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
7,000
33
Female
20,654
Married
1
PhD
Employed
28.523929
Urban
Basic
1
11
682
5
2021-07-24 15:21:39.087123
Good
Yes
Weekly
House
1,099
7,001
36
Female
18,380
Divorced
2
Bachelor's
Self-Employed
26.090837
Urban
Comprehensive
null
16
684
3
2019-11-18 15:21:39.253660
Average
No
Daily
Apartment
1,615
7,002
48
Female
3,379
Single
1
PhD
Unemployed
29.076537
Suburban
Comprehensive
2
3
576
9
2020-12-31 15:21:39.254678
Average
No
Daily
House
1,051
7,003
36
Female
70,934
null
0
Bachelor's
null
21.471116
Rural
Basic
3
0
506
1
2020-09-18 15:21:39.134960
Poor
Yes
Daily
Condo
397
7,004
62
Male
83,490
Divorced
4
Bachelor's
null
16.083927
Suburban
Premium
4
17
520
4
2024-05-11 15:21:39.088124
Poor
No
Weekly
Apartment
2,063
7,005
22
Male
76,815
Married
1
PhD
Unemployed
36.125934
Urban
Premium
0
18
321
9
2024-07-28 15:21:39.181605
Good
Yes
Daily
House
1,338
7,006
44
Female
2,698
Single
4
Bachelor's
null
8.772622
Suburban
Comprehensive
3
8
627
7
2022-04-02 15:21:39.134960
Good
Yes
Rarely
Condo
661
7,007
41
Female
49,913
Divorced
3
PhD
Unemployed
40.07507
Urban
Premium
1
11
323
3
2024-02-21 15:21:39.188220
Good
No
Rarely
Condo
494
7,008
61
Female
12,962
Married
4
PhD
Employed
19.677469
Urban
Comprehensive
null
19
729
8
2020-10-06 15:21:39.093681
Poor
Yes
Monthly
House
881
7,009
33
Female
51,705
Married
0
High School
null
13.037357
Urban
Basic
0
4
411
8
2019-10-28 15:21:39.222387
Average
No
Weekly
Condo
934
7,010
23
Male
61,844
Divorced
4
Bachelor's
null
41.552987
Suburban
Basic
2
10
634
9
2023-02-26 15:21:39.246098
Good
Yes
Weekly
House
93
7,011
58
Male
56,465
Single
1
High School
Unemployed
14.988275
Rural
Basic
1
18
509
8
2022-09-29 15:21:39.172097
Average
No
Rarely
Apartment
2,265
7,012
55
Male
15,882
Divorced
null
Bachelor's
null
29.766364
Suburban
Comprehensive
3
19
804
6
2023-05-08 15:21:39.198406
Average
No
Weekly
House
841
7,013
20
Female
71,942
Married
4
High School
Unemployed
15.958469
Urban
Basic
null
8
783
7
2024-02-18 15:21:39.155231
Poor
No
Daily
Condo
295
7,014
33
Female
38,216
Single
4
Master's
Employed
33.542118
Urban
Basic
3
9
699
4
2023-09-20 15:21:39.155231
Poor
No
Monthly
Apartment
437
7,015
55
Female
34,021
Married
3
High School
null
19.039106
Urban
Comprehensive
1
14
743
2
2020-04-28 15:21:39.176717
Poor
Yes
Monthly
Condo
811
7,016
43
Male
59,699
Married
3
Master's
Unemployed
49.095276
Rural
Basic
0
8
437
1
2021-01-22 15:21:39.249100
Good
Yes
Weekly
Apartment
1,073
7,017
27
Male
127,407
Single
2
Bachelor's
Employed
52.78495
Urban
Comprehensive
1
7
474
4
2022-05-04 15:21:39.230483
Average
No
Monthly
Apartment
1,053
7,018
64
Male
12,056
Married
3
High School
Self-Employed
16.818476
Rural
Basic
1
8
487
6
2023-10-01 15:21:39.229482
Poor
Yes
Rarely
House
951
7,019
48
Male
27,881
Single
4
Bachelor's
Unemployed
23.266701
Urban
Comprehensive
null
10
null
2
2020-01-16 15:21:39.155231
