Tenure
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72
| PhoneService
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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
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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
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| shap/SupportEligibility
float64 -0.22
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| shap/Contract
float64 -0.28
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| shap/MonthlyStreamingTime
float64 -0.18
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| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
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80
| Dependents
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad5187d6-1f2b-4cf9-ad49-0a7b703f0a4c
|
no_churn
| 0.403251 | 0 |
no_churn
| -0.014631 | -0.003368 | 0.02426 | 0.153154 | 0.064041 | 0.033094 | -0.010592 | -0.024224 |
Male
| 55 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
50 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c783569b-bc81-4de3-a5cb-bada4d73818b
|
no_churn
| 0.234037 | 0 |
no_churn
| -0.009001 | -0.001647 | 0.114027 | 0.027692 | 0.041914 | 0.117734 | 0.058483 | 0.002083 |
Male
| 75 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,639,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a4db2758-9b63-4f74-8d52-b71c0d65f6e7
|
no_churn
| 0.774294 | 0 |
no_churn
| 0.189805 | -0.000809 | 0.03177 | 0.078657 | 0.145199 | 0.12189 | 0.096839 | 0.067623 |
Female
| 50 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,639,200 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
776410af-afc1-434d-8124-42b0fcb30d59
|
churn
| 0.33245 | 1 |
churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a1af67a4-504e-4236-917f-8790f9e7f5f1
|
churn
| 0.807605 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 74 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,639,200 |
21 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
67cee3e0-8a20-4530-96f0-828dd644a484
|
churn
| 0.633134 | 1 |
churn
| 0.067639 | -0.003121 | 0.017558 | 0.039617 | 0.084392 | 0.130504 | 0.221305 | 0.124747 |
Male
| 55 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,639,200 |
51 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
07d3a8fa-f53e-4139-bcfe-78f11acce87c
|
no_churn
| 0.02503 | 0 |
no_churn
| -0.060873 | -0.008649 | -0.038656 | -0.02477 | 0.013566 | -0.088913 | -0.024282 | -0.036449 |
Female
| 29 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,639,200 |
12 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8b9c6192-bd7f-4668-acd0-c0dcbb353d6b
|
churn
| 0.225819 | 1 |
churn
| 0.064203 | -0.003324 | 0.000602 | -0.040239 | -0.088439 | 0.072692 | -0.034183 | -0.054836 |
Female
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
72 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
048094bc-3479-4cce-8d3e-4b7317b5f390
|
no_churn
| 0.014941 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Female
| 53 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,639,200 |
10 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5b3321e-fcac-4261-a59e-5a8aa33123d7
|
no_churn
| 0.050235 | 0 |
no_churn
| -0.009757 | 0.070323 | 0.009663 | -0.009008 | -0.110085 | 0.039898 | -0.029799 | -0.030261 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
57 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d496edec-84f1-426a-b3cb-c73310fd1d3b
|
churn
| 0.338067 | 1 |
churn
| -0.116052 | 0.006042 | 0.019067 | -0.115019 | -0.032358 | 0.040132 | -0.033241 | -0.037597 |
Female
| 63 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,639,200 |
47 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cfbd23ec-85a7-476c-83ec-f9a4a81c00c6
|
no_churn
| 0.016468 | 0 |
no_churn
| -0.069252 | -0.006043 | -0.028942 | -0.110225 | 0.014957 | 0.035832 | -0.042314 | -0.046372 |
Female
| 40 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,639,200 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
05309736-f2aa-462c-a120-1bf3ef37f354
|
churn
| 0.642673 | 1 |
churn
| -0.139934 | -0.002264 | -0.017416 | 0.01675 | -0.025458 | 0.068113 | -0.064328 | 0.035512 |
Male
| 65 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,639,200 |
53 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
9fbdef72-9674-45b6-b5f9-e8f11cfb4489
|
churn
| 0.307806 | 1 |
churn
| -0.093022 | -0.002633 | 0.01463 | -0.005689 | 0.08733 | 0.071187 | -0.001084 | 0.085255 |
