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
27,100
36
Female
64,840
Divorced
0
Bachelor's
Employed
45.167617
Urban
Comprehensive
null
8
518
4
2019-08-23 15:21:39.259788
Average
Yes
Rarely
House
2,412
27,101
40
Female
26,200
Divorced
2
Bachelor's
Self-Employed
25.352628
Rural
Premium
2
9
506
7
2021-10-02 15:21:39.134960
Poor
No
Monthly
House
536
27,102
20
Female
20,692
Married
0
Bachelor's
null
35.044761
Suburban
Premium
null
8
677
7
2024-04-13 15:21:39.092127
Good
No
Rarely
House
1,025
27,103
63
Male
10,673
Single
2
High School
Self-Employed
17.86935
Rural
Premium
1
4
758
2
2020-12-29 15:21:39.226954
Average
No
Weekly
Condo
571
27,104
49
Female
17,069
Divorced
null
High School
Self-Employed
14.317045
Suburban
Comprehensive
1
19
null
2
2022-01-17 15:21:39.209847
Good
No
Weekly
Apartment
1,414
27,105
54
Female
468
Divorced
3
PhD
null
35.5501
Suburban
Basic
1
16
446
5
2022-12-01 15:21:39.213373
Poor
No
Weekly
Apartment
1,914
27,106
61
Female
4,933
Single
4
Master's
Unemployed
9.440091
Suburban
Basic
2
15
578
5
2023-10-29 15:21:39.259788
Good
Yes
Weekly
Condo
1,639
27,107
28
Male
66,611
Married
0
Master's
Self-Employed
30.948314
Suburban
Basic
0
17
389
3
2022-09-30 15:21:39.264504
Good
Yes
Daily
House
1,705
27,108
56
Female
5,528
Divorced
2
Master's
Self-Employed
4.441036
Suburban
Basic
0
16
744
9
2024-02-03 15:21:39.237118
null
Yes
Monthly
Condo
1,838
27,109
30
Male
25,003
Married
2
Master's
null
9.853507
Rural
Comprehensive
null
6
442
5
2020-04-26 15:21:39.171102
Average
Yes
Monthly
Condo
1,177
27,110
35
Male
63,398
Single
0
Bachelor's
Unemployed
6.788168
Rural
Basic
0
17
434
2
2020-07-31 15:21:39.237118
Poor
Yes
Weekly
Condo
597
27,111
48
Male
72,280
Single
3
Bachelor's
Employed
23.227027
Suburban
Premium
2
19
699
2
2020-07-15 15:21:39.167099
Good
Yes
Weekly
House
431
27,112
55
Male
6,942
Single
1
Bachelor's
Unemployed
null
Suburban
Basic
null
14
464
8
2023-03-26 15:21:39.237118
Good
No
Weekly
Condo
1,631
27,113
51
Female
18,498
Divorced
4
Master's
Employed
29.478602
Rural
Basic
1
4
438
4
2021-05-10 15:21:39.216387
Poor
No
Rarely
House
1,572
27,114
57
Female
52,710
Single
4
PhD
Employed
13.829303
Urban
Basic
null
3
733
6
2022-02-06 15:21:39.155231
Poor
No
Daily
Apartment
85
27,115
34
Female
29,076
Divorced
2
PhD
Unemployed
43.01123
Rural
Comprehensive
1
8
null
5
2020-07-17 15:21:39.090124
Poor
Yes
Rarely
Condo
609
27,116
27
Male
38,152
Married
4
Bachelor's
null
14.928221
Rural
Premium
null
10
573
7
2019-09-21 15:21:39.231531
Poor
No
Monthly
House
582
27,117
34
Male
12,897
Divorced
0
PhD
null
15.084855
Rural
Comprehensive
1
5
637
2
2021-05-16 15:21:39.155231
Average
Yes
Weekly
Condo
869
27,118
37
Female
18,561
Divorced
1
Master's
Self-Employed
25.539136
Urban
Comprehensive
1
1
785
1
2023-06-14 15:21:39.082499
Good
Yes
Rarely
Condo
371
27,119
32
Female
62,265
Married
null
Master's
null
22.189371
Urban
Premium
null
5
312
1
