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
20,100
null
Male
117,094
Married
1
PhD
null
33.96768
Rural
Comprehensive
0
5
397
6
2023-11-22 15:21:39.152732
null
Yes
Monthly
Apartment
1,490
20,101
23
Female
15,641
Married
1
PhD
Self-Employed
10.726292
Suburban
Comprehensive
1
17
543
8
2024-07-14 15:21:39.179186
Good
Yes
Daily
Condo
793
20,102
30
Male
13,981
Single
null
High School
Self-Employed
9.899512
Urban
Premium
1
2
null
3
2022-02-14 15:21:39.181605
Poor
No
Weekly
House
2,064
20,103
39
Male
2,784
Divorced
0
PhD
Unemployed
34.867494
Suburban
Basic
0
3
418
2
2023-11-03 15:21:39.134960
Average
No
Daily
Condo
750
20,104
39
Female
8,383
Divorced
3
High School
Employed
13.757545
Rural
Basic
null
12
679
8
2022-04-16 15:21:39.246098
Poor
No
Daily
House
1,067
20,105
19
Male
74,261
Single
3
PhD
Unemployed
18.520137
Urban
Comprehensive
1
11
372
9
2020-02-16 15:21:39.126661
Poor
Yes
Monthly
Apartment
354
20,106
56
Male
39,910
Married
4
Bachelor's
Self-Employed
21.419319
Suburban
Comprehensive
0
8
713
7
2019-11-11 15:21:39.191219
Average
Yes
Monthly
Apartment
828
20,107
37
Male
6,930
Married
null
Master's
null
40.037151
Rural
Premium
null
1
542
3
2024-01-17 15:21:39.089116
Average
No
Daily
House
1,569
20,108
26
Male
5,942
Married
3
Bachelor's
null
43.673598
Suburban
Comprehensive
null
10
614
7
2021-08-07 15:21:39.228521
Good
No
Weekly
Apartment
523
20,109
36
Female
39,711
Married
3
High School
Self-Employed
33.336983
Rural
Premium
4
8
589
3
2020-02-07 15:21:39.082499
Good
No
Weekly
House
3,348
20,110
38
Female
5,823
Married
1
PhD
Self-Employed
25.898016
Suburban
Basic
0
4
null
3
2022-05-19 15:21:39.168099
Poor
Yes
Weekly
House
497
20,111
39
Female
16,297
Married
3
High School
null
8.94799
Rural
Basic
0
7
790
5
2021-11-25 15:21:39.192212
Poor
No
Rarely
Apartment
456
20,112
22
Male
13,894
Married
3
Bachelor's
Self-Employed
8.715431
Suburban
Comprehensive
0
7
null
2
2021-02-25 15:21:39.208842
Good
Yes
Rarely
House
1,522
20,113
24
Female
11,567
Single
0
Bachelor's
Unemployed
26.80968
Suburban
Comprehensive
1
5
587
9
2022-01-11 15:21:39.188220
Average
Yes
Weekly
Condo
488
20,114
64
Female
35,534
Single
1
Bachelor's
Employed
40.817305
Suburban
Comprehensive
0
4
847
9
2022-05-16 15:21:39.226954
Average
Yes
Weekly
House
481
20,115
61
Female
27,429
Married
4
PhD
Unemployed
8.756946
Urban
Comprehensive
0
6
326
9
2019-12-15 15:21:39.134960
Average
Yes
Rarely
Condo
1,265
20,116
25
Male
116,928
Divorced
null
High School
Unemployed
18.049784
Rural
Basic
null
7
377
6
2023-02-01 15:21:39.133866
Good
Yes
Daily
Condo
1,665
20,117
57
Male
38,175
Married
0
High School
Unemployed
22.351445
Rural
Basic
0
8
761
4
2023-11-04 15:21:39.175719
null
Yes
Weekly
Condo
768
20,118
56
Female
25,247
Single
3
Master's
Employed
21.786744
Urban
Basic
2
17
743
7
2024-08-15 15:21:39.155231
Good
Yes
Weekly
House
23
20,119
22
Male
77,463
Divorced
1
Bachelor's
null
20.363319
Suburban
Premium
