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
34,100
44
Female
2,571
Married
4
High School
null
17.887915
Rural
Premium
null
3
567
1
2020-09-28 15:21:39.219432
Average
Yes
Monthly
House
2,415
34,101
26
Female
29,591
Single
4
PhD
Unemployed
29.678435
Rural
Comprehensive
0
0
null
5
2020-07-07 15:21:39.134960
Good
No
Daily
Apartment
1,826
34,102
53
Female
63,872
Divorced
0
Master's
Self-Employed
27.933721
Suburban
Comprehensive
null
8
438
8
2020-05-26 15:21:39.264504
Average
Yes
Daily
Apartment
963
34,103
63
Female
2,458
Single
null
Master's
null
31.967281
Rural
Premium
null
2
821
1
2024-02-26 15:21:39.258696
null
No
Monthly
Apartment
1,448
34,104
21
Male
23,648
Married
3
Bachelor's
Employed
14.091318
Urban
Premium
2
13
603
3
2023-07-21 15:21:39.185215
Good
No
Weekly
Apartment
1,158
34,105
22
Female
95,936
Married
1
High School
Employed
40.835226
Urban
Comprehensive
1
12
476
5
2022-06-19 15:21:39.180553
Good
Yes
Weekly
Apartment
2,065
34,106
52
Female
15,991
Married
2
Master's
null
null
Rural
Premium
0
9
548
2
2021-02-01 15:21:39.220389
Average
No
Monthly
House
725
34,107
57
Male
1,727
Divorced
0
Master's
null
33.65785
Suburban
Premium
2
16
705
8
2024-02-19 15:21:39.155231
Poor
No
Monthly
Condo
1,527
34,108
33
Female
82,665
Divorced
1
PhD
null
12.011463
Suburban
Comprehensive
null
9
312
5
2020-07-22 15:21:39.264504
null
No
Monthly
Condo
157
34,109
56
Male
9,072
Married
3
Master's
Unemployed
19.78891
Rural
Basic
1
3
602
5
2023-07-15 15:21:39.182597
Average
No
Weekly
Condo
881
34,110
23
Female
15,983
Single
4
PhD
null
22.933721
Rural
Basic
0
17
786
4
2023-12-25 15:21:39.095696
Poor
Yes
Weekly
Apartment
1,169
34,111
43
Male
45,716
Single
2
Master's
Employed
34.152361
Rural
Basic
null
14
602
9
2021-11-26 15:21:39.100695
Average
No
Daily
Apartment
1,112
34,112
31
Male
53,562
Single
2
Bachelor's
Self-Employed
28.869808
Suburban
Comprehensive
0
7
447
6
2022-10-01 15:21:39.237118
Good
Yes
Monthly
House
39
34,113
29
Male
102,348
Divorced
1
High School
Employed
14.934981
Rural
Comprehensive
2
5
615
8
2020-12-03 15:21:39.095696
Average
Yes
Rarely
Apartment
321
34,114
23
Female
43,795
Married
1
PhD
Employed
24.992689
Rural
Comprehensive
1
19
613
4
2020-07-07 15:21:39.133866
Poor
No
Monthly
House
798
34,115
27
Male
21,300
Single
1
High School
Self-Employed
18.422218
Suburban
Comprehensive
null
8
588
4
2020-07-10 15:21:39.279729
Average
No
Daily
House
657
34,116
46
Male
6,130
Divorced
null
PhD
Self-Employed
16.908871
Rural
Premium
2
14
724
1
2020-02-25 15:21:39.237118
null
No
Daily
Apartment
872
34,117
48
Female
20,571
Single
0
PhD
Employed
26.766209
Rural
Premium
0
11
767
3
2021-04-07 15:21:39.090124
Average
No
Daily
House
566
34,118
42
Female
4,059
Married
1
PhD
Unemployed
51.71703
Rural
Premium
null
8
581
8
2024-08-04 15:21:39.155231
Average
Yes
Rarely
Apartment
2,670
34,119
33
Female
75,520
Married
1
Master's
Employed
35.437937
Rural
Premium
2
12
349
4
