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
1,193,900
57
Female
28,680
Divorced
2
Bachelor's
Unemployed
34.582778
Suburban
Comprehensive
0
19
431
3
2024-03-13 15:21:39.116179
Average
Yes
Rarely
Apartment
646
1,193,901
52
Male
18,096
Single
3
Bachelor's
null
3.873501
Suburban
Comprehensive
0
7
424
8
2021-03-19 15:21:39.152732
Average
Yes
Rarely
Apartment
1,839
1,193,902
22
Female
116,047
Single
3
Bachelor's
null
8.947929
Suburban
Basic
0
14
605
4
2021-08-22 15:21:39.221386
Good
Yes
Rarely
Condo
287
1,193,903
null
Female
36,015
Married
4
High School
null
30.581587
Rural
Comprehensive
null
12
498
9
2023-11-23 15:21:39.252145
Average
Yes
Weekly
Condo
1,422
1,193,904
29
Male
3,635
Divorced
null
Master's
Unemployed
42.188847
Rural
Comprehensive
null
11
446
7
2020-07-10 15:21:39.263607
Good
Yes
Daily
Apartment
1,189
1,193,905
18
Female
8,881
Single
1
Master's
Self-Employed
22.254765
Suburban
Basic
null
15
569
5
2022-09-29 15:21:39.134960
Average
No
Weekly
Apartment
722
1,193,906
18
Male
14,072
Married
3
Master's
Employed
16.148947
Rural
Comprehensive
null
14
765
9
2023-04-07 15:21:39.134960
Poor
Yes
Daily
House
1,358
1,193,907
25
Female
4,848
Single
2
PhD
Employed
21.598974
Rural
Comprehensive
null
13
774
3
2020-11-13 15:21:39.121169
Good
No
Rarely
Apartment
305
1,193,908
34
Male
18,053
Married
2
PhD
null
15.511549
Urban
Basic
null
10
827
7
2024-04-09 15:21:39.279729
Average
Yes
Weekly
Apartment
1,378
1,193,909
54
Female
141,244
Married
4
Bachelor's
Unemployed
51.506668
Suburban
Basic
null
11
344
8
2021-03-15 15:21:39.094752
Poor
Yes
Rarely
Condo
1,094
1,193,910
33
Male
93,881
Single
1
PhD
Self-Employed
32.125745
Urban
Comprehensive
1
6
693
1
2024-04-15 15:21:39.181605
Average
Yes
Daily
House
111
1,193,911
18
Female
36,370
Married
null
Bachelor's
Employed
18.292561
Urban
Comprehensive
2
15
544
9
2024-04-08 15:21:39.134960
Good
No
Rarely
House
1,071
1,193,912
36
Female
143,693
Divorced
0
Master's
Unemployed
47.694114
Rural
Comprehensive
null
9
589
9
2022-01-08 15:21:39.121169
Poor
Yes
Rarely
Condo
175
1,193,913
45
Male
20,978
Single
4
High School
Employed
23.630565
Suburban
Comprehensive
1
2
633
5
2024-06-21 15:21:39.116179
Average
Yes
Weekly
Condo
604
1,193,914
55
Male
22,594
Married
1
Bachelor's
null
19.351229
Suburban
Premium
0
7
600
2
2023-03-15 15:21:39.226954
Good
No
Monthly
Apartment
461
1,193,915
52
Female
5,830
Married
0
Bachelor's
Employed
14.151018
Rural
Premium
0
15
766
4
2023-06-10 15:21:39.249100
Good
Yes
Monthly
Apartment
333
1,193,916
33
Female
44,617
Divorced
1
High School
Employed
30.165539
Rural
Premium
0
1
356
5
2024-08-11 15:21:39.274993
Average
Yes
Daily
Condo
1,101
1,193,917
45
Male
null
Single
2
High School
null
21.756909
Suburban
Comprehensive
0
10
562
8
2020-08-06 15:21:39.105504
null
Yes
Weekly
Condo
382
1,193,918
44
Male
30,312
Married
2
PhD
Self-Employed
44.689617
Urban
Basic
1
9
null
5
2022-01-28 15:21:39.206847
Average
Yes
Daily
Apartment
27
1,193,919
49
Female
43,481
Divorced
3
High School
null
