id
int64
0
1.2M
Age
float64
18
64
Gender
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2 values
Annual Income
float64
1
150k
Marital Status
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3 values
Number of Dependents
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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
3,100
32
Female
1,040
Single
2
Bachelor's
null
21.168301
Urban
Comprehensive
2
5
491
3
2021-06-19 15:21:39.134960
Good
No
Daily
Condo
1,024
3,101
39
Male
27,132
null
0
Master's
null
33.758839
Rural
Premium
1
17
519
8
2020-08-08 15:21:39.182597
Poor
Yes
Weekly
Apartment
828
3,102
39
Male
78,893
Divorced
4
Master's
Employed
4.393389
Suburban
Basic
0
14
454
4
2021-02-12 15:21:39.112553
Good
Yes
Rarely
Apartment
928
3,103
36
Male
17,627
Married
1
Master's
Self-Employed
9.839205
Rural
Premium
1
6
389
8
2023-12-07 15:21:39.134960
Average
No
Monthly
Apartment
444
3,104
46
Male
13,047
Single
3
Bachelor's
Unemployed
45.685074
Urban
Premium
null
7
616
9
2020-07-27 15:21:39.237118
Good
No
Weekly
Apartment
2,168
3,105
55
Female
10,910
Married
2
Master's
Employed
30.81666
Urban
Premium
null
16
587
3
2021-05-29 15:21:39.180553
Good
No
Monthly
Apartment
1,292
3,106
20
Female
84,024
Married
1
Master's
Employed
26.769132
Suburban
Comprehensive
1
6
417
9
2021-02-01 15:21:39.155231
null
No
Monthly
Condo
126
3,107
57
Male
93,669
Married
0
Master's
Self-Employed
40.746064
Rural
Comprehensive
2
3
null
8
2020-05-17 15:21:39.185215
Good
Yes
Daily
House
1,881
3,108
54
Male
5,938
Divorced
2
Bachelor's
Unemployed
31.957853
Urban
Comprehensive
null
0
479
7
2022-03-16 15:21:39.279729
Average
Yes
Daily
Condo
38
3,109
52
Female
5,854
Married
3
High School
null
35.955593
Urban
Premium
null
6
null
7
2023-10-18 15:21:39.271453
null
Yes
Daily
House
2,612
3,110
63
Male
81,562
Divorced
4
Bachelor's
Unemployed
36.221132
Rural
Comprehensive
0
17
359
4
2023-06-13 15:21:39.134960
Good
No
Rarely
Condo
2,403
3,111
41
Female
39,422
Divorced
1
Master's
null
42.127825
Rural
Basic
0
2
527
8
2021-01-26 15:21:39.128286
Poor
Yes
Rarely
Apartment
612
3,112
57
Female
24,146
Single
0
High School
Unemployed
44.058124
Urban
Basic
0
4
578
4
2020-06-28 15:21:39.186212
Poor
Yes
Daily
Condo
1,055
3,113
20
Female
13,881
Single
1
PhD
Self-Employed
42.846116
Suburban
Comprehensive
1
2
523
7
2024-04-01 15:21:39.181605
Good
No
Weekly
House
479
3,114
43
Male
71,671
Single
4
PhD
Self-Employed
33.093913
Suburban
Comprehensive
null
2
614
1
2019-10-28 15:21:39.131192
Poor
No
Monthly
Condo
2,237
3,115
53
Female
6,874
Divorced
1
Master's
Self-Employed
20.454364
Urban
Premium
null
3
482
1
2022-05-27 15:21:39.237118
Good
Yes
Weekly
Apartment
661
3,116
26
Male
6,960
null
null
Master's
null
39.753528
Suburban
Basic
0
14
null
6
2021-04-15 15:21:39.117183
Good
Yes
Daily
Condo
733
3,117
52
Male
18,053
Single
1
Bachelor's
Unemployed
11.817753
Urban
Basic
null
16
590
5
2024-05-08 15:21:39.236064
Good
Yes
Rarely
Apartment
1,514
3,118
28
Female
35,120