Average
No
Weekly
House
726
7,020
32
Male
23,333
Divorced
2
Master's
Self-Employed
34.276882
Rural
Premium
null
18
731
2
2023-12-10 15:21:39.199447
Average
No
Weekly
House
100
7,021
39
Male
38,981
Married
3
PhD
Self-Employed
37.275548
Urban
Comprehensive
0
5
null
8
2022-05-29 15:21:39.273973
Good
No
Weekly
Condo
688
7,022
54
Male
136,043
Divorced
2
Master's
null
22.773884
Rural
Premium
null
18
322
2
2021-12-01 15:21:39.132191
Good
Yes
Daily
Apartment
1,061
7,023
63
Male
19,089
Married
4
High School
null
26.397845
Rural
Comprehensive
0
7
637
1
2021-06-02 15:21:39.184157
Poor
Yes
Monthly
Condo
110
7,024
50
Female
96
Married
3
Bachelor's
null
25.955536
Urban
Comprehensive
1
4
754
8
2022-03-21 15:21:39.237118
null
No
Rarely
House
3,111
7,025
35
Male
83,632
Married
null
Bachelor's
Unemployed
21.076434
Rural
Comprehensive
0
11
420
3
2023-03-08 15:21:39.279729
Poor
Yes
Rarely
House
567
7,026
44
Female
5,051
Divorced
4
High School
Unemployed
23.547452
Rural
Premium
null
13
640
2
2019-11-01 15:21:39.134960
Poor
No
Weekly
House
1,057
7,027
32
Female
4,420
Married
null
Bachelor's
Self-Employed
44.859126
Rural
Premium
1
12
636
6
2021-06-23 15:21:39.222387
Poor
No
Rarely
Apartment
2,329
7,028
22
Female
128,898
Single
2
High School
Unemployed
25.361302
Rural
Premium
0
10
null
9
2020-02-18 15:21:39.174719
Poor
Yes
Daily
Apartment
326
7,029
22
Female
4,232
Single
4
PhD
Self-Employed
15.84411
Rural
Basic
0
17
null
5
2020-03-16 15:21:39.189223
Poor
No
Weekly
House
165
7,030
48
Female
39,321
Divorced
4
Bachelor's
Employed
22.449986
Suburban
Premium
1
16
517
7
2021-07-07 15:21:39.283783
Average
No
Rarely
Apartment
495
7,031
40
Female
58,507
Single
null
PhD
Unemployed
17.734267
Rural
Comprehensive
1
13
406
8
2023-09-20 15:21:39.170099
Good
No
Rarely
Apartment
1,076
7,032
53
Male
79,159
Divorced
4
High School
Employed
35.715595
Suburban
Comprehensive
2
7
317
2
2021-06-22 15:21:39.177724
Poor
Yes
Rarely
House
472
7,033
41
Male
2,714
Single
null
Master's
Employed
12.645908
Rural
Premium
1
10
null
5
2020-09-21 15:21:39.237118
null
No
Daily
Condo
632
7,034
64
Male
10,589
Divorced
2
Bachelor's
Unemployed
17.818127
Urban
Basic
null
5
321
3
2020-10-03 15:21:39.170099
Good
Yes
Weekly
House
1,025
7,035
27
Female
958
Married
1
PhD
Unemployed
15.611712
Suburban
Basic
0
1
490
3
2021-12-07 15:21:39.098696
Poor
No
Monthly
House
2,283
7,036
59
Female
1,226
Single
4
Master's
Employed
32.879763
Rural
Basic
0
17
636
8
2021-03-23 15:21:39.194829
null
Yes
Daily
Condo
1,177
7,037
41
Female
117,761
Divorced
0
High School
Unemployed
48.446949
Suburban
Comprehensive
3
11
742
5
2022-07-19 15:21:39.180553
Good
No
Daily
Apartment
34
7,038
50
Male
4,465
Married
2
High School
Employed
26.926732
Rural
Comprehensive
2
15
710
5
2020-04-16 15:21:39.134960
Average
No
Rarely
House
1,487
7,039
46
Male
7,343
null
4
Master's
Unemployed
22.791294
Rural
Premium
null
8
489
8
