Tenure
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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
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| actual_score
int64 0
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| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
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| shap/PhoneService
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| shap/MultipleLines
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| 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
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80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
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stringclasses 5
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stringclasses 3
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stringclasses 5
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e32833d5-8016-4daa-8301-677897359241
|
churn
| 0.837767 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
38 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9def202b-eddb-4f00-bb00-dc57dd16f535
|
no_churn
| 0.073009 | 0 |
no_churn
| -0.046821 | -0.014198 | -0.014061 | -0.038849 | -0.087002 | 0.01844 | -0.034453 | -0.018082 |
Male
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
92f9a282-8170-49a1-b610-80025d85af52
|
no_churn
| 0.029116 | 0 |
no_churn
| -0.071387 | -0.003584 | -0.012869 | -0.034988 | -0.021023 | -0.08911 | -0.015492 | -0.016574 |
Male
| 57 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c3dcf23a-82c0-4cce-86fe-329a162faf31
|
no_churn
| 0.149835 | 0 |
no_churn
| -0.166968 | -0.001478 | 0.019462 | -0.056108 | 0.05089 | 0.064289 | 0.006342 | 0.074545 |
Male
| 66 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
11 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
72f8dc64-926f-485c-a1ed-7027f966af9b
|
no_churn
| 0.215264 | 0 |
no_churn
| 0.071522 | -0.001349 | 0.006939 | 0.027841 | -0.083876 | 0.077337 | -0.010265 | -0.001919 |
Male
| 73 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,898,400 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
e5b20346-dac0-4d1f-aeff-4a2a5fa2c1ff
|
no_churn
| 0.049307 | 0 |
no_churn
| 0.006026 | -0.000692 | 0.027538 | 0.029331 | 0.10179 | -0.052054 | 0.124718 | 0.086818 |
Male
| 45 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,898,400 |
23 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
298caed5-dc80-4d71-9eca-7b1daa009fa9
|
no_churn
| 0.108326 | 0 |
no_churn
| -0.066017 | -0.009521 | 0.041846 | -0.127502 | 0.023414 | 0.05888 | -0.041846 | -0.068281 |
Female
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
88c7df67-4a20-494d-a006-80e250fa3121
|
no_churn
| 0.078961 | 0 |
no_churn
| -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 |
Male
| 28 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
59 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
72ce1eb2-4191-453a-8d22-97948857a68f
|
no_churn
| 0.055308 | 0 |
no_churn
| -0.141855 | -0.007601 | -0.007545 | -0.079908 | -0.092947 | 0.038809 | 0.015161 | 0.00686 |
Male
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
6 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
bddbfbf2-941e-48da-a1d7-fb1e421a9b8d
|
no_churn
| 0.00743 | 0 |
no_churn
| -0.017894 | -0.003966 | -0.00751 | -0.032938 | 0.007959 | -0.146769 | -0.037512 | -0.030396 |
Male
| 61 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
23 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
08fc0eaf-0565-46ce-80e5-179425749bd3
|
no_churn
| 0.014675 | 0 |
no_churn
| -0.106325 | -0.002538 | 0.041099 | -0.10354 | -0.071324 | 0.076861 | 0.066973 | 0.049769 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
50 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
736d8f69-a3b7-440c-acb3-726a32ba6147
|
no_churn
| 0.274983 | 0 |
no_churn
| -0.009001 | -0.001647 | 0.114027 | 0.027692 | 0.041914 | 0.117734 | 0.058483 | 0.002083 |
Female
| 61 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
19 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fc6ec633-64bd-4629-9332-d8fdab6b348f
|
churn
| 0.391801 | 1 |
churn
| 0.095326 | -0.002454 | -0.012112 | 0.167078 | 0.10288 | 0.117252 | -0.006277 | -0.026477 |
Male
| 56 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c2d4aad-64c5-4129-811b-47f9fcef6392
|
no_churn
| 0.672023 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Male