43.23877
Urban
Basic
2
16
349
8
2021-10-12 15:21:39.121169
Poor
No
Daily
Condo
686
1,193,920
58
Male
27,257
Single
3
Master's
Unemployed
33.412727
Rural
Basic
null
5
null
7
2022-06-04 15:21:39.220389
Average
No
Weekly
Apartment
942
1,193,921
21
Female
27,641
Single
3
PhD
null
29.936153
Rural
Basic
0
19
584
1
2024-05-24 15:21:39.170099
Poor
Yes
Daily
House
790
1,193,922
26
Male
5,820
Married
null
Bachelor's
Unemployed
16.484525
Urban
Premium
null
4
590
5
2024-06-29 15:21:39.282785
Poor
Yes
Weekly
Apartment
1,776
1,193,923
64
Female
10,377
Divorced
3
Bachelor's
Unemployed
4.936122
Suburban
Basic
null
9
580
5
2023-05-26 15:21:39.108562
Average
Yes
Weekly
Apartment
1,848
1,193,924
56
Female
1,417
Single
2
PhD
null
14.246516
Urban
Premium
2
0
477
4
2022-07-02 15:21:39.176717
Poor
No
Daily
Condo
479
1,193,925
22
Female
38,589
Single
4
High School
Self-Employed
27.717227
Rural
Comprehensive
1
8
827
2
2021-07-14 15:21:39.121169
null
Yes
Monthly
House
1,147
1,193,926
58
Male
33,191
Married
1
Master's
Employed
null
Urban
Premium
0
14
453
2
2020-04-07 15:21:39.267454
Poor
No
Daily
Condo
1,706
1,193,927
28
Female
90,558
Married
2
PhD
Unemployed
15.77982
Suburban
Comprehensive
2
19
346
9
2020-09-15 15:21:39.134960
Good
No
Weekly
Apartment
2,874
1,193,928
29
Female
38,786
Divorced
4
PhD
Unemployed
9.958161
Urban
Basic
0
14
727
2
2022-11-06 15:21:39.285112
Good
Yes
Weekly
Condo
1,348
1,193,929
42
Female
null
Married
4
Bachelor's
Self-Employed
22.09717
Urban
Basic
2
10
761
7
2023-02-28 15:21:39.290098
null
Yes
Daily
Apartment
2,196
1,193,930
52
Female
29,006
Married
2
PhD
Unemployed
26.989835
Rural
Basic
null
19
725
7
2020-03-05 15:21:39.134960
Average
No
Weekly
Apartment
3,121
1,193,931
51
Male
26,668
Single
2
High School
null
23.564152
Urban
Premium
2
4
764
2
2024-04-02 15:21:39.226954
Good
No
Daily
Condo
1,217
1,193,932
23
Female
66,848
Married
4
High School
Employed
35.711358
Urban
Comprehensive
1
7
369
2
2021-01-17 15:21:39.155231
Average
Yes
Weekly
Condo
883
1,193,933
57
Male
1,721
Married
0
Bachelor's
null
14.893622
Rural
Premium
0
19
null
4
2019-10-22 15:21:39.285112
Average
No
Monthly
House
45
1,193,934
33
Male
35,340
Divorced
1
PhD
null
29.361943
Urban
Basic
0
16
833
7
2020-07-20 15:21:39.179186
Average
No
Monthly
House
1,625
1,193,935
44
Female
40,552
Married
1
PhD
Self-Employed
20.270012
Urban
Comprehensive
0
1
646
4
2020-04-05 15:21:39.192212
Poor
Yes
Daily
Condo
638
1,193,936
58
Female
6,831
Divorced
3
Master's
Unemployed
21.281714
Rural
Basic
1
14
null
5
2021-10-04 15:21:39.134960
Poor
Yes
Weekly
Condo
1,485
1,193,937
35
Female
18,560
Single
4
PhD
Self-Employed
17.868842
Rural
Premium
1
12
636
1
2022-11-11 15:21:39.201446
null
Yes
Weekly
Apartment
1,209
1,193,938
22
Male
71,204
Single
4
PhD
Self-Employed
22.01162
Suburban
Comprehensive
1
2
527
1
2021-10-25 15:21:39.188220
Good
Yes
Rarely
House
262
1,193,939
null
Female
48,611
Single
3
High School
Unemployed
null
Suburban
Premium
null
19
486
9
2021-12-29 15:21:39.134960
Average
No
