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
46,100
62
Female
18,087
Married
0
Bachelor's
Employed
8.39756
Urban
Comprehensive
0
11
null
2
2023-06-11 15:21:39.226954
Good
Yes
Weekly
Apartment
648
46,101
45
Male
21,661
Single
0
High School
Unemployed
19.717872
Suburban
Basic
1
5
513
4
2023-09-05 15:21:39.155231
Poor
Yes
Daily
House
2,918
46,102
39
Female
3,905
Single
0
High School
null
19.149701
Urban
Comprehensive
1
14
718
2
2021-04-03 15:21:39.122134
Good
No
Monthly
House
35
46,103
27
Female
44,746
Married
4
Bachelor's
null
33.814779
Suburban
Premium
1
1
816
8
2021-04-26 15:21:39.223901
Good
No
Daily
Condo
830
46,104
42
Male
17,227
Single
3
High School
null
22.929056
Urban
Premium
1
0
685
3
2021-08-04 15:21:39.237118
Average
No
Weekly
Condo
615
46,105
18
Male
57,589
Divorced
0
PhD
Self-Employed
32.944762
Urban
Premium
null
12
351
6
2020-07-05 15:21:39.134960
Good
No
Weekly
Condo
904
46,106
64
Female
142,290
Married
4
Master's
null
15.611397
Rural
Basic
1
12
413
6
2023-01-20 15:21:39.249100
Poor
No
Daily
Condo
2,093
46,107
41
Male
33,069
Single
4
Master's
Self-Employed
12.898982
Rural
Premium
0
14
336
6
2022-03-21 15:21:39.134960
Poor
Yes
Weekly
Apartment
778
46,108
27
Male
null
Divorced
3
PhD
Employed
49.079123
Urban
Comprehensive
2
16
586
9
2021-07-15 15:21:39.172097
Good
No
Weekly
House
69
46,109
30
Female
2,840
Married
4
Bachelor's
Employed
24.923377
Urban
Premium
2
18
679
7
2022-01-04 15:21:39.134960
Good
No
Monthly
House
2,221
46,110
64
Female
865
Divorced
2
Master's
Self-Employed
30.746709
Suburban
Premium
0
1
461
9
2020-10-29 15:21:39.261856
Poor
Yes
Rarely
Condo
284
46,111
45
Male
44,943
Single
2
PhD
Self-Employed
20.647956
Rural
Premium
0
16
727
3
2021-02-19 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,595
46,112
25
Male
145,053
Divorced
3
Bachelor's
Self-Employed
40.93601
Suburban
Premium
1
12
338
2
2021-01-31 15:21:39.254678
Good
Yes
Rarely
House
1,095
46,113
55
Male
102,935
Divorced
null
High School
null
21.598891
Urban
Basic
2
8
703
4
2021-02-11 15:21:39.186212
Poor
No
Weekly
House
313
46,114
47
Male
559
Married
1
High School
null
32.948459
Suburban
Comprehensive
2
13
648
4
2020-05-20 15:21:39.098696
Good
Yes
Daily
Apartment
496
46,115
26
Female
1,220
Married
1
Bachelor's
null
18.786699
Urban
Comprehensive
2
6
635
5
2024-01-31 15:21:39.134960
Average
No
Weekly
Apartment
679
46,116
26
Female
22,079
Divorced
0
Bachelor's
Unemployed
12.106097
Suburban
Premium
2
17
788
8
2022-09-06 15:21:39.081504
Poor
Yes
Daily
Apartment
1,465
46,117
38
Male
136,918
Divorced
4
Master's
Self-Employed
14.008539
Rural
Premium
1
7
441
3
2021-10-27 15:21:39.263607
Average
No
Weekly
House
333
46,118
43
Female
43,884
Divorced
4
Master's
Self-Employed
9.057467
Rural
Basic
3
16
509
6
2022-03-17 15:21:39.155231
Good
Yes
Daily
Apartment
1,836
46,119
51
Female
24,983
Married
1
Bachelor's
Employed
33.049093
Urban
Comprehensive
null
2
null
6
2022-07-02 15:21:39.134960
