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
24,700
62
Female
27,281
Divorced
0
Master's
Self-Employed
23.827798
Suburban
Comprehensive
null
13
628
5
2022-08-23 15:21:39.252145
Good
Yes
Rarely
House
966
24,701
57
Male
6,909
Single
2
PhD
Self-Employed
24.69082
Urban
Comprehensive
1
1
757
9
2023-05-01 15:21:39.192212
Average
Yes
Weekly
House
726
24,702
35
Male
51,150
Married
0
Master's
null
24.09197
Rural
Basic
3
9
null
4
2024-06-18 15:21:39.082499
Poor
No
Monthly
House
175
24,703
43
Female
27,254
Married
4
PhD
null
21.093727
Rural
Comprehensive
0
7
684
4
2024-03-18 15:21:39.173834
Average
Yes
Weekly
Apartment
664
24,704
58
Male
6,862
Divorced
4
Bachelor's
null
14.927956
Rural
Basic
0
5
523
1
2022-12-24 15:21:39.192212
Average
No
Weekly
House
1,421
24,705
21
Male
39,079
Married
1
High School
Self-Employed
30.072796
Urban
Comprehensive
3
4
464
2
2021-02-20 15:21:39.143708
Average
No
Daily
Apartment
1,435
24,706
53
Female
3,580
Divorced
0
Bachelor's
Unemployed
27.677536
Suburban
Premium
1
15
844
4
2019-11-21 15:21:39.125660
null
No
Rarely
Condo
1,706
24,707
62
Female
63,844
Single
0
Bachelor's
null
14.117789
Urban
Premium
2
8
442
1
2022-01-29 15:21:39.134960
Average
Yes
Monthly
Condo
239
24,708
52
Male
null
Married
2
Bachelor's
Employed
17.82777
Urban
Basic
null
12
403
6
2020-06-04 15:21:39.237118
Poor
Yes
Weekly
Condo
354
24,709
null
Male
14,094
Single
4
High School
Employed
null
Rural
Comprehensive
2
2
731
5
2019-11-12 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,133
24,710
32
Male
6,958
Single
1
Master's
Unemployed
3.097776
Suburban
Premium
1
15
693
7
2022-06-13 15:21:39.228521
null
Yes
Rarely
Apartment
1,853
24,711
45
Female
44,257
Single
3
Bachelor's
null
28.991384
Suburban
Basic
null
8
774
7
2020-12-13 15:21:39.204790
Good
No
Daily
House
1,216
24,712
33
Male
16,287
Married
1
Bachelor's
Employed
35.671118
Urban
Comprehensive
null
4
765
6
2023-03-09 15:21:39.196387
Good
Yes
Daily
Apartment
241
24,713
34
Female
68,798
Single
3
Bachelor's
Employed
37.1565
Urban
Basic
null
16
790
8
2022-10-02 15:21:39.114118
Good
Yes
Rarely
Apartment
3,839
24,714
37
Female
6,446
Married
0
High School
null
27.051221
Urban
Premium
1
12
562
1
2023-02-01 15:21:39.155231
null
Yes
Daily
Apartment
474
24,715
24
Male
4,825
Single
3
Master's
null
14.148966
Rural
Comprehensive
0
10
429
6
2023-05-04 15:21:39.256696
Poor
Yes
Daily
Condo
1,714
24,716
22
Male
29,078
Divorced
1
PhD
Employed
3.589999
Rural
Comprehensive
0
19
723
1
2021-07-02 15:21:39.188220
Poor
Yes
Monthly
Apartment
1,603
24,717
21
Male
20,981
Single
2
Master's
null
21.503996
Suburban
Comprehensive
4
0
615
5
2024-05-04 15:21:39.120168
Good
No
Weekly
House
3,029
24,718
19
Female
5,058
Single
0
Master's
Self-Employed
14.991266
Urban
Comprehensive
null
12
null
2
2020-06-05 15:21:39.134960
Poor
Yes
Weekly
House
502
24,719
48
Female
29,084
Single
1
High School
Unemployed
31.126701
Rural
Basic
1
17
587
8