Male
| 37 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,639,200 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
70c0360d-4be8-4923-9eeb-13147bfac523
|
churn
| 0.539137 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 29 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,639,200 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
89d6ca59-45b4-4c42-b109-ffe0052fa0fd
|
churn
| 0.922551 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e8e9112-a906-444f-abbf-43a3e2b5c137
|
churn
| 0.33245 | 1 |
churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Female
| 43 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,639,200 |
31 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
079b5612-1092-4e32-88f0-99350e8ff115
|
no_churn
| 0.169274 | 0 |
no_churn
| -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 |
Female
| 77 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
1cd2e666-28d5-4dee-bea9-714843d68bcf
|
churn
| 0.668602 | 1 |
churn
| 0.079341 | -0.002149 | -0.022573 | 0.009457 | 0.096633 | 0.116261 | 0.135409 | 0.126428 |
Male
| 53 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,639,200 |
24 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0217cf80-79fe-4f14-9966-d47a9c6fa052
|
no_churn
| 0.302077 | 0 |
no_churn
| -0.180149 | -0.010301 | -0.103829 | 0.040856 | 0.001417 | 0.048999 | -0.040693 | -0.025325 |
Female
| 42 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f64a8d42-bde3-406c-b046-dc289d430192
|
churn
| 0.881634 | 1 |
churn
| 0.33268 | -0.004458 | -0.016117 | -0.015244 | 0.06118 | 0.16609 | 0.11792 | 0.088923 |
Female
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
29 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d1368f9b-7311-4874-9fa2-d1d56cbb4ca3
|
churn
| 0.201286 | 1 |
churn
| -0.063107 | 0.028104 | 0.010186 | -0.203325 | 0.027423 | 0.061825 | -0.038807 | -0.051325 |
Female
| 55 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,639,200 |
8 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
bf1baccb-ca7a-437d-8a8d-7293355ac713
|
no_churn
| 0.266397 | 0 |
no_churn
| 0.160797 | -0.002507 | -0.039582 | -0.034576 | 0.145506 | 0.13217 | 0.157672 | 0.12416 |
Male
| 34 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,639,200 |
4 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2dece2ae-3b72-4fec-a1ee-fe058b78db09
|
churn
| 0.571554 | 1 |
churn
| 0.268147 | -0.002795 | 0.034496 | 0.238003 | -0.022793 | 0.130744 | -0.007273 | 0.016195 |
Female
| 51 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,639,200 |
59 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
dd3a1f39-f9e4-4905-a1a4-0ac6ef2d71fa
|
no_churn
| 0.101491 | 0 |
no_churn
| -0.119213 | -0.003481 | -0.0191 | -0.022176 | -0.061921 | -0.047528 | 0.013304 | 0.03109 |
Female
| 67 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,639,200 |
59 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc1589b7-c9aa-4f61-a25c-66ff99b986f8
|
churn
| 0.044634 | 1 |
churn
| -0.096751 | -0.005091 | -0.057844 | -0.014238 | 0.027307 | 0.047112 | -0.047062 | -0.052459 |
Female
| 40 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,639,200 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e50211d-dfb1-4a65-a809-06114db81da7
|
churn
| 0.398204 | 1 |
churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
55 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
28a13073-bdd8-4d85-8379-0215e10e26a2
|
no_churn
| 0.117795 | 0 |
no_churn
| -0.009838 | 0.000696 | 0.003193 | 0.049796 | 0.062752 | -0.051489 | 0.023835 | 0.082029 |
Male
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
53 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
0741a96a-c7d4-4e4f-b2ec-0643620e2b94
|
no_churn
| 0.027845 | 0 |
no_churn
| -0.03683 | -0.00418 | -0.020178 | -0.107207 | 0.028054 | -0.047846 | -0.029765 | -0.031073 |
Male
| 76 |
No
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,639,200 |
13 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
67f30597-e331-4849-86fe-2cbababe4bda
|
churn
| 0.27439 | 1 |
churn
| 0.146118 | -0.005223 | 0.04729 | -0.000691 | 0.134896 | 0.144044 | 0.141245 | 0.123294 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
53 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
f880ec83-e2f1-4c6f-8472-549d037db5dd
|
no_churn
| 0.077728 | 0 |
no_churn
| -0.079328 | -0.006561 | -0.021936 | -0.017845 | -0.029048 | -0.070717 | -0.016412 | 0.042821 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
