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
1,176,100
20
Female
null
Married
2
High School
null
52.776406
Rural
Basic
1
18
668
6
2020-09-13 15:21:39.134960
Good
Yes
Daily
Condo
846
1,176,101
48
Male
109,417
Married
4
Master's
Unemployed
45.977855
Rural
Basic
1
19
821
1
2019-12-03 15:21:39.085129
Poor
No
Monthly
House
115
1,176,102
34
Female
85,939
Divorced
3
High School
Unemployed
33.719675
Suburban
Premium
1
18
319
3
2020-05-01 15:21:39.143708
Average
No
Monthly
Condo
1,730
1,176,103
34
Female
20,037
Single
3
High School
Employed
10.812158
Rural
Basic
1
19
820
9
2021-01-31 15:21:39.080440
Average
Yes
Weekly
Condo
469
1,176,104
29
Female
71,750
Single
2
Master's
Employed
20.828291
Suburban
Comprehensive
2
9
845
2
2023-01-15 15:21:39.229482
null
No
Daily
House
651
1,176,105
44
Male
null
Married
null
High School
Employed
35.535546
Rural
Basic
null
9
null
9
2021-08-19 15:21:39.181605
Good
Yes
Monthly
House
48
1,176,106
44
Female
12,894
Married
4
Master's
Self-Employed
31.865391
Urban
Premium
2
9
711
6
2023-05-01 15:21:39.155231
Average
Yes
Daily
Apartment
543
1,176,107
39
Female
14,085
Single
null
Bachelor's
Unemployed
38.637603
Suburban
Comprehensive
0
19
543
2
2020-02-19 15:21:39.131192
Good
Yes
Daily
House
817
1,176,108
57
Female
29,055
Divorced
4
Master's
null
7.694599
Suburban
Premium
1
2
554
6
2022-02-03 15:21:39.080440
null
No
Daily
Condo
1,683
1,176,109
32
Male
31,041
Divorced
3
Master's
Employed
31.882306
Suburban
Comprehensive
0
7
752
4
2022-04-29 15:21:39.110557
null
Yes
Weekly
House
524
1,176,110
46
Female
15,783
Married
1
Bachelor's
Self-Employed
26.788735
Rural
Basic
null
5
786
5
2022-09-15 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,713
1,176,111
29
Male
35,244
Married
0
Master's
Self-Employed
8.436629
Suburban
Premium
3
4
762
5
2021-04-17 15:21:39.225916
Good
Yes
Monthly
Condo
4,861
1,176,112
44
Male
1,069
Single
4
High School
Unemployed
12.811647
Rural
Premium
2
16
779
6
2022-02-24 15:21:39.134960
null
No
Monthly
Apartment
466
1,176,113
22
Male
5,072
Married
4
PhD
Unemployed
19.927241
Urban
Comprehensive
null
18
403
2
2022-06-16 15:21:39.254678
Average
No
Monthly
Condo
105
1,176,114
51
Male
1,238
Married
null
High School
null
14.700027
Suburban
Basic
0
8
432
6
2024-03-16 15:21:39.106582
Average
Yes
Monthly
House
384
1,176,115
31
Female
6,856
Single
0
Master's
null
49.051109
Suburban
Comprehensive
1
14
591
2
2022-02-18 15:21:39.276901
Poor
No
Monthly
Condo
923
1,176,116
39
Female
47,970
Divorced
4
Bachelor's
Employed
10.00449
Suburban
Comprehensive
null
15
493
3
2021-05-16 15:21:39.184157
Average
Yes
Weekly
Condo
174
1,176,117
37
Male
63,904
Divorced
3
PhD
Employed
42.781623
Urban
Basic
null
4
null
1
2020-04-04 15:21:39.134960
Poor
Yes
Weekly
Condo
119
1,176,118
51
Male
136,926
Married
1
Master's
null
30.907901
Rural
Premium
null
11
310
2
2024-05-28 15:21:39.175719
Poor
No
Rarely
House
718
1,176,119
27
Female
26,881
Single
4
Master's
Unemployed
37.081375
Urban
Basic
null
16
508
