Tenure
int64 0
72
| PhoneService
stringclasses 2
values | MultipleLines
stringclasses 3
values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
36
| prediction_label
stringclasses 2
values | prediction_score
float64 0
0.95
| actual_score
int64 0
1
| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
0.39
| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
0.17
| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
int64 20
80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
values | EmploymentStatus
stringclasses 5
values | LocationCode
stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f38f5cbf-150d-4725-9251-bb9ee7a09d44
|
no_churn
| 0.508522 | 0 |
no_churn
| -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 |
Female
| 35 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,671,948,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e6b3947b-75b5-4570-9d93-05ae022b0de3
|
churn
| 0.863913 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
69 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
645d84c1-7fed-42f2-969d-9f4d742923c2
|
no_churn
| 0.121336 | 0 |
no_churn
| -0.091211 | -0.003229 | 0.018391 | 0.025448 | -0.000752 | -0.15294 | -0.028861 | -0.030874 |
Female
| 77 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c13c8af8-e9af-4698-8f6f-781946dad408
|
no_churn
| 0.384833 | 0 |
no_churn
| -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1a11e448-93db-4910-995b-12b4b0f13126
|
churn
| 0.287869 | 1 |
churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Female
| 74 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,948,000 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a4a67b13-92d3-4e50-a68e-e440056814bb
|
no_churn
| 0.057781 | 0 |
no_churn
| -0.082608 | -0.003036 | -0.070054 | 0.034166 | -0.002816 | -0.106524 | -0.016921 | -0.021234 |
Male
| 49 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,948,000 |
38 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
96dd65d3-aa40-4e37-b6de-5b5345b2fb45
|
no_churn
| 0.31256 | 0 |
no_churn
| -0.038384 | -0.008392 | -0.020685 | 0.110752 | 0.004618 | 0.101454 | -0.011607 | 0.009397 |
Male
| 52 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,948,000 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83c79b41-5462-42e5-95bd-2a92e2b5af97
|
no_churn
| 0.267164 | 0 |
no_churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c3c0de32-f6f9-4cc5-87b4-10b867d4f649
|
churn
| 0.882626 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 41 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9a5cb950-895b-443e-a5f2-aa67b97fbf46
|
no_churn
| 0.276122 | 0 |
no_churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b3699208-2b96-42e8-b8a4-bb84a60e6450
|
no_churn
| 0.451764 | 0 |
no_churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Female
| 63 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,948,000 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f0059933-63c5-4569-8e69-84ee1762803d
|
churn
| 0.582889 | 1 |
churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Female
| 71 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fc84fb7a-7d2a-4d36-aeaf-5ed72c0507b0
|
churn
| 0.360925 | 1 |
churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 77 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e9d548fa-d7ae-4227-8d0f-51c2caca1e09
|
no_churn
| 0.323609 | 0 |
no_churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d04fc707-6665-4f9e-9567-119c51defbe3
|
no_churn
| 0.31622 | 0 |
no_churn
| -0.175056 | -0.00355 | -0.112115 | 0.001653 | 0.044002 | 0.044287 | -0.033891 | -0.02531 |
Male
| 63 |
No
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,671,948,000 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e66f6d5d-3c3d-4754-96c8-d7ff7658acf5
|
no_churn
| 0.305685 | 0 |
no_churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b60642c-8a1f-49d5-a4eb-a698e7ff9506
|
no_churn
| 0.420126 | 0 |
no_churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Female
| 71 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60ec36d0-7457-402a-8186-353d8b61eed8
|
churn
| 0.838567 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Female
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
38 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fcd3ebd6-39d0-4f3a-9f4a-73f8cf989851
|
churn
| 0.222222 | 1 |
churn
| 0.068658 | -0.008714 | 0.005341 | 0.174442 | 0.013833 | 0.065926 | 0.013773 | 0.029058 |
Male
| 23 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
1d3def3e-db77-4918-8d86-7dee749f9944
|
no_churn
| 0.015144 | 0 |
no_churn
| -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 |
Male
| 73 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
70532bc6-adb8-4300-aed7-63cece401d52
|
churn
| 0.438159 | 1 |
churn
