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
26,000
20
Female
20,283
Single
1
PhD
Self-Employed
6.16895
Rural
Premium
1
14
793
6
2020-11-14 15:21:39.221386
Good
Yes
Monthly
Apartment
1,012
26,001
39
Male
7,608
Single
null
PhD
Employed
8.003514
Suburban
Comprehensive
2
8
633
3
2022-02-10 15:21:39.155231
Average
No
Monthly
House
855
26,002
30
Female
1,237
Divorced
1
Bachelor's
Self-Employed
9.843016
Rural
Premium
null
17
434
5
2020-03-28 15:21:39.251142
Average
Yes
Rarely
Condo
1,099
26,003
32
Male
28,506
Divorced
3
PhD
Unemployed
12.677836
Suburban
Comprehensive
null
1
673
6
2023-10-21 15:21:39.188220
Good
Yes
Monthly
House
586
26,004
62
Male
15,320
Divorced
2
Master's
Unemployed
20.991253
Suburban
Premium
1
5
466
8
2020-04-11 15:21:39.223901
Poor
Yes
Monthly
House
828
26,005
33
Female
41,449
Married
0
Master's
null
14.912377
Rural
Premium
1
4
698
1
2020-06-28 15:21:39.264504
Poor
Yes
Daily
House
299
26,006
52
Male
17,784
Married
0
PhD
Unemployed
24.006725
Suburban
Premium
0
13
658
6
2021-07-03 15:21:39.261856
null
No
Rarely
Condo
1,030
26,007
32
Male
18,087
Divorced
2
Bachelor's
Employed
19.558974
Urban
Basic
0
12
703
4
2022-01-01 15:21:39.237118
Good
Yes
Weekly
Apartment
763
26,008
22
Female
null
Single
0
PhD
null
33.903149
Urban
Premium
0
18
431
7
2022-12-09 15:21:39.208842
Poor
Yes
Rarely
Apartment
1,136
26,009
29
Female
26,355
Single
3
Master's
Self-Employed
19.395023
Rural
Comprehensive
1
11
null
6
2024-02-04 15:21:39.214388
Good
Yes
Daily
House
904
26,010
60
Male
15,774
Single
3
Master's
Unemployed
11.639792
Suburban
Premium
null
10
596
4
2021-04-15 15:21:39.185215
Average
No
Daily
House
459
26,011
52
Female
136,812
Single
3
Master's
Unemployed
24.834774
Urban
Premium
null
10
427
6
2021-05-30 15:21:39.278402
Good
No
Monthly
Apartment
2,167
26,012
38
Female
4,733
Married
3
Bachelor's
Unemployed
34.16864
Suburban
Comprehensive
2
3
616
6
2023-08-03 15:21:39.257696
Average
Yes
Daily
Condo
926
26,013
32
Male
11,582
Divorced
3
Master's
Unemployed
null
Suburban
Premium
null
14
null
2
2020-07-19 15:21:39.190215
Good
No
Rarely
Apartment
463
26,014
28
Female
44,987
Married
0
High School
Self-Employed
24.096165
Rural
Premium
1
3
805
8
2022-04-14 15:21:39.126661
null
No
Daily
House
1,867
26,015
50
Male
10,289
Divorced
0
Bachelor's
Unemployed
28.883902
Suburban
Comprehensive
null
0
622
5
2023-11-30 15:21:39.237118
Average
Yes
Daily
House
434
26,016
42
Female
948
Married
2
Master's
null
37.524036
Urban
Comprehensive
null
7
736
6
2024-02-21 15:21:39.237118
null
Yes
Daily
Apartment
1,180
26,017
33
Female
null
null
0
Bachelor's
null
50.583359
Urban
Comprehensive
0
3
593
4
2021-09-30 15:21:39.122134
Poor
No
Monthly
Apartment
478
26,018
61
Male
3,528
Married
2
PhD
null
21.539491
Suburban
Premium
1
12
478
7
2020-02-21 15:21:39.248098
Good
Yes
Weekly
House
635
26,019
48
Female
726
Married
3
PhD
Employed
null
Rural
Premium
1
10
718
3
