Tenure
int64 0
72
| PhoneService
stringclasses 2
values | MultipleLines
stringclasses 3
values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
36
| prediction_label
stringclasses 2
values | prediction_score
float64 0
0.95
| actual_score
int64 0
1
| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
0.39
| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
0.17
| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
int64 20
80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
values | EmploymentStatus
stringclasses 5
values | LocationCode
stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
e86d1d6e-f7cd-42d9-a513-3498c23fc12f
|
no_churn
| 0.017937 | 0 |
no_churn
| -0.061388 | -0.004287 | -0.051185 | -0.021241 | -0.023805 | -0.06523 | -0.017866 | -0.024024 |
Female
| 56 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
5 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
e0985b38-4e28-44ae-a4d6-18fbe59c321f
|
churn
| 0.63055 | 1 |
churn
| 0.227355 | -0.003593 | -0.014877 | 0.042396 | 0.103671 | 0.140663 | 0.104865 | 0.09716 |
Female
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
73c740d4-a167-49f4-a788-f401e6e2779d
|
churn
| 0.572196 | 1 |
churn
| 0.149547 | -0.025649 | -0.012906 | 0.000608 | 0.132527 | 0.136241 | 0.032806 | 0.041216 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,602,400 |
60 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
6e992666-1a4f-4693-8000-a341246ec12a
|
no_churn
| 0.0902 | 0 |
no_churn
| -0.123647 | -0.0069 | -0.009028 | -0.040521 | -0.06799 | -0.060431 | 0.012029 | 0.027461 |
Male
| 33 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,671,602,400 |
15 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
01804190-8705-4ffe-a62f-0329f4302280
|
no_churn
| 0.244016 | 0 |
no_churn
| 0.166007 | -0.010052 | 0.080176 | -0.056205 | 0.082931 | 0.122025 | -0.029709 | -0.045743 |
Male
| 77 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
52 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
95d927ca-b768-40b9-901b-0ea3f1a1f120
|
no_churn
| 0.018784 | 0 |
no_churn
| -0.07149 | -0.005349 | -0.010157 | -0.041224 | 0.007198 | -0.089305 | -0.030182 | -0.028517 |
Female
| 63 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,602,400 |
22 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b8a14800-2b81-4a88-9496-49c28b492ad2
|
no_churn
| 0.294688 | 0 |
no_churn
| 0.055491 | -0.001891 | 0.110857 | 0.135425 | -0.009467 | 0.104919 | -0.012192 | 0.003285 |
Female
| 48 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3dbf09df-2812-4a41-8812-d9a526391999
|
no_churn
| 0.176715 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
0 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c959dbe6-8539-4f49-bbfd-0608daca2d4d
|
no_churn
| 0.020636 | 0 |
no_churn
| 0.067834 | -0.004915 | -0.015581 | -0.070871 | 0.006138 | -0.176509 | -0.029117 | -0.043504 |
Female
| 48 |
No
|
No
|
Retired
|
Urban
|
Master
| 1,671,602,400 |
3 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dfd72ad4-978c-487f-aa34-0f698047e537
|
no_churn
| 0.195574 | 0 |
no_churn
| 0.024645 | -0.012123 | -0.072248 | -0.130915 | -0.040601 | 0.063067 | -0.040894 | -0.054958 |
Male
| 32 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
9 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aa1f7f88-0d6a-40e4-914b-5b1ac418abd2
|
no_churn
| 0.129123 | 0 |
no_churn
| 0.142272 | -0.008507 | 0.01509 | 0.082266 | 0.007903 | 0.092885 | -0.018822 | 0.007694 |
Male
| 68 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,602,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d2e9583-31b6-4234-90a0-317ccd1ad58e
|
no_churn
| 0.314494 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c9d500c-5a9d-4fc5-9c8b-18d328623372
|
churn
| 0.505573 | 1 |
churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cb688ae3-4418-411c-8600-30020076f73e
|
no_churn
| 0.118197 | 0 |
no_churn
| 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 |
Male
| 58 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,602,400 |
42 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
01d77ccd-d432-45c7-be52-318ddbe3e167
|
no_churn
| 0.449872 | 0 |
no_churn
| -0.031196 | -0.008639 | -0.039522 | 0.056752 | -0.090138 | 0.0456 | -0.052595 | 0.030712 |