72 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
20b08f32-7013-4295-a321-d3a1a4197cf5
|
no_churn
| 0.011049 | 0 |
no_churn
| -0.122927 | -0.00075 | 0.004273 | -0.000096 | 0.034228 | -0.121657 | 0.027836 | 0.040067 |
Male
| 59 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ab863b3c-03e7-4295-9593-aaab71800b35
|
no_churn
| 0.140757 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Male
| 24 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,639,200 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
5257d2d0-5bb2-4903-97fa-e2b811e51b72
|
no_churn
| 0.093715 | 0 |
no_churn
| -0.111023 | -0.002832 | 0.081276 | 0.036253 | 0.059807 | 0.096361 | 0.003177 | 0.050931 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
60 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d5d4206f-070b-4d5d-9c7f-aa464dd678ad
|
no_churn
| 0.326257 | 0 |
no_churn
| -0.114806 | -0.001284 | 0.017184 | 0.044024 | 0.099153 | 0.07156 | 0.137728 | 0.047415 |
Male
| 57 |
Yes
|
Yes
|
Retired
|
Rural
|
College
| 1,672,639,200 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
86385e52-489d-442c-82dc-ee93623c5afd
|
no_churn
| 0.078413 | 0 |
no_churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Female
| 67 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
58 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
b3572c58-6c70-44ba-8c7f-fd677cba52d2
|
no_churn
| 0.320894 | 1 |
churn
| -0.108442 | -0.003708 | -0.009133 | -0.027877 | -0.040348 | -0.076431 | 0.023954 | 0.046958 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
56 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7d263bc7-77cc-4ee0-808e-16f307f7a78d
|
no_churn
| 0.019998 | 0 |
no_churn
| -0.057391 | 0.014127 | 0.003442 | -0.043064 | 0.015529 | -0.118661 | -0.029729 | -0.033279 |
Female
| 24 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,639,200 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
68c5a64f-a83e-4f21-85b0-76a49b8b9daf
|
no_churn
| 0.093715 | 0 |
no_churn
| -0.111023 | -0.002832 | 0.081276 | 0.036253 | 0.059807 | 0.096361 | 0.003177 | 0.050931 |
Male
| 29 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,639,200 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
fa6f1566-8756-4234-b43e-f47c659c8688
|
no_churn
| 0.668602 | 1 |
churn
| 0.079341 | -0.002149 | -0.022573 | 0.009457 | 0.096633 | 0.116261 | 0.135409 | 0.126428 |
Male
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c96f31b-b065-477b-8dfe-7378feaa99b0
|
churn
| 0.539137 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 63 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
197b8a45-e6dd-459f-b7f4-5b6d8a0ad9b5
|
churn
| 0.881634 | 1 |
churn
| 0.33268 | -0.004458 | -0.016117 | -0.015244 | 0.06118 | 0.16609 | 0.11792 | 0.088923 |
Female
| 27 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,639,200 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0359cf38-0a23-46a6-9315-658efa23dae1
|
no_churn
| 0.140757 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 67 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,639,200 |
66 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
ed86c16a-0994-45aa-8bfb-5c2a0c3b6742
|
churn
| 0.034807 | 0 |
no_churn
| -0.127946 | -0.028168 | -0.035806 | 0.019257 | 0.048271 | 0.083814 | 0.053567 | 0.068986 |
Female
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
61 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
b4320730-5e13-473a-9409-ed87513e3451
|
no_churn
| 0.028614 | 0 |
no_churn
| -0.044901 | -0.001941 | 0.007332 | -0.034191 | -0.023664 | -0.065353 | -0.0426 | -0.043708 |
Female
| 44 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,639,200 |
51 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
96ca0fb6-fa80-45d1-9a27-943e016fc91e
|
no_churn
| 0.013932 | 0 |
no_churn
| -0.071199 | 0.010663 | -0.005169 | -0.026309 | -0.040208 | -0.106617 | -0.016772 | -0.013415 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
36 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
193f55ec-7a2b-410d-9fc0-a6b7c3c8256e
|
no_churn
| 0.006942 | 0 |
no_churn
| -0.059059 | -0.003835 | -0.016686 | -0.035082 | -0.030409 | -0.096964 | -0.012849 | -0.014142 |
Male
| 35 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,639,200 |
62 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6d26c54c-4678-4a9c-9685-d6bf35f255af
|
no_churn
| 0.026658 | 0 |
no_churn
