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
1,188,900
28
Female
29,061
Married
null
PhD
Unemployed
27.737765
Rural
Premium
0
3
695
5
2022-02-10 15:21:39.254678
Good
No
Weekly
House
439
1,188,901
43
Female
16,054
Single
1
Bachelor's
Self-Employed
30.351737
Urban
Comprehensive
0
12
672
6
2023-08-26 15:21:39.166062
Good
No
Monthly
House
2,563
1,188,902
21
Female
8,051
Married
0
PhD
Employed
36.566003
Suburban
Premium
1
11
705
1
2022-12-22 15:21:39.125660
Good
No
Monthly
House
441
1,188,903
33
Female
9,069
Divorced
4
Master's
Unemployed
33.694671
Urban
Premium
0
17
664
8
2023-04-24 15:21:39.264504
Poor
Yes
Rarely
Condo
686
1,188,904
55
Female
99,989
Single
3
PhD
null
40.586717
Suburban
Basic
1
7
341
4
2023-08-22 15:21:39.215386
Good
Yes
Rarely
Condo
2,905
1,188,905
51
Male
114,468
Single
4
PhD
Unemployed
7.920128
Urban
Comprehensive
null
9
639
5
2024-05-08 15:21:39.189223
Average
No
Daily
Condo
102
1,188,906
58
Male
20,983
Divorced
2
PhD
Employed
43.879434
Urban
Comprehensive
2
16
null
3
2022-01-08 15:21:39.174719
Average
Yes
Monthly
Condo
993
1,188,907
37
Female
8,058
Divorced
2
PhD
Unemployed
29.382916
Urban
Premium
0
3
748
4
2024-06-11 15:21:39.237118
Good
Yes
Weekly
House
627
1,188,908
23
Female
22,756
Divorced
1
Master's
null
11.01812
Rural
Comprehensive
null
7
394
5
2023-09-23 15:21:39.152732
Poor
Yes
Daily
Condo
1,534
1,188,909
34
Female
6,769
Single
3
Master's
Unemployed
22.955393
Urban
Comprehensive
null
14
null
2
2020-09-06 15:21:39.098696
Average
Yes
Monthly
Apartment
1,191
1,188,910
25
Female
6,093
Single
0
High School
null
31.383172
Rural
Premium
1
17
null
4
2024-03-24 15:21:39.134960
Good
Yes
Daily
Apartment
1,369
1,188,911
52
Male
65,948
Married
4
Bachelor's
null
36.926897
Urban
Comprehensive
null
6
839
6
2022-03-08 15:21:39.244069
Poor
No
Monthly
Apartment
138
1,188,912
33
Female
46,303
Single
1
PhD
Unemployed
47.088885
Suburban
Basic
3
8
841
7
2021-04-01 15:21:39.226954
Poor
No
Monthly
Condo
963
1,188,913
55
Female
48
Divorced
0
Bachelor's
Self-Employed
25.147501
Suburban
Premium
1
7
462
2
2022-10-07 15:21:39.087123
Average
Yes
Daily
Apartment
39
1,188,914
30
Male
6,935
Married
3
Master's
Employed
19.919503
Rural
Basic
1
18
720
6
2022-10-28 15:21:39.098696
Good
Yes
Monthly
House
627
1,188,915
52
Female
8,069
Divorced
4
Bachelor's
Unemployed
36.755544
Urban
Basic
2
18
767
8
2020-03-04 15:21:39.149731
Good
No
Rarely
Condo
1,444
1,188,916
58
Male
38,284
Married
4
High School
Self-Employed
11.41002
Urban
Basic
null
9
614
1
2019-10-31 15:21:39.154008
Good
Yes
Weekly
House
586
1,188,917
50
Female
27,241
Married
4
High School
Self-Employed
null
Urban
Basic
1
18
376
8
2021-05-12 15:21:39.254678
Good
No
Weekly
Condo
686
1,188,918
24
Male
29,006
Single
4
PhD
Unemployed
11.191129
Urban
Premium
1
18
801
4
2022-04-23 15:21:39.085129
Good
No
Monthly
Apartment
1,104
1,188,919
59
Female
null
Single
4
Bachelor's
null
14.794383
Urban
Premium
3
15
null
9
2024-02-13 15:21:39.264504
Good
Yes
