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
1,198,000
35
Female
24,881
Single
3
PhD
Employed
35.472659
Suburban
Comprehensive
0
17
481
8
2021-10-15 15:21:39.155231
Poor
No
Weekly
Apartment
671
1,198,001
47
Female
24,604
Married
null
Bachelor's
null
27.189325
Urban
Basic
null
15
489
7
2020-08-22 15:21:39.182597
Good
Yes
Monthly
Condo
1,022
1,198,002
53
Female
28,863
Married
0
Bachelor's
null
33.292017
Urban
Basic
2
10
673
7
2023-09-22 15:21:39.126661
Good
No
Rarely
House
537
1,198,003
21
Male
82,795
Divorced
4
Master's
Unemployed
null
Urban
Comprehensive
2
4
null
1
2023-01-11 15:21:39.188220
Poor
No
Rarely
Condo
2,188
1,198,004
47
Female
30,377
Divorced
2
High School
Employed
25.593045
Urban
Comprehensive
null
3
818
2
2019-12-30 15:21:39.130190
Poor
No
Rarely
Condo
849
1,198,005
33
Female
46,018
Married
4
High School
Employed
33.076866
Urban
Basic
0
12
614
7
2024-07-20 15:21:39.147735
Good
Yes
Rarely
Apartment
757
1,198,006
53
Female
19,413
Single
2
High School
Employed
17.869689
Suburban
Comprehensive
2
14
null
9
2020-09-02 15:21:39.134960
Good
No
Weekly
House
605
1,198,007
42
Male
21,251
Single
2
PhD
null
28.942307
Rural
Premium
0
10
null
1
2023-08-25 15:21:39.264504
Poor
No
Monthly
House
165
1,198,008
43
Male
3,729
Divorced
4
PhD
Unemployed
23.356059
Rural
Comprehensive
3
16
814
4
2024-08-08 15:21:39.129190
Average
Yes
Rarely
Apartment
1,034
1,198,009
61
Female
8,076
Divorced
1
Bachelor's
null
42.03884
Urban
Premium
1
13
779
5
2024-06-08 15:21:39.222387
Average
Yes
Rarely
House
1,085
1,198,010
34
Male
45,743
Single
1
High School
Self-Employed
27.481003
Suburban
Premium
0
1
474
7
2019-11-28 15:21:39.173834
Good
No
Rarely
House
945
1,198,011
27
Male
468
Married
2
High School
null
30.182053
Suburban
Comprehensive
null
15
736
4
2019-10-21 15:21:39.252145
Average
No
Daily
House
93
1,198,012
30
Male
null
Single
2
Master's
null
10.987917
Urban
Basic
1
9
847
6
2023-08-19 15:21:39.100695
Average
Yes
Rarely
House
101
1,198,013
25
Female
646
Single
0
Master's
Unemployed
37.82669
Rural
Comprehensive
null
7
522
7
2024-05-29 15:21:39.236064
Good
Yes
Monthly
Condo
363
1,198,014
32
Male
40,951
Single
2
High School
Unemployed
20.907898
Urban
Basic
null
6
658
1
2024-05-25 15:21:39.104139
Good
Yes
Rarely
Condo
1,229
1,198,015
54
Female
28,505
Single
2
High School
null
17.037697
Rural
Comprehensive
null
3
542
8
2019-08-21 15:21:39.132191
Average
No
Daily
Apartment
596
1,198,016
24
Male
38,981
Divorced
0
Bachelor's
Self-Employed
49.886569
Rural
Premium
1
1
607
6
2020-05-30 15:21:39.149731
Poor
No
Daily
Condo
622
1,198,017
59
Female
30,351
Married
2
High School
null
42.827552
Suburban
Basic
null
19
538
1
2024-03-21 15:21:39.096739
Poor
No
Weekly
House
852
1,198,018
53
Male
107,475
Married
2
PhD
Unemployed
21.051595
Urban
Comprehensive
null
10
338
4
2023-10-05 15:21:39.274993
Average
No
Weekly
Condo
942
1,198,019
50
Male
10,791
Married
0
Bachelor's
null
26.178212
Urban
Comprehensive
null
19
632
8
