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
1,177,100
60
Female
24,649
Married
3
Master's
Unemployed
8.512813
Urban
Premium
null
11
475
6
2022-08-26 15:21:39.125660
Average
Yes
Weekly
Apartment
2,055
1,177,101
62
Female
13,243
Married
2
Master's
Self-Employed
38.847783
Urban
Premium
1
14
798
9
2024-03-02 15:21:39.258696
Poor
Yes
Weekly
Condo
1,234
1,177,102
22
Female
35,240
Single
1
Bachelor's
null
7.898465
Urban
Premium
0
18
729
2
2023-01-02 15:21:39.134960
Poor
No
Monthly
Condo
703
1,177,103
56
Male
143,831
Single
2
PhD
Employed
28.539407
Urban
Premium
1
1
361
5
2020-08-08 15:21:39.092127
Poor
Yes
Weekly
House
1,962
1,177,104
63
Male
30,644
Divorced
4
High School
null
8.93523
Suburban
Comprehensive
2
3
null
3
2020-08-14 15:21:39.181605
Poor
No
Daily
House
571
1,177,105
47
Male
5,835
Divorced
2
PhD
Self-Employed
41.773918
Suburban
Comprehensive
null
6
462
9
2020-04-30 15:21:39.107553
Poor
Yes
Rarely
House
3,106
1,177,106
48
Female
12,982
Divorced
4
PhD
null
26.89668
Urban
Premium
1
0
526
9
2024-01-11 15:21:39.208842
null
Yes
Daily
Condo
2,601
1,177,107
59
Female
18,783
Single
2
Bachelor's
Self-Employed
43.288617
Suburban
Premium
null
16
739
1
2023-12-27 15:21:39.155231
null
No
Daily
House
1,801
1,177,108
25
Female
71,375
Divorced
1
High School
Unemployed
12.246865
Suburban
Comprehensive
null
1
320
1
2023-07-28 15:21:39.222387
Poor
No
Monthly
Condo
694
1,177,109
47
Male
29,514
Single
4
High School
Employed
40.278081
Suburban
Comprehensive
2
18
461
4
2020-03-09 15:21:39.144722
Average
No
Weekly
Condo
568
1,177,110
41
Male
119
Single
4
Master's
Unemployed
11.527723
Suburban
Basic
2
8
456
2
2023-06-08 15:21:39.082499
Good
No
Daily
Condo
659
1,177,111
44
Female
20,982
Single
0
PhD
null
33.604858
Rural
Comprehensive
null
11
688
6
2023-07-23 15:21:39.237118
Good
No
Daily
Condo
59
1,177,112
39
Female
37,443
Married
3
Bachelor's
Employed
null
Urban
Comprehensive
0
14
581
3
2021-03-13 15:21:39.084065
Average
No
Rarely
Condo
744
1,177,113
29
Female
26,754
Single
0
PhD
null
41.794717
Suburban
Basic
null
2
733
3
2024-06-03 15:21:39.272456
Average
Yes
Monthly
House
609
1,177,114
61
Female
44,246
Married
null
PhD
null
15.281478
Rural
Basic
null
2
555
9
2022-12-03 15:21:39.134960
Average
Yes
Rarely
House
726
1,177,115
46
Female
20,984
Divorced
0
Master's
Self-Employed
43.936106
Urban
Comprehensive
1
8
null
7
2021-05-12 15:21:39.226954
Poor
No
Rarely
House
663
1,177,116
20
Female
91,495
Married
0
Master's
Employed
28.386622
Rural
Comprehensive
null
10
null
7
2023-01-14 15:21:39.178918
null
Yes
Daily
House
2,523
1,177,117
61
Female
53,983
Divorced
4
PhD
Unemployed
29.917394
Rural
Comprehensive
null
15
416
5
2020-12-31 15:21:39.191219
Average
No
Monthly
House
1,547
1,177,118
50
Female
3,988
Married
4
Bachelor's
Self-Employed
null
Urban
Basic
2
2
494
7
2020-02-22 15:21:39.134960
Good
Yes
Weekly
House
1,634
1,177,119
30
Male
1,707
Divorced
1
PhD
null
39.692584
Suburban
Premium
null
4
340
8
2021-03-17 15:21:39.225916
null
Yes
