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
1,162,000
32
Male
27,309
Married
0
Master's
Self-Employed
33.835145
Rural
Basic
1
10
842
2
2020-05-20 15:21:39.155231
Average
Yes
Weekly
Apartment
862
1,162,001
25
Male
1,605
Married
2
PhD
null
12.68271
Suburban
Comprehensive
0
10
757
3
2020-11-28 15:21:39.256696
null
No
Rarely
House
1,028
1,162,002
32
Female
13,553
Divorced
2
High School
Self-Employed
38.826188
Suburban
Premium
0
18
423
4
2019-12-14 15:21:39.221386
Poor
Yes
Weekly
Condo
1,833
1,162,003
46
Male
10,981
Divorced
3
High School
Employed
21.957398
Suburban
Basic
null
9
816
8
2020-03-14 15:21:39.134960
Average
Yes
Daily
Apartment
686
1,162,004
52
Male
29,173
Divorced
3
Master's
Self-Employed
35.988315
Urban
Comprehensive
1
10
543
7
2020-10-31 15:21:39.180553
Average
Yes
Daily
Condo
1,635
1,162,005
50
Female
51,914
Divorced
2
Bachelor's
null
16.965198
Rural
Premium
null
12
417
7
2023-04-25 15:21:39.121169
Poor
No
Weekly
House
417
1,162,006
30
Female
16,123
Single
3
Bachelor's
Self-Employed
11.095398
Urban
Comprehensive
1
13
762
7
2020-08-28 15:21:39.245086
Average
Yes
Monthly
House
793
1,162,007
41
Female
20,672
Single
0
High School
Unemployed
8.023912
Suburban
Premium
null
1
659
2
2022-11-23 15:21:39.274993
Good
Yes
Daily
Condo
595
1,162,008
52
Male
17,554
Single
1
PhD
Self-Employed
22.058246
Suburban
Comprehensive
1
3
null
2
2020-08-01 15:21:39.182597
Average
No
Rarely
Apartment
724
1,162,009
53
Male
39,681
Married
4
Master's
Self-Employed
34.426935
Rural
Basic
null
16
595
2
2024-04-06 15:21:39.126661
Good
No
Daily
Apartment
1,414
1,162,010
51
Male
9,894
Married
0
Master's
null
10.638962
Rural
Comprehensive
1
18
521
3
2021-01-16 15:21:39.190215
Average
Yes
Daily
Apartment
957
1,162,011
57
Female
10,055
Married
0
PhD
Employed
50.661877
Urban
Basic
0
12
351
6
2024-03-06 15:21:39.143708
Average
No
Daily
House
557
1,162,012
24
Male
75,867
Married
4
Master's
Employed
34.547223
Rural
Premium
1
10
474
1
2020-06-13 15:21:39.282785
Good
No
Weekly
Condo
294
1,162,013
22
Male
11,580
Married
0
Bachelor's
Unemployed
8.884816
Rural
Premium
1
5
842
9
2022-06-30 15:21:39.115178
Good
No
Rarely
Apartment
49
1,162,014
22
Female
16,641
Married
2
Master's
Unemployed
42.057068
Suburban
Basic
0
19
725
2
2023-12-03 15:21:39.091080
Good
Yes
Daily
Condo
1,819
1,162,015
30
Male
25,822
Divorced
1
PhD
Employed
18.955312
Suburban
Premium
1
5
734
7
2020-04-04 15:21:39.213373
Poor
No
Rarely
Condo
1,155
1,162,016
38
Female
39,938
Married
0
PhD
null
16.743268
Urban
Comprehensive
0
0
539
4
2021-12-21 15:21:39.148733
Good
No
Rarely
Apartment
3,861
1,162,017
39
Female
456
Married
4
Bachelor's
Self-Employed
null
Urban
Basic
null
6
710
5
2023-02-20 15:21:39.084065
Good
No
Monthly
Condo
568
1,162,018
63
Female
169
Single
0
PhD
null
48.977206
Suburban
Basic
null
9
453
1
2024-01-25 15:21:39.288099
Average
No
Weekly
Apartment
164
1,162,019
null
Female
47,830
Single
3
High School
Self-Employed
36.189828
Rural
Basic
2
8