2024-04-26 15:21:39.134960
Good
Yes
Daily
Condo
112
7,040
34
Male
null
Single
1
PhD
Unemployed
31.187559
Rural
Comprehensive
1
18
366
8
2023-08-16 15:21:39.095696
null
No
Daily
Apartment
1,358
7,041
27
Female
null
Divorced
0
Master's
Employed
32.382606
Suburban
Basic
1
1
733
1
2024-01-02 15:21:39.263607
Average
Yes
Daily
Apartment
49
7,042
63
Male
27,892
Divorced
2
PhD
null
17.671318
Rural
Premium
0
15
null
2
2022-08-28 15:21:39.256696
Poor
No
Weekly
Apartment
2,153
7,043
62
Female
120,685
null
1
Master's
Self-Employed
50.983573
Suburban
Basic
1
19
510
6
2021-11-27 15:21:39.290098
Average
No
Daily
House
1,351
7,044
39
Female
84,445
Married
2
PhD
null
20.537916
Suburban
Basic
null
18
523
3
2023-11-02 15:21:39.247098
Poor
Yes
Weekly
Apartment
397
7,045
59
Female
24,116
Divorced
3
PhD
Employed
null
Suburban
Basic
1
0
773
8
2022-09-29 15:21:39.261856
Average
No
Monthly
Apartment
1,089
7,046
57
Male
3,717
Divorced
4
Master's
null
21.881952
Urban
Basic
0
9
685
6
2022-06-26 15:21:39.248098
Good
Yes
Weekly
Condo
37
7,047
32
Male
61,870
Divorced
3
Bachelor's
Unemployed
52.053781
Rural
Basic
2
16
464
3
2024-06-30 15:21:39.084065
Average
No
Weekly
Apartment
1,804
7,048
26
Male
47,937
Divorced
1
Master's
Self-Employed
35.824543
Suburban
Premium
null
0
673
8
2024-04-28 15:21:39.237118
Average
No
Weekly
House
99
7,049
37
Female
17,900
Divorced
2
Bachelor's
Self-Employed
29.938577
Urban
Premium
null
11
762
7
2023-03-31 15:21:39.237118
Good
No
Weekly
Condo
463
7,050
33
Female
31,708
Married
1
Master's
Employed
19.812694
Rural
Comprehensive
0
17
808
9
2020-08-17 15:21:39.165120
Poor
No
Monthly
House
463
7,051
64
Male
88,550
Single
null
PhD
null
25.996326
Rural
Comprehensive
null
17
814
7
2019-11-05 15:21:39.276388
null
Yes
Monthly
House
2,025
7,052
45
Male
30,372
Divorced
null
Master's
null
33.290579
Urban
Premium
2
3
802
9
2020-12-28 15:21:39.155231
Average
No
Daily
Condo
1,628
7,053
40
Female
120,150
Married
0
Bachelor's
Unemployed
19.922138
Rural
Basic
2
1
829
4
2020-03-22 15:21:39.289099
Good
Yes
Weekly
Apartment
2,053
7,054
27
Male
6,072
Single
4
PhD
null
42.681095
Rural
Basic
0
9
null
9
2020-01-09 15:21:39.207847
Good
No
Rarely
Condo
1,040
7,055
21
Female
27,318
Married
null
Bachelor's
Self-Employed
4.243767
Rural
Premium
2
18
632
1
2019-12-27 15:21:39.207847
Average
Yes
Monthly
Condo
807
7,056
36
Male
1,366
Single
4
Bachelor's
Unemployed
27.524047
Suburban
Basic
3
4
null
7
2022-01-25 15:21:39.172097
Poor
No
Weekly
Apartment
368
7,057
31
Male
44,961
Divorced
2
PhD
null
null
Rural
Basic
null
1
759
2
2023-07-10 15:21:39.185215
Poor
No
Monthly
Condo
590
7,058
18
Female
20,659
Divorced
4
High School
Unemployed
25.575026
Urban
Comprehensive
null
12
null
2
2022-03-20 15:21:39.174719
Average
Yes
Daily
House
1,053
7,059
52
Female
58,301
Divorced
1
Bachelor's
Unemployed
33.936139
Urban
Premium
1
16
459
2
2023-11-12 15:21:39.197445
Average
Yes
Weekly
House