2020-05-29 15:21:39.194829
Average
Yes
Weekly
House
1,036
34,120
22
Male
939
Divorced
4
PhD
Unemployed
null
Suburban
Comprehensive
0
12
602
7
2021-04-13 15:21:39.122134
Poor
Yes
Weekly
House
827
34,121
45
Female
5,541
Married
1
Master's
Self-Employed
22.503435
Rural
Basic
1
16
351
9
2022-11-15 15:21:39.245086
Average
Yes
Daily
Condo
703
34,122
21
Female
7,984
Married
0
Bachelor's
Self-Employed
27.636584
Suburban
Premium
1
6
null
5
2020-03-13 15:21:39.102694
Average
No
Daily
Apartment
645
34,123
54
Male
5,864
Married
4
Bachelor's
null
25.068335
Rural
Basic
1
10
493
8
2019-10-09 15:21:39.182597
Poor
Yes
Rarely
Apartment
733
34,124
44
Male
49,029
Divorced
null
High School
Self-Employed
28.868441
Urban
Comprehensive
1
2
352
7
2022-11-13 15:21:39.194829
Poor
No
Daily
Condo
216
34,125
63
Male
68,306
Single
1
Bachelor's
Employed
29.965795
Suburban
Basic
null
19
402
2
2019-09-05 15:21:39.261856
Average
Yes
Weekly
Apartment
2,126
34,126
25
Female
17,175
Married
2
Bachelor's
null
22.353514
Suburban
Comprehensive
null
16
468
3
2020-05-22 15:21:39.134960
Poor
Yes
Weekly
Apartment
3,070
34,127
22
Female
45,966
Married
3
High School
Self-Employed
23.843131
Rural
Basic
null
18
508
8
2024-02-01 15:21:39.134960
Poor
Yes
Weekly
Condo
813
34,128
38
Male
100
Divorced
2
Bachelor's
Self-Employed
20.395937
Urban
Premium
2
3
646
8
2021-03-30 15:21:39.224915
Good
No
Daily
House
565
34,129
22
Female
20,458
Married
4
Bachelor's
null
17.076641
Urban
Basic
1
3
585
2
2022-06-02 15:21:39.155231
Poor
No
Weekly
House
1,373
34,130
36
Male
11,607
Single
1
Bachelor's
Employed
26.717531
Suburban
Comprehensive
2
11
646
2
2023-05-19 15:21:39.248098
Average
No
Monthly
House
3,222
34,131
21
Female
1,444
Divorced
null
PhD
Self-Employed
15.789543
Urban
Premium
null
18
587
3
2024-06-01 15:21:39.254678
Poor
Yes
Rarely
Condo
2,677
34,132
42
Male
44,241
Divorced
2
PhD
null
12.283087
Rural
Premium
null
2
651
6
2020-11-10 15:21:39.080440
Average
No
Daily
Condo
663
34,133
56
Male
36,571
Divorced
4
High School
Self-Employed
26.575032
Urban
Basic
2
5
846
9
2019-09-01 15:21:39.221386
Average
No
Daily
Condo
365
34,134
56
Female
52,813
Married
1
Bachelor's
Self-Employed
20.938705
Rural
Comprehensive
1
16
616
9
2022-12-19 15:21:39.192212
Poor
Yes
Rarely
Apartment
100
34,135
63
Male
30,892
Married
null
PhD
Unemployed
28.869005
Urban
Basic
0
9
639
5
2022-07-18 15:21:39.173661
Good
No
Monthly
Apartment
1,269
34,136
54
Male
16,799
Single
null
High School
null
46.49897
Rural
Premium
0
16
466
2
2022-10-22 15:21:39.134960
Good
Yes
Rarely
Condo
64
34,137
27
Female
14,984
Single
3
Bachelor's
null
38.705879
Suburban
Basic
null
8
507
1
2022-06-15 15:21:39.172097
Good
Yes
Monthly
House
1,560
34,138
21
Female
85,581
Married
1
Bachelor's
null
38.80496
Urban
Basic
2
2
727
4
2022-08-25 15:21:39.253660
Poor
No
Daily
Apartment
110
34,139
51
Female
16,281
Single
3
PhD
null
31.814911
Suburban
Basic
1
0
618
6
2021-07-16 15:21:39.276901