597
6
2024-01-14 15:21:39.102694
null
Yes
Weekly
House
459
1,162,020
31
Female
4,064
Divorced
null
High School
Employed
9.848217
Suburban
Premium
0
17
753
6
2024-05-20 15:21:39.237118
Good
No
Weekly
Condo
2,833
1,162,021
20
Male
13,856
Divorced
1
High School
Self-Employed
18.858007
Rural
Premium
1
17
797
2
2023-09-19 15:21:39.279729
Average
Yes
Weekly
Condo
668
1,162,022
37
Male
39,370
Single
0
High School
Employed
6.812257
Rural
Comprehensive
1
19
413
2
2020-04-30 15:21:39.134960
Average
No
Weekly
House
995
1,162,023
38
Female
30,374
Married
2
PhD
Self-Employed
25.996636
Rural
Premium
0
12
667
4
2020-07-07 15:21:39.134960
Average
No
Daily
House
2,223
1,162,024
null
Male
45,988
Single
0
Bachelor's
null
28.24032
Suburban
Comprehensive
null
0
790
8
2021-02-21 15:21:39.237118
Good
No
Weekly
House
35
1,162,025
37
Female
96,601
Single
0
High School
null
28.099366
Urban
Comprehensive
null
11
449
6
2022-12-13 15:21:39.134960
Good
No
Weekly
Condo
722
1,162,026
39
Male
51,465
Single
4
Master's
Unemployed
21.8952
Rural
Basic
null
0
706
6
2021-08-20 15:21:39.129190
Good
No
Monthly
House
176
1,162,027
20
Male
2,859
null
null
Master's
Self-Employed
25.865345
Rural
Comprehensive
1
4
470
9
2024-06-08 15:21:39.200452
Average
Yes
Weekly
House
523
1,162,028
44
Female
126,584
Single
1
Master's
Employed
22.97966
Urban
Premium
null
3
706
1
2019-10-02 15:21:39.251142
Average
No
Daily
Apartment
431
1,162,029
49
Female
24,897
Married
0
Bachelor's
null
39.696918
Rural
Premium
0
0
574
1
2019-12-10 15:21:39.155231
Good
Yes
Rarely
House
1,625
1,162,030
39
Male
17,227
Divorced
1
Master's
Unemployed
22.644224
Urban
Comprehensive
1
1
806
4
2022-08-05 15:21:39.102694
Good
No
Rarely
Condo
933
1,162,031
62
Female
5,375
Married
0
Bachelor's
null
40.678816
Urban
Premium
null
4
447
2
2020-02-25 15:21:39.192212
Average
Yes
Rarely
Apartment
222
1,162,032
64
Female
43,955
Divorced
null
Master's
Unemployed
38.496006
Rural
Comprehensive
1
2
637
7
2019-12-30 15:21:39.186212
Poor
Yes
Monthly
Condo
1,060
1,162,033
44
Female
10,657
Single
2
Master's
Employed
22.929707
Urban
Basic
2
12
439
4
2021-10-31 15:21:39.271453
Poor
Yes
Monthly
Apartment
28
1,162,034
56
Female
24,088
Married
2
Master's
null
34.276877
Rural
Comprehensive
null
2
617
5
2022-03-13 15:21:39.285112
Poor
No
Monthly
Condo
2,294
1,162,035
39
Male
17,662
Married
2
Bachelor's
Employed
null
Rural
Basic
1
4
623
4
2023-08-15 15:21:39.147735
Poor
Yes
Monthly
Condo
874
1,162,036
52
Male
3,264
Divorced
0
Master's
Unemployed
43.99559
Suburban
Comprehensive
1
10
655
4
2019-10-04 15:21:39.167099
Average
Yes
Rarely
Condo
32
1,162,037
36
Female
120,797
Single
2
Master's
Self-Employed
18.588872
Suburban
Comprehensive
2
17
307
9
2022-08-24 15:21:39.097737
Average
Yes
Rarely
Condo
278
1,162,038
32
Male
12,328
Single
2
Bachelor's
null
42.353494
Rural
Premium
2
6
495
5
2019-10-25 15:21:39.092127
Poor
Yes
Weekly
Apartment
472
1,162,039
62
Male
34,707
Divorced
1
High School
Employed
21.724542