2024-07-02 15:21:39.226954
null
Yes
Daily
Apartment
1,022
24,720
49
Female
null
Divorced
4
PhD
Self-Employed
26.283465
Urban
Premium
1
0
604
2
2020-10-09 15:21:39.231531
Good
No
Daily
House
130
24,721
51
Male
81,207
Married
2
Bachelor's
Self-Employed
15.05654
Suburban
Basic
1
0
335
3
2020-05-08 15:21:39.209847
Poor
No
Daily
House
913
24,722
56
Female
35,198
Divorced
4
Master's
Employed
21.582078
Suburban
Premium
0
0
713
1
2021-04-02 15:21:39.207847
Good
No
Daily
Apartment
1,414
24,723
54
Male
1,094
Divorced
4
High School
Employed
49.974081
Suburban
Premium
0
2
714
9
2020-10-15 15:21:39.133866
Poor
Yes
Monthly
Apartment
284
24,724
23
Male
15,893
Single
null
Bachelor's
Employed
47.174556
Suburban
Basic
null
8
585
4
2022-11-16 15:21:39.134960
Average
Yes
Monthly
House
1,052
24,725
24
Female
1,098
Married
3
PhD
Unemployed
47.107539
Rural
Basic
1
10
320
3
2024-08-09 15:21:39.102694
Average
No
Monthly
Apartment
2,063
24,726
44
Female
92,720
Single
2
High School
Unemployed
12.751774
Urban
Premium
1
9
439
7
2021-04-25 15:21:39.155231
Average
No
Weekly
Condo
495
24,727
21
Female
62,843
Single
4
PhD
Self-Employed
48.242389
Suburban
Basic
2
9
833
1
2020-05-24 15:21:39.263607
null
No
Monthly
Apartment
643
24,728
44
Female
20,984
Divorced
2
PhD
Unemployed
27.879605
Suburban
Basic
2
2
648
7
2024-05-11 15:21:39.155231
Poor
Yes
Weekly
Condo
1,670
24,729
47
Female
14,961
Divorced
1
PhD
Self-Employed
14.15483
Suburban
Premium
null
5
810
6
2024-04-04 15:21:39.254678
Good
No
Rarely
Apartment
473
24,730
51
Male
43,787
Single
4
PhD
null
31.826108
Rural
Comprehensive
null
17
639
6
2021-04-29 15:21:39.134960
Good
No
Rarely
Condo
721
24,731
35
Female
14,081
Married
0
Master's
Self-Employed
29.018947
Suburban
Basic
1
8
377
9
2019-12-22 15:21:39.134960
Average
Yes
Daily
Condo
2,368
24,732
56
Female
10,172
Single
4
High School
Self-Employed
31.038433
Urban
Basic
0
12
731
7
2022-06-03 15:21:39.279729
Poor
No
Monthly
House
28
24,733
25
Male
20,861
Single
4
Master's
Employed
17.922248
Urban
Premium
null
7
749
9
2021-04-25 15:21:39.237118
Poor
No
Daily
Condo
671
24,734
57
Female
28,418
Married
2
High School
Self-Employed
null
Urban
Basic
null
9
516
5
2022-07-05 15:21:39.233485
null
Yes
Rarely
Apartment
806
24,735
21
Female
45,215
Divorced
3
Bachelor's
null
41.609302
Rural
Comprehensive
0
0
761
2
2021-12-18 15:21:39.265513
Average
No
Rarely
Apartment
1,804
24,736
24
Male
8,230
Married
0
High School
null
20.857803
Rural
Premium
2
12
764
1
2023-09-30 15:21:39.155231
Poor
No
Rarely
Apartment
518
24,737
23
Male
4,816
Divorced
4
High School
Employed
18.722289
Suburban
Basic
null
7
447
4
2022-12-10 15:21:39.219432
Good
Yes
Daily
Condo
2,135
24,738
43
Female
14,084
Single
1
High School
null
23.588719
Suburban
Premium
null
16
709
9
2024-06-21 15:21:39.134960
Good
Yes
Rarely
Condo
919
24,739
62
Female
66,470
Married
4
Master's
Employed
null
Urban
Premium
1
13
null
6
2023-07-24 15:21:39.155231
null
No
