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
1,188,100
23
Male
54,909
Single
0
Master's
null
null
Rural
Premium
null
11
303
4
2019-11-16 15:21:39.092127
Average
Yes
Daily
Apartment
735
1,188,101
35
Female
13,983
Single
null
Master's
Employed
16.491038
Rural
Premium
null
19
587
7
2021-11-05 15:21:39.097737
Good
Yes
Monthly
House
1,497
1,188,102
52
Female
39,425
Divorced
4
PhD
null
29.173658
Suburban
Basic
null
18
766
1
2020-11-03 15:21:39.131192
Poor
Yes
Weekly
House
2,155
1,188,103
45
Male
21,917
Divorced
2
Bachelor's
null
25.795917
Rural
Premium
null
18
542
3
2021-08-01 15:21:39.106582
Average
No
Weekly
Condo
549
1,188,104
42
Male
5,892
Married
0
Bachelor's
Self-Employed
22.87829
Urban
Premium
null
12
607
8
2024-04-01 15:21:39.256696
Good
No
Weekly
Apartment
586
1,188,105
24
Female
1,853
Married
2
High School
null
22.817586
Urban
Basic
1
9
474
8
2020-03-11 15:21:39.130190
Average
No
Rarely
Condo
27
1,188,106
28
Female
33,510
Single
3
Master's
Employed
31.069928
Urban
Basic
1
12
319
3
2020-08-30 15:21:39.095696
Poor
Yes
Monthly
Apartment
703
1,188,107
34
Female
146,513
Divorced
4
PhD
Self-Employed
20.904458
Rural
Comprehensive
0
10
null
4
2021-04-20 15:21:39.283783
Good
Yes
Weekly
House
49
1,188,108
34
Male
null
Divorced
4
Master's
Self-Employed
21.156682
Urban
Premium
1
1
311
9
2024-07-28 15:21:39.105504
Poor
Yes
Rarely
Apartment
2,475
1,188,109
58
Male
36,231
Married
3
Master's
null
14.814476
Urban
Basic
3
10
706
4
2020-07-08 15:21:39.205850
Average
No
Rarely
House
1,017
1,188,110
36
Female
20,983
Married
1
Bachelor's
Unemployed
41.518934
Rural
Basic
null
11
534
8
2021-09-26 15:21:39.134960
Good
Yes
Daily
House
642
1,188,111
55
Male
24,871
Single
3
PhD
Self-Employed
52.248047
Urban
Basic
1
13
515
6
2020-11-16 15:21:39.287115
Average
Yes
Weekly
Condo
1,404
1,188,112
27
Male
8,333
Divorced
null
Master's
Self-Employed
15.612671
Urban
Basic
0
2
617
5
2021-08-13 15:21:39.155231
Poor
No
Monthly
House
2,952
1,188,113
33
Female
1,790
Married
3
High School
Self-Employed
20.791337
Suburban
Basic
2
14
541
2
2023-07-20 15:21:39.237118
Average
Yes
Monthly
Apartment
3,186
1,188,114
52
Male
131,593
Married
3
PhD
Self-Employed
51.498617
Urban
Premium
1
11
639
6
2020-04-02 15:21:39.121169
Average
Yes
Rarely
Apartment
1,879
1,188,115
60
Male
43,780
Single
3
Master's
Employed
32.41982
Rural
Comprehensive
1
1
794
7
2019-11-17 15:21:39.181605
Poor
Yes
Monthly
House
557
1,188,116
49
Female
5,033
Married
3
PhD
null
9.923242
Urban
Premium
3
11
695
4
2023-11-11 15:21:39.251142
Poor
Yes
Monthly
Apartment
708
1,188,117
63
Male
8,419
Single
4
High School
null
24.782546
Urban
Basic
null
6
336
8
2021-04-17 15:21:39.155231
Average
Yes
Rarely
Apartment
906
1,188,118
26
Male
84,579
Single
0
PhD
Self-Employed
51.983142
Suburban
Premium
2
9
831
5
2019-09-01 15:21:39.188220
Good
No
Rarely
House
1,383
1,188,119
53
Female
588
Divorced
3
Master's
Unemployed
36.273721
Rural
Basic
null
14
464
9
2023-05-11 15:21:39.126661
