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
1,192,900
53
Female
69,051
Divorced
4
PhD
null
43.481113
Rural
Basic
0
3
328
2
2020-10-24 15:21:39.261856
Poor
No
Monthly
Condo
722
1,192,901
35
Female
106,461
Divorced
2
High School
null
23.88647
Suburban
Basic
null
8
729
8
2023-05-27 15:21:39.174719
null
No
Daily
Condo
2,210
1,192,902
32
Male
43,470
Divorced
2
High School
Self-Employed
9.126563
Suburban
Basic
0
6
710
8
2020-05-10 15:21:39.134960
Poor
Yes
Daily
Condo
568
1,192,903
54
Female
18,347
Single
2
Master's
null
3.859774
Suburban
Premium
1
4
691
9
2021-07-03 15:21:39.134960
null
Yes
Weekly
House
669
1,192,904
34
Male
104,754
Single
4
PhD
Self-Employed
15.867192
Rural
Comprehensive
1
9
422
1
2019-10-27 15:21:39.245086
Good
Yes
Rarely
Apartment
647
1,192,905
36
Male
16,088
Married
1
Bachelor's
null
22.346823
Rural
Premium
0
8
490
7
2022-02-16 15:21:39.230483
Poor
No
Rarely
House
1,807
1,192,906
23
Male
7,063
Divorced
4
High School
Employed
10.302639
Suburban
Premium
null
7
584
3
2024-08-08 15:21:39.151732
Average
Yes
Monthly
Apartment
544
1,192,907
37
Male
5,942
Married
2
Master's
Unemployed
32.002885
Rural
Comprehensive
null
0
770
4
2024-05-08 15:21:39.276901
Average
No
Monthly
House
1,726
1,192,908
20
Male
1,405
null
4
PhD
Employed
29.727812
Suburban
Comprehensive
0
17
523
6
2022-08-01 15:21:39.093681
Average
No
Rarely
Condo
112
1,192,909
18
Male
14,084
Married
4
Master's
Employed
43.887546
Rural
Premium
0
9
814
4
2024-04-28 15:21:39.256696
Average
No
Weekly
Condo
3,171
1,192,910
59
Male
29,074
Divorced
null
High School
Employed
24.858135
Rural
Basic
null
16
575
8
2022-04-23 15:21:39.134960
Poor
No
Daily
House
921
1,192,911
27
Female
25,148
Married
3
PhD
Unemployed
36.839172
Suburban
Basic
1
8
786
4
2023-05-10 15:21:39.170099
Average
No
Monthly
Condo
1,023
1,192,912
57
Male
2,714
Married
0
High School
null
36.244029
Rural
Basic
1
3
731
3
2023-01-11 15:21:39.134960
Good
No
Daily
Apartment
39
1,192,913
28
Male
3,697
Single
1
Bachelor's
Unemployed
29.567178
Urban
Premium
0
2
639
6
2020-02-23 15:21:39.263607
Poor
No
Daily
Apartment
3,541
1,192,914
49
Male
17,155
Married
1
PhD
Unemployed
45.9349
Suburban
Comprehensive
null
4
566
9
2021-03-26 15:21:39.176717
Good
Yes
Monthly
Condo
37
1,192,915
41
Male
1,364
Single
0
PhD
Self-Employed
35.865706
Urban
Basic
2
15
null
7
2022-08-20 15:21:39.155231
Good
No
Daily
House
1,856
1,192,916
62
Male
16,076
Single
0
High School
Unemployed
15.359833
Rural
Premium
0
3
null
2
2020-09-28 15:21:39.147735
Good
No
Weekly
House
758
1,192,917
58
Female
3,418
Divorced
3
Bachelor's
null
21.083
Suburban
Comprehensive
0
0
744
2
2021-04-30 15:21:39.271453
Average
No
Monthly
Condo
240
1,192,918
43
Male
100,962
Divorced
2
Bachelor's
Self-Employed
8.390475
Rural
Premium
0
4
657
7
2024-06-14 15:21:39.134960
Poor
Yes
Weekly
House
115
1,192,919
60
Female
23,492
Single
1
Master's
Self-Employed
32.636631
Rural
Comprehensive
1
12
769
8
2023-12-27 15:21:39.155231
