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
1,190,000
31
Female
16,649
Divorced
1
High School
Self-Employed
47.451839
Urban
Premium
null
5
null
1
2022-07-15 15:21:39.170099
Poor
No
Weekly
Condo
1,391
1,190,001
27
Female
108,891
null
2
Master's
Employed
14.828401
Rural
Premium
null
10
379
8
2023-11-01 15:21:39.237118
Average
Yes
Weekly
Apartment
1,746
1,190,002
61
Male
39,589
Married
2
High School
Unemployed
12.814019
Urban
Premium
null
11
555
9
2023-09-02 15:21:39.208842
Average
No
Rarely
House
596
1,190,003
47
Female
24,983
Married
3
PhD
null
19.846
Suburban
Comprehensive
null
10
830
1
2023-09-15 15:21:39.087123
Poor
No
Monthly
House
527
1,190,004
39
Male
12,708
Divorced
4
High School
Unemployed
28.26597
Rural
Basic
null
16
744
4
2021-05-06 15:21:39.096739
Average
No
Daily
House
1,327
1,190,005
26
Female
52,414
Divorced
3
Bachelor's
Self-Employed
14.276742
Suburban
Premium
null
3
null
1
2024-03-10 15:21:39.269494
Good
Yes
Weekly
Condo
234
1,190,006
61
Male
15,641
Single
null
Bachelor's
null
4.86346
Urban
Basic
2
15
831
7
2023-09-24 15:21:39.265513
Poor
No
Weekly
Apartment
492
1,190,007
50
Male
30,292
Single
0
Master's
null
48.13013
Suburban
Premium
null
18
591
2
2020-06-12 15:21:39.155231
Poor
Yes
Daily
Apartment
1,326
1,190,008
37
Male
14,783
Married
0
Bachelor's
Employed
28.140432
Suburban
Comprehensive
0
10
653
9
2023-11-07 15:21:39.155231
Average
No
Rarely
Apartment
547
1,190,009
22
Male
19,768
Divorced
null
Bachelor's
null
31.588578
Suburban
Comprehensive
0
18
438
7
2024-05-08 15:21:39.155231
Average
No
Rarely
Condo
710
1,190,010
21
Female
3,750
Single
1
Bachelor's
Self-Employed
null
Suburban
Basic
null
11
454
8
2019-10-29 15:21:39.264504
Poor
Yes
Weekly
Apartment
605
1,190,011
29
Male
46,315
Married
0
PhD
Unemployed
24.42672
Rural
Comprehensive
4
9
null
7
2023-12-11 15:21:39.134960
Good
No
Daily
House
3,432
1,190,012
55
Female
4,464
Divorced
2
Bachelor's
Employed
39.13703
Suburban
Comprehensive
null
14
714
5
2023-10-29 15:21:39.170099
null
Yes
Rarely
Apartment
2,478
1,190,013
null
Male
6,908
Divorced
null
PhD
null
22.826451
Rural
Comprehensive
4
6
558
5
2022-02-12 15:21:39.155231
Poor
No
Rarely
House
699
1,190,014
33
Male
3,146
Married
0
Bachelor's
null
null
Suburban
Premium
0
11
593
4
2023-03-04 15:21:39.174719
Good
No
Weekly
Condo
679
1,190,015
56
Female
19,448
Married
4
PhD
Self-Employed
28.745568
Suburban
Basic
null
18
351
8
2020-01-14 15:21:39.106582
Good
Yes
Monthly
Apartment
1,116
1,190,016
39
Male
116,868
Married
2
PhD
null
32.571867
Suburban
Basic
1
1
363
4
2024-02-18 15:21:39.192212
Average
Yes
Rarely
Condo
476
1,190,017
40
Female
1,489
Married
0
Master's
Self-Employed
17.647749
Rural
Basic
0
3
499
6
2022-02-12 15:21:39.193769
Average
No
Rarely
House
1,103
1,190,018
62
Male
null
Single
0
Bachelor's
Self-Employed
23.569002
Suburban
Basic
0
6
321
9
2022-07-24 15:21:39.237118
Good
Yes
Daily
House
685
1,190,019
58
Female
51,402
Married
1
High School
Unemployed
26.843134
Rural
Premium
2
17
null
2