Average
No
Weekly
Condo
1,643
34,140
61
Male
18,368
Single
0
Bachelor's
null
28.957425
Rural
Comprehensive
0
6
695
4
2021-03-19 15:21:39.092127
Poor
Yes
Rarely
Apartment
639
34,141
54
Male
17,900
Married
3
PhD
Unemployed
31.672938
Rural
Comprehensive
null
9
458
1
2021-07-19 15:21:39.148733
Average
Yes
Monthly
House
903
34,142
37
Female
23,118
Divorced
0
PhD
null
9.806462
Urban
Comprehensive
1
3
723
2
2023-03-20 15:21:39.198406
Poor
No
Rarely
House
1,620
34,143
48
Female
4,821
Married
1
Bachelor's
Unemployed
13.890679
Urban
Comprehensive
null
5
null
7
2020-01-14 15:21:39.186212
Good
Yes
Monthly
House
26
34,144
39
Male
74,869
Divorced
2
High School
Employed
29.122486
Suburban
Basic
null
8
357
6
2022-11-01 15:21:39.111551
Poor
Yes
Rarely
Condo
1,618
34,145
46
Male
1,208
Married
0
PhD
Employed
27.786879
Suburban
Comprehensive
null
19
621
8
2019-12-12 15:21:39.257696
Poor
No
Daily
Condo
915
34,146
38
Male
15,951
Married
null
Master's
Self-Employed
41.639061
Suburban
Basic
null
12
442
3
2021-11-20 15:21:39.245086
Average
No
Weekly
House
581
34,147
37
Female
61,559
Married
3
High School
Self-Employed
26.124024
Rural
Basic
0
1
454
4
2019-08-20 15:21:39.085129
Poor
No
Monthly
Apartment
890
34,148
21
Female
52,690
Single
0
Master's
Unemployed
50.839215
Rural
Comprehensive
1
13
402
6
2020-05-29 15:21:39.180553
Good
No
Rarely
Condo
894
34,149
60
Male
12,993
Single
4
Master's
null
22.073852
Suburban
Premium
null
17
null
7
2021-02-25 15:21:39.155231
Good
No
Weekly
Condo
998
34,150
31
Female
43,789
Single
3
PhD
null
47.89868
Suburban
Comprehensive
1
6
815
7
2022-10-07 15:21:39.274993
Poor
Yes
Weekly
Condo
1,091
34,151
30
Female
10,086
Divorced
4
Bachelor's
Self-Employed
23.807324
Suburban
Comprehensive
1
2
493
8
2023-11-01 15:21:39.217387
null
Yes
Rarely
Apartment
1,149
34,152
51
Female
4,274
Married
2
Bachelor's
Self-Employed
37.038148
Rural
Premium
1
10
834
3
2023-01-31 15:21:39.237118
Average
Yes
Daily
Condo
303
34,153
39
Female
44,618
Divorced
3
Master's
Self-Employed
6.967513
Suburban
Basic
3
8
563
5
2022-08-16 15:21:39.088124
Poor
No
Daily
Apartment
1,411
34,154
62
Male
18,216
Single
1
Bachelor's
Employed
13.693834
Urban
Premium
null
12
452
8
2023-06-08 15:21:39.222387
Good
Yes
Weekly
House
734
34,155
49
Male
22,250
Divorced
4
High School
null
12.772611
Urban
Comprehensive
2
5
null
4
2021-12-28 15:21:39.249100
Poor
No
Daily
House
650
34,156
23
Male
3,563
Divorced
null
High School
Unemployed
45.882463
Urban
Comprehensive
4
6
394
6
2022-01-31 15:21:39.204790
Poor
No
Rarely
Condo
2,026
34,157
27
Female
43,887
Married
1
High School
null
35.929473
Suburban
Basic
0
4
616
8
2019-09-16 15:21:39.168099
Poor
Yes
Weekly
House
2,959
34,158
20
Male
63,692
Married
0
Master's
Self-Employed
34.033631
Urban
Premium
1
14
493
9
2021-11-20 15:21:39.134960
null
Yes
Daily
Apartment
1,691
34,159
35
Female
2,889
Divorced
0
High School
null
4.920923
Suburban
Premium
0
14
371
1