Average
Yes
Rarely
House
27
1,192,920
52
Female
25,602
Married
2
Bachelor's
Self-Employed
9.795424
Suburban
Comprehensive
null
9
507
2
2019-09-27 15:21:39.178918
Poor
Yes
Weekly
House
2,897
1,192,921
42
Female
3,837
Married
1
PhD
Unemployed
48.097605
Rural
Comprehensive
0
2
371
1
2020-08-15 15:21:39.281787
Average
No
Rarely
Apartment
58
1,192,922
38
Female
74,500
Single
3
Master's
Employed
32.086246
Rural
Basic
null
6
403
6
2022-07-12 15:21:39.097737
Average
No
Weekly
House
729
1,192,923
22
Male
23,160
Divorced
null
Bachelor's
Employed
48.788921
Suburban
Basic
1
11
614
8
2021-12-13 15:21:39.084065
Poor
No
Monthly
Apartment
643
1,192,924
29
Female
1,311
Married
4
Master's
null
15.534759
Suburban
Basic
0
6
642
6
2021-06-22 15:21:39.155231
Poor
Yes
Rarely
Condo
24
1,192,925
35
Male
65,729
Single
3
Bachelor's
Employed
26.787955
Rural
Basic
2
11
434
1
2021-09-02 15:21:39.121169
Poor
Yes
Monthly
Condo
1,358
1,192,926
40
Female
5,969
Married
2
Bachelor's
Employed
15.634209
Suburban
Premium
0
17
554
8
2020-08-28 15:21:39.253660
null
No
Weekly
Apartment
1,181
1,192,927
63
Male
68,882
Married
3
High School
null
14.047901
Urban
Basic
1
16
694
2
2021-04-30 15:21:39.134960
Average
No
Weekly
House
45
1,192,928
48
Male
57,963
Divorced
1
PhD
null
38.966821
Urban
Comprehensive
2
0
426
1
2020-02-12 15:21:39.237118
Good
Yes
Monthly
Condo
596
1,192,929
57
Male
3,034
Single
4
High School
Self-Employed
29.849756
Urban
Premium
0
6
618
8
2019-10-29 15:21:39.128286
null
Yes
Daily
Apartment
1,210
1,192,930
48
Female
28,706
Married
3
Bachelor's
null
50.285365
Rural
Premium
3
10
772
1
2023-07-29 15:21:39.225916
Poor
No
Weekly
House
1,205
1,192,931
43
Male
44,774
Single
0
Master's
Unemployed
22.82632
Urban
Comprehensive
null
19
570
9
2020-09-12 15:21:39.218388
Good
No
Rarely
Condo
128
1,192,932
43
Female
123,913
Divorced
1
PhD
Self-Employed
35.534845
Rural
Basic
null
19
443
1
2022-12-05 15:21:39.143708
Good
No
Daily
Condo
2,690
1,192,933
57
Male
37,564
Married
4
Bachelor's
Self-Employed
9.742376
Urban
Comprehensive
1
8
543
4
2024-02-05 15:21:39.122134
Average
No
Weekly
Condo
876
1,192,934
48
Female
8,161
Divorced
2
High School
null
17.836216
Urban
Comprehensive
null
4
838
5
2020-01-14 15:21:39.150730
Average
No
Rarely
House
478
1,192,935
55
Female
12,891
Divorced
0
PhD
Self-Employed
30.881404
Rural
Premium
0
19
815
9
2020-05-04 15:21:39.196387
Good
Yes
Monthly
Condo
119
1,192,936
24
Female
null
Divorced
0
Master's
Unemployed
31.253025
Rural
Comprehensive
3
1
309
1
2021-05-27 15:21:39.151732
Average
No
Monthly
Condo
24
1,192,937
42
Male
13,972
Married
4
Bachelor's
Unemployed
31.823204
Rural
Comprehensive
1
13
null
3
2021-12-07 15:21:39.166062
Good
Yes
Rarely
House
1,289
1,192,938
22
Male
18,315
Single
0
High School
null
35.680467
Suburban
Premium
0
15
481
4
2021-09-08 15:21:39.155231
Good
No
Weekly
Condo
819
1,192,939
34
Female
39,115
Married
3
PhD
Employed
11.823784
Rural
Premium
null
9
459
9
2020-11-23 15:21:39.121169