Weekly
House
1,180
1,193,940
30
Female
96,838
Divorced
2
High School
null
null
Urban
Basic
1
14
391
6
2024-08-07 15:21:39.255696
Good
Yes
Monthly
Apartment
3,858
1,193,941
36
Male
19,694
Single
1
Master's
Self-Employed
15.722397
Rural
Comprehensive
0
2
738
3
2021-04-26 15:21:39.080440
Average
Yes
Rarely
Condo
2,637
1,193,942
47
Female
null
Married
2
High School
Unemployed
28.829131
Urban
Comprehensive
null
3
378
3
2021-04-28 15:21:39.272456
Good
No
Rarely
Condo
2,968
1,193,943
63
Male
31,079
Single
3
PhD
null
22.979494
Rural
Comprehensive
null
11
678
6
2022-02-19 15:21:39.207847
Poor
No
Daily
Apartment
1,222
1,193,944
55
Male
3,634
Divorced
2
High School
Self-Employed
31.076382
Suburban
Comprehensive
0
8
507
9
2019-09-13 15:21:39.123711
Poor
No
Weekly
Apartment
996
1,193,945
29
Male
36,373
Divorced
4
PhD
Employed
25.919449
Rural
Comprehensive
1
12
554
5
2024-03-17 15:21:39.092127
Poor
No
Rarely
Apartment
469
1,193,946
45
Male
33,103
Divorced
3
High School
Employed
18.367464
Suburban
Basic
null
12
578
1
2022-07-17 15:21:39.237118
Average
Yes
Rarely
House
1,731
1,193,947
41
Male
27,002
Divorced
null
Bachelor's
Employed
6.891664
Suburban
Premium
null
10
706
2
2021-07-23 15:21:39.172097
Average
Yes
Daily
Condo
1,681
1,193,948
63
Female
59,832
Divorced
3
Master's
Unemployed
27.527491
Urban
Basic
2
2
831
1
2023-06-21 15:21:39.255696
Poor
Yes
Weekly
House
81
1,193,949
59
Male
18,095
Married
2
Master's
Self-Employed
25.716401
Suburban
Premium
0
10
765
4
2021-05-13 15:21:39.237118
Good
No
Daily
House
439
1,193,950
51
Female
71,418
Single
2
PhD
Self-Employed
50.096499
Urban
Comprehensive
null
11
673
3
2024-04-26 15:21:39.237118
Average
No
Rarely
Apartment
2,413
1,193,951
36
Male
1,523
Single
1
Bachelor's
Self-Employed
14.176717
Rural
Comprehensive
2
7
671
6
2022-10-16 15:21:39.155231
Good
No
Rarely
House
1,264
1,193,952
54
Female
14,053
Married
1
Bachelor's
Self-Employed
35.914498
Rural
Premium
null
15
434
9
2023-11-22 15:21:39.289099
Poor
No
Rarely
House
469
1,193,953
34
Female
1,417
Married
3
PhD
Employed
null
Urban
Premium
1
6
735
8
2022-04-06 15:21:39.226954
Average
No
Weekly
Apartment
513
1,193,954
48
Female
64,611
Divorced
2
Master's
Unemployed
42.255048
Urban
Premium
1
11
348
8
2019-10-14 15:21:39.187211
Average
No
Weekly
Apartment
1,362
1,193,955
57
Male
135,785
Married
4
Bachelor's
null
11.245856
Urban
Comprehensive
null
16
461
7
2022-04-08 15:21:39.226954
Average
Yes
Weekly
Condo
2,031
1,193,956
27
Female
665
Single
0
Bachelor's
null
52.149896
Rural
Comprehensive
null
6
818
7
2021-08-24 15:21:39.237118
Good
Yes
Daily
Condo
1,224
1,193,957
48
Male
9,093
Divorced
4
Bachelor's
null
null
Suburban
Comprehensive
1
10
653
2
2024-05-28 15:21:39.244069
Good
No
Rarely
Condo
1,057
1,193,958
21
Female
30,984
Married
1
PhD
null
null
Suburban
Basic
0
11
758
8
2022-05-13 15:21:39.133866
Good
No
Weekly
House
566
1,193,959
24
Male
25,164
Single
1
Bachelor's
Self-Employed
28.423438
Suburban
Comprehensive
1
18
368
7
2020-04-15 15:21:39.143708
Poor