1,071
7,060
41
Female
46,079
Divorced
null
High School
null
22.760745
Rural
Premium
1
13
676
7
2023-05-15 15:21:39.283783
Good
Yes
Daily
House
1,605
7,061
59
Male
8,499
Single
3
Master's
Self-Employed
25.771712
Urban
Basic
null
3
809
6
2023-10-31 15:21:39.200452
Good
Yes
Daily
Condo
591
7,062
57
Male
50,226
Single
3
Master's
Employed
12.622899
Suburban
Premium
0
5
393
9
2021-04-14 15:21:39.155231
Poor
Yes
Monthly
House
495
7,063
42
Male
64,968
Married
2
High School
Self-Employed
22.835773
Urban
Premium
0
10
null
4
2022-08-01 15:21:39.129190
Average
No
Monthly
Apartment
111
7,064
45
Male
2,452
Single
2
PhD
Employed
21.95983
Rural
Comprehensive
5
14
518
2
2023-09-21 15:21:39.085129
Good
No
Daily
Apartment
945
7,065
23
Female
9,556
Married
4
Bachelor's
Self-Employed
23.933224
Urban
Comprehensive
3
10
479
8
2020-06-01 15:21:39.087123
Good
Yes
Weekly
House
816
7,066
46
Male
82,562
Single
null
Bachelor's
null
41.771024
Rural
Comprehensive
2
16
445
8
2021-12-31 15:21:39.244069
Poor
No
Monthly
House
1,401
7,067
50
Female
62,488
Married
0
High School
null
12.873162
Suburban
Basic
null
10
423
2
2021-10-25 15:21:39.155231
Good
No
Weekly
Apartment
798
7,068
57
Female
34,686
Divorced
3
PhD
Employed
40.587863
Urban
Premium
null
3
599
9
2024-05-11 15:21:39.224915
Poor
Yes
Weekly
Condo
1,657
7,069
41
Female
33,525
Single
4
High School
Employed
10.967604
Urban
Comprehensive
null
6
569
2
2024-04-13 15:21:39.097737
null
No
Monthly
Condo
146
7,070
24
Male
27,983
Single
3
PhD
Self-Employed
24.847287
Urban
Comprehensive
1
4
786
5
2019-12-23 15:21:39.264504
Average
No
Monthly
Apartment
577
7,071
null
Male
41,571
Single
null
PhD
Self-Employed
38.2845
Urban
Premium
3
7
785
3
2022-01-24 15:21:39.192212
Poor
Yes
Monthly
Condo
492
7,072
55
Female
18,610
Single
0
Master's
Self-Employed
8.89364
Suburban
Premium
null
14
583
4
2023-09-14 15:21:39.171102
Poor
No
Daily
Apartment
1,350
7,073
31
Male
1,877
Married
2
PhD
Employed
28.929295
Rural
Premium
4
3
518
1
2020-09-09 15:21:39.250151
Average
No
Daily
Condo
790
7,074
60
Male
7,239
Married
0
High School
null
8.637652
Urban
Premium
null
4
677
8
2022-02-06 15:21:39.245086
Poor
No
Weekly
Condo
921
7,075
null
Female
35,505
Single
2
Master's
Employed
30.578734
Rural
Premium
null
18
471
9
2023-10-16 15:21:39.251142
Poor
Yes
Daily
House
1,197
7,076
53
Male
914
Married
3
High School
Unemployed
31.017845
Urban
Comprehensive
3
14
765
8
2019-12-08 15:21:39.089116
Good
No
Weekly
Apartment
631
7,077
21
Male
56,470
Married
2
PhD
null
10.827762
Suburban
Comprehensive
0
9
805
8
2020-07-31 15:21:39.155231
Poor
No
Monthly
House
408
7,078
19
Female
103,677
Divorced
4
PhD
Unemployed
29.568881
Rural
Basic
3
7
442
7
2020-05-14 15:21:39.134960
Average
Yes
Rarely
Condo
1,344
7,079
47
Male
8,646
Single
3
Master's
Employed
8.927379
Suburban
Premium
null
9
738
1
2019-09-18 15:21:39.209847
Poor
No
Weekly
Apartment
572
7,080
30
Male
