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
1,170,100
24
Female
4,431
Divorced
3
High School
Employed
34.73943
Urban
Basic
1
18
null
8
2024-05-30 15:21:39.182597
Average
Yes
Weekly
Condo
126
1,170,101
47
Male
34,139
Divorced
2
High School
Self-Employed
48.935573
Suburban
Comprehensive
2
13
null
4
2024-03-03 15:21:39.109552
Poor
No
Monthly
Apartment
812
1,170,102
29
Female
null
Single
4
High School
Unemployed
17.82777
Suburban
Basic
null
0
609
2
2023-02-07 15:21:39.103944
null
Yes
Rarely
Condo
354
1,170,103
35
Male
86,288
Married
4
Master's
null
16.307613
Rural
Premium
0
19
393
9
2023-06-30 15:21:39.130190
Poor
No
Daily
Apartment
930
1,170,104
47
Female
3,717
Single
null
Bachelor's
Employed
34.056156
Suburban
Premium
1
0
397
9
2020-07-03 15:21:39.230483
Average
No
Rarely
Apartment
710
1,170,105
58
Male
6,072
Married
2
Master's
Self-Employed
16.716287
Rural
Premium
0
2
null
1
2020-09-01 15:21:39.092127
Good
No
Rarely
House
658
1,170,106
18
Male
1,301
Married
3
High School
Unemployed
24.792616
Rural
Comprehensive
null
3
536
4
2021-08-13 15:21:39.148733
Poor
Yes
Daily
House
26
1,170,107
32
Male
13,501
Single
null
Bachelor's
Employed
26.299963
Urban
Premium
0
1
755
7
2024-01-28 15:21:39.256696
Poor
Yes
Daily
Condo
2,880
1,170,108
64
Male
38,255
Divorced
null
PhD
Unemployed
14.869107
Suburban
Basic
null
11
449
7
2019-10-04 15:21:39.230483
Poor
Yes
Weekly
House
1,297
1,170,109
19
Female
116,977
Single
4
PhD
Employed
null
Urban
Basic
1
0
319
4
2022-09-25 15:21:39.260856
Good
No
Daily
House
821
1,170,110
39
Male
33,018
Married
0
Master's
Employed
40.361621
Rural
Premium
1
13
770
5
2021-11-10 15:21:39.209847
Average
No
Daily
Condo
2,765
1,170,111
27
Female
null
Single
2
High School
Employed
27.445098
Rural
Premium
null
13
null
5
2020-02-25 15:21:39.155231
Average
Yes
Rarely
Apartment
295
1,170,112
38
Female
6,906
Married
2
PhD
Employed
12.746337
Suburban
Comprehensive
1
12
662
8
2023-05-13 15:21:39.237118
Average
No
Weekly
House
2,792
1,170,113
62
Male
40,456
Single
1
Bachelor's
null
46.072054
Rural
Basic
0
9
null
5
2020-11-26 15:21:39.155231
Good
Yes
Monthly
Condo
201
1,170,114
58
Male
18,071
Single
0
Bachelor's
Employed
27.684206
Suburban
Premium
0
16
697
7
2024-06-12 15:21:39.116179
Poor
No
Monthly
House
1,829
1,170,115
40
Male
63,722
Single
1
PhD
null
16.289414
Suburban
Premium
0
4
303
8
2022-12-20 15:21:39.228521
Average
Yes
Weekly
Apartment
593
1,170,116
28
Male
23,755
Single
1
High School
null
35.981304
Rural
Premium
0
14
690
8
2020-01-17 15:21:39.217387
Poor
Yes
Rarely
Apartment
489
1,170,117
45
Female
12,053
Married
2
High School
Employed
40.442577
Suburban
Premium
1
1
766
1
2023-01-21 15:21:39.155231
Average
Yes
Monthly
Condo
773
1,170,118
57
Female
29,098
Married
2
PhD
null
5.30383
Suburban
Comprehensive
1
9
482
7
2020-05-12 15:21:39.289099
null
No
Rarely
House
283
1,170,119
18
Female
11,035
Married
1
High School
null
33.605552
Urban
Comprehensive
null
2
414
6
2023-06-30 15:21:39.104139
Poor
Yes
Monthly
