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
41,100
32
Female
21,041
Single
2
PhD
Employed
38.653967
Urban
Comprehensive
1
18
null
7
2024-06-05 15:21:39.264504
null
Yes
Daily
Condo
589
41,101
57
Female
16,497
Married
null
Bachelor's
null
16.051052
Rural
Comprehensive
3
3
302
1
2023-10-19 15:21:39.167099
null
No
Weekly
House
563
41,102
null
Male
6,077
Single
0
High School
null
21.41895
Rural
Comprehensive
0
6
831
9
2020-09-20 15:21:39.233998
Poor
No
Monthly
Apartment
2,197
41,103
40
Female
10,096
Single
4
Master's
Unemployed
27.182968
Rural
Basic
1
12
580
4
2024-03-17 15:21:39.155231
Good
Yes
Monthly
Apartment
2,678
41,104
46
Female
57,774
Married
0
Master's
Unemployed
null
Suburban
Comprehensive
1
14
339
3
2021-04-24 15:21:39.148733
Good
Yes
Daily
House
1,739
41,105
26
Male
2,981
null
3
Master's
Employed
19.813864
Suburban
Basic
0
8
806
9
2021-11-25 15:21:39.144722
null
Yes
Weekly
Apartment
1,653
41,106
40
Female
18,690
Single
4
PhD
Unemployed
25.624168
Rural
Basic
2
9
586
8
2022-10-21 15:21:39.208842
Good
Yes
Monthly
Apartment
1,654
41,107
49
Male
18,071
Single
2
Bachelor's
null
45.641543
Rural
Comprehensive
1
12
416
6
2020-09-21 15:21:39.126661
Good
No
Rarely
Condo
742
41,108
37
Male
18,472
Single
4
Bachelor's
null
20.474401
Suburban
Comprehensive
3
3
711
7
2020-03-11 15:21:39.249100
Poor
Yes
Rarely
House
716
41,109
53
Female
7,569
Married
2
Master's
null
26.456412
Urban
Comprehensive
1
15
412
4
2020-02-02 15:21:39.148733
Average
Yes
Daily
Condo
1,036
41,110
53
Female
73,592
Single
null
High School
Self-Employed
17.858342
Rural
Premium
0
15
467
7
2023-01-03 15:21:39.245086
Good
No
Daily
Condo
2,460
41,111
38
Female
39,881
Divorced
3
PhD
Unemployed
26.813667
Rural
Comprehensive
null
17
722
8
2023-04-25 15:21:39.259788
Good
No
Daily
Apartment
397
41,112
44
Male
9,086
Married
1
Master's
Employed
9.129637
Rural
Premium
1
17
null
4
2023-01-23 15:21:39.090124
Poor
Yes
Daily
Apartment
1,171
41,113
31
Male
18,150
Single
3
Bachelor's
Self-Employed
13.840424
Suburban
Premium
null
7
null
2
2020-05-27 15:21:39.132191
Good
Yes
Daily
Condo
480
41,114
64
Female
859
Divorced
2
Bachelor's
Employed
4.858674
Urban
Premium
null
4
null
8
2021-10-21 15:21:39.246098
Average
Yes
Daily
House
2,942
41,115
64
Female
144,754
Divorced
1
Bachelor's
null
21.281157
Rural
Comprehensive
1
14
365
8
2020-04-13 15:21:39.192212
Good
Yes
Weekly
House
1,677
41,116
20
Male
null
Married
null
Bachelor's
Employed
22.834305
Rural
Basic
1
15
410
4
2021-07-22 15:21:39.134960
Average
No
Rarely
Condo
618
41,117
56
Female
4,859
Married
4
Bachelor's
Unemployed
39.181567
Rural
Basic
0
5
457
2
2019-11-28 15:21:39.166062
Good
Yes
Weekly
Condo
612
41,118
31
Male
39,056
Divorced
2
High School
null
16.914087
Rural
Premium
1
2
558
7
2020-04-15 15:21:39.194829
Average
Yes
Weekly
Condo
647
41,119
48
Female
5,932
Single
0
PhD
Self-Employed
13.523424
Rural
Basic
3
16
588
8
