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
1,196,900
37
Female
6,724
Single
1
Bachelor's
null
18.16644
Urban
Basic
0
0
null
1
2021-05-05 15:21:39.285112
Good
No
Rarely
Apartment
1,068
1,196,901
33
Female
12,073
Single
1
High School
null
23.010976
Suburban
Comprehensive
null
3
799
2
2022-02-09 15:21:39.092127
Average
No
Monthly
House
1,859
1,196,902
41
Male
30,892
Married
0
Bachelor's
Self-Employed
19.828394
Rural
Basic
null
16
711
7
2023-01-10 15:21:39.247098
Average
Yes
Rarely
Apartment
1,367
1,196,903
25
Female
5,058
Single
2
High School
Unemployed
21.527879
Rural
Comprehensive
1
13
442
5
2020-04-27 15:21:39.134960
Poor
No
Daily
Apartment
1,668
1,196,904
22
Male
75,732
Married
4
High School
Employed
35.735639
Urban
Comprehensive
null
0
301
5
2020-04-23 15:21:39.202448
Poor
Yes
Rarely
House
919
1,196,905
54
Female
123,610
Divorced
0
Bachelor's
Employed
20.443548
Rural
Basic
2
0
827
3
2021-09-01 15:21:39.267454
Average
No
Weekly
Condo
3,715
1,196,906
49
Male
10,085
Single
2
Bachelor's
Employed
45.990555
Rural
Basic
0
13
806
7
2022-04-12 15:21:39.274993
Average
No
Weekly
Apartment
597
1,196,907
23
Female
18,487
Married
4
Master's
Self-Employed
28.261036
Urban
Comprehensive
null
5
542
9
2023-05-05 15:21:39.236064
Poor
No
Daily
Condo
627
1,196,908
61
Male
27,863
Divorced
0
PhD
null
12.093977
Urban
Comprehensive
2
1
743
6
2020-07-23 15:21:39.152732
Good
No
Monthly
Apartment
619
1,196,909
61
Male
2,784
Divorced
1
Bachelor's
Self-Employed
32.1537
Suburban
Premium
2
15
602
3
2021-06-24 15:21:39.134960
Poor
No
Rarely
Condo
590
1,196,910
19
Male
28,126
Single
0
High School
Self-Employed
42.364558
Suburban
Comprehensive
0
14
845
7
2019-12-18 15:21:39.177724
Average
Yes
Rarely
Condo
2,632
1,196,911
60
Female
58,818
Single
2
High School
Employed
null
Suburban
Basic
0
4
711
6
2023-05-16 15:21:39.281787
Average
Yes
Weekly
Condo
3,132
1,196,912
51
Male
null
Married
4
PhD
Self-Employed
20.082827
Rural
Comprehensive
1
6
387
5
2024-01-25 15:21:39.155231
Poor
No
Rarely
Apartment
571
1,196,913
21
Female
4,055
Divorced
2
High School
Self-Employed
21.085381
Rural
Basic
2
17
569
1
2022-09-21 15:21:39.080440
Good
No
Daily
House
34
1,196,914
23
Male
16,894
Divorced
0
PhD
Unemployed
28.393905
Suburban
Basic
0
5
626
6
2023-02-27 15:21:39.207847
Average
Yes
Monthly
Apartment
26
1,196,915
64
Male
11,845
Divorced
null
PhD
Self-Employed
29.738905
Rural
Basic
null
17
474
6
2023-03-14 15:21:39.255696
Average
No
Monthly
Condo
1,836
1,196,916
31
Male
48,398
Divorced
2
Bachelor's
Self-Employed
12.039564
Urban
Premium
1
17
392
5
2022-01-10 15:21:39.134960
Average
No
Weekly
House
591
1,196,917
46
Female
24,299
Divorced
1
Master's
Self-Employed
32.554411
Urban
Comprehensive
1
18
null
1
2021-05-27 15:21:39.155231
Poor
No
Weekly
House
531
1,196,918
27
Male
73,616
Single
0
High School
Self-Employed
14.391626
Suburban
Basic
0
2
492
7
2020-11-01 15:21:39.087123
null
No
Rarely
Condo
2,097
1,196,919
48
Female
143,248
Divorced
0
Bachelor's
Self-Employed
