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
38,100
26
Male
20,859
Single
2
Master's
Employed
16.044824
Rural
Premium
0
7
678
2
2023-01-14 15:21:39.110557
Average
No
Rarely
House
932
38,101
33
Female
38,133
Single
2
Bachelor's
Unemployed
21.664276
Rural
Premium
1
17
732
2
2021-08-03 15:21:39.285112
Average
Yes
Monthly
Apartment
841
38,102
57
Male
29,032
Divorced
4
PhD
Self-Employed
17.858804
Urban
Premium
2
11
496
8
2020-11-04 15:21:39.133866
Poor
No
Monthly
Apartment
3,174
38,103
24
Male
1,886
Married
null
High School
Self-Employed
19.422736
Urban
Comprehensive
null
14
453
9
2022-04-30 15:21:39.172097
Poor
No
Rarely
Condo
537
38,104
46
Male
44,100
Single
1
Bachelor's
Unemployed
18.849245
Urban
Basic
null
11
635
3
2021-09-27 15:21:39.290098
Average
Yes
Weekly
Condo
112
38,105
null
Female
43,750
Married
1
PhD
Unemployed
38.569546
Suburban
Comprehensive
2
1
null
5
2024-02-14 15:21:39.083497
Average
Yes
Daily
Apartment
91
38,106
19
Male
38,343
Divorced
null
PhD
Employed
14.553334
Urban
Basic
null
17
788
2
2020-05-26 15:21:39.123711
Poor
Yes
Daily
House
25
38,107
62
Male
26,553
Married
2
Master's
Employed
42.071192
Rural
Basic
null
16
634
3
2021-03-15 15:21:39.143708
Poor
Yes
Daily
House
934
38,108
58
Male
123,613
Married
1
PhD
null
15.332077
Rural
Comprehensive
2
4
573
2
2020-08-20 15:21:39.098696
null
No
Monthly
Apartment
942
38,109
31
Male
9,094
Divorced
3
PhD
Unemployed
40.780726
Urban
Comprehensive
null
10
675
3
2021-05-01 15:21:39.256696
Good
Yes
Weekly
Apartment
675
38,110
24
Female
14,079
Married
3
Master's
null
17.292446
Suburban
Premium
null
14
543
6
2021-03-10 15:21:39.224915
Poor
No
Monthly
Apartment
860
38,111
23
Female
18,425
Divorced
0
High School
Employed
25.858019
Suburban
Comprehensive
0
10
679
5
2020-11-12 15:21:39.132191
Average
No
Weekly
Apartment
1,382
38,112
49
Male
29,055
Married
null
PhD
Employed
18.882769
Suburban
Basic
0
8
762
9
2019-09-03 15:21:39.211806
Good
Yes
Monthly
Condo
1,007
38,113
49
Female
43,970
Single
0
High School
Employed
null
Urban
Basic
0
0
null
4
2022-01-24 15:21:39.170099
Good
No
Weekly
House
605
38,114
56
Male
null
Single
2
High School
null
14.41753
Urban
Premium
0
6
509
6
2021-12-04 15:21:39.134960
Average
No
Rarely
House
388
38,115
57
Female
924
Divorced
1
PhD
null
24.928458
Rural
Basic
0
6
753
7
2023-03-17 15:21:39.091080
Poor
No
Daily
House
24
38,116
19
Female
16,096
Single
null
Master's
Self-Employed
17.290775
Suburban
Premium
1
17
815
1
2024-07-08 15:21:39.192212
Good
No
Weekly
Condo
1,329
38,117
40
Female
26,369
Married
1
PhD
Employed
24.120002
Rural
Comprehensive
0
7
578
8
2022-04-17 15:21:39.134960
Average
Yes
Monthly
House
2,359
38,118
25
Female
91,581
Divorced
1
Bachelor's
Self-Employed
34.262777
Urban
Basic
2
16
null
1
2023-06-08 15:21:39.286113
Good
Yes
Daily
Condo
112
38,119
55
Male
45,926
Married
3
PhD
null
37.984603
Suburban
Comprehensive
null
13
710
8
2019-09-13 15:21:39.290098