| -0.064321 | -0.001471 | 0.003261 | 0.011871 | -0.03731 | 0.05364 | -0.038732 | -0.045965 |
Male
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
69 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
0690ee2b-00ab-42ec-a5d2-37ee8716463d
|
no_churn
| 0.0257 | 0 |
no_churn
| -0.052825 | -0.003245 | 0.010609 | -0.017507 | 0.005991 | -0.166505 | -0.020933 | -0.02461 |
Female
| 48 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,639,200 |
52 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
536ada68-484b-407a-a082-ae53b96f658d
|
no_churn
| 0.020941 | 0 |
no_churn
| -0.055615 | -0.00274 | -0.071078 | -0.049366 | 0.047246 | 0.057668 | -0.036647 | -0.058495 |
Female
| 66 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,639,200 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
89b8522a-7eae-46fb-adc9-9e653e354006
|
no_churn
| 0.627014 | 0 |
no_churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 77 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c7db26f2-76a3-4eed-82ef-a1a9e9c7ff73
|
no_churn
| 0.337501 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 51 |
No
|
No
|
Employed
|
Rural
|
Doctor
| 1,672,639,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
50b339a5-7ad2-4bb7-a918-07a4acb72c02
|
no_churn
| 0.135416 | 0 |
no_churn
| -0.257747 | -0.003548 | 0.027047 | -0.018826 | 0.008756 | 0.008337 | -0.029324 | 0.006279 |
Male
| 69 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,639,200 |
52 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
8b672506-11a5-42f4-8002-70ea771b960c
|
no_churn
| 0.027387 | 0 |
no_churn
| -0.08837 | -0.00356 | -0.005738 | -0.026052 | -0.024701 | -0.048042 | -0.025529 | -0.027034 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
68 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97bf6360-f84c-4415-8200-7f070be29816
|
no_churn
| 0.064302 | 0 |
no_churn
| -0.158824 | -0.004308 | 0.010858 | 0.055532 | -0.021429 | 0.043227 | -0.006064 | -0.033019 |
Male
| 48 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
68 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
3b8de60e-b34d-4539-ace6-d61a992a6078
|
churn
| 0.561999 | 1 |
churn
| -0.165663 | -0.001987 | 0.005811 | -0.055364 | 0.044234 | 0.032797 | 0.01763 | 0.078564 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
121abdee-cc99-4ac0-b47e-2f9808abf47a
|
churn
| 0.818874 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 24 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,639,200 |
25 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b3585ff7-b562-4489-b790-c77e7fd1283d
|
no_churn
| 0.03242 | 0 |
no_churn
| -0.064143 | -0.017124 | -0.098994 | -0.078449 | 0.022424 | 0.037473 | -0.032967 | -0.037246 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
26 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
178fdefa-958d-4e91-8dc7-8821597d0cc5
|
no_churn
| 0.049576 | 0 |
no_churn
| -0.176557 | 0.043459 | 0.001963 | -0.031081 | -0.016036 | 0.057905 | -0.03581 | -0.03287 |
Male
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
49 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
751b92fc-6bfb-4444-b118-26953e053825
|
no_churn
| 0.026379 | 0 |
no_churn
| -0.149742 | -0.002965 | -0.013691 | -0.065743 | 0.0701 | 0.066229 | 0.049247 | 0.087539 |
Male
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
619d3ce4-717f-40f0-8415-9c3960b0baa7
|
churn
| 0.710238 | 1 |
churn
| 0.019749 | -0.004452 | 0.157674 | 0.01257 | 0.094625 | 0.073811 | 0.059014 | 0.064056 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
24 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
038cb2a0-6a42-42a2-b182-932fce0f5960
|
no_churn
| 0.302077 | 0 |
no_churn
| -0.180149 | -0.010301 | -0.103829 | 0.040856 | 0.001417 | 0.048999 | -0.040693 | -0.025325 |
Female
| 30 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,639,200 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
78e14e04-ba9d-4888-85d2-039a3e5e5ccd
|
no_churn
| 0.189944 | 0 |
no_churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,639,200 |
9 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f06310bb-90e0-4468-9e93-19b70aa2aad6
|
no_churn
| 0.779949 | 0 |
no_churn
| 0.102924 | -0.003019 | 0.049508 | 0.064618 | 0.095283 | 0.1471 | 0.128889 | 0.127338 |
Male
| 75 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5b4acc0c-ab24-4933-b49a-c059e09fe5a1
|
churn
| 0.314661 | 1 |
churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Female