23.361634
Rural
Comprehensive
3
13
591
4
2022-01-12 15:21:39.288099
Good
No
Weekly
Apartment
179
1,196,920
59
Female
27,358
Single
1
High School
Employed
25.383761
Suburban
Premium
null
8
null
5
2021-04-04 15:21:39.198406
Poor
Yes
Monthly
House
923
1,196,921
39
Male
2,658
Married
null
Master's
null
21.319834
Suburban
Premium
null
9
null
7
2019-09-01 15:21:39.155231
Average
No
Rarely
Apartment
561
1,196,922
39
Female
9,909
Married
4
Bachelor's
Self-Employed
13.132519
Rural
Comprehensive
null
17
790
5
2022-11-04 15:21:39.106582
Poor
Yes
Weekly
Condo
714
1,196,923
49
Male
12,881
Single
2
High School
Unemployed
23.283349
Suburban
Basic
null
17
711
4
2021-04-28 15:21:39.155231
Good
No
Rarely
House
1,597
1,196,924
54
Male
17,107
Married
4
Master's
Employed
4.784723
Suburban
Comprehensive
0
3
566
6
2021-05-17 15:21:39.256696
Average
Yes
Daily
Apartment
2,156
1,196,925
22
Male
52,797
Divorced
1
Bachelor's
Unemployed
32.571633
Rural
Premium
1
0
301
7
2022-12-10 15:21:39.214388
Good
No
Weekly
House
549
1,196,926
60
Female
34,184
Single
2
Bachelor's
Unemployed
18.543602
Urban
Comprehensive
null
18
630
3
2022-01-15 15:21:39.170099
Average
No
Monthly
Condo
923
1,196,927
18
Female
16,281
Divorced
1
Master's
Self-Employed
24.458831
Urban
Comprehensive
null
18
null
7
2021-02-20 15:21:39.187211
Average
No
Weekly
Apartment
627
1,196,928
45
Male
60,032
Divorced
0
High School
null
31.489741
Urban
Comprehensive
1
13
346
6
2021-08-21 15:21:39.261856
Good
No
Daily
Apartment
257
1,196,929
46
Male
52,456
Single
3
High School
Employed
17.240578
Urban
Basic
null
6
382
5
2020-05-20 15:21:39.173834
Average
Yes
Weekly
Apartment
728
1,196,930
33
Female
124,476
Divorced
3
PhD
null
23.796056
Rural
Comprehensive
1
15
462
5
2023-11-01 15:21:39.223901
Good
Yes
Monthly
Condo
2,355
1,196,931
38
Male
35,491
Single
1
PhD
Employed
22.811363
Rural
Basic
0
16
410
4
2024-04-15 15:21:39.092127
Poor
No
Monthly
Condo
1,442
1,196,932
42
Male
34,686
Divorced
1
PhD
Employed
null
Urban
Comprehensive
null
2
635
6
2020-03-26 15:21:39.199447
Good
No
Monthly
House
2,970
1,196,933
23
Female
null
Divorced
0
PhD
Employed
18.744235
Suburban
Basic
2
1
null
1
2024-07-09 15:21:39.199447
null
No
Monthly
Apartment
2,228
1,196,934
43
Female
3,851
Single
1
Master's
Self-Employed
26.723563
Rural
Basic
null
9
546
9
2021-07-12 15:21:39.122134
Poor
Yes
Weekly
House
2,059
1,196,935
23
Female
61,783
null
0
PhD
null
12.240857
Rural
Premium
2
13
807
8
2021-11-12 15:21:39.155231
null
No
Rarely
Condo
29
1,196,936
26
Female
1,311
Divorced
3
Master's
Unemployed
21.611578
Rural
Basic
1
17
347
1
2023-05-20 15:21:39.155231
Poor
Yes
Rarely
Condo
1,519
1,196,937
40
Female
20,683
Married
2
Master's
Employed
44.098269
Suburban
Basic
0
17
null
9
2023-01-07 15:21:39.223901
Good
No
Weekly
Apartment
899
1,196,938
47
Male
28,114
Single
0
Bachelor's
Employed
8.184569
Rural
Comprehensive
null
18
784
5
2020-11-18 15:21:39.246098
Average
No
Weekly
House
1,365
1,196,939
21
Male
121,031
Single
2
