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
17,900
39
Female
91,608
Single
2
Bachelor's
Unemployed
15.391336
Rural
Comprehensive
0
6
356
7
2024-03-04 15:21:39.089116
Good
No
Monthly
House
1,442
17,901
62
Male
27,241
Single
null
Master's
Unemployed
18.585577
Suburban
Premium
1
1
583
4
2020-02-08 15:21:39.090124
Good
No
Weekly
Condo
1,681
17,902
33
Male
39,724
Divorced
3
High School
null
14.609908
Urban
Comprehensive
1
3
782
2
2024-06-30 15:21:39.097737
Good
No
Monthly
House
1,329
17,903
56
Male
54,961
Divorced
3
PhD
null
26.664602
Suburban
Basic
null
0
376
7
2019-10-24 15:21:39.148733
Poor
Yes
Rarely
Apartment
237
17,904
28
Female
5,050
Single
0
Master's
Unemployed
34.33391
Urban
Basic
null
3
514
1
2021-01-28 15:21:39.231531
null
Yes
Rarely
Condo
1,258
17,905
42
Male
27,093
Single
0
Bachelor's
Self-Employed
16.2416
Suburban
Basic
0
10
null
2
2021-12-04 15:21:39.201446
Average
Yes
Daily
House
378
17,906
20
Male
2,587
Married
3
Bachelor's
Employed
42.095483
Suburban
Premium
6
5
477
4
2023-07-28 15:21:39.091080
Average
Yes
Daily
House
981
17,907
49
Female
6,991
Single
4
Master's
Employed
19.726192
Urban
Basic
0
11
634
1
2022-11-04 15:21:39.237118
Average
No
Daily
Apartment
1,342
17,908
55
Female
100,845
Single
0
Master's
Unemployed
null
Suburban
Basic
1
0
488
7
2021-08-14 15:21:39.111551
Good
No
Rarely
Apartment
4,943
17,909
35
Male
23,892
Divorced
3
High School
Unemployed
null
Urban
Comprehensive
2
0
684
1
2020-01-04 15:21:39.237118
Average
No
Weekly
Condo
582
17,910
60
Male
17,885
Married
2
High School
Self-Employed
19.676687
Urban
Comprehensive
0
6
595
6
2021-11-11 15:21:39.219432
Poor
No
Monthly
Apartment
1,595
17,911
43
Female
51,453
Married
1
PhD
Unemployed
40.566691
Rural
Comprehensive
1
9
787
7
2023-11-09 15:21:39.155231
Good
No
Weekly
Apartment
101
17,912
43
Male
47,661
Divorced
4
High School
null
18.567285
Urban
Basic
1
17
337
2
2022-08-04 15:21:39.231531
Good
No
Monthly
Apartment
484
17,913
20
Female
60,597
Married
1
PhD
Employed
16.186965
Rural
Basic
null
1
318
8
2021-02-21 15:21:39.176717
Poor
No
Weekly
Apartment
469
17,914
55
Female
55,371
Single
3
High School
null
20.834692
Urban
Comprehensive
null
1
327
7
2019-12-28 15:21:39.281787
Poor
Yes
Weekly
Apartment
677
17,915
24
Male
11,860
Divorced
3
Bachelor's
Self-Employed
8.926391
Urban
Basic
0
1
653
3
2023-09-02 15:21:39.221386
null
Yes
Weekly
House
1,487
17,916
48
Female
29,221
Divorced
2
Master's
Employed
31.67116
Urban
Basic
null
2
670
9
2021-09-27 15:21:39.237118
Poor
Yes
Rarely
Apartment
852
17,917
58
Female
null
null
1
Bachelor's
Self-Employed
35.085773
Suburban
Comprehensive
1
19
433
1
2021-06-29 15:21:39.176717
Poor
Yes
Monthly
House
2,386
17,918
26
Male
101,288
Single
1
PhD
Employed
15.819368
Rural
Comprehensive
3
4
483
6
2023-04-19 15:21:39.260856
Poor
No
Rarely
Condo
1,036
17,919
32
Male
1,761
Divorced
0
PhD
Unemployed
42.160954
Rural
Basic
0
12
737
6
2022-12-14 15:21:39.114118