Average
No
Monthly
House
834
38,120
43
Male
21,241
Married
3
PhD
Self-Employed
19.49043
Suburban
Comprehensive
2
8
722
2
2021-07-31 15:21:39.150730
Average
Yes
Weekly
Apartment
45
38,121
20
Male
2,878
Divorced
3
PhD
Unemployed
41.379323
Urban
Premium
3
9
832
7
2024-07-14 15:21:39.186212
Poor
Yes
Rarely
Condo
1,349
38,122
54
Female
21,641
Divorced
1
High School
Unemployed
11.367028
Suburban
Premium
1
8
784
4
2024-05-27 15:21:39.134960
Good
No
Monthly
Apartment
1,543
38,123
26
Female
2,592
Single
1
High School
Unemployed
19.693476
Urban
Basic
2
11
586
5
2021-04-16 15:21:39.253660
Poor
Yes
Rarely
House
2,161
38,124
18
Male
1,035
Single
0
Bachelor's
Employed
null
Suburban
Premium
1
19
756
5
2021-10-01 15:21:39.148733
Average
Yes
Daily
Apartment
1,518
38,125
27
Female
18,063
Single
2
PhD
null
26.717056
Suburban
Premium
1
15
446
8
2022-05-17 15:21:39.155231
Poor
Yes
Rarely
Condo
955
38,126
27
Female
22,152
Married
1
Bachelor's
Self-Employed
28.006509
Rural
Comprehensive
null
2
421
6
2021-05-05 15:21:39.155231
Average
No
Weekly
House
1,872
38,127
28
Male
87,033
Divorced
4
Bachelor's
Employed
15.803449
Urban
Basic
null
19
613
2
2023-07-26 15:21:39.198406
Poor
No
Monthly
House
43
38,128
27
Male
26,934
Divorced
0
High School
Self-Employed
25.842344
Urban
Basic
2
6
459
3
2023-03-14 15:21:39.206847
null
Yes
Daily
Apartment
1,431
38,129
35
Male
55,790
Divorced
3
Master's
Unemployed
null
Rural
Premium
1
1
418
8
2020-11-06 15:21:39.155231
Good
No
Monthly
Apartment
1,204
38,130
28
Female
43,970
Married
4
Master's
Unemployed
35.947956
Urban
Basic
null
10
null
2
2021-07-31 15:21:39.095696
Poor
No
Rarely
House
26
38,131
55
Female
41,223
Single
1
Master's
Unemployed
34.527116
Urban
Premium
1
4
614
2
2019-11-23 15:21:39.273973
Average
Yes
Monthly
Condo
546
38,132
19
Male
664
Single
2
Bachelor's
Self-Employed
25.753936
Urban
Comprehensive
3
17
null
4
2022-09-23 15:21:39.134960
Average
Yes
Rarely
Condo
1,317
38,133
25
Male
92,209
Married
2
Bachelor's
Employed
5.588466
Rural
Comprehensive
0
18
464
9
2021-06-07 15:21:39.209847
Good
Yes
Daily
House
268
38,134
33
Male
45,901
Divorced
3
PhD
Unemployed
23.828561
Rural
Comprehensive
1
2
517
3
2019-11-28 15:21:39.237118
Average
Yes
Rarely
Apartment
204
38,135
38
Male
2,814
Single
1
High School
null
21.094769
Rural
Basic
0
19
677
5
2022-04-09 15:21:39.092127
null
No
Daily
House
884
38,136
43
Female
27,961
Single
4
Bachelor's
Self-Employed
null
Suburban
Comprehensive
3
12
null
2
2022-06-28 15:21:39.121169
Average
No
Monthly
Apartment
1,033
38,137
34
Male
25,648
Divorced
4
Bachelor's
Employed
32.281942
Rural
Basic
null
8
758
2
2020-09-29 15:21:39.261856
Average
No
Rarely
Apartment
1,731
38,138
22
Male
17,131
Single
3
Master's
Employed
13.548711
Rural
Basic
null
18
692
7
2022-04-28 15:21:39.274993
Poor
Yes
Monthly
Condo
519
38,139
46
Female
5,743
Single
1
Bachelor's
Self-Employed
13.494073
Urban
Basic
1
4
