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
1,162,100
27
Male
716
Divorced
4
Bachelor's
Unemployed
27.912486
Urban
Comprehensive
2
13
459
5
2020-10-20 15:21:39.207847
Average
Yes
Monthly
House
1,378
1,162,101
26
Female
44,095
null
4
Master's
Unemployed
11.722698
Suburban
Basic
null
14
636
8
2024-01-06 15:21:39.155231
Poor
No
Daily
Apartment
946
1,162,102
52
Male
51,637
Married
4
Master's
null
23.143594
Suburban
Premium
1
13
473
7
2023-11-27 15:21:39.093681
Good
Yes
Daily
House
254
1,162,103
null
Male
48,797
Married
4
Bachelor's
Employed
47.108217
Rural
Comprehensive
0
0
711
6
2020-05-08 15:21:39.134960
Average
Yes
Monthly
Condo
88
1,162,104
25
Female
16,097
Divorced
3
High School
null
21.56096
Urban
Premium
1
14
454
4
2023-04-15 15:21:39.164044
Average
No
Weekly
House
454
1,162,105
19
Male
5,542
Single
1
Bachelor's
Employed
38.764793
Rural
Comprehensive
null
11
697
8
2021-02-22 15:21:39.155231
Average
No
Rarely
Condo
489
1,162,106
42
Female
935
Single
3
PhD
Employed
null
Urban
Comprehensive
null
3
535
5
2020-08-16 15:21:39.276901
null
No
Monthly
Condo
1,228
1,162,107
18
Female
53,674
Single
null
PhD
Employed
23.15682
Rural
Premium
3
1
608
9
2024-03-15 15:21:39.231531
Poor
No
Daily
Condo
1,848
1,162,108
27
Female
15,200
Married
4
PhD
Unemployed
36.786161
Urban
Comprehensive
0
8
781
1
2023-06-08 15:21:39.236064
Good
No
Weekly
House
1,213
1,162,109
46
Male
90,697
Divorced
2
Bachelor's
Self-Employed
21.904272
Urban
Premium
0
8
449
9
2021-12-30 15:21:39.283783
Good
Yes
Rarely
House
35
1,162,110
24
Male
38,969
Divorced
3
High School
null
49.917793
Urban
Basic
null
9
513
2
2023-04-08 15:21:39.252145
Good
No
Daily
Condo
22
1,162,111
55
Female
40,897
Divorced
4
Master's
null
14.859376
Urban
Comprehensive
1
4
646
1
2020-03-23 15:21:39.154008
Average
Yes
Weekly
Condo
642
1,162,112
57
Female
null
Divorced
0
PhD
Employed
48.495915
Suburban
Premium
0
19
835
9
2020-03-17 15:21:39.079128
null
No
Weekly
House
29
1,162,113
44
Male
257
Married
null
Master's
null
32.157548
Urban
Premium
1
0
407
9
2022-02-21 15:21:39.229482
Average
Yes
Monthly
Condo
570
1,162,114
47
Female
28,680
Divorced
null
Master's
Unemployed
10.945367
Rural
Comprehensive
0
18
677
1
2020-07-16 15:21:39.236064
Poor
Yes
Monthly
Condo
956
1,162,115
60
Female
24,429
Single
0
Bachelor's
Employed
25.922113
Urban
Premium
0
5
null
7
2021-03-12 15:21:39.276901
Poor
No
Monthly
House
49
1,162,116
null
Male
49,527
Single
2
Bachelor's
Self-Employed
22.480197
Urban
Premium
2
9
739
8
2023-10-22 15:21:39.233998
null
Yes
Rarely
Condo
115
1,162,117
37
Female
45,876
Divorced
4
Master's
Unemployed
43.922652
Suburban
Premium
0
1
303
5
2022-07-10 15:21:39.198406
Poor
No
Weekly
Condo
885
1,162,118
49
Male
10,984
Married
null
Master's
Self-Employed
null
Rural
Premium
null
15
791
3
2020-11-06 15:21:39.134960
Poor
Yes
Rarely
Condo
1,245
1,162,119
23
Male
138,873
Married
0
Bachelor's
Self-Employed
16.415511
Suburban
Premium
1
5
689
3
2019-09-03 15:21:39.134960
