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
17,100
49
Female
16,069
Married
3
Bachelor's
Self-Employed
17.682878
Urban
Basic
1
7
847
4
2022-11-30 15:21:39.245086
Poor
Yes
Daily
House
478
17,101
32
Female
57,549
Married
1
Master's
Unemployed
49.499994
Rural
Basic
null
19
430
7
2022-07-06 15:21:39.194829
Poor
No
Daily
Apartment
708
17,102
18
Female
10,981
Divorced
2
PhD
null
18.381145
Suburban
Premium
1
1
null
7
2024-01-04 15:21:39.146733
Poor
No
Daily
Condo
2,890
17,103
61
Female
25,996
Single
4
PhD
Unemployed
45.81491
Rural
Basic
2
8
616
8
2022-08-30 15:21:39.254678
Good
No
Weekly
Apartment
1,037
17,104
36
Female
20,705
Divorced
0
Master's
Employed
20.791889
Rural
Basic
2
0
552
5
2024-05-06 15:21:39.106582
Average
Yes
Rarely
House
38
17,105
51
Female
2,473
Married
null
Master's
Employed
26.2825
Suburban
Basic
0
2
756
1
2019-09-10 15:21:39.267454
Good
Yes
Monthly
House
1,839
17,106
40
Female
123,192
Married
4
Bachelor's
null
10.474708
Suburban
Premium
null
19
381
1
2022-10-18 15:21:39.260856
Average
Yes
Weekly
House
123
17,107
53
Male
16,063
Divorced
0
Bachelor's
Employed
21.270898
Rural
Comprehensive
null
0
null
7
2023-07-28 15:21:39.155231
Average
Yes
Rarely
Condo
1,262
17,108
24
Female
38,651
Single
0
High School
Self-Employed
25.924459
Urban
Basic
1
11
657
4
2022-06-08 15:21:39.276901
Good
No
Daily
Condo
1,482
17,109
62
Male
22,017
Divorced
3
Bachelor's
Self-Employed
5.504894
Rural
Premium
0
1
812
3
2020-12-26 15:21:39.126661
null
Yes
Weekly
House
3,149
17,110
22
Female
3,370
Single
2
High School
Employed
28.926764
Rural
Basic
1
17
414
2
2023-08-27 15:21:39.081504
Poor
No
Rarely
Condo
813
17,111
58
Female
29,892
Single
2
Master's
Self-Employed
37.744334
Suburban
Premium
null
9
583
4
2020-12-03 15:21:39.192212
Poor
Yes
Weekly
Condo
813
17,112
62
Male
1,009
Married
3
Master's
Employed
41.253878
Urban
Premium
2
14
799
4
2021-02-24 15:21:39.121169
Average
No
Rarely
Apartment
1,204
17,113
31
Female
6,867
Single
4
PhD
Self-Employed
19.03058
Suburban
Basic
1
16
477
1
2019-09-15 15:21:39.085129
Good
No
Daily
Apartment
603
17,114
32
Male
40,540
Single
2
High School
null
22.335733
Urban
Comprehensive
0
4
null
5
2023-06-30 15:21:39.165120
Average
Yes
Weekly
House
453
17,115
35
Male
5,869
Married
2
Bachelor's
Unemployed
9.592087
Suburban
Premium
4
16
531
6
2023-08-07 15:21:39.134960
Good
Yes
Monthly
Condo
484
17,116
45
Female
4,957
Divorced
2
Master's
Unemployed
32.719871
Suburban
Basic
1
10
629
6
2019-10-15 15:21:39.130190
Good
No
Rarely
Apartment
451
17,117
64
Female
14,784
Married
2
High School
Self-Employed
19.939174
Rural
Basic
2
6
595
2
2020-08-28 15:21:39.134960
null
No
Monthly
Condo
1,477
17,118
33
Female
18,989
Single
4
Bachelor's
Unemployed
47.597969
Suburban
Premium
null
12
404
6
2020-03-16 15:21:39.098696
null
No
Rarely
Apartment
2,920
17,119
56
Female
35,073
Divorced
3
Master's
null
23.673881
Suburban
Basic
1
1
644
9
2019-10-26 15:21:39.278180
