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
2,000
24
Female
24,370
Divorced
2
Bachelor's
null
12.089702
Urban
Comprehensive
0
2
485
9
2020-04-17 15:21:39.155231
Average
Yes
Weekly
House
215
2,001
28
Male
28,785
Divorced
1
Bachelor's
Self-Employed
31.835392
Urban
Premium
0
19
522
1
2021-01-04 15:21:39.134960
Average
No
Daily
Apartment
912
2,002
60
Female
4,102
Divorced
4
PhD
Employed
8.567737
Suburban
Basic
2
12
516
4
2022-07-31 15:21:39.182597
Average
No
Monthly
Condo
692
2,003
47
Female
102,919
Single
0
PhD
Unemployed
null
Rural
Basic
2
5
607
2
2023-07-17 15:21:39.125660
Poor
Yes
Monthly
House
492
2,004
50
Male
17,934
Single
4
Master's
Unemployed
8.272044
Rural
Premium
2
17
601
1
2023-03-22 15:21:39.146733
Good
No
Rarely
Apartment
601
2,005
26
Male
25,554
Single
1
Bachelor's
Self-Employed
10.12233
Urban
Basic
null
15
581
9
2021-07-21 15:21:39.226954
Average
No
Rarely
Apartment
894
2,006
46
Female
2,833
Married
0
Bachelor's
null
43.92749
Urban
Comprehensive
1
3
null
1
2023-04-16 15:21:39.264504
Poor
Yes
Daily
Apartment
28
2,007
54
Female
129,586
Divorced
4
Bachelor's
null
21.879207
Suburban
Comprehensive
0
17
359
5
2022-01-15 15:21:39.092127
Good
No
Weekly
House
426
2,008
64
Male
37,606
Divorced
2
Bachelor's
null
35.908556
Rural
Comprehensive
2
2
568
2
2020-06-22 15:21:39.281787
Average
Yes
Weekly
Apartment
99
2,009
57
Male
9,094
Single
null
Master's
Unemployed
17.583761
Suburban
Basic
null
3
null
4
2020-06-24 15:21:39.184157
Good
No
Monthly
Condo
3,269
2,010
22
Male
26,647
Divorced
3
Bachelor's
Unemployed
5.724409
Urban
Basic
1
10
523
8
2020-02-18 15:21:39.155231
Good
Yes
Monthly
Apartment
274
2,011
43
Male
29,365
Married
3
Master's
Unemployed
8.947131
Urban
Basic
null
7
618
6
2020-12-26 15:21:39.237118
Good
Yes
Rarely
Condo
706
2,012
56
Female
4,611
Divorced
0
Bachelor's
Unemployed
50.928298
Suburban
Premium
2
13
671
9
2021-04-23 15:21:39.281787
Good
No
Daily
House
663
2,013
25
Male
633
Divorced
4
PhD
Self-Employed
33.927284
Urban
Basic
2
11
557
6
2024-06-19 15:21:39.155231
Average
Yes
Monthly
Condo
830
2,014
34
Female
5,759
Single
4
PhD
Unemployed
21.128814
Urban
Premium
1
0
848
2
2021-02-20 15:21:39.134960
Average
Yes
Rarely
Condo
1,426
2,015
39
Female
938
Single
0
PhD
Self-Employed
27.448428
Urban
Comprehensive
2
13
574
6
2020-04-25 15:21:39.083497
Average
No
Monthly
Condo
659
2,016
48
Male
36,203
Divorced
3
Master's
null
28.897057
Urban
Premium
0
15
826
2
2021-03-30 15:21:39.211806
Poor
Yes
Monthly
Condo
1,049
2,017
47
Male
80,792
Married
4
Bachelor's
Self-Employed
46.63354
Rural
Premium
null
13
377
3
2020-07-28 15:21:39.185215
Good
No
Rarely
Apartment
929
2,018
45
Male
48,918
Single
0
PhD
Employed
43.554759
Urban
Premium
0
15
404
5
2020-08-30 15:21:39.134960
Poor
No
Monthly
House
1,614
2,019
35
Female
61,160
null
1
High School
Self-Employed
10.547806
Suburban
Basic
0
17
414
1
2022-11-20 15:21:39.144722
