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
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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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0.2
| 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
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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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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
121fb159-4953-4a48-93c9-62c721269c86
|
churn
| 0.462489 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c5ccb61-1eda-40f6-ad82-51e39da95315
|
no_churn
| 0.395351 | 0 |
no_churn
| 0.281117 | -0.006496 | -0.033893 | 0.085196 | -0.051211 | 0.111766 | -0.027273 | -0.016511 |
Male
| 79 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
71 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
d3d76f20-61ca-493b-a921-6a970ff81e70
|
no_churn
| 0.021659 | 0 |
no_churn
| -0.062923 | -0.003973 | -0.040803 | -0.013689 | -0.072118 | 0.048417 | -0.030965 | -0.042973 |
Male
| 59 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,673,330,400 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94d379b1-5dbe-48f9-b306-1eb9b58b35b2
|
no_churn
| 0.029816 | 0 |
no_churn
| -0.092087 | -0.006586 | -0.035433 | -0.035948 | -0.064115 | 0.032493 | -0.01918 | -0.02817 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
67 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
5376849b-4bac-4146-8941-cad67e2eec2d
|
churn
| 0.18897 | 1 |
churn
| 0.011727 | -0.000651 | 0.045206 | 0.086193 | 0.098356 | -0.040302 | 0.121807 | 0.088636 |
Male
| 22 |
No
|
No
|
Medical Leave
|
Rural
|
College
| 1,673,330,400 |
46 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
7f153eeb-ceba-4900-915c-dd092de0a378
|
no_churn
| 0.038046 | 0 |
no_churn
| -0.019796 | -0.001148 | -0.073062 | 0.022189 | 0.037699 | -0.018921 | -0.04021 | -0.025777 |
Female
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
35 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
083049b4-ddfe-4b71-8ecb-bcec609accdd
|
no_churn
| 0.397071 | 0 |
no_churn
| -0.22021 | -0.004077 | -0.032761 | 0.025408 | -0.022703 | 0.026732 | -0.021757 | -0.009658 |
Female
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
04c6db1f-4955-4779-8214-3932df92a965
|
churn
| 0.314164 | 1 |
churn
| 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
98e54cd6-051f-4a59-a696-2f799e346158
|
no_churn
| 0.024273 | 0 |
no_churn
| -0.135976 | -0.008356 | -0.033611 | -0.028064 | -0.031719 | 0.02866 | -0.036511 | -0.02345 |
Male
| 66 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,330,400 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
25c3ae09-ea60-458f-8891-69a612d2b665
|
churn
| 0.167342 | 1 |
churn
| -0.049581 | -0.009321 | -0.017576 | -0.097073 | -0.037958 | 0.046631 | -0.052693 | -0.039585 |
Female
| 32 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Doctor
| 1,673,330,400 |
29 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a6c5bdd-35d0-4cbc-b648-0a6dd592857c
|
no_churn
| 0.239056 | 0 |
no_churn
| -0.070244 | 0.054794 | 0.026894 | -0.07377 | -0.162415 | 0.063651 | -0.0125 | -0.015437 |
Male
| 55 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
17 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
e6d018b0-248e-481f-a01e-7a776c025944
|
no_churn
| 0.046512 | 0 |
no_churn
| 0.024539 | -0.003357 | -0.057985 | -0.022536 | -0.004069 | -0.132783 | -0.021018 | -0.02496 |
Female
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
29697eec-1df4-4029-84f6-4b0add18e0a6
|
no_churn
| 0.214821 | 0 |
no_churn
| -0.068565 | -0.002376 | 0.001378 | -0.078535 | -0.03392 | -0.093136 | 0.037679 | 0.035949 |
Male
| 38 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
7b55c9d2-7329-4cdc-b6b7-a342eae44119
|
churn
| 0.332473 | 1 |
churn
| -0.010479 | -0.01463 | -0.036983 | -0.080064 | -0.139622 | 0.042872 | -0.001963 | 0.011843 |
Female
| 63 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,673,330,400 |
50 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd6d5832-f29b-481e-a38f-33ec5a400f70
|
no_churn
| 0.049291 | 0 |
no_churn
| -0.109066 | -0.005058 | -0.050352 | 0.041335 | -0.11989 | 0.02882 | -0.022798 | -0.016018 |
Female