2020-10-22 15:21:39.237118
Average
No
Weekly
Apartment
3,466
41,120
61
Female
6,905
Divorced
3
High School
Employed
41.784149
Urban
Basic
null
5
741
4
2024-01-10 15:21:39.134960
Good
No
Weekly
Apartment
1,497
41,121
56
Male
43,914
Married
3
PhD
null
43.582172
Urban
Premium
null
15
645
5
2020-10-02 15:21:39.155231
Poor
Yes
Monthly
House
627
41,122
33
Female
38,969
Divorced
null
Bachelor's
Unemployed
50.875
Suburban
Premium
1
17
747
4
2024-08-14 15:21:39.274993
Average
Yes
Daily
Apartment
1,215
41,123
50
Female
1,208
Single
2
PhD
Employed
null
Urban
Premium
0
6
621
8
2023-05-04 15:21:39.145732
Good
Yes
Monthly
Condo
684
41,124
59
Male
4,240
Single
null
PhD
Employed
28.81585
Suburban
Premium
1
6
484
7
2019-10-15 15:21:39.134960
Poor
No
Weekly
House
607
41,125
58
Female
3,780
Single
0
High School
null
33.647539
Suburban
Premium
0
1
null
4
2020-02-16 15:21:39.087123
Poor
Yes
Daily
Apartment
403
41,126
44
Male
35,484
Single
3
PhD
null
38.141035
Urban
Comprehensive
1
0
657
5
2019-10-13 15:21:39.288099
Average
Yes
Rarely
Apartment
1,077
41,127
42
Female
141,652
Single
null
Master's
Self-Employed
46.455502
Urban
Basic
null
13
525
2
2020-07-06 15:21:39.281787
Average
Yes
Daily
Apartment
241
41,128
22
Male
10,984
Single
0
PhD
null
9.096676
Suburban
Basic
0
0
473
4
2021-07-27 15:21:39.273454
Good
Yes
Rarely
Apartment
546
41,129
26
Male
44,714
Married
null
PhD
Unemployed
34.096249
Urban
Premium
0
13
666
8
2019-10-19 15:21:39.257696
Average
No
Daily
Apartment
119
41,130
34
Female
6,073
Single
3
Master's
Unemployed
38.137794
Urban
Premium
3
2
578
3
2021-05-16 15:21:39.286113
Poor
No
Daily
Apartment
567
41,131
62
Female
12,881
Divorced
1
PhD
Unemployed
26.819104
Suburban
Basic
1
5
690
6
2020-07-25 15:21:39.276901
Average
Yes
Monthly
House
900
41,132
61
Female
65,960
Married
1
High School
Employed
24.049891
Rural
Premium
2
7
null
9
2022-11-21 15:21:39.080440
Good
Yes
Monthly
Condo
28
41,133
41
Male
7,551
Married
3
PhD
Self-Employed
28.189934
Rural
Basic
1
18
715
3
2022-12-10 15:21:39.099739
Average
No
Rarely
Apartment
344
41,134
57
Female
16,751
Married
2
Bachelor's
Self-Employed
37.411835
Urban
Comprehensive
null
18
576
5
2022-08-28 15:21:39.252145
Average
No
Rarely
House
2,412
41,135
23
Female
10,014
Married
3
Master's
Self-Employed
46.673909
Urban
Comprehensive
0
15
846
9
2020-04-04 15:21:39.171102
Good
Yes
Daily
House
1,515
41,136
21
Male
3,861
Divorced
3
PhD
Self-Employed
44.786479
Urban
Comprehensive
1
8
615
3
2022-10-13 15:21:39.237118
null
No
Monthly
Apartment
886
41,137
54
Male
21,238
Divorced
1
Bachelor's
null
21.93868
Urban
Comprehensive
null
4
548
9
2019-10-02 15:21:39.208842
Good
No
Rarely
Condo
703
41,138
53
Male
16,087
Divorced
1
High School
null
17.959429
Urban
Comprehensive
0
17
387
4
2019-11-15 15:21:39.172097
Good
No
Weekly
Condo
1,137
41,139
63
Female
39,092
Married
1
Master's
null
14.883451
Suburban
Basic
null
3
778
1
2020-06-05 15:21:39.166062