Good
No
Daily
Apartment
1,414
46,120
50
Male
27,480
Divorced
3
Master's
Unemployed
8.142785
Suburban
Basic
0
19
687
2
2019-11-16 15:21:39.111551
Good
No
Weekly
Condo
1,823
46,121
27
Female
28,307
Single
1
PhD
Self-Employed
15.091723
Rural
Premium
0
18
576
8
2022-07-01 15:21:39.281787
Good
No
Rarely
House
589
46,122
37
Male
27,705
Divorced
null
High School
Self-Employed
5.913754
Urban
Premium
1
4
587
4
2022-07-03 15:21:39.250151
Average
Yes
Weekly
House
1,690
46,123
20
Female
2,698
Married
2
High School
Self-Employed
24.907318
Suburban
Basic
4
8
676
4
2024-06-05 15:21:39.268507
Poor
Yes
Rarely
House
24
46,124
46
Female
10,198
Divorced
0
PhD
Employed
15.908784
Rural
Comprehensive
null
2
657
5
2023-03-04 15:21:39.211806
Good
No
Weekly
Apartment
1,489
46,125
45
Female
54,588
Single
2
High School
Employed
40.027824
Urban
Premium
0
1
439
3
2023-07-13 15:21:39.134960
Good
No
Rarely
Condo
38
46,126
33
Male
18,114
Single
null
Master's
null
8.55488
Suburban
Basic
null
0
677
8
2020-03-30 15:21:39.224915
Good
No
Rarely
Apartment
557
46,127
37
Female
29,530
Divorced
null
PhD
Employed
25.894912
Urban
Comprehensive
0
0
822
1
2019-11-05 15:21:39.192212
Poor
Yes
Daily
House
1,528
46,128
32
Male
5,928
Single
4
Master's
Self-Employed
36.937346
Rural
Basic
null
18
678
2
2021-08-27 15:21:39.202448
Good
Yes
Weekly
Condo
918
46,129
53
Female
45,934
Single
4
Master's
Employed
26.908274
Rural
Premium
2
12
639
1
2022-08-06 15:21:39.116179
Poor
Yes
Monthly
Condo
827
46,130
56
Female
18,008
Married
3
Bachelor's
null
34.131848
Rural
Premium
0
16
762
6
2020-03-14 15:21:39.274993
Good
No
Weekly
Condo
1,800
46,131
19
Male
124,748
Divorced
1
Bachelor's
Unemployed
10.898692
Rural
Basic
null
19
687
6
2023-05-01 15:21:39.237118
Average
No
Rarely
Condo
305
46,132
62
Male
65,309
Divorced
1
PhD
Unemployed
17.954041
Urban
Premium
0
16
368
8
2020-10-13 15:21:39.177724
Good
No
Monthly
Apartment
1,204
46,133
27
Female
null
Single
4
Bachelor's
Self-Employed
23.310947
Suburban
Comprehensive
null
15
469
3
2021-12-18 15:21:39.132191
Good
Yes
Monthly
Apartment
30
46,134
28
Male
5,739
Married
3
High School
Self-Employed
31.253838
Urban
Premium
1
13
821
5
2023-01-14 15:21:39.237118
Average
Yes
Weekly
House
487
46,135
33
Female
28,991
Single
4
Master's
Employed
25.901517
Rural
Premium
0
3
null
7
2023-09-23 15:21:39.178918
null
Yes
Weekly
House
696
46,136
55
Female
null
Married
3
High School
null
39.053865
Urban
Premium
5
11
667
7
2020-07-08 15:21:39.237118
null
Yes
Monthly
House
805
46,137
25
Male
17,576
Married
4
Bachelor's
Employed
15.663653
Rural
Basic
null
4
703
9
2023-12-04 15:21:39.282785
Good
Yes
Rarely
Condo
736
46,138
42
Male
93,759
Divorced
null
High School
null
41.443109
Urban
Comprehensive
3
14
795
2
2021-05-20 15:21:39.189223
Average
No
Monthly
Apartment
43
46,139
63
Female
4,680
Divorced
4
Bachelor's
Employed
14.125789
Suburban
Comprehensive
null
17
521
5
2019-10-30 15:21:39.177724