Weekly
House
2,482
1,188,920
20
Female
67,436
Single
0
PhD
Unemployed
31.08209
Rural
Comprehensive
null
18
403
1
2023-11-13 15:21:39.147735
Poor
Yes
Weekly
House
1,012
1,188,921
26
Male
64,255
Single
3
Bachelor's
Self-Employed
18.895115
Suburban
Comprehensive
1
1
310
1
2020-01-25 15:21:39.237118
Poor
No
Monthly
House
150
1,188,922
48
Male
16,649
Single
0
Bachelor's
Unemployed
7.802622
Rural
Comprehensive
1
0
715
6
2022-11-06 15:21:39.155231
Good
No
Rarely
Condo
712
1,188,923
31
Male
123,192
Single
4
PhD
Unemployed
29.922126
Suburban
Comprehensive
0
18
null
1
2021-02-03 15:21:39.266452
Poor
Yes
Weekly
Condo
123
1,188,924
33
Male
12,881
Single
3
High School
Self-Employed
12.082689
Urban
Basic
1
0
453
5
2023-08-03 15:21:39.133866
Average
Yes
Rarely
House
860
1,188,925
64
Female
3,577
Single
0
Master's
null
20.191599
Rural
Premium
0
12
571
5
2023-04-14 15:21:39.163910
Average
No
Monthly
Condo
49
1,188,926
26
Male
84,513
Divorced
2
Bachelor's
Self-Employed
31.914932
Urban
Comprehensive
null
5
797
4
2023-02-27 15:21:39.146733
Average
No
Weekly
Condo
267
1,188,927
24
Male
31,185
Single
4
Bachelor's
Employed
35.683789
Urban
Comprehensive
0
3
null
3
2022-10-30 15:21:39.211806
Poor
No
Monthly
House
623
1,188,928
44
Female
27,982
Married
2
High School
Unemployed
21.880162
Suburban
Comprehensive
1
12
812
7
2021-09-22 15:21:39.192212
Average
No
Rarely
Apartment
1,269
1,188,929
22
Male
2,596
Single
2
Master's
Unemployed
28.869031
Rural
Comprehensive
null
3
544
6
2023-10-10 15:21:39.092127
Poor
No
Rarely
Apartment
2,048
1,188,930
39
Female
39,766
Divorced
0
PhD
Unemployed
15.742807
Rural
Basic
0
19
665
2
2021-08-14 15:21:39.207847
Poor
Yes
Monthly
House
933
1,188,931
59
Female
11,794
Married
3
PhD
Employed
19.839723
Rural
Comprehensive
0
19
781
9
2020-08-16 15:21:39.208842
Poor
No
Daily
Apartment
652
1,188,932
47
Male
20,962
Single
1
Master's
Employed
24.844492
Rural
Premium
null
9
722
1
2020-06-04 15:21:39.251142
Good
Yes
Monthly
Condo
1,078
1,188,933
64
Male
4,892
Divorced
2
High School
Unemployed
23.517418
Suburban
Basic
null
7
474
8
2020-12-26 15:21:39.089116
Good
No
Monthly
Apartment
930
1,188,934
39
Female
93,103
Single
3
High School
null
15.081542
Rural
Basic
1
8
402
7
2022-03-02 15:21:39.146733
Average
Yes
Weekly
House
93
1,188,935
50
Male
11,829
Divorced
3
PhD
Self-Employed
18.796895
Suburban
Premium
0
6
null
3
2020-04-08 15:21:39.250151
Average
Yes
Monthly
Condo
205
1,188,936
58
Male
5,157
Married
3
PhD
Employed
30.867227
Urban
Comprehensive
0
15
560
5
2019-11-03 15:21:39.243823
Good
No
Daily
House
1,791
1,188,937
23
Male
43,977
Married
1
Bachelor's
Unemployed
18.726734
Rural
Premium
0
5
815
9
2021-08-27 15:21:39.237118
Average
Yes
Weekly
House
26
1,188,938
47
Female
41,510
Married
3
PhD
Employed
13.099172
Suburban
Basic
2
13
670
9
2022-06-26 15:21:39.155231
Poor
No
Weekly
Apartment
65
1,188,939
24
Male
13,329
Married
3
Master's
Self-Employed
40.589866
Urban
Basic
0
8
677
6
2019-11-23 15:21:39.282785