2021-08-17 15:21:39.143708
Poor
Yes
Weekly
Condo
29
1,190,020
39
Female
4,371
Married
3
High School
Employed
15.832249
Suburban
Basic
null
9
474
4
2020-06-06 15:21:39.202448
Good
Yes
Rarely
Apartment
1,361
1,190,021
42
Male
null
Divorced
3
Master's
Self-Employed
21.354671
Suburban
Premium
0
8
425
7
2022-03-02 15:21:39.134960
Average
No
Daily
Apartment
411
1,190,022
60
Female
null
Divorced
1
High School
Self-Employed
8.756431
Suburban
Comprehensive
null
7
363
8
2023-08-08 15:21:39.285112
Average
No
Rarely
Apartment
1,069
1,190,023
56
Female
38,229
Divorced
1
PhD
null
18.09228
Urban
Basic
1
7
694
6
2020-01-06 15:21:39.237118
Good
No
Monthly
House
456
1,190,024
59
Male
34,198
Married
3
Bachelor's
Unemployed
32.642397
Rural
Premium
null
15
671
2
2022-07-09 15:21:39.257696
Good
No
Daily
Condo
727
1,190,025
27
Female
5,729
Single
0
Master's
Self-Employed
11.01087
Urban
Premium
null
14
753
2
2024-04-21 15:21:39.170099
Average
No
Weekly
House
712
1,190,026
22
Female
76,586
Married
0
Master's
null
28.906287
Urban
Premium
0
11
437
6
2021-12-29 15:21:39.155231
Poor
No
Weekly
Condo
1,415
1,190,027
33
Male
16,109
Single
3
Master's
Self-Employed
9.835361
Urban
Comprehensive
1
14
594
3
2023-12-02 15:21:39.185215
Good
Yes
Daily
Apartment
313
1,190,028
21
Female
62,390
Divorced
null
Bachelor's
null
11.657071
Rural
Basic
3
2
806
1
2022-03-09 15:21:39.111551
Good
Yes
Rarely
Apartment
253
1,190,029
37
Female
2,784
Single
3
Master's
Unemployed
25.512417
Urban
Premium
0
17
515
9
2024-06-26 15:21:39.090124
Poor
Yes
Monthly
Condo
395
1,190,030
35
Female
null
Single
null
PhD
null
31.715603
Rural
Premium
2
7
349
9
2023-06-16 15:21:39.285112
Average
No
Monthly
House
592
1,190,031
21
Male
2,426
Single
1
High School
Unemployed
27.384989
Suburban
Premium
0
10
484
8
2023-10-02 15:21:39.237118
Poor
No
Weekly
Apartment
25
1,190,032
55
Female
3,972
Single
3
High School
Employed
31.849644
Suburban
Premium
0
1
431
7
2019-12-14 15:21:39.122134
Poor
No
Monthly
House
664
1,190,033
55
Female
72,285
Single
2
High School
null
46.682573
Suburban
Comprehensive
0
0
843
7
2023-05-19 15:21:39.093681
null
No
Monthly
House
3,938
1,190,034
57
Male
105,322
Divorced
0
PhD
Employed
18.69075
Urban
Comprehensive
null
14
523
3
2024-07-19 15:21:39.283783
Average
Yes
Monthly
House
269
1,190,035
53
Male
2,861
Single
3
PhD
null
14.895351
Rural
Basic
null
15
595
3
2023-06-30 15:21:39.263607
Good
No
Monthly
Apartment
191
1,190,036
51
Female
44,127
Divorced
3
High School
null
11.24901
Urban
Premium
0
5
null
4
2019-11-23 15:21:39.100695
Average
No
Daily
Apartment
631
1,190,037
32
Male
25,009
Single
1
High School
Self-Employed
42.989576
Urban
Premium
0
7
716
8
2022-05-21 15:21:39.092127
Good
No
Daily
House
3,171
1,190,038
23
Female
105,149
Divorced
3
High School
Unemployed
50.923126
Rural
Comprehensive
null
14
554
4
2023-03-08 15:21:39.134960
Poor
Yes
Weekly
Apartment
105
1,190,039
43
Male
41,697
Single
4
Bachelor's
Employed
22.371042
Urban
Comprehensive
null
11
432
3
