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
48,900
26
Female
35,442
Divorced
4
PhD
Unemployed
37.099897
Urban
Basic
2
6
460
6
2021-05-27 15:21:39.096739
Good
No
Monthly
Apartment
709
48,901
30
Male
15,861
Married
1
PhD
Self-Employed
17.954786
Rural
Comprehensive
1
5
532
1
2023-07-23 15:21:39.079128
Poor
No
Rarely
Apartment
391
48,902
60
Female
94,424
Divorced
1
PhD
Self-Employed
30.812563
Urban
Basic
null
8
323
8
2021-06-26 15:21:39.184157
Average
Yes
Monthly
Apartment
735
48,903
54
Male
5,958
Single
4
High School
Employed
22.139861
Suburban
Comprehensive
0
16
null
3
2022-05-14 15:21:39.134960
Average
No
Weekly
House
1,420
48,904
33
Female
3,135
Divorced
2
Master's
Self-Employed
10.844177
Rural
Comprehensive
0
7
322
1
2021-07-23 15:21:39.256696
Poor
No
Monthly
House
3,135
48,905
63
Female
72,820
Single
0
High School
Unemployed
null
Rural
Comprehensive
2
3
473
5
2022-12-12 15:21:39.154008
Poor
Yes
Rarely
House
803
48,906
43
Male
5,783
Divorced
4
Bachelor's
null
19.078266
Urban
Comprehensive
1
18
847
5
2021-08-17 15:21:39.237118
Average
Yes
Weekly
House
767
48,907
37
Female
37,807
Married
2
PhD
Employed
36.890495
Suburban
Comprehensive
null
15
632
4
2020-03-08 15:21:39.172097
Average
Yes
Monthly
House
555
48,908
58
Male
8,048
Divorced
2
Bachelor's
Unemployed
21.72351
Urban
Comprehensive
2
12
465
4
2022-04-26 15:21:39.289099
Average
Yes
Monthly
Apartment
212
48,909
46
Male
42,385
Single
4
Master's
Self-Employed
19.741087
Suburban
Premium
1
6
672
3
2022-02-04 15:21:39.282785
Average
No
Daily
Apartment
616
48,910
42
Male
11,932
Married
4
Master's
Unemployed
47.716833
Urban
Basic
0
3
470
8
2024-07-29 15:21:39.211806
Average
Yes
Monthly
Condo
1,079
48,911
48
Male
51,865
Divorced
2
High School
Unemployed
20.04091
Suburban
Comprehensive
1
15
485
3
2023-09-03 15:21:39.267454
Average
No
Rarely
House
3,642
48,912
27
Female
24,679
Divorced
2
PhD
Employed
15.812483
Urban
Basic
1
9
601
2
2022-12-29 15:21:39.088124
Poor
No
Weekly
Apartment
1,195
48,913
38
Male
17,076
Single
null
PhD
Unemployed
14.24046
Rural
Basic
0
17
523
9
2019-11-02 15:21:39.230483
Good
Yes
Rarely
House
1,708
48,914
28
Female
26,344
Divorced
4
Master's
Unemployed
10.735255
Urban
Basic
null
6
545
5
2019-10-21 15:21:39.111551
Good
Yes
Weekly
Condo
26
48,915
35
Female
5,983
Married
3
PhD
Unemployed
45.868312
Urban
Basic
null
16
789
2
2021-10-23 15:21:39.104139
Average
Yes
Monthly
Condo
2,903
48,916
34
Male
129,670
Married
4
Master's
Unemployed
29.25956
Urban
Premium
0
17
639
4
2022-08-17 15:21:39.134960
Average
No
Rarely
House
119
48,917
26
Male
81,762
Married
3
Bachelor's
Unemployed
5.787628
Suburban
Premium
0
11
331
4
2020-09-25 15:21:39.155231
Poor
No
Rarely
Apartment
597
48,918
62
Female
30,647
Single
2
PhD
Unemployed
36.382556
Suburban
Comprehensive
0
1
null
6
2023-11-27 15:21:39.223901
Good
No
Daily
Condo
2,421
48,919
38
Female
25,650
Married
null
High School