| 30 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,673,330,400 |
1 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8dfa30bb-1a80-472c-8a12-709cd3a57e16
|
no_churn
| 0.38989 | 0 |
no_churn
| 0.235366 | -0.005542 | 0.051534 | -0.092059 | -0.04485 | 0.122595 | -0.046801 | -0.057345 |
Female
| 76 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
50 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
898d304a-b631-4f5e-8e61-a7494c98142f
|
no_churn
| 0.021136 | 0 |
no_churn
| -0.05903 | -0.002779 | -0.004771 | -0.023355 | 0.013424 | -0.074692 | -0.042223 | -0.055599 |
Male
| 35 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
1 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
3c41bf3c-2831-4ad8-83f9-b58ccf7f1ef1
|
churn
| 0.93866 | 1 |
churn
| 0.260026 | -0.004489 | 0.010868 | -0.028575 | 0.059984 | 0.161195 | 0.090646 | 0.096891 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
71 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
52808994-9f53-4255-8f38-581ba02f5f18
|
no_churn
| 0.021659 | 0 |
no_churn
| -0.09562 | -0.003653 | -0.013572 | -0.033042 | -0.063587 | -0.073732 | 0.004937 | 0.019242 |
Female
| 51 |
Yes
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,673,330,400 |
44 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aff138e5-7442-4c32-86f7-50cc2c77ca65
|
no_churn
| 0.148946 | 0 |
no_churn
| -0.100054 | -0.018471 | 0.010347 | -0.071964 | -0.01274 | 0.039203 | -0.021137 | -0.02921 |
Female
| 73 |
No
|
Yes
|
Medical Leave
|
Rural
|
College
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
808b5f7e-f4ae-46d4-a858-dcb72192af93
|
churn
| 0.569588 | 1 |
churn
| -0.052815 | -0.008048 | 0.077571 | 0.104987 | 0.034365 | 0.113401 | -0.02053 | -0.015885 |
Male
| 39 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
63 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f883e9d7-82bd-466c-a01f-5d4936823aa8
|
no_churn
| 0.06422 | 0 |
no_churn
| -0.058278 | -0.00168 | 0.016061 | 0.087365 | 0.123844 | 0.087836 | 0.077916 | 0.08791 |
Male
| 53 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,330,400 |
25 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ba1a6843-1e22-42d3-b725-2535304711b7
|
churn
| 0.289953 | 1 |
churn
| -0.02881 | -0.004297 | -0.085679 | -0.072584 | 0.067929 | 0.048307 | 0.126856 | 0.089966 |
Male
| 76 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
302663df-3b36-4e97-b000-50fe387032be
|
churn
| 0.569588 | 1 |
churn
| -0.052815 | -0.008048 | 0.077571 | 0.104987 | 0.034365 | 0.113401 | -0.02053 | -0.015885 |
Male
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
31 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
07464c9d-0b01-4e8f-90a8-c4c406ea976c
|
no_churn
| 0.338978 | 0 |
no_churn
| -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
13 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
645773b4-3ec3-483f-ae73-e3576bb79f3c
|
churn
| 0.725746 | 1 |
churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Female
| 53 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8be04657-4749-4695-9b1b-b3946bb0226d
|
churn
| 0.567303 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 42 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
72c5f40a-3949-43ae-abe2-0a6ff9d4774f
|
no_churn
| 0.097652 | 0 |
no_churn
| 0.094036 | 0.004312 | -0.028194 | 0.085037 | 0.060522 | 0.138283 | 0.181161 | 0.085816 |
Male
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
01ed5e30-8ea8-4123-a9be-76f1b9274662
|
no_churn
| 0.032732 | 0 |
no_churn
| -0.123266 | -0.002095 | -0.026585 | -0.040278 | -0.049599 | -0.068483 | -0.001192 | 0.042473 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
65 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7b860303-108e-438b-a76a-78ed72488dad
|
no_churn
| 0.246953 | 1 |
churn
| -0.153332 | -0.003762 | 0.018034 | 0.047127 | 0.085219 | 0.084269 | 0.015371 | 0.046853 |
Male
| 57 |
No
|
Yes
|
Employed
|
Rural
|
Doctor
| 1,673,330,400 |
44 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
9437fbec-d1a2-437a-b5e8-fe9328f1eb48
|
no_churn
| 0.310025 | 0 |
no_churn
| -0.195704 | -0.006199 | -0.091709 | -0.008241 | -0.005789 | 0.040497 | 0.015979 | 0.04814 |
Male
| 61 |
No
