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
54,100
20
Female
92,666
Divorced
3
PhD
Unemployed
29.944212
Rural
Premium
0
1
493
8
2023-04-05 15:21:39.259788
null
No
Monthly
House
1,128
54,101
51
Female
11,046
Single
0
PhD
null
49.178302
Suburban
Basic
null
10
658
5
2020-05-31 15:21:39.237118
Good
Yes
Weekly
House
881
54,102
48
Female
null
Married
4
High School
Self-Employed
9.981485
Suburban
Comprehensive
null
1
668
5
2024-01-25 15:21:39.089116
null
No
Daily
Condo
2,035
54,103
45
Female
5,093
Single
4
PhD
Unemployed
48.912567
Suburban
Comprehensive
null
19
820
5
2021-09-04 15:21:39.132191
Good
Yes
Rarely
House
497
54,104
23
Female
100,122
Divorced
4
PhD
null
17.881279
Suburban
Basic
2
16
497
9
2022-12-23 15:21:39.281787
Average
Yes
Daily
Apartment
202
54,105
37
Female
39,803
Single
1
Bachelor's
Self-Employed
36.914285
Suburban
Comprehensive
1
6
467
8
2020-06-02 15:21:39.134960
Good
No
Monthly
Apartment
556
54,106
33
Male
2,934
Divorced
4
Master's
null
42.813152
Rural
Basic
1
12
511
5
2020-02-17 15:21:39.283783
Good
No
Monthly
Condo
60
54,107
30
Female
62,210
Divorced
4
High School
Unemployed
25.268096
Suburban
Premium
0
5
361
4
2021-12-16 15:21:39.208842
Good
No
Weekly
Apartment
542
54,108
58
Female
2,415
Single
0
PhD
Self-Employed
16.906119
Rural
Comprehensive
1
5
782
6
2021-02-25 15:21:39.134960
Average
Yes
Weekly
House
3,345
54,109
20
Female
6,929
Single
4
Bachelor's
Employed
33.235461
Suburban
Comprehensive
null
18
406
9
2022-10-19 15:21:39.092127
Average
Yes
Weekly
Apartment
642
54,110
60
Female
66,530
Single
1
PhD
Unemployed
34.719083
Rural
Comprehensive
2
6
473
9
2021-08-31 15:21:39.155231
Average
Yes
Rarely
Apartment
2,104
54,111
49
Male
5,513
null
1
High School
Unemployed
17.275724
Suburban
Basic
2
0
null
6
2023-02-23 15:21:39.225916
Good
Yes
Monthly
Apartment
563
54,112
30
Male
11,916
Married
3
Master's
null
5.092306
Urban
Premium
1
8
554
2
2022-05-06 15:21:39.237118
Average
No
Monthly
Apartment
806
54,113
53
Male
27,382
Married
4
Bachelor's
Employed
40.914539
Rural
Basic
1
9
544
8
2020-09-02 15:21:39.274993
Good
Yes
Monthly
Apartment
989
54,114
null
Male
1,526
Divorced
null
Master's
null
34.059895
Suburban
Comprehensive
2
3
614
8
2023-05-22 15:21:39.190215
Average
No
Daily
House
2,981
54,115
61
Male
34,117
Married
2
PhD
Employed
19.766589
Urban
Basic
null
9
513
5
2021-03-23 15:21:39.237118
Poor
Yes
Monthly
Condo
1,444
54,116
41
Male
null
Single
0
Master's
Unemployed
43.959839
Suburban
Premium
1
8
397
1
2022-05-02 15:21:39.121169
Poor
Yes
Monthly
Apartment
754
54,117
39
Male
23,590
Divorced
3
PhD
null
33.610062
Suburban
Comprehensive
null
5
623
2
2023-05-13 15:21:39.237118
Average
No
Rarely
Apartment
582
54,118
48
Male
34,656
Divorced
null
Master's
Self-Employed
35.416618
Urban
Comprehensive
0
10
559
3
2021-04-26 15:21:39.155231
Poor
No
Monthly
House
110
54,119
59
Male
43,884
Divorced
0
Master's
Employed
13.8294
Urban
Comprehensive
0
18
562
2
