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
1,199,100
33
Male
36,824
Divorced
null
PhD
Self-Employed
27.181592
Urban
Premium
null
2
487
3
2020-02-02 15:21:39.148733
Good
No
Daily
Condo
50
1,199,101
21
Male
518
Married
1
Bachelor's
null
10.8292
Rural
Comprehensive
1
3
582
1
2022-09-05 15:21:39.085129
null
Yes
Rarely
Apartment
689
1,199,102
40
Female
45,613
Divorced
4
PhD
Self-Employed
13.488832
Urban
Basic
0
0
741
4
2021-11-25 15:21:39.098696
Average
Yes
Rarely
Condo
374
1,199,103
31
Female
25,063
Married
0
High School
Employed
20.564128
Suburban
Premium
1
11
811
1
2023-11-24 15:21:39.134960
Poor
No
Rarely
Condo
885
1,199,104
42
Male
3,679
Single
3
High School
Unemployed
11.153745
Suburban
Premium
null
8
459
5
2020-02-20 15:21:39.093681
Poor
No
Daily
House
1,253
1,199,105
41
Male
51,562
Single
1
Master's
Self-Employed
15.564973
Urban
Comprehensive
2
2
668
6
2023-01-02 15:21:39.155231
Average
No
Weekly
Condo
2,132
1,199,106
42
Male
32,412
Married
1
Bachelor's
Employed
28.096671
Rural
Comprehensive
0
7
301
8
2023-08-21 15:21:39.217387
Good
No
Weekly
Condo
558
1,199,107
57
Female
10,892
Divorced
0
Master's
Self-Employed
28.849742
Urban
Basic
null
10
null
2
2024-03-08 15:21:39.155231
Poor
No
Daily
Apartment
531
1,199,108
47
Female
52,400
Single
3
Bachelor's
Employed
43.137866
Rural
Basic
0
1
null
3
2021-06-20 15:21:39.169102
Good
Yes
Monthly
House
95
1,199,109
49
Female
40,608
Divorced
0
Master's
Unemployed
34.994828
Suburban
Premium
0
7
710
9
2023-12-29 15:21:39.210805
Average
Yes
Weekly
Apartment
1,298
1,199,110
38
Female
15,696
Single
0
Master's
null
null
Suburban
Premium
3
3
342
2
2021-01-16 15:21:39.278402
Average
No
Rarely
Condo
662
1,199,111
36
Female
54,816
Divorced
2
Master's
null
46.052956
Rural
Basic
0
0
419
7
2022-03-27 15:21:39.095696
Good
No
Rarely
Condo
189
1,199,112
51
Female
1,336
Married
2
Master's
Unemployed
27.590778
Rural
Premium
null
1
null
3
2021-08-24 15:21:39.279729
Poor
No
Weekly
House
2,108
1,199,113
50
Male
43,973
Divorced
4
Master's
null
49.01088
Suburban
Basic
2
12
null
2
2022-05-09 15:21:39.155231
Average
No
Monthly
Condo
1,714
1,199,114
46
Male
24,984
Single
0
Bachelor's
Employed
29.493325
Urban
Premium
null
9
685
6
2020-03-29 15:21:39.288099
Average
Yes
Daily
House
4,084
1,199,115
33
Male
72,589
Divorced
0
PhD
Unemployed
14.828336
Suburban
Comprehensive
1
17
null
6
2020-10-04 15:21:39.220389
null
No
Daily
Condo
2,082
1,199,116
47
Female
121,054
Single
0
High School
null
38.85965
Rural
Comprehensive
null
5
398
5
2022-02-13 15:21:39.112553
Average
Yes
Monthly
Condo
1,662
1,199,117
58
Female
111,933
Single
1
Bachelor's
Unemployed
13.754051
Suburban
Premium
null
16
625
1
2019-12-18 15:21:39.246098
Average
No
Monthly
House
3,378
1,199,118
51
Male
34,216
Divorced
0
Master's
Unemployed
25.63555
Rural
Premium
2
14
321
6
2024-04-26 15:21:39.189223
Average
No
Daily
House
1,203
1,199,119
19
Female
5,740
Divorced
2
PhD
Employed
16.826467
Urban
Basic
0
13
584
3
2024-07-21 15:21:39.225916