| 54 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,639,200 |
55 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
ad6f522d-19c0-4281-887d-f86b3e45a7cb
|
no_churn
| 0.117795 | 0 |
no_churn
| -0.116108 | -0.001225 | 0.024594 | -0.058325 | 0.087886 | 0.041954 | 0.059959 | 0.09224 |
Female
| 29 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
10 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
569efc85-b154-496f-95ff-8273928c87b6
|
churn
| 0.350804 | 1 |
churn
| 0.122636 | -0.00091 | 0.067245 | 0.049337 | -0.04368 | 0.141755 | 0.11544 | 0.108484 |
Female
| 37 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,639,200 |
43 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e0d09c74-a932-4ba8-8b0b-dbfd3d4ea5c4
|
no_churn
| 0.380517 | 0 |
no_churn
| -0.104973 | -0.002841 | 0.013663 | 0.0601 | 0.030121 | 0.085734 | -0.045485 | -0.054534 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c2441105-0c3c-4149-9356-54b009fbc96e
|
churn
| 0.807605 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 25 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,639,200 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7b30c299-e128-4a6e-99fb-3496b23654be
|
no_churn
| 0.403251 | 0 |
no_churn
| -0.014631 | -0.003368 | 0.02426 | 0.153154 | 0.064041 | 0.033094 | -0.010592 | -0.024224 |
Female
| 59 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e545aae-e18a-4206-b127-88996d7f5d93
|
churn
| 0.562813 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 49 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,639,200 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
534907d9-7c61-423a-b359-b1a79a0aa230
|
churn
| 0.521041 | 1 |
churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Male
| 25 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,639,200 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
23eb3fcb-4518-4c4c-aa11-282928e79353
|
no_churn
| 0.001755 | 0 |
no_churn
| -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c18aeaa3-586d-4014-a413-b1ce5d0807aa
|
no_churn
| 0.627014 | 0 |
no_churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 39 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
53 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
b58638b3-47aa-4725-8508-8eeb3823c138
|
no_churn
| 0.135704 | 0 |
no_churn
| -0.155883 | -0.003962 | -0.129602 | -0.08745 | 0.044128 | 0.033023 | 0.013514 | 0.037206 |
Male
| 77 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,639,200 |
24 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d8e20006-1e4a-4072-b30b-3c274f35dea1
|
no_churn
| 0.017643 | 0 |
no_churn
| -0.062532 | -0.006171 | -0.037006 | -0.018958 | 0.008662 | -0.080128 | -0.034814 | -0.038078 |
Male
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
52 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
cf11eca0-118a-4265-abd5-839ea3524996
|
no_churn
| 0.072746 | 0 |
no_churn
| -0.051554 | -0.007925 | -0.01881 | -0.024395 | 0.013233 | -0.111125 | -0.024865 | -0.043585 |
Female
| 48 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,639,200 |
44 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
ec1e6535-5cd4-4d4f-9db4-6120635d808a
|
churn
| 0.246647 | 1 |
churn
| 0.028875 | 0.067834 | 0.025001 | 0.013913 | 0.045797 | 0.126868 | 0.136824 | 0.095862 |
Male
| 23 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a419619f-adf2-4b71-982b-46a1941e0ccc
|
no_churn
| 0.026158 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Female
| 75 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
8 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f349581d-7a53-411a-a53d-e036c401d96d
|
no_churn
| 0.266397 | 0 |
no_churn
| 0.160797 | -0.002507 | -0.039582 | -0.034576 | 0.145506 | 0.13217 | 0.157672 | 0.12416 |
Female
| 40 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
44 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
c585425d-69e2-43c8-adfb-2f308865abf4
|
no_churn
| 0.04841 | 0 |
no_churn
| -0.096336 | -0.002652 | -0.074181 | -0.031242 | 0.024765 | -0.091982 | 0.024549 | 0.038052 |
Female
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
59 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2f563b50-df25-4a5e-8d5b-9ed906a4dcb3
|
churn
| 0.044634 | 1 |
churn
| -0.096751 | -0.005091 | -0.057844 | -0.014238 | 0.027307 | 0.047112 | -0.047062 | -0.052459 |
Male
| 74 |
No
|
No
|
Retired
|
Urban
|
High School or Below
| 1,672,639,200 |
2 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b865bc54-5d9d-4dbe-bb07-e427be35ba95