Suburban
Comprehensive
0
2
809
9
2022-04-05 15:21:39.226954
Average
Yes
Rarely
House
647
1,162,040
23
Female
null
Single
3
High School
Employed
11.883705
Urban
Comprehensive
0
3
740
7
2022-02-22 15:21:39.155231
Poor
No
Daily
Apartment
95
1,162,041
39
Male
43,834
Divorced
null
PhD
null
13.793595
Urban
Comprehensive
0
7
543
3
2022-11-13 15:21:39.096739
Poor
No
Weekly
Condo
728
1,162,042
19
Female
78,837
Divorced
1
High School
Self-Employed
24.530315
Urban
Comprehensive
0
17
null
6
2024-03-01 15:21:39.278402
Average
No
Weekly
House
195
1,162,043
36
Female
39,862
Single
3
Master's
Employed
7.684815
Rural
Basic
1
19
364
9
2022-02-19 15:21:39.206847
Poor
Yes
Weekly
House
1,751
1,162,044
55
Female
488
Married
0
PhD
Unemployed
null
Urban
Basic
1
7
725
3
2021-06-12 15:21:39.134960
Average
No
Rarely
Apartment
1,411
1,162,045
19
Male
5,907
Single
null
PhD
null
28.817203
Rural
Basic
0
9
304
1
2020-08-15 15:21:39.265513
Good
Yes
Weekly
Condo
483
1,162,046
52
Female
12,963
Divorced
2
Bachelor's
null
null
Rural
Basic
null
2
795
6
2022-02-09 15:21:39.254678
Good
Yes
Weekly
Condo
1,204
1,162,047
19
Male
null
Married
1
Master's
null
45.518824
Suburban
Basic
0
19
358
6
2019-10-07 15:21:39.155231
Average
Yes
Weekly
House
958
1,162,048
20
Male
5,050
Divorced
0
High School
Unemployed
7.941347
Urban
Premium
1
18
727
9
2020-12-03 15:21:39.179186
null
No
Weekly
Apartment
634
1,162,049
26
Male
2,560
Single
0
Bachelor's
Employed
40.598931
Suburban
Comprehensive
0
14
763
5
2024-02-07 15:21:39.119168
Good
Yes
Monthly
Condo
3,294
1,162,050
57
Male
3,510
Single
4
Bachelor's
Self-Employed
23.156365
Suburban
Comprehensive
null
19
392
3
2024-06-23 15:21:39.191219
Poor
No
Rarely
Condo
728
1,162,051
46
Female
5,916
Married
1
PhD
Employed
36.991559
Urban
Basic
0
3
null
4
2020-04-01 15:21:39.288099
Poor
No
Weekly
Condo
907
1,162,052
51
Female
38,999
null
4
Bachelor's
Unemployed
46.927575
Urban
Basic
null
18
682
1
2021-12-22 15:21:39.132191
Poor
Yes
Rarely
Condo
819
1,162,053
44
Female
38,256
Single
0
High School
Employed
37.968541
Rural
Premium
null
2
628
6
2021-12-28 15:21:39.274993
Average
Yes
Rarely
House
793
1,162,054
51
Female
24,552
Divorced
2
Master's
null
null
Urban
Comprehensive
1
15
751
6
2023-02-14 15:21:39.167099
Average
Yes
Daily
Condo
567
1,162,055
31
Male
62,832
Divorced
4
Bachelor's
Unemployed
17.955541
Suburban
Basic
null
10
786
4
2022-04-06 15:21:39.173834
Poor
No
Monthly
Condo
130
1,162,056
43
Male
64,897
Married
null
Bachelor's
null
32.927449
Urban
Basic
1
17
465
4
2024-02-15 15:21:39.164044
Average
No
Daily
Apartment
108
1,162,057
34
Male
102,931
Divorced
4
High School
Employed
50.183348
Suburban
Premium
null
3
722
4
2023-07-16 15:21:39.237118
Good
Yes
Monthly
Condo
41
1,162,058
32
Female
16,058
Divorced
3
High School
Self-Employed
null
Rural
Premium
null
5
null
1
2023-11-03 15:21:39.282785
Average
No
Daily
House
809
1,162,059
43
Male
39,267
Single
0
Bachelor's
null
26.567219
Urban
Premium
3
12
null
8