Good
Yes
Weekly
House
3,104
1,199,120
50
Male
657
Single
3
High School
Unemployed
null
Urban
Basic
1
15
394
2
2024-06-18 15:21:39.182597
Poor
No
Daily
Apartment
26
1,199,121
33
Female
null
Single
4
PhD
Unemployed
41.868475
Urban
Premium
1
17
372
3
2022-09-03 15:21:39.237118
Poor
Yes
Daily
Apartment
812
1,199,122
39
Male
105,912
Divorced
2
Bachelor's
null
33.624162
Urban
Basic
null
5
372
7
2022-08-07 15:21:39.122134
Average
No
Daily
Apartment
439
1,199,123
56
Female
6,875
Married
1
Bachelor's
null
8.907864
Suburban
Basic
2
5
831
9
2019-11-30 15:21:39.271453
Average
No
Rarely
Condo
890
1,199,124
30
Male
67,584
Married
3
High School
Self-Employed
23.554535
Urban
Basic
null
6
672
7
2022-08-28 15:21:39.194829
null
Yes
Rarely
Condo
25
1,199,125
20
Female
17,082
Married
3
Bachelor's
Self-Employed
18.859278
Suburban
Basic
0
12
536
2
2022-06-30 15:21:39.256696
Average
No
Monthly
Apartment
2,575
1,199,126
36
Female
20,892
Divorced
2
Bachelor's
Self-Employed
4.588857
Urban
Comprehensive
null
4
767
3
2023-12-31 15:21:39.283783
Poor
Yes
Daily
House
49
1,199,127
33
Female
51,890
Married
2
Bachelor's
null
19.936999
Rural
Premium
0
8
822
4
2021-01-15 15:21:39.093681
Good
No
Weekly
Condo
180
1,199,128
36
Male
38,981
Divorced
0
High School
null
35.939356
Urban
Basic
1
6
562
9
2023-06-08 15:21:39.145732
Average
Yes
Daily
Apartment
1,209
1,199,129
49
Male
5,958
Divorced
2
High School
Employed
14.794427
Urban
Comprehensive
1
1
463
9
2021-01-30 15:21:39.092127
Poor
Yes
Monthly
Condo
731
1,199,130
52
Male
75,886
Single
0
PhD
null
20.8479
Rural
Premium
null
3
433
8
2021-09-19 15:21:39.199447
Good
Yes
Rarely
House
755
1,199,131
62
Female
15,641
Married
0
Bachelor's
null
17.959229
Rural
Premium
1
5
762
6
2021-01-07 15:21:39.175719
Average
No
Rarely
House
663
1,199,132
53
Female
9,894
Married
0
Bachelor's
Self-Employed
20.848704
Rural
Premium
null
7
616
6
2021-05-02 15:21:39.205850
Average
No
Daily
Apartment
537
1,199,133
64
Male
43,778
Married
0
High School
Employed
26.829208
Rural
Basic
1
4
801
5
2021-03-31 15:21:39.134960
Good
No
Weekly
House
961
1,199,134
34
Female
12,984
Divorced
1
High School
null
35.788888
Suburban
Comprehensive
1
16
null
1
2024-05-28 15:21:39.176717
Good
Yes
Daily
Apartment
1,147
1,199,135
53
Male
1,610
Divorced
0
High School
null
22.231402
Urban
Premium
null
9
586
3
2024-02-27 15:21:39.105192
Average
No
Rarely
Condo
3,417
1,199,136
24
Female
43,483
Married
4
High School
Unemployed
17.471376
Urban
Premium
null
5
605
2
2023-08-06 15:21:39.098696
Average
Yes
Weekly
Condo
513
1,199,137
26
Male
9,048
Married
null
PhD
null
15.066549
Suburban
Premium
null
3
null
1
2019-12-16 15:21:39.102694
null
No
Monthly
Apartment
1,553
1,199,138
53
Female
18,031
Single
3
High School
Employed
31.717602
Rural
Basic
1
0
790
6
2021-07-09 15:21:39.237118
Good
Yes
Daily
Apartment
115
1,199,139
37
Female
43,491
Single
3
PhD
Employed
19.583716
Suburban
Comprehensive
null
1
806
6
2021-11-11 15:21:39.097737
Good
No
Daily