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,673,330,400 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f0906729-c672-4beb-92f7-6dac19f29a83
|
churn
| 0.817794 | 1 |
churn
| 0.143447 | -0.002267 | 0.131871 | 0.080633 | 0.122465 | 0.119629 | 0.060961 | 0.069235 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
122e2836-3b41-4cbd-871d-aac42a3a465d
|
churn
| 0.577125 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 78 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f7b3193c-34e3-4b56-a402-59d0d11d11a8
|
no_churn
| 0.680685 | 0 |
no_churn
| 0.272153 | -0.000102 | -0.026664 | 0.104267 | 0.08758 | 0.136905 | 0.06191 | 0.073092 |
Female
| 48 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,330,400 |
19 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
065ebf14-0047-4f8c-81a7-10ec2448b442
|
no_churn
| 0.479141 | 0 |
no_churn
| -0.007359 | -0.005729 | -0.029583 | -0.084767 | -0.015601 | 0.069484 | -0.000254 | 0.083354 |
Female
| 40 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8ae41305-dd07-4ab9-b2a0-d738ee80e823
|
churn
| 0.437481 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1a35ab1d-52f2-4034-b553-36ee8adcaad8
|
no_churn
| 0.083047 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Male
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
1 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
90c9e182-14f2-4833-919b-053e047253f0
|
no_churn
| 0.38989 | 0 |
no_churn
| 0.235366 | -0.005542 | 0.051534 | -0.092059 | -0.04485 | 0.122595 | -0.046801 | -0.057345 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
e8551af0-3872-47c3-b174-e22545d0bd32
|
no_churn
| 0.097652 | 0 |
no_churn
| -0.049324 | -0.006831 | -0.020331 | -0.066932 | -0.023563 | -0.164966 | 0.023836 | 0.039084 |
Male
| 64 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
11 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
6d93f8ee-0351-45d4-91ff-b6079d8410ce
|
churn
| 0.759255 | 1 |
churn
| 0.177917 | -0.002621 | 0.048159 | -0.00345 | 0.141314 | 0.160728 | 0.144584 | 0.064343 |
Female
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
14 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f1ac310-3573-4a13-b252-480ac2dfca40
|
no_churn
| 0.216317 | 0 |
no_churn
| -0.052463 | -0.009082 | 0.023937 | -0.138028 | -0.036725 | 0.034561 | -0.038121 | -0.038437 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6ab90a7c-1d85-422a-993b-98669134b764
|
no_churn
| 0.761905 | 0 |
no_churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Female
| 31 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bf1f82d3-0e4f-4ed0-bad9-6f31b1e6be1f
|
no_churn
| 0.004154 | 0 |
no_churn
| -0.10492 | -0.004708 | -0.052885 | -0.04342 | -0.029613 | 0.034541 | -0.018638 | -0.049383 |
Female
| 34 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
57 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ba784846-6520-4c5f-bc38-4810018ab2c7
|
churn
| 0.281672 | 1 |
churn
| -0.156618 | -0.004104 | -0.062597 | 0.000025 | 0.067855 | 0.040881 | -0.023529 | 0.013505 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
2182fe4e-25bd-4c46-a09f-ff366aa85862
|
no_churn
| 0.168906 | 0 |
no_churn
| -0.299396 | -0.00377 | 0.018267 | -0.078698 | 0.001564 | 0.034031 | 0.02665 | 0.032326 |
Female
| 50 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
21 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5f40d9c5-abe8-4836-b14f-44db0ec628e4
|
no_churn
| 0.421937 | 0 |
no_churn
| -0.004141 | -0.00256 | -0.007087 | 0.122983 | 0.060045 | 0.096059 | -0.01971 | -0.022515 |
Female
| 39 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,673,330,400 |
53 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
454509dc-84ee-45e5-809c-0db437332aa0
|
no_churn
| 0.190511 | 1 |
churn
| -0.089748 | -0.011071 | -0.019102 | -0.054935 | 0.027385 | -0.098109 | 0.010515 | 0.045205 |
Male
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
dbb78203-b032-48f2-9ddc-fbff31c26800
|
no_churn
| 0.564727 | 0 |
no_churn
| 0.212419 | -0.002908 | -0.014876 | 0.135277 | 0.049925 | 0.14197 | 0.123748 | 0.075418 |
Male
| 73 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d7236ef4-1e9f-4790-aa31-0109a7620493
|
churn
| 0.310345 | 1 |
churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Female
| 43 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