2023-10-18 15:21:39.134960
null
No
Weekly
Condo
703
26,020
52
Male
43,465
Married
2
Bachelor's
null
24.424814
Urban
Premium
2
15
522
9
2023-12-23 15:21:39.245086
Average
Yes
Daily
Condo
1,597
26,021
18
Female
17,961
Single
2
High School
Employed
null
Rural
Premium
null
12
604
4
2019-11-14 15:21:39.279729
Poor
No
Monthly
Condo
769
26,022
46
Female
5,897
Single
3
PhD
Self-Employed
29.664221
Rural
Comprehensive
0
7
804
6
2020-10-05 15:21:39.114118
Average
Yes
Daily
House
1,612
26,023
26
Male
3,547
Single
3
Bachelor's
Unemployed
35.393039
Urban
Comprehensive
0
17
421
2
2024-01-09 15:21:39.176717
Poor
No
Monthly
Apartment
923
26,024
39
Female
71,144
Divorced
1
Bachelor's
Unemployed
52.407539
Rural
Premium
0
16
571
2
2020-07-02 15:21:39.155231
Poor
Yes
Monthly
House
561
26,025
63
Female
15,990
Divorced
1
Bachelor's
Employed
17.12332
Urban
Comprehensive
3
13
498
2
2022-01-04 15:21:39.237118
Poor
Yes
Daily
House
482
26,026
33
Female
13,403
Divorced
2
High School
null
22.937803
Rural
Premium
1
16
609
1
2024-07-19 15:21:39.164044
Average
Yes
Monthly
Apartment
1,067
26,027
51
Female
71,136
Single
0
Master's
Employed
36.711394
Suburban
Premium
0
11
766
7
2023-09-29 15:21:39.081504
Poor
Yes
Monthly
Apartment
401
26,028
36
Female
15,274
Divorced
2
PhD
Unemployed
18.722238
Urban
Premium
1
9
null
8
2022-11-02 15:21:39.134960
Average
No
Weekly
Condo
1,398
26,029
24
Female
568
Divorced
null
Master's
Unemployed
9.84578
Rural
Premium
1
1
845
2
2024-05-12 15:21:39.274993
Average
No
Monthly
Condo
2,362
26,030
58
Female
142,965
Divorced
3
Master's
null
28.099481
Suburban
Comprehensive
2
17
811
1
2023-12-07 15:21:39.279729
Average
No
Rarely
House
413
26,031
32
Male
7,881
Married
0
Bachelor's
Self-Employed
33.011743
Suburban
Comprehensive
null
19
613
5
2024-06-15 15:21:39.150730
Poor
No
Rarely
Condo
832
26,032
41
Male
19,244
Married
3
PhD
Employed
16.394729
Rural
Comprehensive
1
15
734
4
2020-04-19 15:21:39.084065
Poor
No
Monthly
Condo
223
26,033
33
Male
4,933
Divorced
0
High School
null
51.734879
Rural
Basic
0
6
744
5
2024-01-01 15:21:39.155231
Good
No
Weekly
House
709
26,034
40
Male
14,096
Single
3
Master's
Unemployed
36.882028
Rural
Comprehensive
3
17
820
5
2023-10-08 15:21:39.255696
Poor
No
Daily
Condo
3,749
26,035
59
Male
6,532
Single
2
PhD
Employed
36.441395
Urban
Basic
null
4
786
1
2020-04-07 15:21:39.254678
Poor
Yes
Daily
House
901
26,036
32
Female
28,386
Married
1
High School
null
22.503435
Rural
Premium
0
4
798
6
2023-08-04 15:21:39.149731
Good
Yes
Rarely
Condo
449
26,037
38
Male
55,209
Single
3
Bachelor's
null
11.012644
Rural
Premium
2
10
725
5
2020-08-08 15:21:39.173834
Good
No
Daily
House
35
26,038
50
Male
39,256
Divorced
4
Bachelor's
Employed
null
Urban
Comprehensive
null
18
753
5
2021-08-01 15:21:39.143708
Poor
Yes
Monthly
Apartment
1,519
26,039
46
Male
23,962
Single
null
Master's
Employed
34.24135
Suburban
Premium
2
11
628
7
2021-01-02 15:21:39.196387
Good
No