No
Rarely
House
2,060
1,193,960
32
Male
8,859
Divorced
2
Master's
Unemployed
41.939512
Urban
Comprehensive
1
9
596
4
2020-07-27 15:21:39.228521
Poor
No
Monthly
House
182
1,193,961
24
Male
18,641
Single
null
High School
Self-Employed
7.352878
Suburban
Basic
1
16
847
3
2020-02-26 15:21:39.100695
Average
No
Monthly
House
489
1,193,962
56
Male
37,485
Single
2
High School
Employed
29.058329
Suburban
Premium
null
18
311
8
2021-01-10 15:21:39.134960
Average
Yes
Weekly
Condo
1,152
1,193,963
57
Female
57,845
Single
0
High School
null
44.955414
Urban
Basic
0
15
455
7
2020-10-05 15:21:39.155231
Average
No
Daily
Condo
779
1,193,964
43
Female
19,007
Married
4
PhD
null
30.859169
Suburban
Comprehensive
2
15
718
2
2023-04-11 15:21:39.265513
Poor
Yes
Daily
Condo
1,900
1,193,965
43
Male
27,442
Divorced
3
Master's
Unemployed
15.749088
Rural
Premium
0
18
528
6
2021-04-27 15:21:39.244069
Poor
Yes
Monthly
Apartment
589
1,193,966
56
Female
5,515
Married
0
Bachelor's
Unemployed
51.868849
Urban
Basic
3
8
639
8
2022-05-29 15:21:39.146733
Average
Yes
Monthly
House
728
1,193,967
54
Female
71,788
Divorced
null
Master's
Unemployed
null
Urban
Comprehensive
1
7
631
4
2020-12-15 15:21:39.208842
Good
Yes
Daily
Condo
39
1,193,968
47
Female
null
Married
1
Bachelor's
Employed
51.933808
Urban
Comprehensive
null
18
479
2
2020-12-16 15:21:39.102694
Average
Yes
Daily
Apartment
154
1,193,969
62
Female
33,763
Divorced
0
High School
Employed
50.622615
Suburban
Premium
0
19
324
2
2024-07-15 15:21:39.237118
Good
Yes
Daily
House
1,430
1,193,970
null
Female
6,935
Divorced
1
Master's
null
13.769764
Suburban
Comprehensive
1
7
359
3
2022-04-05 15:21:39.128286
Poor
Yes
Rarely
Condo
1,251
1,193,971
52
Female
null
Divorced
null
Bachelor's
null
23.092934
Urban
Premium
0
18
749
2
2021-06-24 15:21:39.190215
Average
Yes
Weekly
House
240
1,193,972
58
Female
55,893
Single
0
Master's
Unemployed
22.684919
Rural
Basic
null
15
null
8
2022-11-05 15:21:39.111551
null
No
Weekly
Condo
1,839
1,193,973
46
Male
6,965
Single
0
High School
null
36.803058
Rural
Basic
0
9
null
3
2023-08-30 15:21:39.192212
Average
Yes
Weekly
House
1,160
1,193,974
32
Male
71,176
Married
4
Bachelor's
null
51.633769
Urban
Comprehensive
2
0
529
2
2022-11-03 15:21:39.196387
Poor
Yes
Weekly
Apartment
1,447
1,193,975
46
Male
4,257
Married
0
Master's
Self-Employed
42.162748
Urban
Comprehensive
0
1
475
9
2022-04-29 15:21:39.237118
Average
Yes
Daily
Apartment
119
1,193,976
38
Male
17,962
Married
3
Bachelor's
Self-Employed
31.121101
Rural
Comprehensive
0
16
634
5
2024-03-27 15:21:39.155231
Good
Yes
Monthly
House
662
1,193,977
49
Male
20,881
Single
4
PhD
Self-Employed
16.647023
Rural
Basic
null
16
705
4
2021-04-21 15:21:39.099739
Average
Yes
Monthly
House
45
1,193,978
52
Female
13,024
Divorced
4
Bachelor's
null
38.486904
Urban
Comprehensive
0
7
555
7
2019-10-27 15:21:39.228521
Good
Yes
Weekly
Apartment
857
1,193,979
42
Male
44,922
Divorced
2
Master's
Employed
15.092848
Suburban
Basic
1
4
613
3
2023-03-29 15:21:39.143708
Poor
No