2023-05-07 15:21:39.289099
Poor
No
Daily
House
961
1,190,040
40
Female
26
Single
4
Master's
null
21.966188
Rural
Basic
0
15
513
4
2024-06-29 15:21:39.155231
Average
No
Rarely
Apartment
2,188
1,190,041
51
Female
87,922
Divorced
2
PhD
Employed
32.567111
Suburban
Basic
1
19
476
9
2024-07-04 15:21:39.121169
Good
No
Daily
House
2,080
1,190,042
20
Female
15,954
Divorced
0
PhD
Self-Employed
36.084466
Urban
Comprehensive
2
17
442
7
2021-06-20 15:21:39.279729
Average
Yes
Rarely
Apartment
839
1,190,043
null
Female
3,367
Divorced
0
PhD
Employed
28.633998
Urban
Premium
null
16
775
7
2024-06-26 15:21:39.092127
Poor
No
Rarely
Apartment
28
1,190,044
58
Female
104,760
Married
0
Master's
Self-Employed
25.966115
Rural
Basic
1
15
359
7
2019-11-07 15:21:39.214388
Poor
Yes
Daily
Condo
609
1,190,045
26
Female
14,961
Single
3
High School
Self-Employed
null
Suburban
Premium
0
8
553
8
2024-06-08 15:21:39.155231
Average
Yes
Rarely
Condo
522
1,190,046
38
Male
83,665
null
2
Bachelor's
Unemployed
48.099376
Suburban
Comprehensive
0
6
564
3
2019-12-19 15:21:39.154008
Average
No
Rarely
Apartment
3,460
1,190,047
63
Female
5,655
Single
4
High School
Employed
29.763846
Suburban
Comprehensive
1
7
649
5
2021-12-31 15:21:39.149731
Good
Yes
Rarely
House
3,902
1,190,048
60
Female
32,028
Married
4
High School
Unemployed
20.692052
Suburban
Comprehensive
0
9
586
7
2024-07-31 15:21:39.282785
Good
Yes
Rarely
House
3,341
1,190,049
59
Male
11,743
Married
4
Master's
Unemployed
13.652067
Urban
Basic
1
13
null
5
2024-06-09 15:21:39.237118
Good
Yes
Weekly
House
794
1,190,050
55
Male
12,098
Single
0
Bachelor's
null
null
Urban
Premium
null
12
788
3
2024-02-09 15:21:39.237118
Poor
No
Weekly
House
1,453
1,190,051
20
Female
37,398
Single
3
Bachelor's
Self-Employed
13.97613
Urban
Premium
0
17
635
3
2021-09-09 15:21:39.091080
Poor
No
Monthly
House
708
1,190,052
29
Female
30,395
Married
4
High School
Unemployed
20.735394
Suburban
Premium
null
4
766
9
2022-04-23 15:21:39.119168
Poor
No
Monthly
Condo
653
1,190,053
18
Male
705
Divorced
4
Master's
null
47.238842
Suburban
Basic
null
3
722
5
2024-03-12 15:21:39.134960
Average
Yes
Rarely
Apartment
2,596
1,190,054
36
Male
44,804
Divorced
1
Bachelor's
Self-Employed
null
Rural
Basic
0
4
657
3
2019-10-10 15:21:39.106582
Good
No
Rarely
Apartment
958
1,190,055
57
Male
33,520
Divorced
0
High School
null
23.039854
Suburban
Basic
0
16
411
4
2023-10-03 15:21:39.143708
Poor
Yes
Daily
Apartment
474
1,190,056
49
Male
496
Married
4
High School
null
41.566892
Urban
Premium
3
0
null
6
2020-05-13 15:21:39.169102
Good
Yes
Weekly
House
805
1,190,057
21
Male
140,825
Divorced
1
Bachelor's
null
12.647973
Suburban
Basic
3
16
461
7
2024-04-29 15:21:39.264504
Good
No
Rarely
House
466
1,190,058
22
Female
2,492
Married
0
High School
Unemployed
18.792028
Suburban
Premium
1
15
607
3
2022-02-20 15:21:39.134960
Average
No
Daily
Condo
2,362
1,190,059
45
Male
43,714
Married
2
Bachelor's
Employed
31.398916
Rural
Basic
1
7
725
4
2023-10-09 15:21:39.206847
Average
Yes
Weekly
Apartment