2020-04-20 15:21:39.274993
Good
Yes
Weekly
Condo
795
34,160
53
Male
18,272
Divorced
1
High School
Employed
31.935364
Rural
Premium
0
9
311
1
2021-02-03 15:21:39.254678
Average
Yes
Daily
Condo
1,617
34,161
22
Female
6,879
Single
1
Bachelor's
Self-Employed
40.666958
Rural
Comprehensive
0
17
616
9
2020-04-21 15:21:39.226954
Average
Yes
Weekly
Apartment
49
34,162
54
Male
5,892
Married
1
PhD
Self-Employed
27.413576
Urban
Comprehensive
1
0
573
8
2022-02-12 15:21:39.237118
Good
No
Monthly
Condo
696
34,163
53
Female
18,463
Married
3
Master's
null
5.788043
Suburban
Basic
null
15
597
4
2023-10-25 15:21:39.247098
Good
Yes
Rarely
House
3,090
34,164
41
Male
30,450
Divorced
0
PhD
null
null
Rural
Basic
0
12
694
3
2023-10-29 15:21:39.132191
Poor
Yes
Daily
Apartment
1,407
34,165
null
Male
6,501
Married
3
Bachelor's
null
45.039454
Urban
Premium
0
18
null
6
2023-01-06 15:21:39.114118
Poor
Yes
Weekly
Condo
577
34,166
32
Male
25,671
Divorced
3
Master's
Self-Employed
10.288818
Urban
Comprehensive
null
14
517
1
2022-09-27 15:21:39.200452
Average
Yes
Weekly
Condo
665
34,167
47
Female
16,501
Divorced
2
Bachelor's
Employed
14.881757
Rural
Premium
2
2
802
1
2024-01-24 15:21:39.209847
Average
No
Monthly
Condo
2,105
34,168
22
Female
12,892
Married
1
PhD
null
null
Rural
Basic
null
14
437
7
2024-04-30 15:21:39.134960
Average
Yes
Monthly
Apartment
464
34,169
52
Female
28,509
Married
1
Bachelor's
null
10.929674
Rural
Comprehensive
null
7
776
1
2022-06-13 15:21:39.155231
Poor
Yes
Weekly
House
1,284
34,170
28
Male
633
Married
4
PhD
Unemployed
30.633208
Rural
Basic
null
2
434
7
2020-10-17 15:21:39.236064
Average
No
Monthly
House
767
34,171
60
Male
7,991
Divorced
3
Bachelor's
Employed
20.817963
Urban
Basic
null
12
745
8
2020-07-23 15:21:39.126661
Average
No
Monthly
Condo
1,430
34,172
40
Female
14,207
Single
3
High School
null
50.959802
Rural
Basic
1
16
422
7
2020-05-17 15:21:39.250151
Good
Yes
Rarely
Condo
626
34,173
30
Female
18,860
Divorced
3
Master's
Unemployed
10.539214
Rural
Premium
1
5
627
6
2021-03-25 15:21:39.253660
Average
Yes
Daily
House
1,025
34,174
55
Male
143,831
Divorced
1
Master's
null
null
Rural
Comprehensive
1
15
null
2
2023-01-16 15:21:39.115178
Poor
No
Monthly
Apartment
2,104
34,175
35
Female
35,419
Divorced
1
Master's
Unemployed
32.744973
Rural
Comprehensive
1
9
null
2
2020-07-25 15:21:39.237118
Poor
No
Monthly
Condo
961
34,176
56
Male
20,381
Divorced
4
Bachelor's
Employed
7.814287
Urban
Comprehensive
0
17
617
9
2024-01-02 15:21:39.155231
Average
Yes
Rarely
House
2,060
34,177
30
Male
11,787
Single
1
Master's
Unemployed
20.081628
Rural
Comprehensive
0
18
720
7
2020-06-24 15:21:39.109552
Average
Yes
Monthly
Condo
1,958
34,178
36
Female
55,052
Married
1
Bachelor's
Self-Employed
15.573404
Rural
Premium
2
14
390
9
2022-08-25 15:21:39.164044
Good
No
Daily
House
1,579
34,179
34
Female
18,453
Single
0
PhD
Unemployed
38.138934
Urban
Comprehensive
0
11
null
1
2022-05-22 15:21:39.155231