Daily
House
635
1,177,120
21
Male
37,348
Single
2
Master's
null
36.78447
Urban
Premium
1
8
728
1
2024-03-31 15:21:39.155231
Poor
No
Weekly
Condo
2,165
1,177,121
27
Male
75,720
Married
0
Bachelor's
Self-Employed
31.584385
Suburban
Comprehensive
2
9
623
5
2024-05-28 15:21:39.081504
Average
No
Rarely
Condo
256
1,177,122
59
Male
16,077
Divorced
4
Bachelor's
Self-Employed
null
Suburban
Basic
null
6
757
6
2023-04-28 15:21:39.271453
Average
No
Monthly
Condo
542
1,177,123
35
Male
18,817
Married
3
High School
Employed
22.138817
Suburban
Premium
1
15
588
5
2021-10-23 15:21:39.237118
Average
No
Daily
Apartment
967
1,177,124
null
Female
16,054
Single
1
PhD
Self-Employed
null
Urban
Basic
0
15
null
6
2020-05-30 15:21:39.134960
Good
Yes
Weekly
Condo
362
1,177,125
48
Male
3,725
Married
2
High School
null
27.558325
Suburban
Premium
1
2
609
4
2024-04-28 15:21:39.194829
Poor
Yes
Weekly
Condo
2,065
1,177,126
59
Male
973
Married
3
High School
Unemployed
36.885544
Rural
Premium
null
10
695
5
2022-01-15 15:21:39.216387
Poor
Yes
Rarely
Apartment
403
1,177,127
57
Female
136,812
Single
4
Bachelor's
Unemployed
36.965337
Rural
Premium
0
9
616
8
2020-09-27 15:21:39.155231
Average
Yes
Daily
House
409
1,177,128
39
Female
25,962
Single
2
Bachelor's
Employed
19.012716
Urban
Comprehensive
1
2
626
5
2024-01-05 15:21:39.155231
Average
No
Weekly
Apartment
40
1,177,129
37
Female
7,053
Single
3
Bachelor's
Self-Employed
39.69548
Urban
Premium
null
1
544
4
2021-12-25 15:21:39.155231
Good
Yes
Rarely
House
1,588
1,177,130
55
Male
null
Single
2
PhD
null
null
Rural
Basic
0
17
446
9
2020-03-18 15:21:39.105504
Good
No
Weekly
Apartment
1,625
1,177,131
34
Male
35,664
Married
4
High School
null
25.402328
Rural
Basic
0
2
536
7
2023-09-07 15:21:39.150730
Poor
No
Rarely
Apartment
372
1,177,132
25
Female
1,130
Divorced
4
PhD
Unemployed
39.757626
Suburban
Basic
2
3
785
7
2022-02-04 15:21:39.134960
Good
No
Rarely
Apartment
843
1,177,133
37
Male
30,213
Divorced
1
Master's
Self-Employed
12.926205
Suburban
Comprehensive
null
16
685
9
2020-07-09 15:21:39.194829
Poor
No
Monthly
Apartment
1,885
1,177,134
59
Male
25,320
Single
2
Master's
Self-Employed
10.890374
Suburban
Comprehensive
2
9
null
1
2022-09-12 15:21:39.274993
Poor
No
Weekly
House
460
1,177,135
63
Female
107,558
Divorced
4
Master's
Employed
44.025858
Suburban
Comprehensive
1
10
401
9
2023-04-29 15:21:39.120168
Poor
No
Weekly
House
808
1,177,136
43
Female
53,618
Divorced
1
Master's
Self-Employed
9.84578
Urban
Comprehensive
null
10
null
3
2020-12-01 15:21:39.145732
Poor
No
Rarely
House
47
1,177,137
58
Male
56,058
Married
2
High School
null
10.946304
Rural
Premium
0
13
451
8
2021-03-18 15:21:39.132191
Good
Yes
Rarely
Apartment
1,800
1,177,138
34
Male
51,435
Married
2
High School
Unemployed
27.391809
Rural
Premium
3
19
null
9
2019-11-13 15:21:39.155231
null
Yes
Monthly
Apartment
1,476
1,177,139
37
Female
3,417
Married
null
High School
Employed
37.993858
Suburban
Basic
1
16
488
8
2023-04-24 15:21:39.167099
Poor
Yes