2020-01-24 15:21:39.087123
Poor
Yes
Weekly
Condo
260
1,198,020
49
Female
80,113
Divorced
1
High School
null
43.78401
Urban
Comprehensive
2
2
361
3
2019-08-19 15:21:39.186212
Poor
No
Weekly
Condo
1,106
1,198,021
35
Male
32,458
Single
1
PhD
Employed
11.64985
Suburban
Basic
null
8
492
4
2023-04-15 15:21:39.152732
Average
Yes
Weekly
Condo
3,996
1,198,022
52
Female
7,074
Single
0
PhD
Self-Employed
15.518639
Urban
Comprehensive
2
7
578
2
2024-05-14 15:21:39.122134
Poor
No
Monthly
House
3,249
1,198,023
60
Female
54,275
Single
0
High School
Self-Employed
14.294796
Suburban
Premium
0
12
358
7
2020-06-01 15:21:39.105504
Good
Yes
Rarely
House
86
1,198,024
35
Male
4,208
Divorced
0
PhD
Unemployed
15.163931
Rural
Comprehensive
null
17
352
1
2023-03-21 15:21:39.201446
Average
Yes
Rarely
Apartment
1,449
1,198,025
37
Female
23,164
Married
null
Master's
Employed
11.387782
Rural
Basic
1
15
null
4
2020-07-17 15:21:39.134960
Average
Yes
Rarely
Apartment
801
1,198,026
52
Male
103,553
Divorced
0
Bachelor's
Unemployed
12.99366
Urban
Comprehensive
0
1
532
3
2021-03-19 15:21:39.279729
Average
Yes
Monthly
House
119
1,198,027
47
Female
106,498
Married
1
PhD
null
33.362356
Urban
Premium
1
0
474
3
2020-06-07 15:21:39.237118
Average
No
Weekly
Apartment
2,421
1,198,028
37
Male
12,983
Divorced
2
Master's
Unemployed
38.530902
Suburban
Basic
0
7
null
3
2021-06-16 15:21:39.098696
Good
No
Daily
Condo
904
1,198,029
63
Female
46,329
Single
1
Bachelor's
null
17.996411
Rural
Comprehensive
1
7
796
8
2024-02-08 15:21:39.190215
Good
No
Rarely
House
1,206
1,198,030
42
Male
4,952
null
1
PhD
null
13.796983
Urban
Comprehensive
1
12
684
3
2024-06-11 15:21:39.120168
Poor
No
Weekly
House
759
1,198,031
38
Male
19,588
Married
4
Bachelor's
null
43.154053
Suburban
Comprehensive
0
17
805
2
2020-12-08 15:21:39.105504
Average
No
Daily
Apartment
1,240
1,198,032
49
Female
3,045
Married
3
Master's
Self-Employed
34.746387
Suburban
Premium
null
5
540
7
2019-11-18 15:21:39.176717
null
Yes
Daily
Condo
664
1,198,033
31
Male
18,950
Married
0
Master's
Self-Employed
32.642964
Suburban
Comprehensive
0
0
731
8
2022-01-07 15:21:39.237118
Average
Yes
Rarely
Apartment
1,847
1,198,034
31
Male
3,972
Divorced
3
PhD
Self-Employed
35.690525
Suburban
Comprehensive
0
19
517
9
2024-01-14 15:21:39.189223
Average
No
Daily
Condo
2,414
1,198,035
29
Female
38,212
Divorced
1
Master's
Unemployed
27.2644
Suburban
Basic
2
6
783
4
2020-02-10 15:21:39.084065
Poor
Yes
Rarely
Condo
1,299
1,198,036
24
Female
1,029
Married
1
Bachelor's
Employed
null
Urban
Comprehensive
1
5
null
6
2021-02-12 15:21:39.134960
Average
No
Rarely
Apartment
681
1,198,037
20
Male
44,141
Divorced
null
Master's
Employed
46.133964
Urban
Basic
1
2
null
3
2024-01-10 15:21:39.150730
Poor
Yes
Monthly
House
451
1,198,038
30
Male
136,974
Single
3
High School
Self-Employed
33.481079
Urban
Basic
0
15
414
1
2022-03-12 15:21:39.194829
null
No
Weekly
Apartment
543
1,198,039
46
Male
5,866
Married
4
Bachelor's
Self-Employed