2020-01-09 15:21:39.095696
Poor
Yes
Rarely
Condo
515
54,120
47
Female
3,570
Single
0
High School
null
23.95296
Rural
Comprehensive
1
18
505
2
2020-10-01 15:21:39.108562
Good
Yes
Rarely
House
1,283
54,121
35
Male
20,303
Divorced
2
Master's
null
35.441055
Suburban
Basic
0
6
458
8
2021-10-14 15:21:39.121169
Good
No
Rarely
Apartment
1,245
54,122
55
Female
76,941
Married
1
Master's
Unemployed
27.078887
Rural
Basic
null
15
641
8
2022-04-25 15:21:39.085129
Good
No
Weekly
House
136
54,123
22
Male
1,927
Divorced
3
High School
Unemployed
28.996891
Suburban
Basic
0
13
604
7
2020-07-20 15:21:39.093681
null
Yes
Daily
Condo
1,927
54,124
30
Male
103,400
Divorced
0
High School
Unemployed
35.834894
Urban
Basic
1
2
315
8
2024-04-27 15:21:39.204790
null
Yes
Monthly
Apartment
1,299
54,125
36
Female
3,789
Married
null
Bachelor's
null
null
Suburban
Comprehensive
0
18
472
7
2022-10-04 15:21:39.175719
Good
Yes
Rarely
Apartment
1,168
54,126
48
Female
112,727
Single
2
Master's
Employed
22.955402
Suburban
Basic
1
10
411
5
2023-05-18 15:21:39.155231
Good
Yes
Monthly
Apartment
47
54,127
56
Male
39,726
Married
2
Bachelor's
Unemployed
7.983249
Urban
Premium
2
18
639
2
2023-12-07 15:21:39.187211
Good
Yes
Daily
Condo
1,033
54,128
39
Female
12,601
Married
4
Bachelor's
Unemployed
27.928151
Urban
Premium
1
4
397
8
2023-11-02 15:21:39.134960
Good
Yes
Weekly
Condo
1,634
54,129
23
Male
45,904
Divorced
0
Master's
null
8.773152
Suburban
Comprehensive
null
2
481
3
2020-02-28 15:21:39.208842
Poor
Yes
Monthly
Apartment
488
54,130
23
Female
100,836
Divorced
1
PhD
Employed
21.723755
Urban
Comprehensive
0
8
313
5
2023-02-06 15:21:39.276901
Poor
No
Monthly
Apartment
796
54,131
58
Female
25,235
Married
null
Bachelor's
Self-Employed
23.917547
Urban
Basic
null
13
559
7
2022-08-27 15:21:39.237118
Good
No
Rarely
House
1,620
54,132
46
Female
7,092
Divorced
0
Bachelor's
Unemployed
15.958603
Suburban
Comprehensive
null
12
589
9
2023-12-03 15:21:39.235012
Average
Yes
Weekly
Apartment
471
54,133
23
Male
18,957
Divorced
2
PhD
Unemployed
30.838455
Urban
Basic
1
19
553
1
2024-02-10 15:21:39.183598
Average
Yes
Weekly
House
674
54,134
48
Male
15,434
Divorced
4
Master's
Employed
11.835302
Urban
Comprehensive
null
17
462
6
2021-06-09 15:21:39.134960
Poor
No
Daily
Condo
2,090
54,135
24
Female
33,506
Single
3
Bachelor's
Employed
23.91001
Urban
Basic
null
17
647
1
2023-11-19 15:21:39.224915
Average
No
Monthly
Apartment
743
54,136
62
Male
43,972
Single
1
High School
null
16.569464
Urban
Comprehensive
0
18
499
5
2023-11-14 15:21:39.218388
Poor
No
Daily
House
1,595
54,137
41
Male
6,853
Single
2
Bachelor's
null
10.945681
Rural
Basic
1
0
651
4
2021-11-27 15:21:39.213373
Poor
No
Weekly
House
508
54,138
25
Male
93,474
Divorced
4
Bachelor's
Employed
9.879203
Suburban
Premium
3
13
677
8
2024-05-13 15:21:39.274993
Average
No
Weekly
Condo
2,580
54,139
52
Male
81,647
Married
2
High School
Unemployed
null
Urban
Premium
null
9
312
1
2024-07-11 15:21:39.245086
