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
18,100
22
Male
37,103
Divorced
0
PhD
Unemployed
16.051977
Rural
Comprehensive
0
0
null
2
2022-04-15 15:21:39.261856
Good
No
Rarely
Condo
1,169
18,101
42
Male
6,344
Married
2
Bachelor's
Employed
29.922764
Urban
Premium
1
11
419
4
2024-02-29 15:21:39.114118
Poor
Yes
Daily
Condo
829
18,102
33
Female
43,970
Divorced
3
PhD
null
41.992166
Urban
Basic
0
12
478
4
2024-03-04 15:21:39.088124
null
No
Rarely
Apartment
546
18,103
47
Female
118,102
Divorced
2
PhD
Employed
25.826891
Urban
Premium
0
0
375
9
2020-06-01 15:21:39.208842
Good
No
Monthly
Condo
2,559
18,104
57
Male
132,348
Single
1
High School
Unemployed
31.510083
Rural
Basic
0
4
509
6
2023-10-18 15:21:39.123711
Poor
Yes
Rarely
Condo
101
18,105
21
Male
12,081
Single
0
Bachelor's
Self-Employed
25.047631
Urban
Premium
2
6
569
1
2024-04-26 15:21:39.168099
Poor
Yes
Weekly
Condo
721
18,106
23
Female
38,147
Single
2
Master's
Self-Employed
6.385082
Suburban
Basic
3
19
806
3
2021-12-16 15:21:39.279729
Average
No
Daily
Apartment
1,597
18,107
55
Female
24,986
Divorced
2
Master's
Unemployed
32.258844
Rural
Basic
0
9
667
2
2022-03-19 15:21:39.164044
Average
Yes
Weekly
House
1,035
18,108
39
Female
23,568
Divorced
4
Master's
Unemployed
13.796585
Rural
Comprehensive
1
15
748
6
2020-10-10 15:21:39.093681
Good
Yes
Daily
Apartment
1,139
18,109
60
Male
12,054
Divorced
0
PhD
Unemployed
20.181705
Rural
Comprehensive
null
14
642
4
2024-02-26 15:21:39.191219
Average
Yes
Weekly
Condo
1,175
18,110
29
Male
40,217
Divorced
3
High School
Unemployed
22.756639
Rural
Basic
null
7
716
9
2020-06-21 15:21:39.268507
Good
No
Rarely
Condo
875
18,111
28
Male
41,371
Divorced
2
Master's
Self-Employed
41.652306
Urban
Premium
null
10
615
1
2022-08-02 15:21:39.147735
Poor
No
Weekly
Apartment
518
18,112
51
Female
45,266
Married
null
PhD
Employed
5.773437
Urban
Premium
1
9
522
9
2023-10-01 15:21:39.207847
Good
Yes
Rarely
House
1,053
18,113
46
Female
6,912
Divorced
0
Master's
null
18.793826
Suburban
Comprehensive
0
9
837
8
2020-10-14 15:21:39.255696
Average
Yes
Rarely
House
884
18,114
62
Female
3,135
Married
0
Bachelor's
Unemployed
26.937185
Urban
Comprehensive
2
18
743
6
2021-06-28 15:21:39.237118
Poor
Yes
Rarely
Condo
1,101
18,115
25
Male
30,359
Divorced
4
PhD
null
24.059026
Suburban
Premium
0
9
595
9
2021-01-21 15:21:39.174719
Good
Yes
Rarely
House
60
18,116
20
Female
4,876
Divorced
1
High School
Self-Employed
32.237587
Urban
Premium
2
4
591
3
2023-01-13 15:21:39.134960
Good
Yes
Monthly
Condo
487
18,117
19
Female
989
Single
3
Bachelor's
Unemployed
14.296892
Suburban
Basic
0
4
569
2
2019-10-22 15:21:39.168099
Average
Yes
Rarely
Condo
2,065
18,118
61
Female
20,495
Married
3
Bachelor's
Employed
31.066237
Suburban
Basic
1
0
467
9
2021-11-29 15:21:39.237118
Average
No
Daily
Condo
1,253
18,119
27
Male
7,920
Married
null
Master's
Unemployed
7.730878
Rural
Premium
3
14
694
4
2022-10-29 15:21:39.155231