2022-04-23 15:21:39.085129
Average
No
Rarely
House
365
1,162,060
36
Male
20,248
Married
0
High School
Employed
28.084102
Rural
Basic
2
13
542
9
2021-07-07 15:21:39.116179
Good
No
Monthly
Apartment
596
1,162,061
18
Female
87,132
Married
3
Bachelor's
Unemployed
22.55003
Suburban
Basic
2
6
689
1
2021-04-10 15:21:39.221386
Good
Yes
Monthly
Condo
3,171
1,162,062
26
Male
34,692
Married
0
Master's
null
10.913138
Urban
Basic
2
4
476
2
2022-09-09 15:21:39.092127
Average
No
Rarely
Apartment
268
1,162,063
45
Female
3,324
Divorced
2
PhD
Unemployed
27.720612
Rural
Basic
0
9
411
2
2022-08-20 15:21:39.134960
null
Yes
Daily
House
1,017
1,162,064
36
Female
3,020
Divorced
1
Master's
null
22.869778
Urban
Basic
null
11
465
9
2023-11-03 15:21:39.172097
Good
No
Monthly
House
1,983
1,162,065
62
Female
27,189
Married
3
PhD
null
22.498849
Urban
Premium
null
9
692
7
2023-07-13 15:21:39.276901
Good
No
Weekly
Condo
805
1,162,066
32
Male
60,542
Divorced
1
PhD
Employed
null
Suburban
Basic
null
13
659
8
2022-03-29 15:21:39.272456
Good
No
Monthly
Apartment
2,162
1,162,067
33
Female
998
Divorced
3
High School
Employed
24.889851
Suburban
Basic
null
7
442
8
2022-05-06 15:21:39.205850
Poor
Yes
Rarely
Condo
1,379
1,162,068
39
Female
2,718
Single
2
Bachelor's
Unemployed
26.232477
Rural
Comprehensive
2
1
418
9
2019-10-15 15:21:39.271453
Poor
Yes
Weekly
Condo
922
1,162,069
58
Female
46,971
Single
0
High School
Employed
46.231838
Urban
Comprehensive
2
12
432
3
2024-05-31 15:21:39.236064
null
No
Daily
House
962
1,162,070
41
Male
25,777
Married
0
Bachelor's
Employed
14.382509
Suburban
Basic
null
4
null
8
2024-02-13 15:21:39.255696
Average
Yes
Rarely
House
2,577
1,162,071
62
Female
3,640
Single
2
Master's
null
null
Rural
Basic
null
1
544
5
2022-06-20 15:21:39.092127
Good
Yes
Rarely
House
2,122
1,162,072
47
Male
103,071
Divorced
0
PhD
null
28.447231
Rural
Basic
null
12
488
7
2021-02-17 15:21:39.223901
Average
No
Rarely
Apartment
78
1,162,073
27
Female
49,285
Single
4
Bachelor's
Employed
51.118401
Suburban
Premium
2
0
530
4
2022-07-13 15:21:39.245086
Good
Yes
Monthly
Condo
25
1,162,074
48
Male
4,935
Divorced
4
High School
Employed
34.123799
Suburban
Premium
3
0
446
1
2024-03-09 15:21:39.205850
null
No
Daily
Apartment
3,160
1,162,075
32
Female
23,595
Single
1
PhD
Employed
26.574542
Suburban
Basic
null
1
639
7
2019-09-15 15:21:39.264504
Good
No
Weekly
Condo
1,348
1,162,076
59
Male
38,435
Single
0
PhD
null
26.939407
Suburban
Premium
0
12
809
3
2022-02-09 15:21:39.203442
Good
Yes
Monthly
House
536
1,162,077
50
Male
20,346
Divorced
0
High School
Unemployed
10.007418
Rural
Comprehensive
1
7
null
6
2020-11-23 15:21:39.082499
Average
Yes
Rarely
Apartment
1,065
1,162,078
36
Female
71,497
Single
1
PhD
Unemployed
26.868633
Suburban
Basic
1
15
421
4
2023-10-21 15:21:39.130190
Good
Yes
Monthly
Condo
543
1,162,079
41
Male
1,692
Married
4
Bachelor's
Self-Employed
50.473427
Urban
Premium
1
16
462
6
2020-11-23 15:21:39.272456
Average
No
Weekly
Condo
2,379
1,162,080