Monthly
Condo
632
1,177,140
64
Female
123,576
Divorced
2
High School
null
10.882287
Suburban
Basic
null
10
725
7
2023-03-14 15:21:39.113566
Poor
Yes
Daily
House
130
1,177,141
null
Male
2,399
Single
0
High School
null
35.28141
Suburban
Comprehensive
2
17
683
4
2021-07-23 15:21:39.276901
Average
No
Weekly
Apartment
474
1,177,142
39
Male
45,942
Divorced
4
Bachelor's
Unemployed
23.395925
Rural
Basic
0
11
780
3
2021-10-11 15:21:39.261856
Good
Yes
Daily
House
937
1,177,143
21
Female
25,265
Married
4
Bachelor's
Self-Employed
28.878692
Rural
Premium
3
13
740
1
2022-07-09 15:21:39.155231
Good
No
Monthly
Apartment
532
1,177,144
28
Female
37,648
Divorced
0
Master's
Employed
36.812305
Rural
Comprehensive
1
2
626
8
2023-11-02 15:21:39.148733
Good
No
Rarely
House
991
1,177,145
56
Male
813
Divorced
4
High School
null
16.81116
Urban
Comprehensive
2
10
751
2
2022-11-30 15:21:39.134960
Average
No
Daily
Apartment
539
1,177,146
42
Male
7,633
Single
3
PhD
Employed
29.89298
Urban
Basic
3
9
null
3
2021-11-16 15:21:39.134960
Poor
No
Daily
House
472
1,177,147
21
Male
51,149
Married
0
Bachelor's
null
null
Urban
Basic
2
2
576
6
2019-12-09 15:21:39.231531
Average
Yes
Weekly
Condo
1,423
1,177,148
35
Female
93,392
Single
3
Bachelor's
null
null
Urban
Comprehensive
null
17
null
7
2020-10-22 15:21:39.244069
Good
Yes
Weekly
House
2,196
1,177,149
24
Female
4,562
Single
0
Master's
null
10.4146
Urban
Premium
2
0
323
8
2023-01-20 15:21:39.221386
Poor
No
Monthly
House
831
1,177,150
33
Female
104,413
Single
4
PhD
Self-Employed
null
Rural
Premium
null
2
347
4
2023-09-10 15:21:39.155231
Average
No
Weekly
Apartment
678
1,177,151
21
Female
18,073
Single
4
High School
null
46.782977
Suburban
Comprehensive
null
6
519
5
2021-03-21 15:21:39.095696
Poor
No
Rarely
Apartment
2,741
1,177,152
55
Female
43,498
Single
2
Bachelor's
Self-Employed
40.064635
Urban
Comprehensive
0
7
694
9
2022-09-10 15:21:39.280784
Average
Yes
Daily
Apartment
2,768
1,177,153
32
Male
25,404
Divorced
3
High School
Self-Employed
11.53763
Suburban
Comprehensive
1
2
519
1
2020-05-18 15:21:39.155231
Poor
Yes
Weekly
House
1,023
1,177,154
48
Female
5,071
Divorced
1
Bachelor's
Unemployed
41.776493
Suburban
Comprehensive
2
9
565
1
2021-08-08 15:21:39.193945
Average
Yes
Rarely
House
183
1,177,155
21
Female
64,466
Single
1
PhD
Employed
46.752977
Urban
Basic
3
6
321
2
2020-03-31 15:21:39.235012
Average
No
Daily
Condo
20
1,177,156
29
Male
30,780
Married
3
Bachelor's
Self-Employed
11.126689
Urban
Basic
3
11
null
2
2019-09-20 15:21:39.109552
Average
Yes
Weekly
Condo
538
1,177,157
32
Female
20,861
Single
4
Bachelor's
Employed
18.738134
Urban
Premium
null
10
681
3
2023-12-15 15:21:39.134960
Poor
Yes
Weekly
Condo
589
1,177,158
32
Male
81,131
Single
3
Bachelor's
Employed
28.838672
Suburban
Basic
0
2
327
4
2024-02-24 15:21:39.121169
Good
No
Monthly
House
1,092
1,177,159
57
Male
37,299
Married
0
Master's
Self-Employed
10.304747
Urban
Comprehensive
null
9
719
8
2020-08-20 15:21:39.109552
Average
No
Monthly
Condo
