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
51,900
48
Male
16,574
Married
3
High School
null
30.908984
Suburban
Premium
null
9
705
6
2021-10-28 15:21:39.143708
Good
No
Daily
House
818
51,901
52
Male
16,210
Divorced
0
Master's
null
null
Urban
Premium
1
18
null
9
2022-02-18 15:21:39.155231
Good
Yes
Rarely
Apartment
1,216
51,902
62
Male
57,974
Single
1
Bachelor's
Employed
38.387916
Rural
Basic
4
19
719
2
2023-01-25 15:21:39.102694
null
No
Monthly
House
466
51,903
51
Male
44,915
Divorced
0
Bachelor's
null
10.83765
Rural
Comprehensive
0
11
382
2
2023-03-21 15:21:39.134960
Good
No
Monthly
Condo
1,405
51,904
58
Female
10,097
Single
1
High School
null
12.734818
Rural
Comprehensive
0
19
785
4
2022-03-01 15:21:39.231531
Average
Yes
Weekly
Apartment
1,029
51,905
20
Female
44,956
Divorced
0
High School
Self-Employed
18.397513
Rural
Comprehensive
0
14
598
2
2022-11-30 15:21:39.235012
Good
Yes
Rarely
Apartment
1,388
51,906
64
Male
24,761
Single
4
PhD
Employed
37.156907
Urban
Premium
2
13
665
1
2022-12-13 15:21:39.130190
Poor
No
Daily
Apartment
1,479
51,907
38
Female
17,375
Married
null
High School
Unemployed
17.568469
Rural
Comprehensive
3
9
368
6
2021-06-09 15:21:39.237118
Average
No
Daily
Condo
2,322
51,908
54
Male
18,074
Married
0
PhD
Employed
32.542204
Suburban
Comprehensive
2
3
602
4
2024-04-07 15:21:39.276901
Average
Yes
Daily
Condo
1,489
51,909
62
Female
67,582
Single
2
Bachelor's
null
45.077552
Suburban
Comprehensive
0
1
586
3
2023-09-24 15:21:39.278402
Good
No
Rarely
Apartment
150
51,910
36
Female
3,408
Married
0
Bachelor's
null
13.788347
Urban
Premium
0
13
834
4
2021-04-09 15:21:39.264504
Good
Yes
Daily
Condo
1,864
51,911
19
Female
17,114
Married
3
Bachelor's
Unemployed
8.959389
Rural
Premium
0
6
735
4
2022-10-18 15:21:39.095696
Poor
Yes
Rarely
Condo
1,348
51,912
49
Male
28,886
Divorced
0
Master's
Self-Employed
9.908271
Urban
Comprehensive
null
13
607
9
2021-08-14 15:21:39.247098
Poor
No
Daily
Apartment
798
51,913
49
Male
124,938
Married
3
PhD
Unemployed
5.894241
Urban
Basic
1
18
767
2
2023-01-06 15:21:39.237118
Average
Yes
Rarely
Condo
129
51,914
22
Male
1,915
Married
1
PhD
Employed
15.381
Urban
Premium
0
19
339
3
2019-11-05 15:21:39.237118
null
No
Rarely
Apartment
499
51,915
19
Female
3,966
Single
4
PhD
null
26.755851
Urban
Comprehensive
1
5
null
2
2020-03-14 15:21:39.130190
Average
No
Daily
House
2,092
51,916
32
Male
27,950
Divorced
3
High School
Self-Employed
32.935309
Urban
Basic
1
10
576
6
2021-12-11 15:21:39.155231
Poor
Yes
Daily
Apartment
857
51,917
23
Male
121,281
Divorced
null
PhD
Self-Employed
34.869147
Urban
Basic
null
3
646
5
2024-02-28 15:21:39.288099
Poor
No
Monthly
Condo
112
51,918
53
Male
6,098
Divorced
1
Master's
Self-Employed
37.038408
Rural
Premium
null
5
642
8
2023-05-18 15:21:39.092127
Good
No
Weekly
Condo
1,313
51,919
52
Male
null
Married
4
Bachelor's
Unemployed
39.284317
Urban
Premium
0
1
716
2