Good
No
Weekly
House
32
1,188,120
61
Female
4,845
Married
4
High School
Employed
null
Suburban
Basic
1
16
472
3
2024-01-01 15:21:39.105504
Poor
Yes
Daily
Apartment
1,404
1,188,121
44
Male
1,334
Married
3
Bachelor's
Self-Employed
19.586694
Suburban
Premium
1
13
744
7
2023-03-27 15:21:39.170099
null
Yes
Daily
Condo
2,677
1,188,122
55
Male
17,891
Married
4
High School
Self-Employed
37.65463
Suburban
Basic
2
12
653
6
2022-03-28 15:21:39.155231
Average
Yes
Weekly
House
447
1,188,123
63
Female
31,660
Divorced
4
Bachelor's
Self-Employed
20.752704
Rural
Premium
null
1
322
9
2021-11-14 15:21:39.285112
null
Yes
Weekly
Apartment
759
1,188,124
57
Male
30,652
Single
4
High School
null
39.944283
Urban
Premium
1
10
615
8
2023-06-10 15:21:39.091080
Good
Yes
Weekly
House
1,811
1,188,125
55
Male
20,489
Divorced
3
Master's
Employed
41.785915
Rural
Basic
null
12
709
1
2022-01-02 15:21:39.274993
Good
Yes
Daily
Apartment
1,738
1,188,126
43
Female
45,303
Divorced
2
PhD
Self-Employed
48.547401
Rural
Comprehensive
0
0
692
2
2022-08-18 15:21:39.155231
null
No
Rarely
House
2,161
1,188,127
40
Female
12,053
Divorced
3
Master's
Self-Employed
16.609476
Suburban
Comprehensive
1
5
null
9
2024-02-29 15:21:39.143708
Average
Yes
Rarely
Apartment
447
1,188,128
null
Male
2,441
Married
2
High School
null
30.674891
Rural
Basic
0
8
643
7
2023-05-26 15:21:39.237118
Poor
No
Monthly
Apartment
231
1,188,129
64
Male
10,557
Single
4
PhD
Employed
31.460878
Urban
Basic
null
11
null
1
2020-06-29 15:21:39.134960
Poor
Yes
Daily
Condo
1,203
1,188,130
50
Female
17,342
Single
null
PhD
Employed
3.703956
Suburban
Premium
null
2
464
3
2020-09-15 15:21:39.248098
Good
No
Weekly
Apartment
320
1,188,131
38
Male
11,204
Divorced
1
Master's
null
39.813903
Suburban
Premium
null
4
671
8
2022-03-17 15:21:39.258696
Poor
No
Rarely
Condo
100
1,188,132
42
Male
50,843
Divorced
0
Master's
Self-Employed
7.056991
Urban
Comprehensive
1
11
409
7
2022-08-30 15:21:39.237118
Poor
Yes
Daily
Apartment
1,308
1,188,133
35
Female
10,169
Married
0
High School
Unemployed
20.716561
Rural
Basic
null
11
319
1
2020-04-16 15:21:39.081504
Poor
Yes
Daily
House
3,059
1,188,134
19
Male
69,526
Divorced
1
Master's
null
20.232745
Suburban
Comprehensive
0
7
449
7
2024-05-10 15:21:39.223901
null
Yes
Daily
House
943
1,188,135
18
Male
38,792
Married
2
Bachelor's
null
14.343967
Urban
Comprehensive
2
0
403
7
2022-04-29 15:21:39.289099
Average
Yes
Monthly
House
525
1,188,136
28
Male
20,897
Married
1
High School
null
46.97112
Rural
Comprehensive
0
11
714
8
2022-07-23 15:21:39.228521
Poor
No
Rarely
Apartment
2,019
1,188,137
33
Female
44,204
Divorced
1
Bachelor's
Self-Employed
4.912069
Urban
Comprehensive
0
16
476
5
2023-09-13 15:21:39.206847
Average
Yes
Weekly
Condo
1,305
1,188,138
24
Female
36,231
Single
4
Bachelor's
Employed
29.865171
Urban
Basic
1
18
762
8
2023-10-09 15:21:39.092127
Average
Yes
Rarely
Apartment
453
1,188,139
55
Female
81,614
Single
null
High School
Unemployed
10.946647