Average
No
Monthly
Apartment
40
41,140
46
Male
32,529
Divorced
2
Master's
Unemployed
11.261236
Rural
Premium
1
14
646
1
2022-05-27 15:21:39.268507
Poor
No
Weekly
House
1,828
41,141
36
Male
3,748
Divorced
2
High School
Unemployed
51.967422
Rural
Basic
1
11
651
6
2024-01-11 15:21:39.213373
Average
No
Monthly
House
46
41,142
26
Female
1,749
Single
4
Master's
null
29.014772
Urban
Comprehensive
0
13
394
8
2023-08-15 15:21:39.080440
Poor
No
Weekly
Apartment
4,251
41,143
19
Male
3,896
Single
null
Master's
Employed
18.993423
Suburban
Basic
1
13
551
1
2021-01-23 15:21:39.261856
Average
Yes
Monthly
House
2,749
41,144
31
Male
3,819
Single
3
Master's
Self-Employed
23.472952
Suburban
Comprehensive
2
7
837
3
2023-01-03 15:21:39.096739
Average
Yes
Monthly
Condo
1,753
41,145
30
Male
11,985
Single
null
High School
Self-Employed
33.587634
Rural
Premium
1
12
775
4
2024-05-16 15:21:39.114118
Average
Yes
Weekly
Apartment
774
41,146
31
Male
28,506
Single
4
PhD
Employed
24.835242
Rural
Basic
2
7
725
8
2022-06-05 15:21:39.237118
Good
Yes
Rarely
Condo
461
41,147
57
Male
2,478
null
null
Master's
Self-Employed
24.008541
Rural
Premium
1
4
615
9
2022-08-18 15:21:39.124659
Good
No
Monthly
Condo
2,213
41,148
42
Male
10,143
Divorced
3
Master's
null
23.183544
Urban
Basic
null
5
482
4
2019-09-06 15:21:39.114118
Good
No
Monthly
Condo
1,014
41,149
42
Female
18,487
Married
0
PhD
null
41.564863
Urban
Basic
null
13
765
3
2024-05-28 15:21:39.223901
Poor
No
Rarely
Apartment
536
41,150
28
Male
16,582
Single
1
Master's
Employed
22.276444
Suburban
Comprehensive
1
5
null
3
2023-03-27 15:21:39.174719
Good
No
Weekly
House
524
41,151
46
Male
44,270
Married
1
High School
Self-Employed
35.444614
Urban
Basic
2
11
381
8
2019-10-02 15:21:39.134960
Good
Yes
Weekly
Apartment
1,506
41,152
35
Male
null
Married
4
High School
Self-Employed
6.556538
Suburban
Comprehensive
2
15
433
6
2022-02-19 15:21:39.257696
Average
Yes
Daily
House
1,332
41,153
57
Female
24,249
Single
3
PhD
Unemployed
19.571984
Suburban
Premium
1
11
638
6
2020-10-01 15:21:39.106582
Poor
No
Weekly
Condo
740
41,154
44
Female
6,834
Married
1
Bachelor's
Employed
15.083523
Urban
Premium
0
13
653
5
2022-02-03 15:21:39.226954
Good
No
Daily
Apartment
2,084
41,155
22
Male
6,870
Divorced
null
Bachelor's
Self-Employed
20.847347
Rural
Basic
1
9
533
2
2021-11-02 15:21:39.113566
Poor
Yes
Weekly
Condo
783
41,156
57
Female
11,119
Married
2
High School
null
16.161942
Suburban
Basic
2
18
494
8
2024-04-22 15:21:39.185215
Good
No
Daily
Apartment
919
41,157
51
Male
56,573
Married
4
PhD
Self-Employed
38.23906
Suburban
Premium
1
6
743
3
2022-11-01 15:21:39.130190
Average
No
Rarely
House
101
41,158
62
Male
null
Married
2
PhD
null
26.243039
Rural
Comprehensive
null
19
368
7
2021-12-22 15:21:39.279462
Good
No
Weekly
Condo
1,856
41,159
58
Male
2,315
Divorced
2
Bachelor's
Employed
14.988282
Suburban
Comprehensive
1
6
690
5
2019-10-01 15:21:39.126661
Good