| 0.030882 | -0.001331 | 0.04395 | 0.134151 | 0.043117 | 0.12672 | -0.00966 | -0.017157 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e2abc53f-263e-49fe-90a5-d2aaba467aff
|
no_churn
| 0.367067 | 0 |
no_churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 49 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
33 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
716f0398-9962-4bb9-8773-684743b32ea9
|
no_churn
| 0.303301 | 0 |
no_churn
| -0.052867 | -0.002618 | -0.091801 | 0.106448 | 0.005765 | 0.031978 | -0.006128 | 0.005103 |
Male
| 43 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
8108910b-c878-4cf8-b649-3d64d48c8b05
|
no_churn
| 0.022662 | 0 |
no_churn
| -0.105819 | -0.002841 | 0.010566 | 0.044057 | -0.061061 | -0.102819 | -0.014167 | -0.016941 |
Male
| 61 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,948,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30fca946-8d55-4138-a8ce-d80d8eaf43fd
|
churn
| 0.872029 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30b8c06b-07de-48fb-aafc-2863b8c40ca6
|
churn
| 0.4517 | 1 |
churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Female
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ecab4312-ff4c-4779-8ad7-81599a6b96b5
|
churn
| 0.555974 | 1 |
churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 22 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
53 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9d7ebbdb-a13d-4cea-8ca5-f43e4cd8169a
|
no_churn
| 0.213571 | 0 |
no_churn
| -0.171173 | -0.004324 | -0.078551 | 0.028725 | 0.031743 | 0.029432 | -0.02295 | -0.021928 |
Male
| 39 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
56a5b88e-af54-4d96-8e54-4a925dff4ce2
|
no_churn
| 0.25624 | 0 |
no_churn
| -0.079704 | -0.002784 | -0.001635 | 0.113437 | -0.016702 | 0.087664 | -0.021592 | -0.039723 |
Female
| 64 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,948,000 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f7ae7cd1-562d-4281-b4ca-f7b14de6c7bd
|
no_churn
| 0.335522 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 67 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
946d93d5-f5ce-4daa-8f25-df185286f7c8
|
churn
| 0.851039 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 37 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,948,000 |
48 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
8f7f2c14-36fc-4fc4-9e21-4f36ff7fdac7
|
no_churn
| 0.242774 | 0 |
no_churn
| -0.073303 | -0.002087 | -0.049157 | -0.103448 | 0.048468 | -0.125827 | 0.032679 | 0.053648 |
Female
| 70 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
33 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
924091d9-0eb3-44ce-98a9-801886dc431b
|
no_churn
| 0.105703 | 0 |
no_churn
| 0.00085 | 0.001023 | 0.034659 | 0.060677 | 0.129138 | -0.051314 | 0.097625 | 0.098315 |
Female
| 52 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
24 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f2ef64c6-21c1-4a38-bf65-6b2d13e34f21
|
no_churn
| 0.697448 | 0 |
no_churn
| 0.023498 | -0.002043 | 0.10837 | -0.006601 | 0.117349 | 0.135906 | 0.130489 | 0.132576 |
Male
| 48 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
cb888c45-4f8b-4d50-ae1b-122aefda6073
|
no_churn
| 0.880348 | 0 |
no_churn
| 0.272089 | -0.005932 | -0.065563 | -0.0016 | 0.089923 | 0.127658 | 0.002106 | 0.016654 |
Male
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
68 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
a2120b5c-49bd-45ef-a576-8288e4a1c628
|
no_churn
| 0.122295 | 0 |
no_churn
| -0.086785 | -0.001923 | 0.035018 | 0.039262 | 0.022712 | -0.177755 | 0.052612 | 0.057834 |
Female
| 80 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,671,948,000 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a481967f-5ab7-4dd0-b3f5-f7527c17835c
|
no_churn
| 0.305685 | 0 |
no_churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
26 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
71085fbb-9b11-4993-bf6b-8c76c7387b20
|
no_churn
| 0.108602 | 0 |
no_churn
| 0.06922 | -0.000151 | 0.022601 | 0.040213 | 0.124882 | -0.03702 | 0.160469 | 0.106093 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
59c6520d-d76f-4f1c-8c21-716a659d91ae
|
churn
| 0.713435 | 1 |
churn
| 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 |
Male
| 34 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
14 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83ebac95-2743-4ce1-90de-1ba4ba083560
|
no_churn
| 0.325534 | 0 |
no_churn
| -0.119022 | 0.063893 | 0.018578 | -0.094935 | -0.056144 | 0.058615 | -0.016892 | -0.036453 |
Male
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
6bf50a9a-4bcf-4438-bc78-4e6c9fce3629
|
no_churn
| 0.005232 | 0 |
no_churn
| -0.087342 | 0.012202 | -0.001287 | -0.011712 | -0.0486 | -0.188458 | 0.031874 | 0.024298 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