Divorced
1
Master's
Employed
null
Suburban
Premium
0
8
734
2
2020-03-06 15:21:39.102694
Poor
Yes
Weekly
House
489
3,119
21
Female
146,512
Single
null
Bachelor's
Employed
18.539157
Rural
Premium
null
3
361
1
2020-08-17 15:21:39.085129
Average
No
Daily
Apartment
72
3,120
27
Male
27,398
Divorced
4
High School
Self-Employed
null
Urban
Basic
null
12
478
5
2019-11-24 15:21:39.125660
Average
No
Rarely
Apartment
22
3,121
42
Female
21,647
Married
2
High School
Self-Employed
51.945844
Rural
Basic
0
16
449
1
2022-04-03 15:21:39.254678
null
Yes
Daily
Apartment
745
3,122
24
Female
26,791
Married
0
Bachelor's
null
27.938357
Urban
Comprehensive
1
18
441
7
2022-11-06 15:21:39.121169
Good
No
Daily
Condo
1,449
3,123
27
Male
97,700
Divorced
1
High School
null
30.449639
Suburban
Basic
1
16
372
3
2021-12-20 15:21:39.228521
Poor
Yes
Daily
Condo
1,252
3,124
47
Male
44,335
Divorced
0
PhD
Self-Employed
23.025735
Suburban
Comprehensive
3
1
643
2
2022-10-04 15:21:39.237118
Good
No
Monthly
Condo
1,520
3,125
53
Female
84,553
Married
0
High School
null
51.448081
Urban
Basic
0
4
null
2
2021-02-13 15:21:39.122134
Poor
Yes
Rarely
Condo
23
3,126
38
Male
25,492
Married
3
PhD
Unemployed
32.757838
Suburban
Premium
1
5
840
5
2019-12-28 15:21:39.080440
Poor
Yes
Weekly
Apartment
1,870
3,127
63
Male
63,732
Divorced
null
Master's
Unemployed
10.079993
Suburban
Premium
0
1
381
4
2021-09-11 15:21:39.155231
Poor
No
Monthly
Apartment
1,308
3,128
29
Male
null
Married
3
Bachelor's
Self-Employed
29.984605
Rural
Premium
0
10
637
9
2020-03-20 15:21:39.186212
Average
No
Rarely
Apartment
64
3,129
30
Male
2,482
Married
4
Bachelor's
Employed
11.175529
Rural
Premium
2
19
534
3
2023-11-21 15:21:39.126661
Good
Yes
Daily
Apartment
1,205
3,130
18
Female
28,511
Married
0
Master's
Unemployed
20.105623
Suburban
Comprehensive
1
10
752
1
2024-03-07 15:21:39.199447
Poor
Yes
Daily
House
1,618
3,131
62
Female
12,989
Single
0
Bachelor's
null
12.17209
Rural
Premium
null
14
562
7
2021-04-24 15:21:39.120168
Good
No
Daily
Condo
893
3,132
54
Female
3,298
Divorced
null
PhD
Unemployed
46.14097
Suburban
Basic
3
4
531
6
2023-10-27 15:21:39.261856
Poor
Yes
Daily
Apartment
882
3,133
54
Female
16,815
Divorced
1
High School
null
49.386052
Rural
Premium
0
18
635
6
2022-05-10 15:21:39.274993
Average
Yes
Weekly
Condo
622
3,134
44
Male
18,058
Single
0
High School
null
11.039585
Urban
Basic
1
16
null
7
2019-09-01 15:21:39.237118
Average
No
Weekly
Condo
719
3,135
43
Female
17,069
Married
2
High School
Unemployed
18.954865
Rural
Comprehensive
null
14
526
3
2021-02-09 15:21:39.091080
Average
No
Rarely
Apartment
1,625
3,136
47
Male
44,332
Divorced
2
Bachelor's
Self-Employed
null
Urban
Basic
0
19
744
9
2024-01-08 15:21:39.155231
Good
No
Daily
Apartment
2,789
3,137
57
Female
20,571
Single
3
Bachelor's
Employed
15.394376
Suburban
Premium
1
12
672
2
2021-10-23 15:21:39.194829
Average
Yes
Weekly
House
3,188
3,138
37
Female
10,143
Single
3
PhD
Unemployed
13.779118
Urban
Comprehensive
null
12