2024-05-09 15:21:39.180553
Good
Yes
Daily
Condo
270
51,920
32
Female
2,628
Divorced
4
PhD
null
25.662078
Urban
Basic
1
5
496
4
2021-09-03 15:21:39.155231
Average
Yes
Weekly
House
1,302
51,921
41
Male
19,703
Single
3
High School
null
24.812087
Urban
Basic
0
19
null
8
2021-07-18 15:21:39.260856
Good
No
Rarely
House
646
51,922
35
Male
141,655
Single
0
High School
Unemployed
21.411856
Suburban
Basic
0
4
487
6
2023-09-09 15:21:39.117183
Poor
No
Weekly
House
2,095
51,923
39
Female
26,179
Single
2
Bachelor's
null
26.637649
Suburban
Premium
2
5
null
3
2020-11-25 15:21:39.114118
Poor
Yes
Daily
Apartment
3,055
51,924
21
Female
85,864
Married
2
High School
null
13.792821
Rural
Comprehensive
null
12
434
1
2021-01-25 15:21:39.249100
Good
No
Daily
Apartment
3,275
51,925
33
Male
27,791
Divorced
4
PhD
Employed
21.773151
Rural
Comprehensive
null
9
665
7
2022-05-17 15:21:39.236064
Average
No
Daily
House
2,851
51,926
24
Male
82,381
Divorced
3
PhD
Unemployed
25.984366
Urban
Basic
null
15
392
8
2022-02-08 15:21:39.178717
Good
Yes
Weekly
Apartment
1,471
51,927
57
Male
4,957
Single
1
High School
Employed
11.564679
Rural
Comprehensive
2
3
460
8
2020-05-29 15:21:39.225916
Good
Yes
Monthly
Apartment
709
51,928
46
Male
82,703
Single
2
Master's
Self-Employed
13.985813
Rural
Basic
0
19
478
5
2022-03-26 15:21:39.155231
null
Yes
Monthly
House
1,638
51,929
55
Male
38,509
Divorced
4
High School
Self-Employed
4.690776
Rural
Basic
0
10
576
2
2023-06-14 15:21:39.209847
Good
No
Weekly
Condo
2,429
51,930
63
Male
42,940
Divorced
null
Master's
null
21.903995
Rural
Basic
1
18
822
4
2021-01-21 15:21:39.285112
Average
Yes
Monthly
Condo
3,436
51,931
61
Female
35,186
Divorced
2
PhD
null
null
Urban
Comprehensive
0
13
823
2
2022-04-17 15:21:39.149731
Average
Yes
Monthly
House
22
51,932
40
Female
null
Single
1
Master's
null
16.059785
Rural
Comprehensive
0
13
326
4
2023-01-16 15:21:39.092127
Good
No
Weekly
Apartment
548
51,933
63
Female
62,646
Divorced
1
PhD
Unemployed
21.634687
Urban
Basic
2
0
477
8
2023-10-02 15:21:39.237118
Good
Yes
Daily
Apartment
397
51,934
22
Male
5,547
null
0
Master's
null
29.597777
Urban
Comprehensive
0
15
406
9
2023-12-20 15:21:39.185215
Average
Yes
Daily
Apartment
2,472
51,935
39
Male
18,324
Married
0
High School
Employed
26.510415
Urban
Basic
null
6
417
3
2019-10-15 15:21:39.283783
null
No
Monthly
House
648
51,936
25
Female
66,542
Single
4
Master's
Self-Employed
21.590799
Urban
Basic
0
11
567
1
2020-02-05 15:21:39.173834
Average
Yes
Daily
House
3,847
51,937
40
Male
69,317
Divorced
2
High School
Unemployed
20.413946
Rural
Basic
2
7
338
4
2021-05-30 15:21:39.247098
Good
Yes
Monthly
House
1,445
51,938
45
Male
1,714
Divorced
2
Bachelor's
Unemployed
34.136536
Suburban
Basic
2
1
469
3
2020-07-31 15:21:39.134960
Poor
No
Weekly
Condo
1,269
51,939
53
Male
6,834
Single
0
Bachelor's
Unemployed
37.383901
Rural
Premium
1
8
751
9
2022-05-26 15:21:39.207847