Poor
No
Monthly
Apartment
1,716
46,140
46
Male
37,384
Married
null
High School
Employed
47.717609
Suburban
Premium
1
11
null
7
2020-02-18 15:21:39.134960
Average
No
Weekly
Condo
1,368
46,141
21
Female
33,962
Married
1
High School
Unemployed
47.738769
Suburban
Basic
2
11
388
3
2022-03-03 15:21:39.134960
Good
Yes
Rarely
Condo
36
46,142
49
Male
null
Married
3
Bachelor's
Employed
12.166491
Rural
Premium
1
19
433
3
2023-01-10 15:21:39.222387
Poor
Yes
Weekly
House
2,347
46,143
22
Female
27,894
Divorced
2
High School
Unemployed
49.812446
Rural
Comprehensive
null
9
838
3
2022-04-07 15:21:39.201446
Good
Yes
Monthly
Condo
542
46,144
50
Female
24,886
Married
2
Master's
Employed
33.929112
Urban
Basic
0
14
801
6
2022-01-31 15:21:39.184157
Average
Yes
Monthly
Apartment
1,403
46,145
44
Male
3,278
Married
1
Master's
Employed
49.547318
Suburban
Premium
1
16
560
3
2020-05-26 15:21:39.108562
Good
Yes
Rarely
House
3,687
46,146
36
Female
2,818
Single
4
Bachelor's
Employed
12.826891
Rural
Premium
1
1
727
1
2023-10-09 15:21:39.181605
null
Yes
Daily
Apartment
1,752
46,147
41
Male
120,952
Married
1
PhD
null
22.689618
Urban
Comprehensive
0
11
845
9
2024-02-21 15:21:39.087123
Good
No
Monthly
Condo
362
46,148
33
Female
3,813
Divorced
4
Bachelor's
Unemployed
30.39055
Urban
Basic
1
12
382
8
2020-03-19 15:21:39.134960
null
No
Monthly
Condo
962
46,149
49
Female
10,016
Divorced
3
Master's
null
51.012548
Suburban
Premium
null
11
551
5
2020-02-17 15:21:39.190215
Poor
Yes
Daily
Condo
1,639
46,150
51
Female
5,988
Divorced
3
Bachelor's
Unemployed
25.015813
Urban
Premium
null
5
621
2
2022-03-23 15:21:39.194829
Poor
Yes
Rarely
Condo
826
46,151
42
Female
8,054
Divorced
3
Master's
null
null
Urban
Basic
1
6
631
2
2023-07-05 15:21:39.134960
Average
No
Weekly
Apartment
803
46,152
63
Female
8,074
Divorced
2
PhD
Self-Employed
39.936267
Urban
Basic
null
0
728
6
2023-02-02 15:21:39.250151
Average
Yes
Daily
House
1,001
46,153
49
Male
78,903
Married
2
Master's
Employed
12.45581
Rural
Comprehensive
3
6
513
8
2019-11-10 15:21:39.255696
null
No
Daily
Apartment
1,584
46,154
57
Male
3,231
Divorced
3
Bachelor's
null
32.176612
Rural
Comprehensive
null
5
494
4
2022-05-03 15:21:39.146733
Good
No
Weekly
Condo
1,479
46,155
56
Female
83,516
Married
1
PhD
Unemployed
17.868709
Suburban
Comprehensive
0
7
398
1
2021-07-16 15:21:39.166062
Good
No
Rarely
House
1,374
46,156
62
Female
127,584
Single
1
Bachelor's
null
null
Rural
Premium
0
19
471
5
2024-07-31 15:21:39.091080
Good
Yes
Rarely
House
794
46,157
54
Male
11,589
Divorced
null
High School
Unemployed
40.595316
Rural
Comprehensive
0
7
646
3
2022-07-26 15:21:39.146733
Average
Yes
Rarely
Apartment
482
46,158
23
Male
43,891
Single
3
High School
null
12.876223
Rural
Comprehensive
null
16
null
3
2021-11-06 15:21:39.208842
Poor
Yes
Monthly
Apartment
1,176
46,159
25
Male
45,612
Single
0
Master's
Unemployed
43.451346
Urban
Basic
3
10
null
5
2023-07-28 15:21:39.134960
Good