| 70 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
29 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
83e74405-09a2-43b6-bb68-8bd74990a4da
|
churn
| 0.582138 | 1 |
churn
| 0.06139 | -0.000995 | 0.021737 | 0.057396 | 0.163766 | 0.132888 | 0.113694 | 0.132766 |
Male
| 78 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,898,400 |
48 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3bc54676-1377-4624-8da3-3eb2447a9776
|
no_churn
| 0.174132 | 0 |
no_churn
| -0.16229 | 0.003829 | -0.005694 | -0.029065 | 0.03653 | 0.017139 | -0.027612 | -0.041863 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
68 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1d4b7d4f-91eb-42bc-96af-851efd3ec861
|
no_churn
| 0.366945 | 0 |
no_churn
| -0.165663 | -0.001987 | 0.005811 | -0.055364 | 0.044234 | 0.032797 | 0.01763 | 0.078564 |
Female
| 70 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,898,400 |
53 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4c6baecb-ba5c-428d-8d37-589fe7850152
|
no_churn
| 0.015002 | 0 |
no_churn
| -0.062856 | -0.003076 | -0.092129 | 0.007149 | 0.05764 | 0.004452 | -0.034931 | -0.055276 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9c85cf7d-e32c-48da-8222-c119d6ae94e2
|
churn
| 0.540524 | 1 |
churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Male
| 49 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,898,400 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9b741ce5-8ab5-481a-86d3-1b54ee645f89
|
churn
| 0.405712 | 1 |
churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 23 |
No
|
No
|
Retired
|
Urban
|
College
| 1,672,898,400 |
49 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9b7a2052-beb6-46d0-b366-8371f5188c03
|
no_churn
| 0.037012 | 0 |
no_churn
| -0.144147 | -0.003483 | -0.135595 | -0.052465 | 0.001977 | 0.061232 | -0.037602 | 0.051056 |
Female
| 65 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,898,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
bac682b5-43f6-4f93-a8c7-54a390856d8e
|
no_churn
| 0.229026 | 0 |
no_churn
| -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 |
Female
| 80 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e60bef07-782f-4595-9c3f-3b0dcde7cec5
|
no_churn
| 0.004495 | 0 |
no_churn
| -0.061977 | -0.003512 | -0.012638 | -0.020423 | -0.015405 | -0.130857 | -0.010778 | -0.013436 |
Male
| 39 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
a02d3b20-8184-4d27-8333-703da08bf0c2
|
no_churn
| 0.01922 | 0 |
no_churn
| -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 |
Female
| 46 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
69 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1f9812e5-b109-4c36-968a-cb847e231a34
|
no_churn
| 0.005652 | 0 |
no_churn
| -0.096823 | -0.003945 | 0.004586 | -0.093799 | 0.016257 | 0.04991 | -0.029595 | -0.068672 |
Male
| 24 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,898,400 |
33 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e25afc71-0bdb-4b52-8062-5df0fb96dc8a
|
no_churn
| 0.116864 | 0 |
no_churn
| -0.091 | -0.007845 | -0.023771 | -0.100623 | -0.016991 | 0.032477 | -0.031875 | -0.023398 |
Female
| 25 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
56 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
1874dd22-89a3-4fea-906a-a93da4aba50d
|
no_churn
| 0.031138 | 0 |
no_churn
| 0.004266 | -0.003664 | -0.013477 | -0.022542 | 0.023032 | -0.169745 | -0.031991 | -0.054905 |
Male
| 58 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
6 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cab9b599-ce4f-43bd-afaa-b70c40752bca
|
no_churn
| 0.27042 | 0 |
no_churn
| -0.027918 | 0.020665 | 0.016448 | -0.055528 | 0.037248 | 0.093532 | -0.036806 | -0.022047 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
53 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d8df9af4-2db1-4453-8f1f-e78b79c1340c
|
no_churn
| 0.015002 | 0 |
no_churn
| -0.062856 | -0.003076 | -0.092129 | 0.007149 | 0.05764 | 0.004452 | -0.034931 | -0.055276 |
Female
| 66 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,898,400 |
56 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1c01ec46-0611-4721-90c1-ead06a7a1f25
|
no_churn
| 0.031138 | 0 |
no_churn
| 0.005458 | -0.003294 | -0.048278 | -0.0624 | 0.06239 | 0.036957 | -0.03511 | -0.044749 |
Female
| 21 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,898,400 |
18 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