Average
No
Daily
Condo
2,887
51,940
62
Female
6,848
Divorced
3
High School
null
10.456977
Rural
Comprehensive
1
10
551
3
2023-04-27 15:21:39.155231
Good
No
Monthly
Apartment
1,542
51,941
26
Male
43,944
Divorced
null
High School
Self-Employed
45.491471
Suburban
Basic
2
0
null
4
2021-01-13 15:21:39.093681
null
No
Daily
Condo
757
51,942
28
Female
8,962
Divorced
4
Master's
null
17.543084
Rural
Comprehensive
null
13
839
7
2024-04-30 15:21:39.134960
Poor
Yes
Rarely
Apartment
3,387
51,943
25
Female
26,296
Single
3
PhD
null
21.796478
Urban
Basic
3
2
766
2
2021-07-17 15:21:39.237118
Poor
Yes
Daily
House
1,228
51,944
37
Female
60,598
Single
2
Bachelor's
Employed
15.173916
Rural
Basic
null
4
351
4
2021-08-29 15:21:39.190215
Average
No
Daily
House
1,727
51,945
40
Male
9,078
null
3
Bachelor's
Employed
30.636773
Urban
Premium
null
18
716
7
2022-01-02 15:21:39.186212
Poor
No
Daily
House
1,103
51,946
49
Male
79,908
Divorced
4
Master's
null
19.890811
Suburban
Comprehensive
1
5
743
8
2021-01-28 15:21:39.081504
Good
Yes
Daily
Apartment
130
51,947
47
Male
11,991
Married
1
Bachelor's
Self-Employed
18.340147
Rural
Premium
0
15
508
4
2020-09-08 15:21:39.172097
Average
Yes
Rarely
House
710
51,948
30
Female
12,835
Divorced
2
PhD
null
17.352439
Suburban
Basic
0
9
322
6
2019-09-05 15:21:39.105504
null
Yes
Daily
House
934
51,949
48
Female
3,877
Married
1
Master's
null
19.619364
Rural
Basic
2
8
542
7
2020-05-05 15:21:39.209847
Average
Yes
Monthly
House
569
51,950
31
Male
1,714
Single
2
Bachelor's
null
6.930636
Urban
Comprehensive
1
2
406
3
2023-07-18 15:21:39.165120
Average
Yes
Rarely
Apartment
364
51,951
25
Male
41,749
Divorced
2
Bachelor's
null
14.63852
Rural
Basic
2
19
543
9
2022-09-02 15:21:39.183598
Good
Yes
Daily
Apartment
417
51,952
34
Female
535
Single
1
Bachelor's
Employed
32.972015
Suburban
Comprehensive
null
9
482
1
2024-08-11 15:21:39.117183
Average
Yes
Monthly
Apartment
1,121
51,953
49
Male
null
Married
2
Bachelor's
null
36.099287
Urban
Basic
null
8
406
4
2023-08-04 15:21:39.236064
Poor
No
Daily
Condo
825
51,954
21
Female
23,258
Married
0
PhD
Self-Employed
3.933929
Urban
Premium
0
8
849
1
2022-06-05 15:21:39.279729
Average
No
Rarely
Condo
467
51,955
19
Male
3,617
Single
0
PhD
null
36.943608
Urban
Basic
0
3
523
5
2023-05-09 15:21:39.148733
Poor
Yes
Daily
Apartment
2,108
51,956
52
Male
59,096
Married
4
Master's
Employed
36.935772
Rural
Basic
1
11
443
4
2021-01-05 15:21:39.154008
Good
No
Monthly
Condo
24
51,957
36
Male
27,281
Single
null
Master's
Self-Employed
31.08542
Rural
Basic
null
10
549
1
2021-11-18 15:21:39.218388
Average
Yes
Rarely
House
197
51,958
38
Male
5,950
Divorced
0
High School
Employed
41.054877
Suburban
Premium
0
3
573
3
2020-09-17 15:21:39.134960
Average
No
Weekly
House
2,221
51,959
28
Female
31,782
Married
null
PhD
null
31.934242
Suburban
Premium
1
17
728
3
2023-03-23 15:21:39.109552
Good
Yes
Rarely
Apartment
861
51,960
35
Male