2023-11-23 15:21:39.134960
Good
Yes
Weekly
Apartment
565
27,120
38
Male
35,885
Married
2
Master's
Unemployed
42.16275
Rural
Comprehensive
0
18
609
5
2023-08-12 15:21:39.134960
Poor
Yes
Daily
House
350
27,121
52
Female
30,331
Married
3
Master's
Self-Employed
22.082659
Suburban
Premium
null
17
null
5
2022-06-19 15:21:39.108562
Poor
Yes
Rarely
House
843
27,122
26
Female
5,835
Divorced
0
High School
Unemployed
33.579325
Rural
Comprehensive
null
4
440
8
2020-05-01 15:21:39.231531
null
No
Monthly
House
308
27,123
54
Female
49,766
Single
0
High School
Unemployed
43.173804
Urban
Basic
0
7
676
1
2021-11-18 15:21:39.134960
Good
No
Monthly
House
86
27,124
49
Male
3,062
Single
3
High School
Unemployed
35.96087
Suburban
Premium
0
17
560
8
2023-11-21 15:21:39.131192
Average
No
Daily
House
101
27,125
54
Male
25,509
Single
0
High School
null
10.277918
Urban
Comprehensive
2
18
432
8
2022-12-13 15:21:39.202448
Good
No
Monthly
Apartment
1,213
27,126
28
Male
111,098
Single
0
High School
null
null
Suburban
Basic
0
8
446
9
2020-03-13 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,672
27,127
52
Female
43,470
Married
1
Bachelor's
Employed
32.37102
Suburban
Comprehensive
0
0
522
3
2020-10-31 15:21:39.134960
Good
Yes
Weekly
House
29
27,128
53
Male
4,568
Married
null
Bachelor's
Employed
34.07868
Rural
Premium
0
12
332
2
2022-07-07 15:21:39.155231
Poor
Yes
Rarely
Condo
961
27,129
40
Male
null
Divorced
1
PhD
Self-Employed
11.068409
Rural
Basic
3
9
531
2
2021-10-25 15:21:39.181605
Average
No
Rarely
House
2,765
27,130
44
Female
43,732
Single
1
PhD
null
25.898143
Urban
Comprehensive
1
9
686
2
2023-09-27 15:21:39.176717
Poor
No
Weekly
Condo
654
27,131
19
Female
16,073
null
0
Master's
Unemployed
21.781908
Suburban
Premium
0
3
605
3
2022-11-11 15:21:39.260856
Average
Yes
Weekly
Apartment
965
27,132
22
Male
127,960
null
2
Master's
Unemployed
42.253038
Rural
Basic
null
5
351
5
2020-08-20 15:21:39.218388
null
Yes
Rarely
Condo
3,153
27,133
60
Male
76,766
Single
4
High School
null
30.676345
Urban
Comprehensive
0
8
690
9
2022-02-11 15:21:39.134960
null
No
Rarely
Apartment
391
27,134
50
Male
25,863
Divorced
null
Bachelor's
Employed
22.908291
Urban
Premium
0
4
647
6
2022-12-11 15:21:39.126661
Poor
Yes
Daily
Apartment
1,110
27,135
52
Male
26,246
Divorced
2
PhD
Self-Employed
31.935833
Urban
Premium
null
8
554
1
2022-11-28 15:21:39.276901
Good
Yes
Monthly
Apartment
614
27,136
24
Female
5,881
Married
0
Master's
Unemployed
22.410022
Urban
Premium
1
8
710
3
2024-06-22 15:21:39.180553
Good
Yes
Daily
House
782
27,137
25
Male
989
Married
2
Master's
Unemployed
19.812474
Rural
Basic
0
6
727
5
2021-11-26 15:21:39.155231
Poor
No
Rarely
Apartment
130
27,138
22
Female
28,650
Divorced
1
Bachelor's
Employed
10.948708
Urban
Comprehensive
null
7
614
2
2022-05-29 15:21:39.281787
Poor
Yes
Monthly
Condo
1,621
27,139
35
Male
53,828
Single
2
Master's
Self-Employed
36.326906
Urban
Basic
1
14
615
6