e315c82f-13d6-48b9-b7e4-411858160b74
|
no_churn
| 0.179058 | 0 |
no_churn
| -0.048157 | -0.019167 | -0.033077 | -0.048723 | -0.078405 | 0.027902 | -0.025671 | 0.006271 |
Female
| 67 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,898,400 |
35 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3dead518-7ada-4a69-ac4c-fe189ca5883f
|
churn
| 0.179364 | 1 |
churn
| -0.051774 | -0.004808 | -0.056568 | 0.110153 | 0.010347 | 0.02496 | 0.003664 | 0.003375 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
16e0c079-32d7-46be-af63-8cdfbbb6543f
|
no_churn
| 0.569029 | 0 |
no_churn
| -0.053204 | -0.004025 | -0.11868 | -0.004668 | -0.052659 | 0.058622 | -0.067735 | -0.006677 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
10 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
c72663f1-8aab-4061-9bfa-c5c96f18c944
|
churn
| 0.596614 | 1 |
churn
| -0.007841 | -0.002811 | -0.074556 | -0.110707 | 0.007396 | 0.083751 | -0.024117 | 0.089858 |
Female
| 72 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,672,898,400 |
13 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
46687d84-5f18-4376-be37-6e5d90db4157
|
churn
| 0.518246 | 1 |
churn
| -0.096441 | 0.033426 | -0.001371 | -0.091781 | -0.055572 | 0.062798 | -0.055032 | -0.065052 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
40 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d6a75136-0454-411c-b8be-9dc7fea40165
|
no_churn
| 0.012736 | 0 |
no_churn
| -0.104104 | -0.021087 | -0.072949 | -0.057878 | 0.005082 | 0.04759 | -0.02628 | -0.027401 |
Female
| 43 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
10 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f032032d-f24b-4949-982d-dd021a3c8755
|
churn
| 0.596614 | 1 |
churn
| -0.007841 | -0.002811 | -0.074556 | -0.110707 | 0.007396 | 0.083751 | -0.024117 | 0.089858 |
Female
| 70 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,898,400 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6b9e4d7a-e30a-4af3-aa35-41f7a7907523
|
churn
| 0.697126 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 66 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
b3c7c3d8-188a-45de-8056-b700f7ac2ab4
|
no_churn
| 0.015488 | 0 |
no_churn
| -0.068448 | -0.001485 | 0.016409 | 0.000685 | 0.109919 | 0.109069 | 0.080199 | 0.090363 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,898,400 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
da91891c-09a4-4063-a4f0-8b7b09e92253
|
no_churn
| 0.041816 | 0 |
no_churn
| -0.032361 | -0.00702 | -0.03234 | -0.06134 | -0.042743 | 0.052851 | -0.031715 | -0.025024 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
40 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5be2cda-3696-4f6c-ba23-3c746279feb3
|
no_churn
| 0.012736 | 0 |
no_churn
| -0.104104 | -0.021087 | -0.072949 | -0.057878 | 0.005082 | 0.04759 | -0.02628 | -0.027401 |
Male
| 56 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
c14aea22-7793-4ee9-bad0-9f65aedecc71
|
no_churn
| 0.074217 | 0 |
no_churn
| -0.05307 | -0.00297 | 0.033864 | 0.026061 | 0.002218 | -0.234365 | -0.014964 | -0.019134 |
Female
| 63 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,898,400 |
56 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e7205bb-7344-44e8-943b-2edaa7e53f5e
|
no_churn
| 0.031138 | 0 |
no_churn
| 0.005458 | -0.003294 | -0.048278 | -0.0624 | 0.06239 | 0.036957 | -0.03511 | -0.044749 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
3bdf978e-8071-42da-ad55-c7f9c491fd51
|
churn
| 0.736734 | 1 |
churn
| 0.189493 | -0.002501 | 0.038339 | 0.07601 | 0.101403 | 0.161817 | 0.091316 | 0.075097 |
Female
| 42 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,898,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
af75f599-74f7-43a1-b884-d13f06850adf
|
no_churn
| 0.004495 | 0 |
no_churn
| -0.061977 | -0.003512 | -0.012638 | -0.020423 | -0.015405 | -0.130857 | -0.010778 | -0.013436 |
Male
| 67 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,898,400 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
01d301d8-1301-477d-bcd8-ab205a0150e5
|
no_churn
| 0.468198 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Male
| 63 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
33 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0c4757a8-84cb-4442-8f24-9148ac5af426
|
no_churn
| 0.116864 | 0 |
no_churn
| -0.091 | -0.007845 | -0.023771 | -0.100623 | -0.016991 | 0.032477 | -0.031875 | -0.023398 |