2
2020-10-12 15:21:39.122134
Average
No
Daily
Condo
831
1,176,120
58
Female
10,001
Divorced
2
Master's
Unemployed
13.95916
Urban
Basic
null
5
482
6
2023-12-12 15:21:39.261856
Average
No
Daily
Apartment
707
1,176,121
51
Female
29,096
Single
0
Bachelor's
null
11.819669
Urban
Comprehensive
0
12
731
9
2022-02-01 15:21:39.237118
Good
Yes
Rarely
Apartment
923
1,176,122
36
Male
67,009
Divorced
3
High School
Unemployed
28.907473
Rural
Basic
null
15
null
2
2022-12-07 15:21:39.093681
Poor
Yes
Rarely
House
110
1,176,123
53
Female
59,918
Married
3
PhD
Self-Employed
45.738321
Suburban
Comprehensive
0
15
409
9
2021-07-04 15:21:39.155231
Good
Yes
Weekly
Apartment
523
1,176,124
59
Male
2,059
Single
2
Master's
Unemployed
27.813544
Suburban
Comprehensive
0
2
null
6
2022-01-08 15:21:39.104139
Average
No
Daily
Apartment
135
1,176,125
47
Female
96,952
Single
0
PhD
Employed
12.717708
Urban
Premium
null
16
357
5
2022-09-20 15:21:39.202448
Good
Yes
Rarely
Condo
2,585
1,176,126
43
Female
19,872
Divorced
3
Master's
Self-Employed
25.633306
Suburban
Basic
0
16
739
3
2023-04-15 15:21:39.155231
Average
Yes
Weekly
House
264
1,176,127
46
Female
43,916
Single
3
Bachelor's
Employed
15.013428
Rural
Premium
3
5
542
5
2021-09-30 15:21:39.237118
Average
Yes
Rarely
House
547
1,176,128
35
Female
759
Divorced
0
Master's
null
null
Rural
Basic
null
4
676
3
2022-01-05 15:21:39.274993
Poor
Yes
Daily
Apartment
709
1,176,129
38
Female
142,064
Single
2
PhD
Employed
40.284544
Urban
Premium
1
16
308
9
2022-03-07 15:21:39.150730
Poor
Yes
Rarely
Apartment
1,725
1,176,130
49
Male
43,886
Divorced
3
Bachelor's
null
28.1249
Urban
Premium
0
11
479
5
2024-02-14 15:21:39.155231
Average
Yes
Weekly
Apartment
1,127
1,176,131
27
Female
23,142
Married
2
High School
null
32.933501
Rural
Premium
1
16
null
5
2020-11-11 15:21:39.121169
Poor
No
Rarely
Apartment
1,438
1,176,132
21
Female
82,997
Single
2
PhD
Self-Employed
null
Rural
Basic
null
13
449
5
2021-04-09 15:21:39.155231
Average
Yes
Daily
House
1,823
1,176,133
60
Female
45,616
Single
null
PhD
null
17.619358
Rural
Basic
null
18
null
5
2021-06-15 15:21:39.134960
Average
No
Rarely
Apartment
716
1,176,134
26
Male
59,945
Married
4
Bachelor's
null
12.097403
Rural
Comprehensive
1
15
null
9
2024-06-21 15:21:39.221386
null
Yes
Weekly
House
2,538
1,176,135
64
Female
14,862
Divorced
0
PhD
Employed
37.934683
Urban
Premium
1
9
613
1
2021-01-22 15:21:39.216387
Average
No
Monthly
Apartment
1,691
1,176,136
62
Female
18,225
Married
4
PhD
Unemployed
17.724643
Rural
Comprehensive
0
9
719
9
2022-08-11 15:21:39.155231
Average
No
Weekly
Condo
731
1,176,137
49
Female
36,894
Married
4
Bachelor's
null
42.284788
Urban
Comprehensive
0
18
733
5
2023-04-25 15:21:39.176717
Poor
No
Monthly
House
890
1,176,138
62
Female
null
Single
2
PhD
Unemployed
5.769783
Suburban
Basic
null
10
398
8
2022-04-12 15:21:39.155231
Average
No
Daily
Apartment
111
1,176,139
53
Female
22,327
null
null
PhD
null
20.715824
Suburban
Basic
2
14
490
6
2024-07-05 15:21:39.079128