629
4
2022-09-28 15:21:39.273973
Average
No
Monthly
House
876
3,139
null
Female
44,607
Married
3
High School
Unemployed
7.534644
Rural
Premium
2
7
649
4
2023-04-10 15:21:39.155231
null
No
Daily
Apartment
3,525
3,140
51
Female
48,430
Married
1
PhD
null
20.813137
Urban
Comprehensive
1
2
804
6
2020-11-20 15:21:39.164044
Poor
No
Daily
Condo
110
3,141
27
Female
44,955
Single
1
PhD
Unemployed
13.906224
Suburban
Basic
0
18
610
1
2020-02-20 15:21:39.273973
Poor
No
Weekly
Apartment
3,580
3,142
23
Female
6,894
Single
0
Bachelor's
Self-Employed
22.237858
Suburban
Comprehensive
1
12
748
8
2021-04-17 15:21:39.134960
Good
No
Weekly
House
1,061
3,143
41
Female
35,244
Divorced
1
Master's
null
33.636793
Rural
Comprehensive
2
5
836
9
2021-06-08 15:21:39.192212
Poor
No
Daily
Condo
909
3,144
53
Female
6,862
Single
1
High School
Self-Employed
10.479717
Urban
Comprehensive
null
8
null
8
2024-06-24 15:21:39.226954
Poor
Yes
Rarely
House
875
3,145
20
Female
5,860
Divorced
3
Bachelor's
Employed
33.944316
Rural
Premium
0
3
570
1
2020-12-29 15:21:39.228521
Poor
No
Daily
Condo
616
3,146
61
Male
null
Single
4
PhD
Employed
14.001973
Rural
Comprehensive
null
15
491
3
2021-10-13 15:21:39.237118
Average
Yes
Rarely
Apartment
220
3,147
19
Male
5,871
Single
4
Bachelor's
Employed
9.181709
Urban
Basic
0
19
445
1
2022-04-25 15:21:39.274993
Poor
Yes
Weekly
Apartment
1,708
3,148
38
Male
19,977
Divorced
null
Master's
Employed
17.73543
Suburban
Premium
0
11
589
1
2024-03-07 15:21:39.180553
Poor
No
Rarely
House
1,206
3,149
30
Female
5,874
Divorced
2
High School
Unemployed
12.673381
Rural
Comprehensive
null
4
783
1
2023-04-04 15:21:39.147735
Poor
Yes
Weekly
Apartment
962
3,150
44
Male
46,089
Single
2
High School
null
19.936367
Urban
Premium
null
16
552
8
2022-10-08 15:21:39.126661
Good
No
Weekly
House
310
3,151
20
Male
27,126
Single
null
Master's
Unemployed
32.080116
Urban
Comprehensive
0
4
617
4
2019-12-04 15:21:39.208842
Average
No
Monthly
House
487
3,152
23
Female
80,549
Divorced
1
PhD
Employed
21.434867
Urban
Premium
0
4
310
2
2020-05-21 15:21:39.276901
Average
No
Rarely
Apartment
2,102
3,153
47
Male
94,898
Single
0
High School
null
21.682649
Suburban
Basic
1
4
476
4
2021-08-22 15:21:39.116179
Good
Yes
Weekly
Apartment
2,105
3,154
27
Female
75,569
Single
null
High School
Employed
35.136821
Suburban
Basic
5
0
698
4
2023-02-26 15:21:39.155231
Good
No
Rarely
House
2,601
3,155
40
Male
17,187
Married
4
Master's
null
null
Rural
Basic
0
4
849
1
2023-03-13 15:21:39.272456
Poor
No
Daily
House
492
3,156
35
Female
21,083
Single
1
PhD
Unemployed
40.638667
Rural
Comprehensive
1
7
null
9
2022-11-10 15:21:39.279729
Poor
No
Daily
Apartment
898
3,157
60
Female
128,542
Divorced
4
Master's
Unemployed
18.388821
Urban
Premium
2
5
452
9
2023-09-25 15:21:39.152732
Average
Yes
Rarely
Condo
731
3,158
45
Male
18,341
Married
4
PhD
Self-Employed
30.257927
Urban
Comprehensive
0
11
488
2
2022-05-23 15:21:39.233998
Good
Yes
Rarely
Condo
1,764
3,159
38
Male
27,126
Married
0