65 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
05a6d6ae-fbd2-4b78-9bdb-55e8b1f9624f
|
no_churn
| 0.014233 | 0 |
no_churn
| -0.078953 | -0.001202 | -0.019366 | 0.005361 | 0.033552 | -0.17565 | 0.028934 | 0.056298 |
Male
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5f67d22-52d4-458d-bf1a-c8160d0728f8
|
churn
| 0.167342 | 1 |
churn
| -0.049581 | -0.009321 | -0.017576 | -0.097073 | -0.037958 | 0.046631 | -0.052693 | -0.039585 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e4aad7b-14cb-4952-901f-c0a54ca3bbe5
|
no_churn
| 0.448617 | 0 |
no_churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Female
| 64 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,673,330,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
88f9aac8-cfc7-44e2-a76b-9846294db4ef
|
no_churn
| 0.168906 | 0 |
no_churn
| -0.200157 | -0.001953 | 0.02321 | -0.075506 | 0.012873 | -0.060122 | 0.038437 | 0.046191 |
Female
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
40 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
df56d141-2dc3-4b5c-acc5-8409e7dfef28
|
no_churn
| 0.142212 | 0 |
no_churn
| -0.099146 | -0.018701 | -0.04287 | -0.059807 | -0.04603 | -0.003037 | -0.017494 | 0.028057 |
Male
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
68 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
653149d7-9eec-4bf3-8278-39fdb39f063f
|
no_churn
| 0.009152 | 0 |
no_churn
| -0.069781 | -0.003549 | -0.000196 | -0.022955 | -0.000584 | -0.114779 | -0.022081 | -0.035102 |
Female
| 60 |
Yes
|
No
|
Unemployed
|
Urban
|
Master
| 1,673,330,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5cddebac-03bd-45f4-a0d3-8ae67336b8a2
|
churn
| 0.512821 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 51 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5b2ed311-69b8-4d53-ba5d-e009c056b069
|
churn
| 0.873898 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 28 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
9 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
00274330-df7d-4d88-a0b6-362b6da80a22
|
no_churn
| 0.166522 | 0 |
no_churn
| 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 |
Female
| 79 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,330,400 |
29 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
f47f140e-b7d5-45e5-8a41-62b3d9d3c9e0
|
no_churn
| 0.110159 | 0 |
no_churn
| -0.033876 | -0.000827 | -0.023233 | -0.008304 | 0.072963 | -0.179349 | 0.062864 | 0.073652 |
Female
| 31 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
08ceecf8-2fd6-43c1-9893-f114691c3135
|
no_churn
| 0.02072 | 0 |
no_churn
| -0.081749 | -0.003652 | 0.003658 | -0.066664 | -0.039266 | -0.126838 | 0.017731 | 0.027753 |
Male
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e7975bd5-486a-4a91-ab6a-fbf86d413a68
|
churn
| 0.577125 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 30 |
No
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,673,330,400 |
23 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
0d59049f-4bf2-47f7-bd74-f4de8aa9f3d6
|
churn
| 0.4762 | 1 |
churn
| -0.206682 | -0.006795 | -0.038826 | -0.063028 | 0.041434 | 0.027453 | 0.006501 | 0.040918 |
Female
| 67 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
6 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df6cff9e-686d-4af4-8fcd-dc7e927c1317
|
no_churn
| 0.202775 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Male
| 38 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
3 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d3acfe15-43c5-415b-8980-9e4fa85130b8
|
no_churn
| 0.418437 | 0 |
no_churn
| 0.083922 | 0.051303 | 0.037569 | -0.01831 | 0.004206 | 0.122158 | 0.056239 | 0.015588 |
Male
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
290df9b0-7df4-4806-afac-f3117a41bb1d
|
no_churn
| 0.083047 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Male
| 23 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
809873f6-642f-4b94-bee7-6821ea494b73
|
no_churn
| 0.577111 | 0 |
no_churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Male
| 26 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
14 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41ed7f5c-a201-40d6-9e35-8af5062ccbe9
|
no_churn
| 0.216317 | 0 |
no_churn