735
1,190,060
59
Male
1,408
Divorced
0
Bachelor's
Employed
28.869033
Rural
Premium
2
11
626
3
2022-06-25 15:21:39.272456
Poor
No
Weekly
House
1,016
1,190,061
46
Male
25,693
Married
1
Master's
Employed
15.964985
Urban
Basic
0
15
576
9
2022-08-05 15:21:39.155231
Good
Yes
Monthly
Condo
527
1,190,062
51
Female
9,058
Single
0
PhD
Unemployed
36.296048
Rural
Basic
null
13
687
9
2024-01-15 15:21:39.167099
Poor
Yes
Rarely
Apartment
1,776
1,190,063
39
Female
5,370
Divorced
3
Master's
Unemployed
13.907185
Rural
Comprehensive
null
15
590
8
2021-12-04 15:21:39.226954
Average
No
Monthly
Apartment
52
1,190,064
18
Female
16,983
Divorced
null
PhD
Self-Employed
null
Urban
Comprehensive
null
7
791
3
2023-03-19 15:21:39.204790
Average
Yes
Daily
Apartment
1,553
1,190,065
55
Male
28,293
Married
0
Master's
null
20.481718
Suburban
Premium
1
13
669
4
2020-05-20 15:21:39.131192
Poor
No
Weekly
Apartment
487
1,190,066
43
Female
null
Married
2
Master's
Self-Employed
24.641029
Urban
Comprehensive
0
17
432
1
2021-11-06 15:21:39.251142
Poor
No
Monthly
House
870
1,190,067
27
Female
81,725
Divorced
4
PhD
Unemployed
17.003325
Urban
Premium
2
18
607
6
2024-07-31 15:21:39.155231
Average
No
Monthly
Condo
2,370
1,190,068
64
Female
56,274
Divorced
3
High School
null
39.592453
Urban
Basic
0
14
348
3
2020-09-02 15:21:39.123711
Average
No
Rarely
House
95
1,190,069
41
Male
3,769
Divorced
2
PhD
Unemployed
27.95138
Suburban
Basic
0
15
447
9
2021-09-09 15:21:39.206847
Good
Yes
Rarely
Condo
556
1,190,070
38
Male
10,144
Married
0
PhD
Self-Employed
28.485087
Rural
Comprehensive
null
4
759
1
2023-05-16 15:21:39.226954
Average
Yes
Monthly
Apartment
679
1,190,071
28
Male
1,457
Divorced
0
Bachelor's
Unemployed
null
Urban
Premium
3
0
619
2
2022-12-22 15:21:39.261856
Good
No
Monthly
Apartment
2,386
1,190,072
43
Female
31,895
Single
1
High School
Unemployed
24.726461
Urban
Comprehensive
null
2
317
3
2023-01-12 15:21:39.145732
Good
No
Monthly
House
1,304
1,190,073
41
Female
43,926
Married
3
PhD
Employed
27.067203
Suburban
Premium
1
18
755
4
2022-06-03 15:21:39.263607
Poor
Yes
Rarely
Apartment
101
1,190,074
26
Female
2,428
Single
0
Bachelor's
null
25.634888
Urban
Premium
1
5
461
7
2020-01-27 15:21:39.134960
Good
No
Weekly
Condo
635
1,190,075
32
Male
25,282
Divorced
1
Master's
Employed
32.367419
Rural
Comprehensive
1
19
324
6
2021-11-03 15:21:39.185215
Average
Yes
Daily
House
1,878
1,190,076
59
Female
44,734
Married
4
Master's
Unemployed
28.966142
Rural
Comprehensive
1
2
567
7
2023-03-28 15:21:39.170099
Good
No
Rarely
House
25
1,190,077
19
Male
null
Divorced
4
High School
Self-Employed
26.29089
Rural
Comprehensive
null
0
342
1
2020-06-01 15:21:39.276901
Good
Yes
Daily
House
874
1,190,078
44
Male
15,123
Single
2
PhD
Employed
12.793948
Suburban
Comprehensive
1
5
807
1
2020-09-24 15:21:39.092127
Poor
Yes
Weekly
Condo
514
1,190,079
41
Female
null
Single
null
Master's
Unemployed
51.277031
Urban
Basic
null
14
363
2
2020-07-08 15:21:39.155231
null
No
Monthly
House
919
1,190,080