Female
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
53 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
e054567f-e5f7-4e23-873d-e70f10256a96
|
no_churn
| 0.117792 | 0 |
no_churn
| -0.100045 | -0.007292 | 0.014684 | -0.100693 | -0.103864 | 0.036252 | 0.018934 | 0.033 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
38 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
be163082-ea34-4f2f-9f86-41cd4b28f309
|
no_churn
| 0.135803 | 0 |
no_churn
| -0.072847 | -0.010394 | 0.014339 | -0.107917 | 0.013846 | 0.056659 | -0.036433 | -0.067567 |
Male
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
29 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a68b0b84-a826-4379-89fa-de0de7b25913
|
no_churn
| 0.025792 | 0 |
no_churn
| -0.059707 | -0.004494 | -0.017796 | -0.041809 | -0.023762 | -0.078383 | -0.019874 | -0.023202 |
Male
| 36 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,898,400 |
33 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
37716329-8102-429a-a3b4-72f0a84efb65
|
churn
| 0.456244 | 1 |
churn
| 0.062688 | -0.001059 | 0.104769 | 0.189686 | 0.129826 | 0.12189 | 0.013166 | 0.024568 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
9084371c-605a-4db8-a9b1-4e43c7008758
|
churn
| 0.527287 | 1 |
churn
| 0.217899 | 0.015269 | 0.00687 | 0.040811 | 0.060686 | 0.161492 | 0.104044 | 0.059486 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
50 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
4733c889-e5e0-429d-b947-f408f7c07ccd
|
no_churn
| 0.221443 | 0 |
no_churn
| 0.034293 | -0.005483 | 0.092563 | 0.138776 | 0.083315 | -0.028418 | 0.150322 | 0.085606 |
Male
| 22 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
7945386b-96e0-4171-a304-f5ff171082c7
|
no_churn
| 0.057223 | 0 |
no_churn
| -0.270389 | -0.003691 | 0.033851 | -0.071571 | 0.013133 | 0.043695 | -0.001183 | -0.012872 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5203d6e-1754-4fdb-84c1-8ce43557b8a6
|
churn
| 0.687914 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Male
| 22 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
eeb31798-c165-44e2-bd02-d46a17ea22b5
|
no_churn
| 0.374714 | 0 |
no_churn
| -0.190763 | -0.004446 | 0.049193 | 0.031427 | 0.034646 | 0.076211 | 0.044037 | 0.015549 |
Female
| 55 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c00402b1-604a-42c1-8013-fd9c784341dd
|
no_churn
| 0.584084 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Male
| 50 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84a16dad-eea6-4654-bb06-4f1cb155b9f6
|
no_churn
| 0.468198 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Female
| 66 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,898,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
03140f7c-cb62-455d-b0ca-d869482a809e
|
no_churn
| 0.210408 | 0 |
no_churn
| -0.071302 | -0.004321 | 0.047515 | 0.101255 | -0.158132 | 0.060534 | -0.02033 | -0.010759 |
Male
| 31 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,898,400 |
40 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f156c880-f3be-4495-92e4-ff0f99d70680
|
no_churn
| 0.009189 | 0 |
no_churn
| -0.089668 | -0.017468 | -0.004463 | -0.029158 | -0.088195 | 0.038021 | -0.04665 | -0.028945 |
Male
| 41 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,898,400 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
058e4bc1-4b01-43ae-b571-8589e74ee589
|
churn
| 0.525979 | 1 |
churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 38 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,898,400 |
46 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8c819eb4-cc28-4f75-8743-3cd9ea31c14b
|
no_churn
| 0.145867 | 0 |
no_churn
| -0.214908 | -0.003644 | 0.043656 | 0.019836 | 0.005681 | 0.061382 | -0.03211 | -0.013606 |
Female
| 62 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
4c8e9ef5-3a85-491b-bf90-82373347ac85
|
no_churn
| 0.594083 | 0 |
no_churn
| 0.071063 | -0.002448 | 0.075384 | 0.044057 | 0.049789 | 0.142974 | 0.118072 | 0.082992 |
Female
| 77 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,898,400 |
25 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33134bdc-5605-4c2f-8fcf-7f8f4924a809
|
no_churn
| 0.069159 | 0 |
no_churn
| 0.01314 | 0.091043 | 0.027891 | -0.121326 | 0.020919 | 0.074975 | -0.035639 | -0.043696 |
Male
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
8 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