11.07469
Rural
Comprehensive
null
16
427
6
2022-01-05 15:21:39.086123
Average
Yes
Daily
Apartment
485
1,198,040
64
Female
23,656
Divorced
4
Bachelor's
Unemployed
10.459781
Suburban
Premium
1
6
null
6
2022-08-02 15:21:39.176717
Good
No
Weekly
House
912
1,198,041
50
Male
19,774
Married
0
Master's
Unemployed
26.966002
Suburban
Basic
1
10
839
7
2022-02-01 15:21:39.229482
Good
Yes
Weekly
House
447
1,198,042
59
Male
45,628
Single
0
Bachelor's
Employed
29.067128
Urban
Basic
null
13
null
1
2020-07-12 15:21:39.147735
Average
No
Weekly
Condo
509
1,198,043
23
Male
50,617
Married
0
PhD
Self-Employed
41.802908
Rural
Comprehensive
null
19
372
1
2021-12-01 15:21:39.098696
Poor
Yes
Weekly
Condo
100
1,198,044
53
Female
14,807
Married
2
Master's
null
29.816192
Urban
Premium
1
2
798
1
2023-11-01 15:21:39.252145
Good
Yes
Monthly
Condo
154
1,198,045
61
Male
92,358
Divorced
1
High School
Self-Employed
38.911719
Rural
Comprehensive
0
9
425
5
2024-05-25 15:21:39.196387
Poor
Yes
Rarely
House
367
1,198,046
42
Male
120,691
Single
0
Master's
Self-Employed
12.715876
Suburban
Comprehensive
0
7
379
5
2024-01-17 15:21:39.235012
Average
No
Weekly
Condo
835
1,198,047
24
Female
24,761
Single
1
Bachelor's
null
21.88644
Urban
Comprehensive
0
18
841
8
2020-05-25 15:21:39.237118
Average
No
Daily
Apartment
955
1,198,048
47
Male
8,891
Single
4
Master's
null
null
Rural
Comprehensive
0
10
479
2
2022-09-02 15:21:39.098696
Good
Yes
Monthly
Apartment
1,848
1,198,049
30
Female
23,791
Married
3
Bachelor's
Employed
30.352311
Suburban
Comprehensive
1
0
511
9
2023-07-03 15:21:39.087123
Good
No
Monthly
House
23
1,198,050
58
Male
56,956
Married
2
Master's
null
null
Suburban
Premium
1
18
434
7
2023-12-22 15:21:39.155231
Good
No
Weekly
Apartment
1,283
1,198,051
53
Female
14,054
Single
3
High School
Self-Employed
null
Rural
Premium
null
2
686
4
2023-06-25 15:21:39.114118
Good
Yes
Rarely
Apartment
587
1,198,052
34
Male
4,064
Married
null
Bachelor's
Self-Employed
35.263949
Urban
Premium
0
16
324
5
2020-11-28 15:21:39.155231
Poor
Yes
Weekly
House
1,130
1,198,053
56
Female
1,429
Divorced
4
PhD
Employed
28.185935
Urban
Basic
3
5
725
2
2023-01-09 15:21:39.222387
Good
Yes
Monthly
House
1,563
1,198,054
59
Female
46,317
Single
1
Bachelor's
Employed
20.236046
Suburban
Premium
0
6
556
7
2024-02-15 15:21:39.155231
Good
Yes
Daily
House
616
1,198,055
61
Male
56,799
Divorced
2
High School
Self-Employed
11.664662
Urban
Basic
0
15
591
3
2022-02-12 15:21:39.235012
Poor
No
Rarely
House
313
1,198,056
58
Male
27,984
Married
1
Master's
Unemployed
21.640014
Rural
Basic
null
1
462
9
2024-02-03 15:21:39.084065
null
Yes
Weekly
House
2,474
1,198,057
55
Male
2,628
Divorced
null
PhD
Self-Employed
23.677536
Rural
Basic
0
4
301
1
2022-03-09 15:21:39.207847
Poor
Yes
Daily
House
1,510
1,198,058
36
Female
14,053
Divorced
4
Bachelor's
null
43.973298
Rural
Basic
1
1
null
6
2022-02-07 15:21:39.192212
Good
Yes
Rarely
House
755
1,198,059
62
Female
28,464
Married
1
Master's