No
Daily
Condo
2,289
46,160
38
Male
918
Divorced
0
Master's
null
12.564295
Urban
Premium
1
7
813
7
2022-03-13 15:21:39.143708
Average
No
Weekly
Condo
2,197
46,161
21
Male
10,178
Married
3
Master's
Unemployed
49.94814
Urban
Comprehensive
null
6
570
1
2020-02-08 15:21:39.134960
Average
No
Monthly
House
2,373
46,162
41
Male
12,642
Divorced
1
Bachelor's
Self-Employed
20.764693
Rural
Premium
null
1
825
2
2022-10-23 15:21:39.237118
Good
No
Daily
Apartment
829
46,163
63
Female
33,018
Single
1
Master's
Self-Employed
21.564261
Rural
Comprehensive
null
2
null
8
2021-12-26 15:21:39.097737
Good
No
Rarely
Condo
998
46,164
30
Female
37,881
Divorced
null
PhD
Unemployed
16.894469
Urban
Basic
0
12
846
3
2019-10-06 15:21:39.155231
Poor
Yes
Weekly
House
2,791
46,165
28
Female
25,168
Married
1
High School
null
14.587765
Rural
Comprehensive
2
12
847
9
2021-07-15 15:21:39.134960
Good
No
Monthly
Apartment
519
46,166
47
Male
73,361
Divorced
0
PhD
Self-Employed
11.687625
Urban
Premium
null
17
848
8
2021-11-27 15:21:39.090124
Average
Yes
Rarely
House
283
46,167
26
Female
8,242
Married
0
Master's
null
31.847835
Urban
Premium
null
15
637
3
2023-01-31 15:21:39.166062
Good
Yes
Weekly
House
696
46,168
24
Female
29,091
Divorced
0
High School
Self-Employed
31.839467
Rural
Premium
1
0
482
7
2022-09-19 15:21:39.255696
Average
No
Weekly
House
1,565
46,169
52
Male
33,213
Divorced
4
High School
Unemployed
26.715248
Urban
Premium
0
10
812
4
2021-08-28 15:21:39.133866
Good
No
Monthly
Condo
200
46,170
35
Female
87,139
Married
3
Master's
Self-Employed
31.724592
Urban
Comprehensive
1
5
334
4
2020-03-08 15:21:39.150730
Average
Yes
Monthly
Condo
213
46,171
59
Male
61,632
Divorced
0
Bachelor's
Unemployed
12.746374
Rural
Premium
1
6
501
6
2021-08-08 15:21:39.129190
Good
Yes
Weekly
Apartment
421
46,172
62
Female
26,861
Married
3
High School
null
25.885082
Rural
Comprehensive
null
1
662
8
2024-02-10 15:21:39.237118
Average
Yes
Daily
Apartment
1,746
46,173
19
Female
null
Single
0
PhD
Unemployed
26.013602
Suburban
Comprehensive
1
12
388
4
2020-04-16 15:21:39.244069
Average
Yes
Weekly
Condo
837
46,174
49
Male
83,895
Single
3
Bachelor's
Unemployed
21.591325
Urban
Comprehensive
0
0
394
4
2023-12-18 15:21:39.167099
Good
No
Monthly
Condo
468
46,175
61
Male
null
Divorced
4
Bachelor's
Unemployed
37.07803
Rural
Basic
null
1
434
1
2024-01-25 15:21:39.254678
Average
No
Weekly
Condo
2,031
46,176
45
Male
45,610
Divorced
4
PhD
null
8.935201
Rural
Comprehensive
null
6
595
6
2020-04-21 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,168
46,177
28
Male
null
Divorced
3
Master's
null
10.078991
Rural
Basic
null
16
318
4
2021-10-08 15:21:39.218388
Average
No
Weekly
Condo
33
46,178
63
Female
null
Married
2
Bachelor's
null
18.80781
Urban
Basic
0
8
393
6
2019-11-24 15:21:39.155231
Good
Yes
Weekly
Condo
1,466
46,179
33
Male
29,669
Divorced
3
High School
Self-Employed
30.256726
Rural
Comprehensive
1
7
535
9
2021-10-09 15:21:39.091080