null
Yes
Weekly
Apartment
872
17,920
60
Male
35,794
Single
4
Bachelor's
Unemployed
35.16669
Rural
Basic
1
3
582
4
2022-06-05 15:21:39.226954
Poor
No
Monthly
House
3,938
17,921
58
Male
2,592
Married
0
High School
Unemployed
16.185921
Suburban
Basic
0
2
746
3
2024-08-05 15:21:39.167099
Good
No
Daily
Condo
122
17,922
36
Male
35,276
Single
3
High School
Self-Employed
17.552509
Urban
Basic
0
10
353
2
2022-06-06 15:21:39.200452
Good
Yes
Rarely
Apartment
1,087
17,923
36
Male
39,734
Single
2
PhD
null
50.593089
Urban
Premium
null
9
788
7
2019-08-23 15:21:39.226954
Average
Yes
Monthly
House
664
17,924
56
Male
23,589
Married
1
PhD
Unemployed
38.223251
Suburban
Basic
1
8
414
1
2024-07-07 15:21:39.079128
Poor
Yes
Daily
Apartment
591
17,925
54
Female
729
Married
2
PhD
null
4.038504
Suburban
Premium
2
2
532
8
2022-07-09 15:21:39.286113
Poor
No
Rarely
House
662
17,926
53
Male
15,139
Married
3
High School
Unemployed
14.614853
Suburban
Basic
null
13
594
3
2021-04-28 15:21:39.274993
Average
Yes
Monthly
Apartment
744
17,927
43
Female
52,838
Divorced
null
Master's
Self-Employed
11.445544
Urban
Premium
1
10
836
5
2023-05-28 15:21:39.237118
Poor
No
Rarely
House
100
17,928
26
Male
40,593
Divorced
null
Master's
null
48.512665
Rural
Comprehensive
1
17
566
9
2021-09-10 15:21:39.261856
Poor
Yes
Rarely
Condo
614
17,929
41
Male
121,710
Married
0
Master's
null
23.268064
Rural
Comprehensive
0
18
407
4
2020-08-31 15:21:39.184157
Poor
No
Daily
Apartment
2,749
17,930
31
Female
43,887
Divorced
4
Master's
null
43.326469
Urban
Premium
0
7
659
7
2020-11-12 15:21:39.237118
Poor
Yes
Monthly
Condo
1,089
17,931
22
Male
16,087
Single
3
Bachelor's
Self-Employed
11.682021
Rural
Premium
0
2
562
9
2023-08-26 15:21:39.228521
Good
No
Weekly
House
805
17,932
63
Female
28,030
Single
3
PhD
Unemployed
42.751532
Suburban
Comprehensive
3
18
536
6
2023-05-28 15:21:39.126661
Poor
Yes
Rarely
House
1,900
17,933
36
Female
26,641
Divorced
null
Bachelor's
Unemployed
18.034981
Suburban
Premium
2
10
641
8
2020-11-08 15:21:39.134960
Good
Yes
Daily
Apartment
1,008
17,934
37
Male
null
Divorced
1
PhD
Employed
10.933234
Suburban
Comprehensive
null
0
308
2
2022-09-19 15:21:39.155231
Average
Yes
Monthly
Apartment
1,382
17,935
59
Male
3,927
Married
1
High School
Unemployed
34.985979
Suburban
Comprehensive
1
3
571
2
2019-11-13 15:21:39.281787
Poor
Yes
Monthly
Apartment
2,367
17,936
34
Female
17,963
Divorced
0
PhD
Self-Employed
28.737419
Urban
Premium
0
4
573
4
2020-05-01 15:21:39.273973
Poor
Yes
Daily
Condo
50
17,937
62
Female
28,886
Divorced
0
Bachelor's
Employed
11.81165
Urban
Premium
1
2
551
6
2023-07-11 15:21:39.253660
Average
No
Daily
Condo
1,104
17,938
52
Male
18,646
Divorced
0
Master's
Unemployed
16.079062
Urban
Basic
null
5
641
4
2020-09-04 15:21:39.134960
Good
No
Monthly
Apartment
2,762
17,939
49
Male
35,273
Married
4
Master's
Employed
28.995837
Urban
Premium
0
0
697
6
2024-07-28 15:21:39.165120
Average
Yes
Weekly