Self-Employed
13.31403
Rural
Comprehensive
1
12
712
3
2020-11-23 15:21:39.155231
Average
No
Daily
Condo
137
1,198,060
55
Male
54,909
Divorced
1
High School
null
30.51474
Suburban
Comprehensive
2
7
438
9
2022-08-06 15:21:39.155231
Good
No
Monthly
Apartment
572
1,198,061
44
Female
16,042
Divorced
0
Bachelor's
null
44.794903
Rural
Comprehensive
2
5
736
1
2022-12-26 15:21:39.126661
Average
No
Daily
Condo
586
1,198,062
22
Female
43,750
Single
4
Bachelor's
Unemployed
40.937668
Suburban
Basic
null
13
595
2
2021-08-07 15:21:39.132191
Average
No
Monthly
Condo
2,133
1,198,063
56
Male
4,550
Single
2
PhD
Unemployed
14.422825
Suburban
Premium
0
0
543
9
2020-01-19 15:21:39.174719
Good
Yes
Monthly
Condo
119
1,198,064
35
Male
129,651
Married
3
Master's
Unemployed
12.1049
Rural
Basic
0
11
433
3
2021-07-28 15:21:39.247098
Average
Yes
Daily
Condo
129
1,198,065
37
Female
75,930
Single
2
Master's
null
8.442163
Urban
Basic
0
10
355
5
2020-08-20 15:21:39.113566
null
Yes
Daily
Condo
712
1,198,066
62
Male
24,761
Married
null
PhD
null
null
Urban
Comprehensive
1
18
652
6
2023-12-25 15:21:39.211806
null
Yes
Monthly
House
1,088
1,198,067
29
Female
null
Single
1
Master's
null
16.624331
Suburban
Basic
1
7
807
3
2020-11-02 15:21:39.252145
Average
No
Weekly
House
50
1,198,068
34
Female
1,156
Single
3
Master's
Self-Employed
10.13548
Suburban
Comprehensive
2
10
798
7
2022-02-05 15:21:39.176717
Average
Yes
Rarely
Apartment
2,088
1,198,069
45
Female
51,865
Single
4
High School
Self-Employed
46.672468
Urban
Comprehensive
3
17
689
8
2022-11-18 15:21:39.088124
Poor
No
Weekly
Condo
2,225
1,198,070
46
Male
9,091
Divorced
2
High School
Employed
null
Rural
Premium
null
7
464
4
2019-09-20 15:21:39.237118
Good
No
Monthly
Condo
1,069
1,198,071
39
Male
null
Divorced
2
PhD
Unemployed
30.276919
Urban
Premium
1
7
431
6
2019-12-16 15:21:39.229482
Good
No
Rarely
Apartment
793
1,198,072
30
Female
25,791
Single
1
PhD
null
11.717456
Urban
Premium
null
17
805
3
2020-09-24 15:21:39.187211
Good
No
Monthly
House
860
1,198,073
21
Male
64,296
Divorced
0
PhD
null
17.35234
Rural
Basic
null
6
438
2
2024-02-06 15:21:39.169102
Good
Yes
Daily
Apartment
438
1,198,074
18
Female
2,726
Single
0
Master's
Employed
19.939759
Urban
Comprehensive
null
2
466
5
2024-05-31 15:21:39.281787
Average
No
Monthly
Apartment
217
1,198,075
60
Female
2,858
Divorced
1
PhD
Employed
9.488889
Urban
Premium
3
13
758
9
2022-04-29 15:21:39.201446
Good
Yes
Rarely
House
2,489
1,198,076
47
Male
45,904
Single
0
High School
null
46.813376
Rural
Basic
0
0
743
3
2019-09-18 15:21:39.170099
Average
No
Daily
House
489
1,198,077
39
Male
22,553
Married
1
Bachelor's
null
23.74329
Suburban
Premium
null
1
666
9
2021-11-26 15:21:39.188220
null
Yes
Weekly
Apartment
225
1,198,078
36
Female
2,631
Married
0
Master's
null
22.884677
Suburban
Premium
0
14
595
9
2023-06-21 15:21:39.215386
null
Yes
Weekly
Apartment
1,201
1,198,079
64
Female
80,785
Married
1
Master's
Employed
19.923698
Rural
Comprehensive
1
7
437