Poor
Yes
Daily
House
627
18,120
29
Male
145,660
Divorced
1
Master's
Unemployed
9.50702
Suburban
Basic
0
4
443
5
2020-08-15 15:21:39.235012
Good
Yes
Weekly
House
1,269
18,121
62
Female
42,967
Single
4
Master's
Employed
37.75463
Urban
Premium
5
13
814
5
2023-01-26 15:21:39.290098
Poor
Yes
Weekly
Condo
2,711
18,122
21
Female
61,916
Divorced
2
Master's
Employed
null
Rural
Basic
1
19
504
4
2023-02-27 15:21:39.185215
Average
No
Rarely
Apartment
925
18,123
39
Female
19,010
Divorced
0
High School
Self-Employed
23.698944
Urban
Premium
0
2
332
3
2020-06-27 15:21:39.192212
Average
Yes
Weekly
Condo
1,678
18,124
57
Male
30,983
Single
2
Bachelor's
Employed
24.550028
Rural
Basic
2
3
534
2
2024-07-13 15:21:39.155231
Poor
Yes
Monthly
House
755
18,125
34
Male
2,057
Married
2
High School
null
19.672328
Urban
Premium
0
5
752
4
2020-04-11 15:21:39.134960
null
Yes
Monthly
Condo
1,435
18,126
41
Female
117,909
Divorced
4
High School
Self-Employed
26.981406
Suburban
Premium
null
0
390
8
2021-10-24 15:21:39.122134
Good
Yes
Daily
House
821
18,127
38
Female
29,784
Married
0
PhD
Employed
48.41678
Rural
Comprehensive
0
1
797
8
2020-07-29 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,185
18,128
39
Male
17,227
Single
null
Bachelor's
null
10.516539
Suburban
Comprehensive
null
11
800
3
2020-05-13 15:21:39.155231
null
Yes
Weekly
House
3,433
18,129
49
Male
6,304
Married
1
Bachelor's
null
14.437868
Urban
Premium
0
9
616
5
2021-04-14 15:21:39.134960
Good
No
Weekly
Condo
1,719
18,130
18
Male
130,221
Divorced
3
PhD
Unemployed
37.007586
Suburban
Comprehensive
0
17
396
2
2023-07-19 15:21:39.208842
Good
Yes
Weekly
Apartment
612
18,131
43
Male
17,078
Married
null
Bachelor's
null
28.801436
Rural
Basic
1
7
740
1
2024-04-09 15:21:39.111551
Poor
Yes
Daily
Condo
1,209
18,132
60
Male
138,030
Married
3
Master's
null
27.072676
Urban
Basic
1
8
382
9
2024-01-14 15:21:39.155231
Poor
No
Monthly
Condo
1,303
18,133
37
Male
43,745
Married
4
High School
null
26.853609
Suburban
Basic
2
7
848
7
2023-04-04 15:21:39.229482
Poor
No
Daily
Apartment
1,521
18,134
52
Male
43,517
Married
1
Bachelor's
Employed
13.452297
Suburban
Basic
0
13
438
3
2022-06-17 15:21:39.124659
Good
No
Weekly
House
1,641
18,135
46
Male
20,179
Divorced
4
High School
Employed
6.722317
Suburban
Comprehensive
2
19
630
4
2023-01-03 15:21:39.282785
null
Yes
Monthly
Apartment
2,017
18,136
56
Female
40,454
Divorced
1
High School
Employed
43.180189
Urban
Comprehensive
1
13
626
6
2024-02-29 15:21:39.122134
Poor
No
Daily
House
1,174
18,137
43
Female
25,011
Divorced
2
Master's
null
48.779865
Urban
Comprehensive
null
2
778
5
2020-08-10 15:21:39.079128
Poor
Yes
Daily
House
943
18,138
46
Female
45,149
Married
3
Master's
null
31.674415
Rural
Basic
null
3
711
8
2023-04-22 15:21:39.126661
Average
No
Daily
House
719
18,139
33
Female
43,465
Divorced
0
Bachelor's
null
39.813903
Rural
Premium
1
0
776
7
2020-12-04 15:21:39.237118
Good