Apartment
582
17,940
32
Male
121,396
Married
3
Master's
Self-Employed
20.589859
Urban
Basic
null
8
439
4
2020-09-12 15:21:39.154008
Good
No
Weekly
Apartment
478
17,941
47
Male
17,443
Divorced
null
Bachelor's
null
null
Rural
Premium
1
17
583
3
2020-06-04 15:21:39.151732
Good
No
Rarely
House
583
17,942
39
Male
2,559
Divorced
3
Master's
Self-Employed
19.481281
Rural
Basic
1
9
460
7
2019-09-16 15:21:39.090124
Poor
Yes
Weekly
Condo
591
17,943
45
Female
15,297
Single
1
High School
Employed
11.273507
Rural
Premium
null
16
748
3
2020-11-06 15:21:39.176717
Poor
Yes
Rarely
Apartment
749
17,944
63
Male
48,149
null
3
Master's
null
25.083256
Suburban
Comprehensive
2
14
626
2
2024-06-11 15:21:39.196387
Average
Yes
Daily
Apartment
2,082
17,945
41
Male
23,496
Married
2
High School
Employed
23.928209
Suburban
Comprehensive
1
10
776
9
2022-09-04 15:21:39.120168
Good
Yes
Weekly
Condo
1,338
17,946
25
Female
3,488
Divorced
0
Master's
null
32.33013
Suburban
Premium
2
4
761
9
2022-05-18 15:21:39.237118
Poor
No
Rarely
Condo
20
17,947
41
Male
9,084
Divorced
0
PhD
Self-Employed
7.928194
Urban
Comprehensive
1
6
589
4
2023-10-14 15:21:39.080440
Poor
No
Rarely
Apartment
1,453
17,948
22
Male
137,523
Divorced
0
Bachelor's
Self-Employed
24.586669
Suburban
Premium
2
10
532
1
2020-05-19 15:21:39.151732
null
No
Rarely
Apartment
1,033
17,949
29
Male
13,562
Single
2
Bachelor's
null
31.91217
Rural
Premium
0
12
566
5
2021-01-22 15:21:39.106582
Good
No
Rarely
House
1,251
17,950
51
Male
60,587
Divorced
null
PhD
Employed
50.837476
Urban
Basic
2
10
536
9
2022-02-24 15:21:39.174719
Poor
Yes
Monthly
Apartment
1,144
17,951
33
Male
27,126
Single
4
High School
null
29.447814
Suburban
Premium
1
19
711
9
2019-11-17 15:21:39.121169
null
No
Rarely
Condo
782
17,952
21
Female
34,386
Divorced
1
Bachelor's
Employed
46.923784
Rural
Comprehensive
1
12
763
1
2022-01-16 15:21:39.121169
Good
No
Monthly
House
687
17,953
23
Female
5,947
Divorced
1
Master's
Self-Employed
null
Urban
Comprehensive
1
9
634
3
2023-05-21 15:21:39.237118
Average
No
Monthly
House
1,455
17,954
38
Male
43,989
Divorced
3
Master's
Self-Employed
17.876008
Suburban
Basic
0
13
658
1
2022-06-20 15:21:39.134960
Good
No
Daily
Apartment
842
17,955
36
Female
5,094
Divorced
2
PhD
null
24.744655
Rural
Premium
1
2
515
9
2023-10-18 15:21:39.122134
Average
No
Rarely
House
716
17,956
24
Female
48,430
Single
2
High School
null
26.790091
Urban
Comprehensive
null
5
802
6
2020-05-29 15:21:39.232526
Average
Yes
Monthly
Apartment
100
17,957
19
Male
2,818
Married
1
High School
null
17.984051
Urban
Comprehensive
null
5
null
8
2023-05-26 15:21:39.123711
Average
No
Daily
Apartment
2,193
17,958
24
Female
53,634
Divorced
1
PhD
Self-Employed
20.991515
Rural
Premium
1
0
476
6
2021-07-01 15:21:39.134960
Poor
Yes
Weekly
Condo
2,694
17,959
33
Male
30,221
Single
4
Bachelor's
Employed
32.067238
Rural
Basic
0
18
null
2
2020-02-13 15:21:39.126661
Average
Yes
Monthly
Apartment
538
17,960