| -0.052463 | -0.009082 | 0.023937 | -0.138028 | -0.036725 | 0.034561 | -0.038121 | -0.038437 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
54 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
12370da5-2c19-4348-a94e-b50b2a0367c3
|
churn
| 0.013148 | 0 |
no_churn
| -0.040452 | -0.004001 | -0.016466 | -0.00887 | 0.022753 | -0.14019 | -0.026522 | -0.055277 |
Female
| 36 |
No
|
No
|
Employed
|
Urban
|
Doctor
| 1,673,330,400 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c433e32e-2fd9-47b9-9bfa-9511c0c9686e
|
churn
| 0.453693 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 40 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,330,400 |
2 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c59c0c12-82d7-4b92-b984-00bc48487131
|
churn
| 0.856956 | 1 |
churn
| 0.171617 | -0.003272 | 0.044011 | -0.001154 | 0.046573 | 0.128604 | 0.063081 | 0.081513 |
Male
| 51 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,330,400 |
50 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc00807b-5b8d-494f-9e4b-16b8f1e20bdb
|
no_churn
| 0.021136 | 0 |
no_churn
| -0.076085 | -0.003954 | -0.01917 | -0.10921 | 0.027306 | 0.03777 | -0.032461 | -0.03989 |
Male
| 34 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,673,330,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
01cd9d4f-908c-4d84-88d2-dcf5bfa5f879
|
churn
| 0.299521 | 1 |
churn
| -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 |
Male
| 62 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
20 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6679ff7a-27da-4665-a1c4-30d0699e9ba9
|
no_churn
| 0.225046 | 0 |
no_churn
| 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 |
Male
| 52 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
29 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
de807471-fb69-4444-8fa1-6fd8b9943f23
|
no_churn
| 0.110159 | 0 |
no_churn
| 0.046412 | 0.000058 | 0.041656 | 0.047089 | 0.155703 | 0.125197 | 0.114248 | 0.13061 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
870d2097-eabc-4af1-acf5-59e4544deae2
|
churn
| 0.780569 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
3 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
913c3d9d-8fa1-4e73-8e28-db10f32981eb
|
no_churn
| 0.418437 | 0 |
no_churn
| 0.083922 | 0.051303 | 0.037569 | -0.01831 | 0.004206 | 0.122158 | 0.056239 | 0.015588 |
Female
| 58 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,330,400 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
16e1b24d-b35c-40a4-a6bb-d8b78d134211
|
churn
| 0.453693 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 23 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
70 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
175162e8-ff09-4b58-a4df-21e455f6c72f
|
no_churn
| 0.021132 | 0 |
no_churn
| -0.161384 | -0.004156 | 0.00981 | -0.008379 | -0.034652 | 0.047008 | -0.026088 | 0.063815 |
Male
| 65 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,330,400 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
14acf389-c3e1-4a50-9124-32b6cd92aaa4
|
churn
| 0.817794 | 1 |
churn
| 0.143447 | -0.002267 | 0.131871 | 0.080633 | 0.122465 | 0.119629 | 0.060961 | 0.069235 |
Male
| 74 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
911fcb9c-58a1-4077-898a-0efa04b1e62a
|
churn
| 0.736734 | 0 |
no_churn
| 0.063445 | -0.002287 | -0.021486 | -0.134733 | 0.048792 | 0.123842 | 0.103273 | 0.119115 |
Male
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ce3e541f-297d-4f3a-a064-f459c814b4f1
|
no_churn
| 0.60949 | 0 |
no_churn
| 0.086209 | -0.002091 | 0.039556 | 0.129146 | 0.116242 | 0.152587 | 0.124078 | 0.059581 |
Female
| 52 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bfe60ac8-bcb7-4cc9-b4f7-7b07b2894664
|
churn
| 0.421174 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 73 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,673,330,400 |
54 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
90ed9247-43d4-4f38-89a5-cab9dd991a6d
|
no_churn
| 0.019961 | 0 |
no_churn
| -0.103348 | -0.004463 | 0.02709 | -0.162962 | 0.030663 | 0.036747 | -0.025655 | -0.028432 |
Female
| 37 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,330,400 |
28 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9c7541ea-5531-4cc7-bb7d-bb590477226d