Good
Yes
Daily
House
1,001
1,192,940
61
Female
12,093
Single
0
High School
null
47.76091
Rural
Basic
4
18
707
2
2022-08-20 15:21:39.126661
Poor
No
Daily
Apartment
857
1,192,941
58
Male
46,019
Married
0
PhD
Unemployed
null
Suburban
Comprehensive
0
9
null
5
2023-10-18 15:21:39.121169
Poor
Yes
Rarely
Condo
893
1,192,942
41
Male
16,076
Divorced
0
Master's
Employed
13.977376
Suburban
Comprehensive
2
12
524
2
2023-03-29 15:21:39.134960
Average
No
Monthly
Apartment
574
1,192,943
62
Male
45
Divorced
4
High School
Employed
33.137943
Suburban
Premium
null
14
596
6
2021-02-10 15:21:39.180553
Good
Yes
Rarely
Apartment
1,009
1,192,944
32
Male
70,817
Married
0
High School
Employed
8.535731
Urban
Premium
null
15
605
6
2023-10-29 15:21:39.177724
Good
No
Weekly
Apartment
45
1,192,945
52
Female
138,350
Single
0
High School
Employed
9.817686
Urban
Basic
null
2
447
3
2020-12-18 15:21:39.174719
Poor
Yes
Monthly
Apartment
280
1,192,946
20
Female
23,595
Married
3
PhD
null
7.279026
Suburban
Basic
null
5
779
1
2021-10-31 15:21:39.131192
Poor
No
Monthly
Condo
1,121
1,192,947
58
Female
39,146
Married
3
Master's
Employed
45.514569
Urban
Comprehensive
1
9
527
9
2022-05-08 15:21:39.254678
Average
No
Weekly
House
833
1,192,948
39
Female
142,295
Married
2
Master's
Unemployed
14.918873
Urban
Comprehensive
1
17
437
9
2021-01-18 15:21:39.206847
Good
No
Daily
Apartment
507
1,192,949
60
Male
56,843
Single
2
Bachelor's
Unemployed
null
Rural
Comprehensive
0
4
578
3
2022-03-11 15:21:39.237118
Good
Yes
Monthly
Condo
2,558
1,192,950
51
Female
11,564
Single
1
Bachelor's
Employed
31.993668
Rural
Comprehensive
0
12
449
4
2022-07-26 15:21:39.132191
Average
No
Monthly
House
1,211
1,192,951
21
Male
null
Married
4
High School
Self-Employed
34.127732
Suburban
Premium
3
5
null
3
2023-02-09 15:21:39.283783
Poor
No
Weekly
House
302
1,192,952
45
Female
1,068
Single
3
PhD
null
null
Urban
Comprehensive
2
15
407
3
2019-12-01 15:21:39.246098
Average
No
Weekly
House
1,033
1,192,953
null
Female
1,813
Single
1
High School
Employed
38.77447
Suburban
Comprehensive
2
18
603
2
2023-01-23 15:21:39.223901
Average
No
Monthly
Condo
3,874
1,192,954
null
Male
64,939
Divorced
0
Master's
Unemployed
17.739689
Suburban
Comprehensive
1
4
711
4
2024-03-25 15:21:39.155231
Average
Yes
Daily
Condo
115
1,192,955
22
Female
null
Single
4
PhD
Unemployed
22.644592
Urban
Basic
1
15
485
5
2019-09-16 15:21:39.226954
Poor
Yes
Monthly
Condo
2,062
1,192,956
36
Male
45,955
Married
2
Master's
Employed
10.248427
Urban
Basic
2
16
446
2
2023-12-23 15:21:39.283783
Good
Yes
Daily
Condo
1,720
1,192,957
46
Female
20,235
Divorced
0
PhD
Unemployed
12.106097
Rural
Premium
0
16
522
9
2022-11-30 15:21:39.081504
Good
Yes
Weekly
Condo
1,090
1,192,958
64
Female
114,550
Divorced
4
Bachelor's
Employed
27.272643
Suburban
Comprehensive
2
5
626
7
2023-01-09 15:21:39.281787
Average
No
Monthly
House
381
1,192,959
22
Male
null
Divorced
2
PhD
Employed
12.428928
Rural
Basic
null
0
460
2