null
3
371
6
2022-02-24 15:21:39.131192
Poor
Yes
Weekly
House
196
20,120
43
Male
34,693
Single
2
Bachelor's
Self-Employed
13.28235
Suburban
Comprehensive
0
15
364
6
2023-10-23 15:21:39.165120
Poor
No
Rarely
Condo
2,032
20,121
59
Male
6,418
Divorced
0
Bachelor's
Unemployed
18.958884
Suburban
Comprehensive
null
4
526
1
2023-03-15 15:21:39.155231
Good
No
Rarely
Apartment
244
20,122
19
Female
15,556
Divorced
0
PhD
Employed
null
Suburban
Comprehensive
null
9
386
6
2021-04-30 15:21:39.106582
Good
Yes
Monthly
Apartment
29
20,123
34
Female
20,517
Married
4
Bachelor's
null
21.764168
Urban
Premium
null
17
490
9
2022-12-19 15:21:39.174719
Good
Yes
Rarely
Apartment
3,280
20,124
29
Female
119,937
Single
0
Master's
Self-Employed
38.075859
Urban
Premium
1
14
637
5
2020-06-27 15:21:39.198406
Good
Yes
Monthly
Condo
168
20,125
46
Male
18,701
Divorced
4
High School
Self-Employed
48.936119
Urban
Comprehensive
0
2
788
9
2022-03-25 15:21:39.154008
Poor
Yes
Weekly
Apartment
49
20,126
28
Male
7,457
Single
2
High School
null
25.066336
Urban
Basic
null
16
571
9
2023-05-25 15:21:39.166062
Poor
No
Monthly
House
191
20,127
30
Male
5,718
Divorced
2
PhD
null
34.908438
Urban
Premium
0
6
582
9
2021-10-04 15:21:39.155231
Average
Yes
Weekly
Apartment
495
20,128
34
Female
63,974
Divorced
3
High School
Unemployed
29.636582
Suburban
Comprehensive
null
15
531
4
2023-11-24 15:21:39.171102
null
No
Monthly
House
431
20,129
41
Female
20,565
Divorced
1
Master's
Employed
23.724596
Suburban
Premium
2
13
null
3
2021-06-07 15:21:39.134960
Average
No
Weekly
Apartment
1,398
20,130
42
Female
4,026
Divorced
4
High School
Employed
26.844797
Suburban
Basic
1
6
523
8
2019-10-09 15:21:39.253660
Good
Yes
Weekly
House
1,073
20,131
60
Male
26,682
Single
3
High School
Employed
36.816403
Rural
Comprehensive
1
9
null
8
2021-01-14 15:21:39.245086
null
No
Daily
Condo
511
20,132
55
Male
45,969
Divorced
0
Master's
null
23.859596
Urban
Basic
0
19
329
5
2023-07-20 15:21:39.145732
Good
No
Weekly
Apartment
1,482
20,133
55
Female
12,098
Married
3
PhD
null
35.845626
Urban
Comprehensive
null
6
410
7
2020-12-09 15:21:39.254678
Poor
No
Rarely
House
537
20,134
55
Female
30,228
Married
0
Master's
Self-Employed
9.52751
Urban
Comprehensive
1
18
541
6
2020-04-05 15:21:39.194829
Poor
No
Weekly
Condo
1,087
20,135
53
Female
1,498
Divorced
0
Bachelor's
null
45.281853
Rural
Premium
null
14
425
1
2021-03-12 15:21:39.182597
Average
Yes
Rarely
Condo
1,154
20,136
27
Male
15,893
Married
2
High School
Self-Employed
36.038241
Urban
Basic
null
10
581
6
2022-10-05 15:21:39.134960
Good
Yes
Monthly
Condo
1,726
20,137
30
Female
10,698
Single
0
Master's
Unemployed
16.151188
Urban
Basic
1
2
661
1
2020-05-07 15:21:39.249100
Poor
Yes
Rarely
House
2,101
20,138
20
Female
8,839
Single
0
PhD
Employed
29.94856
Urban
Premium
null
6
704
8
2020-06-12 15:21:39.155231
Poor
No
Monthly
Apartment
439
20,139
50
Female
5,079
Divorced
3
PhD
Unemployed
13.171944