Rarely
Condo
483
26,040
27
Male
64,786
Single
3
Bachelor's
Unemployed
36.174871
Urban
Basic
0
19
422
1
2020-11-20 15:21:39.155231
Average
No
Daily
Condo
827
26,041
34
Male
3,624
Married
null
Master's
Self-Employed
44.515837
Rural
Basic
0
0
794
6
2022-03-02 15:21:39.155231
Poor
Yes
Daily
House
104
26,042
61
Female
75,844
Single
4
PhD
null
18.828455
Suburban
Basic
null
5
369
9
2021-07-12 15:21:39.092127
Poor
No
Daily
Apartment
1,228
26,043
23
Female
102,640
Married
1
PhD
Self-Employed
45.44257
Suburban
Basic
2
7
779
1
2021-12-22 15:21:39.155231
Good
No
Monthly
Apartment
24
26,044
21
Male
15,161
Single
2
PhD
Self-Employed
18.624179
Rural
Comprehensive
1
11
807
3
2021-04-30 15:21:39.257696
Poor
No
Daily
Condo
1,375
26,045
34
Female
946
Single
2
Master's
Unemployed
23.907013
Suburban
Comprehensive
2
15
718
5
2022-08-06 15:21:39.112553
Average
No
Rarely
House
1,324
26,046
45
Male
1,804
Single
2
PhD
null
21.090341
Urban
Comprehensive
1
13
605
7
2020-10-17 15:21:39.117183
Average
No
Daily
Condo
3,173
26,047
32
Female
9,828
Married
4
Bachelor's
Employed
22.34374
Urban
Basic
0
13
551
8
2020-01-24 15:21:39.104139
null
No
Monthly
Condo
2,493
26,048
59
Male
607
Divorced
null
PhD
null
38.033917
Rural
Premium
0
14
471
4
2019-09-05 15:21:39.210805
Good
No
Monthly
Condo
572
26,049
42
Female
70,552
Single
3
High School
Employed
33.335557
Suburban
Premium
0
7
339
7
2022-10-02 15:21:39.261856
Average
No
Weekly
House
1,518
26,050
52
Female
35,321
Married
1
High School
Self-Employed
22.964609
Suburban
Basic
null
1
327
5
2023-10-08 15:21:39.274993
Average
No
Daily
Apartment
759
26,051
52
Male
69,089
Single
3
Bachelor's
Employed
31.079376
Suburban
Premium
0
3
849
3
2022-06-20 15:21:39.134960
Average
Yes
Monthly
Condo
121
26,052
49
Female
1,076
Divorced
3
Master's
Employed
21.395888
Rural
Basic
0
14
466
5
2024-01-15 15:21:39.274993
Poor
No
Weekly
Condo
2,416
26,053
41
Female
null
Married
3
Master's
null
13.845351
Urban
Premium
0
14
559
5
2022-04-27 15:21:39.124659
null
Yes
Monthly
House
3,044
26,054
43
Female
12,260
Divorced
0
High School
Unemployed
6.033675
Urban
Basic
0
9
793
6
2024-02-14 15:21:39.201446
Good
No
Weekly
Condo
124
26,055
38
Female
18,794
Divorced
4
High School
null
43.637001
Suburban
Premium
null
16
521
1
2023-02-19 15:21:39.098696
Poor
No
Daily
Apartment
527
26,056
56
Male
4,847
Single
1
Master's
Self-Employed
null
Urban
Comprehensive
1
13
null
8
2023-04-23 15:21:39.280784
Good
No
Rarely
Apartment
2,083
26,057
30
Male
25,573
Single
3
Master's
Unemployed
22.826259
Rural
Comprehensive
1
14
594
1
2023-09-08 15:21:39.186212
Good
Yes
Monthly
Condo
2,040
26,058
62
Male
1,277
Divorced
3
Bachelor's
Employed
41.505908
Urban
Premium
null
14
463
7
2020-12-29 15:21:39.279729
Poor
No
Weekly
House
527
26,059
null
Female
1,089
Divorced
3
High School
null
40.637505
Urban
Comprehensive
1
16
495
7
2023-10-11 15:21:39.247098
Poor
Yes
Rarely
Apartment
767
26,060
44