Male
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
f9ae8780-b2bd-4c0d-b4e6-80865870a04a
|
no_churn
| 0.032713 | 0 |
no_churn
| -0.020267 | -0.006414 | -0.022161 | -0.043891 | -0.00004 | -0.098593 | -0.038753 | -0.038908 |
Female
| 76 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
2b34748b-366c-4d09-8ba6-0f2af4c832d4
|
no_churn
| 0.045979 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Male
| 54 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
48 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
4608bcfd-c7a0-4062-9907-805d34818027
|
no_churn
| 0.045386 | 0 |
no_churn
| -0.029922 | -0.007286 | -0.009981 | -0.014623 | -0.029006 | -0.048543 | -0.026027 | -0.023638 |
Female
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
37 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a7f719e0-56f0-49fc-b664-df6a18cbe55e
|
no_churn
| 0.158202 | 0 |
no_churn
| -0.073498 | -0.01161 | 0.001874 | -0.065737 | -0.084887 | 0.043354 | -0.047338 | -0.024685 |
Male
| 21 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
59 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
f2faeed6-6976-4fe6-a7bc-19d3efb35b9e
|
no_churn
| 0.21272 | 0 |
no_churn
| -0.173011 | -0.002112 | 0.029538 | -0.068953 | 0.009754 | -0.085934 | 0.027196 | 0.04783 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,602,400 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
d99d9918-4dcc-4ddf-86e6-6863f1586ea4
|
no_churn
| 0.164845 | 0 |
no_churn
| 0.119668 | -0.000382 | 0.043584 | 0.01144 | 0.088212 | 0.130329 | 0.104834 | 0.134289 |
Female
| 42 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,602,400 |
46 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
a9f51219-b28b-4746-977d-2f12d340ffcc
|
no_churn
| 0.223448 | 0 |
no_churn
| -0.176051 | -0.003855 | 0.015178 | 0.033449 | -0.068122 | -0.035388 | -0.005228 | 0.030991 |
Female
| 78 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
71 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
3df134e8-0025-4a1a-9793-c6cedd759baf
|
no_churn
| 0.122853 | 0 |
no_churn
| -0.132658 | -0.003962 | -0.01652 | 0.03557 | -0.030113 | -0.141297 | 0.024564 | 0.02539 |
Male
| 52 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,602,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
6065ec84-3685-466c-a1ac-69f7e0b47a7c
|
no_churn
| 0.187366 | 0 |
no_churn
| -0.228564 | -0.001924 | -0.012208 | -0.068396 | 0.019048 | 0.032152 | -0.040061 | 0.064259 |
Female
| 24 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5a6fb484-88c1-4cef-a373-5fca9179703b
|
no_churn
| 0.390059 | 0 |
no_churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
58 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c2cae785-75be-4154-9e53-0a4e65a50c47
|
churn
| 0.262407 | 1 |
churn
| 0.0048 | -0.000306 | 0.077296 | 0.101882 | 0.11685 | 0.08528 | 0.189938 | 0.093984 |
Female
| 30 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,602,400 |
40 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
39b75ad7-285e-4000-9d4a-2ae883b0c48b
|
no_churn
| 0.364324 | 0 |
no_churn
| -0.199264 | -0.010665 | -0.013268 | 0.022707 | -0.050105 | 0.065111 | -0.028817 | -0.054726 |
Male
| 29 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,671,602,400 |
35 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
904cf7ce-6ac3-4f47-895f-1e004f3d6df8
|
churn
| 0.154967 | 0 |
no_churn
| -0.10644 | -0.002314 | 0.00207 | 0.043045 | -0.047315 | -0.172165 | 0.025931 | 0.018162 |
Female
| 62 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
48f646e8-03d5-4405-b5c3-3c30f4126035
|
no_churn
| 0.649023 | 0 |
no_churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Male
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
e26a5391-394d-44ab-a8bb-2d983d57c4b6
|
no_churn
| 0.00924 | 0 |
no_churn
| -0.043434 | -0.003348 | 0.012929 | -0.005257 | 0.018345 | -0.207857 | -0.016375 | -0.02403 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e1b6ba4-9a86-4e33-bdea-d51183815dad
|
no_churn
| 0.507575 | 0 |
no_churn
| 0.163218 | 0.063327 | 0.012635 | 0.03998 | 0.085006 | 0.145612 | -0.020651 | -0.02063 |
Female
| 20 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,602,400 |