Rural
Premium
null
4
551
1
2020-12-10 15:21:39.283783
Good
No
Monthly
Apartment
744
20,140
53
Male
38,152
Single
1
PhD
null
22.73769
Rural
Premium
null
2
758
3
2024-07-24 15:21:39.146733
Average
Yes
Daily
Apartment
1,487
20,141
63
Female
43,485
Divorced
1
Master's
Self-Employed
null
Rural
Basic
1
10
619
9
2020-06-23 15:21:39.223390
Average
Yes
Rarely
House
24
20,142
32
Female
2,592
Single
2
High School
Employed
23.068125
Urban
Basic
null
2
844
3
2022-11-14 15:21:39.237118
Average
Yes
Weekly
Apartment
2,985
20,143
18
Male
29,055
Married
1
High School
null
38.05797
Suburban
Basic
1
8
762
9
2020-06-26 15:21:39.166062
Poor
Yes
Rarely
Condo
941
20,144
28
Male
10,027
Married
4
Bachelor's
Self-Employed
8.773783
Urban
Premium
null
6
578
1
2023-01-30 15:21:39.225916
Average
No
Daily
House
1,595
20,145
59
Female
2,651
Single
null
High School
Employed
9.868995
Rural
Basic
1
7
603
8
2020-10-15 15:21:39.104139
Good
No
Monthly
Apartment
388
20,146
36
Female
1,605
Divorced
null
Bachelor's
Unemployed
41.145767
Urban
Premium
0
12
null
5
2023-04-21 15:21:39.080440
null
Yes
Weekly
Condo
704
20,147
61
Male
9,984
Married
2
Bachelor's
Self-Employed
37.945007
Urban
Basic
2
17
689
9
2021-04-11 15:21:39.237118
Good
Yes
Weekly
Apartment
823
20,148
50
Male
8,927
Married
3
Bachelor's
null
26.716159
Suburban
Basic
0
2
null
9
2021-03-19 15:21:39.155231
Good
Yes
Weekly
House
1,705
20,149
55
Female
565
Married
3
High School
Unemployed
16.793878
Urban
Basic
1
13
359
3
2024-07-12 15:21:39.089116
Average
No
Daily
House
1,284
20,150
58
Male
65,980
Divorced
2
High School
null
32.977175
Urban
Premium
0
4
817
1
2022-11-21 15:21:39.172097
Poor
Yes
Daily
Condo
185
20,151
54
Male
39,723
Married
2
High School
Self-Employed
null
Rural
Comprehensive
2
2
726
3
2021-06-20 15:21:39.134960
Good
No
Rarely
Condo
1,834
20,152
36
Male
15,556
Single
2
PhD
Self-Employed
34.690869
Suburban
Premium
1
15
735
7
2021-05-13 15:21:39.134960
Average
Yes
Daily
Apartment
473
20,153
60
Male
16,891
Married
4
Master's
null
32.471625
Urban
Basic
null
16
607
1
2023-04-11 15:21:39.209847
Good
No
Daily
Apartment
1,009
20,154
20
Female
3,243
Single
4
Master's
Employed
26.151512
Rural
Premium
4
5
486
1
2023-12-28 15:21:39.290098
Good
Yes
Monthly
House
1,447
20,155
61
Male
11,402
Divorced
4
Master's
Unemployed
24.290559
Urban
Premium
1
1
514
4
2023-07-07 15:21:39.261856
Poor
No
Rarely
House
1,044
20,156
61
Male
34,693
Divorced
3
Bachelor's
null
23.859596
Urban
Comprehensive
2
18
null
3
2023-07-29 15:21:39.288099
Poor
Yes
Daily
House
543
20,157
23
Female
137,034
Married
3
PhD
Employed
41.163618
Urban
Premium
2
3
503
5
2024-03-21 15:21:39.233485
Average
No
Daily
Condo
1,166
20,158
35
Male
15,961
Divorced
3
High School
null
29.566211
Rural
Comprehensive
0
16
null
1
2022-10-21 15:21:39.134960
Poor
Yes
Daily
Condo
2,554
20,159
42
Male
13,542
Married
4
Master's
Employed
43.913637
Urban
Basic
0
6
531
9
2020-02-11 15:21:39.084065