Good
No
Monthly
House
456
1,176,140
37
Female
5,898
Married
null
Bachelor's
null
50.897829
Rural
Premium
null
17
497
2
2020-10-09 15:21:39.079128
Poor
Yes
Daily
Condo
668
1,176,141
28
Male
25,404
Single
3
Bachelor's
Unemployed
15.365729
Rural
Basic
null
13
310
3
2019-12-17 15:21:39.118178
Average
Yes
Monthly
House
29
1,176,142
43
Female
18,063
Single
1
PhD
Employed
36.619775
Urban
Premium
1
4
646
9
2024-03-24 15:21:39.088124
Good
No
Rarely
House
861
1,176,143
23
Female
13,982
Single
0
Bachelor's
Employed
13.879056
Rural
Premium
0
15
613
7
2021-09-05 15:21:39.154008
Good
No
Monthly
Condo
1,033
1,176,144
30
Male
17,350
Single
3
PhD
Unemployed
22.083649
Urban
Basic
0
2
662
4
2020-10-10 15:21:39.134960
Poor
No
Rarely
House
533
1,176,145
38
Male
14,894
Divorced
1
Master's
null
28.121266
Suburban
Premium
2
9
519
3
2022-03-30 15:21:39.208842
Poor
No
Monthly
House
691
1,176,146
56
Male
27,758
Divorced
2
High School
Self-Employed
29.766144
Urban
Comprehensive
null
16
null
2
2024-02-10 15:21:39.134960
Average
No
Monthly
Condo
1,747
1,176,147
30
Female
24,586
Married
2
Bachelor's
Unemployed
24.068155
Urban
Comprehensive
null
18
406
6
2020-10-28 15:21:39.174719
Poor
No
Monthly
House
1,410
1,176,148
19
Female
6,054
Single
1
Bachelor's
Self-Employed
39.222656
Urban
Premium
0
12
438
6
2020-01-07 15:21:39.155231
Good
No
Monthly
Apartment
1,132
1,176,149
42
Male
1,843
Divorced
3
PhD
Employed
14.766502
Urban
Comprehensive
2
5
null
8
2024-06-27 15:21:39.226954
Average
No
Rarely
Condo
281
1,176,150
57
Female
17,074
Divorced
3
High School
null
40.108438
Suburban
Basic
0
14
568
4
2020-02-11 15:21:39.265513
Average
Yes
Daily
Apartment
1,698
1,176,151
26
Female
128,226
Divorced
0
High School
null
32.360172
Suburban
Basic
0
1
564
8
2021-05-15 15:21:39.261856
Average
No
Weekly
Condo
161
1,176,152
25
Female
3,901
Married
3
PhD
Self-Employed
15.898664
Urban
Basic
2
6
null
3
2023-01-19 15:21:39.134960
Poor
No
Rarely
Apartment
964
1,176,153
37
Female
26,579
Divorced
null
High School
Employed
25.519414
Urban
Basic
null
12
null
5
2020-11-02 15:21:39.192212
Good
No
Daily
House
705
1,176,154
57
Male
7,991
Divorced
3
PhD
Employed
31.917293
Urban
Premium
0
5
553
2
2021-10-17 15:21:39.282785
Poor
No
Rarely
Condo
437
1,176,155
34
Male
43,989
Single
1
Master's
Self-Employed
38.933792
Urban
Comprehensive
2
0
823
4
2023-01-16 15:21:39.117183
Good
No
Daily
Apartment
1,358
1,176,156
50
Male
18,949
Married
2
Bachelor's
Self-Employed
41.885011
Urban
Comprehensive
null
4
449
7
2022-12-25 15:21:39.216387
Poor
No
Weekly
Apartment
604
1,176,157
45
Male
14,097
Divorced
3
PhD
Unemployed
29.966049
Rural
Comprehensive
null
14
523
2
2024-01-28 15:21:39.125660
Poor
No
Monthly
Condo
533
1,176,158
58
Female
1,615
Divorced
4
PhD
Employed
21.919046
Suburban
Premium
2
17
482
9
2020-06-02 15:21:39.192212
Average
No
Monthly
Condo
885
1,176,159
37
Female
12,061
Single
null
Bachelor's
null
7.74926
Rural
Premium
0
0
746
2
2021-06-01 15:21:39.237118
Average
No
Monthly
House