Condo
1,253
1,199,140
45
Female
102,549
Divorced
0
PhD
Employed
20.657893
Suburban
Premium
0
15
367
2
2024-06-29 15:21:39.104139
Poor
Yes
Weekly
Condo
2,444
1,199,141
25
Female
9,084
Single
3
High School
Unemployed
14.727711
Rural
Comprehensive
1
12
410
6
2023-01-30 15:21:39.134960
Good
No
Daily
Condo
2,138
1,199,142
37
Female
7,991
Single
2
Bachelor's
null
27.058918
Urban
Basic
null
14
711
1
2024-03-28 15:21:39.237118
Good
Yes
Rarely
Condo
708
1,199,143
35
Female
54,945
Married
0
Bachelor's
Self-Employed
17.037162
Suburban
Premium
null
13
437
6
2020-12-19 15:21:39.214388
Good
Yes
Rarely
Condo
112
1,199,144
37
Male
95,905
Divorced
null
Master's
Employed
14.648471
Suburban
Basic
2
17
608
8
2023-05-23 15:21:39.095696
Good
Yes
Monthly
Condo
2,463
1,199,145
64
Female
15,882
Divorced
2
PhD
Unemployed
21.664015
Rural
Comprehensive
null
14
710
5
2021-07-29 15:21:39.129190
Good
Yes
Rarely
Condo
603
1,199,146
30
Female
20,429
Married
0
PhD
null
43.385059
Suburban
Basic
1
14
734
8
2021-12-16 15:21:39.206847
Average
No
Weekly
House
988
1,199,147
46
Female
18,795
Divorced
1
Master's
Employed
17.869001
Rural
Premium
null
17
755
4
2022-08-31 15:21:39.134960
Poor
Yes
Weekly
Condo
717
1,199,148
19
Female
null
Married
0
Bachelor's
Self-Employed
35.276883
Rural
Comprehensive
2
10
null
4
2022-11-20 15:21:39.150730
Average
Yes
Daily
House
3,388
1,199,149
51
Female
14,894
Married
1
Bachelor's
Employed
21.730512
Suburban
Comprehensive
0
7
734
9
2021-06-29 15:21:39.236064
Average
No
Monthly
Apartment
1,005
1,199,150
60
Female
14,863
Married
null
High School
Self-Employed
21.587912
Urban
Comprehensive
1
2
526
3
2020-10-01 15:21:39.226954
Poor
No
Rarely
Condo
1,486
1,199,151
41
Female
null
Married
2
Master's
null
27.959132
Urban
Basic
null
17
387
2
2020-02-16 15:21:39.132191
null
Yes
Rarely
Condo
1,156
1,199,152
56
Male
null
Married
0
High School
Unemployed
27.726368
Rural
Premium
0
5
400
3
2024-03-27 15:21:39.248098
Poor
No
Monthly
House
2,430
1,199,153
49
Female
64,838
Divorced
0
High School
Unemployed
22.493488
Suburban
Comprehensive
null
3
590
4
2021-12-09 15:21:39.172097
Good
No
Daily
Condo
158
1,199,154
23
Female
28,585
Married
3
Bachelor's
null
15.958796
Suburban
Premium
null
18
706
3
2020-12-24 15:21:39.274993
Average
Yes
Daily
Condo
991
1,199,155
50
Female
7,799
Single
4
High School
null
9.993705
Rural
Basic
3
8
705
6
2021-03-22 15:21:39.133866
null
Yes
Weekly
House
583
1,199,156
27
Female
29,231
Married
1
PhD
null
35.945258
Rural
Premium
1
14
null
5
2021-07-12 15:21:39.123711
Average
Yes
Rarely
Condo
1,253
1,199,157
57
Female
143,983
Married
4
Bachelor's
null
33.924128
Suburban
Comprehensive
0
9
449
1
2024-07-12 15:21:39.155231
Poor
No
Rarely
Condo
4,301
1,199,158
59
Male
95,866
Divorced
3
Bachelor's
Employed
50.993315
Rural
Premium
3
10
848
9
2023-05-11 15:21:39.190215
Average
No
Monthly
House
26
1,199,159
28
Male
43,791
Single
0
High School
Unemployed
null
Rural
Comprehensive
0
16
767
6
2023-08-21 15:21:39.121169