Condo
2,913
1,170,120
22
Male
39,259
Divorced
4
Bachelor's
Employed
8.601937
Suburban
Basic
null
17
665
2
2022-04-18 15:21:39.280784
Good
Yes
Rarely
Condo
3,819
1,170,121
21
Male
24,897
Divorced
4
Bachelor's
Employed
4.651895
Suburban
Comprehensive
1
7
709
6
2021-10-19 15:21:39.152732
Average
No
Rarely
Apartment
1,476
1,170,122
31
Male
72,732
Single
2
Master's
Self-Employed
31.186618
Rural
Premium
1
2
492
1
2020-10-29 15:21:39.274993
Average
Yes
Weekly
Apartment
3,937
1,170,123
62
Male
3,377
Married
3
PhD
null
12.796081
Suburban
Basic
null
13
635
8
2021-09-01 15:21:39.283783
Average
No
Monthly
House
2,219
1,170,124
38
Female
63,943
Married
0
Master's
Self-Employed
30.73469
Rural
Premium
4
6
407
6
2023-10-24 15:21:39.287115
Good
Yes
Daily
Condo
471
1,170,125
43
Female
4,921
Single
4
High School
Unemployed
38.144865
Suburban
Basic
1
3
598
5
2023-10-03 15:21:39.173834
Average
Yes
Daily
House
2,091
1,170,126
32
Male
29,407
Married
3
High School
Unemployed
34.260012
Suburban
Premium
1
15
615
7
2020-04-12 15:21:39.155231
Poor
Yes
Daily
House
2,770
1,170,127
21
Male
20,897
Divorced
1
High School
Employed
null
Urban
Premium
0
2
679
9
2020-01-16 15:21:39.254678
Average
Yes
Monthly
House
1,257
1,170,128
36
Male
32,738
Married
0
Master's
Self-Employed
22.716795
Urban
Comprehensive
1
17
638
7
2023-12-10 15:21:39.237118
Good
No
Rarely
House
2,250
1,170,129
25
Male
5,294
Single
0
High School
Self-Employed
15.06503
Suburban
Basic
1
15
401
9
2021-04-26 15:21:39.265513
Average
No
Monthly
Apartment
837
1,170,130
38
Male
4,884
Single
1
Master's
null
22.827235
Urban
Comprehensive
null
1
478
8
2022-03-07 15:21:39.121169
Average
Yes
Daily
House
1,354
1,170,131
64
Male
28,602
Married
0
Master's
Self-Employed
24.23347
Rural
Premium
1
16
354
9
2020-09-30 15:21:39.286113
Poor
No
Weekly
Condo
3,022
1,170,132
56
Male
2,779
Married
3
Bachelor's
null
3.843038
Rural
Comprehensive
2
17
567
4
2020-11-01 15:21:39.237118
Good
Yes
Rarely
Apartment
1,329
1,170,133
61
Female
18,074
Single
3
PhD
Employed
26.756798
Rural
Premium
null
0
790
7
2021-02-23 15:21:39.287115
Poor
No
Weekly
Apartment
1,096
1,170,134
32
Female
1,220
Single
1
Master's
Self-Employed
18.436916
Urban
Basic
null
16
476
6
2024-06-14 15:21:39.120168
Poor
No
Weekly
House
1,142
1,170,135
62
Male
38,480
Divorced
0
High School
Self-Employed
15.839046
Rural
Basic
0
17
799
2
2021-03-14 15:21:39.125660
Poor
Yes
Rarely
Apartment
1,303
1,170,136
24
Male
null
Divorced
4
PhD
null
28.982145
Urban
Basic
0
16
null
4
2023-07-04 15:21:39.189223
Poor
No
Rarely
Apartment
213
1,170,137
51
Female
52,430
Divorced
0
High School
null
19.895369
Rural
Comprehensive
null
10
510
2
2022-02-25 15:21:39.095696
Poor
No
Rarely
Apartment
2,726
1,170,138
41
Male
6,791
Single
null
Master's
null
19.910626
Suburban
Comprehensive
1
0
542
6
2019-12-28 15:21:39.274993
Poor
No
Monthly
House
1,029
1,170,139
45
Female
14,518
Married
0
Bachelor's
Self-Employed
50.161835
Rural
Premium
null
16
456
2
2020-03-22 15:21:39.123711