719
1,177,160
20
Male
34,991
Single
null
High School
Unemployed
19.074285
Suburban
Premium
null
0
538
9
2022-04-06 15:21:39.090124
Average
Yes
Rarely
House
664
1,177,161
61
Male
3,638
Single
null
Master's
Unemployed
12.791211
Rural
Basic
0
0
468
7
2021-08-20 15:21:39.166062
Good
Yes
Weekly
House
1,035
1,177,162
30
Female
24,486
Married
3
Master's
Unemployed
35.07458
Urban
Comprehensive
0
7
434
3
2020-11-05 15:21:39.096739
Good
Yes
Monthly
Condo
468
1,177,163
21
Female
37,000
Married
0
High School
Unemployed
40.719178
Rural
Premium
null
8
744
6
2021-10-25 15:21:39.134960
Poor
Yes
Weekly
House
1,619
1,177,164
48
Male
4,613
Married
2
High School
Unemployed
12.24304
Urban
Comprehensive
1
0
446
8
2020-06-07 15:21:39.134960
Poor
Yes
Rarely
Apartment
3,122
1,177,165
34
Male
70,276
Single
0
High School
Self-Employed
14.886047
Urban
Basic
null
6
755
8
2021-07-26 15:21:39.273973
Poor
No
Rarely
Condo
231
1,177,166
39
Female
486
Divorced
3
Bachelor's
Unemployed
null
Urban
Premium
null
11
null
7
2020-12-31 15:21:39.198406
Good
Yes
Rarely
Apartment
1,015
1,177,167
53
Female
11,577
Married
4
Master's
Self-Employed
27.990761
Rural
Comprehensive
0
10
317
3
2020-09-22 15:21:39.132191
Average
No
Weekly
Apartment
583
1,177,168
46
Female
44,748
Single
0
Bachelor's
null
24.743818
Urban
Premium
null
14
479
4
2023-07-15 15:21:39.225916
Average
No
Weekly
House
1,092
1,177,169
27
Female
15,409
Single
2
High School
Employed
null
Rural
Premium
0
8
593
3
2024-08-06 15:21:39.134960
Good
Yes
Rarely
House
2,267
1,177,170
23
Female
25,672
Single
1
High School
Unemployed
45.681023
Rural
Comprehensive
0
13
720
3
2022-01-18 15:21:39.118178
Average
Yes
Daily
Apartment
319
1,177,171
26
Female
100,637
Divorced
3
High School
null
16.13286
Suburban
Comprehensive
null
3
762
1
2019-10-21 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,436
1,177,172
19
Female
39,082
Single
2
Bachelor's
null
24.534142
Suburban
Premium
2
16
522
2
2020-01-06 15:21:39.188220
Poor
No
Monthly
House
559
1,177,173
25
Female
44,618
Single
4
High School
null
null
Urban
Basic
2
19
null
3
2024-02-04 15:21:39.086123
null
Yes
Monthly
Apartment
1,409
1,177,174
29
Male
6,939
Married
4
Master's
Unemployed
24.419427
Suburban
Comprehensive
null
14
485
3
2021-04-05 15:21:39.095696
Poor
No
Monthly
Condo
298
1,177,175
21
Female
2,873
Divorced
0
High School
Unemployed
24.96634
Suburban
Comprehensive
2
10
null
2
2023-03-13 15:21:39.155231
Poor
No
Daily
Condo
543
1,177,176
23
Female
80,562
Single
null
PhD
Unemployed
33.770946
Urban
Premium
1
15
null
3
2022-02-13 15:21:39.146733
Average
Yes
Rarely
House
223
1,177,177
18
Male
30,472
Single
3
Master's
Employed
26.843135
Suburban
Comprehensive
0
7
815
2
2020-03-18 15:21:39.267454
Poor
Yes
Monthly
Apartment
40
1,177,178
31
Male
11,999
Married
3
Bachelor's
Employed
13.052968
Rural
Premium
1
17
null
7
2024-04-20 15:21:39.132191
Good
Yes
Weekly
Apartment
1,092
1,177,179
26
Female
12,454
Single
4
Master's
null
43.856399
Suburban
Premium
1
4
730
4