Average
No
Rarely
Condo
1,302
1,199,160
47
Female
8,069
Divorced
2
Master's
Employed
14.170772
Suburban
Basic
0
13
706
6
2022-07-30 15:21:39.094752
null
No
Rarely
House
661
1,199,161
43
Male
73,851
Married
null
High School
null
12.072651
Suburban
Comprehensive
0
17
511
3
2023-05-27 15:21:39.174719
Average
No
Weekly
Apartment
179
1,199,162
46
Female
622
Divorced
2
Master's
Self-Employed
null
Suburban
Premium
null
15
725
1
2022-02-18 15:21:39.237118
Good
Yes
Weekly
House
1,634
1,199,163
40
Male
17,458
Single
2
Bachelor's
null
10.078796
Urban
Basic
0
12
591
5
2020-09-08 15:21:39.231531
Poor
Yes
Monthly
Apartment
1,839
1,199,164
29
Female
25,602
Married
null
Master's
null
38.125865
Rural
Basic
1
14
null
6
2023-09-04 15:21:39.155231
Average
No
Daily
Condo
1,178
1,199,165
53
Male
20,984
Married
4
PhD
Self-Employed
30.250115
Suburban
Comprehensive
0
17
775
8
2023-05-27 15:21:39.134960
null
Yes
Daily
House
748
1,199,166
59
Male
394
Married
4
Bachelor's
Self-Employed
21.809816
Urban
Basic
3
2
395
9
2023-05-16 15:21:39.091080
Average
No
Rarely
Apartment
549
1,199,167
56
Male
45,907
Single
1
Master's
Unemployed
9.585621
Urban
Comprehensive
2
19
827
6
2024-01-26 15:21:39.155231
Poor
No
Daily
Apartment
501
1,199,168
51
Female
12,609
Single
0
High School
Employed
20.744395
Urban
Basic
null
1
384
7
2023-11-28 15:21:39.133866
Good
No
Daily
Condo
1,259
1,199,169
34
Male
72,275
Single
null
High School
null
11.126926
Suburban
Premium
1
11
606
7
2021-09-03 15:21:39.222387
Poor
Yes
Monthly
Condo
154
1,199,170
31
Male
22,702
Single
0
Bachelor's
Employed
27.489914
Urban
Premium
0
2
403
1
2019-10-12 15:21:39.176717
null
Yes
Monthly
Condo
492
1,199,171
30
Male
5,082
Single
2
PhD
Unemployed
19.489893
Rural
Basic
null
19
698
8
2023-05-10 15:21:39.237118
Good
No
Daily
Apartment
772
1,199,172
40
Male
16,078
Divorced
3
High School
Self-Employed
30.735178
Rural
Comprehensive
0
17
678
2
2024-07-24 15:21:39.143708
Poor
No
Weekly
Apartment
690
1,199,173
27
Male
78,563
Divorced
4
PhD
Unemployed
12.777049
Suburban
Premium
1
0
440
9
2021-11-30 15:21:39.134960
Average
No
Weekly
Apartment
118
1,199,174
57
Female
20,498
Divorced
4
Bachelor's
Unemployed
12.965106
Urban
Premium
0
9
459
1
2022-10-02 15:21:39.202448
Good
No
Weekly
Condo
940
1,199,175
36
Male
6,871
Married
2
PhD
Self-Employed
20.96719
Rural
Premium
0
18
658
4
2023-08-23 15:21:39.237118
Good
No
Monthly
House
636
1,199,176
28
Male
7,053
Single
0
Master's
Self-Employed
30.910056
Suburban
Basic
0
18
null
4
2022-02-18 15:21:39.134960
Good
No
Weekly
House
464
1,199,177
53
Male
44,778
Divorced
3
Master's
null
39.133434
Urban
Basic
1
3
null
7
2023-10-06 15:21:39.086123
Average
Yes
Monthly
House
1,028
1,199,178
41
Female
14,085
Married
1
Master's
Self-Employed
8.930466
Rural
Comprehensive
null
17
695
6
2021-12-17 15:21:39.101733
Good
Yes
Weekly
House
951
1,199,179
32
Female
59,637
Divorced
3
PhD
Unemployed
10.942149
Rural
Premium
1
6
334
8
2023-07-23 15:21:39.143708
Poor
No
Monthly