Average
No
Monthly
Apartment
1,777
1,170,140
47
Female
16,739
Single
3
High School
Unemployed
13.828166
Rural
Basic
1
9
515
2
2022-04-15 15:21:39.174719
Poor
No
Weekly
House
1,653
1,170,141
55
Female
18,077
Single
null
Bachelor's
Unemployed
26.898086
Suburban
Basic
null
14
null
3
2020-02-16 15:21:39.223901
Good
No
Monthly
House
1,349
1,170,142
22
Male
13,093
Married
0
Master's
Unemployed
14.839728
Rural
Premium
null
19
434
9
2023-12-27 15:21:39.117183
Poor
Yes
Monthly
House
1,252
1,170,143
59
Female
12,981
Divorced
3
High School
null
20.835364
Urban
Comprehensive
null
0
775
8
2023-09-03 15:21:39.134960
Poor
Yes
Daily
House
963
1,170,144
42
Female
58,029
Married
0
Master's
Employed
43.557065
Suburban
Comprehensive
null
9
308
1
2023-03-26 15:21:39.155231
Good
No
Weekly
Apartment
809
1,170,145
27
Male
39,731
Single
3
Master's
Employed
11.584565
Suburban
Basic
null
11
491
6
2021-07-08 15:21:39.134960
Average
No
Rarely
House
541
1,170,146
58
Male
18,368
Single
2
PhD
null
44.658611
Urban
Basic
0
5
793
5
2022-10-07 15:21:39.084065
Average
No
Daily
House
938
1,170,147
50
Female
104,478
Single
3
Bachelor's
Unemployed
15.449221
Suburban
Comprehensive
0
2
584
1
2023-01-01 15:21:39.179186
Good
No
Monthly
House
112
1,170,148
46
Male
4,259
Married
3
Master's
Self-Employed
29.151644
Suburban
Premium
0
14
401
5
2021-02-17 15:21:39.194829
Poor
Yes
Rarely
Apartment
115
1,170,149
41
Male
6,764
Married
1
PhD
Self-Employed
3.487033
Urban
Basic
2
5
482
2
2020-08-19 15:21:39.134960
Average
Yes
Daily
Apartment
1,035
1,170,150
46
Female
15,902
Single
3
High School
Self-Employed
45.181626
Suburban
Premium
null
17
659
4
2023-09-20 15:21:39.209847
Poor
Yes
Monthly
Condo
280
1,170,151
57
Male
4,743
Married
null
Master's
Self-Employed
28.939829
Suburban
Comprehensive
1
13
449
9
2023-06-24 15:21:39.194829
null
Yes
Weekly
House
1,524
1,170,152
46
Male
72,440
Divorced
3
Master's
Unemployed
null
Urban
Basic
1
12
469
5
2020-03-27 15:21:39.288099
Poor
Yes
Rarely
Apartment
39
1,170,153
26
Male
46,329
Married
4
Bachelor's
null
6.084612
Suburban
Basic
null
9
607
8
2021-06-26 15:21:39.194829
Poor
No
Monthly
Condo
1,712
1,170,154
39
Female
2,699
Single
2
Bachelor's
Employed
8.121301
Suburban
Premium
1
5
841
9
2020-06-26 15:21:39.237118
Average
Yes
Weekly
House
2,294
1,170,155
33
Male
12,981
Single
0
Master's
Employed
25.490174
Urban
Premium
1
12
464
8
2023-12-09 15:21:39.155231
Good
Yes
Monthly
Condo
1,501
1,170,156
48
Female
46,217
Divorced
2
PhD
Unemployed
22.73432
Urban
Comprehensive
1
10
629
3
2023-06-27 15:21:39.134960
Average
No
Rarely
House
478
1,170,157
24
Male
35,657
Single
3
High School
null
31.0534
Rural
Premium
null
5
637
8
2020-08-12 15:21:39.172097
Good
Yes
Weekly
Apartment
774
1,170,158
62
Male
71,087
Married
null
PhD
Unemployed
6.529432
Suburban
Comprehensive
0
0
445
9
2020-11-11 15:21:39.287115
Average
No
Weekly
Apartment
1,547
1,170,159
55
Male
28,863
Single
3
High School
null
46.065129
Suburban
Premium
null
5
796
3
2022-11-29 15:21:39.218388