33 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f1a87118-9e5d-4336-990c-9327bcdc08a6
|
no_churn
| 0.057023 | 0 |
no_churn
| -0.02833 | -0.00231 | -0.002597 | 0.068634 | -0.052696 | -0.195701 | -0.008748 | -0.007277 |
Male
| 30 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,602,400 |
26 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9078237a-67a2-4632-87fd-c8bba9936773
|
no_churn
| 0.128276 | 0 |
no_churn
| -0.08269 | 0.063485 | 0.010877 | -0.004498 | -0.002132 | 0.058514 | -0.042912 | -0.053336 |
Female
| 41 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,602,400 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
1072afa9-ebec-4d5c-9616-672676048102
|
no_churn
| 0.164845 | 0 |
no_churn
| 0.119668 | -0.000382 | 0.043584 | 0.01144 | 0.088212 | 0.130329 | 0.104834 | 0.134289 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
11 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
285c4cd4-a0eb-478c-87ff-4cd92dc9e545
|
no_churn
| 0.347573 | 0 |
no_churn
| -0.068437 | -0.042067 | -0.023637 | -0.034548 | -0.083057 | 0.051056 | -0.040431 | -0.027903 |
Female
| 32 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,602,400 |
19 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
ceeae99f-ac9a-40dc-ae6d-ececd290472a
|
no_churn
| 0.023003 | 0 |
no_churn
| -0.016119 | -0.005587 | -0.02994 | -0.044443 | 0.00339 | -0.094333 | -0.040235 | -0.04176 |
Female
| 39 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dd94390e-704f-4462-8f0e-6bd50b4f119f
|
churn
| 0.783853 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,602,400 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
1788df0f-ce89-4749-ba10-e7e5404114db
|
no_churn
| 0.01916 | 0 |
no_churn
| 0.005162 | -0.004216 | -0.013263 | -0.030209 | 0.00328 | -0.156696 | -0.039876 | -0.033209 |
Female
| 60 |
Yes
|
Yes
|
Retired
|
Rural
|
College
| 1,671,602,400 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
53eebd55-c0e7-4460-a95a-08a71d9981bd
|
churn
| 0.414286 | 1 |
churn
| -0.006029 | -0.006449 | 0.060404 | 0.125139 | 0.067891 | 0.120365 | -0.024194 | -0.013619 |
Male
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
31 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
452fdcaf-cc07-403b-99d7-6923d48b75ba
|
no_churn
| 0.025891 | 0 |
no_churn
| -0.056149 | -0.003988 | -0.014827 | -0.06097 | -0.016905 | -0.077081 | -0.017522 | -0.021583 |
Female
| 64 |
Yes
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,671,602,400 |
23 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
ea344edc-cef9-4d4c-bad7-29aa12bb284f
|
no_churn
| 0.017937 | 0 |
no_churn
| -0.061388 | -0.004287 | -0.051185 | -0.021241 | -0.023805 | -0.06523 | -0.017866 | -0.024024 |
Male
| 74 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
1bc04426-0a16-4fd0-8770-3e45c14681af
|
no_churn
| 0.164845 | 0 |
no_churn
| 0.119668 | -0.000382 | 0.043584 | 0.01144 | 0.088212 | 0.130329 | 0.104834 | 0.134289 |
Female
| 45 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,602,400 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
451651c9-dd05-4c8d-aa27-8db0efea96e7
|
no_churn
| 0.339735 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 65 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5e8e2218-07aa-4190-a26c-237a44e55376
|
no_churn
| 0.185828 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Male
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
2 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b8821c2-d173-4c17-a9a7-2b17bf37c5d0
|
no_churn
| 0.401499 | 0 |
no_churn
| 0.145774 | 0.035093 | 0.0052 | -0.139515 | -0.021924 | 0.098504 | -0.026447 | -0.045224 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
65 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
32bf0bab-61b7-4d2a-a1b0-788a17f169b5
|
churn
| 0.016782 | 0 |
no_churn
| -0.11219 | -0.001478 | -0.003913 | 0.004795 | 0.010135 | -0.240154 | 0.039892 | 0.053886 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
16 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
e2581a60-ddbe-41bf-8826-af24ad3e63ca
|
no_churn
| 0.538731 | 0 |
no_churn
| -0.028869 | -0.00747 | -0.020654 | -0.078816 | -0.154735 | 0.035183 | 0.010303 | 0.007044 |
Male
| 23 |
No
|
Yes
|
Retired
|