743803aa-2e56-425e-86a4-81f0d254009a
|
no_churn
| 0.732914 | 0 |
no_churn
| 0.145752 | -0.002237 | 0.0179 | -0.022266 | 0.109668 | 0.149395 | 0.166963 | 0.132464 |
Male
| 48 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
24 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
558ac5a2-0079-470a-9c24-06e1d179db36
|
churn
| 0.344212 | 1 |
churn
| -0.039573 | 0.01923 | -0.048197 | -0.036757 | 0.038734 | 0.084796 | 0.027027 | 0.055381 |
Male
| 65 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
24826933-0147-4e48-9ed6-1606313f766e
|
no_churn
| 0.251398 | 0 |
no_churn
| -0.159136 | -0.001618 | 0.041724 | -0.026942 | -0.061364 | -0.17442 | 0.057427 | 0.065304 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,898,400 |
2 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e652e22-22f3-4a26-a446-022ab65772c2
|
churn
| 0.667348 | 1 |
churn
| 0.266097 | -0.00606 | -0.03215 | 0.106095 | -0.029405 | 0.116026 | -0.017565 | -0.0257 |
Female
| 75 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
26 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
4d2b545c-c705-4e22-9ab3-d41cbe0c3fe2
|
no_churn
| 0.095227 | 0 |
no_churn
| -0.104537 | -0.004339 | -0.038849 | -0.031059 | -0.063461 | -0.073696 | 0.013959 | 0.032958 |
Female
| 49 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
14 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
29c34302-3e67-49a9-bb3f-da95b4c6d517
|
no_churn
| 0.043987 | 0 |
no_churn
| -0.033399 | -0.006334 | -0.031002 | -0.033667 | -0.026433 | -0.073254 | -0.02654 | -0.038397 |
Female
| 54 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
22 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9140dc6b-2da7-4d30-b26b-0539b1ead7b0
|
churn
| 0.465704 | 1 |
churn
| 0.055491 | -0.001891 | 0.110857 | 0.135425 | -0.009467 | 0.104919 | -0.012192 | 0.003285 |
Female
| 32 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bf759676-6dba-4e02-ba97-4ebeb61b1f4f
|
no_churn
| 0.123122 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Male
| 20 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,898,400 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
ca48c227-d311-4e2d-9647-68144db3e47f
|
no_churn
| 0.040674 | 0 |
no_churn
| -0.095873 | -0.001997 | 0.00482 | -0.026696 | 0.016247 | -0.24385 | 0.042536 | 0.051785 |
Male
| 28 |
Yes
|
No
|
Disabled
|
Suburban
|
College
| 1,672,898,400 |
50 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43f23d1f-bc58-4e99-a2e9-5f61a456e519
|
churn
| 0.340662 | 1 |
churn
| 0.072835 | 0.000405 | 0.088634 | 0.110778 | 0.116363 | 0.142153 | 0.000232 | 0.015236 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
04c3e845-8df8-455c-ac0d-8735f26fecc3
|
no_churn
| 0.235822 | 0 |
no_churn
| -0.010479 | -0.01463 | -0.036983 | -0.080064 | -0.139622 | 0.042872 | -0.001963 | 0.011843 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
20 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c13af3f9-34da-45e8-8909-c42cfa2b7bc0
|
no_churn
| 0.015288 | 0 |
no_churn
| -0.144515 | 0.0402 | 0.002202 | -0.049899 | 0.021722 | 0.056805 | -0.054961 | -0.06058 |
Female
| 50 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35b5497e-98f6-42fb-a8d5-7854b6752fa3
|
churn
| 0.425215 | 1 |
churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Male
| 34 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,898,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
afbd065f-c988-4207-99a3-4d110585baeb
|
no_churn
| 0.006851 | 0 |
no_churn
| -0.080087 | -0.003033 | -0.015305 | -0.01142 | -0.034613 | -0.175198 | 0.027007 | 0.023623 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef69a984-9327-4236-94da-685488e34155
|
churn
| 0.609438 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Male
| 40 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,898,400 |
29 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
228a40da-4735-4df5-b3d5-f50dff66d993
|
no_churn
| 0.025792 | 0 |
no_churn
| -0.092154 | -0.008883 | -0.02154 | -0.093824 | -0.0288 | 0.034923 | -0.034892 | -0.023855 |
Female
| 62 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,898,400 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9db63f38-8151-4b8f-837e-788b33b48347
|
churn
| 0.162102 | 1 |
churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a4dbceaf-6fab-4865-956d-cc83ee62ddda
|
no_churn
| 0.540717 | 0 |
no_churn
| -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 |
Female