Poor
No
Daily
Apartment
1,522
20,160
45
Male
8,241
Single
1
PhD
Self-Employed
17.16862
Rural
Basic
null
13
625
9
2023-01-06 15:21:39.219432
null
No
Monthly
Apartment
143
20,161
39
Female
17,073
Divorced
2
Bachelor's
null
44.694967
Rural
Premium
null
17
548
6
2019-10-13 15:21:39.286113
Good
Yes
Daily
Apartment
1,425
20,162
54
Female
73,976
Married
0
High School
Unemployed
8.835905
Suburban
Basic
0
6
393
6
2022-10-28 15:21:39.190215
Average
No
Monthly
House
1,746
20,163
40
Female
29,152
Single
1
PhD
Self-Employed
null
Suburban
Comprehensive
null
5
424
9
2024-05-29 15:21:39.086123
Poor
Yes
Daily
Apartment
971
20,164
36
Female
null
null
4
PhD
Unemployed
17.918648
Urban
Basic
1
12
387
9
2021-10-03 15:21:39.237118
Average
No
Daily
Condo
1,681
20,165
27
Male
20,720
Single
0
Master's
null
30.785834
Suburban
Premium
0
5
730
8
2024-03-15 15:21:39.223901
Good
No
Weekly
House
1,466
20,166
35
Female
8,508
Married
4
Bachelor's
null
29.81413
Urban
Premium
null
13
null
7
2022-08-07 15:21:39.221386
Good
No
Weekly
Apartment
3,954
20,167
41
Male
1,210
Single
2
Master's
null
3.836662
Urban
Basic
2
10
577
5
2023-12-15 15:21:39.134960
Good
Yes
Monthly
House
1,652
20,168
29
Male
39,749
Single
0
Bachelor's
Self-Employed
32.769844
Urban
Comprehensive
0
18
762
1
2019-10-14 15:21:39.123711
Poor
Yes
Rarely
Condo
946
20,169
42
Male
106,760
Married
3
High School
Employed
35.816309
Suburban
Comprehensive
0
17
394
1
2023-02-20 15:21:39.130190
Average
No
Rarely
House
2,142
20,170
48
Female
12,084
Divorced
3
High School
null
20.206024
Rural
Comprehensive
null
15
561
7
2023-10-19 15:21:39.206847
Good
No
Rarely
Apartment
1,304
20,171
46
Female
70,967
Divorced
3
Master's
null
51.638339
Rural
Basic
2
19
714
9
2022-02-08 15:21:39.134960
Poor
No
Monthly
Apartment
449
20,172
34
Male
null
Divorced
3
High School
Self-Employed
34.16864
Suburban
Premium
1
3
353
9
2021-09-22 15:21:39.267454
Poor
No
Rarely
Condo
358
20,173
26
Male
76,435
Married
1
High School
Unemployed
7.888481
Rural
Basic
0
17
434
7
2022-04-08 15:21:39.155231
Poor
Yes
Rarely
House
898
20,174
53
Male
54,878
Divorced
0
High School
null
18.764631
Suburban
Comprehensive
3
7
null
3
2021-05-11 15:21:39.134960
Good
No
Monthly
Condo
1,866
20,175
23
Male
8,984
Married
2
Master's
Unemployed
36.67832
Suburban
Basic
null
12
790
8
2022-02-27 15:21:39.093681
Poor
Yes
Rarely
Condo
772
20,176
34
Female
139,539
Single
3
Master's
null
15.186628
Urban
Premium
1
18
410
6
2023-01-28 15:21:39.097737
Poor
No
Daily
Condo
371
20,177
21
Female
7,357
Married
4
Master's
Employed
40.964998
Urban
Comprehensive
0
9
804
9
2020-01-25 15:21:39.237118
Average
No
Monthly
House
1,314
20,178
51
Male
40,676
Single
0
Bachelor's
Employed
38.824233
Urban
Comprehensive
null
0
381
7
2022-11-03 15:21:39.278402
null
Yes
Daily
Condo
807
20,179
28
Female
12,085
Single
null
Master's
null
38.913805
Suburban
Basic
null
19
373
3
2022-07-11 15:21:39.224915
Average
Yes
Weekly