2022-11-23 15:21:39.122134
Poor
Yes
Monthly
Apartment
353
1,192,960
33
Male
23,217
Single
2
PhD
null
17.847255
Suburban
Premium
1
11
546
1
2020-09-16 15:21:39.092127
Good
No
Daily
House
573
1,192,961
55
Female
null
Single
2
PhD
null
16.829164
Rural
Comprehensive
1
13
441
1
2022-09-30 15:21:39.170099
Good
Yes
Monthly
Condo
3,065
1,192,962
43
Male
36,902
Single
2
PhD
Unemployed
8.847853
Urban
Basic
0
16
469
2
2020-11-03 15:21:39.134960
Good
No
Rarely
Apartment
974
1,192,963
21
Male
26,961
Single
0
Bachelor's
Employed
25.988507
Suburban
Premium
1
18
602
1
2020-11-09 15:21:39.243823
Poor
No
Rarely
House
466
1,192,964
54
Female
16,082
Single
4
PhD
null
22.492613
Urban
Basic
1
0
725
5
2021-10-04 15:21:39.221386
Poor
No
Rarely
Condo
33
1,192,965
59
Male
2,935
null
null
Master's
null
49.376536
Urban
Comprehensive
2
4
779
8
2023-03-10 15:21:39.231531
Average
No
Daily
Condo
1,521
1,192,966
44
Female
null
Single
1
Bachelor's
Unemployed
10.885934
Suburban
Basic
0
8
377
7
2020-02-28 15:21:39.143708
Average
Yes
Monthly
House
1,706
1,192,967
47
Male
134,726
Single
2
PhD
Self-Employed
null
Urban
Comprehensive
1
17
807
6
2023-07-29 15:21:39.244069
null
Yes
Monthly
Condo
3,912
1,192,968
31
Male
10,394
Married
2
Bachelor's
Employed
39.853805
Urban
Basic
0
18
693
7
2023-05-25 15:21:39.092127
Poor
Yes
Daily
Apartment
1,794
1,192,969
63
Female
10,881
Married
null
High School
null
22.146584
Urban
Comprehensive
1
8
382
6
2022-03-09 15:21:39.174719
Good
No
Rarely
Apartment
35
1,192,970
41
Female
108,617
Divorced
1
Master's
Employed
48.539216
Urban
Premium
2
11
347
6
2024-06-22 15:21:39.189223
Poor
Yes
Monthly
Apartment
2,972
1,192,971
61
Male
23,791
Married
0
PhD
Employed
23.547138
Urban
Premium
1
12
782
2
2023-01-30 15:21:39.155231
Average
Yes
Weekly
House
664
1,192,972
51
Female
25,789
Married
4
PhD
null
43.383778
Rural
Premium
0
6
694
1
2023-03-08 15:21:39.279729
Poor
No
Monthly
Condo
589
1,192,973
52
Male
8,309
Single
1
PhD
Unemployed
36.827666
Suburban
Comprehensive
0
4
null
5
2020-08-30 15:21:39.095696
Average
Yes
Rarely
Apartment
613
1,192,974
42
Male
15,254
Married
3
PhD
Unemployed
27.836409
Urban
Basic
0
7
775
4
2021-07-26 15:21:39.085129
Good
No
Monthly
House
739
1,192,975
33
Female
4,963
Married
1
PhD
Self-Employed
7.92368
Urban
Basic
null
11
849
4
2020-01-30 15:21:39.167099
null
No
Weekly
Condo
1,249
1,192,976
30
Female
2,576
Married
0
Master's
null
40.38462
Suburban
Comprehensive
0
15
565
6
2019-12-03 15:21:39.134960
Good
No
Daily
Condo
513
1,192,977
41
Male
18,509
Single
3
Bachelor's
Employed
39.14941
Suburban
Comprehensive
1
17
459
6
2024-03-03 15:21:39.152732
Good
Yes
Daily
Condo
562
1,192,978
25
Male
58,801
Married
2
Master's
Employed
29.168568
Rural
Comprehensive
null
19
407
1
2022-01-05 15:21:39.226954
null
Yes
Monthly
Condo
177
1,192,979
38
Female
59,094
Married
0
Bachelor's
Self-Employed
3.279841
Rural
Premium
3
2
681
5
2024-03-24 15:21:39.250151
Average
Yes
Daily
Condo
130
1,192,980
38
Male