Monthly
Condo
1,479
24,740
33
Female
9,467
Divorced
0
Master's
null
31.557654
Urban
Comprehensive
null
1
776
7
2023-05-20 15:21:39.081504
Poor
Yes
Daily
Condo
369
24,741
51
Male
24,885
Single
3
Master's
null
29.724195
Suburban
Premium
0
5
672
2
2024-02-25 15:21:39.087123
Good
Yes
Monthly
House
632
24,742
51
Female
null
Divorced
4
High School
Unemployed
16.793063
Urban
Basic
4
13
832
5
2021-08-25 15:21:39.104139
Good
No
Weekly
House
3,111
24,743
52
Male
70,611
Single
3
PhD
null
32.56436
Suburban
Basic
1
13
431
2
2024-05-04 15:21:39.237118
Poor
Yes
Rarely
Apartment
940
24,744
53
Female
20,243
Divorced
4
High School
Self-Employed
23.898017
Urban
Basic
null
3
830
5
2020-08-14 15:21:39.173834
Average
No
Weekly
House
101
24,745
50
Female
5,075
Single
3
Master's
Self-Employed
36.735763
Urban
Premium
1
17
844
8
2021-08-31 15:21:39.188220
Average
Yes
Monthly
Apartment
1,157
24,746
30
Male
34,309
Divorced
4
High School
Unemployed
27.923369
Suburban
Comprehensive
1
8
320
4
2020-03-07 15:21:39.176717
Good
No
Daily
Apartment
29
24,747
24
Female
39,058
Married
1
High School
Unemployed
12.471227
Suburban
Basic
1
11
774
5
2022-08-30 15:21:39.134960
Poor
Yes
Rarely
Apartment
29
24,748
24
Female
29,316
Married
1
High School
Self-Employed
10.540865
Rural
Premium
0
1
751
5
2019-10-28 15:21:39.194829
Poor
Yes
Weekly
Apartment
2,949
24,749
47
Male
14,443
Married
1
Master's
Employed
20.818653
Rural
Basic
0
13
753
5
2023-04-24 15:21:39.237118
Good
No
Rarely
Apartment
102
24,750
37
Female
10,188
Divorced
3
High School
null
21.551116
Suburban
Premium
null
11
767
7
2022-07-31 15:21:39.098696
null
No
Weekly
Condo
1,156
24,751
21
Female
35,133
Divorced
2
Bachelor's
null
6.891664
Urban
Basic
5
9
null
8
2023-11-14 15:21:39.088124
Poor
No
Rarely
Apartment
686
24,752
23
Male
23,584
Single
3
Master's
null
13.958752
Urban
Basic
null
14
null
4
2021-05-08 15:21:39.134960
Average
No
Rarely
House
719
24,753
25
Female
25,342
Divorced
0
High School
Self-Employed
25.03067
Rural
Basic
4
12
382
7
2022-01-02 15:21:39.100695
Poor
Yes
Daily
House
2,456
24,754
37
Male
15,642
Married
3
High School
Self-Employed
8.648616
Urban
Premium
null
14
786
4
2021-12-02 15:21:39.237118
null
No
Rarely
Condo
635
24,755
54
Female
23,401
Single
2
Bachelor's
Employed
40.068104
Suburban
Basic
1
4
531
1
2023-04-22 15:21:39.237118
Average
No
Weekly
Apartment
1,224
24,756
18
Female
18,054
Single
2
PhD
Unemployed
17.847694
Suburban
Basic
1
1
682
4
2021-07-03 15:21:39.289099
Average
Yes
Monthly
House
476
24,757
29
Female
16,101
Divorced
1
Master's
Unemployed
29.249912
Rural
Comprehensive
null
13
788
7
2020-12-21 15:21:39.270454
Good
Yes
Daily
House
2,064
24,758
19
Male
84,875
Married
4
PhD
Employed
null
Suburban
Comprehensive
0
4
null
4
2022-07-29 15:21:39.134960
Poor
No
Monthly
Apartment
2,047
24,759
55
Male
61,364
Single
2
PhD
null
33.01163
Urban
Basic
1
12
320
4
2023-06-08 15:21:39.084065
Good
Yes
Weekly
Condo
1,273
24,760