Self-Employed
19.691599
Urban
Premium
2
14
null
3
2020-07-16 15:21:39.173834
Good
No
Weekly
Apartment
1,077
48,920
38
Male
43,790
Married
4
Bachelor's
Unemployed
16.818983
Rural
Comprehensive
1
18
639
3
2019-11-17 15:21:39.170099
Poor
No
Monthly
Condo
515
48,921
46
Male
17,239
Single
1
Master's
null
27.518926
Suburban
Basic
null
11
312
2
2021-04-22 15:21:39.172097
Average
No
Rarely
Apartment
554
48,922
19
Female
3,463
Divorced
1
Bachelor's
Self-Employed
21.263396
Suburban
Premium
null
11
786
8
2020-05-25 15:21:39.216387
Poor
Yes
Monthly
Apartment
390
48,923
29
Female
null
Divorced
3
PhD
Employed
30.175952
Suburban
Comprehensive
2
1
446
9
2024-05-06 15:21:39.274993
Good
No
Weekly
House
590
48,924
31
Male
null
Single
2
Master's
null
14.499946
Suburban
Comprehensive
null
0
513
3
2022-10-18 15:21:39.228521
Good
No
Rarely
House
274
48,925
22
Male
46,018
Married
0
Master's
null
17.278564
Suburban
Comprehensive
null
15
535
6
2023-06-22 15:21:39.237118
Good
No
Weekly
Condo
721
48,926
34
Female
727
Divorced
2
High School
null
null
Urban
Premium
1
15
null
9
2020-09-03 15:21:39.202448
Average
No
Monthly
House
531
48,927
20
Female
24,249
Single
0
Bachelor's
Employed
32.96483
Rural
Premium
0
18
788
5
2023-07-06 15:21:39.108562
Poor
Yes
Weekly
Apartment
791
48,928
37
Male
10,679
Single
4
PhD
null
34.858988
Urban
Basic
0
3
833
4
2021-04-29 15:21:39.246098
Average
No
Weekly
House
841
48,929
36
Female
17,776
Divorced
4
Bachelor's
Unemployed
13.883419
Rural
Premium
3
12
743
8
2019-12-10 15:21:39.134960
Poor
No
Daily
Condo
2,185
48,930
40
Female
12,981
Married
3
Bachelor's
Employed
22.07803
Urban
Premium
1
9
551
1
2020-05-14 15:21:39.223901
Average
Yes
Rarely
Apartment
1,615
48,931
31
Male
400
Divorced
1
High School
null
10.84083
Rural
Basic
null
4
611
7
2020-06-18 15:21:39.186212
Good
No
Rarely
House
704
48,932
20
Female
20,883
Single
1
PhD
null
16.917383
Urban
Basic
1
12
596
9
2021-12-01 15:21:39.206847
Good
No
Weekly
Condo
2,070
48,933
51
Male
24,467
Married
3
High School
null
36.124745
Suburban
Basic
1
1
null
2
2022-05-13 15:21:39.279729
Poor
No
Daily
House
1,347
48,934
45
Female
101,636
Married
2
Master's
Employed
46.125835
Urban
Basic
2
0
352
6
2020-04-05 15:21:39.251142
Good
No
Rarely
House
1,217
48,935
51
Male
35,193
Single
2
Bachelor's
Self-Employed
38.427916
Rural
Premium
1
11
761
4
2021-05-27 15:21:39.224915
Average
Yes
Rarely
House
819
48,936
40
Female
20,140
Divorced
4
Master's
Self-Employed
12.912293
Rural
Comprehensive
1
2
745
2
2023-11-11 15:21:39.134960
Average
Yes
Weekly
House
507
48,937
31
Female
115,044
Married
1
High School
Employed
36.08716
Urban
Comprehensive
null
9
751
4
2020-04-21 15:21:39.271453
Poor
Yes
Weekly
Condo
262
48,938
21
Male
9,940
Single
3
PhD
null
null
Urban
Comprehensive
2
8
709
1
2019-09-28 15:21:39.237118
Poor
Yes
Rarely
House
831
48,939
22
Female
17,237
Divorced
3
Master's
Unemployed
24.898565
Suburban
Premium
1