Good
Yes
Rarely
Apartment
1,466
54,140
21
Male
63,399
Married
3
Bachelor's
Unemployed
20.649541
Rural
Comprehensive
0
19
540
7
2020-02-14 15:21:39.090124
Average
Yes
Rarely
House
195
54,141
39
Female
10,420
Married
2
PhD
null
31.581564
Suburban
Basic
0
12
606
3
2024-07-30 15:21:39.170099
Good
Yes
Monthly
House
916
54,142
41
Male
79,378
Married
4
High School
Employed
21.764226
Rural
Basic
1
5
327
8
2024-03-09 15:21:39.155231
Poor
Yes
Rarely
House
302
54,143
44
Male
25,857
Married
null
PhD
Employed
6.094864
Suburban
Premium
0
17
625
6
2020-10-07 15:21:39.115178
Average
Yes
Weekly
Apartment
1,244
54,144
64
Male
42,354
Married
4
PhD
Employed
17.908662
Suburban
Comprehensive
null
0
565
8
2022-12-10 15:21:39.134960
Poor
Yes
Rarely
Condo
147
54,145
49
Female
78,238
Married
3
Bachelor's
null
37.939828
Rural
Premium
null
10
327
3
2023-12-29 15:21:39.226954
Average
No
Monthly
House
1,862
54,146
46
Male
438
null
4
PhD
Self-Employed
18.27135
Rural
Comprehensive
null
15
437
6
2022-12-29 15:21:39.169102
Poor
Yes
Monthly
Condo
1,537
54,147
31
Male
18,341
Divorced
1
High School
null
12.90884
Rural
Premium
2
16
831
1
2022-11-23 15:21:39.172097
Poor
No
Rarely
House
25
54,148
55
Male
122,067
Married
1
Bachelor's
Self-Employed
14.98881
Urban
Basic
1
10
728
7
2019-09-25 15:21:39.180553
Average
Yes
Monthly
House
2,236
54,149
28
Female
26,895
Single
4
High School
Unemployed
30.468613
Suburban
Comprehensive
null
10
679
2
2021-08-16 15:21:39.205850
Poor
Yes
Monthly
House
604
54,150
28
Male
2,840
Divorced
1
PhD
null
21.248079
Urban
Premium
3
18
511
9
2022-08-05 15:21:39.186212
Poor
Yes
Rarely
Apartment
1,504
54,151
42
Male
16,274
Divorced
2
Bachelor's
null
9.354551
Rural
Basic
3
3
538
1
2020-05-01 15:21:39.237118
Poor
No
Weekly
Apartment
20
54,152
47
Female
5,930
Divorced
3
Bachelor's
null
31.039297
Urban
Premium
1
14
558
6
2023-05-05 15:21:39.126661
Good
No
Rarely
Apartment
722
54,153
37
Female
5,857
Single
0
Master's
Self-Employed
34.578432
Rural
Basic
0
18
752
1
2021-02-08 15:21:39.185215
Average
No
Daily
House
1,436
54,154
31
Male
35,419
Divorced
0
High School
Self-Employed
32.744973
Rural
Premium
1
8
768
6
2024-06-04 15:21:39.237118
Poor
Yes
Weekly
Apartment
35
54,155
49
Male
934
Married
0
Master's
Self-Employed
34.838184
Urban
Premium
null
15
646
7
2023-01-11 15:21:39.155231
Good
No
Weekly
Apartment
2,147
54,156
58
Male
20,160
Married
null
High School
null
22.824536
Suburban
Comprehensive
0
18
718
1
2022-01-29 15:21:39.125660
Good
Yes
Daily
House
170
54,157
45
Male
15,761
Married
1
Bachelor's
null
42.880924
Urban
Comprehensive
null
6
841
3
2020-10-15 15:21:39.134960
Average
No
Rarely
House
35
54,158
44
Male
38,587
Divorced
3
Bachelor's
Employed
37.271318
Rural
Comprehensive
null
15
799
4
2022-06-24 15:21:39.190215
Average
Yes
Rarely
Condo
87
54,159
63
Female
null
Divorced
3
High School
Unemployed
17.372251
Rural
Comprehensive
null
10
307
3
2024-06-10 15:21:39.223390
Good