59
Male
39
Divorced
1
High School
null
8.070618
Rural
Basic
1
8
815
3
2020-01-29 15:21:39.252145
null
No
Rarely
Condo
1,442
24,761
56
Female
81,461
null
2
PhD
Unemployed
null
Urban
Basic
1
12
729
9
2022-07-26 15:21:39.134960
Poor
Yes
Weekly
Condo
498
24,762
48
Male
null
Divorced
1
Bachelor's
Self-Employed
6.757841
Rural
Comprehensive
0
16
767
7
2021-06-09 15:21:39.144722
Poor
Yes
Monthly
Apartment
278
24,763
20
Female
6,944
Married
3
Master's
Self-Employed
27.487612
Urban
Comprehensive
null
11
641
6
2021-08-07 15:21:39.134960
Good
Yes
Daily
House
362
24,764
46
Female
90,545
Single
3
Master's
Self-Employed
15.011036
Suburban
Comprehensive
null
14
493
9
2023-03-21 15:21:39.092127
null
No
Weekly
Condo
774
24,765
43
Female
6,945
Single
0
Bachelor's
Employed
42.839613
Suburban
Premium
2
12
597
2
2020-03-09 15:21:39.090124
Good
No
Monthly
Condo
64
24,766
24
Female
29,137
Divorced
2
High School
Self-Employed
42.258728
Rural
Basic
0
16
835
6
2021-02-22 15:21:39.114118
Average
Yes
Rarely
House
573
24,767
47
Female
32,750
Single
3
Bachelor's
null
48.419219
Urban
Comprehensive
null
13
573
4
2022-09-30 15:21:39.152732
Poor
Yes
Rarely
House
1,117
24,768
48
Male
1,450
Single
4
Bachelor's
Self-Employed
14.390045
Rural
Premium
1
16
558
2
2024-01-22 15:21:39.259788
Poor
No
Monthly
Apartment
61
24,769
41
Female
31,495
Divorced
4
Master's
null
7.83872
Rural
Basic
2
18
795
7
2021-06-27 15:21:39.200452
Poor
No
Weekly
Apartment
653
24,770
60
Male
29,055
Single
0
High School
Employed
16.646331
Rural
Premium
null
16
null
2
2021-01-28 15:21:39.256696
Good
Yes
Daily
Apartment
990
24,771
43
Female
2,889
Married
3
High School
Employed
32.867104
Suburban
Premium
1
17
776
5
2022-07-09 15:21:39.274993
Good
No
Rarely
House
1,885
24,772
33
Female
4,731
Divorced
3
PhD
Unemployed
47.797851
Rural
Basic
null
7
678
2
2024-03-30 15:21:39.134960
Average
No
Monthly
House
3,927
24,773
35
Male
113,562
Married
3
Bachelor's
Self-Employed
6.172009
Rural
Basic
4
19
385
4
2021-04-25 15:21:39.177724
Average
No
Monthly
House
1,253
24,774
31
Male
29,505
Divorced
1
Master's
Unemployed
19.350012
Rural
Premium
0
15
319
8
2023-06-15 15:21:39.228521
Good
No
Daily
Apartment
1,290
24,775
30
Male
30,978
Single
1
Master's
Self-Employed
30.834953
Urban
Comprehensive
1
15
807
2
2024-07-09 15:21:39.286113
Good
No
Rarely
Apartment
141
24,776
39
Male
46,357
Single
3
Master's
Unemployed
44.735763
Suburban
Premium
1
19
null
9
2024-07-09 15:21:39.095696
Poor
No
Rarely
House
250
24,777
52
Male
null
Divorced
4
PhD
Employed
51.359712
Urban
Premium
null
17
764
9
2024-08-10 15:21:39.114118
Good
Yes
Rarely
Condo
257
24,778
26
Female
54,859
Single
3
Bachelor's
Unemployed
22.566279
Rural
Comprehensive
null
3
418
8
2020-04-18 15:21:39.283783
Average
Yes
Monthly
House
294
24,779
60
Female
29,091
Married
null
High School
null
29.829126
Rural
Basic
null
15
677
2
2022-05-31 15:21:39.237118
Good
No
Weekly
Condo
1,603
24,780
60
Male
null