Female
40,593
Single
4
Bachelor's
Self-Employed
29.394858
Urban
Comprehensive
0
6
517
6
2019-10-14 15:21:39.224915
Average
No
Monthly
Condo
1,673
26,061
41
Female
null
Divorced
0
Master's
Self-Employed
15.098585
Rural
Comprehensive
0
3
413
1
2024-08-13 15:21:39.271453
Poor
No
Daily
House
241
26,062
37
Male
5,618
Single
0
Master's
Employed
44.244988
Suburban
Basic
null
4
783
9
2024-07-15 15:21:39.118178
Average
Yes
Weekly
House
1,812
26,063
41
Female
24,259
Single
1
PhD
null
48.739146
Urban
Comprehensive
1
7
788
1
2021-08-02 15:21:39.209847
Good
Yes
Monthly
Apartment
664
26,064
62
Female
18,313
Married
3
Bachelor's
Self-Employed
4.854244
Rural
Comprehensive
0
12
null
4
2021-08-09 15:21:39.155231
Average
No
Daily
House
2,698
26,065
22
Male
12,224
Married
0
Bachelor's
Unemployed
27.791999
Suburban
Premium
null
18
483
8
2023-01-08 15:21:39.261856
Average
No
Rarely
Condo
122
26,066
46
Female
23,983
Married
4
PhD
null
35.067237
Urban
Premium
null
19
472
9
2023-05-22 15:21:39.134960
Average
No
Monthly
House
805
26,067
59
Male
37,533
Divorced
4
High School
Self-Employed
15.07122
Suburban
Comprehensive
null
17
601
4
2022-09-30 15:21:39.112553
Average
No
Weekly
Apartment
28
26,068
45
Male
18,217
Divorced
2
Master's
Unemployed
22.454996
Rural
Comprehensive
0
15
781
1
2023-05-09 15:21:39.115178
Good
Yes
Monthly
Condo
115
26,069
60
Female
2,447
Married
0
Bachelor's
Self-Employed
4.682031
Suburban
Premium
1
7
442
1
2022-10-28 15:21:39.122134
Average
Yes
Daily
House
452
26,070
54
Male
4,869
Divorced
1
Bachelor's
null
6.483187
Suburban
Basic
null
6
586
4
2024-01-16 15:21:39.155231
Poor
No
Monthly
Apartment
250
26,071
26
Female
45,985
Single
1
PhD
Self-Employed
5.56737
Urban
Comprehensive
0
7
787
4
2021-01-14 15:21:39.148733
Good
Yes
Monthly
Condo
1,327
26,072
40
Male
146,081
Single
null
Bachelor's
Self-Employed
null
Suburban
Comprehensive
4
0
null
4
2023-04-08 15:21:39.171102
Average
Yes
Rarely
Apartment
3,198
26,073
59
Male
22,040
Divorced
2
PhD
null
30.785307
Rural
Premium
null
4
507
3
2024-07-16 15:21:39.096739
Poor
Yes
Daily
House
602
26,074
35
Male
null
null
null
Master's
null
18.624187
Urban
Premium
null
10
390
3
2023-06-26 15:21:39.144722
Poor
Yes
Weekly
House
78
26,075
21
Male
16,210
Divorced
2
Bachelor's
Employed
8.903752
Urban
Comprehensive
0
13
629
7
2020-11-07 15:21:39.261856
Average
No
Daily
Condo
814
26,076
61
Male
6,724
Single
1
Master's
null
30.086013
Urban
Premium
2
0
559
7
2021-08-02 15:21:39.176717
Poor
No
Weekly
House
257
26,077
37
Male
17,347
Single
3
High School
Self-Employed
20.446981
Rural
Comprehensive
3
7
446
4
2022-05-20 15:21:39.182597
Good
No
Weekly
House
807
26,078
33
Female
20,231
Divorced
1
Master's
Self-Employed
27.897096
Urban
Premium
0
2
497
1
2020-08-07 15:21:39.134960
Poor
No
Rarely
Apartment
1,305
26,079
29
Male
38,539
Married
1
Master's
Unemployed
17.543731
Rural
Basic
1
8
463
8
2019-12-04 15:21:39.155231
Good
Yes