PhD
null
33.898171
Urban
Comprehensive
null
3
759
7
2021-01-21 15:21:39.272456
Average
Yes
Weekly
House
1,112
3,160
37
Male
38,156
Divorced
0
Master's
null
9.981243
Urban
Basic
1
19
644
8
2023-06-30 15:21:39.256696
Good
No
Weekly
House
494
3,161
30
Male
1,135
Married
0
PhD
Self-Employed
40.05262
Suburban
Comprehensive
2
16
673
4
2024-03-25 15:21:39.171102
Poor
Yes
Monthly
Condo
1,646
3,162
29
Female
45,205
Married
2
PhD
Self-Employed
43.590176
Suburban
Premium
1
14
629
1
2020-08-18 15:21:39.148733
Good
Yes
Rarely
Apartment
588
3,163
60
Female
6,911
Single
null
High School
Unemployed
24.36215
Rural
Basic
1
17
808
7
2024-01-14 15:21:39.211806
null
Yes
Monthly
Condo
1,034
3,164
47
Female
101,534
Divorced
0
Bachelor's
null
30.738694
Rural
Comprehensive
2
4
336
9
2022-07-11 15:21:39.198406
Poor
No
Monthly
Apartment
2,451
3,165
61
Female
11,827
Married
3
Bachelor's
Unemployed
33.938693
Rural
Basic
0
11
791
2
2024-06-07 15:21:39.255696
Average
Yes
Monthly
Apartment
1,045
3,166
25
Female
43,490
Single
3
High School
null
12.751738
Rural
Premium
1
14
815
7
2022-04-19 15:21:39.261856
Poor
No
Monthly
House
1,137
3,167
19
Male
4,064
Divorced
null
PhD
Unemployed
32.566502
Urban
Premium
1
18
null
2
2020-04-21 15:21:39.221386
Poor
No
Daily
Condo
271
3,168
50
Female
28,508
Single
null
High School
Self-Employed
23.984779
Urban
Comprehensive
null
18
731
2
2023-07-09 15:21:39.088124
Poor
No
Weekly
House
587
3,169
29
Male
132,267
Single
4
High School
Employed
12.813811
Suburban
Basic
0
16
667
2
2022-10-14 15:21:39.286113
Poor
No
Weekly
Apartment
165
3,170
33
Female
38,808
Divorced
3
Master's
Employed
20.705722
Suburban
Basic
2
0
713
1
2022-10-24 15:21:39.260856
Average
No
Monthly
Condo
1,620
3,171
36
Male
104,782
Divorced
null
High School
Employed
46.33993
Urban
Comprehensive
0
8
403
5
2023-11-25 15:21:39.237118
Good
No
Daily
Condo
3,764
3,172
46
Female
5,963
Married
1
High School
null
19.92417
Rural
Premium
0
10
752
5
2023-09-10 15:21:39.191219
Good
Yes
Rarely
Condo
2,057
3,173
62
Male
2,498
Divorced
4
High School
Self-Employed
7.191415
Rural
Basic
3
11
622
2
2023-02-24 15:21:39.134960
Average
No
Monthly
Apartment
1,819
3,174
53
Male
27,892
Divorced
0
Master's
Self-Employed
32.067425
Suburban
Basic
null
13
515
3
2021-06-07 15:21:39.237118
Good
No
Rarely
House
1,531
3,175
47
Female
33,889
Single
0
Master's
Self-Employed
47.839156
Suburban
Comprehensive
1
2
null
7
2022-06-20 15:21:39.145732
Average
No
Monthly
House
927
3,176
23
Female
23,998
Married
0
Master's
Self-Employed
10.591236
Rural
Premium
1
16
658
1
2022-01-06 15:21:39.155231
Average
Yes
Monthly
Apartment
818
3,177
35
Female
3,940
Divorced
null
High School
Self-Employed
26.769178
Suburban
Premium
2
14
683
2
2022-06-02 15:21:39.194829
Poor
Yes
Weekly
House
1,456
3,178
53
Female
37,485
Married
3
Bachelor's
null
null
Suburban
Comprehensive
null
16
785
7
2022-09-26 15:21:39.155231
Poor
Yes
Weekly
Condo
1,563
3,179
64
Female
5,389
Single
4
PhD
Self-Employed
28.235948