Average
Yes
Monthly
Apartment
1,241
17,120
31
Male
73,632
Single
null
High School
Unemployed
14.14802
Suburban
Premium
1
7
491
3
2020-02-21 15:21:39.134960
Good
No
Monthly
House
2,611
17,121
22
Female
17,292
Married
3
Master's
Employed
11.365732
Suburban
Comprehensive
1
15
649
1
2021-07-11 15:21:39.105504
Good
Yes
Rarely
Apartment
1,109
17,122
35
Female
9,094
Single
null
Bachelor's
null
51.691568
Rural
Premium
null
14
609
8
2020-01-21 15:21:39.170099
Good
No
Weekly
House
2,489
17,123
37
Male
3,908
Single
2
Bachelor's
null
null
Urban
Basic
1
8
614
8
2021-09-26 15:21:39.176717
Good
Yes
Weekly
Condo
1,797
17,124
44
Male
21,319
Married
4
High School
Unemployed
26.586079
Urban
Comprehensive
null
14
584
8
2020-07-08 15:21:39.166062
Good
Yes
Rarely
Apartment
81
17,125
58
Female
46,496
Married
2
Bachelor's
Self-Employed
38.390118
Urban
Comprehensive
2
7
525
7
2024-07-21 15:21:39.170099
Average
Yes
Monthly
Condo
125
17,126
26
Female
4,818
Divorced
1
High School
null
null
Suburban
Premium
0
9
688
3
2021-07-20 15:21:39.143708
Poor
Yes
Daily
Apartment
1,068
17,127
42
Male
39,454
Single
1
High School
null
40.644857
Urban
Basic
null
11
830
2
2023-09-02 15:21:39.194829
Good
Yes
Weekly
House
437
17,128
58
Male
117,225
Divorced
2
Master's
Self-Employed
27.955371
Urban
Premium
2
15
439
3
2021-11-24 15:21:39.186212
Good
No
Rarely
Condo
1,054
17,129
46
Male
45,630
Married
1
Master's
Unemployed
33.245022
Suburban
Premium
2
7
385
6
2022-11-11 15:21:39.221386
Good
Yes
Rarely
Condo
34
17,130
null
Female
1,077
Single
0
Master's
Self-Employed
12.802582
Urban
Basic
1
5
null
5
2020-09-21 15:21:39.171102
null
Yes
Weekly
Apartment
71
17,131
58
Male
5,636
Single
0
High School
Self-Employed
23.92224
Urban
Comprehensive
1
13
778
4
2022-12-16 15:21:39.244069
Average
Yes
Monthly
Apartment
373
17,132
50
Male
29,093
Married
4
Master's
null
47.939751
Rural
Comprehensive
null
16
null
3
2023-12-03 15:21:39.102694
Good
Yes
Monthly
Condo
1,131
17,133
20
Male
10,759
Single
0
Bachelor's
Employed
30.859605
Rural
Comprehensive
null
13
607
4
2023-08-15 15:21:39.175719
Good
No
Weekly
Condo
1,575
17,134
63
Female
22,712
Married
1
Master's
Self-Employed
19.869701
Suburban
Premium
2
17
733
1
2023-01-13 15:21:39.082499
Good
Yes
Monthly
Condo
894
17,135
60
Male
1,233
Divorced
3
Master's
Self-Employed
43.847463
Suburban
Comprehensive
1
14
null
1
2023-09-27 15:21:39.186212
Average
Yes
Daily
Apartment
2,128
17,136
30
Male
6,051
Divorced
3
Bachelor's
null
19.658884
Suburban
Premium
null
7
605
5
2019-09-22 15:21:39.254678
Average
No
Rarely
House
965
17,137
56
Female
null
Married
1
Master's
Unemployed
16.83495
Suburban
Basic
0
8
554
7
2024-03-11 15:21:39.288099
Average
Yes
Monthly
House
123
17,138
35
Male
4,899
Married
2
Master's
Self-Employed
11.172033
Suburban
Premium
0
17
591
6
2023-04-19 15:21:39.176717
Average
No
Weekly
Apartment
2,104
17,139
41
Female
47,833
Single
0
PhD
Self-Employed
41.411765
Urban
Premium
2