Yes
Rarely
Apartment
1,739
54,160
34
Female
23,470
Divorced
2
High School
Employed
38.73439
Urban
Premium
0
14
643
3
2022-09-01 15:21:39.253660
Good
No
Weekly
Apartment
1,411
54,161
20
Male
16,063
Single
0
Master's
Employed
30.241596
Urban
Basic
0
4
337
5
2023-06-14 15:21:39.095696
Average
No
Daily
House
781
54,162
42
Female
15,181
Single
0
High School
Employed
48.097398
Suburban
Comprehensive
null
8
null
4
2022-12-18 15:21:39.155231
Average
No
Daily
House
823
54,163
18
Female
8,418
Married
3
Master's
Employed
3.892434
Rural
Basic
3
11
null
5
2019-09-30 15:21:39.174719
Average
No
Monthly
Apartment
544
54,164
19
Male
4,075
Single
2
Bachelor's
null
41.540721
Suburban
Premium
null
16
759
6
2022-07-03 15:21:39.237118
null
Yes
Daily
Condo
40
54,165
57
Male
51,795
Divorced
0
Bachelor's
Employed
50.893746
Suburban
Basic
1
3
625
2
2024-05-18 15:21:39.237118
Good
No
Daily
House
202
54,166
19
Male
44,747
Divorced
3
High School
null
16.088214
Suburban
Premium
null
5
513
6
2023-02-28 15:21:39.172097
Good
Yes
Weekly
House
775
54,167
53
Female
968
Divorced
2
High School
Self-Employed
9.738993
Urban
Comprehensive
null
14
572
7
2020-12-01 15:21:39.172097
Poor
No
Monthly
House
2,155
54,168
46
Male
94,968
Single
null
Bachelor's
Unemployed
7.913402
Urban
Basic
null
2
421
1
2022-09-13 15:21:39.192212
Average
No
Weekly
House
311
54,169
48
Female
115,746
Divorced
0
PhD
Self-Employed
16.819182
Rural
Premium
3
16
null
2
2021-12-02 15:21:39.289099
Average
No
Monthly
Apartment
26
54,170
40
Male
16,582
Divorced
1
High School
Unemployed
null
Urban
Premium
null
19
739
1
2023-10-23 15:21:39.244069
Good
Yes
Monthly
House
562
54,171
29
Female
18,096
Single
3
High School
null
13.937114
Suburban
Comprehensive
0
12
549
3
2021-03-09 15:21:39.172097
Good
No
Rarely
House
854
54,172
64
Female
55,406
Divorced
0
Bachelor's
Employed
53.640093
Suburban
Premium
1
7
569
5
2021-07-18 15:21:39.128286
Poor
No
Rarely
Apartment
729
54,173
null
Male
18,902
Married
null
Master's
Unemployed
42.717524
Urban
Comprehensive
null
13
828
8
2020-05-04 15:21:39.252145
Average
Yes
Rarely
Apartment
1,630
54,174
21
Female
52,439
Married
2
High School
Self-Employed
27.174444
Rural
Basic
0
7
328
1
2022-05-12 15:21:39.125660
Poor
Yes
Monthly
House
33
54,175
21
Female
12,891
Married
4
PhD
Employed
31.164937
Urban
Basic
0
15
593
1
2023-06-25 15:21:39.282785
Poor
Yes
Daily
Condo
1,336
54,176
44
Male
482
Single
0
PhD
Self-Employed
42.125798
Suburban
Comprehensive
null
19
null
5
2020-08-15 15:21:39.121169
Poor
Yes
Daily
Apartment
391
54,177
31
Male
null
Married
4
Bachelor's
Unemployed
39.838907
Urban
Basic
0
13
791
2
2022-09-26 15:21:39.133866
null
Yes
Rarely
Apartment
27
54,178
44
Female
5,981
Single
0
Master's
null
24.53465
Urban
Basic
1
2
697
6
2022-12-09 15:21:39.216387
Poor
No
Monthly
House
855
54,179
57
Female
16,982
Married
3
Master's
null
21.066597
Rural
Premium
2
17
809
5
2021-07-05 15:21:39.250151
Good
Yes
Weekly
Condo
733
54,180