Married
0
Master's
Employed
23.935005
Urban
Comprehensive
1
17
746
4
2020-04-03 15:21:39.185215
Poor
No
Monthly
Condo
224
24,781
21
Female
30,347
Married
2
High School
Unemployed
29.480146
Rural
Premium
null
3
786
5
2019-08-19 15:21:39.189223
Average
No
Rarely
Condo
909
24,782
49
Female
97,543
Married
2
High School
null
null
Suburban
Premium
3
6
794
8
2022-12-28 15:21:39.155231
Good
Yes
Monthly
Condo
2,094
24,783
47
Male
20,389
Single
0
Bachelor's
Unemployed
7.238949
Suburban
Premium
1
14
611
5
2020-06-09 15:21:39.092127
Good
No
Weekly
Apartment
1,042
24,784
62
Female
5,243
Divorced
0
Master's
Self-Employed
7.19021
Urban
Comprehensive
0
3
753
6
2021-08-24 15:21:39.201446
Poor
Yes
Monthly
Condo
607
24,785
60
Male
17,627
Married
0
High School
Self-Employed
9.839205
Rural
Comprehensive
null
12
389
7
2024-08-10 15:21:39.180553
Average
Yes
Weekly
Condo
444
24,786
64
Female
76,167
Married
0
Bachelor's
null
27.726852
Urban
Comprehensive
null
3
373
1
2022-06-01 15:21:39.092127
Poor
Yes
Monthly
Condo
1,027
24,787
48
Male
6,058
Married
2
High School
Employed
25.74968
Suburban
Comprehensive
1
18
674
6
2020-11-21 15:21:39.134960
Good
Yes
Weekly
Condo
519
24,788
55
Male
5,962
Married
3
High School
null
11.814388
Suburban
Premium
2
8
582
3
2020-10-01 15:21:39.237118
Poor
No
Daily
Apartment
1,029
24,789
51
Male
56,472
Married
4
PhD
Unemployed
28.244414
Urban
Comprehensive
1
7
426
1
2023-09-10 15:21:39.264504
Poor
Yes
Rarely
Apartment
1,058
24,790
45
Male
62,818
Married
0
High School
Unemployed
31.830918
Rural
Premium
3
14
603
9
2021-08-23 15:21:39.204790
Good
No
Daily
House
24
24,791
41
Female
9,868
Single
3
Master's
Employed
38.638277
Urban
Basic
1
14
755
7
2023-12-17 15:21:39.209847
Good
Yes
Weekly
Condo
883
24,792
57
Female
9,481
Single
3
PhD
Self-Employed
19.587562
Rural
Premium
null
2
611
7
2024-03-03 15:21:39.092127
Good
Yes
Daily
House
1,583
24,793
58
Male
4,541
Single
4
Bachelor's
Unemployed
17.819613
Suburban
Premium
null
5
489
8
2021-11-12 15:21:39.230483
Good
No
Monthly
Condo
138
24,794
21
Male
93,699
Married
0
High School
Self-Employed
39.285844
Urban
Basic
0
19
426
8
2020-03-28 15:21:39.247098
Good
No
Daily
Condo
725
24,795
31
Female
1,227
Married
1
High School
Self-Employed
45.081111
Urban
Comprehensive
null
17
472
4
2021-05-21 15:21:39.087123
Average
No
Weekly
Condo
693
24,796
null
Female
19,759
Divorced
2
High School
null
26.09073
Urban
Premium
2
12
648
2
2020-05-16 15:21:39.216387
Poor
Yes
Monthly
House
1,871
24,797
59
Female
30,889
null
2
High School
null
25.624327
Rural
Premium
1
4
731
2
2022-04-05 15:21:39.237118
Average
Yes
Monthly
Apartment
619
24,798
52
Male
7,073
Single
2
High School
Self-Employed
17.638403
Rural
Premium
null
0
516
9
2022-05-25 15:21:39.093681
Poor
No
Daily
Condo
1,543
24,799
24
Female
4,941
Divorced
1
Master's
Unemployed
21.003368
Suburban
Premium
1
14
null
2
2021-07-15 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,879