Poor
Yes
Daily
House
1,203
46,180
38
Male
39,737
Divorced
1
PhD
null
20.836654
Urban
Basic
1
1
526
6
2023-04-24 15:21:39.155231
Good
Yes
Weekly
House
1,709
46,181
51
Female
59,470
Divorced
3
PhD
Employed
46.574688
Urban
Comprehensive
null
3
341
3
2023-12-26 15:21:39.271453
Good
Yes
Weekly
House
1,524
46,182
26
Male
53,512
Married
2
High School
Unemployed
32.382467
Rural
Comprehensive
0
6
384
6
2020-02-05 15:21:39.086123
Average
Yes
Rarely
Apartment
305
46,183
20
Female
1,783
Single
2
High School
null
32.051314
Rural
Basic
null
18
null
8
2023-05-05 15:21:39.147735
Poor
Yes
Rarely
Apartment
2,732
46,184
50
Male
5,739
Divorced
1
Bachelor's
Self-Employed
15.966803
Rural
Basic
null
6
667
9
2022-09-04 15:21:39.167099
Poor
Yes
Monthly
House
727
46,185
50
Male
50,006
Divorced
1
Master's
Employed
27.085247
Suburban
Premium
3
16
416
7
2024-01-18 15:21:39.271453
Poor
No
Monthly
Condo
3,300
46,186
61
Female
7,053
Single
4
PhD
Unemployed
17.827489
Urban
Comprehensive
null
15
661
5
2022-05-02 15:21:39.134960
Good
No
Weekly
Apartment
919
46,187
18
Male
46,886
Single
1
Master's
Unemployed
37.91423
Rural
Basic
1
11
775
7
2021-06-19 15:21:39.155231
Good
No
Daily
Apartment
124
46,188
34
Male
15,104
Married
1
PhD
Self-Employed
8.566919
Suburban
Premium
1
3
548
3
2022-11-08 15:21:39.255696
null
Yes
Monthly
House
893
46,189
54
Female
31,006
Married
2
PhD
null
24.039794
Urban
Basic
1
19
819
6
2023-05-26 15:21:39.285112
Good
No
Rarely
Condo
2,678
46,190
40
Male
null
Divorced
4
Master's
Unemployed
30.169944
Suburban
Basic
null
15
null
9
2023-06-19 15:21:39.154008
Average
Yes
Rarely
Condo
112
46,191
45
Male
22,164
Single
null
PhD
Employed
28.052806
Suburban
Premium
1
8
465
3
2019-10-05 15:21:39.213373
Poor
Yes
Daily
House
477
46,192
58
Female
28,883
Divorced
2
Master's
Self-Employed
26.887211
Urban
Comprehensive
1
0
722
7
2022-04-13 15:21:39.208842
Poor
No
Daily
Apartment
782
46,193
20
Male
46,346
Married
1
Master's
Employed
14.125789
Urban
Basic
3
17
478
9
2021-04-09 15:21:39.180231
Average
Yes
Daily
Apartment
988
46,194
56
Female
56,638
Single
null
Master's
Employed
51.444866
Rural
Comprehensive
null
16
658
6
2022-02-05 15:21:39.261856
Poor
No
Monthly
Condo
2,346
46,195
37
Male
44,257
Single
3
PhD
Unemployed
42.567117
Urban
Premium
3
7
782
5
2021-10-14 15:21:39.151732
null
No
Weekly
Condo
709
46,196
50
Male
24,293
Single
3
Bachelor's
Self-Employed
22.481235
Urban
Comprehensive
0
6
646
5
2022-11-19 15:21:39.081504
Average
Yes
Rarely
Apartment
807
46,197
49
Female
52,840
Married
1
Bachelor's
Unemployed
10.272262
Suburban
Premium
1
19
736
7
2024-01-26 15:21:39.206847
Good
Yes
Rarely
Condo
110
46,198
43
Male
18,096
Single
4
PhD
Employed
5.817435
Rural
Comprehensive
null
18
636
2
2021-04-24 15:21:39.086123
Good
No
Daily
House
474
46,199
58
Male
43,440
Married
3
High School
Self-Employed
25.34171
Urban
Basic
1
4
null
6
2022-01-08 15:21:39.099739
Average
Yes
Rarely
House
602