Rarely
Condo
385
26,080
50
Male
78,986
Divorced
0
PhD
Employed
14.743285
Suburban
Comprehensive
1
16
null
9
2023-11-01 15:21:39.125660
Average
No
Monthly
Apartment
32
26,081
48
Female
6,904
Divorced
1
High School
null
34.724842
Suburban
Basic
2
15
554
2
2022-12-02 15:21:39.119168
Average
No
Weekly
Condo
1,154
26,082
33
Female
18,340
Single
0
Bachelor's
null
35.622615
Suburban
Basic
null
19
638
9
2022-02-06 15:21:39.190215
Average
Yes
Weekly
House
1,049
26,083
61
Female
7,095
Single
0
Bachelor's
null
21.636316
Urban
Basic
0
13
537
6
2021-07-09 15:21:39.172097
Poor
No
Rarely
House
523
26,084
35
Male
1,653
Married
3
Bachelor's
Unemployed
31.094987
Rural
Basic
null
9
487
5
2020-02-12 15:21:39.097737
Average
No
Daily
Apartment
692
26,085
20
Male
14,401
Single
1
High School
Employed
21.752971
Rural
Premium
0
8
531
7
2023-04-01 15:21:39.203442
Average
Yes
Monthly
House
1,718
26,086
42
Male
9,081
Single
1
High School
Unemployed
27.526344
Suburban
Basic
2
0
573
6
2021-07-10 15:21:39.144722
Average
Yes
Rarely
Apartment
220
26,087
18
Male
8,983
Single
4
PhD
null
33.918271
Rural
Premium
1
19
595
4
2022-03-09 15:21:39.176717
Poor
No
Daily
Condo
556
26,088
62
Female
6,923
Married
0
PhD
Self-Employed
null
Suburban
Basic
1
5
629
2
2021-12-01 15:21:39.272456
Good
No
Rarely
House
1,611
26,089
62
Male
null
Married
null
High School
null
37.014711
Suburban
Basic
1
3
369
9
2021-10-06 15:21:39.173834
Poor
Yes
Rarely
Condo
813
26,090
59
Male
6,830
Married
4
High School
Unemployed
17.73543
Urban
Premium
1
5
703
9
2022-05-10 15:21:39.288099
Average
No
Weekly
House
37
26,091
29
Female
20,797
Divorced
1
Bachelor's
Unemployed
17.479028
Suburban
Comprehensive
1
12
636
2
2024-02-17 15:21:39.222387
Average
No
Rarely
Condo
822
26,092
39
Male
21,410
Married
0
Master's
Unemployed
25.282514
Urban
Comprehensive
0
14
457
4
2022-12-12 15:21:39.110557
Poor
No
Monthly
Condo
1,220
26,093
40
Male
1,206
Single
1
High School
Unemployed
23.769469
Rural
Basic
0
11
439
8
2021-09-13 15:21:39.187211
Poor
Yes
Weekly
House
872
26,094
31
Female
123,716
Married
0
PhD
Employed
42.13965
Urban
Premium
1
9
476
9
2024-03-30 15:21:39.266452
Good
No
Monthly
Apartment
2,471
26,095
53
Male
14,073
Divorced
2
Master's
Employed
32.899941
Urban
Premium
null
14
576
5
2021-06-19 15:21:39.134960
Average
Yes
Rarely
House
573
26,096
21
Female
45,969
Divorced
4
High School
null
28.121178
Urban
Basic
null
0
636
2
2021-08-21 15:21:39.175719
Poor
Yes
Rarely
Apartment
582
26,097
26
Female
29,830
Married
3
Master's
null
27.738301
Suburban
Comprehensive
null
9
469
8
2021-08-02 15:21:39.181605
Poor
No
Monthly
Condo
1,209
26,098
40
Male
40,430
Single
2
Master's
Unemployed
15.029433
Suburban
Basic
null
14
652
9
2021-02-23 15:21:39.095696
Average
Yes
Monthly
House
2,882
26,099
27
Female
null
Married
3
High School
Self-Employed
35.067278
Urban
Premium
null
19
324
9
2023-11-11 15:21:39.155231
Poor
Yes
Daily
Apartment
1,510