Bachelor's
Unemployed
16.947138
Suburban
Premium
1
13
689
9
2023-03-05 15:21:39.097737
Poor
Yes
Weekly
Condo
125
1,196,940
36
Male
18,095
Married
0
PhD
Employed
11.936964
Rural
Premium
1
11
552
4
2024-07-29 15:21:39.272456
Average
Yes
Daily
Apartment
1,032
1,196,941
37
Female
10,881
Married
4
High School
Self-Employed
8.823462
Rural
Comprehensive
1
14
null
2
2021-06-24 15:21:39.237118
Average
No
Rarely
Condo
538
1,196,942
38
Female
null
Married
4
Master's
Employed
16.840625
Suburban
Premium
1
9
809
3
2023-03-29 15:21:39.283783
Good
Yes
Weekly
House
132
1,196,943
49
Female
24,784
Married
3
Master's
null
19.093816
Rural
Comprehensive
0
15
439
6
2020-12-07 15:21:39.125660
Good
No
Weekly
House
714
1,196,944
54
Male
28,198
Single
null
High School
null
14.934226
Urban
Basic
null
12
631
5
2021-06-30 15:21:39.108562
Poor
Yes
Monthly
House
2,124
1,196,945
24
Female
35,236
Single
3
High School
Self-Employed
35.03073
Rural
Basic
2
11
681
3
2023-10-15 15:21:39.181605
Good
Yes
Daily
Condo
446
1,196,946
28
Female
135,942
Divorced
4
Master's
Unemployed
25.986803
Rural
Comprehensive
0
3
456
5
2021-10-24 15:21:39.115178
Poor
No
Daily
Condo
815
1,196,947
35
Female
596
null
1
Master's
null
5.516548
Rural
Comprehensive
1
11
749
9
2019-11-23 15:21:39.219432
Good
No
Rarely
Condo
1,240
1,196,948
21
Male
28,991
Single
1
Bachelor's
Self-Employed
38.547154
Suburban
Premium
0
11
648
8
2022-04-10 15:21:39.087123
Poor
No
Weekly
House
639
1,196,949
30
Male
4,788
Divorced
2
Master's
Self-Employed
22.991187
Urban
Basic
null
6
447
1
2024-01-13 15:21:39.259788
Poor
No
Weekly
Condo
625
1,196,950
29
Male
5,141
Single
0
PhD
Unemployed
42.838399
Rural
Premium
0
10
505
8
2019-12-30 15:21:39.123711
Good
No
Rarely
Condo
1,875
1,196,951
43
Female
6,531
Single
2
PhD
Employed
15.423916
Urban
Basic
null
16
686
5
2022-08-20 15:21:39.218388
Average
No
Monthly
Apartment
708
1,196,952
48
Male
15,107
Divorced
4
PhD
Employed
18.0815
Rural
Comprehensive
null
18
707
3
2020-03-20 15:21:39.168099
Poor
No
Rarely
Condo
1,066
1,196,953
35
Female
45,902
Married
3
PhD
Employed
21.484719
Suburban
Comprehensive
0
7
464
8
2019-10-17 15:21:39.120168
Average
Yes
Weekly
House
708
1,196,954
34
Female
14,085
Married
2
Bachelor's
Employed
11.828175
Suburban
Basic
1
16
573
3
2020-10-03 15:21:39.094752
Poor
No
Rarely
House
393
1,196,955
31
Female
15,641
Married
0
Bachelor's
Unemployed
null
Suburban
Premium
null
14
577
3
2023-02-01 15:21:39.102694
Average
No
Rarely
House
922
1,196,956
59
Female
5,905
Married
3
PhD
Unemployed
25.084708
Rural
Premium
null
9
716
6
2023-07-26 15:21:39.134960
Average
Yes
Rarely
House
574
1,196,957
63
Female
932
Married
0
Bachelor's
Employed
18.786983
Urban
Basic
2
4
419
5
2021-09-03 15:21:39.246098
Poor
Yes
Weekly
Apartment
433
1,196,958
24
Male
5,570
Divorced
4
High School
Unemployed
28.09523
Rural
Comprehensive
null
5
685
8
2021-09-20 15:21:39.155231
Poor
No
Rarely
Apartment
657
1,196,959
38
Female
40,298
Divorced
4
Master's
Self-Employed
27.239577
Urban
Basic