Good
Yes
Weekly
House
2,424
1,162,120
56
Male
4,410
Divorced
3
PhD
Self-Employed
null
Rural
Comprehensive
0
4
781
5
2020-04-06 15:21:39.134960
Good
Yes
Monthly
Condo
552
1,162,121
28
Female
52,002
Divorced
2
Bachelor's
Self-Employed
29.70133
Urban
Basic
2
2
796
7
2020-12-12 15:21:39.134960
Poor
No
Monthly
Condo
2,106
1,162,122
37
Male
93,738
null
null
PhD
null
20.964499
Urban
Basic
0
0
null
4
2021-01-17 15:21:39.226954
null
Yes
Daily
House
1,770
1,162,123
49
Male
14,077
Married
1
PhD
Unemployed
22.723251
Rural
Basic
0
4
653
6
2020-01-28 15:21:39.254678
Poor
Yes
Monthly
Condo
843
1,162,124
47
Female
32,182
Married
4
High School
Self-Employed
19.734911
Suburban
Comprehensive
0
3
514
4
2022-04-01 15:21:39.215386
Poor
No
Weekly
House
2,336
1,162,125
35
Female
75,542
Single
2
High School
null
37.272833
Urban
Comprehensive
null
7
681
4
2024-04-14 15:21:39.155231
Poor
Yes
Rarely
Apartment
397
1,162,126
51
Female
141,647
Divorced
4
PhD
Self-Employed
20.69583
Rural
Premium
0
19
302
7
2023-09-21 15:21:39.095696
Poor
No
Rarely
Apartment
834
1,162,127
62
Female
920
Married
3
Master's
Self-Employed
13.951066
Suburban
Comprehensive
2
17
459
8
2020-05-12 15:21:39.092127
Average
No
Rarely
House
951
1,162,128
36
Male
63,559
Divorced
3
PhD
Employed
15.206878
Urban
Basic
null
4
333
5
2024-03-15 15:21:39.254678
Average
Yes
Weekly
Apartment
2,847
1,162,129
49
Female
1,756
Married
0
PhD
Unemployed
42.929285
Suburban
Basic
1
4
null
2
2021-12-17 15:21:39.202448
Poor
Yes
Daily
Condo
281
1,162,130
39
Female
40,861
Married
3
PhD
null
30.737223
Rural
Basic
2
1
818
1
2023-08-18 15:21:39.237118
Good
Yes
Rarely
Apartment
587
1,162,131
64
Male
23,139
Divorced
0
Bachelor's
Employed
18.025948
Urban
Premium
null
0
580
3
2021-08-15 15:21:39.107553
Poor
Yes
Monthly
House
1,531
1,162,132
27
Male
56,577
Married
3
Master's
Unemployed
47.967191
Suburban
Basic
null
4
497
1
2019-12-04 15:21:39.081504
Average
No
Weekly
Apartment
39
1,162,133
48
Female
2,526
Single
2
Master's
Employed
31.582718
Rural
Basic
0
0
682
2
2023-11-08 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,145
1,162,134
26
Female
69,320
Divorced
3
PhD
null
17.682405
Urban
Basic
0
12
311
8
2024-02-18 15:21:39.280784
Average
Yes
Rarely
House
132
1,162,135
50
Male
3,852
Divorced
4
Bachelor's
null
39.520038
Suburban
Basic
1
12
442
7
2023-05-21 15:21:39.218388
Average
Yes
Rarely
Apartment
1,581
1,162,136
40
Female
10,093
Single
4
Bachelor's
Unemployed
12.271623
Rural
Premium
1
12
714
1
2023-08-03 15:21:39.080184
Average
Yes
Monthly
Apartment
871
1,162,137
52
Female
63,326
Divorced
3
High School
null
22.933456
Rural
Basic
1
1
456
1
2023-09-03 15:21:39.261856
Average
No
Rarely
Apartment
1,799
1,162,138
45
Male
15,642
Divorced
4
High School
Self-Employed
16.609326
Urban
Basic
null
5
819
5
2020-02-02 15:21:39.155231
Poor
Yes
Daily
House
839
1,162,139
60
Male
43,437
Single
2
PhD
Self-Employed
5.851386
Suburban
Basic
null
5
439
9
2024-03-21 15:21:39.237118
Poor