537
1,176,160
24
Female
29,062
Single
3
High School
null
10.965374
Urban
Premium
2
12
613
1
2021-08-09 15:21:39.181605
Good
Yes
Rarely
House
805
1,176,161
52
Female
5,969
null
0
Bachelor's
null
27.049647
Rural
Comprehensive
0
2
432
6
2023-07-08 15:21:39.252145
Average
No
Daily
Apartment
1,072
1,176,162
50
Female
137,771
Married
4
High School
Unemployed
32.834285
Urban
Premium
0
8
302
7
2022-09-08 15:21:39.182597
Average
Yes
Daily
Condo
1,290
1,176,163
25
Male
32,002
Married
3
Bachelor's
Employed
22.81749
Urban
Comprehensive
null
11
682
8
2021-09-25 15:21:39.155231
Good
No
Rarely
Apartment
940
1,176,164
52
Female
9,069
Divorced
0
Master's
Self-Employed
11.739787
Urban
Comprehensive
2
12
577
3
2023-05-19 15:21:39.163789
Average
Yes
Monthly
House
893
1,176,165
56
Female
3,342
Married
3
Bachelor's
null
7.834304
Rural
Premium
null
11
841
3
2020-07-06 15:21:39.177724
Good
No
Monthly
House
101
1,176,166
27
Male
null
Single
4
High School
Unemployed
40.936884
Rural
Comprehensive
2
1
394
9
2021-06-21 15:21:39.131192
Poor
Yes
Monthly
Apartment
1,591
1,176,167
25
Female
4,965
Divorced
1
High School
Unemployed
21.062445
Rural
Premium
4
17
536
9
2020-05-29 15:21:39.237118
Average
No
Monthly
House
1,335
1,176,168
22
Male
11,253
Divorced
2
Master's
Self-Employed
17.828615
Suburban
Comprehensive
null
5
null
8
2020-06-28 15:21:39.237118
Good
No
Rarely
Condo
1,294
1,176,169
56
Male
91,806
Single
4
High School
null
16.827164
Urban
Comprehensive
2
5
511
7
2021-10-13 15:21:39.231531
Good
Yes
Daily
Condo
434
1,176,170
43
Female
2,529
Divorced
1
PhD
Employed
22.252436
Rural
Premium
0
13
573
3
2022-05-24 15:21:39.276388
Good
Yes
Rarely
Apartment
2,482
1,176,171
39
Male
89,949
Married
3
Master's
Unemployed
30.987088
Urban
Premium
1
5
391
1
2022-05-22 15:21:39.128286
null
Yes
Rarely
Condo
112
1,176,172
48
Male
52,878
Married
4
PhD
Unemployed
34.037784
Rural
Basic
1
9
494
3
2022-02-17 15:21:39.225916
Good
Yes
Weekly
Condo
381
1,176,173
64
Male
10,984
Married
3
Bachelor's
Self-Employed
24.660812
Suburban
Comprehensive
0
2
571
4
2022-12-05 15:21:39.146733
Poor
No
Daily
Condo
1,134
1,176,174
60
Male
13,984
Single
0
Bachelor's
Unemployed
18.823609
Suburban
Premium
null
7
403
7
2020-10-11 15:21:39.155231
Average
No
Daily
Apartment
1,876
1,176,175
60
Female
5,939
Married
3
Master's
Employed
37.878409
Suburban
Comprehensive
null
6
515
1
2022-06-06 15:21:39.237118
Average
No
Rarely
Apartment
1,563
1,176,176
60
Male
5,768
Divorced
3
Master's
null
34.635865
Suburban
Basic
2
15
566
7
2020-05-31 15:21:39.122134
Good
No
Daily
House
612
1,176,177
19
Male
121,680
Single
3
Master's
Unemployed
27.88259
Urban
Premium
1
18
null
4
2022-09-28 15:21:39.155231
Good
Yes
Monthly
Apartment
190
1,176,178
35
Female
62,390
Single
0
Bachelor's
Self-Employed
28.246724
Rural
Premium
2
2
332
2
2022-04-23 15:21:39.245086
null
No
Daily
Apartment
1,398
1,176,179
25
Male
34,117
Single
4
High School
Employed
6.846262
Suburban
Comprehensive
1
14
471
1
2021-12-06 15:21:39.155231