60
Female
3,852
Divorced
4
High School
Unemployed
6.425729
Rural
Comprehensive
2
18
559
7
2024-05-12 15:21:39.278402
Good
No
Monthly
House
1,133
1,162,081
22
Male
90,233
Divorced
0
PhD
Self-Employed
18.624333
Suburban
Premium
null
1
380
4
2023-04-04 15:21:39.185215
Average
No
Monthly
Apartment
242
1,162,082
62
Male
52,798
Divorced
0
Master's
null
32.146982
Rural
Basic
1
17
357
6
2020-07-02 15:21:39.155231
Average
Yes
Weekly
Apartment
1,829
1,162,083
38
Male
92,738
Divorced
2
PhD
Self-Employed
19.73789
Urban
Basic
1
6
481
1
2022-08-04 15:21:39.134960
Poor
Yes
Weekly
Apartment
240
1,162,084
42
Female
59,820
Single
1
Master's
Employed
38.837392
Urban
Basic
1
12
454
2
2020-07-19 15:21:39.226954
Poor
Yes
Weekly
Apartment
1,335
1,162,085
19
Male
39,404
Married
1
PhD
Self-Employed
30.839239
Rural
Comprehensive
0
0
757
8
2022-08-05 15:21:39.194829
null
Yes
Rarely
Condo
3,356
1,162,086
41
Male
24,200
Divorced
2
Master's
Unemployed
40.483735
Suburban
Comprehensive
0
14
627
5
2023-06-10 15:21:39.237118
Poor
Yes
Weekly
House
2,693
1,162,087
24
Male
null
Single
1
PhD
null
20.249435
Suburban
Premium
0
0
372
6
2021-01-31 15:21:39.134960
Good
Yes
Rarely
Apartment
3,489
1,162,088
25
Male
7,091
Married
0
Bachelor's
Self-Employed
37.945164
Rural
Comprehensive
null
17
813
1
2021-05-06 15:21:39.173834
Poor
No
Weekly
House
618
1,162,089
51
Female
620
Single
0
Master's
Employed
22.453809
Rural
Basic
1
10
452
4
2022-09-06 15:21:39.155231
Poor
Yes
Daily
Apartment
1,732
1,162,090
63
Female
14,984
Divorced
2
PhD
Unemployed
31.854995
Rural
Comprehensive
1
10
478
3
2022-04-17 15:21:39.134960
Poor
No
Monthly
Condo
1,117
1,162,091
31
Male
30,641
Married
3
PhD
Self-Employed
33.609441
Suburban
Premium
2
16
573
3
2021-02-01 15:21:39.164044
Poor
Yes
Weekly
House
1,504
1,162,092
62
Female
17,553
Divorced
2
Master's
null
null
Suburban
Basic
1
15
null
3
2020-09-15 15:21:39.170099
Good
No
Rarely
Apartment
1,291
1,162,093
60
Male
5,930
Divorced
0
PhD
Employed
12.567114
Suburban
Premium
null
4
null
1
2022-05-26 15:21:39.186212
Average
Yes
Weekly
Apartment
1,149
1,162,094
61
Male
7,522
Single
1
High School
Self-Employed
22.087987
Rural
Basic
0
13
394
9
2023-03-09 15:21:39.101733
Good
No
Daily
Apartment
772
1,162,095
58
Male
62,929
Married
4
High School
Employed
16.67367
Rural
Premium
2
11
705
1
2020-08-09 15:21:39.132191
Good
No
Weekly
Apartment
28
1,162,096
48
Male
38,255
Divorced
2
High School
Unemployed
15.184836
Rural
Comprehensive
0
9
null
3
2022-05-12 15:21:39.172097
Good
Yes
Monthly
House
736
1,162,097
27
Male
29,789
Divorced
3
High School
null
10.816124
Rural
Premium
2
14
515
5
2022-04-03 15:21:39.187211
Average
No
Monthly
Condo
2,389
1,162,098
19
Female
599
Married
4
Bachelor's
null
22.569353
Suburban
Basic
null
4
439
7
2020-01-27 15:21:39.085129
Poor
Yes
Monthly
House
1,238
1,162,099
41
Female
6,078
Married
3
Master's
Unemployed
16.564346
Rural
Basic
1
2
310
1
2021-05-08 15:21:39.276901
Good
Yes
Monthly
Apartment
1,091