No
Monthly
Apartment
515
18,140
21
Female
26,862
Single
4
Bachelor's
Unemployed
13.494964
Rural
Comprehensive
null
12
382
9
2023-03-06 15:21:39.197445
Good
No
Monthly
House
956
18,141
37
Female
61,440
Divorced
2
Master's
Self-Employed
23.131338
Suburban
Comprehensive
2
4
824
7
2020-08-22 15:21:39.185215
null
No
Daily
Condo
3,284
18,142
41
Male
15,881
Single
0
Master's
null
13.244521
Suburban
Premium
1
17
577
6
2022-03-15 15:21:39.223901
Average
No
Rarely
Condo
927
18,143
25
Male
25,247
Divorced
2
High School
null
7.084978
Rural
Basic
0
16
841
9
2020-06-05 15:21:39.134960
Good
No
Rarely
House
50
18,144
62
Female
37,606
Married
0
Bachelor's
null
19.619031
Rural
Comprehensive
1
5
696
6
2020-05-09 15:21:39.134960
null
Yes
Monthly
Apartment
603
18,145
39
Male
20,498
Married
3
Master's
null
20.924453
Suburban
Basic
0
18
575
6
2023-08-25 15:21:39.194829
Poor
No
Monthly
Apartment
1,329
18,146
34
Female
1,545
Single
1
PhD
null
38.356502
Urban
Comprehensive
null
12
477
7
2022-04-08 15:21:39.110557
Average
Yes
Rarely
House
382
18,147
23
Female
50,818
Divorced
2
Bachelor's
Unemployed
26.898086
Rural
Comprehensive
2
18
754
4
2024-06-28 15:21:39.237118
Good
Yes
Rarely
Condo
3,138
18,148
38
Female
23,974
Divorced
3
Bachelor's
Employed
10.984199
Urban
Premium
null
10
null
8
2022-08-23 15:21:39.265513
Good
Yes
Weekly
Apartment
1,576
18,149
52
Male
6,918
Divorced
3
High School
Employed
null
Urban
Comprehensive
0
12
813
1
2023-09-11 15:21:39.207847
Poor
No
Rarely
Condo
1,479
18,150
20
Male
564
Divorced
1
PhD
Unemployed
28.417825
Suburban
Premium
null
4
513
5
2023-01-15 15:21:39.126661
Poor
No
Weekly
Apartment
2,133
18,151
62
Female
12,881
Single
2
PhD
Self-Employed
46.907305
Suburban
Premium
null
7
366
4
2024-04-10 15:21:39.189223
Poor
No
Monthly
Condo
461
18,152
26
Female
81,185
Divorced
1
Bachelor's
Employed
49.266494
Suburban
Premium
1
0
408
2
2022-06-19 15:21:39.134960
Good
Yes
Rarely
Apartment
534
18,153
46
Male
29,542
Single
3
High School
null
15.513939
Rural
Basic
1
15
749
1
2019-11-16 15:21:39.155231
Poor
No
Daily
Apartment
321
18,154
38
Male
61,438
Divorced
3
PhD
null
49.247867
Rural
Premium
null
1
365
9
2023-12-21 15:21:39.144722
Average
No
Daily
Apartment
280
18,155
44
Female
60,175
Divorced
3
Master's
null
38.913373
Rural
Premium
null
1
397
2
2019-11-06 15:21:39.283783
Good
Yes
Daily
Apartment
807
18,156
32
Male
23,604
Married
1
Master's
Unemployed
38.818993
Urban
Basic
1
17
null
3
2020-03-28 15:21:39.155231
Average
No
Daily
House
1,531
18,157
19
Male
141,689
Divorced
1
PhD
null
30.474803
Rural
Basic
1
4
497
6
2020-10-22 15:21:39.134960
Average
No
Weekly
Condo
265
18,158
22
Female
71,020
Married
3
PhD
null
49.177557
Urban
Comprehensive
2
14
838
8
2023-08-13 15:21:39.134960
Average
No
Monthly
Apartment
3,279
18,159
36
Female
14,042
Single
0
Bachelor's
Unemployed
25.068589
Urban
Comprehensive
1
11
null
3
2024-04-17 15:21:39.079128
Average
Yes
Daily