19
null
9
2022-11-04 15:21:39.092127
Poor
No
Monthly
House
39
48,940
51
Female
null
Divorced
3
Bachelor's
Employed
7.94235
Urban
Premium
2
5
810
5
2022-04-09 15:21:39.177724
null
Yes
Monthly
Condo
2,580
48,941
40
Male
24,784
Divorced
3
Bachelor's
Employed
22.170431
Suburban
Premium
0
13
761
5
2022-09-11 15:21:39.283783
Poor
Yes
Rarely
Condo
221
48,942
22
Female
923
Divorced
0
High School
null
45.093797
Suburban
Basic
null
6
354
5
2023-06-23 15:21:39.134960
Average
No
Monthly
House
1,436
48,943
44
Female
25,963
Single
null
PhD
Self-Employed
16.726345
Rural
Comprehensive
null
17
719
8
2022-12-25 15:21:39.094752
Poor
No
Daily
Condo
1,147
48,944
39
Male
1,027
Divorced
1
Bachelor's
Employed
22.739284
Urban
Comprehensive
2
16
null
7
2021-12-29 15:21:39.250151
Good
Yes
Weekly
House
688
48,945
55
Female
90,979
Married
3
PhD
Employed
21.870541
Urban
Premium
null
2
378
7
2023-03-28 15:21:39.222387
Good
Yes
Daily
House
2,769
48,946
28
Male
44,127
Divorced
1
Master's
Self-Employed
18.255845
Urban
Comprehensive
null
3
775
1
2021-04-29 15:21:39.132191
null
Yes
Monthly
House
1,334
48,947
56
Male
24,897
Single
2
Master's
null
13.624482
Suburban
Basic
2
8
693
1
2022-12-03 15:21:39.252145
Good
No
Monthly
Apartment
828
48,948
53
Female
47,145
Single
2
Master's
null
40.834183
Rural
Basic
0
3
332
4
2020-02-29 15:21:39.237118
Good
Yes
Monthly
Apartment
773
48,949
50
Female
null
Divorced
2
Master's
Employed
22.455048
Rural
Basic
0
16
339
5
2022-01-04 15:21:39.278402
Average
No
Monthly
Apartment
474
48,950
62
Female
64,556
Single
4
High School
Unemployed
9.169836
Urban
Premium
4
7
541
6
2023-06-12 15:21:39.274993
Average
Yes
Weekly
Condo
35
48,951
28
Female
83,331
Married
4
PhD
Employed
null
Urban
Basic
null
1
558
7
2022-07-10 15:21:39.222387
Poor
No
Daily
Apartment
2,379
48,952
28
Female
34,294
Married
4
Master's
Self-Employed
7.737354
Urban
Premium
2
17
494
4
2020-06-16 15:21:39.182597
Poor
No
Weekly
House
632
48,953
21
Female
10,104
Single
2
Master's
Employed
13.367748
Rural
Comprehensive
0
14
353
6
2021-01-17 15:21:39.233998
Poor
Yes
Monthly
Apartment
1,116
48,954
56
Female
5,716
Single
1
PhD
Self-Employed
25.464614
Rural
Comprehensive
2
7
812
2
2022-06-19 15:21:39.199447
Good
No
Rarely
Condo
1,020
48,955
49
Female
913
Single
4
Bachelor's
Self-Employed
37.226664
Urban
Comprehensive
2
13
439
2
2019-11-28 15:21:39.288099
Average
No
Daily
Condo
381
48,956
58
Female
22,688
Single
0
Bachelor's
null
25.049607
Urban
Comprehensive
0
5
662
8
2020-01-14 15:21:39.155231
Good
Yes
Daily
House
1,269
48,957
41
Male
122,052
Married
0
High School
Unemployed
22.236088
Rural
Comprehensive
3
8
681
7
2020-08-07 15:21:39.215386
Poor
No
Daily
House
2,834
48,958
24
Female
118,380
Divorced
3
PhD
Self-Employed
15.991209
Urban
Comprehensive
2
8
360
2
2020-08-07 15:21:39.190215
Poor
Yes
Weekly
Condo
258
48,959
21
Male
7,837
Married
1
Master's
Self-Employed
45.790041
Urban