Urban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c831811-69de-4e03-ab78-10352e7b5639
|
no_churn
| 0.492844 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
b6fcc8bc-9109-45ff-aa92-9e8837b7a6eb
|
no_churn
| 0.050133 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
65 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
1df614e5-683b-42f0-8231-bea8e8edd1c9
|
no_churn
| 0.016782 | 0 |
no_churn
| -0.11219 | -0.001478 | -0.003913 | 0.004795 | 0.010135 | -0.240154 | 0.039892 | 0.053886 |
Male
| 69 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
193e0ea6-ee00-4217-af0b-8fb9242fd5b7
|
no_churn
| 0.089572 | 0 |
no_churn
| -0.071675 | -0.003043 | -0.00871 | 0.05665 | -0.042929 | -0.176419 | -0.011669 | -0.011233 |
Male
| 75 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fef1323f-0c31-453d-ba14-6293f0ac5d16
|
churn
| 0.414286 | 1 |
churn
| -0.006029 | -0.006449 | 0.060404 | 0.125139 | 0.067891 | 0.120365 | -0.024194 | -0.013619 |
Male
| 79 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,602,400 |
20 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fc8e3aad-a581-454d-a17b-01dfd61cc0b5
|
no_churn
| 0.192846 | 0 |
no_churn
| -0.144515 | 0.0402 | 0.002202 | -0.049899 | 0.021722 | 0.056805 | -0.054961 | -0.06058 |
Male
| 50 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,602,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
318e9885-d603-4813-b9e3-6f931cb6f8cd
|
no_churn
| 0.050133 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Male
| 47 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,602,400 |
9 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
dc5be0ac-368c-4d19-bc94-6533f39a89c4
|
no_churn
| 0.496226 | 0 |
no_churn
| 0.003536 | -0.005541 | -0.091364 | -0.06827 | 0.066498 | 0.089805 | 0.054654 | 0.049312 |
Male
| 80 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
67 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
7ec7dd54-2466-4313-ad5b-3ef97b4071f3
|
no_churn
| 0.076059 | 0 |
no_churn
| -0.058036 | -0.003352 | 0.010787 | -0.080219 | -0.032977 | -0.109182 | 0.027328 | 0.026626 |
Female
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ceff9c1b-1cd0-4335-849b-9f7fb5612909
|
no_churn
| 0.878255 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 43 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
62adba00-12dd-423e-bc31-1f036bc910e4
|
churn
| 0.6818 | 1 |
churn
| 0.273244 | -0.006688 | -0.033203 | 0.005085 | 0.167522 | 0.145772 | 0.094387 | 0.084855 |
Male
| 39 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c5d11411-23dc-458d-adbe-233185da784a
|
no_churn
| 0.067436 | 0 |
no_churn
| -0.27296 | -0.004382 | 0.012778 | 0.00465 | -0.011936 | 0.034484 | -0.01326 | -0.018399 |
Male
| 65 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,602,400 |
59 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
0dc06d34-7f2f-46be-a88b-513779c4dde2
|
no_churn
| 0.21272 | 0 |
no_churn
| -0.173011 | -0.002112 | 0.029538 | -0.068953 | 0.009754 | -0.085934 | 0.027196 | 0.04783 |
Male
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
60c36bfb-89a5-42b4-9821-feb1d251decc
|
no_churn
| 0.70248 | 0 |
no_churn
| -0.020229 | -0.004043 | 0.033956 | 0.068164 | 0.039204 | 0.057875 | 0.058323 | 0.063411 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
67 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
702379a1-21de-46aa-9406-0bacd3ec5778
|
no_churn
| 0.00685 | 0 |
no_churn
| -0.058953 | -0.003543 | -0.019922 | -0.019222 | 0.002877 | -0.124343 | -0.020715 | -0.025204 |
Male
| 26 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,602,400 |
49 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac009425-6e01-4e08-87a8-fabd9a59fa4c
|
no_churn
| 0.205538 | 0 |
no_churn
| -0.148717 | 0.013613 | -0.012917 | -0.036853 | -0.062406 | 0.040246 | -0.027697 | -0.024294 |
Male
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
d3dcf965-e5ba-4d98-96be-c28c3fd1e229
|
churn
| 0.491692 | 1 |
churn
| -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 |
Male
| 74 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,602,400 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
42836865-fb4d-4f03-86f3-e1d3bf55648f
|
no_churn
| 0.010818 | 0 |
no_churn