Yes
Rarely
House
2,108
41,160
32
Male
118,769
Divorced
0
High School
Employed
27.717391
Urban
Premium
0
9
403
9
2020-06-19 15:21:39.257696
Good
No
Monthly
Apartment
48
41,161
61
Male
46,233
Married
null
Master's
Employed
38.637413
Suburban
Comprehensive
1
2
759
5
2019-08-22 15:21:39.218388
Average
No
Rarely
Condo
1,311
41,162
36
Male
30,472
Married
4
PhD
null
36.956824
Suburban
Comprehensive
null
12
534
5
2022-08-05 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,044
41,163
20
Male
28,200
Single
2
Bachelor's
null
45.948214
Urban
Basic
null
3
813
3
2023-01-07 15:21:39.237118
Average
No
Weekly
Condo
1,057
41,164
57
Female
36,278
Divorced
4
Bachelor's
Self-Employed
34.724497
Suburban
Premium
null
9
733
3
2020-08-13 15:21:39.172097
Poor
No
Rarely
House
596
41,165
56
Female
25,862
Divorced
1
PhD
Unemployed
27.55282
Rural
Comprehensive
null
11
828
6
2022-03-16 15:21:39.084065
Average
Yes
Weekly
Apartment
1,213
41,166
26
Male
90,781
Single
1
High School
null
43.356623
Suburban
Comprehensive
3
0
551
6
2020-03-14 15:21:39.134960
Average
Yes
Weekly
Apartment
394
41,167
null
Male
53,483
Married
0
High School
Self-Employed
28.076434
Urban
Basic
null
1
391
5
2020-06-25 15:21:39.247098
Good
Yes
Daily
Apartment
1,178
41,168
24
Male
61,255
Divorced
1
PhD
null
17.296858
Rural
Basic
0
4
399
7
2021-01-07 15:21:39.223901
Poor
No
Daily
Condo
675
41,169
29
Male
80,578
Divorced
1
PhD
Unemployed
32.022877
Rural
Premium
null
9
395
1
2021-11-15 15:21:39.104139
Poor
Yes
Weekly
House
33
41,170
39
Female
93,475
Divorced
2
Bachelor's
Unemployed
34.068477
Rural
Basic
1
4
658
3
2023-02-21 15:21:39.120168
Good
Yes
Daily
House
192
41,171
32
Female
7,427
Divorced
null
PhD
Self-Employed
4.850039
Suburban
Basic
0
4
431
8
2022-12-27 15:21:39.263607
Average
No
Weekly
Condo
1,254
41,172
50
Male
39,250
Divorced
1
High School
Employed
6.099436
Rural
Basic
1
6
623
7
2024-02-13 15:21:39.114118
Poor
No
Daily
House
718
41,173
61
Female
6,943
Married
3
Bachelor's
null
35.955369
Rural
Basic
null
15
674
4
2020-09-24 15:21:39.237118
Good
No
Weekly
Apartment
2,160
41,174
37
Female
33,899
Divorced
4
Master's
Unemployed
42.894086
Suburban
Basic
null
0
767
1
2022-10-21 15:21:39.169102
Poor
Yes
Monthly
House
623
41,175
55
Female
142,903
Single
1
Master's
null
null
Suburban
Basic
1
18
626
7
2021-05-16 15:21:39.247098
Average
No
Monthly
House
2,311
41,176
49
Male
41,008
Married
4
Bachelor's
Self-Employed
24.585865
Urban
Basic
0
3
780
3
2020-06-02 15:21:39.086123
Good
No
Monthly
Condo
576
41,177
21
Female
15,774
Married
4
Master's
Employed
47.923229
Urban
Comprehensive
0
4
513
7
2020-02-12 15:21:39.177724
Good
No
Daily
Condo
1,803
41,178
49
Male
39,091
Single
1
High School
Unemployed
3.832163
Urban
Comprehensive
1
4
639
3
2024-02-16 15:21:39.186212
Average
Yes
Daily
Condo
1,615
41,179
51
Female
55,209
Divorced
1
PhD
Employed
51.373813
Rural
Basic
3
3
null
9
2022-05-26 15:21:39.155231