04821f24-7956-41c2-83f2-572897c78300
|
no_churn
| 0.335522 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Male
| 40 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
23cf4272-5e67-415f-b6e6-03b3ada18fce
|
churn
| 0.399553 | 1 |
churn
| 0.057217 | -0.001518 | 0.035491 | 0.04371 | 0.039156 | 0.14208 | 0.112565 | 0.055843 |
Male
| 57 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
cdf2a759-a886-4c58-9260-35b7ba3f53f7
|
no_churn
| 0.001754 | 0 |
no_churn
| -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 |
Female
| 56 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,948,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
840eab54-f144-4be1-b6e6-a2a837ab8e49
|
no_churn
| 0.004856 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Male
| 26 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
47 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
475e397f-4702-4fb1-9d65-ec5df6e28f1f
|
no_churn
| 0.015941 | 0 |
no_churn
| -0.049453 | -0.00266 | 0.021374 | -0.000898 | -0.055603 | -0.229005 | 0.028385 | 0.038834 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
26 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
3a351783-d6d3-4406-8456-defd65ba2067
|
no_churn
| 0.107547 | 0 |
no_churn
| -0.063399 | -0.009916 | -0.006177 | 0.005576 | 0.06248 | -0.15138 | 0.014032 | 0.069758 |
Male
| 34 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
47 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
4883dc53-a1ca-4dd8-9a9d-54d0db489455
|
no_churn
| 0.008676 | 0 |
no_churn
| -0.024692 | -0.00499 | -0.012256 | -0.035189 | 0.012074 | -0.130155 | -0.025877 | -0.047941 |
Male
| 25 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,948,000 |
7 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
4907870b-b6fe-4468-a751-7a3aefb2e80f
|
churn
| 0.128036 | 1 |
churn
| 0.203779 | -0.003254 | 0.046293 | 0.11418 | 0.103819 | -0.093662 | -0.006829 | -0.014805 |
Female
| 57 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,948,000 |
55 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1cff2c3f-65d8-4124-8f9b-1b811b69e07c
|
no_churn
| 0.023912 | 0 |
no_churn
| -0.051328 | -0.003152 | -0.012838 | -0.05756 | -0.018465 | -0.083116 | -0.014211 | -0.016689 |
Female
| 22 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
71 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
03a055c5-8951-45ea-893a-970382553c09
|
no_churn
| 0.054587 | 0 |
no_churn
| -0.161716 | -0.00229 | 0.000788 | -0.004062 | 0.002802 | -0.131676 | 0.035716 | 0.061412 |
Female
| 70 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,948,000 |
14 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
094be3a8-03ea-4055-8130-fefae9330141
|
no_churn
| 0.325534 | 0 |
no_churn
| -0.119022 | 0.063893 | 0.018578 | -0.094935 | -0.056144 | 0.058615 | -0.016892 | -0.036453 |
Male
| 28 |
No
|
Yes
|
Retired
|
Rural
|
Bachelor
| 1,671,948,000 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4f2ba1c0-ea25-4fe6-abc5-1914682bca37
|
no_churn
| 0.031947 | 0 |
no_churn
| -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 |
Female
| 60 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
63c98d07-c209-41a5-8b1f-501f2805a523
|
no_churn
| 0.002277 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
66 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
fc377391-f1f7-428b-8a3e-578db69bd415
|
no_churn
| 0.01979 | 0 |
no_churn
| -0.050267 | -0.004594 | -0.026969 | -0.022538 | 0.001415 | -0.094567 | -0.038184 | -0.033322 |
Male
| 76 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e1a89a1f-8a6b-46d7-8d5e-1204eca0fd75
|
no_churn
| 0.005232 | 0 |
no_churn
| -0.087342 | 0.012202 | -0.001287 | -0.011712 | -0.0486 | -0.188458 | 0.031874 | 0.024298 |
Female
| 78 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
26 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
1698bdef-76f2-4c59-99b1-a310302041b8
|
no_churn
| 0.108602 | 0 |
no_churn
| 0.06922 | -0.000151 | 0.022601 | 0.040213 | 0.124882 | -0.03702 | 0.160469 | 0.106093 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ea8ba099-0897-4fcb-8ffc-92af178138bd
|
no_churn
| 0.074185 | 0 |
no_churn
| 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6baf0ab3-bf5c-46e4-862f-86dea368e7d4
|
no_churn
| 0.086253 | 0 |
no_churn
| -0.039498 | -0.007018 | -0.036313 | -0.041988 | -0.033254 | -0.064756 | -0.021342 | -0.024856 |
Male
| 32 |
No
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,671,948,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cc98f92d-3210-4ad3-8196-8a5267c3c4d8
|
churn
| 0.872029 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
e4aba996-0d6c-4531-b139-e27d6bc66409
|
churn
| 0.508319 | 1 |
churn
| -0.105215 | -0.003144 | 0.023267 | 0.060642 | 0.028563 | 0.072282 | 0.0224 | 0.064234 |
Female
| 75 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,671,948,000 |