1
583
5
2024-08-07 15:21:39.254678
null
No
Weekly
Condo
979
17,140
50
Female
20,854
Single
4
High School
Unemployed
35.556588
Urban
Basic
1
14
568
5
2022-08-27 15:21:39.176717
Poor
No
Daily
Condo
1,327
17,141
31
Male
1,399
Married
4
High School
Employed
10.835944
Urban
Basic
null
0
495
8
2021-03-21 15:21:39.084065
Good
No
Weekly
Condo
2,319
17,142
27
Female
109,776
Divorced
4
Master's
Employed
45.992959
Rural
Comprehensive
null
4
574
9
2022-08-10 15:21:39.184157
Good
No
Weekly
House
109
17,143
62
Female
44,112
Married
null
Master's
null
51.70247
Suburban
Basic
0
7
783
7
2023-06-18 15:21:39.273973
Poor
No
Rarely
Apartment
981
17,144
40
Female
4,680
Married
3
PhD
Self-Employed
null
Rural
Comprehensive
0
10
null
1
2020-08-06 15:21:39.226954
Poor
Yes
Monthly
Apartment
1,276
17,145
48
Male
888
Single
4
High School
null
31.73929
Urban
Basic
2
13
635
7
2023-06-06 15:21:39.092127
Average
Yes
Monthly
Apartment
517
17,146
47
Male
2,156
Single
1
High School
Self-Employed
15.772932
Suburban
Comprehensive
0
6
696
4
2023-02-02 15:21:39.167099
Average
No
Weekly
House
203
17,147
45
Female
2,532
Divorced
null
Bachelor's
Employed
40.847302
Rural
Basic
1
1
757
5
2023-11-09 15:21:39.192212
Average
Yes
Weekly
Apartment
2,380
17,148
50
Male
23,751
Single
0
Bachelor's
Employed
32.692922
Rural
Premium
2
4
null
9
2021-02-25 15:21:39.237118
Good
Yes
Monthly
House
1,592
17,149
27
Male
9,963
Married
4
High School
Self-Employed
36.392584
Rural
Premium
2
14
782
9
2022-10-12 15:21:39.207847
Poor
No
Rarely
Apartment
1,777
17,150
19
Male
15,110
Single
1
Bachelor's
null
16.737745
Rural
Comprehensive
0
5
673
9
2024-05-01 15:21:39.237118
Average
Yes
Weekly
Apartment
836
17,151
33
Female
5,579
Divorced
0
Bachelor's
null
14.988839
Suburban
Comprehensive
0
6
490
9
2022-05-16 15:21:39.186212
Average
No
Rarely
House
407
17,152
50
Female
87,781
Single
4
Bachelor's
Unemployed
19.939102
Suburban
Basic
0
7
null
6
2023-06-30 15:21:39.243823
Poor
Yes
Monthly
House
371
17,153
35
Male
6,093
Single
3
High School
null
7.81929
Urban
Basic
null
3
454
3
2023-08-30 15:21:39.134960
Average
No
Monthly
Condo
819
17,154
18
Female
3,014
Married
null
Bachelor's
null
35.771658
Rural
Premium
1
5
515
7
2023-03-03 15:21:39.117183
Poor
No
Monthly
Apartment
148
17,155
53
Male
59,092
Married
1
Master's
Unemployed
null
Urban
Basic
null
6
595
6
2024-06-08 15:21:39.237118
null
No
Weekly
Apartment
1,595
17,156
32
Female
11,902
Divorced
1
High School
null
22.272748
Rural
Basic
0
6
831
4
2023-06-29 15:21:39.206847
Poor
Yes
Monthly
Condo
1,568
17,157
36
Female
31,214
Divorced
3
Bachelor's
Self-Employed
12.139538
Rural
Basic
1
8
712
4
2023-07-02 15:21:39.174719
Average
No
Rarely
Apartment
343
17,158
49
Female
1,218
Single
2
Master's
Employed
20.744229
Rural
Basic
0
3
506
6
2023-06-01 15:21:39.175719
Poor
No
Rarely
Condo
91
17,159
43
Female
57,564
Married
4
Master's
Unemployed
30.385561
Suburban
Comprehensive
2
16
504
4
2022-03-26 15:21:39.168099