46,216
Single
1
Bachelor's
Self-Employed
40.839244
Rural
Premium
null
13
768
4
2020-04-30 15:21:39.146733
Poor
Yes
Daily
House
394
7,081
28
Female
null
Single
null
Master's
Self-Employed
21.723553
Rural
Basic
1
18
398
2
2021-08-04 15:21:39.177724
Average
Yes
Rarely
Condo
53
7,082
62
Male
52,955
Divorced
null
PhD
Employed
35.441055
Suburban
Basic
2
16
458
3
2024-08-07 15:21:39.105504
Good
Yes
Weekly
House
1,470
7,083
33
Female
30,373
Single
3
PhD
null
32.18455
Urban
Premium
1
3
431
8
2023-12-24 15:21:39.088124
Good
Yes
Daily
Apartment
130
7,084
30
Female
237
Married
2
Bachelor's
null
11.844101
Rural
Basic
1
14
448
3
2022-07-19 15:21:39.202448
Good
Yes
Daily
Condo
577
7,085
41
Female
65,243
Married
2
High School
Self-Employed
4.746328
Rural
Comprehensive
2
15
748
2
2023-08-30 15:21:39.093681
Poor
No
Rarely
Condo
373
7,086
45
Male
15,688
Divorced
null
Bachelor's
Employed
46.984067
Urban
Premium
1
12
null
2
2022-09-27 15:21:39.126661
Good
Yes
Weekly
House
1,636
7,087
47
Male
25,983
Single
0
High School
null
6.693998
Suburban
Basic
null
6
null
4
2024-03-05 15:21:39.134960
Average
Yes
Daily
House
1,358
7,088
40
Female
26,625
Married
0
High School
Unemployed
31.185827
Urban
Basic
2
17
439
3
2021-08-16 15:21:39.237118
Average
No
Daily
House
873
7,089
48
Female
133,891
Divorced
3
High School
Employed
45.451643
Suburban
Comprehensive
1
8
669
2
2019-10-03 15:21:39.110557
Average
No
Monthly
House
113
7,090
63
Female
5,732
Single
2
Master's
Self-Employed
23.726496
Urban
Premium
null
8
719
3
2020-12-31 15:21:39.134960
Poor
No
Weekly
House
1,012
7,091
50
Male
2,845
Single
null
High School
Self-Employed
12.671424
Rural
Comprehensive
1
12
632
9
2020-07-02 15:21:39.134960
null
Yes
Rarely
House
561
7,092
31
Female
27,929
Single
3
High School
null
20.555821
Rural
Comprehensive
1
7
603
1
2021-02-15 15:21:39.105504
Good
No
Monthly
House
1,187
7,093
41
Female
48,172
Divorced
4
Master's
Employed
43.776784
Suburban
Premium
0
7
310
9
2020-06-23 15:21:39.223390
Poor
No
Rarely
Condo
2,201
7,094
50
Male
20,202
Married
1
Bachelor's
Self-Employed
25.915417
Urban
Comprehensive
null
16
630
3
2020-07-05 15:21:39.280784
Poor
Yes
Weekly
Apartment
1,373
7,095
55
Male
134,857
Divorced
0
Master's
null
15.646614
Urban
Comprehensive
3
14
652
5
2019-09-23 15:21:39.237118
null
Yes
Daily
Apartment
627
7,096
27
Female
15,776
Single
2
PhD
Self-Employed
6.722283
Suburban
Premium
null
12
515
4
2024-07-28 15:21:39.134960
Good
Yes
Daily
Apartment
1,002
7,097
55
Male
10,066
Divorced
2
Master's
null
45.381457
Suburban
Comprehensive
null
5
null
7
2020-07-13 15:21:39.123711
Average
Yes
Daily
Apartment
487
7,098
62
Male
11,973
Married
4
Master's
Employed
33.62287
Urban
Basic
1
14
472
5
2021-07-19 15:21:39.134960
Poor
No
Monthly
Apartment
1,033
7,099
45
Male
53,086
Married
4
PhD
Unemployed
25.152757
Urban
Comprehensive
null
10
423
7
2024-05-05 15:21:39.247098
Good
No
Rarely
House
580