Poor
No
Weekly
Condo
749
2,020
38
Male
34,337
Divorced
0
Master's
null
3.814466
Urban
Basic
1
12
704
8
2019-08-29 15:21:39.171102
Average
Yes
Daily
Apartment
2,952
2,021
24
Female
29,453
Married
2
PhD
Self-Employed
7.570939
Suburban
Premium
2
9
394
6
2019-11-09 15:21:39.111551
Average
No
Rarely
House
848
2,022
22
Male
33,247
Single
0
High School
Self-Employed
42.944224
Urban
Comprehensive
null
5
665
2
2020-09-15 15:21:39.208842
Average
Yes
Monthly
Apartment
1,611
2,023
47
Male
30,186
Divorced
2
PhD
null
35.934343
Urban
Comprehensive
null
3
493
5
2023-12-26 15:21:39.286113
Poor
Yes
Weekly
Apartment
891
2,024
57
Male
21,662
Divorced
4
Master's
Unemployed
50.703629
Urban
Comprehensive
0
2
null
8
2019-09-01 15:21:39.104139
Poor
Yes
Monthly
Condo
1,959
2,025
52
Female
25,168
Single
4
Bachelor's
Self-Employed
22.640158
Urban
Comprehensive
2
10
634
3
2024-07-20 15:21:39.286113
Good
No
Daily
House
439
2,026
62
Male
14,894
Single
1
Bachelor's
null
28.593826
Rural
Premium
2
10
602
3
2022-07-17 15:21:39.237118
Average
No
Weekly
House
3,924
2,027
47
Male
68,117
Divorced
1
Bachelor's
Self-Employed
31.703662
Suburban
Comprehensive
1
8
null
1
2022-01-20 15:21:39.248098
Average
Yes
Monthly
Apartment
335
2,028
48
Female
17,109
Married
3
PhD
Self-Employed
31.444438
Suburban
Basic
2
8
826
3
2024-02-10 15:21:39.237118
Poor
No
Rarely
Condo
49
2,029
41
Male
36,370
Single
4
PhD
Self-Employed
44.098221
Suburban
Premium
0
1
null
2
2023-02-10 15:21:39.132191
Average
Yes
Rarely
House
1,466
2,030
59
Female
3,062
Married
3
PhD
Unemployed
48.977603
Suburban
Basic
1
10
641
7
2022-10-16 15:21:39.196387
null
Yes
Weekly
House
1,155
2,031
61
Female
8,309
Married
4
PhD
Unemployed
36.827666
Urban
Comprehensive
null
15
613
1
2021-12-07 15:21:39.093681
Good
No
Rarely
Apartment
613
2,032
63
Male
43,489
Divorced
0
Bachelor's
Self-Employed
12.917585
Rural
Premium
null
12
479
9
2021-02-20 15:21:39.237118
Poor
No
Weekly
Condo
543
2,033
29
Male
43,414
Divorced
2
Bachelor's
Self-Employed
35.455881
Urban
Basic
null
6
638
2
2023-12-31 15:21:39.098696
Poor
No
Rarely
Apartment
1,433
2,034
35
Female
2,799
Single
3
High School
Self-Employed
35.927986
Rural
Premium
0
9
757
3
2020-11-09 15:21:39.132191
Good
Yes
Daily
House
2,567
2,035
44
Female
6,909
Married
3
High School
Unemployed
11.622685
Rural
Comprehensive
1
4
696
1
2023-11-25 15:21:39.155231
Poor
No
Weekly
Apartment
1,137
2,036
35
Male
3,903
Single
0
Master's
null
25.657903
Urban
Premium
null
9
377
9
2020-08-14 15:21:39.290098
Average
No
Monthly
Apartment
198
2,037
40
Female
20,361
Divorced
4
Bachelor's
Employed
25.994831
Urban
Premium
0
14
581
1
2023-06-30 15:21:39.134960
Poor
Yes
Monthly
Apartment
631
2,038
52
Female
7,087
Married
1
High School
Employed
null
Urban
Premium
1
16
743
2
2022-07-25 15:21:39.092127
Poor
Yes
Rarely
House
731
2,039
47
Male
null
Married
3
Bachelor's
null
17.123718