57
Male
3,906
Single
1
Bachelor's
Employed
38.228973
Suburban
Comprehensive
null
19
728
7
2024-01-27 15:21:39.121169
Good
No
Rarely
Condo
3,743
17,961
38
Male
29,248
Married
1
PhD
Employed
23.826555
Suburban
Basic
1
0
522
8
2020-03-01 15:21:39.200452
Good
No
Daily
Condo
1,446
17,962
51
Male
34,403
Married
null
Bachelor's
null
17.908019
Suburban
Premium
null
9
468
6
2021-11-29 15:21:39.201446
Good
No
Monthly
Apartment
1,096
17,963
59
Female
28,085
Single
2
PhD
Self-Employed
29.92793
Rural
Comprehensive
1
2
602
4
2024-06-27 15:21:39.246098
Poor
No
Monthly
House
1,514
17,964
34
Male
6,544
Single
0
Master's
null
22.89076
Suburban
Basic
0
16
844
5
2022-11-11 15:21:39.213373
Good
No
Rarely
Apartment
461
17,965
35
Female
3,773
Single
4
Bachelor's
Employed
23.281469
Urban
Basic
null
6
507
2
2019-10-02 15:21:39.151732
Good
No
Weekly
House
498
17,966
19
Male
20,783
Single
3
Bachelor's
Unemployed
20.454365
Urban
Basic
1
5
564
8
2023-03-24 15:21:39.155231
Poor
Yes
Weekly
House
1,326
17,967
21
Female
null
Single
0
Bachelor's
Self-Employed
43.465961
Rural
Basic
2
5
330
7
2023-02-08 15:21:39.114118
Average
No
Weekly
Condo
795
17,968
64
Male
50,266
Divorced
4
Master's
null
7.252501
Rural
Premium
3
9
755
1
2021-06-30 15:21:39.148733
Good
No
Weekly
Condo
3,070
17,969
53
Female
3,768
Married
2
Master's
null
28.089157
Rural
Basic
2
18
596
1
2022-04-19 15:21:39.096739
Poor
No
Monthly
Apartment
1,408
17,970
null
Male
27,358
Single
2
PhD
Self-Employed
9.133814
Suburban
Comprehensive
0
11
823
4
2020-04-01 15:21:39.261856
null
No
Rarely
Apartment
1,581
17,971
51
Male
3,565
Married
null
Bachelor's
Unemployed
43.680028
Urban
Premium
null
2
804
5
2021-06-26 15:21:39.224915
null
No
Monthly
Condo
1,885
17,972
28
Female
1,266
Divorced
4
High School
Self-Employed
36.010765
Urban
Comprehensive
4
7
729
2
2019-12-12 15:21:39.232526
Poor
No
Daily
Condo
1,088
17,973
38
Female
49,523
Divorced
0
Bachelor's
Self-Employed
12.640476
Urban
Comprehensive
0
9
447
9
2022-10-22 15:21:39.134960
Average
No
Daily
Apartment
100
17,974
35
Male
22,518
Divorced
2
PhD
Unemployed
45.597842
Urban
Comprehensive
1
5
671
1
2020-05-23 15:21:39.184157
Average
No
Daily
House
1,084
17,975
28
Male
95,147
Divorced
2
Master's
Employed
31.382005
Rural
Premium
0
13
589
9
2024-02-21 15:21:39.155231
Good
No
Weekly
House
274
17,976
26
Female
17,583
Married
2
Master's
Self-Employed
5.594425
Rural
Premium
null
16
841
1
2023-10-29 15:21:39.175719
Good
No
Weekly
Apartment
646
17,977
56
Female
76,546
Married
3
PhD
Unemployed
11.059919
Suburban
Basic
0
7
335
2
2023-04-21 15:21:39.209847
Poor
No
Weekly
Apartment
935
17,978
45
Female
28,659
Divorced
0
Master's
Employed
24.928458
Suburban
Comprehensive
null
1
513
6
2022-01-25 15:21:39.172097
Poor
No
Monthly
Apartment
739
17,979
30
Male
36,608
Divorced
2
High School
null
14.988988
Rural
Comprehensive
0
1
589
6
2022-06-18 15:21:39.290098
Good
Yes
Daily
Condo
948
17,980
61
Male
12,532