2024-08-06 15:21:39.166062
Poor
No
Rarely
Apartment
120
27,140
59
Female
8,079
Married
null
Master's
Employed
18.813481
Rural
Premium
1
11
843
8
2021-08-15 15:21:39.134960
Average
Yes
Daily
Apartment
537
27,141
60
Male
25,143
Divorced
0
Bachelor's
Employed
14.128097
Suburban
Premium
0
12
null
5
2024-08-15 15:21:39.079128
Poor
No
Daily
Condo
2,197
27,142
60
Male
10,015
Married
4
Bachelor's
Unemployed
19.917484
Suburban
Comprehensive
1
15
848
5
2021-07-11 15:21:39.172097
Good
No
Weekly
Condo
1,136
27,143
46
Female
27,160
Married
2
Bachelor's
Employed
15.724702
Rural
Basic
2
2
573
4
2022-07-02 15:21:39.090124
Average
Yes
Rarely
Condo
2,159
27,144
55
Female
43,747
Married
null
Bachelor's
Self-Employed
23.874991
Suburban
Premium
null
7
566
7
2021-10-14 15:21:39.116179
Good
No
Daily
Apartment
641
27,145
25
Female
82,266
Single
4
Bachelor's
Unemployed
36.816777
Suburban
Basic
1
18
373
1
2022-02-13 15:21:39.105504
Average
No
Rarely
House
3,044
27,146
47
Female
6,098
Divorced
1
Master's
Self-Employed
25.8957
Urban
Basic
2
19
null
9
2024-03-11 15:21:39.209847
Average
Yes
Daily
Condo
829
27,147
43
Male
30,803
Divorced
0
PhD
Self-Employed
26.795027
Urban
Comprehensive
0
16
538
3
2022-10-19 15:21:39.209847
Average
Yes
Daily
Apartment
812
27,148
50
Female
32,947
Single
4
Master's
Self-Employed
16.143395
Suburban
Basic
1
0
577
6
2020-12-15 15:21:39.264504
Good
Yes
Weekly
Apartment
941
27,149
60
Male
null
Married
4
High School
Employed
22.074126
Suburban
Basic
3
8
618
4
2020-02-27 15:21:39.237118
Poor
No
Rarely
Apartment
3,341
27,150
58
Male
71,273
Single
4
PhD
null
31.638794
Urban
Premium
2
15
493
3
2021-08-17 15:21:39.226954
null
Yes
Rarely
Condo
2,826
27,151
null
Female
8,069
Divorced
4
PhD
null
7.848298
Suburban
Comprehensive
1
18
727
4
2023-10-28 15:21:39.097737
Poor
No
Weekly
Condo
1,148
27,152
40
Female
32,729
Divorced
4
High School
null
8.847299
Rural
Premium
0
2
486
3
2023-08-22 15:21:39.155231
Good
No
Monthly
Condo
543
27,153
20
Male
29,092
Single
0
PhD
Employed
12.790956
Suburban
Basic
0
6
845
6
2019-11-08 15:21:39.237118
Poor
Yes
Rarely
House
1,058
27,154
41
Female
5,860
Single
3
Master's
Employed
13.959654
Suburban
Basic
2
17
615
5
2021-08-01 15:21:39.155231
Poor
Yes
Daily
Apartment
2,853
27,155
37
Male
4,079
Single
1
High School
null
39.566772
Urban
Premium
1
13
671
6
2020-03-08 15:21:39.098696
Good
No
Daily
House
110
27,156
55
Female
7,966
Single
1
High School
null
49.744663
Urban
Comprehensive
2
14
642
7
2022-01-21 15:21:39.174719
Poor
No
Daily
Apartment
1,005
27,157
34
Male
null
Married
1
High School
Unemployed
51.622673
Urban
Comprehensive
null
3
517
2
2023-02-27 15:21:39.146733
Average
No
Monthly
Condo
603
27,158
52
Female
3,689
Divorced
1
Bachelor's
Self-Employed
10.704774
Urban
Comprehensive
null
16
547
5
2022-03-03 15:21:39.084065
Good
No
Daily
Apartment
1,974
27,159
53
Male
7,879
Divorced
1
High School
null
30.788836
Rural
Comprehensive