26 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
404007c3-e5a5-402b-a8a7-10367a682a50
|
no_churn
| 0.195785 | 0 |
no_churn
| -0.097592 | -0.009498 | -0.033806 | -0.046007 | 0.005298 | 0.039987 | -0.057719 | -0.06969 |
Male
| 34 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
dce5c662-c92f-415b-a34f-f49d0bb874c5
|
no_churn
| 0.06571 | 0 |
no_churn
| -0.168918 | -0.002493 | -0.004575 | 0.008225 | -0.058956 | -0.101205 | 0.013007 | 0.045888 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b64b3064-d3d1-4c2e-be0b-6d186312061a
|
churn
| 0.287869 | 1 |
churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
30 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
9eca7009-fc34-4c1c-9580-bf0dc39ae0fd
|
no_churn
| 0.4631 | 0 |
no_churn
| -0.052238 | -0.010095 | 0.000203 | -0.034273 | -0.128182 | 0.049322 | -0.053072 | -0.030691 |
Female
| 65 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,948,000 |
52 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
df874794-f7ea-42b8-b484-58f9b33fe39c
|
no_churn
| 0.072758 | 0 |
no_churn
| -0.090489 | 0.016985 | 0.014162 | -0.072759 | 0.012913 | -0.066874 | -0.037223 | -0.045741 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
56 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
14300c61-521d-4b5c-bfcb-2e62e51e3b1a
|
no_churn
| 0.041352 | 0 |
no_churn
| -0.030503 | -0.003502 | 0.005971 | -0.0096 | -0.083607 | -0.117996 | -0.017082 | -0.012707 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e9ac0fd-bc49-47d7-9e90-9c060b17967c
|
churn
| 0.591543 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 43 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
e47fc725-a850-47ce-a0b8-cb5a0794866b
|
churn
| 0.715943 | 1 |
churn
| -0.088412 | -0.002241 | 0.052542 | -0.009964 | 0.011684 | 0.092021 | -0.01236 | 0.050072 |
Male
| 26 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,948,000 |
41 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a51571c8-1388-4977-a296-2591b27fa487
|
churn
| 0.37802 | 1 |
churn
| 0.002213 | -0.000907 | 0.130874 | 0.045167 | 0.070459 | 0.145809 | 0.133999 | 0.12936 |
Female
| 74 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,948,000 |
49 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
a0f9270f-678c-4165-b4dd-900f5175ee3f
|
no_churn
| 0.010282 | 0 |
no_churn
| -0.061446 | -0.003377 | -0.01964 | -0.032449 | -0.029723 | -0.093144 | -0.013376 | -0.015872 |
Male
| 35 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,948,000 |
68 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
72dcaf11-1a85-444d-b3b6-0d1fce5c4b05
|
no_churn
| 0.052362 | 0 |
no_churn
| -0.114526 | -0.002158 | 0.029878 | 0.022158 | 0.054087 | 0.072311 | -0.035068 | -0.041709 |
Female
| 62 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
42 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
7055f46a-e363-4cd4-a8d1-f341b9e48c4b
|
no_churn
| 0.076455 | 0 |
no_churn
| 0.016502 | -0.001396 | -0.000255 | -0.105126 | -0.067555 | -0.009494 | 0.01028 | 0.048019 |
Male
| 49 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
7 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
10cd39df-97cb-4315-b96a-d8d98d924c0a
|
churn
| 0.651008 | 1 |
churn
| 0.105707 | 0.000057 | 0.006032 | 0.024622 | 0.102135 | 0.153404 | 0.12686 | 0.142157 |
Male
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
47 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
fd079ce2-af37-4b15-a857-006eafb7948b
|
churn
| 0.015941 | 0 |
no_churn
| -0.049453 | -0.00266 | 0.021374 | -0.000898 | -0.055603 | -0.229005 | 0.028385 | 0.038834 |
Male
| 60 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
48 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
0547a1f8-69ef-4f3b-b6a8-9eff24e99134
|
no_churn
| 0.007734 | 0 |
no_churn
| -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 |
Female
| 70 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
46 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cdb607a5-b9b1-47df-81b6-e94f2946febe
|
no_churn
| 0.161945 | 0 |
no_churn
| -0.108612 | -0.006323 | 0.008706 | -0.046251 | -0.081489 | 0.032538 | -0.040032 | -0.020897 |
Male
| 26 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1900d1c1-bea9-4e91-9812-e8c2dcb54386
|
churn
| 0.713435 | 1 |
churn
| 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 |
Male
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7cfb46fc-89ae-4f81-9f8b-4e8f81032add
|
churn
| 0.880348 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Female
| 61 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,948,000 |
35 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4d8ce056-a8bb-4fa6-a249-9baa2b4277b2
|
no_churn
| 0.010266 | 0 |
no_churn
| -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 |
Female
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