2021-10-14 15:21:39.186212
Average
No
Daily
House
730
1,177,180
53
Male
45,170
Married
0
Bachelor's
null
8.063084
Suburban
Basic
null
12
582
6
2023-11-02 15:21:39.283783
Good
Yes
Monthly
House
453
1,177,181
31
Male
8,095
Single
1
Bachelor's
null
38.596934
Urban
Basic
0
14
468
9
2023-03-13 15:21:39.155231
Good
No
Weekly
Condo
442
1,177,182
44
Male
29,793
Divorced
4
PhD
null
25.257766
Urban
Premium
2
10
589
1
2022-12-15 15:21:39.155231
Average
No
Weekly
Condo
632
1,177,183
26
Female
10,188
Single
4
Master's
null
27.664814
Rural
Comprehensive
null
13
790
5
2022-08-11 15:21:39.226954
Poor
Yes
Rarely
House
1,231
1,177,184
40
Male
80,134
Single
4
Master's
Employed
21.6526
Suburban
Comprehensive
0
13
506
9
2024-03-23 15:21:39.093681
Average
No
Weekly
Condo
27
1,177,185
22
Male
17,431
Single
0
High School
Unemployed
23.099301
Rural
Comprehensive
1
0
null
1
2020-10-17 15:21:39.155231
Poor
No
Rarely
Apartment
392
1,177,186
34
Male
4,055
Divorced
2
PhD
Employed
21.769693
Rural
Premium
null
4
302
9
2024-04-30 15:21:39.093681
Good
No
Weekly
Condo
932
1,177,187
57
Male
7,505
Divorced
3
Bachelor's
Self-Employed
10.860731
Rural
Premium
1
18
820
8
2020-03-20 15:21:39.144722
Average
Yes
Weekly
House
1,325
1,177,188
22
Male
940
Single
1
High School
Self-Employed
21.769693
Suburban
Basic
1
13
806
2
2020-09-19 15:21:39.250151
Good
Yes
Monthly
Apartment
2,033
1,177,189
58
Male
4,866
Divorced
1
Bachelor's
Unemployed
16.967266
Urban
Basic
2
9
659
1
2019-09-14 15:21:39.237118
Average
No
Monthly
Apartment
1,041
1,177,190
43
Male
28,765
Single
0
Bachelor's
Self-Employed
42.362964
Rural
Premium
0
19
368
7
2019-09-07 15:21:39.225916
null
Yes
Daily
House
1,207
1,177,191
46
Female
43,494
Married
2
PhD
Employed
5.674894
Rural
Comprehensive
0
12
null
8
2019-09-04 15:21:39.134960
Average
Yes
Rarely
House
654
1,177,192
55
Female
43,924
Single
4
High School
null
32.495906
Rural
Comprehensive
null
3
439
1
2023-06-03 15:21:39.134960
Average
No
Monthly
Apartment
2,596
1,177,193
63
Female
123,640
Married
0
Bachelor's
null
20.824625
Rural
Premium
null
17
646
3
2021-05-03 15:21:39.237118
Good
No
Rarely
Apartment
164
1,177,194
53
Male
3,277
Single
4
Bachelor's
Employed
25.620069
Urban
Premium
null
3
819
1
2023-01-31 15:21:39.155231
Average
No
Rarely
Apartment
2,780
1,177,195
32
Male
17,759
Married
3
PhD
Employed
37.976643
Suburban
Basic
0
0
798
5
2024-08-04 15:21:39.134960
Good
Yes
Daily
Condo
992
1,177,196
20
Male
28,503
Married
0
Master's
Unemployed
13.743642
Urban
Premium
1
6
653
7
2023-12-07 15:21:39.104139
Good
No
Daily
House
597
1,177,197
46
Female
2,385
Divorced
2
PhD
Unemployed
25.16059
Urban
Premium
2
9
753
2
2023-09-27 15:21:39.134960
Good
Yes
Weekly
Condo
1,046
1,177,198
49
Male
null
Married
1
Bachelor's
Unemployed
null
Suburban
Basic
2
16
563
1
2021-07-03 15:21:39.182597
Average
No
Weekly
House
2,345
1,177,199
42
Female
43,820
Married
1
High School
Employed
18.769559
Suburban
Basic
1
19
658
3
2022-06-10 15:21:39.126661
Poor
Yes
Weekly
Apartment
1,421