668
1
2020-08-03 15:21:39.231531
Good
Yes
Rarely
House
2,967
38,140
30
Female
40,066
Divorced
1
High School
Self-Employed
28.816763
Urban
Basic
0
12
647
7
2024-03-18 15:21:39.123711
Good
Yes
Daily
House
607
38,141
40
Male
45,426
Single
0
Bachelor's
null
5.987058
Rural
Basic
null
5
562
8
2023-01-25 15:21:39.208842
Good
Yes
Weekly
Condo
861
38,142
19
Female
34,389
Single
0
Bachelor's
Unemployed
4.789504
Urban
Comprehensive
null
13
784
9
2022-09-28 15:21:39.259788
Average
Yes
Daily
House
712
38,143
60
Female
null
Married
0
Bachelor's
Employed
7.252387
Rural
Premium
null
2
672
4
2020-02-07 15:21:39.121169
Good
No
Weekly
Apartment
236
38,144
43
Female
91,654
Divorced
4
Bachelor's
Self-Employed
40.440137
Urban
Premium
null
8
424
7
2022-05-11 15:21:39.134819
Average
Yes
Rarely
Apartment
95
38,145
31
Female
20,997
Married
4
High School
Employed
31.564144
Urban
Basic
2
4
null
8
2020-08-11 15:21:39.132191
Poor
Yes
Monthly
House
602
38,146
49
Male
88
Married
0
Bachelor's
Employed
35.74261
Suburban
Premium
1
12
323
9
2020-06-14 15:21:39.095696
Good
Yes
Rarely
House
92
38,147
28
Female
65,017
Married
4
Master's
Unemployed
15.566659
Rural
Basic
1
9
359
5
2019-12-26 15:21:39.219432
null
No
Daily
House
476
38,148
58
Female
25,897
Single
4
Bachelor's
Self-Employed
20.814306
Rural
Comprehensive
1
19
449
7
2022-06-24 15:21:39.097737
Average
Yes
Weekly
House
564
38,149
44
Male
16,069
Single
4
PhD
Self-Employed
8.124053
Suburban
Basic
null
3
844
5
2020-03-24 15:21:39.180553
Good
Yes
Daily
Apartment
1,290
38,150
48
Female
15,791
Divorced
2
Master's
Unemployed
9.095679
Rural
Comprehensive
null
13
350
6
2020-05-01 15:21:39.202448
Poor
No
Monthly
House
605
38,151
60
Male
18,472
Divorced
1
PhD
Self-Employed
10.977932
Urban
Comprehensive
0
14
749
4
2020-05-08 15:21:39.155231
Good
Yes
Monthly
House
627
38,152
62
Male
14,508
Single
2
High School
null
25.82704
Urban
Basic
1
7
623
5
2022-03-23 15:21:39.083497
null
No
Weekly
Apartment
1,735
38,153
35
Female
1,428
Single
4
Bachelor's
null
32.278956
Suburban
Premium
null
10
429
8
2023-05-24 15:21:39.255696
Poor
No
Monthly
Condo
429
38,154
22
Male
5,860
Single
4
PhD
Employed
20.814487
Urban
Premium
null
7
null
6
2024-05-14 15:21:39.244069
Poor
Yes
Daily
Condo
2,921
38,155
61
Male
8,073
Married
0
High School
null
18.52343
Rural
Basic
null
9
558
7
2020-03-13 15:21:39.237118
Average
Yes
Rarely
Condo
24
38,156
60
Male
7,843
Single
0
Bachelor's
Employed
19.291312
Rural
Premium
4
11
null
7
2020-12-26 15:21:39.167099
Average
No
Daily
Condo
1,662
38,157
47
Male
11,391
Single
0
High School
Employed
32.07922
Urban
Comprehensive
null
9
622
1
2020-10-12 15:21:39.249100
Average
No
Daily
Condo
2,451
38,158
41
Female
95,915
Married
4
Bachelor's
null
41.242883
Suburban
Comprehensive
0
12
767
6
2024-07-20 15:21:39.208842
Average
Yes
Daily
Condo
134
38,159
42
Male
5,471
Married
null
High School
Employed
6.381962
Urban
Premium
null
0