Rarely
Apartment
961
1,193,980
54
Male
123,421
Divorced
2
High School
Unemployed
23.486782
Urban
Premium
null
5
401
4
2020-10-06 15:21:39.155231
Poor
No
Rarely
House
749
1,193,981
64
Male
759
Single
4
Master's
Employed
34.419814
Suburban
Comprehensive
2
5
757
4
2020-02-18 15:21:39.267454
Poor
No
Weekly
House
581
1,193,982
53
Male
24,591
Married
2
PhD
Employed
29.095195
Urban
Comprehensive
3
18
783
8
2024-06-23 15:21:39.120168
Poor
No
Rarely
House
438
1,193,983
52
Female
105,934
Single
2
Master's
Self-Employed
8.829098
Rural
Basic
2
6
401
3
2019-12-08 15:21:39.092127
Poor
No
Monthly
Apartment
1,654
1,193,984
47
Male
72,532
Single
2
High School
Self-Employed
44.331138
Suburban
Premium
1
15
310
7
2021-04-12 15:21:39.237118
Average
No
Daily
Apartment
955
1,193,985
55
Male
null
Single
null
Bachelor's
Unemployed
19.716839
Rural
Basic
null
15
328
1
2022-08-14 15:21:39.184157
Average
Yes
Daily
House
1,174
1,193,986
42
Female
18,209
Single
1
Master's
Unemployed
26.71077
Rural
Premium
0
1
321
4
2020-04-21 15:21:39.289099
Good
No
Rarely
Apartment
507
1,193,987
38
Female
3,858
Divorced
0
High School
Unemployed
null
Rural
Comprehensive
2
1
836
5
2020-09-08 15:21:39.134960
Good
No
Daily
Apartment
1,365
1,193,988
58
Female
482
Divorced
2
High School
Unemployed
44.175044
Suburban
Premium
1
5
402
7
2020-09-15 15:21:39.211806
Poor
No
Weekly
House
834
1,193,989
28
Male
1,526
Divorced
2
Bachelor's
Unemployed
39.838281
Suburban
Comprehensive
0
10
597
9
2023-04-24 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,580
1,193,990
57
Male
2,492
Single
2
PhD
Employed
21.382956
Suburban
Premium
0
10
null
1
2021-01-26 15:21:39.272456
Average
Yes
Rarely
Apartment
2,657
1,193,991
41
Female
80,183
Divorced
3
High School
null
29.68108
Urban
Premium
0
7
402
1
2021-09-11 15:21:39.273973
Average
No
Rarely
Condo
562
1,193,992
40
Female
14,254
Divorced
null
Bachelor's
null
24.203327
Suburban
Basic
1
6
null
2
2022-05-07 15:21:39.155231
Average
No
Daily
House
461
1,193,993
19
Male
24,504
Divorced
2
Master's
Self-Employed
9.099228
Urban
Basic
0
12
621
8
2021-12-05 15:21:39.245086
Poor
Yes
Weekly
House
744
1,193,994
49
Male
2,735
Divorced
null
Master's
Self-Employed
null
Suburban
Comprehensive
null
15
559
9
2021-02-21 15:21:39.222387
Poor
Yes
Rarely
Condo
562
1,193,995
45
Female
null
Married
4
Bachelor's
Employed
18.005546
Suburban
Basic
1
14
767
1
2023-07-15 15:21:39.144722
Average
No
Rarely
House
115
1,193,996
21
Female
14,961
Married
2
Bachelor's
null
38.013596
Urban
Premium
null
19
813
1
2024-02-27 15:21:39.272456
Good
No
Monthly
Condo
1,707
1,193,997
50
Female
3,851
Married
2
PhD
Unemployed
35.642968
Rural
Comprehensive
1
1
364
1
2019-10-29 15:21:39.174719
Good
No
Weekly
Apartment
1,145
1,193,998
61
Male
17,095
Single
1
PhD
null
17.926607
Rural
Premium
null
10
713
8
2021-02-05 15:21:39.134960
Good
Yes
Daily
Apartment
541
1,193,999
63
Male
934
Divorced
3
High School
Self-Employed
5.428925
Urban
Basic
1
12
466
9
2023-10-28 15:21:39.092127
Good
Yes
Monthly
House
515