Urban
Basic
3
3
830
4
2023-05-20 15:21:39.264504
Poor
Yes
Daily
Apartment
2,034
1,188,140
44
Male
54,312
Single
2
Master's
null
7.40253
Urban
Premium
0
11
547
8
2023-04-21 15:21:39.134960
Average
Yes
Daily
Condo
365
1,188,141
33
Male
91,604
Divorced
0
High School
Self-Employed
4.863219
Suburban
Basic
2
13
423
9
2023-02-06 15:21:39.134960
Average
No
Weekly
Apartment
1,734
1,188,142
48
Male
17,885
Married
3
High School
null
35.125929
Rural
Comprehensive
null
19
754
7
2022-09-18 15:21:39.148733
Poor
Yes
Monthly
House
588
1,188,143
63
Female
2,880
Single
4
High School
Self-Employed
20.435537
Suburban
Comprehensive
null
2
764
2
2023-12-01 15:21:39.112553
Poor
Yes
Rarely
Condo
338
1,188,144
38
Male
148,992
Divorced
1
Master's
Unemployed
10.835346
Suburban
Comprehensive
1
5
null
6
2023-10-22 15:21:39.199447
Poor
No
Rarely
Condo
427
1,188,145
64
Female
23,443
Married
4
Bachelor's
Employed
35.945586
Suburban
Comprehensive
0
5
778
1
2022-07-21 15:21:39.134960
Average
Yes
Rarely
Condo
1,028
1,188,146
30
Female
20,713
Divorced
null
PhD
Unemployed
31.008435
Suburban
Basic
2
17
489
2
2021-01-28 15:21:39.092127
Good
Yes
Weekly
Apartment
207
1,188,147
37
Female
16,062
Married
4
Bachelor's
null
4.885743
Suburban
Premium
null
12
815
5
2019-09-25 15:21:39.155231
Average
Yes
Daily
Condo
678
1,188,148
38
Female
11,571
Divorced
3
PhD
Self-Employed
29.270861
Urban
Basic
0
15
817
8
2020-08-09 15:21:39.237118
Average
Yes
Weekly
Condo
809
1,188,149
46
Male
1,596
Married
1
Master's
null
18.955704
Urban
Comprehensive
0
3
834
7
2021-12-15 15:21:39.265513
Poor
Yes
Daily
House
3,167
1,188,150
64
Male
12,053
Married
1
High School
null
25.898933
Suburban
Premium
0
19
830
9
2022-12-29 15:21:39.095696
Average
Yes
Monthly
Condo
2,057
1,188,151
36
Male
40,777
Married
0
PhD
Self-Employed
40.9072
Urban
Basic
0
9
651
9
2021-11-16 15:21:39.281787
Good
No
Daily
House
889
1,188,152
41
Female
905
Single
4
Bachelor's
Employed
null
Suburban
Comprehensive
1
8
729
1
2022-08-30 15:21:39.237118
Poor
No
Monthly
Condo
688
1,188,153
49
Male
35,692
Single
1
Bachelor's
Employed
12.004884
Rural
Basic
null
15
567
9
2023-10-09 15:21:39.167099
Poor
Yes
Daily
House
1,686
1,188,154
41
Male
57,728
Divorced
3
Master's
Unemployed
20.124733
Suburban
Basic
2
17
473
6
2024-06-21 15:21:39.190215
Poor
Yes
Daily
House
24
1,188,155
37
Male
2,907
Single
0
Bachelor's
Unemployed
18.838229
Urban
Comprehensive
2
2
null
5
2024-05-26 15:21:39.192212
Average
No
Rarely
Apartment
843
1,188,156
39
Male
141,829
Single
2
PhD
Unemployed
28.33912
Urban
Premium
2
12
582
5
2020-06-19 15:21:39.172097
Average
No
Weekly
Condo
355
1,188,157
45
Female
8,072
Married
2
Master's
Unemployed
null
Urban
Basic
2
1
437
7
2021-11-25 15:21:39.170099
Poor
No
Weekly
Condo
2,108
1,188,158
43
Female
1,039
Single
0
Bachelor's
Unemployed
17.275941
Urban
Premium
1
1
576
5
2021-04-29 15:21:39.246098
Good
Yes
Weekly
Apartment
2,294
1,188,159
40
Female
16,051
Married
2
PhD
Unemployed
13.296519