0
5
609
9
2021-08-07 15:21:39.175719
Good
No
Daily
Condo
456
27,160
30
Female
23,641
Married
4
Master's
Employed
18.067427
Urban
Basic
null
14
null
8
2021-06-01 15:21:39.130190
Good
No
Daily
Condo
532
27,161
44
Male
17,992
Married
0
Bachelor's
null
17.08171
Urban
Basic
0
3
658
3
2020-05-17 15:21:39.219432
Average
No
Monthly
Condo
456
27,162
28
Male
18,380
Divorced
1
Master's
null
11.018976
Suburban
Premium
0
2
473
4
2023-12-03 15:21:39.091080
Average
No
Weekly
Condo
954
27,163
48
Female
11,858
Married
2
Bachelor's
Self-Employed
32.085385
Rural
Comprehensive
1
2
658
7
2020-08-08 15:21:39.173834
Good
No
Weekly
House
529
27,164
51
Male
26,241
Single
1
Bachelor's
Self-Employed
39.636304
Rural
Basic
1
16
607
6
2024-07-23 15:21:39.173834
Average
No
Rarely
Apartment
788
27,165
37
Male
26,427
Single
3
Master's
null
8.478884
Suburban
Comprehensive
2
7
676
6
2024-05-19 15:21:39.172097
Good
No
Monthly
Condo
906
27,166
28
Female
25,404
Divorced
4
Bachelor's
Employed
27.547633
Suburban
Basic
1
12
727
5
2023-06-18 15:21:39.134960
Average
Yes
Weekly
House
1,077
27,167
42
Male
43,970
Single
0
Bachelor's
null
24.829685
Rural
Basic
1
12
673
9
2023-09-25 15:21:39.102694
Good
No
Rarely
Apartment
992
27,168
25
Male
2,829
Single
3
PhD
Unemployed
4.391664
Urban
Basic
5
0
584
4
2023-02-23 15:21:39.201446
Poor
Yes
Rarely
House
745
27,169
42
Male
26,373
Divorced
1
PhD
Unemployed
25.391208
Suburban
Basic
0
14
null
2
2021-05-29 15:21:39.134960
Good
Yes
Monthly
Condo
1,419
27,170
54
Male
8,232
Married
2
Bachelor's
Self-Employed
34.739843
Rural
Basic
null
6
838
9
2022-12-17 15:21:39.207847
Poor
Yes
Daily
Apartment
1,360
27,171
18
Male
61,357
Married
4
PhD
Self-Employed
44.170838
Suburban
Premium
null
18
775
2
2024-07-16 15:21:39.155231
Average
Yes
Monthly
Condo
391
27,172
52
Female
29,095
Married
2
PhD
Employed
39.707985
Rural
Comprehensive
0
10
541
4
2022-09-13 15:21:39.216387
Poor
No
Daily
House
719
27,173
38
Female
3,624
Married
0
PhD
Self-Employed
38.829501
Rural
Premium
0
19
574
9
2020-02-16 15:21:39.134960
Good
No
Monthly
House
2,197
27,174
32
Female
15,283
Married
3
Master's
Unemployed
27.604511
Urban
Premium
2
12
773
8
2022-06-03 15:21:39.181605
Good
Yes
Weekly
Apartment
1,478
27,175
48
Female
14,741
Married
1
Master's
null
20.976343
Urban
Comprehensive
3
11
null
9
2021-02-24 15:21:39.268507
Poor
No
Daily
Condo
533
27,176
64
Female
28,982
Married
3
High School
Self-Employed
12.682421
Suburban
Comprehensive
1
2
657
4
2023-07-03 15:21:39.155231
Poor
No
Monthly
Condo
48
27,177
62
Male
33,005
Single
2
PhD
Employed
11.096147
Rural
Premium
0
19
633
9
2022-12-05 15:21:39.215386
Good
No
Monthly
House
1,068
27,178
30
Male
12,721
Divorced
1
Master's
Self-Employed
35.077579
Suburban
Premium
1
12
512
2
2023-07-16 15:21:39.117183
Poor
No
Weekly
House
830
27,179
22
Male
16,061
Single
2
Bachelor's
null
33.797629
Rural
Comprehensive
2
11
376
7
2024-07-21 15:21:39.281787