2
2021-01-14 15:21:39.097737
Good
No
Monthly
Condo
618
1,198,080
47
Male
1,159
Divorced
null
PhD
Unemployed
34.624095
Rural
Basic
null
9
662
4
2023-05-21 15:21:39.134960
Poor
Yes
Daily
House
100
1,198,081
32
Male
4,564
Married
null
High School
null
40.184846
Suburban
Basic
null
12
593
5
2020-04-27 15:21:39.208842
Poor
Yes
Daily
House
30
1,198,082
64
Male
2,476
Divorced
4
PhD
Self-Employed
7.893397
Urban
Premium
null
1
null
7
2023-03-11 15:21:39.134960
Poor
Yes
Daily
Condo
2,564
1,198,083
48
Male
1,585
Single
2
Master's
null
18.613634
Rural
Basic
2
1
566
1
2023-04-29 15:21:39.134960
Average
No
Monthly
Condo
1,316
1,198,084
40
Female
4,747
Married
0
High School
null
null
Suburban
Premium
0
8
487
9
2019-10-17 15:21:39.237118
Good
Yes
Weekly
Condo
1,030
1,198,085
49
Male
1,879
Married
1
High School
Self-Employed
40.066017
Rural
Premium
4
6
438
8
2022-07-22 15:21:39.252145
null
Yes
Weekly
Condo
426
1,198,086
59
Female
24,560
Single
2
High School
Employed
30.78575
Urban
Comprehensive
1
6
533
5
2021-12-01 15:21:39.134960
Poor
No
Rarely
Condo
2,919
1,198,087
45
Female
5,534
Married
0
Bachelor's
null
20.663803
Suburban
Basic
1
1
null
5
2021-01-16 15:21:39.134960
Average
No
Daily
Condo
823
1,198,088
26
Male
10,170
Married
1
PhD
Unemployed
null
Rural
Basic
null
4
516
7
2020-06-21 15:21:39.081504
Average
Yes
Weekly
Apartment
1,283
1,198,089
64
Male
104,859
Single
3
Master's
Employed
49.666317
Suburban
Premium
6
15
317
3
2021-09-12 15:21:39.144722
Poor
Yes
Daily
Condo
912
1,198,090
30
Male
23,480
Divorced
2
Master's
Employed
3.918916
Rural
Basic
0
2
802
2
2023-08-23 15:21:39.117183
Poor
No
Daily
House
573
1,198,091
46
Female
5,962
Single
4
Bachelor's
Employed
22.869778
Urban
Comprehensive
null
12
626
9
2020-10-07 15:21:39.246098
Good
No
Rarely
Apartment
1,983
1,198,092
49
Male
16,733
Married
2
Bachelor's
Self-Employed
32.697716
Suburban
Comprehensive
3
3
null
7
2022-02-11 15:21:39.276901
Good
No
Rarely
Apartment
307
1,198,093
35
Male
958
Divorced
0
PhD
null
16.839675
Rural
Comprehensive
2
18
557
7
2020-04-03 15:21:39.134960
Good
Yes
Rarely
Apartment
195
1,198,094
48
Female
33,005
Divorced
1
High School
null
31.25933
Rural
Comprehensive
2
19
312
3
2019-08-31 15:21:39.134960
Average
Yes
Weekly
House
1,243
1,198,095
39
Female
56,640
Married
4
PhD
null
20.864775
Urban
Basic
null
14
316
7
2020-01-14 15:21:39.134960
Poor
Yes
Daily
House
258
1,198,096
22
Female
14,718
Single
4
Bachelor's
Employed
19.895842
Urban
Basic
0
16
584
6
2021-04-15 15:21:39.237118
Good
No
Rarely
Condo
893
1,198,097
34
Male
43,007
Single
4
High School
Employed
46.534365
Urban
Basic
0
1
629
1
2022-06-25 15:21:39.134960
Poor
No
Daily
Apartment
1,257
1,198,098
24
Male
12,042
Divorced
1
Bachelor's
null
34.534654
Rural
Comprehensive
0
6
722
5
2021-05-27 15:21:39.261856
Poor
Yes
Monthly
Condo
1,887
1,198,099
29
Male
59,942
Divorced
0
PhD
null
21.519736
Suburban
Comprehensive
2
6
583
1
2022-07-07 15:21:39.097737
Average
No
Weekly
Condo
2,285