No
Daily
Condo
3,790
1,162,140
22
Male
5,088
Married
4
PhD
Employed
15.182821
Suburban
Basic
null
9
582
4
2021-08-15 15:21:39.258696
Average
Yes
Monthly
House
973
1,162,141
48
Male
16,886
Single
1
PhD
Employed
7.633419
Suburban
Premium
1
17
725
2
2021-11-26 15:21:39.171102
Poor
Yes
Rarely
House
882
1,162,142
22
Male
28,665
Married
4
Bachelor's
Unemployed
40.001448
Rural
Premium
1
4
697
8
2020-04-30 15:21:39.220389
Average
No
Monthly
Condo
1,809
1,162,143
39
Male
40,062
Divorced
0
Bachelor's
Self-Employed
41.890098
Suburban
Basic
null
9
511
5
2024-06-14 15:21:39.191219
Average
No
Daily
Condo
1,559
1,162,144
48
Female
3,957
Divorced
4
PhD
Employed
11.869106
Suburban
Basic
null
19
442
8
2023-08-20 15:21:39.250151
Poor
No
Rarely
House
498
1,162,145
50
Male
38,212
Single
null
High School
Unemployed
36.854605
Suburban
Premium
0
5
639
9
2021-10-12 15:21:39.130190
Poor
Yes
Weekly
House
2,075
1,162,146
40
Female
20,587
Divorced
3
PhD
Employed
25.053053
Suburban
Premium
1
17
543
1
2023-04-27 15:21:39.132191
Average
No
Weekly
House
573
1,162,147
60
Male
39,094
Single
null
PhD
null
3.872087
Rural
Basic
2
9
null
9
2023-03-24 15:21:39.170099
Poor
Yes
Daily
Condo
2,091
1,162,148
39
Female
3,523
Married
3
Bachelor's
Employed
32.084812
Suburban
Comprehensive
null
7
696
1
2022-06-26 15:21:39.233998
Average
No
Weekly
Condo
3,278
1,162,149
41
Female
14,862
Divorced
2
PhD
Unemployed
30.139532
Urban
Basic
1
3
833
3
2021-02-13 15:21:39.090124
Poor
Yes
Rarely
Apartment
2,571
1,162,150
21
Male
45,628
Divorced
2
Master's
Self-Employed
37.420041
Suburban
Premium
1
13
472
6
2020-05-10 15:21:39.264504
Poor
No
Daily
Condo
535
1,162,151
25
Male
17,085
Married
null
PhD
Unemployed
23.82376
Suburban
Premium
1
2
719
5
2024-04-22 15:21:39.205850
Good
No
Weekly
House
30
1,162,152
18
Male
18,051
Married
2
Master's
Unemployed
16.003798
Suburban
Premium
null
18
708
7
2021-04-21 15:21:39.237118
Average
No
Daily
Condo
484
1,162,153
51
Female
34,246
Married
4
PhD
null
11.171869
Suburban
Comprehensive
2
14
728
1
2022-11-04 15:21:39.248098
Average
No
Weekly
Condo
1,213
1,162,154
51
Female
12,062
Married
4
Master's
null
51.633958
Rural
Comprehensive
0
19
492
9
2021-10-12 15:21:39.126661
Poor
Yes
Daily
Apartment
1,754
1,162,155
40
Female
25,042
Single
0
Master's
Employed
12.722705
Urban
Basic
1
4
848
3
2023-07-22 15:21:39.196387
Good
Yes
Daily
Apartment
744
1,162,156
55
Male
18,098
Married
1
Master's
null
39.890934
Rural
Comprehensive
0
6
743
8
2023-01-31 15:21:39.172097
Poor
No
Weekly
Condo
1,580
1,162,157
22
Female
147,542
Married
0
Master's
Unemployed
8.813806
Suburban
Premium
1
18
null
2
2023-03-18 15:21:39.134960
Good
No
Daily
Condo
218
1,162,158
40
Female
4,965
Married
1
Bachelor's
Unemployed
44.627512
Suburban
Comprehensive
null
7
620
6
2020-12-14 15:21:39.237118
Poor
Yes
Weekly
Apartment
71
1,162,159
31
Female
69,334
Married
0
High School
Employed
7.039447
Rural
Premium
0
18
564
4
2022-02-16 15:21:39.230483
Good
No
Monthly