Good
Yes
Monthly
Apartment
3,124
1,176,180
62
Male
8,844
Married
0
High School
Employed
23.936953
Suburban
Basic
1
17
454
4
2019-09-09 15:21:39.205850
Good
No
Weekly
House
288
1,176,181
42
Male
20,926
Married
0
PhD
null
3.858106
Rural
Basic
null
2
null
3
2022-02-12 15:21:39.237118
Average
No
Daily
Condo
563
1,176,182
44
Male
1,415
Divorced
2
PhD
Employed
25.59177
Rural
Basic
0
18
794
4
2024-03-28 15:21:39.098696
Good
No
Monthly
Apartment
238
1,176,183
52
Male
23,248
Divorced
0
Master's
Unemployed
29.85681
Rural
Basic
1
15
829
9
2024-07-25 15:21:39.237118
Good
Yes
Daily
Apartment
1,347
1,176,184
48
Male
6,072
Divorced
1
High School
null
11.087721
Rural
Premium
null
19
723
2
2022-02-20 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,196
1,176,185
41
Female
23,401
Divorced
1
High School
Self-Employed
null
Rural
Comprehensive
1
10
762
9
2021-08-20 15:21:39.155231
Good
No
Weekly
Condo
1,575
1,176,186
37
Male
39,644
Married
2
PhD
Unemployed
27.791856
Rural
Basic
0
0
725
9
2024-01-20 15:21:39.134960
Poor
Yes
Rarely
House
614
1,176,187
61
Male
44,975
Married
3
Bachelor's
null
24.234027
Rural
Premium
1
19
722
7
2022-07-07 15:21:39.194829
Good
Yes
Monthly
House
1,874
1,176,188
62
Male
14,054
Divorced
3
High School
Self-Employed
29.93838
Rural
Basic
0
14
709
7
2023-12-25 15:21:39.261856
Average
Yes
Monthly
House
472
1,176,189
41
Male
66,937
Divorced
0
Bachelor's
null
26.818704
Rural
Premium
2
19
434
6
2023-01-07 15:21:39.148733
Good
Yes
Weekly
House
632
1,176,190
56
Male
49,353
Divorced
2
Master's
Employed
25.908896
Suburban
Premium
null
1
415
4
2021-04-25 15:21:39.134960
Poor
Yes
Rarely
Apartment
538
1,176,191
52
Female
107,985
Single
1
Master's
Self-Employed
5.717198
Suburban
Comprehensive
null
5
null
9
2022-11-30 15:21:39.173661
null
No
Daily
House
2,074
1,176,192
57
Male
136,464
Divorced
0
Master's
Self-Employed
3.374787
Suburban
Premium
1
0
464
9
2021-03-24 15:21:39.270454
null
No
Rarely
Condo
2,061
1,176,193
31
Male
61,852
Single
1
Bachelor's
Self-Employed
16.687419
Rural
Comprehensive
1
7
382
5
2023-05-06 15:21:39.191219
Good
No
Monthly
Apartment
1,423
1,176,194
41
Male
29,095
Divorced
1
PhD
null
21.186041
Urban
Premium
0
6
477
9
2023-04-13 15:21:39.155231
Average
No
Daily
Condo
1,318
1,176,195
57
Male
3,561
Divorced
1
Master's
Unemployed
47.067498
Urban
Comprehensive
null
7
308
7
2021-10-24 15:21:39.134960
Good
Yes
Weekly
House
3,833
1,176,196
37
Male
20,654
Married
2
Bachelor's
null
41.996815
Suburban
Basic
1
11
539
8
2021-10-02 15:21:39.155231
Poor
No
Daily
Condo
3,869
1,176,197
40
Female
40,695
Married
3
PhD
null
18.681956
Rural
Basic
0
13
673
9
2020-07-09 15:21:39.233485
Good
No
Weekly
House
695
1,176,198
58
Female
55,757
Divorced
3
High School
Employed
10.676032
Suburban
Comprehensive
null
2
781
5
2021-03-19 15:21:39.283783
Good
Yes
Weekly
House
111
1,176,199
55
Male
25,914
Single
4
High School
Employed
27.895688
Suburban
Premium
0
8
620
4
2021-11-06 15:21:39.257696
Average
Yes
Daily
Apartment
1,677