Rural
Comprehensive
0
18
403
9
2023-09-19 15:21:39.278402
Poor
Yes
Monthly
House
939
2,040
56
Female
13,654
Divorced
4
PhD
Unemployed
32.876262
Urban
Comprehensive
3
18
807
1
2021-05-09 15:21:39.080440
Good
No
Rarely
House
1,127
2,041
42
Male
12,981
Divorced
0
PhD
null
19.482822
Rural
Basic
1
13
578
3
2021-06-22 15:21:39.086123
Average
Yes
Weekly
Condo
1,484
2,042
40
Male
34,209
Divorced
1
High School
null
11.636133
Suburban
Basic
null
10
742
1
2024-03-16 15:21:39.263607
Average
No
Rarely
House
1,628
2,043
33
Male
20,881
Married
null
Bachelor's
Self-Employed
9.835361
Urban
Basic
0
6
594
7
2023-03-18 15:21:39.182597
Poor
Yes
Monthly
House
1,380
2,044
49
Female
8,098
Married
3
Bachelor's
null
36.944626
Suburban
Basic
null
16
null
6
2023-04-27 15:21:39.134960
Good
No
Rarely
Condo
1,727
2,045
54
Male
11,979
Single
null
Master's
Unemployed
null
Urban
Basic
null
7
695
8
2020-07-11 15:21:39.272456
Good
Yes
Monthly
Apartment
739
2,046
42
Female
93,573
Divorced
2
High School
Employed
37.056629
Urban
Comprehensive
0
19
463
4
2023-02-28 15:21:39.172097
Average
Yes
Rarely
House
2,160
2,047
30
Male
136,764
Divorced
4
High School
Employed
null
Rural
Basic
null
15
751
7
2022-03-22 15:21:39.134960
Good
Yes
Rarely
Condo
2,447
2,048
56
Female
39,769
Divorced
2
PhD
null
17.791507
Rural
Premium
0
3
null
6
2022-01-11 15:21:39.274993
Good
No
Daily
Apartment
1,707
2,049
47
Female
57,096
Married
0
Master's
Self-Employed
15.779527
Suburban
Premium
null
16
430
9
2021-03-26 15:21:39.206847
Poor
No
Daily
Condo
795
2,050
54
Male
17,160
Divorced
3
Master's
Self-Employed
16.812033
Rural
Basic
null
3
586
4
2021-06-11 15:21:39.281787
Average
No
Monthly
House
837
2,051
28
Female
26,209
Divorced
0
Bachelor's
Unemployed
9.054703
Rural
Basic
null
0
693
8
2019-11-29 15:21:39.155231
Good
Yes
Weekly
House
1,271
2,052
21
Male
19,423
Single
3
Bachelor's
Unemployed
44.92471
Urban
Basic
0
19
783
2
2022-01-15 15:21:39.202448
Good
Yes
Monthly
Condo
1,759
2,053
29
Male
2,575
Divorced
1
Master's
Self-Employed
14.967101
Urban
Comprehensive
0
13
466
9
2024-03-21 15:21:39.237118
Good
No
Monthly
Apartment
1,582
2,054
33
Female
17,086
Married
0
High School
Unemployed
37.411512
Urban
Premium
null
12
708
7
2020-11-30 15:21:39.229482
Good
No
Monthly
House
1,028
2,055
55
Male
713
Divorced
2
Bachelor's
null
null
Rural
Premium
1
6
545
2
2024-01-15 15:21:39.149731
Poor
Yes
Daily
House
586
2,056
37
Female
31,004
Married
0
High School
null
14.331457
Rural
Comprehensive
null
8
614
7
2020-11-18 15:21:39.274993
null
Yes
Weekly
Apartment
902
2,057
63
Male
25,768
Single
1
Bachelor's
Unemployed
31.529813
Suburban
Premium
2
16
584
7
2021-04-14 15:21:39.256696
null
No
Weekly
House
104
2,058
45
Female
25,481
Married
3
PhD
Unemployed
32.019921
Urban
Premium
1
6
702
7
2022-12-22 15:21:39.176717
Poor
No
Rarely
Apartment
2,113
2,059
47
Female
43,882
Single
3
Master's
Unemployed