Good
No
Daily
Condo
719
1,188,940
56
Female
24,498
Single
1
PhD
null
33.926606
Suburban
Premium
0
6
686
4
2022-06-26 15:21:39.134960
Poor
Yes
Weekly
Apartment
262
1,188,941
45
Male
34,405
Single
1
Bachelor's
Employed
30.263829
Suburban
Comprehensive
1
17
572
6
2022-04-22 15:21:39.147735
Good
No
Monthly
Condo
1,420
1,188,942
55
Male
14,056
Single
2
PhD
Self-Employed
19.556965
Urban
Comprehensive
1
19
847
7
2020-03-02 15:21:39.253660
Good
Yes
Weekly
House
2,907
1,188,943
59
Female
21,896
Divorced
1
Bachelor's
Unemployed
42.955754
Rural
Comprehensive
0
8
null
1
2022-02-21 15:21:39.204790
Average
Yes
Weekly
Apartment
235
1,188,944
43
Female
43,664
Divorced
2
PhD
Self-Employed
13.933294
Urban
Comprehensive
0
18
377
3
2023-06-14 15:21:39.146733
Average
No
Monthly
Condo
1,275
1,188,945
55
Male
107,760
Married
1
PhD
Employed
33.834657
Urban
Premium
1
10
372
6
2024-02-17 15:21:39.155231
Poor
Yes
Weekly
House
734
1,188,946
null
Male
1,540
Divorced
0
High School
Employed
26.152048
Rural
Basic
1
3
481
1
2024-07-03 15:21:39.125660
Average
Yes
Weekly
Condo
1,025
1,188,947
49
Female
39,042
Single
4
High School
null
38.092879
Suburban
Premium
0
13
776
8
2023-07-19 15:21:39.279729
Good
Yes
Monthly
Condo
930
1,188,948
19
Female
1,610
Married
0
PhD
null
21.849355
Urban
Basic
3
2
757
8
2024-02-26 15:21:39.100695
Average
No
Weekly
House
651
1,188,949
20
Male
82,709
Single
4
PhD
Unemployed
21.685314
Suburban
Comprehensive
null
1
401
3
2020-06-15 15:21:39.134960
Good
No
Rarely
Apartment
1,181
1,188,950
22
Female
22,549
Married
3
PhD
null
32.232066
Rural
Comprehensive
1
4
515
9
2021-02-02 15:21:39.154008
Average
No
Daily
Condo
2,180
1,188,951
55
Male
45,904
Single
4
Bachelor's
Unemployed
30.451237
Rural
Premium
1
3
796
5
2023-03-12 15:21:39.098696
null
No
Monthly
Apartment
472
1,188,952
55
Female
2,447
Married
3
PhD
Unemployed
null
Suburban
Basic
0
17
729
6
2021-05-03 15:21:39.108562
null
No
Rarely
House
757
1,188,953
52
Male
28,666
Married
4
Bachelor's
Unemployed
51.281248
Suburban
Basic
0
6
null
9
2020-09-08 15:21:39.166062
Good
No
Weekly
Condo
1,752
1,188,954
36
Male
53,861
Single
2
Master's
Self-Employed
28.63376
Urban
Premium
null
15
338
2
2020-02-10 15:21:39.191219
Average
Yes
Daily
Apartment
1,221
1,188,955
27
Female
43,509
Single
2
PhD
null
44.407785
Urban
Premium
null
7
666
4
2020-05-23 15:21:39.088124
Average
Yes
Weekly
House
358
1,188,956
25
Female
36,255
Married
3
High School
null
38.776983
Suburban
Premium
2
6
582
7
2024-03-25 15:21:39.249100
Good
No
Daily
Apartment
710
1,188,957
34
Male
1,162
Single
2
High School
Unemployed
51.305311
Suburban
Comprehensive
null
11
null
2
2020-09-13 15:21:39.134960
Average
No
Rarely
Apartment
1,739
1,188,958
38
Female
26,646
Married
0
Master's
null
32.341805
Rural
Comprehensive
2
14
720
1
2022-05-20 15:21:39.208842
Good
Yes
Weekly
Condo
827
1,188,959
50
Female
5,865
Single
3
Bachelor's
Unemployed
34.09807
Urban
Premium
null
8
493
7
2020-01-29 15:21:39.155231
Average
No