|
no_churn
| 0.042102 | 0 |
no_churn
| -0.106658 | -0.008767 | -0.022794 | -0.076681 | -0.027523 | 0.032288 | -0.036486 | -0.022406 |
Female
| 71 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,673,330,400 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c4e93c02-d362-4309-94da-b14dcda05340
|
churn
| 0.262534 | 1 |
churn
| 0.042582 | -0.003581 | 0.053831 | 0.041776 | 0.128222 | 0.102077 | 0.161877 | 0.05919 |
Male
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
70 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
51402172-b8f0-40e1-add8-c38e1f40a782
|
no_churn
| 0.022105 | 0 |
no_churn
| -0.075667 | -0.004397 | -0.022663 | -0.017389 | 0.000103 | -0.098716 | -0.020808 | -0.02949 |
Male
| 50 |
No
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,673,330,400 |
7 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0f34fdd7-6485-4490-b0c4-2d96240e1bc7
|
no_churn
| 0.211053 | 0 |
no_churn
| -0.089431 | 0.026451 | 0.015172 | -0.094989 | 0.033558 | 0.069854 | -0.043586 | -0.056056 |
Female
| 24 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,673,330,400 |
63 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
570317ed-3d04-45f9-a80a-a625e9afb1ec
|
no_churn
| 0.015836 | 0 |
no_churn
| -0.082126 | -0.006687 | -0.029123 | -0.043569 | -0.070693 | 0.036204 | -0.016282 | -0.00925 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d719fb62-93ab-4e9b-9488-8a16ce5c1afc
|
no_churn
| 0.640295 | 0 |
no_churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 26 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
29 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
15bbcd8a-b27e-441d-b09e-bc62687f8364
|
no_churn
| 0.239056 | 0 |
no_churn
| -0.070244 | 0.054794 | 0.026894 | -0.07377 | -0.162415 | 0.063651 | -0.0125 | -0.015437 |
Male
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
31 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c73b1fe0-dfac-4ad0-8ddb-7656fa04cf76
|
no_churn
| 0.10534 | 0 |
no_churn
| -0.084365 | -0.004015 | -0.090761 | 0.039516 | 0.037454 | 0.063519 | -0.037063 | 0.022498 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
54 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
355b0f40-ba49-4b94-8a3d-309f4178d57d
|
churn
| 0.013148 | 0 |
no_churn
| -0.040452 | -0.004001 | -0.016466 | -0.00887 | 0.022753 | -0.14019 | -0.026522 | -0.055277 |
Male
| 68 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,330,400 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b46f480b-a876-4438-8de3-5ea32a73b744
|
churn
| 0.715027 | 1 |
churn
| 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 |
Female
| 37 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e35bbef-1de7-406a-a588-76548dbff403
|
no_churn
| 0.402793 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
6a5d1c1d-b60f-48ae-bba7-597aa6dc1d56
|
churn
| 0.299521 | 1 |
churn
| -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 |
Female
| 71 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,673,330,400 |
68 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
afb0b9f7-e487-4bb8-994f-8129a5d3673b
|
no_churn
| 0.009152 | 0 |
no_churn
| -0.128271 | -0.004041 | -0.005801 | -0.059149 | 0.009853 | 0.040836 | -0.03149 | -0.070964 |
Male
| 71 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,673,330,400 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1f957e18-f9b9-4db7-bea8-30180a0eff9f
|
no_churn
| 0.029816 | 0 |
no_churn
| -0.092087 | -0.006586 | -0.035433 | -0.035948 | -0.064115 | 0.032493 | -0.01918 | -0.02817 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
68 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
017c420f-eca2-4666-b38b-022b76d58021
|
no_churn
| 0.009152 | 0 |
no_churn
| -0.069781 | -0.003549 | -0.000196 | -0.022955 | -0.000584 | -0.114779 | -0.022081 | -0.035102 |
Female
| 78 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b37068e-b5a7-42e9-b397-6e6b0f0c5682
|
churn
| 0.40684 | 1 |
churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
9 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
15925a55-ef31-44dd-af0a-3cf36c1893d5
|
no_churn
| 0.166522 | 0 |
no_churn
| 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
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