16,053
Divorced
0
Bachelor's
null
43.939053
Urban
Comprehensive
1
13
705
8
2022-06-30 15:21:39.289099
Good
No
Daily
Condo
712
1,192,981
47
Female
15,886
Married
2
Bachelor's
Self-Employed
50.887827
Suburban
Premium
1
18
452
3
2021-01-14 15:21:39.155231
Poor
No
Monthly
Apartment
531
1,192,982
27
Male
18,284
Single
1
PhD
Unemployed
32.06619
Suburban
Comprehensive
0
14
632
4
2022-10-06 15:21:39.237118
Poor
Yes
Weekly
House
925
1,192,983
51
Male
36,830
Married
1
Master's
Employed
9.624764
Suburban
Basic
0
2
null
1
2020-09-24 15:21:39.181605
Poor
No
Weekly
Condo
729
1,192,984
28
Male
4,028
Married
0
Master's
Self-Employed
16.753526
Suburban
Comprehensive
null
4
766
8
2024-05-25 15:21:39.270454
Average
No
Monthly
Condo
2,379
1,192,985
62
Female
null
Divorced
3
Bachelor's
Unemployed
13.887594
Urban
Basic
null
16
725
2
2022-05-10 15:21:39.281787
Poor
No
Monthly
Apartment
374
1,192,986
28
Male
80,985
Single
2
High School
Employed
30.908991
Suburban
Comprehensive
0
2
447
8
2024-05-06 15:21:39.155231
Good
Yes
Rarely
Apartment
849
1,192,987
46
Male
107,834
Divorced
1
Master's
Self-Employed
38.223411
Urban
Premium
null
16
null
3
2024-02-03 15:21:39.105504
Good
Yes
Weekly
House
130
1,192,988
43
Female
17,054
Divorced
0
Bachelor's
Employed
null
Suburban
Premium
null
9
378
3
2021-03-15 15:21:39.219432
null
Yes
Weekly
Apartment
1,232
1,192,989
19
Female
38,609
Single
3
High School
Unemployed
16.979718
Rural
Basic
1
18
363
3
2022-04-23 15:21:39.134960
null
No
Weekly
House
977
1,192,990
24
Male
27,787
Single
3
Master's
Employed
30.753169
Rural
Basic
0
14
324
7
2023-09-22 15:21:39.134960
Average
Yes
Rarely
Condo
3,544
1,192,991
40
Female
36,068
Married
0
Bachelor's
Unemployed
18.691362
Suburban
Comprehensive
null
6
601
1
2020-02-26 15:21:39.089116
Good
Yes
Weekly
Apartment
309
1,192,992
37
Male
43,742
Divorced
3
Bachelor's
Unemployed
null
Urban
Basic
null
8
518
9
2019-10-21 15:21:39.155231
Average
No
Monthly
House
611
1,192,993
52
Male
27,791
Single
2
Master's
Self-Employed
16.839667
Suburban
Premium
2
17
522
9
2021-07-06 15:21:39.226954
Poor
Yes
Rarely
Apartment
632
1,192,994
55
Female
8,194
Divorced
2
Bachelor's
Unemployed
33.814779
Rural
Basic
2
2
382
4
2024-07-27 15:21:39.082499
Good
Yes
Daily
Apartment
709
1,192,995
51
Female
43,782
Married
1
Bachelor's
null
26.764487
Urban
Premium
null
14
506
6
2021-09-24 15:21:39.226954
Average
No
Daily
Apartment
635
1,192,996
19
Male
null
Single
2
PhD
Unemployed
25.922685
Urban
Basic
0
11
443
7
2022-06-08 15:21:39.226954
Average
No
Monthly
House
86
1,192,997
62
Male
76,943
Divorced
null
Bachelor's
Employed
null
Suburban
Basic
2
6
313
3
2023-01-09 15:21:39.211806
Poor
Yes
Monthly
House
1,466
1,192,998
60
Female
29,173
Married
null
PhD
null
17.908282
Urban
Premium
1
3
393
5
2019-09-21 15:21:39.155231
Good
Yes
Daily
Condo
477
1,192,999
63
Female
106,737
Single
3
Master's
null
21.054015
Rural
Premium
2
8
421
1
2021-10-10 15:21:39.192212
Average
No
Daily
Apartment
472