740
2
2020-09-08 15:21:39.237118
Poor
Yes
Daily
Condo
439
38,160
29
Male
1,586
Single
1
PhD
null
21.513312
Urban
Basic
0
18
371
7
2022-08-07 15:21:39.122134
Average
No
Daily
Apartment
2,874
38,161
28
Female
10,173
Divorced
4
PhD
null
21.098368
Rural
Basic
null
14
622
4
2020-04-20 15:21:39.191219
Poor
Yes
Rarely
House
1,407
38,162
20
Male
30,224
Divorced
3
Bachelor's
Employed
8.146464
Suburban
Basic
3
12
397
7
2020-09-18 15:21:39.155231
Good
Yes
Monthly
Apartment
2,769
38,163
22
Male
5,056
Divorced
null
Bachelor's
Self-Employed
15.8038
Suburban
Premium
1
9
435
3
2020-10-22 15:21:39.264504
Average
No
Weekly
Condo
1,597
38,164
37
Male
43,498
Married
1
PhD
null
42.876999
Rural
Basic
1
13
371
7
2024-03-06 15:21:39.124659
Poor
Yes
Rarely
Condo
2,188
38,165
32
Female
37,149
Married
3
PhD
Self-Employed
33.979574
Suburban
Comprehensive
null
2
441
4
2023-02-22 15:21:39.134960
Good
Yes
Monthly
Condo
2,356
38,166
28
Male
51,490
Divorced
3
PhD
Unemployed
21.967609
Urban
Basic
null
8
316
6
2021-10-03 15:21:39.254678
Average
No
Daily
Apartment
1,543
38,167
23
Male
13,982
Divorced
1
High School
Unemployed
37.857945
Urban
Basic
0
8
605
1
2021-05-27 15:21:39.134960
Average
No
Weekly
Condo
935
38,168
63
Male
20,455
Married
0
Bachelor's
null
25.453087
Rural
Basic
null
3
679
5
2022-10-30 15:21:39.231531
Poor
No
Rarely
Condo
729
38,169
41
Female
null
Married
1
High School
Unemployed
28.262584
Rural
Comprehensive
4
8
349
3
2020-07-15 15:21:39.149731
Average
Yes
Weekly
House
695
38,170
55
Female
73,618
Single
4
PhD
null
33.243419
Urban
Basic
0
9
442
9
2023-11-09 15:21:39.134960
Average
No
Weekly
Condo
2,455
38,171
19
Female
67,043
Single
4
Master's
null
22.389859
Suburban
Premium
2
8
755
5
2024-03-06 15:21:39.185215
Poor
No
Rarely
Apartment
34
38,172
62
Female
888
Single
1
High School
Employed
null
Urban
Basic
0
6
788
6
2022-11-14 15:21:39.092127
Average
No
Weekly
Condo
588
38,173
22
Female
44,302
Single
0
Master's
Self-Employed
41.847805
Urban
Premium
null
13
756
9
2022-09-19 15:21:39.148733
Average
No
Monthly
Apartment
539
38,174
51
Male
132,387
Single
3
Master's
Self-Employed
33.769046
Suburban
Comprehensive
1
12
383
5
2020-02-19 15:21:39.134960
Average
No
Rarely
Apartment
588
38,175
46
Female
7,078
Single
0
High School
null
25.916907
Rural
Comprehensive
0
2
null
1
2021-05-10 15:21:39.134960
Good
No
Daily
Apartment
1,249
38,176
28
Male
45,674
Single
4
High School
Self-Employed
21.868992
Urban
Basic
3
8
781
1
2021-06-21 15:21:39.091080
null
No
Daily
Apartment
2,281
38,177
25
Female
2,879
Divorced
2
PhD
Employed
24.816888
Suburban
Premium
0
2
642
6
2022-07-02 15:21:39.134960
null
No
Monthly
Condo
685
38,178
38
Male
25,423
Single
2
PhD
null
23.95571
Suburban
Basic
1
2
472
4
2023-12-21 15:21:39.123711
Poor
No
Daily
House
572
38,179
23
Male
1,330
Married
1
PhD
Employed
6.744881
Rural
Basic
null
13
532
7
2023-06-04 15:21:39.097737
Poor
Yes
Rarely
House
23
38,180