45,650
Single
0
Master's
Employed
49.251376
Rural
Premium
0
1
null
4
2022-05-13 15:21:39.097737
Good
Yes
Weekly
Condo
1,751
51,961
56
Male
53,662
Divorced
null
PhD
Unemployed
16.469833
Urban
Comprehensive
null
14
531
2
2023-05-14 15:21:39.164044
null
No
Daily
Apartment
357
51,962
43
Female
13,547
Single
0
PhD
Unemployed
37.175068
Suburban
Comprehensive
3
8
791
4
2024-03-19 15:21:39.115178
Average
Yes
Rarely
Condo
135
51,963
35
Female
144,821
Divorced
1
PhD
Employed
28.292415
Urban
Basic
2
15
804
8
2022-08-19 15:21:39.134960
Good
Yes
Daily
Condo
3,365
51,964
43
Male
16,076
Married
3
High School
null
7.083594
Suburban
Premium
1
10
623
9
2020-10-24 15:21:39.274993
Poor
No
Rarely
Condo
1,646
51,965
47
Female
144,713
Divorced
2
Master's
Employed
31.990575
Urban
Premium
4
18
534
6
2020-07-28 15:21:39.134960
Poor
Yes
Rarely
Condo
1,908
51,966
46
Male
14,625
Single
0
PhD
null
35.912545
Urban
Comprehensive
2
12
629
1
2022-12-27 15:21:39.109552
Poor
No
Weekly
Apartment
4,066
51,967
34
Male
59,722
Single
3
High School
Self-Employed
38.055095
Rural
Comprehensive
null
19
311
9
2024-06-05 15:21:39.175719
Good
No
Rarely
Apartment
1,350
51,968
31
Female
28,897
Married
1
High School
null
19.314925
Urban
Comprehensive
null
7
307
5
2020-12-18 15:21:39.204790
Good
No
Rarely
House
3,262
51,969
53
Male
62,826
Married
3
PhD
Employed
36.953206
Urban
Premium
2
19
382
3
2024-01-19 15:21:39.256696
Good
No
Weekly
Condo
1,269
51,970
35
Female
7,983
Divorced
null
PhD
Unemployed
8.977916
Rural
Basic
null
7
719
9
2023-06-25 15:21:39.281787
Poor
No
Daily
House
1,686
51,971
37
Female
73,986
Divorced
0
High School
Self-Employed
24.328908
Urban
Comprehensive
2
18
849
6
2019-08-31 15:21:39.087123
Poor
No
Rarely
Apartment
30
51,972
45
Male
17,450
Married
4
Bachelor's
Employed
17.517438
Suburban
Comprehensive
2
17
726
4
2023-07-01 15:21:39.126661
Good
Yes
Monthly
Apartment
518
51,973
61
Female
50,003
Married
3
PhD
Employed
30.912114
Suburban
Premium
null
1
583
2
2023-10-12 15:21:39.134960
Good
Yes
Daily
Condo
176
51,974
20
Female
14,231
Married
4
High School
Self-Employed
3.077733
Rural
Comprehensive
1
2
null
3
2020-04-17 15:21:39.169102
Average
Yes
Rarely
House
189
51,975
27
Female
7,053
Divorced
3
High School
null
15.314858
Rural
Premium
null
12
754
5
2022-11-01 15:21:39.091080
Average
Yes
Monthly
Condo
635
51,976
54
Female
57,760
Married
3
Master's
Self-Employed
14.85825
Rural
Premium
0
4
370
4
2022-05-15 15:21:39.095696
Poor
No
Weekly
Apartment
1,614
51,977
43
Female
5,038
Divorced
2
Bachelor's
Unemployed
13.382539
Urban
Comprehensive
1
6
491
3
2021-04-01 15:21:39.147735
Average
Yes
Weekly
Condo
1,717
51,978
35
Male
5,832
Married
null
Bachelor's
Self-Employed
7.705316
Urban
Basic
1
9
null
5
2020-04-03 15:21:39.133866
Poor
Yes
Monthly
Apartment
609
51,979
57
Male
3,498
null
3
Bachelor's
null
6.907876
Urban
Premium
0
4
740
1
2023-06-19 15:21:39.175719
Good
No