28
Female
39,056
Divorced
0
PhD
Self-Employed
26.386218
Suburban
Premium
0
7
613
7
2019-12-15 15:21:39.124659
Average
No
Weekly
Condo
740
54,181
23
Female
null
Single
3
PhD
Employed
31.127743
Suburban
Comprehensive
2
9
null
2
2024-05-27 15:21:39.155231
Poor
Yes
Daily
Apartment
435
54,182
38
Female
25,309
Married
3
Bachelor's
null
34.085612
Urban
Basic
null
15
null
4
2021-08-19 15:21:39.237118
Average
No
Rarely
Apartment
454
54,183
55
Male
18,384
Divorced
3
PhD
Unemployed
40.562564
Suburban
Comprehensive
null
3
356
1
2022-12-14 15:21:39.250151
Poor
No
Daily
Condo
857
54,184
27
Male
10,084
Married
1
Bachelor's
null
43.167539
Rural
Premium
0
16
741
1
2022-03-23 15:21:39.196387
Good
No
Monthly
Apartment
817
54,185
61
Male
15,539
Married
2
Master's
Unemployed
31.849439
Rural
Comprehensive
null
18
617
1
2021-04-07 15:21:39.176717
Good
Yes
Weekly
Apartment
387
54,186
18
Male
35,908
Married
4
High School
null
24.053101
Urban
Premium
1
15
419
1
2023-06-05 15:21:39.237118
Poor
Yes
Monthly
Condo
1,019
54,187
47
Female
4,259
Single
4
Master's
Employed
38.838233
Urban
Comprehensive
null
4
439
3
2024-03-05 15:21:39.237118
Poor
Yes
Daily
Condo
441
54,188
33
Female
29,350
Divorced
3
Master's
Employed
16.823863
Suburban
Comprehensive
0
11
488
7
2023-01-30 15:21:39.102694
Good
No
Monthly
Apartment
439
54,189
19
Male
1,212
Married
4
Bachelor's
Employed
22.72623
Rural
Basic
2
18
null
5
2020-09-11 15:21:39.276901
Poor
Yes
Weekly
House
49
54,190
25
Female
23,589
Married
3
PhD
Employed
26.986097
Suburban
Comprehensive
1
12
803
7
2019-08-17 15:21:39.258696
Poor
No
Rarely
House
1,570
54,191
58
Male
140,515
Divorced
4
Master's
null
41.259765
Urban
Comprehensive
null
1
342
5
2022-10-25 15:21:39.279729
Average
No
Weekly
Apartment
708
54,192
25
Female
48,928
Single
1
Master's
null
25.749582
Suburban
Basic
0
18
640
8
2022-03-17 15:21:39.237118
Average
No
Rarely
Apartment
141
54,193
51
Male
45,308
Married
1
PhD
Self-Employed
35.896921
Rural
Comprehensive
1
9
null
2
2020-06-06 15:21:39.176717
Average
No
Rarely
Apartment
1,499
54,194
54
Female
30,224
Divorced
null
Master's
Unemployed
30.259846
Rural
Comprehensive
1
17
793
9
2023-07-09 15:21:39.133866
Poor
Yes
Weekly
Condo
1,253
54,195
56
Female
90,191
Married
4
Bachelor's
Self-Employed
11.515561
Suburban
Basic
1
14
383
6
2021-09-04 15:21:39.155231
Average
No
Weekly
House
2,095
54,196
61
Male
9,962
Divorced
2
High School
Unemployed
18.058357
Suburban
Comprehensive
2
4
641
1
2023-02-08 15:21:39.155231
Poor
Yes
Daily
House
954
54,197
40
Female
43,780
Single
4
Bachelor's
Unemployed
23.492955
Suburban
Premium
0
18
null
8
2023-12-22 15:21:39.253660
Poor
No
Weekly
House
1,079
54,198
33
Male
45,430
Divorced
3
PhD
null
21.816088
Urban
Premium
1
3
566
5
2020-02-09 15:21:39.134960
Poor
Yes
Weekly
Condo
1,094
54,199
33
Female
4,089
Single
null
Bachelor's
null
12.024727
Urban
Comprehensive
2
7
null
8
2023-02-07 15:21:39.092127
Average
No
Monthly
Condo
1,351