Suburban
Comprehensive
0
16
514
9
2019-12-21 15:21:39.155231
Poor
Yes
Daily
Condo
514
3,180
57
Female
15,882
Married
4
High School
null
35.284722
Rural
Premium
2
5
551
2
2023-09-24 15:21:39.271453
Average
Yes
Weekly
Apartment
494
3,181
43
Male
53,620
Single
3
Bachelor's
Self-Employed
20.848001
Rural
Premium
0
19
null
8
2022-12-29 15:21:39.134960
Poor
Yes
Weekly
Condo
382
3,182
35
Female
17,114
Married
1
Master's
Employed
22.682701
Suburban
Basic
2
2
555
4
2021-12-18 15:21:39.132191
null
Yes
Rarely
Condo
3,276
3,183
18
Female
54,563
Divorced
2
High School
Unemployed
29.918019
Urban
Comprehensive
0
12
336
2
2021-08-21 15:21:39.122134
Poor
No
Monthly
Apartment
497
3,184
23
Male
5,881
Single
0
Bachelor's
Unemployed
7.048325
Rural
Basic
1
7
726
4
2023-09-28 15:21:39.120168
Good
No
Daily
Apartment
20
3,185
64
Female
73,351
null
3
High School
null
8.59367
Suburban
Premium
null
11
398
8
2022-08-03 15:21:39.132191
Good
Yes
Rarely
House
549
3,186
50
Female
44,748
Divorced
3
PhD
null
14.049829
Urban
Comprehensive
null
7
393
8
2020-11-29 15:21:39.150730
Average
No
Weekly
Condo
45
3,187
59
Female
70,725
Married
2
High School
null
26.988511
Rural
Comprehensive
0
2
358
1
2020-10-03 15:21:39.134960
Good
No
Monthly
Apartment
717
3,188
18
Male
16,077
Divorced
0
Bachelor's
null
33.566928
Rural
Comprehensive
1
13
null
8
2021-10-21 15:21:39.254678
Poor
Yes
Weekly
Apartment
471
3,189
27
Male
4,816
Married
2
Master's
null
34.754751
Urban
Premium
null
8
621
1
2020-08-30 15:21:39.283783
Average
Yes
Rarely
Condo
2,791
3,190
27
Male
50,832
Single
4
PhD
null
null
Rural
Premium
0
14
464
7
2024-04-27 15:21:39.198406
null
Yes
Weekly
Apartment
1,031
3,191
62
Female
8,060
Married
4
Bachelor's
Employed
40.79751
Urban
Premium
0
12
796
1
2023-10-05 15:21:39.221386
Good
Yes
Daily
House
843
3,192
40
Female
63,859
Single
0
Bachelor's
Self-Employed
31.445226
Urban
Premium
4
3
373
4
2022-08-26 15:21:39.226954
Poor
Yes
Weekly
House
478
3,193
34
Female
63,551
Married
1
Bachelor's
Employed
28.208438
Suburban
Comprehensive
null
4
366
5
2023-09-08 15:21:39.099739
Poor
Yes
Rarely
Apartment
493
3,194
42
Female
87,405
Divorced
2
Master's
null
38.548877
Rural
Basic
1
0
803
6
2023-10-04 15:21:39.222387
Poor
Yes
Daily
House
118
3,195
49
Male
14,084
Single
3
Bachelor's
Unemployed
null
Urban
Premium
0
2
null
8
2024-03-03 15:21:39.149731
Average
Yes
Rarely
Apartment
1,390
3,196
41
Female
12,881
Divorced
4
High School
Unemployed
26.336761
Suburban
Premium
1
16
613
1
2023-09-28 15:21:39.222387
Poor
Yes
Daily
House
486
3,197
41
Female
16,015
Single
null
Master's
Employed
41.606325
Suburban
Basic
1
16
744
9
2020-05-14 15:21:39.172097
Poor
Yes
Rarely
Condo
1,568
3,198
42
Female
10,001
Divorced
0
High School
null
26.710723
Rural
Premium
0
0
null
7
2021-01-31 15:21:39.175719
Poor
Yes
Rarely
Apartment
1,131
3,199
26
Female
26,396
Divorced
0
Bachelor's
Employed
22.42547
Suburban
Comprehensive
null
17
810
5
2022-05-23 15:21:39.155231
Poor
Yes
Rarely
Apartment
918