Weekly
House
1,319
1,188,960
38
Male
45,388
Divorced
3
High School
Employed
13.828966
Urban
Comprehensive
null
6
428
2
2023-10-18 15:21:39.126661
Poor
Yes
Weekly
Apartment
1,094
1,188,961
null
Female
16,888
Single
4
Master's
Employed
32.723353
Urban
Premium
0
17
591
2
2024-02-28 15:21:39.191219
Average
No
Daily
Apartment
394
1,188,962
42
Male
26,943
Married
0
High School
Unemployed
12.634959
Rural
Comprehensive
null
7
342
7
2021-10-04 15:21:39.222387
Average
No
Weekly
Condo
809
1,188,963
57
Male
7,977
Divorced
4
Bachelor's
null
22.168928
Urban
Premium
0
13
714
9
2023-09-18 15:21:39.172097
Average
Yes
Monthly
Apartment
830
1,188,964
47
Female
65,396
Divorced
0
Bachelor's
Employed
17.013551
Urban
Basic
2
11
null
4
2021-06-12 15:21:39.126661
Good
Yes
Rarely
House
268
1,188,965
57
Male
16,881
Married
3
PhD
null
24.890343
Urban
Premium
1
18
609
5
2021-02-05 15:21:39.181605
Poor
Yes
Daily
House
664
1,188,966
36
Female
45,971
Married
0
Bachelor's
Employed
15.127967
Urban
Basic
null
19
801
7
2021-07-10 15:21:39.194829
Poor
No
Weekly
House
491
1,188,967
56
Male
17,406
Single
2
High School
Unemployed
29.89186
Rural
Premium
null
4
833
9
2024-05-02 15:21:39.188220
Average
Yes
Weekly
House
1,916
1,188,968
58
Female
16,934
Single
4
High School
Employed
30.955884
Urban
Premium
1
2
534
2
2021-01-09 15:21:39.155231
Average
No
Monthly
Condo
307
1,188,969
59
Male
39,341
Single
3
Bachelor's
Self-Employed
38.983518
Suburban
Basic
null
7
427
8
2022-03-11 15:21:39.120168
Average
No
Monthly
Apartment
1,150
1,188,970
58
Male
25,193
Divorced
3
High School
null
20.939875
Urban
Premium
0
1
684
5
2022-03-22 15:21:39.172097
Good
Yes
Weekly
House
1,284
1,188,971
59
Male
1,016
Married
4
High School
null
37.239831
Urban
Premium
1
6
353
4
2021-08-22 15:21:39.201446
null
Yes
Daily
Apartment
1,471
1,188,972
20
Female
25,392
Married
null
PhD
null
19.417438
Urban
Basic
1
12
547
8
2023-05-19 15:21:39.287115
Poor
Yes
Monthly
House
1,766
1,188,973
26
Male
36,115
Single
1
Master's
Unemployed
28.472411
Urban
Basic
1
19
326
1
2024-07-17 15:21:39.219432
Good
Yes
Monthly
House
749
1,188,974
59
Male
52,833
Divorced
4
PhD
Unemployed
43.694453
Urban
Premium
0
9
532
8
2021-04-15 15:21:39.288099
Poor
No
Rarely
Condo
298
1,188,975
42
Male
8,071
Single
1
Master's
Employed
21.052558
Suburban
Premium
0
5
705
1
2019-12-23 15:21:39.261856
Poor
Yes
Daily
Apartment
2,248
1,188,976
52
Female
46,078
Divorced
4
Master's
Employed
23.636186
Urban
Comprehensive
1
14
567
1
2020-11-06 15:21:39.170099
Poor
Yes
Daily
House
34
1,188,977
36
Male
23,648
Married
0
PhD
null
23.822263
Urban
Premium
null
10
671
2
2022-02-14 15:21:39.225916
Poor
No
Rarely
House
1,269
1,188,978
60
Female
96,676
Single
3
PhD
null
null
Urban
Comprehensive
3
7
468
8
2021-07-06 15:21:39.202448
Good
No
Rarely
Apartment
495
1,188,979
60
Male
71,777
Single
1
PhD
Self-Employed
null
Suburban
Comprehensive
0
4
581
5
2024-06-17 15:21:39.086123
Average
No
Weekly
Apartment
2,264
1,188,980
46
Male