1
9
477
1
2019-10-17 15:21:39.110557
Average
No
Rarely
House
517
1,196,960
44
Female
1,692
Single
2
PhD
null
20.39138
Rural
Comprehensive
1
14
468
5
2021-03-28 15:21:39.279729
null
No
Weekly
House
526
1,196,961
48
Male
50,540
Divorced
2
PhD
Employed
48.945999
Suburban
Comprehensive
0
8
null
2
2021-03-02 15:21:39.206847
Average
No
Daily
Condo
189
1,196,962
28
Male
26,292
Divorced
2
PhD
Unemployed
7.056669
Suburban
Premium
null
13
586
3
2022-10-30 15:21:39.130190
Average
No
Monthly
Apartment
736
1,196,963
22
Female
47,207
Single
2
High School
Unemployed
13.674364
Urban
Premium
null
2
731
4
2021-11-29 15:21:39.098696
Poor
No
Daily
House
76
1,196,964
29
Male
56,988
Divorced
2
Master's
Self-Employed
26.633707
Urban
Comprehensive
2
8
445
6
2023-02-19 15:21:39.092127
Poor
No
Monthly
Apartment
2,288
1,196,965
63
Male
36,115
Single
4
PhD
Self-Employed
49.876205
Rural
Premium
0
7
696
7
2020-09-03 15:21:39.265513
Average
No
Rarely
Condo
617
1,196,966
44
Male
28,991
Married
1
PhD
null
7.928247
Suburban
Premium
1
6
554
4
2023-02-20 15:21:39.237118
Average
Yes
Monthly
Apartment
891
1,196,967
60
Female
20,360
Divorced
1
Bachelor's
Employed
40.676815
Rural
Basic
null
0
758
1
2023-03-15 15:21:39.268507
null
Yes
Daily
House
742
1,196,968
41
Female
71,568
Married
3
PhD
Unemployed
34.88954
Rural
Comprehensive
0
12
315
6
2020-09-12 15:21:39.096739
null
Yes
Weekly
House
2,155
1,196,969
44
Female
37,489
Single
1
Master's
Self-Employed
30.910056
Rural
Comprehensive
null
14
609
1
2024-05-15 15:21:39.252145
Good
Yes
Daily
Condo
234
1,196,970
28
Male
17,561
Married
null
High School
Unemployed
21.471464
Rural
Comprehensive
1
1
null
9
2020-09-04 15:21:39.155231
null
No
Monthly
House
756
1,196,971
30
Male
59,452
Divorced
2
High School
Employed
31.03967
Rural
Premium
0
7
459
4
2021-09-18 15:21:39.092127
Good
Yes
Rarely
House
278
1,196,972
58
Male
99,895
Married
3
PhD
null
16.154436
Rural
Comprehensive
2
4
770
4
2020-08-25 15:21:39.134960
null
Yes
Daily
House
963
1,196,973
48
Male
5,069
Single
1
High School
Unemployed
31.054553
Rural
Basic
1
1
662
3
2019-08-17 15:21:39.237118
Average
No
Weekly
House
2,058
1,196,974
49
Female
15,983
Married
0
Bachelor's
Employed
null
Suburban
Basic
2
14
624
8
2020-02-15 15:21:39.155231
Poor
Yes
Monthly
Condo
968
1,196,975
38
Male
7,811
Married
null
Bachelor's
Self-Employed
23.687438
Rural
Basic
1
18
518
8
2020-12-22 15:21:39.092127
Poor
Yes
Weekly
Apartment
3,610
1,196,976
38
Female
11,995
Married
2
Bachelor's
null
29.671638
Rural
Comprehensive
2
0
461
5
2023-12-15 15:21:39.202448
Good
No
Monthly
Apartment
995
1,196,977
41
Male
8,930
Divorced
4
High School
Unemployed
23.56676
Urban
Comprehensive
1
6
439
7
2023-10-20 15:21:39.248098
Average
Yes
Daily
Apartment
1,334
1,196,978
40
Male
4,091
Single
3
PhD
null
29.786801
Rural
Premium
0
6
806
5
2024-01-18 15:21:39.256696
Average
Yes
Rarely
House
2,630
1,196,979
61
Female
7,053
Married
4
Bachelor's
Unemployed
31.038176
Rural
Comprehensive
null
15
641
9