38.882452
Rural
Basic
1
14
477
9
2022-07-26 15:21:39.146733
Poor
No
Weekly
Condo
202
2,060
19
Male
2,745
Divorced
1
PhD
null
47.694114
Urban
Basic
0
3
329
5
2024-05-28 15:21:39.092127
Good
Yes
Rarely
Apartment
938
2,061
null
Female
15,886
Single
2
PhD
Unemployed
47.594574
Urban
Basic
null
4
836
4
2022-06-30 15:21:39.115178
Average
Yes
Weekly
Apartment
1,137
2,062
35
Male
21,881
Married
4
Master's
Self-Employed
26.722338
Rural
Basic
null
5
673
2
2021-11-21 15:21:39.100695
Poor
No
Monthly
House
2,496
2,063
52
Female
17,227
Single
4
Master's
Employed
42.735487
Suburban
Premium
0
6
717
2
2023-02-17 15:21:39.172097
Good
Yes
Weekly
Condo
442
2,064
43
Male
14,053
Single
2
Master's
Unemployed
11.69587
Rural
Premium
0
7
762
7
2020-02-29 15:21:39.245086
Average
No
Weekly
House
982
2,065
50
Female
45,635
Divorced
4
PhD
Unemployed
10.626314
Urban
Comprehensive
0
19
705
7
2022-01-18 15:21:39.237118
Good
Yes
Daily
Apartment
1,186
2,066
61
Female
20,290
Divorced
3
Master's
Unemployed
41.751235
Urban
Comprehensive
null
4
657
7
2023-10-25 15:21:39.285112
Average
Yes
Rarely
Apartment
1,085
2,067
45
Female
88,469
Married
0
Master's
Self-Employed
32.933501
Suburban
Premium
1
5
375
9
2020-01-09 15:21:39.246098
Average
Yes
Daily
Condo
38
2,068
19
Male
18,222
Married
3
PhD
null
33.660165
Rural
Premium
null
17
null
3
2022-08-24 15:21:39.167099
Good
No
Weekly
House
1,888
2,069
27
Female
2,428
Divorced
4
PhD
Unemployed
44.868505
Rural
Basic
null
2
777
3
2021-11-27 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,869
2,070
31
Male
1,578
Divorced
3
Master's
Employed
52.744215
Suburban
Basic
2
8
441
4
2022-10-23 15:21:39.155231
Poor
Yes
Weekly
Condo
901
2,071
50
Female
925
Divorced
3
PhD
Employed
38.081796
Rural
Premium
1
12
459
1
2022-11-07 15:21:39.094752
Good
No
Weekly
Condo
35
2,072
null
Female
8,072
Divorced
3
PhD
null
19.913252
Urban
Premium
2
13
533
8
2021-08-09 15:21:39.155231
Good
Yes
Monthly
Apartment
1,119
2,073
43
Female
10,489
Married
1
Master's
null
26.15821
Urban
Comprehensive
null
18
420
1
2022-07-08 15:21:39.263607
Poor
No
Rarely
Condo
2,113
2,074
18
Male
90,568
Single
2
PhD
null
14.908688
Suburban
Comprehensive
0
10
647
3
2019-09-10 15:21:39.207847
Good
No
Rarely
House
431
2,075
45
Male
25,984
Single
0
High School
Self-Employed
20.527023
Suburban
Basic
null
18
643
3
2023-03-18 15:21:39.214388
Good
No
Rarely
House
48
2,076
39
Female
9,384
Single
0
PhD
Employed
20.530701
Suburban
Basic
5
6
527
7
2022-10-27 15:21:39.110557
Good
No
Weekly
House
169
2,077
45
Male
125,579
Divorced
4
Master's
Unemployed
34.368411
Urban
Premium
2
8
615
8
2022-05-26 15:21:39.130190
null
Yes
Monthly
House
1,101
2,078
20
Female
1,405
Divorced
0
Master's
null
35.722633
Urban
Basic
2
2
805
3
2022-11-04 15:21:39.222387
Poor
No
Daily
Condo
2,457
2,079
46
Male
21,489
Married
1
Bachelor's
null
9.726596
Suburban
Basic
1
6
609
8
2022-01-06 15:21:39.134960