Divorced
4
PhD
Employed
10.724277
Urban
Premium
null
9
523
1
2023-03-15 15:21:39.256696
Poor
Yes
Rarely
Apartment
29
17,981
31
Male
8,071
Married
0
Bachelor's
Employed
13.724962
Urban
Comprehensive
0
8
684
6
2021-09-22 15:21:39.095696
Average
Yes
Weekly
House
639
17,982
27
Female
null
Married
0
High School
Self-Employed
47.116508
Rural
Premium
null
14
497
2
2020-09-17 15:21:39.134960
Good
Yes
Rarely
Condo
79
17,983
27
Male
67,422
Divorced
0
Master's
null
49.712567
Urban
Comprehensive
0
5
428
3
2023-03-22 15:21:39.289099
Average
Yes
Rarely
House
393
17,984
48
Male
35,066
Divorced
1
Master's
Employed
37.362267
Suburban
Comprehensive
1
16
759
4
2023-02-05 15:21:39.102694
Poor
Yes
Monthly
Apartment
1,121
17,985
36
Male
78,873
Single
2
Master's
Self-Employed
33.943118
Rural
Comprehensive
2
13
416
1
2019-12-25 15:21:39.168099
Poor
Yes
Weekly
House
813
17,986
62
Female
10,071
Married
0
High School
null
41.816009
Suburban
Comprehensive
null
19
680
5
2024-01-03 15:21:39.101733
Poor
No
Monthly
House
3,932
17,987
37
Female
3,736
Divorced
2
Master's
Unemployed
24.854708
Urban
Premium
0
3
827
5
2023-10-12 15:21:39.276901
null
Yes
Weekly
Condo
1,947
17,988
22
Female
57,944
Divorced
2
Bachelor's
Self-Employed
3.962631
Urban
Premium
0
11
657
2
2019-11-03 15:21:39.176717
null
No
Weekly
Apartment
2,084
17,989
48
Female
37,864
Divorced
4
Master's
Self-Employed
22.874017
Suburban
Basic
0
5
407
9
2022-03-27 15:21:39.200452
Poor
No
Daily
Apartment
1,197
17,990
54
Male
140,825
Married
3
High School
null
16.79388
Urban
Comprehensive
1
10
434
2
2021-08-24 15:21:39.155231
Good
Yes
Weekly
Apartment
1,188
17,991
48
Male
23,412
Single
1
Bachelor's
Self-Employed
16.144964
Rural
Basic
2
0
339
1
2021-07-30 15:21:39.268507
Good
No
Daily
House
765
17,992
45
Male
8,091
Single
1
PhD
null
37.798251
Suburban
Premium
3
7
696
9
2022-10-15 15:21:39.155231
null
Yes
Rarely
Apartment
816
17,993
50
Female
44,183
Divorced
2
High School
Employed
12.275577
Suburban
Premium
null
6
null
3
2024-06-22 15:21:39.126661
Average
No
Monthly
House
541
17,994
59
Female
34,403
Single
1
High School
Employed
49.162814
Suburban
Comprehensive
2
18
782
3
2023-04-02 15:21:39.237118
Average
No
Rarely
Apartment
803
17,995
40
Female
32,009
Married
2
Master's
null
47.058715
Rural
Basic
3
12
678
8
2022-08-20 15:21:39.272456
Average
Yes
Rarely
House
826
17,996
55
Female
1,543
Single
0
PhD
Self-Employed
27.988185
Rural
Comprehensive
4
17
310
1
2020-03-18 15:21:39.152732
Poor
No
Rarely
House
812
17,997
60
Female
6,093
Divorced
3
High School
null
19.823994
Rural
Basic
0
9
635
2
2024-02-04 15:21:39.244069
Poor
No
Rarely
House
944
17,998
27
Female
2,445
Single
4
Master's
Self-Employed
24.480054
Urban
Comprehensive
2
5
810
9
2021-05-06 15:21:39.155231
Poor
No
Monthly
Apartment
524
17,999
44
Male
null
Married
1
Bachelor's
Self-Employed
11.739865
Suburban
Comprehensive
2
5
437
3
2022-10-09 15:21:39.185215
Average
No
Rarely
Apartment
1,198