Average
No
Weekly
Apartment
1,659
27,180
51
Female
35,948
Divorced
1
PhD
null
20.928555
Rural
Comprehensive
0
15
548
9
2022-12-24 15:21:39.276901
Poor
No
Weekly
House
285
27,181
57
Female
9,094
Single
1
PhD
Employed
20.989691
Urban
Premium
1
15
622
4
2019-10-07 15:21:39.215386
null
No
Daily
Apartment
1,132
27,182
38
Female
18,795
Single
4
PhD
null
22.31187
Rural
Basic
0
1
null
7
2023-03-14 15:21:39.170099
Poor
Yes
Daily
Condo
1,306
27,183
53
Male
42,294
Married
1
Master's
Employed
22.41174
Suburban
Comprehensive
2
18
806
1
2020-02-01 15:21:39.237118
Poor
Yes
Weekly
Apartment
616
27,184
55
Male
80,598
Divorced
4
High School
null
22.849491
Urban
Basic
0
12
449
7
2021-11-18 15:21:39.126661
Poor
No
Monthly
House
1,321
27,185
46
Female
6,439
Single
null
Master's
Unemployed
44.074211
Rural
Comprehensive
1
5
704
5
2020-11-03 15:21:39.254678
null
Yes
Rarely
Apartment
1,206
27,186
29
Male
61,952
null
null
Bachelor's
Employed
null
Suburban
Basic
1
4
742
8
2021-11-22 15:21:39.256696
Good
Yes
Weekly
Apartment
526
27,187
26
Female
71,556
Married
2
PhD
Employed
14.990504
Suburban
Basic
null
10
623
8
2023-02-09 15:21:39.098696
Average
No
Weekly
House
248
27,188
19
Female
1,267
Single
null
Bachelor's
Self-Employed
10.282649
Urban
Basic
0
11
483
3
2024-01-11 15:21:39.155231
Average
Yes
Daily
House
816
27,189
30
Female
null
Divorced
2
Master's
Employed
29.726834
Urban
Premium
0
13
481
5
2023-03-17 15:21:39.134960
Average
No
Weekly
Apartment
36
27,190
20
Female
17,227
Divorced
0
High School
Employed
13.677944
Urban
Basic
3
19
676
2
2021-12-05 15:21:39.237118
Average
Yes
Weekly
Apartment
2,344
27,191
35
Female
40,425
Married
1
Bachelor's
Employed
8.263329
Rural
Basic
null
7
381
8
2020-01-14 15:21:39.251142
Average
No
Daily
Condo
713
27,192
49
Female
29,076
Single
4
Master's
null
7.639691
Rural
Basic
null
3
452
6
2021-03-21 15:21:39.144722
Poor
Yes
Daily
House
1,393
27,193
38
Female
86,699
Single
1
Master's
null
24.090327
Urban
Comprehensive
1
13
701
7
2021-06-15 15:21:39.288099
Poor
Yes
Monthly
Condo
110
27,194
41
Female
92,829
Divorced
3
PhD
null
40.07827
Rural
Comprehensive
2
17
null
9
2024-05-01 15:21:39.237118
null
No
Monthly
House
2,155
27,195
64
Female
35,177
Divorced
null
PhD
Self-Employed
16.914778
Suburban
Basic
1
2
682
8
2021-07-12 15:21:39.118178
Good
No
Weekly
House
150
27,196
49
Female
3,879
Divorced
3
Master's
Employed
13.95812
Rural
Comprehensive
0
1
710
7
2021-09-10 15:21:39.237118
null
No
Rarely
Apartment
523
27,197
27
Female
16,981
Single
4
Master's
null
14.983056
Urban
Comprehensive
0
1
745
7
2021-06-01 15:21:39.095696
Average
No
Daily
Apartment
2,472
27,198
26
Male
21,392
Married
2
Master's
Unemployed
47.960961
Rural
Basic
null
11
808
9
2022-10-06 15:21:39.091080
Poor
Yes
Daily
House
2,786
27,199
47
Male
45,906
Single
1
Bachelor's
null
33.891071
Suburban
Comprehensive
null
14
658
9
2022-10-28 15:21:39.186212
Good
No
Weekly
Apartment
772