Comprehensive
null
4
585
9
2022-04-26 15:21:39.099739
null
Yes
Weekly
Apartment
1,105
48,960
45
Male
2,315
Divorced
0
Master's
Employed
4.442527
Urban
Comprehensive
1
4
null
9
2021-04-13 15:21:39.148733
Average
Yes
Daily
Apartment
119
48,961
47
Male
4,970
Divorced
4
Bachelor's
null
38.412028
Suburban
Basic
null
13
449
7
2024-08-03 15:21:39.134960
Poor
No
Daily
Condo
1,211
48,962
30
Male
39,734
Single
1
PhD
Unemployed
18.420036
Urban
Premium
null
16
779
1
2020-04-17 15:21:39.155231
Average
No
Weekly
Condo
793
48,963
20
Female
64,710
Single
4
Master's
null
28.368765
Suburban
Comprehensive
2
4
675
4
2022-09-28 15:21:39.237118
Good
No
Monthly
House
2,248
48,964
47
Female
88,153
null
2
Master's
null
14.157022
Suburban
Comprehensive
null
5
536
9
2020-12-07 15:21:39.225916
Average
No
Weekly
Condo
181
48,965
22
Male
3,635
Single
2
High School
null
51.946389
Rural
Comprehensive
null
19
744
8
2024-03-22 15:21:39.082499
Average
Yes
Daily
Condo
567
48,966
46
Male
438
Married
3
PhD
null
43.613865
Urban
Basic
2
12
477
6
2020-11-08 15:21:39.237118
Average
Yes
Monthly
House
1,210
48,967
31
Male
30,489
Single
1
Master's
Employed
28.030323
Urban
Premium
1
6
494
3
2022-12-13 15:21:39.155231
null
No
Weekly
Condo
792
48,968
47
Male
25,881
Married
4
Master's
Unemployed
32.055077
Rural
Comprehensive
null
4
719
2
2022-02-01 15:21:39.155231
Average
No
Monthly
Condo
1,364
48,969
32
Male
119,939
Single
3
PhD
null
11.812248
Urban
Premium
null
3
384
2
2022-04-13 15:21:39.126661
Poor
No
Weekly
Apartment
936
48,970
41
Male
16,050
Divorced
4
High School
null
41.449947
Urban
Premium
2
14
806
3
2022-08-20 15:21:39.155231
Good
Yes
Rarely
House
1,452
48,971
60
Female
43,941
Divorced
0
PhD
null
22.84949
Rural
Comprehensive
0
5
519
4
2022-04-22 15:21:39.134960
Average
Yes
Rarely
Condo
486
48,972
59
Female
16,454
Married
2
Master's
Self-Employed
15.753493
Rural
Premium
null
6
590
8
2021-10-31 15:21:39.143708
Average
Yes
Daily
Condo
1,148
48,973
41
Male
522
Divorced
3
PhD
null
null
Urban
Premium
null
4
583
6
2020-12-17 15:21:39.251142
Poor
No
Monthly
House
1,264
48,974
47
Male
54,779
Married
2
Master's
Employed
7.859606
Suburban
Premium
2
0
388
9
2021-07-03 15:21:39.252145
Poor
Yes
Daily
House
1,030
48,975
51
Female
89,237
Single
3
PhD
Self-Employed
16.610055
Suburban
Basic
null
3
379
3
2023-01-09 15:21:39.131192
Good
Yes
Daily
House
89
48,976
55
Female
20,894
Divorced
3
High School
null
22.073852
Rural
Premium
2
2
null
2
2022-05-27 15:21:39.201446
Poor
No
Monthly
Apartment
3,977
48,977
38
Male
30,108
Single
0
Master's
Employed
26.693573
Suburban
Basic
2
7
497
2
2021-03-04 15:21:39.155231
Average
No
Rarely
Apartment
779
48,978
45
Female
38,259
Divorced
0
PhD
Self-Employed
25.73552
Urban
Comprehensive
1
6
477
2
2023-11-21 15:21:39.231531
Poor
Yes
Daily
Condo
212
48,979
34
Female
2,476
Married
3
PhD
null
37.148728
Rural
Premium
1
3
449
9
2022-04-25 15:21:39.155231
Good
Yes
Weekly