Condo
20
18,160
37
Female
5,907
Married
3
High School
Unemployed
48.889973
Suburban
Comprehensive
2
7
652
3
2020-04-03 15:21:39.083497
Poor
Yes
Weekly
Apartment
485
18,161
23
Male
6,093
Divorced
4
High School
null
23.156879
Suburban
Premium
0
5
733
3
2020-05-18 15:21:39.190215
Average
Yes
Weekly
Apartment
587
18,162
54
Male
38,212
null
1
Bachelor's
null
49.569142
Urban
Basic
1
4
788
4
2020-10-06 15:21:39.080184
Poor
No
Daily
House
2,619
18,163
37
Male
39,082
Married
2
Master's
Self-Employed
20.35254
Rural
Basic
null
15
456
7
2024-03-27 15:21:39.155231
Poor
No
Monthly
Condo
2,931
18,164
44
Male
2,424
Single
2
PhD
Unemployed
40.417637
Urban
Comprehensive
2
0
607
8
2020-07-19 15:21:39.226954
Good
Yes
Rarely
Condo
3,760
18,165
27
Male
44,101
Married
4
High School
Self-Employed
12.487815
Suburban
Basic
0
14
690
7
2023-08-14 15:21:39.171102
Good
Yes
Daily
Condo
835
18,166
19
Male
23,755
Married
3
Bachelor's
null
49.505511
Rural
Comprehensive
0
10
806
3
2022-10-21 15:21:39.165120
Average
Yes
Rarely
Apartment
857
18,167
45
Female
82,378
Single
1
PhD
null
25.39537
Rural
Basic
1
4
835
1
2023-04-28 15:21:39.237118
null
Yes
Daily
Apartment
142
18,168
40
Male
24,722
Divorced
0
Bachelor's
Self-Employed
34.262478
Rural
Comprehensive
1
10
548
2
2023-12-11 15:21:39.155231
Poor
Yes
Daily
House
1,146
18,169
61
Male
58,832
Single
4
Master's
Unemployed
32.660066
Rural
Premium
1
14
431
9
2020-07-22 15:21:39.282785
Average
Yes
Daily
Condo
653
18,170
32
Male
2,232
Divorced
1
Bachelor's
null
22.235656
Suburban
Premium
0
2
702
4
2019-10-12 15:21:39.271453
Good
No
Rarely
Apartment
2,113
18,171
18
Female
14,094
Divorced
4
High School
Employed
40.574433
Urban
Comprehensive
1
15
716
6
2021-08-19 15:21:39.134960
Good
No
Monthly
Condo
1,214
18,172
24
Female
92,482
Divorced
3
High School
Unemployed
25.2377
Rural
Premium
1
15
719
9
2023-10-19 15:21:39.155231
Poor
No
Rarely
Condo
169
18,173
58
Female
38,256
Divorced
3
Bachelor's
Employed
42.817362
Urban
Premium
1
2
502
9
2023-02-25 15:21:39.086123
Good
Yes
Rarely
Condo
1,870
18,174
21
Male
3,276
Married
null
High School
null
37.56436
Urban
Premium
null
12
823
4
2019-10-12 15:21:39.087123
Average
Yes
Rarely
Condo
1,624
18,175
50
Female
605
Single
3
High School
null
17.23648
Suburban
Basic
2
10
null
7
2021-01-19 15:21:39.184157
Average
Yes
Rarely
Apartment
705
18,176
21
Male
17,398
Married
2
PhD
null
8.945009
Suburban
Premium
1
15
727
9
2021-07-04 15:21:39.134960
Poor
Yes
Weekly
Condo
1,206
18,177
61
Male
3,105
Married
4
Master's
Self-Employed
52.053971
Suburban
Comprehensive
0
12
547
8
2024-03-05 15:21:39.196387
Poor
Yes
Daily
Condo
928
18,178
50
Female
554
Single
null
PhD
Employed
23.650071
Rural
Comprehensive
3
4
766
3
2022-03-19 15:21:39.199447
Good
No
Rarely
Condo
1,744
18,179
35
Male
36,241
Married
1
High School
Self-Employed
null
Urban
Premium
1
13
692
1
2020-07-12 15:21:39.092127
Good
Yes
Monthly
House
1,162
18,180