Poor
Yes
Rarely
Apartment
754
2,080
24
Female
48,342
Divorced
3
PhD
Employed
32.052516
Urban
Basic
0
14
438
7
2023-05-31 15:21:39.090124
Poor
Yes
Monthly
House
3,801
2,081
35
Female
23,283
Single
4
High School
Unemployed
17.428516
Urban
Comprehensive
2
2
635
9
2023-01-20 15:21:39.237118
Poor
No
Daily
Apartment
2,226
2,082
23
Male
74,917
Divorced
3
Bachelor's
Employed
null
Suburban
Comprehensive
null
10
645
5
2021-08-09 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,196
2,083
61
Male
18,529
Single
3
Bachelor's
Employed
28.351465
Urban
Basic
0
4
null
2
2022-10-20 15:21:39.194829
Average
Yes
Daily
Apartment
50
2,084
44
Female
18,031
Married
0
High School
Employed
38.988701
Suburban
Premium
1
18
619
3
2020-06-18 15:21:39.172097
Good
No
Daily
House
454
2,085
47
Male
91,830
Single
1
PhD
Unemployed
46.773908
Urban
Comprehensive
0
15
463
9
2024-02-16 15:21:39.252145
null
Yes
Weekly
House
1,670
2,086
40
Female
2,353
Single
2
Bachelor's
Self-Employed
51.64409
Suburban
Comprehensive
1
6
518
8
2022-05-30 15:21:39.082499
Good
No
Weekly
Condo
1,778
2,087
20
Male
1,994
Single
4
Master's
Unemployed
39.981893
Suburban
Comprehensive
null
13
473
2
2019-09-01 15:21:39.267454
Good
No
Daily
Condo
975
2,088
19
Female
null
Single
0
High School
Employed
37.037259
Urban
Basic
2
1
397
8
2021-09-21 15:21:39.260856
null
No
Weekly
House
3,086
2,089
53
Female
12,891
Married
1
High School
Unemployed
23.944243
Rural
Basic
1
6
619
6
2023-07-14 15:21:39.265513
Good
No
Monthly
Condo
1,257
2,090
23
Female
10,900
Divorced
3
PhD
Employed
18.4906
Urban
Basic
0
17
479
4
2021-04-01 15:21:39.098696
Average
No
Monthly
Condo
716
2,091
64
Female
14,991
Divorced
4
PhD
null
36.934353
Rural
Comprehensive
null
11
757
2
2023-09-19 15:21:39.278402
Good
Yes
Weekly
Condo
716
2,092
36
Female
7,521
Married
0
Bachelor's
Employed
26.681886
Suburban
Premium
1
11
621
5
2023-01-08 15:21:39.214388
null
Yes
Weekly
Apartment
417
2,093
58
Male
2,550
Single
1
PhD
null
52.346971
Suburban
Comprehensive
2
0
null
6
2021-03-20 15:21:39.091080
null
No
Daily
House
1,229
2,094
52
Male
34,642
Divorced
2
High School
Employed
35.564998
Urban
Basic
3
3
451
9
2023-03-24 15:21:39.274993
Average
No
Rarely
Apartment
539
2,095
30
Male
31,806
Divorced
3
Bachelor's
Employed
15.643711
Rural
Comprehensive
0
11
585
8
2021-02-15 15:21:39.134960
Poor
No
Daily
Condo
907
2,096
34
Male
6,924
Single
0
PhD
null
16.282637
Urban
Basic
2
15
848
9
2021-05-06 15:21:39.134960
Poor
No
Daily
House
1,841
2,097
51
Male
null
Married
4
Bachelor's
null
21.734607
Urban
Basic
null
3
662
2
2022-07-29 15:21:39.081504
Poor
Yes
Monthly
Apartment
322
2,098
25
Male
57,581
Divorced
2
Bachelor's
null
null
Rural
Premium
0
1
637
2
2020-07-30 15:21:39.251142
Average
No
Daily
Condo
2,047
2,099
37
Male
16,545
Single
3
PhD
null
21.245587
Suburban
Basic
0
14
null
9
2019-10-09 15:21:39.152732
Good
Yes
Daily
Condo
148