Condo
289
1,162,160
50
Female
9,988
Married
1
Master's
Self-Employed
16.838276
Suburban
Basic
null
12
760
8
2021-04-24 15:21:39.108562
Poor
Yes
Weekly
Condo
806
1,162,161
55
Female
4,907
Divorced
4
PhD
Self-Employed
14.729044
Urban
Premium
1
2
466
4
2020-12-07 15:21:39.276901
Average
No
Daily
Condo
928
1,162,162
29
Male
28,408
Divorced
0
PhD
null
21.484088
Urban
Comprehensive
0
11
838
9
2022-05-11 15:21:39.256696
null
Yes
Daily
Apartment
228
1,162,163
38
Female
117,900
Divorced
2
High School
Self-Employed
20.090789
Suburban
Premium
2
16
451
6
2023-08-16 15:21:39.155231
Average
Yes
Weekly
Condo
1,515
1,162,164
44
Female
915
Divorced
0
Bachelor's
Employed
10.756632
Suburban
Comprehensive
null
1
446
6
2023-06-12 15:21:39.208842
null
No
Rarely
House
952
1,162,165
45
Male
4,898
Married
1
Master's
Self-Employed
30.865214
Rural
Comprehensive
1
10
672
5
2024-01-15 15:21:39.186212
Poor
No
Weekly
House
2,155
1,162,166
40
Male
39,746
Married
2
Master's
Employed
36.958282
Suburban
Comprehensive
2
11
803
1
2020-12-06 15:21:39.237118
Good
Yes
Rarely
House
548
1,162,167
59
Male
52,390
Divorced
1
PhD
Unemployed
13.738349
Suburban
Basic
null
8
721
3
2021-10-04 15:21:39.194829
Poor
Yes
Daily
Condo
393
1,162,168
43
Male
128,521
Single
0
High School
Employed
22.286933
Rural
Premium
0
14
431
9
2020-05-31 15:21:39.155231
Good
No
Rarely
Condo
2,686
1,162,169
42
Male
26,395
Married
2
Bachelor's
null
35.93558
Rural
Comprehensive
null
5
791
1
2022-02-16 15:21:39.155231
Poor
No
Rarely
Condo
1,187
1,162,170
24
Female
10,033
Single
4
Bachelor's
Self-Employed
40.95827
Rural
Basic
1
0
561
4
2020-03-06 15:21:39.112553
Average
No
Daily
Condo
2,743
1,162,171
22
Male
27,241
Single
4
Bachelor's
Unemployed
40.890926
Rural
Premium
null
15
658
5
2019-10-03 15:21:39.148733
Average
Yes
Monthly
Condo
886
1,162,172
27
Male
21,594
Single
null
Master's
Employed
26.932191
Suburban
Premium
null
8
null
4
2023-12-28 15:21:39.257696
Average
No
Weekly
House
3,649
1,162,173
54
Female
49,562
Divorced
null
Bachelor's
null
45.1254
Suburban
Premium
1
10
831
9
2022-06-23 15:21:39.148733
Good
Yes
Daily
Condo
404
1,162,174
42
Female
115,095
Married
4
High School
Self-Employed
null
Suburban
Basic
0
3
441
1
2020-03-20 15:21:39.261856
Average
Yes
Monthly
House
1,545
1,162,175
54
Female
14,528
Single
0
Bachelor's
Unemployed
31.865309
Rural
Premium
null
10
342
1
2022-05-23 15:21:39.176717
Average
No
Rarely
Apartment
712
1,162,176
34
Female
35,781
Single
4
Master's
null
12.275788
Rural
Premium
0
9
676
4
2020-11-11 15:21:39.149731
Good
No
Monthly
Condo
648
1,162,177
44
Female
723
Married
0
High School
Unemployed
37.158525
Rural
Comprehensive
1
19
null
1
2023-09-02 15:21:39.193769
Poor
Yes
Rarely
Condo
368
1,162,178
25
Male
61,395
Single
3
Master's
Unemployed
null
Rural
Premium
0
11
724
4
2021-07-01 15:21:39.148733
null
Yes
Monthly
Condo
607
1,162,179
31
Female
17,561
Divorced
3
Master's
Self-Employed
6.136824
Rural
Premium
null
17
471
1
2020-12-12 15:21:39.092127