Average
No
Weekly
Condo
2,379
17,160
54
Male
69,051
Divorced
4
PhD
Employed
30.818893
Urban
Comprehensive
null
13
555
4
2020-01-09 15:21:39.175719
Poor
Yes
Daily
Apartment
398
17,161
22
Female
6,849
Single
3
High School
null
6.898451
Rural
Comprehensive
null
16
493
7
2024-04-09 15:21:39.121169
Poor
No
Rarely
Condo
1,361
17,162
39
Female
1,220
Married
3
Bachelor's
Unemployed
11.05813
Urban
Basic
1
19
null
6
2020-08-24 15:21:39.248098
Poor
No
Monthly
House
111
17,163
25
Female
16,155
Married
3
High School
Self-Employed
25.86826
Suburban
Premium
null
8
456
1
2021-04-20 15:21:39.237118
Average
No
Weekly
Apartment
463
17,164
49
Male
92,985
Married
4
Master's
null
6.99398
Urban
Premium
1
6
438
1
2021-08-26 15:21:39.252145
null
Yes
Monthly
House
1,233
17,165
21
Female
1,469
Married
4
High School
Unemployed
7.456959
Rural
Premium
1
14
327
9
2020-08-17 15:21:39.083497
Average
Yes
Daily
Condo
1,368
17,166
63
Female
29,593
Single
2
Bachelor's
Employed
37.241224
Rural
Premium
1
14
775
7
2020-12-01 15:21:39.081504
Average
Yes
Rarely
Apartment
1,607
17,167
60
Female
8,447
Divorced
4
Master's
Employed
28.769622
Urban
Basic
null
2
518
2
2021-06-22 15:21:39.250151
Good
Yes
Monthly
House
150
17,168
22
Male
24,480
Married
3
Master's
Self-Employed
18.792827
Suburban
Basic
1
4
841
8
2023-09-21 15:21:39.169102
Poor
Yes
Rarely
Apartment
739
17,169
null
Female
44,333
Single
4
PhD
null
18.156966
Rural
Basic
1
14
657
2
2022-02-14 15:21:39.289099
Poor
Yes
Monthly
Apartment
1,431
17,170
37
Male
712
Divorced
2
Master's
Unemployed
10.788982
Suburban
Basic
0
2
474
9
2021-12-01 15:21:39.134960
Average
No
Monthly
Apartment
622
17,171
36
Female
1,289
Married
4
Bachelor's
Unemployed
20.279875
Suburban
Premium
0
15
697
1
2022-11-02 15:21:39.095696
Good
Yes
Rarely
Condo
49
17,172
44
Female
6,077
Married
4
High School
Unemployed
19.676624
Suburban
Comprehensive
3
19
705
4
2021-09-03 15:21:39.237118
Good
Yes
Daily
Condo
1,515
17,173
22
Male
39,058
Married
null
Bachelor's
Unemployed
24.965768
Urban
Premium
1
0
632
3
2023-07-09 15:21:39.237118
Average
Yes
Daily
Apartment
872
17,174
62
Male
24,476
Single
0
PhD
Unemployed
7.898205
Suburban
Basic
2
11
814
9
2019-10-02 15:21:39.264504
Poor
Yes
Weekly
Apartment
2,114
17,175
38
Male
102,541
Married
0
Bachelor's
null
15.684586
Urban
Premium
1
19
null
8
2023-01-30 15:21:39.207847
Good
No
Rarely
Condo
393
17,176
18
Male
43,892
Married
4
High School
null
16.828385
Rural
Comprehensive
0
14
null
9
2020-01-27 15:21:39.237118
Good
No
Monthly
House
586
17,177
42
Male
30,892
Single
1
Bachelor's
null
null
Rural
Comprehensive
0
15
null
5
2022-08-27 15:21:39.194829
Average
No
Weekly
Apartment
686
17,178
33
Male
null
Single
3
PhD
Unemployed
16.818668
Urban
Premium
null
1
454
4
2021-02-08 15:21:39.187211
Poor
No
Weekly
Apartment
100
17,179
50
Female
43,750
Married
0
Master's
Self-Employed
7.823721
Rural
Premium
1
10
548
3
2022-09-19 15:21:39.192212
Good
Yes