null
Female
25,388
Single
0
Bachelor's
Unemployed
24.839575
Suburban
Basic
0
1
513
6
2022-10-07 15:21:39.274993
Average
Yes
Rarely
Condo
2,305
18,181
29
Female
85,594
Married
1
Master's
Unemployed
11.38786
Rural
Basic
null
16
449
4
2024-03-30 15:21:39.173834
Average
Yes
Daily
House
1,190
18,182
52
Female
11,933
Divorced
2
Bachelor's
null
25.589991
Rural
Basic
0
10
453
5
2020-03-15 15:21:39.134960
Poor
Yes
Monthly
Apartment
4,517
18,183
37
Female
25,776
Divorced
0
PhD
Employed
25.307721
Urban
Basic
1
16
548
5
2021-05-20 15:21:39.125660
Average
Yes
Daily
Condo
1,128
18,184
23
Male
35,754
Single
0
Bachelor's
Employed
22.243396
Suburban
Comprehensive
null
5
787
2
2023-09-27 15:21:39.085129
Average
Yes
Weekly
House
1,867
18,185
61
Female
31,679
Married
3
Bachelor's
null
34.767857
Rural
Premium
2
7
765
3
2023-05-19 15:21:39.279729
Good
No
Monthly
Condo
596
18,186
57
Female
30,963
Single
3
Bachelor's
Self-Employed
21.782274
Rural
Comprehensive
1
5
434
2
2021-09-06 15:21:39.092127
Good
No
Rarely
Condo
249
18,187
40
Female
29,097
Divorced
3
Bachelor's
null
33.547886
Rural
Basic
null
16
592
2
2020-01-09 15:21:39.155231
Average
No
Daily
Condo
473
18,188
44
Male
8,614
Single
0
Master's
Self-Employed
7.670436
Rural
Premium
1
0
808
2
2020-08-23 15:21:39.194829
Average
Yes
Daily
House
617
18,189
34
Female
1,112
Married
1
Bachelor's
Unemployed
25.581737
Rural
Comprehensive
2
11
788
3
2020-07-22 15:21:39.155231
Good
No
Monthly
House
688
18,190
34
Female
5,169
Married
0
Bachelor's
Unemployed
28.008848
Urban
Premium
1
5
417
9
2021-10-02 15:21:39.172097
Average
Yes
Weekly
Condo
2,142
18,191
51
Female
23,258
Married
1
PhD
Unemployed
19.936255
Suburban
Premium
null
4
564
1
2020-08-10 15:21:39.256696
Poor
No
Monthly
Apartment
979
18,192
36
Male
134,448
Single
1
Bachelor's
Employed
7.837651
Urban
Premium
0
8
438
2
2020-11-22 15:21:39.265513
Average
Yes
Weekly
Apartment
1,113
18,193
60
Male
4,623
Married
0
PhD
Unemployed
11.385907
Urban
Comprehensive
null
2
476
7
2020-01-21 15:21:39.155231
Poor
Yes
Monthly
House
22
18,194
62
Female
27,126
Divorced
null
Master's
Employed
34.128329
Suburban
Comprehensive
null
14
772
9
2021-04-09 15:21:39.232526
Average
No
Daily
Apartment
3,075
18,195
49
Male
30,983
Single
1
High School
null
13.018661
Urban
Basic
1
11
572
8
2021-09-29 15:21:39.147735
Average
Yes
Daily
House
1,300
18,196
51
Male
1,098
Married
1
High School
Unemployed
20.746999
Urban
Comprehensive
0
12
null
1
2024-03-18 15:21:39.279729
Good
Yes
Rarely
Apartment
33
18,197
33
Male
39,083
Single
3
PhD
null
46.47339
Rural
Comprehensive
null
10
807
5
2022-12-30 15:21:39.101733
Good
Yes
Daily
House
1,361
18,198
19
Female
16,195
Divorced
3
PhD
Unemployed
30.764831
Rural
Basic
0
1
796
9
2020-11-05 15:21:39.146733
null
No
Daily
Condo
991
18,199
59
Male
5,471
Married
4
Master's
Employed
21.816171
Suburban
Basic
null
7
433
5
2024-04-26 15:21:39.261856
Poor
No
Daily
Apartment
526