Good
Yes
Rarely
Condo
712
1,162,180
21
Female
15,228
Single
1
Master's
Employed
12.039684
Rural
Basic
1
13
659
6
2022-11-25 15:21:39.204790
Poor
No
Monthly
Apartment
2,201
1,162,181
43
Female
6,530
Single
4
High School
null
39.84826
Rural
Comprehensive
1
19
849
9
2023-05-18 15:21:39.134960
null
Yes
Daily
House
1,061
1,162,182
52
Female
2,098
Divorced
3
High School
null
null
Urban
Basic
null
18
390
3
2024-06-14 15:21:39.174719
Poor
Yes
Daily
Condo
1,867
1,162,183
19
Male
20,536
Divorced
4
High School
Unemployed
44.906221
Suburban
Premium
null
13
762
9
2020-12-27 15:21:39.276901
Poor
No
Rarely
Apartment
126
1,162,184
51
Female
47,824
Single
null
High School
Unemployed
18.07637
Suburban
Basic
1
1
398
7
2020-03-26 15:21:39.233998
Good
Yes
Rarely
Apartment
397
1,162,185
42
Female
10,891
Married
4
PhD
Employed
28.3108
Rural
Comprehensive
null
0
543
6
2020-12-01 15:21:39.237118
Poor
No
Weekly
House
1,422
1,162,186
47
Female
13,861
Married
0
Master's
Self-Employed
40.684848
Urban
Comprehensive
null
16
482
6
2023-05-29 15:21:39.228521
Poor
No
Monthly
House
835
1,162,187
41
Female
34,753
Divorced
0
PhD
Unemployed
41.058947
Urban
Premium
null
3
513
1
2021-09-02 15:21:39.191219
Average
Yes
Weekly
House
1,476
1,162,188
35
Male
4,935
Single
0
PhD
null
31.056693
Rural
Basic
0
16
437
1
2022-05-12 15:21:39.155231
null
No
Weekly
Condo
1,117
1,162,189
31
Male
2,312
Married
3
PhD
Employed
18.010852
Suburban
Basic
0
9
623
9
2023-04-13 15:21:39.134960
Poor
Yes
Monthly
Condo
20
1,162,190
36
Male
null
Single
1
Master's
Employed
30.633851
Rural
Basic
1
8
755
7
2023-02-11 15:21:39.271453
null
No
Daily
House
2,131
1,162,191
35
Male
38,925
Single
4
PhD
null
19.680059
Rural
Comprehensive
null
10
783
8
2022-11-08 15:21:39.172097
Poor
No
Weekly
Condo
893
1,162,192
57
Male
7,053
Married
2
PhD
Unemployed
43.836161
Rural
Basic
0
2
584
1
2024-04-12 15:21:39.155231
Good
Yes
Weekly
Apartment
675
1,162,193
28
Female
3,939
Married
3
High School
Employed
8.636912
Suburban
Premium
0
19
null
2
2019-09-22 15:21:39.093681
Average
Yes
Rarely
House
686
1,162,194
59
Female
7,991
Divorced
1
Bachelor's
Unemployed
7.835272
Urban
Premium
0
0
682
2
2023-03-03 15:21:39.171102
Average
Yes
Daily
Apartment
616
1,162,195
52
Female
15,963
Married
2
PhD
Self-Employed
17.12332
Rural
Comprehensive
null
11
827
6
2022-11-16 15:21:39.237118
Poor
No
Weekly
House
1,072
1,162,196
47
Male
27,863
Divorced
0
PhD
null
36.96612
Suburban
Comprehensive
0
9
447
8
2021-05-22 15:21:39.102694
Average
No
Rarely
House
801
1,162,197
45
Female
8,791
Single
2
Master's
Employed
11.904006
Urban
Premium
2
9
710
5
2020-10-16 15:21:39.097737
Poor
No
Rarely
Apartment
1,350
1,162,198
30
Male
1,036
Single
null
Bachelor's
Self-Employed
null
Suburban
Basic
null
18
null
1
2022-05-06 15:21:39.134960
Good
No
Monthly
Condo
1,320
1,162,199
49
Male
57,770
Single
2
PhD
Self-Employed
23.181667
Suburban
Basic
0
14
null
5
2023-07-27 15:21:39.146733
Average
No
Daily
Condo
380