Monthly
House
1,775
51,980
46
Male
6,908
Divorced
null
Bachelor's
null
16.226572
Suburban
Comprehensive
null
13
706
3
2023-10-02 15:21:39.232526
Poor
Yes
Rarely
Condo
437
51,981
50
Female
16,063
Married
4
Master's
Employed
30.241596
Urban
Comprehensive
0
16
337
8
2023-06-22 15:21:39.245086
Poor
Yes
Daily
Apartment
923
51,982
54
Female
5,569
Single
2
High School
Unemployed
48.83544
Suburban
Basic
0
15
733
3
2021-09-25 15:21:39.091080
Average
Yes
Rarely
Condo
828
51,983
22
Male
66,964
Single
1
Master's
Unemployed
50.065185
Urban
Comprehensive
null
5
757
2
2022-05-26 15:21:39.272456
Average
Yes
Monthly
Condo
3,188
51,984
60
Male
38,429
Single
3
PhD
Self-Employed
26.638484
Urban
Basic
0
4
749
3
2021-10-23 15:21:39.237118
Good
No
Monthly
Condo
1,476
51,985
39
Male
27,860
Single
0
Bachelor's
null
35.654006
Urban
Comprehensive
1
1
629
7
2022-04-16 15:21:39.155231
Good
No
Monthly
House
2,641
51,986
28
Male
131,863
Married
3
PhD
Self-Employed
41.694049
Rural
Premium
0
2
382
8
2021-12-05 15:21:39.226954
Average
No
Rarely
House
1,140
51,987
54
Female
113,915
Married
4
Bachelor's
Employed
32.251828
Suburban
Premium
null
18
373
3
2023-02-25 15:21:39.182597
Poor
No
Weekly
House
2,714
51,988
35
Female
90,600
Single
1
High School
Unemployed
26.624831
Suburban
Basic
null
12
651
5
2022-04-09 15:21:39.279729
Average
Yes
Weekly
Apartment
115
51,989
43
Female
40,323
Single
0
PhD
Self-Employed
21.084609
Rural
Premium
2
15
636
2
2024-01-16 15:21:39.187211
Poor
No
Daily
House
2,233
51,990
45
Female
90,624
Divorced
1
PhD
Unemployed
28.351621
Urban
Basic
2
3
667
1
2020-09-07 15:21:39.155231
Poor
Yes
Daily
House
2,104
51,991
28
Male
1,606
Married
4
Master's
Unemployed
28.054825
Suburban
Basic
null
19
424
2
2021-05-24 15:21:39.100695
Poor
No
Weekly
Condo
119
51,992
28
Male
110,981
Married
0
High School
null
39.914916
Suburban
Premium
1
0
629
3
2022-11-27 15:21:39.129190
Poor
No
Weekly
Condo
174
51,993
25
Female
12,982
Single
1
Bachelor's
null
16.241301
Urban
Basic
1
12
516
2
2024-08-08 15:21:39.132191
Good
No
Monthly
Condo
963
51,994
39
Female
65,783
Divorced
2
High School
Self-Employed
22.829
Urban
Comprehensive
2
0
420
5
2023-10-14 15:21:39.273973
Poor
No
Rarely
Condo
545
51,995
62
Female
1,792
Married
2
Master's
null
42.735159
Rural
Basic
1
3
null
9
2020-01-15 15:21:39.123711
Average
Yes
Weekly
Apartment
25
51,996
58
Male
6,935
Married
null
High School
null
null
Rural
Basic
2
14
592
6
2022-01-24 15:21:39.095696
Average
Yes
Weekly
House
2,210
51,997
31
Male
2,480
Single
2
Bachelor's
Employed
null
Suburban
Premium
0
3
521
8
2024-07-22 15:21:39.180553
Average
Yes
Monthly
Condo
1,729
51,998
29
Female
35,297
Married
4
Bachelor's
Employed
37.773434
Suburban
Basic
3
19
708
6
2022-09-29 15:21:39.177724
Poor
No
Rarely
House
485
51,999
34
Male
6,937
Single
4
Master's
Unemployed
30.058796
Rural
Basic
0
17
492
9
2020-09-02 15:21:39.123711
Poor
No
Weekly
Condo
3,904