Daily
Apartment
1,795
17,180
37
Female
104,570
null
2
PhD
Employed
35.676531
Urban
Basic
0
19
418
9
2022-06-28 15:21:39.094752
Poor
No
Weekly
House
25
17,181
48
Female
9,094
Divorced
1
Master's
Unemployed
29.05229
Rural
Premium
null
13
null
6
2023-02-10 15:21:39.155231
Average
No
Monthly
Condo
831
17,182
44
Male
45,707
Divorced
1
Master's
Unemployed
11.011912
Urban
Comprehensive
null
1
null
3
2022-06-29 15:21:39.283783
Poor
Yes
Monthly
Apartment
2,564
17,183
44
Male
10,283
Married
4
Master's
Employed
22.944851
Suburban
Comprehensive
1
1
825
3
2020-07-18 15:21:39.274993
Average
Yes
Rarely
House
825
17,184
57
Female
4,769
Single
1
PhD
Unemployed
37.7492
Suburban
Comprehensive
null
12
507
8
2022-03-08 15:21:39.179186
Average
Yes
Monthly
Apartment
672
17,185
32
Male
45,939
Divorced
3
PhD
null
35.923172
Suburban
Basic
null
11
813
2
2022-07-05 15:21:39.189223
Average
No
Monthly
House
586
17,186
48
Male
18,152
Single
0
PhD
Employed
9.569879
Rural
Basic
2
11
313
1
2021-11-07 15:21:39.091080
Average
No
Rarely
Apartment
2,789
17,187
52
Female
627
Divorced
2
Bachelor's
Self-Employed
29.071629
Rural
Premium
1
2
514
6
2019-11-28 15:21:39.155231
null
Yes
Monthly
House
738
17,188
19
Male
3,142
Divorced
1
Bachelor's
null
29.934617
Rural
Premium
0
6
644
1
2023-01-21 15:21:39.202448
Average
No
Monthly
House
102
17,189
21
Female
24,886
Single
0
High School
Unemployed
25.539126
Rural
Premium
0
19
636
9
2020-09-19 15:21:39.271453
Poor
Yes
Weekly
House
389
17,190
40
Female
21,986
Married
4
Bachelor's
Unemployed
16.826713
Rural
Comprehensive
0
10
531
3
2019-11-09 15:21:39.092127
Poor
Yes
Weekly
Apartment
2,709
17,191
34
Male
25,961
Single
4
Bachelor's
Unemployed
18.054767
Suburban
Premium
0
14
632
8
2023-04-20 15:21:39.134960
Good
No
Monthly
Apartment
115
17,192
49
Female
492
Single
2
High School
null
21.790197
Rural
Comprehensive
null
7
482
5
2022-11-20 15:21:39.237118
Good
No
Monthly
Condo
3,558
17,193
57
Male
40,236
Divorced
4
High School
Employed
33.955663
Rural
Basic
1
12
446
8
2020-12-05 15:21:39.091080
Poor
No
Weekly
House
2,527
17,194
43
Male
22,998
Divorced
4
Bachelor's
Employed
14.414467
Rural
Comprehensive
null
3
712
6
2020-04-20 15:21:39.085129
null
No
Monthly
Apartment
1,622
17,195
25
Male
38,181
Single
null
Master's
Unemployed
50.828238
Urban
Basic
null
5
783
7
2019-12-21 15:21:39.276901
Good
No
Rarely
Condo
355
17,196
49
Male
40,991
Divorced
1
PhD
Employed
31.854995
Rural
Comprehensive
0
14
694
2
2023-11-25 15:21:39.229482
Average
No
Monthly
Apartment
669
17,197
58
Female
6,991
Divorced
null
High School
Employed
17.878593
Rural
Comprehensive
0
10
608
9
2021-03-29 15:21:39.155231
Good
Yes
Weekly
House
588
17,198
57
Male
39,883
Single
2
PhD
null
36.011413
Urban
Basic
null
4
534
3
2020-03-05 15:21:39.097737
Poor
No
Daily
Condo
1,131
17,199
32
Female
108,422
Single
4
PhD
null
12.682549
Urban
Comprehensive
3
0
487
2
2022-05-17 15:21:39.289099
Average
Yes
Daily
Condo
2,070