Condo
439
1,199,180
61
Male
17,494
Married
3
Bachelor's
Self-Employed
34.081753
Suburban
Premium
0
18
662
4
2024-02-20 15:21:39.182597
Poor
No
Rarely
Condo
1,116
1,199,181
49
Male
66,796
Divorced
null
Master's
Employed
33.595596
Suburban
Premium
0
0
434
9
2021-11-29 15:21:39.155231
Poor
Yes
Rarely
House
1,001
1,199,182
51
Male
43,665
Divorced
3
Bachelor's
Employed
46.82816
Suburban
Comprehensive
null
5
392
3
2021-06-10 15:21:39.232526
Good
No
Monthly
Apartment
829
1,199,183
30
Female
126,010
Divorced
3
Master's
Unemployed
43.967412
Suburban
Comprehensive
0
18
548
6
2022-11-30 15:21:39.098696
Average
Yes
Daily
Apartment
309
1,199,184
53
Female
2,876
Divorced
2
High School
Unemployed
49.264859
Urban
Premium
null
13
677
4
2020-04-16 15:21:39.134960
Good
Yes
Monthly
Condo
2,160
1,199,185
41
Female
2,098
Single
3
Master's
Employed
10.980561
Rural
Comprehensive
1
9
588
1
2022-03-01 15:21:39.166062
null
No
Weekly
Apartment
1,580
1,199,186
32
Male
2,571
Divorced
3
Master's
Self-Employed
25.698771
Suburban
Premium
1
17
503
9
2021-06-20 15:21:39.149731
Average
Yes
Daily
House
1,549
1,199,187
61
Female
17,763
Single
2
PhD
null
29.181723
Rural
Basic
0
2
543
8
2024-03-30 15:21:39.264504
Poor
Yes
Weekly
House
657
1,199,188
43
Female
57,962
Divorced
0
Master's
Employed
41.508027
Rural
Premium
1
8
445
5
2021-01-21 15:21:39.147735
Good
Yes
Weekly
Condo
792
1,199,189
46
Female
null
Married
4
PhD
null
34.92872
Suburban
Basic
null
4
457
8
2019-08-31 15:21:39.089116
Poor
Yes
Weekly
Apartment
1,205
1,199,190
32
Female
null
Single
1
Master's
null
27.150083
Rural
Comprehensive
1
5
394
3
2023-01-19 15:21:39.283783
Average
Yes
Weekly
Condo
619
1,199,191
56
Male
31,071
Single
2
Master's
Employed
10.694328
Rural
Comprehensive
0
0
783
1
2024-01-21 15:21:39.257696
Average
No
Monthly
Condo
213
1,199,192
56
Female
46,474
Single
2
PhD
null
16.80369
Urban
Basic
null
9
349
8
2020-01-14 15:21:39.182597
Good
Yes
Daily
Apartment
669
1,199,193
26
Male
40,597
Married
3
High School
null
16.692496
Suburban
Premium
1
15
439
2
2022-12-07 15:21:39.194829
Good
Yes
Daily
House
2,094
1,199,194
42
Female
5,075
Single
null
Bachelor's
Self-Employed
21.361171
Urban
Basic
1
7
622
3
2022-06-17 15:21:39.279729
Poor
Yes
Daily
House
714
1,199,195
54
Female
null
Divorced
3
High School
Self-Employed
20.936274
Urban
Basic
2
1
377
2
2023-09-18 15:21:39.134960
Average
No
Weekly
House
1,256
1,199,196
27
Male
27,311
Single
4
Master's
Employed
34.86823
Rural
Basic
0
14
637
6
2024-07-20 15:21:39.223390
Good
Yes
Daily
Condo
1,207
1,199,197
54
Female
16,696
Married
1
Master's
Unemployed
23.859596
Rural
Premium
1
18
null
3
2022-11-16 15:21:39.134960
Good
Yes
Monthly
House
518
1,199,198
21
Female
76,900
Divorced
3
PhD
Employed
23.726509
Suburban
Comprehensive
1
5
431
2
2021-11-30 15:21:39.097737
Good
Yes
Weekly
House
475
1,199,199
55
Male
84,744
Married
1
Master's
Unemployed
35.899946
Suburban
Comprehensive
0
11
744
5
2020-01-02 15:21:39.148733
null
Yes
Weekly
Condo
2,880