41
Female
27,894
Married
3
Master's
Employed
3.509471
Urban
Basic
null
3
571
8
2022-08-14 15:21:39.254678
Poor
Yes
Monthly
Apartment
1,147
38,181
23
Male
41,499
Married
0
High School
Employed
24.669004
Urban
Basic
4
13
483
6
2022-12-18 15:21:39.143708
Good
No
Daily
Condo
2,908
38,182
50
Male
8,058
Single
4
Master's
Employed
21.704915
Suburban
Premium
null
11
607
2
2023-12-28 15:21:39.134960
Poor
Yes
Rarely
Apartment
723
38,183
20
Male
29,061
Divorced
null
Master's
Unemployed
20.792549
Suburban
Comprehensive
1
10
431
1
2023-05-28 15:21:39.193945
Average
No
Rarely
Apartment
659
38,184
36
Female
3,305
Divorced
3
Bachelor's
Employed
31.82914
Urban
Basic
2
3
687
7
2022-10-29 15:21:39.131192
Good
Yes
Weekly
Apartment
1,609
38,185
32
Female
7,943
Divorced
4
High School
Employed
44.82951
Rural
Comprehensive
2
5
575
9
2023-11-16 15:21:39.129190
Poor
Yes
Weekly
Condo
788
38,186
57
Male
2,558
Divorced
3
Master's
Employed
25.268924
Urban
Basic
3
0
626
2
2019-12-05 15:21:39.265513
Average
Yes
Rarely
Apartment
464
38,187
23
Male
45,006
Single
2
Master's
null
44.178412
Rural
Premium
0
3
725
2
2022-08-16 15:21:39.131192
Poor
Yes
Monthly
Apartment
782
38,188
40
Female
44,182
Divorced
1
PhD
null
22.584809
Rural
Premium
1
3
550
2
2023-01-26 15:21:39.188220
Average
No
Monthly
Condo
531
38,189
48
Female
135,581
Divorced
1
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
19
758
3
2023-03-20 15:21:39.256696
null
No
Monthly
Condo
810
38,190
39
Female
5,958
Single
0
Master's
null
null
Urban
Comprehensive
2
14
543
8
2021-08-05 15:21:39.222387
Good
No
Rarely
Apartment
1,373
38,191
64
Male
17,091
Single
4
Bachelor's
null
21.849355
Urban
Premium
null
10
534
5
2022-06-29 15:21:39.084065
Poor
No
Weekly
House
576
38,192
56
Female
43,493
Single
2
Bachelor's
Self-Employed
28.472422
Suburban
Comprehensive
1
3
520
2
2024-06-30 15:21:39.224915
Good
Yes
Weekly
Apartment
2,314
38,193
44
Male
43,848
Married
3
Bachelor's
Unemployed
25.828245
Suburban
Premium
2
9
420
9
2020-09-28 15:21:39.237118
Average
No
Monthly
Apartment
1,499
38,194
49
Female
29,605
Single
2
Master's
null
20.106474
Rural
Comprehensive
1
3
663
6
2023-08-07 15:21:39.134960
Good
Yes
Rarely
Condo
821
38,195
60
Female
6,857
Single
4
Master's
Self-Employed
12.771731
Suburban
Premium
0
7
714
4
2021-04-27 15:21:39.196387
Poor
No
Weekly
House
984
38,196
47
Female
32,720
Married
2
High School
Self-Employed
40.105064
Suburban
Basic
2
4
324
5
2020-03-19 15:21:39.213373
Good
No
Weekly
Condo
936
38,197
35
Male
87,809
Married
0
High School
null
33.32563
Suburban
Basic
2
7
586
2
2020-07-13 15:21:39.193945
null
Yes
Weekly
Condo
1,673
38,198
50
Male
90,831
Married
3
Master's
Employed
45.79736
Rural
Comprehensive
2
10
748
9
2020-04-18 15:21:39.134960
null
No
Daily
House
1,744
38,199
40
Male
null
Married
3
Bachelor's
Unemployed
12.131579
Suburban
Premium
null
9
319
6
2023-11-17 15:21:39.155231
Poor
No
Weekly
Condo
468