| 49 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,898,400 |
43 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c081825a-4258-4deb-b5f4-7bf4af4956c4
|
churn
| 0.636542 | 1 |
churn
| 0.041956 | -0.00195 | 0.114813 | 0.136427 | 0.051657 | 0.133383 | 0.06654 | 0.081147 |
Female
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
2 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2a5bfb53-3796-42fe-9023-05e0cc6fda6c
|
churn
| 0.667348 | 1 |
churn
| 0.266097 | -0.00606 | -0.03215 | 0.106095 | -0.029405 | 0.116026 | -0.017565 | -0.0257 |
Female
| 57 |
No
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,898,400 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
df63e9c3-99fd-4b11-96f7-dadcff734b8a
|
no_churn
| 0.129326 | 0 |
no_churn
| 0.073571 | -0.007087 | 0.012227 | 0.066394 | -0.037283 | 0.121677 | 0.134865 | 0.00661 |
Male
| 75 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
26 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
a2048d4b-ac06-4d33-9a3e-4752c7818c66
|
no_churn
| 0.459123 | 0 |
no_churn
| -0.186852 | -0.007606 | -0.064108 | 0.045505 | -0.064809 | 0.034388 | 0.006569 | 0.027886 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
28 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1d6402db-8a3d-47af-bc28-8451a295dad2
|
no_churn
| 0.069434 | 0 |
no_churn
| -0.117354 | -0.01075 | -0.032236 | -0.061672 | 0.018307 | 0.036688 | -0.050786 | -0.04789 |
Male
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
13 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
8c2dd260-fb6b-4515-9764-ed95ff220c45
|
no_churn
| 0.186797 | 0 |
no_churn
| 0.11764 | -0.0077 | -0.028502 | 0.018864 | 0.156313 | 0.124353 | 0.1295 | 0.130506 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
13 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
68456b5d-0ab9-4c5c-ba87-1113e26dc3f5
|
no_churn
| 0.186797 | 0 |
no_churn
| 0.11764 | -0.0077 | -0.028502 | 0.018864 | 0.156313 | 0.124353 | 0.1295 | 0.130506 |
Female
| 58 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2486f42c-8f78-4c1b-aebe-4284cc4a0f2b
|
churn
| 0.376232 | 1 |
churn
| -0.049581 | -0.009321 | -0.017576 | -0.097073 | -0.037958 | 0.046631 | -0.052693 | -0.039585 |
Male
| 77 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30878962-8c1c-4ead-99ff-e31a185d4bb4
|
churn
| 0.514037 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
31 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
25911e84-a79d-432c-b006-5ad07268fc33
|
churn
| 0.551295 | 1 |
churn
| -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 |
Female
| 57 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f29f93dc-4755-481a-88bf-1e456d459b16
|
churn
| 0.687914 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Male
| 59 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
8be02037-7cac-47e1-af22-38cf19e0c173
|
churn
| 0.138057 | 0 |
no_churn
| -0.198117 | -0.0067 | 0.012065 | 0.042414 | -0.065217 | 0.005189 | 0.011969 | 0.03937 |
Male
| 74 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
6 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88685b59-e772-426a-9020-1e18738bb596
|
no_churn
| 0.27042 | 0 |
no_churn
| -0.027918 | 0.020665 | 0.016448 | -0.055528 | 0.037248 | 0.093532 | -0.036806 | -0.022047 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
1a5d587d-467c-4927-b828-bb9d87cc25ad
|
no_churn
| 0.422781 | 0 |
no_churn
| 0.218512 | -0.007112 | -0.015082 | -0.014567 | 0.093425 | 0.135641 | 0.061242 | 0.105581 |
Female
| 26 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,898,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d25c06b6-ea5f-4bd8-89cd-1c8f1106eb12
|
churn
| 0.744726 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 71 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f1242d5-5ee9-415c-8494-c68d0ae01d0e
|
no_churn
| 0.672023 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 56 |
No
|
No
|
Medical Leave
|
Urban
|
Master
| 1,672,898,400 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
66bbeb58-f02f-42eb-b708-72b4669d40da
|
no_churn
| 0.472048 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 35 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e802e09-a773-42d2-8caa-59393525d417
|
no_churn
| 0.004495 | 0 |
no_churn
| -0.057106 | -0.003686 | 0.001673 | -0.029094 | 0.00212 | 0.056373 | -0.016513 | -0.012795 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
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