House
1,118
48,980
29
Female
19,443
Divorced
2
High School
null
41.048845
Rural
Comprehensive
1
3
828
4
2020-08-04 15:21:39.165120
Average
No
Rarely
House
934
48,981
52
Female
30,825
Single
3
High School
Unemployed
10.397794
Suburban
Comprehensive
null
3
null
2
2021-05-29 15:21:39.197445
Good
Yes
Rarely
House
607
48,982
31
Female
35,706
Single
0
Bachelor's
Employed
28.945127
Suburban
Basic
null
13
null
5
2023-05-19 15:21:39.134960
Average
Yes
Daily
Apartment
758
48,983
49
Female
35,312
Single
3
PhD
Employed
21.163761
Urban
Comprehensive
1
19
752
2
2021-07-18 15:21:39.085129
Average
Yes
Weekly
House
1,598
48,984
21
Male
43,882
Single
4
Bachelor's
Employed
null
Suburban
Basic
null
17
605
5
2020-10-17 15:21:39.198406
Average
Yes
Weekly
Condo
795
48,985
60
Female
24,299
Single
4
PhD
null
33.633607
Urban
Premium
0
0
510
9
2024-05-01 15:21:39.221386
Poor
No
Weekly
Condo
609
48,986
36
Male
47,979
Married
1
Master's
Unemployed
null
Urban
Comprehensive
1
5
674
3
2021-03-07 15:21:39.261856
Good
No
Daily
Apartment
2,486
48,987
29
Female
755
Married
4
Master's
null
46.131111
Urban
Basic
null
0
508
4
2021-12-08 15:21:39.134960
Good
No
Rarely
Apartment
1,607
48,988
27
Female
10,185
Married
3
Master's
Unemployed
23.696959
Suburban
Comprehensive
1
5
465
3
2023-12-03 15:21:39.177724
Good
No
Monthly
Condo
290
48,989
34
Female
43,363
Divorced
0
High School
Employed
12.551008
Urban
Basic
3
12
515
4
2020-02-20 15:21:39.155231
Good
Yes
Weekly
House
3,427
48,990
31
Male
1,238
Divorced
4
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
5
null
1
2024-07-04 15:21:39.155231
Poor
Yes
Weekly
Condo
583
48,991
22
Male
5,835
Divorced
3
PhD
Employed
33.255909
Urban
Comprehensive
1
14
446
5
2023-12-23 15:21:39.253660
Average
Yes
Monthly
Condo
2,514
48,992
40
Male
25,767
Divorced
4
PhD
null
9.937251
Suburban
Premium
null
7
829
8
2022-05-08 15:21:39.150730
Average
No
Monthly
Condo
20
48,993
40
Male
27,803
Single
0
PhD
Employed
6.985873
Rural
Basic
1
16
779
3
2020-05-18 15:21:39.155231
Good
No
Rarely
Condo
538
48,994
35
Female
62,283
Single
1
High School
null
6.788746
Rural
Comprehensive
2
16
744
9
2022-09-14 15:21:39.173834
null
Yes
Monthly
Apartment
1,151
48,995
64
Male
2,570
Divorced
4
Bachelor's
Unemployed
null
Suburban
Premium
null
18
null
7
2024-05-15 15:21:39.224915
Average
No
Weekly
Apartment
3,431
48,996
61
Male
18,194
Married
1
High School
null
20.858156
Suburban
Premium
1
8
683
9
2023-03-07 15:21:39.155231
Poor
No
Rarely
Apartment
38
48,997
60
Female
17,079
Divorced
4
Master's
Self-Employed
12.726144
Suburban
Premium
0
14
307
2
2022-03-14 15:21:39.155231
Good
No
Daily
House
20
48,998
64
Male
15,962
Single
4
Master's
null
34.99125
Suburban
Comprehensive
1
4
783
9
2023-05-10 15:21:39.143708
Poor
Yes
Daily
Apartment
1,516
48,999
49
Male
30,451
Divorced
4
PhD
null
35.485925
Suburban
Basic
0
5
null
5
2021-09-10 15:21:39.210805
Poor
Yes
Weekly
Condo
1,005