Average
Yes
Rarely
Apartment
513
1,170,160
55
Male
24,983
Single
4
High School
Unemployed
38.626518
Urban
Basic
1
3
null
1
2022-11-18 15:21:39.207847
Poor
Yes
Monthly
Apartment
538
1,170,161
23
Male
31,700
Single
0
Bachelor's
Unemployed
32.747817
Urban
Basic
null
10
671
1
2019-10-15 15:21:39.134960
Poor
Yes
Weekly
House
32
1,170,162
null
Male
24,562
Married
0
Master's
Self-Employed
23.291598
Suburban
Comprehensive
2
12
522
8
2020-07-24 15:21:39.134960
Average
No
Daily
Condo
1,871
1,170,163
43
Female
null
Married
3
Bachelor's
Unemployed
37.817296
Suburban
Basic
null
18
null
2
2023-08-11 15:21:39.199447
Poor
Yes
Weekly
House
85
1,170,164
45
Male
54,791
Single
2
Master's
Self-Employed
17.948533
Rural
Premium
0
10
478
1
2024-01-20 15:21:39.144722
Good
Yes
Daily
Apartment
333
1,170,165
58
Female
45,652
Divorced
4
High School
null
21.764234
Urban
Premium
null
17
417
9
2024-05-04 15:21:39.147735
Good
No
Rarely
Apartment
728
1,170,166
38
Male
2,533
Divorced
3
Master's
Employed
42.836802
Rural
Comprehensive
0
13
473
4
2023-12-31 15:21:39.207847
Good
Yes
Weekly
Apartment
573
1,170,167
32
Male
7,319
Married
4
High School
Employed
49.895978
Rural
Basic
null
14
372
8
2020-12-29 15:21:39.114118
Good
No
Daily
Condo
1,333
1,170,168
52
Female
911
Married
3
PhD
null
33.670761
Urban
Basic
null
5
708
3
2020-07-30 15:21:39.134960
Poor
No
Daily
Condo
1,847
1,170,169
61
Male
11,590
Divorced
3
Master's
null
21.782267
Urban
Comprehensive
1
15
727
1
2023-11-04 15:21:39.167099
Poor
Yes
Monthly
House
772
1,170,170
59
Female
22,767
Single
2
High School
null
47.939053
Suburban
Comprehensive
null
0
null
1
2021-04-16 15:21:39.108562
Good
No
Weekly
Condo
961
1,170,171
37
Female
74,053
Single
4
PhD
null
31.916739
Suburban
Premium
0
19
419
2
2024-07-03 15:21:39.146733
Poor
No
Monthly
Condo
462
1,170,172
21
Female
723
Married
3
High School
Employed
38.367623
Rural
Basic
null
0
788
8
2024-02-21 15:21:39.130190
null
No
Weekly
Condo
1,214
1,170,173
42
Male
18,177
Divorced
1
PhD
Employed
null
Rural
Premium
1
0
591
2
2020-08-27 15:21:39.277975
Average
No
Monthly
Apartment
882
1,170,174
47
Female
6,691
Married
4
High School
Unemployed
16.602138
Urban
Basic
1
0
356
7
2022-06-27 15:21:39.255696
Good
No
Rarely
House
1,478
1,170,175
55
Female
10,116
Married
0
PhD
Employed
7.242571
Rural
Comprehensive
0
6
786
1
2023-08-24 15:21:39.101733
Average
Yes
Monthly
Apartment
1,040
1,170,176
63
Female
null
Married
4
Master's
null
35.23521
Urban
Basic
2
16
787
2
2024-02-01 15:21:39.269494
Average
Yes
Daily
Apartment
40
1,170,177
31
Female
45,388
Married
3
High School
Self-Employed
28.711153
Suburban
Basic
1
19
319
4
2023-11-03 15:21:39.134960
Average
Yes
Weekly
Apartment
884
1,170,178
39
Female
95,212
Married
2
Master's
Self-Employed
42.863325
Rural
Basic
1
4
342
5
2022-01-17 15:21:39.084065
Poor
No
Weekly
House
1,490
1,170,179
49
Female
12,791
Married
4
Bachelor's
Unemployed
30.637192
Urban
Comprehensive
null
11
506
6
2020-01-19 15:21:39.189223
Poor
Yes
Monthly