Average
Yes
Monthly
Apartment
1,528
34,180
64
Male
61,810
Single
3
Bachelor's
Self-Employed
29.469839
Urban
Premium
0
4
331
8
2020-08-20 15:21:39.217387
Poor
Yes
Weekly
House
1,035
34,181
45
Male
27,189
Divorced
0
High School
Unemployed
null
Suburban
Basic
1
0
null
1
2022-07-10 15:21:39.193945
Good
No
Rarely
House
449
34,182
53
Male
20,287
Married
2
High School
Employed
41.351625
Suburban
Basic
null
2
641
7
2023-06-24 15:21:39.261856
Poor
Yes
Monthly
Condo
769
34,183
35
Female
21,474
Divorced
4
High School
Unemployed
18.826572
Suburban
Basic
1
7
null
6
2023-12-22 15:21:39.252145
Average
Yes
Daily
House
959
34,184
50
Female
116,979
Divorced
null
PhD
Employed
22.079578
Suburban
Comprehensive
2
16
808
7
2020-05-15 15:21:39.122134
Average
No
Daily
Condo
4,317
34,185
46
Male
53,907
Married
3
Bachelor's
Self-Employed
5.488865
Urban
Comprehensive
null
4
397
7
2024-05-07 15:21:39.256696
Good
Yes
Daily
Condo
830
34,186
54
Female
26,200
Single
4
High School
null
20.481944
Rural
Basic
null
13
603
2
2023-04-19 15:21:39.146733
Average
No
Monthly
House
473
34,187
33
Female
15,485
Single
4
Master's
Employed
35.839694
Rural
Basic
1
5
582
2
2020-05-29 15:21:39.084065
Good
Yes
Daily
Apartment
741
34,188
51
Female
19,809
Divorced
4
High School
Unemployed
42.848468
Suburban
Basic
2
17
686
2
2023-02-17 15:21:39.133866
Good
No
Daily
Condo
643
34,189
25
Female
20,563
Married
null
Bachelor's
Employed
24.139413
Urban
Basic
0
4
607
5
2022-10-24 15:21:39.276901
Good
No
Daily
House
595
34,190
28
Female
6,958
Single
4
Master's
Unemployed
17.078688
Rural
Premium
null
10
645
1
2022-01-17 15:21:39.134960
Poor
Yes
Daily
Condo
964
34,191
19
Female
11,597
Divorced
3
PhD
Self-Employed
40.221386
Rural
Comprehensive
2
9
575
2
2023-04-01 15:21:39.220389
Average
Yes
Weekly
Condo
478
34,192
24
Female
2,702
Married
1
Bachelor's
Employed
22.908465
Urban
Basic
1
2
483
2
2021-06-11 15:21:39.155231
Poor
No
Daily
Apartment
471
34,193
55
Female
67,911
Divorced
1
Master's
Employed
51.879057
Suburban
Premium
2
3
576
6
2022-05-18 15:21:39.144722
Good
No
Rarely
Condo
1,077
34,194
19
Male
43,464
Married
3
High School
Employed
31.519458
Urban
Premium
1
14
475
8
2021-06-29 15:21:39.205850
Poor
Yes
Monthly
Condo
1,590
34,195
46
Male
43,975
Married
4
High School
null
15.828886
Suburban
Basic
0
17
677
9
2020-02-18 15:21:39.152732
Poor
No
Daily
House
2,417
34,196
48
Female
40,682
Married
4
Master's
Employed
24.729722
Suburban
Basic
2
6
822
5
2024-01-17 15:21:39.134960
Poor
No
Monthly
Condo
3,134
34,197
40
Female
101,067
Single
3
PhD
Employed
25.824214
Rural
Premium
2
4
542
6
2021-07-18 15:21:39.274993
Good
Yes
Rarely
Condo
177
34,198
52
Female
45,320
Single
0
High School
Self-Employed
28.397878
Suburban
Comprehensive
0
0
551
1
2022-07-29 15:21:39.105504
Poor
No
Rarely
House
1,618
34,199
23
Female
16,288
Single
1
Master's
Employed
null
Urban
Basic
0
15
null
4
2022-12-12 15:21:39.237118
Poor
Yes
Rarely
House
150