57
Female
35,017
Married
4
Bachelor's
Unemployed
53.974864
Rural
Basic
1
14
646
4
2019-09-01 15:21:39.117183
Good
Yes
Weekly
House
1,043
1,190,081
50
Female
40,561
Single
null
PhD
Employed
22.384293
Rural
Comprehensive
1
3
530
2
2021-02-25 15:21:39.131192
Poor
No
Rarely
House
1,167
1,190,082
54
Female
14,094
Divorced
2
Bachelor's
Unemployed
20.551066
Suburban
Comprehensive
2
2
709
4
2024-06-18 15:21:39.245086
Good
Yes
Daily
House
40
1,190,083
29
Male
5,570
Single
0
Bachelor's
Self-Employed
28.143665
Suburban
Premium
null
8
null
4
2023-06-12 15:21:39.231531
Poor
Yes
Monthly
Apartment
1,175
1,190,084
49
Male
9,003
Single
4
Bachelor's
null
31.822294
Urban
Comprehensive
2
19
310
9
2023-11-11 15:21:39.123711
Good
Yes
Monthly
Apartment
524
1,190,085
54
Female
7,084
Single
1
Bachelor's
null
15.918658
Suburban
Comprehensive
0
10
734
8
2021-03-30 15:21:39.228521
Good
Yes
Daily
Apartment
476
1,190,086
34
Female
14,053
Divorced
2
Master's
null
29.539785
Urban
Basic
null
2
733
1
2022-09-21 15:21:39.151732
Average
No
Weekly
Condo
1,330
1,190,087
38
Female
68,402
Divorced
3
High School
null
17.011982
Urban
Comprehensive
1
4
null
1
2022-01-08 15:21:39.134960
Good
No
Rarely
House
141
1,190,088
63
Female
35,998
Married
1
PhD
Self-Employed
27.60709
Suburban
Premium
2
5
832
9
2020-03-20 15:21:39.155231
Good
No
Rarely
Condo
2,313
1,190,089
56
Female
19,318
Single
2
High School
Employed
24.090718
Urban
Comprehensive
null
4
null
5
2024-01-17 15:21:39.095696
Poor
Yes
Rarely
Apartment
788
1,190,090
47
Female
37,389
Single
1
Master's
Unemployed
23.157825
Rural
Comprehensive
0
3
836
2
2021-04-11 15:21:39.237118
Poor
Yes
Daily
Apartment
1,834
1,190,091
45
Male
28,783
Single
3
High School
Unemployed
10.746552
Urban
Basic
null
16
791
2
2023-06-21 15:21:39.122134
Average
No
Monthly
Apartment
586
1,190,092
22
Male
25,513
Single
1
PhD
Employed
49.845389
Suburban
Basic
3
13
513
6
2023-04-11 15:21:39.124659
Poor
No
Rarely
House
382
1,190,093
20
Male
43,901
Single
2
High School
Employed
44.376714
Suburban
Premium
0
8
529
1
2022-12-16 15:21:39.237118
Average
No
Weekly
House
775
1,190,094
47
Female
43,762
Married
1
High School
Unemployed
27.929885
Rural
Basic
0
7
394
4
2022-10-12 15:21:39.134960
Poor
No
Rarely
Condo
887
1,190,095
58
Male
615
Married
1
PhD
null
null
Suburban
Comprehensive
2
2
725
6
2020-09-11 15:21:39.237118
Poor
No
Rarely
Condo
478
1,190,096
35
Male
27,741
Married
4
PhD
Self-Employed
34.822782
Suburban
Comprehensive
2
3
649
3
2021-02-17 15:21:39.251142
Poor
Yes
Monthly
House
496
1,190,097
56
Male
59,251
Married
1
PhD
Self-Employed
44.155977
Rural
Comprehensive
null
4
382
7
2021-11-06 15:21:39.134960
Average
No
Daily
Apartment
572
1,190,098
62
Female
2,452
Divorced
0
Bachelor's
Self-Employed
42.760025
Urban
Comprehensive
2
9
753
9
2024-04-10 15:21:39.082499
Average
Yes
Rarely
House
157
1,190,099
32
Female
81,060
Married
1
High School
Self-Employed
24.829484
Rural
Comprehensive
null
5
426
5
2020-10-02 15:21:39.092127
Good
No
Weekly
House
182