58 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
2fafa2d6-e7a3-44fd-ab69-42d5c351032a
|
no_churn
| 0.053336 | 0 |
no_churn
| -0.069979 | -0.006847 | -0.007665 | -0.020118 | -0.019256 | -0.048652 | -0.021229 | -0.025279 |
Male
| 70 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Doctor
| 1,671,948,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d65949ca-365b-40ec-89be-1d3b20ea3775
|
churn
| 0.4517 | 1 |
churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
2e4b86fe-1415-4171-9c1d-666f3a2cbaad
|
churn
| 0.054298 | 1 |
churn
| -0.112731 | -0.003493 | 0.003481 | -0.023219 | -0.036668 | -0.133371 | 0.014046 | 0.028563 |
Male
| 39 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f0bb743f-f155-407e-a2a7-060b800a514e
|
no_churn
| 0.005259 | 0 |
no_churn
| -0.063452 | -0.00341 | 0.009992 | -0.019203 | 0.00886 | -0.166229 | -0.017367 | -0.018219 |
Female
| 70 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2a05f1ca-5adc-4ddd-8974-5f0d49bbcbd7
|
churn
| 0.287869 | 1 |
churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 45 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b206ce04-8ae9-4ad2-9df4-013a6aaba2af
|
churn
| 0.788966 | 1 |
churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Female
| 79 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
54 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
d9817675-f8ed-4b4e-989c-fb55933aecc6
|
churn
| 0.442952 | 1 |
churn
| -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 |
Female
| 78 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
63 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
7d020539-d0b0-4bbe-bf5f-b13a536c86a5
|
no_churn
| 0.071073 | 0 |
no_churn
| -0.062817 | -0.001202 | -0.074391 | -0.019616 | 0.05145 | -0.116346 | 0.060683 | 0.063213 |
Male
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
10 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
01765713-71ae-4ef2-8a83-23d58a53bdb4
|
no_churn
| 0.313181 | 0 |
no_churn
| -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 |
Male
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
42 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1ed9199c-b056-4363-9ea0-5f8a3f42cf97
|
no_churn
| 0.031364 | 0 |
no_churn
| -0.00503 | 0.017707 | 0.003345 | -0.016656 | -0.013718 | -0.159658 | -0.01103 | -0.013985 |
Male
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
24 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
48beac59-27b7-45e4-9aa1-a497aa53ea7d
|
no_churn
| 0.697448 | 0 |
no_churn
| 0.023498 | -0.002043 | 0.10837 | -0.006601 | 0.117349 | 0.135906 | 0.130489 | 0.132576 |
Male
| 35 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,948,000 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2a278350-8a1b-40ab-910f-40ad861b6474
|
churn
| 0.838567 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Female
| 34 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,948,000 |
35 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
6d0a23e9-18ed-4123-9b16-2a4ad8d79b1e
|
no_churn
| 0.010266 | 0 |
no_churn
| -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 |
Male
| 30 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d517099e-3f65-4509-b079-f484f0819097
|
no_churn
| 0.002277 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Male
| 28 |
No
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,671,948,000 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
ec42f769-d9ad-411d-ba92-9d6cef98d662
|
no_churn
| 0.001754 | 0 |
no_churn
| -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb2692a5-57d4-495b-a606-dc927b88706e
|
churn
| 0.851039 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 52 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,948,000 |
42 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
5f67363a-067b-4ebf-a01b-22b8859ff708
|
no_churn
| 0.112037 | 0 |
no_churn
| -0.076233 | 0.005393 | -0.003469 | -0.040904 | 0.0264 | -0.14067 | -0.009 | 0.019457 |
Male
| 60 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b95a6e13-cde5-42b8-bdd7-d63dcba4d9a4
|
no_churn
| 0.307469 | 0 |
no_churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Female
| 23 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,948,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
07569a92-1441-4d32-b4f3-7f4e3e06b617
|
no_churn
| 0.276122 | 0 |
no_churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Female
| 45 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,948,000 |
64 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
5b41e153-d20e-4317-9490-9f81cf23ca4a
|
no_churn
| 0.012685 | 0 |
no_churn
| -0.064919 | -0.003793 | -0.010654 | -0.021095 | -0.006029 | -0.108659 | -0.026346 | -0.027532 |
Female
| 33 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
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