null
Divorced
0
PhD
Self-Employed
12.61802
Suburban
Comprehensive
2
14
549
2
2024-04-06 15:21:39.100695
Average
No
Weekly
House
1,983
1,188,981
23
Female
46,015
Divorced
1
Master's
Employed
28.606773
Urban
Premium
3
14
502
5
2023-04-16 15:21:39.119168
Good
No
Rarely
Condo
334
1,188,982
60
Male
54,152
Married
1
High School
Self-Employed
17.967967
Rural
Premium
null
1
422
5
2022-06-19 15:21:39.152732
Average
Yes
Weekly
House
200
1,188,983
24
Male
92,266
Divorced
3
High School
Self-Employed
35.652823
Rural
Premium
1
11
616
9
2023-07-25 15:21:39.172097
Average
No
Monthly
Condo
397
1,188,984
50
Female
11,986
Married
0
Master's
Self-Employed
20.123844
Urban
Basic
3
15
null
4
2024-06-04 15:21:39.123711
Poor
Yes
Weekly
House
587
1,188,985
26
Male
28,329
Single
0
High School
Self-Employed
11.373455
Rural
Comprehensive
0
3
512
4
2022-10-03 15:21:39.217387
Good
Yes
Rarely
House
2,563
1,188,986
46
Female
17,092
Single
0
High School
Employed
11.382943
Urban
Basic
3
18
549
6
2023-03-04 15:21:39.134960
Average
Yes
Weekly
House
776
1,188,987
19
Female
634
Married
4
Bachelor's
null
22.474533
Rural
Premium
2
4
646
6
2023-09-27 15:21:39.121169
Average
No
Weekly
House
1,617
1,188,988
23
Male
28,666
Married
3
Bachelor's
null
20.160127
Urban
Premium
null
19
null
3
2022-11-10 15:21:39.288099
Good
Yes
Weekly
Apartment
984
1,188,989
38
Female
42,712
Married
null
PhD
Unemployed
23.169872
Urban
Basic
1
9
null
6
2022-03-30 15:21:39.257696
Poor
No
Monthly
Apartment
427
1,188,990
47
Female
null
Divorced
3
Bachelor's
Self-Employed
17.009951
Urban
Basic
1
3
390
7
2023-07-21 15:21:39.228521
Good
Yes
Rarely
Apartment
2,134
1,188,991
46
Male
39,081
null
0
PhD
null
21.492347
Urban
Comprehensive
null
13
674
3
2020-05-07 15:21:39.128286
Good
Yes
Rarely
Apartment
3,904
1,188,992
20
Female
34,209
Married
3
Master's
null
26.923177
Rural
Basic
null
16
594
6
2020-10-01 15:21:39.246098
Good
Yes
Weekly
Apartment
1,618
1,188,993
38
Female
28,883
Single
1
High School
Employed
12.824798
Urban
Comprehensive
2
9
467
8
2023-02-27 15:21:39.134960
Average
No
Rarely
House
719
1,188,994
null
Female
23,984
Married
2
PhD
Unemployed
15.630911
Urban
Premium
1
6
784
3
2021-03-24 15:21:39.187211
Good
No
Weekly
Condo
784
1,188,995
19
Male
14,094
Married
0
High School
Employed
38.829433
Rural
Premium
null
8
557
8
2023-12-25 15:21:39.095696
Average
No
Weekly
Apartment
683
1,188,996
27
Female
722
Divorced
3
Bachelor's
null
13.481948
Rural
Basic
0
9
489
4
2019-12-26 15:21:39.175719
Good
No
Daily
House
1,051
1,188,997
41
Female
37,156
Divorced
1
Bachelor's
null
17.622769
Rural
Premium
null
17
666
7
2020-03-03 15:21:39.237118
Good
No
Monthly
Condo
1,494
1,188,998
42
Male
23,140
Single
null
Master's
Unemployed
25.573749
Suburban
Comprehensive
1
0
661
8
2020-06-04 15:21:39.205850
Poor
No
Monthly
Condo
1,583
1,188,999
40
Female
106,143
Single
null
High School
Self-Employed
20.812711
Urban
Premium
null
10
318
1
2021-03-07 15:21:39.134960
Poor
Yes
Monthly
Condo
1,584