Average
Yes
Daily
House
552
41,180
25
Female
3,499
Married
0
PhD
Employed
41.185925
Urban
Premium
null
10
731
9
2020-12-04 15:21:39.155231
Poor
Yes
Monthly
House
23
41,181
19
Male
26,095
Single
0
Master's
Employed
24.054412
Rural
Premium
1
12
null
4
2022-07-25 15:21:39.093681
Good
No
Daily
Condo
614
41,182
31
Female
93,394
Divorced
4
Bachelor's
Unemployed
26.881937
Rural
Comprehensive
2
19
647
7
2021-06-17 15:21:39.265513
Average
No
Weekly
Condo
395
41,183
19
Male
19,708
Single
0
High School
Unemployed
6.788168
Rural
Comprehensive
null
4
663
2
2022-12-25 15:21:39.265513
Average
Yes
Rarely
Apartment
1,211
41,184
54
Female
28,883
Single
3
Master's
Self-Employed
6.97577
Rural
Comprehensive
1
17
678
2
2020-12-14 15:21:39.084065
Poor
No
Daily
House
535
41,185
62
Female
122,450
Married
0
Master's
Employed
6.848965
Rural
Basic
null
4
397
8
2022-01-18 15:21:39.155231
Poor
Yes
Rarely
Condo
913
41,186
64
Female
26,843
Married
3
High School
null
40.262858
Suburban
Premium
0
17
null
9
2021-03-09 15:21:39.155231
Good
Yes
Monthly
House
2,162
41,187
38
Female
1,576
Divorced
3
PhD
Unemployed
16.958405
Suburban
Comprehensive
null
7
508
5
2019-09-10 15:21:39.111551
Poor
No
Monthly
House
736
41,188
62
Female
3,941
Married
1
Bachelor's
Employed
26.967005
Suburban
Basic
2
17
584
5
2023-08-20 15:21:39.228521
Average
No
Rarely
House
34
41,189
36
Male
44,641
Single
2
High School
Employed
9.184625
Suburban
Comprehensive
0
7
801
3
2021-05-08 15:21:39.237118
Average
Yes
Monthly
Apartment
37
41,190
57
Female
7,385
Single
1
Master's
Unemployed
37.8307
Suburban
Premium
1
2
734
9
2022-01-19 15:21:39.134960
Average
Yes
Rarely
Condo
1,132
41,191
25
Male
26,883
Single
3
High School
null
5.374746
Urban
Premium
1
18
590
6
2020-07-31 15:21:39.167099
Poor
Yes
Monthly
House
727
41,192
50
Female
133,851
Married
2
High School
Employed
38.644875
Rural
Basic
0
9
718
9
2021-02-28 15:21:39.210805
Good
No
Weekly
Apartment
49
41,193
35
Male
2,833
Divorced
1
Master's
Employed
4.93556
Rural
Premium
4
4
830
5
2022-11-06 15:21:39.204790
Poor
Yes
Monthly
Apartment
119
41,194
49
Female
83,698
Divorced
3
High School
null
32.944762
Rural
Basic
1
8
842
5
2019-12-09 15:21:39.134960
Poor
No
Monthly
House
215
41,195
51
Male
64,418
Divorced
4
Bachelor's
null
33.602845
Urban
Premium
3
6
556
4
2022-12-11 15:21:39.274993
null
No
Monthly
Condo
2,373
41,196
42
Female
3,769
Divorced
1
Bachelor's
Employed
12.747945
Rural
Basic
0
2
758
3
2021-07-26 15:21:39.092127
Good
Yes
Rarely
House
350
41,197
36
Female
10,048
Single
0
Bachelor's
Employed
28.955357
Rural
Premium
1
5
417
6
2023-10-23 15:21:39.132191
Average
No
Daily
Apartment
1,443
41,198
60
Female
24,682
Single
4
Bachelor's
Employed
19.629471
Rural
Basic
2
7
390
2
2024-01-31 15:21:39.274993
Average
Yes
Monthly
Condo
1,115
41,199
38
Female
723
Single
0
PhD
null
41.869047
Urban
Premium
null
8
672
9
2022-12-18 15:21:39.147735
Good
No
Daily
Apartment
2,070