Rural
Premium
1
17
707
1
2021-06-07 15:21:39.170099
Average
No
Rarely
House
1,777
1,188,160
40
Male
12,881
Single
4
Bachelor's
null
15.964818
Suburban
Premium
1
2
682
3
2022-09-17 15:21:39.193769
Average
Yes
Monthly
Condo
283
1,188,161
59
Female
8,074
Single
3
PhD
Self-Employed
null
Rural
Comprehensive
3
15
460
6
2023-08-11 15:21:39.285112
Average
Yes
Weekly
Apartment
1,282
1,188,162
43
Male
12,096
Single
2
High School
Employed
8.937384
Suburban
Basic
1
15
543
8
2022-02-16 15:21:39.276388
Average
No
Monthly
House
401
1,188,163
null
Female
79,649
Divorced
null
Bachelor's
null
17.551048
Suburban
Premium
null
15
479
2
2021-09-20 15:21:39.134960
Poor
Yes
Monthly
House
3,855
1,188,164
44
Female
42,721
Divorced
1
Bachelor's
Employed
42.164842
Urban
Basic
0
6
null
6
2021-10-29 15:21:39.191219
Poor
Yes
Rarely
Condo
1,604
1,188,165
47
Male
44,365
Divorced
2
PhD
null
36.644083
Rural
Premium
2
11
547
5
2023-08-19 15:21:39.102694
Average
No
Daily
Apartment
734
1,188,166
36
Female
6,787
Single
3
Bachelor's
Employed
4.724556
Urban
Basic
1
13
418
5
2021-06-27 15:21:39.213373
Poor
Yes
Rarely
House
761
1,188,167
63
Male
25,221
Divorced
3
Master's
Unemployed
22.183858
Urban
Basic
null
1
785
8
2022-04-14 15:21:39.237118
Poor
Yes
Rarely
Condo
831
1,188,168
46
Male
19,021
Married
1
High School
Employed
32.365902
Urban
Premium
1
11
718
5
2020-07-04 15:21:39.151732
Good
No
Daily
Apartment
1,781
1,188,169
31
Female
16,442
Single
1
Bachelor's
Unemployed
18.465909
Rural
Premium
2
10
456
5
2023-09-19 15:21:39.090124
Average
Yes
Rarely
House
1,090
1,188,170
32
Female
2,687
Married
0
PhD
null
28.090911
Urban
Basic
0
0
643
7
2022-01-22 15:21:39.231531
Good
Yes
Weekly
Apartment
2,685
1,188,171
59
Female
43,901
Married
2
PhD
Unemployed
null
Urban
Premium
0
18
null
5
2022-11-03 15:21:39.144722
Average
No
Daily
Apartment
868
1,188,172
20
Female
24,862
Single
4
PhD
null
27.096261
Suburban
Comprehensive
1
0
633
9
2022-06-04 15:21:39.112553
Good
Yes
Weekly
House
1,602
1,188,173
64
Male
12,042
Single
4
PhD
Unemployed
33.449821
Rural
Comprehensive
null
9
452
8
2020-02-16 15:21:39.228521
Average
No
Monthly
House
557
1,188,174
59
Male
27,149
Single
4
High School
Employed
49.636902
Suburban
Premium
2
1
430
9
2021-09-18 15:21:39.237118
Average
Yes
Daily
Apartment
1,070
1,188,175
47
Male
8,051
Single
3
PhD
Unemployed
42.32951
Rural
Premium
0
18
834
1
2020-04-28 15:21:39.150730
Poor
Yes
Weekly
Apartment
1,141
1,188,176
60
Male
8,096
Divorced
3
PhD
Unemployed
32.979944
Suburban
Premium
null
8
764
2
2023-12-30 15:21:39.134960
Poor
Yes
Monthly
House
572
1,188,177
27
Female
6,074
Married
1
Master's
null
22.490915
Suburban
Comprehensive
null
2
607
8
2021-07-02 15:21:39.290098
Poor
Yes
Daily
House
1,377
1,188,178
45
Female
20,389
Single
1
Bachelor's
Unemployed
9.938368
Suburban
Basic
1
7
805
2
2021-02-17 15:21:39.155231
Good
No
Weekly
Condo
828
1,188,179
20
Male
14,983
Divorced
2
Bachelor's
Employed
18.413958
Urban
Basic
1
12
584
9