|
no_churn
| 0.412444 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 52 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
4 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
862382f0-f340-429e-adbc-aa511997892d
|
churn
| 0.132841 | 1 |
churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
12 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb2c10ea-1205-467b-8e95-a38c7b578a25
|
churn
| 0.225819 | 1 |
churn
| 0.064203 | -0.003324 | 0.000602 | -0.040239 | -0.088439 | 0.072692 | -0.034183 | -0.054836 |
Female
| 46 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,639,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e61ca591-9c5e-4659-8c42-45fe5e8995b6
|
no_churn
| 0.00186 | 0 |
no_churn
| -0.068959 | -0.003463 | -0.088348 | -0.003574 | -0.002621 | 0.050196 | -0.010889 | -0.031369 |
Male
| 71 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
66 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c655f90d-e158-494e-a754-06647e4aaff5
|
no_churn
| 0.090407 | 0 |
no_churn
| -0.074221 | -0.003858 | 0.03905 | 0.066419 | -0.112151 | 0.057007 | 0.001935 | -0.007492 |
Female
| 43 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
324c33f6-3b0a-4f62-bb9d-f4e78d79ebee
|
no_churn
| 0.337501 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 44 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,639,200 |
50 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e78d1280-0d4c-49e5-a64b-0971505e3d55
|
no_churn
| 0.458851 | 0 |
no_churn
| -0.085832 | -0.002061 | 0.015515 | 0.050641 | 0.045312 | 0.090738 | 0.000262 | -0.013601 |
Female
| 62 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad384156-5db4-4836-b287-a8f08e72fcc3
|
no_churn
| 0.177324 | 0 |
no_churn
| 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 |
Male
| 53 |
No
|
Yes
|
Retired
|
Rural
|
High School or Below
| 1,672,639,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f4eb309c-9aee-4fc3-a3f4-4d409da7b9a8
|
churn
| 0.622269 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 48 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,639,200 |
50 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
4311e2ba-06bc-4886-822d-e03f3cb32f66
|
no_churn
| 0.234037 | 0 |
no_churn
| -0.062793 | -0.004473 | 0.03611 | -0.037953 | -0.036681 | -0.198874 | 0.032832 | 0.032806 |
Male
| 61 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,639,200 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
da257d5d-ed40-4837-baff-bbfd2166a2e1
|
no_churn
| 0.097015 | 0 |
no_churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Female
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
81fadd5e-cbea-4969-a8ee-e2824ff7b8d6
|
no_churn
| 0.017419 | 0 |
no_churn
| -0.131983 | -0.001845 | -0.000797 | -0.005949 | -0.098236 | 0.039319 | 0.067628 | 0.039504 |
Female
| 44 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d6ef776-878c-4d89-b33d-03ca5d58c71e
|
no_churn
| 0.026158 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Female
| 30 |
No
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,672,639,200 |
37 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38c68791-9e0d-42b6-ab65-63d1db59af83
|
no_churn
| 0.00861 | 0 |
no_churn
| -0.106548 | -0.01157 | -0.046239 | -0.059022 | -0.010263 | 0.039513 | -0.03368 | -0.041218 |
Female
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a86c5e92-b81b-409b-af54-c383f6e34f93
|
no_churn
| 0.668602 | 1 |
churn
| 0.079341 | -0.002149 | -0.022573 | 0.009457 | 0.096633 | 0.116261 | 0.135409 | 0.126428 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
85e409b7-2c78-47a9-a870-4bb216a79678
|
churn
| 0.668602 | 1 |
churn
| 0.079341 | -0.002149 | -0.022573 | 0.009457 | 0.096633 | 0.116261 | 0.135409 | 0.126428 |
Male
| 23 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,639,200 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
00464aa6-0e6c-4112-a812-d6082ad3ed77
|
churn
| 0.642673 | 1 |
churn
| -0.139934 | -0.002264 | -0.017416 | 0.01675 | -0.025458 | 0.068113 | -0.064328 | 0.035512 |
Female
| 71 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
13 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e458f79c-bbdf-412a-9de0-850c9e820473
|
no_churn
| 0.240318 | 0 |
no_churn
| -0.048493 | -0.016487 | -0.076977 | -0.044209 | -0.038674 | 0.042677 | -0.027853 | -0.031921 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
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