Condo
1,169
20,180
23
Female
3,679
Married
3
Bachelor's
null
13.933295
Rural
Comprehensive
0
1
406
8
2020-01-03 15:21:39.089116
Average
Yes
Daily
Condo
657
20,181
57
Female
91,056
Married
1
High School
null
15.331527
Urban
Comprehensive
null
1
442
9
2021-06-28 15:21:39.259788
Poor
Yes
Daily
Condo
689
20,182
39
Male
5,873
Married
4
Master's
Self-Employed
27.957452
Rural
Comprehensive
0
13
641
7
2020-02-21 15:21:39.202448
Average
No
Rarely
Condo
642
20,183
20
Male
23,593
Single
1
Bachelor's
null
7.889316
Urban
Basic
1
3
null
6
2023-07-06 15:21:39.231531
Good
No
Weekly
House
1,228
20,184
61
Male
13,728
Divorced
1
High School
Employed
12.937352
Suburban
Basic
null
0
305
8
2021-03-05 15:21:39.223390
Good
Yes
Weekly
Apartment
831
20,185
26
Female
7,737
Married
1
PhD
Employed
24.865125
Suburban
Comprehensive
2
5
613
1
2020-07-19 15:21:39.151732
Average
No
Monthly
House
944
20,186
33
Female
54,486
Divorced
0
Bachelor's
Unemployed
20.72664
Suburban
Comprehensive
0
10
null
3
2021-09-13 15:21:39.237118
Poor
No
Daily
Condo
48
20,187
41
Male
40,183
Married
4
High School
Self-Employed
18.524914
Suburban
Comprehensive
null
6
638
5
2024-06-10 15:21:39.085129
Good
Yes
Rarely
Condo
807
20,188
24
Male
5,998
Single
4
Bachelor's
Employed
17.822921
Suburban
Premium
1
8
359
3
2024-03-03 15:21:39.276901
Good
No
Rarely
House
967
20,189
52
Female
1,079
Single
3
High School
Unemployed
11.914943
Suburban
Comprehensive
null
7
null
7
2022-03-20 15:21:39.092127
Poor
Yes
Rarely
Condo
2,543
20,190
32
Female
59,282
Single
0
High School
null
10.958153
Suburban
Comprehensive
null
9
555
1
2022-11-27 15:21:39.237118
Good
Yes
Monthly
Condo
248
20,191
62
Female
82,030
Single
1
PhD
Self-Employed
27.556827
Rural
Basic
1
1
null
2
2022-07-09 15:21:39.271453
Poor
No
Weekly
Condo
270
20,192
32
Male
38,343
Single
1
PhD
Self-Employed
null
Rural
Premium
1
13
null
8
2024-07-04 15:21:39.186212
Good
Yes
Weekly
Apartment
1,252
20,193
44
Female
28,215
Single
null
High School
Unemployed
28.587518
Rural
Premium
null
13
710
6
2020-08-05 15:21:39.185215
Average
No
Monthly
Apartment
23
20,194
28
Female
57,950
Single
0
Bachelor's
Unemployed
46.796711
Urban
Comprehensive
null
1
442
2
2022-03-23 15:21:39.226954
Good
Yes
Rarely
House
882
20,195
44
Female
null
Married
0
PhD
Unemployed
32.74474
Rural
Basic
2
7
388
1
2020-01-04 15:21:39.134960
Poor
No
Monthly
House
1,409
20,196
59
Male
23,648
Divorced
1
PhD
Employed
34.48575
Rural
Premium
null
17
809
3
2022-01-23 15:21:39.079128
Poor
No
Rarely
Condo
130
20,197
52
Female
null
Divorced
2
Bachelor's
null
26.893844
Suburban
Basic
1
13
513
8
2023-07-11 15:21:39.155231
null
No
Rarely
Apartment
256
20,198
49
Male
23,977
Single
1
PhD
Unemployed
17.187564
Urban
Comprehensive
1
6
790
8
2022-02-16 15:21:39.155231
Good
No
Weekly
Condo
792
20,199
29
Female
20,231
Single
2
PhD
null
23.56748
Urban
Basic
null
5
673
5
2020-11-04 15:21:39.226954
Average
No
Rarely
Apartment
1,149