Apartment
801
1,170,180
27
Male
6,051
Married
0
Bachelor's
null
40.5891
Urban
Comprehensive
2
16
538
3
2022-07-24 15:21:39.273973
Good
Yes
Weekly
House
1,796
1,170,181
60
Male
10,984
Single
3
High School
null
20.629874
Urban
Premium
1
2
473
2
2020-11-19 15:21:39.223901
Good
Yes
Daily
House
513
1,170,182
51
Male
5,817
Married
4
High School
null
30.096805
Urban
Premium
2
9
665
7
2023-09-19 15:21:39.102694
Poor
Yes
Monthly
Condo
569
1,170,183
35
Female
91,860
Divorced
3
High School
null
24.16735
Urban
Basic
2
12
437
2
2024-05-21 15:21:39.169102
Poor
No
Daily
House
705
1,170,184
46
Male
29,316
Single
4
High School
Employed
6.624782
Suburban
Comprehensive
null
12
439
1
2021-03-06 15:21:39.172097
Poor
Yes
Monthly
Apartment
538
1,170,185
60
Male
null
Married
0
PhD
null
41.734271
Suburban
Premium
0
10
745
9
2022-12-22 15:21:39.204790
Average
Yes
Rarely
Apartment
100
1,170,186
50
Female
5,090
Divorced
3
PhD
Self-Employed
16.278461
Urban
Premium
0
5
511
7
2021-02-24 15:21:39.121169
Good
No
Daily
Condo
921
1,170,187
36
Male
27,892
Married
1
Master's
Self-Employed
20.537916
Suburban
Comprehensive
null
0
842
8
2020-03-05 15:21:39.276901
Good
No
Weekly
House
1,677
1,170,188
26
Female
28,199
Divorced
2
High School
Self-Employed
null
Suburban
Comprehensive
0
7
827
9
2020-03-03 15:21:39.192212
Poor
No
Monthly
Apartment
809
1,170,189
41
Female
26,963
Divorced
1
Master's
Self-Employed
30.945891
Urban
Comprehensive
1
9
null
3
2022-10-14 15:21:39.237118
Poor
No
Rarely
Condo
1,251
1,170,190
53
Female
13,303
Divorced
0
Bachelor's
Self-Employed
22.182734
Suburban
Comprehensive
0
17
748
7
2024-02-12 15:21:39.213373
Average
No
Rarely
House
1,216
1,170,191
26
Female
34,365
Single
2
PhD
Employed
31.143054
Urban
Basic
0
19
743
9
2022-10-27 15:21:39.247098
Poor
No
Monthly
Apartment
823
1,170,192
53
Female
36,541
Single
0
Bachelor's
Unemployed
33.788301
Urban
Premium
0
17
647
6
2022-08-15 15:21:39.254678
Average
Yes
Daily
Condo
1,238
1,170,193
26
Male
null
Married
3
Bachelor's
null
35.696309
Suburban
Basic
null
2
523
9
2023-10-21 15:21:39.101733
Average
Yes
Weekly
Apartment
419
1,170,194
54
Male
93,885
Single
4
PhD
Employed
18.001544
Urban
Premium
null
1
null
7
2019-11-17 15:21:39.209847
Average
Yes
Rarely
House
1,856
1,170,195
21
Male
null
Married
3
Bachelor's
Self-Employed
21.667894
Urban
Basic
1
10
383
7
2022-09-24 15:21:39.121169
Poor
Yes
Rarely
Apartment
347
1,170,196
18
Male
25,235
Married
3
PhD
Employed
15.818307
Rural
Premium
null
17
552
5
2024-01-03 15:21:39.176717
Poor
No
Monthly
Apartment
495
1,170,197
26
Male
35,692
Single
4
PhD
Employed
40.599513
Suburban
Premium
1
18
836
3
2024-03-09 15:21:39.125660
Good
Yes
Rarely
House
2,480
1,170,198
34
Female
14,927
Married
null
Master's
Employed
28.012982
Urban
Premium
1
4
303
2
2022-06-05 15:21:39.246098
Good
No
Monthly
Condo
3,311
1,170,199
28
Female
23,989
Single
2
Bachelor's
null
24.967668
Urban
Comprehensive
0
3
657
1
2022-07-10 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,086