2022-11-12 15:21:39.224915
Good
Yes
Weekly
House
861
1,196,980
24
Male
50,833
Married
2
Bachelor's
Employed
40.611583
Rural
Basic
1
11
768
6
2023-01-09 15:21:39.155231
Good
No
Weekly
Apartment
389
1,196,981
36
Female
609
Married
1
PhD
Self-Employed
null
Rural
Comprehensive
1
2
552
1
2022-06-16 15:21:39.096739
Good
Yes
Monthly
Apartment
1,117
1,196,982
64
Female
22,600
Married
4
Bachelor's
null
6.928809
Rural
Basic
null
5
790
6
2022-06-22 15:21:39.134960
Average
No
Weekly
House
803
1,196,983
44
Female
61,783
Married
1
Master's
Employed
26.987549
Rural
Premium
0
18
456
5
2019-09-30 15:21:39.223901
Average
No
Daily
Condo
587
1,196,984
20
Female
17,557
Single
0
High School
Self-Employed
13.61851
Suburban
Basic
1
2
null
9
2022-04-10 15:21:39.144722
Average
No
Weekly
Condo
642
1,196,985
null
Male
28,249
Single
3
PhD
Self-Employed
6.943011
Urban
Comprehensive
0
1
810
2
2019-09-12 15:21:39.219432
Good
No
Daily
House
813
1,196,986
58
Male
3,173
Divorced
3
Bachelor's
Self-Employed
36.444959
Rural
Basic
0
17
324
1
2021-12-17 15:21:39.176717
Average
Yes
Rarely
Condo
684
1,196,987
22
Female
96,761
Married
1
Master's
Employed
null
Urban
Comprehensive
null
0
null
2
2020-10-27 15:21:39.151732
Poor
No
Monthly
House
130
1,196,988
61
Male
35,200
Divorced
0
High School
null
16.868885
Urban
Premium
0
9
635
5
2021-10-12 15:21:39.289099
null
Yes
Monthly
Apartment
530
1,196,989
47
Male
14,053
Married
3
Bachelor's
Unemployed
null
Rural
Comprehensive
0
16
841
8
2021-07-14 15:21:39.261856
Poor
No
Weekly
Apartment
626
1,196,990
64
Male
13,982
Divorced
0
Master's
Employed
10.818272
Suburban
Basic
1
17
708
8
2024-05-15 15:21:39.191219
Average
Yes
Monthly
Apartment
597
1,196,991
24
Female
43,414
Single
null
PhD
Unemployed
19.688736
Rural
Premium
1
12
488
9
2022-12-21 15:21:39.084065
Good
Yes
Daily
Condo
1,007
1,196,992
60
Female
15,585
null
2
Bachelor's
Unemployed
28.129322
Suburban
Comprehensive
3
0
705
3
2020-05-02 15:21:39.144722
Poor
Yes
Weekly
Condo
842
1,196,993
48
Female
45,948
Single
3
High School
null
17.957242
Urban
Comprehensive
0
8
759
4
2020-10-30 15:21:39.186212
Poor
No
Weekly
Apartment
972
1,196,994
18
Female
38,446
Divorced
3
High School
Unemployed
31.786723
Rural
Premium
2
19
489
6
2020-07-17 15:21:39.282785
Poor
No
Weekly
Apartment
468
1,196,995
21
Male
1,075
Married
4
PhD
Employed
null
Suburban
Premium
1
14
821
4
2020-11-28 15:21:39.187211
Good
Yes
Rarely
Condo
1,561
1,196,996
43
Female
null
Married
2
Bachelor's
null
20.817954
Suburban
Premium
null
17
469
8
2022-05-13 15:21:39.155231
Good
No
Monthly
Apartment
24
1,196,997
18
Male
8,908
Single
2
PhD
Employed
17.497025
Rural
Premium
null
13
355
7
2021-10-27 15:21:39.270454
Poor
No
Daily
Apartment
1,169
1,196,998
34
Female
18,194
Married
null
PhD
Employed
10.836986
Rural
Premium
null
3
408
9
2020-12-12 15:21:39.257696
Good
Yes
Weekly
Apartment
526
1,196,999
27
Male
15,982
Divorced
null
PhD
Self-Employed
44.772173
Rural
Basic
0
2
576
9
2022-05-19 15:21:39.237118
Good
Yes
Weekly
Apartment
537