2021-04-23 15:21:39.122134
Good
No
Daily
House
794
1,188,180
34
Female
4,618
Single
1
Bachelor's
Unemployed
15.12017
Rural
Premium
2
13
684
4
2020-07-11 15:21:39.250151
Poor
No
Daily
House
967
1,188,181
63
Female
24
Married
4
PhD
Unemployed
13.907
Urban
Basic
1
9
null
5
2021-11-08 15:21:39.274993
Poor
Yes
Monthly
Apartment
473
1,188,182
47
Female
2,692
Divorced
null
High School
Self-Employed
null
Suburban
Basic
1
3
847
1
2023-07-02 15:21:39.282785
Poor
Yes
Daily
House
647
1,188,183
59
Male
7,837
Divorced
1
PhD
Self-Employed
27.979266
Urban
Basic
null
2
585
1
2021-05-10 15:21:39.204790
Poor
Yes
Monthly
Condo
1,404
1,188,184
49
Female
4,966
Married
4
High School
null
34.15943
Rural
Premium
1
14
652
4
2021-06-03 15:21:39.100695
Average
No
Weekly
Condo
431
1,188,185
55
Female
81,101
Married
3
Master's
Self-Employed
44.509331
Urban
Comprehensive
1
14
797
5
2021-02-11 15:21:39.172097
Poor
No
Weekly
House
109
1,188,186
25
Male
16,086
Married
0
Master's
Self-Employed
23.817579
Rural
Basic
0
4
687
4
2023-08-03 15:21:39.191219
Good
Yes
Daily
Apartment
714
1,188,187
61
Female
11,761
Divorced
1
Bachelor's
Employed
8.099587
Urban
Premium
1
11
787
5
2020-11-04 15:21:39.147735
Average
Yes
Daily
Condo
1,284
1,188,188
33
Female
44,299
Married
0
Master's
Self-Employed
10.006042
Urban
Basic
null
1
770
4
2023-12-14 15:21:39.122134
Good
No
Daily
House
62
1,188,189
33
Female
121,296
Divorced
2
Master's
null
37.420312
Rural
Basic
0
0
456
7
2020-09-11 15:21:39.134960
Good
No
Rarely
Condo
809
1,188,190
56
Male
114,543
Single
3
PhD
Unemployed
52.65648
Rural
Basic
0
10
641
4
2021-10-10 15:21:39.134960
Poor
Yes
Weekly
Condo
1,053
1,188,191
61
Male
65,874
Single
1
PhD
null
null
Urban
Comprehensive
1
12
496
4
2023-01-12 15:21:39.110557
Average
No
Monthly
Apartment
463
1,188,192
22
Female
30,625
Married
3
PhD
Employed
31.948732
Urban
Basic
2
13
null
8
2023-04-30 15:21:39.274993
Good
No
Daily
House
1,836
1,188,193
40
Male
2,153
Divorced
0
High School
Unemployed
18.066681
Suburban
Basic
0
10
477
5
2020-05-12 15:21:39.123711
Poor
No
Rarely
Condo
922
1,188,194
29
Male
1,426
Divorced
2
High School
null
19.681528
Suburban
Premium
2
5
772
9
2021-03-20 15:21:39.098696
Average
Yes
Monthly
House
439
1,188,195
43
Female
17,111
Married
2
Bachelor's
Unemployed
36.396585
Urban
Premium
0
10
617
3
2022-03-13 15:21:39.167099
Poor
Yes
Daily
Condo
40
1,188,196
53
Male
33,716
Married
1
Master's
Unemployed
30.579501
Rural
Premium
0
1
512
6
2022-01-24 15:21:39.248098
Good
Yes
Monthly
House
153
1,188,197
54
Male
76,428
Married
3
High School
Self-Employed
34.034628
Suburban
Comprehensive
2
3
481
7
2021-01-31 15:21:39.237118
Average
No
Rarely
House
2,041
1,188,198
26
Female
34,686
Single
2
Master's
Employed
47.918931
Rural
Premium
2
10
828
2
2020-07-14 15:21:39.237118
Good
Yes
Rarely
Apartment
1,237
1,188,199
44
Female
124,401
Divorced
4
Master's
Employed
18.120785
Suburban
Basic
0
10
405
1
2023-05-15 15:21:39.155231
Average
No
Rarely
Apartment
538