| 0.10138 | 0.001987 | 0.063131 | 0.039539 | 0.040424 | -0.038255 | -0.012935 | 0.010385 |
Male
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
75b2b8ba-8790-4ffa-948e-b413b922cce5
|
no_churn
| 0.00924 | 0 |
no_churn
| -0.043434 | -0.003348 | 0.012929 | -0.005257 | 0.018345 | -0.207857 | -0.016375 | -0.02403 |
Male
| 38 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,602,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ca8c9cc7-2521-457a-ae53-ef155b126b93
|
churn
| 0.505573 | 1 |
churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 24 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,671,602,400 |
20 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82fa0cae-ef09-47d3-99d1-ec74b04b5476
|
no_churn
| 0.068742 | 0 |
no_churn
| -0.076156 | -0.007335 | -0.022373 | -0.052653 | -0.058295 | 0.033943 | -0.040118 | -0.024789 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
53 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
6ada6af1-7ea9-41ea-9a89-486444bcfa15
|
churn
| 0.633966 | 1 |
churn
| 0.001591 | -0.002137 | 0.138302 | 0.106722 | 0.102973 | 0.06155 | 0.081124 | 0.080848 |
Female
| 20 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ba83145a-529d-4731-9b25-9ef64e51164d
|
no_churn
| 0.784075 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 38 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
67 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
af2c1335-4010-4365-b057-115c7018b32c
|
no_churn
| 0.076059 | 0 |
no_churn
| -0.058036 | -0.003352 | 0.010787 | -0.080219 | -0.032977 | -0.109182 | 0.027328 | 0.026626 |
Female
| 54 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,671,602,400 |
15 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bbefe039-b872-4dd6-96f1-531c7cce77fe
|
no_churn
| 0.244016 | 0 |
no_churn
| 0.166007 | -0.010052 | 0.080176 | -0.056205 | 0.082931 | 0.122025 | -0.029709 | -0.045743 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
26 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ffc61b13-d34a-4fb6-a3ac-ade2c8d97978
|
no_churn
| 0.128276 | 0 |
no_churn
| -0.08269 | 0.063485 | 0.010877 | -0.004498 | -0.002132 | 0.058514 | -0.042912 | -0.053336 |
Female
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
107ce426-67ee-4ff8-914b-5d03da7cb667
|
churn
| 0.599613 | 1 |
churn
| -0.002161 | -0.003245 | 0.048709 | 0.043887 | 0.039181 | 0.129435 | 0.092502 | 0.084308 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e6c677de-2d34-4398-97af-a3a6c6306478
|
no_churn
| 0.878255 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
38 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
a98b9e56-186a-454e-94a3-fe2edc77c3c5
|
no_churn
| 0.194346 | 0 |
no_churn
| 0.004364 | -0.00224 | 0.039068 | 0.08329 | -0.028232 | -0.009425 | 0.021591 | -0.017442 |
Female
| 77 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
20 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
23070a70-e0ec-419c-a164-50dd9b9f88fa
|
no_churn
| 0.122382 | 0 |
no_churn
| 0.040622 | -0.001957 | 0.034229 | -0.01636 | 0.021937 | -0.007168 | -0.007813 | -0.007515 |
Male
| 25 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
19 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
00b3764f-ab55-4618-8462-345297614374
|
no_churn
| 0.404598 | 0 |
no_churn
| -0.116211 | 0.041218 | 0.006902 | -0.092081 | 0.030584 | 0.059225 | -0.054822 | -0.063841 |
Female
| 78 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e6a0ffc-08d6-4e59-856d-4351edbc8883
|
no_churn
| 0.339735 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
64 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
e5149090-26e7-499b-9d17-115b4a65f041
|
no_churn
| 0.051999 | 0 |
no_churn
| -0.114387 | -0.002477 | -0.017248 | -0.016851 | 0.011396 | -0.178781 | 0.031089 | 0.031567 |
Male
| 47 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
64 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
701478a5-80f5-4a96-aa33-cbc72a6e99a4
|
no_churn
| 0.051999 | 0 |
no_churn
| -0.114387 | -0.002477 | -0.017248 | -0.016851 | 0.011396 | -0.178781 | 0.031089 | 0.031567 |
Female
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
18 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
a735e9d9-67cd-42e3-8b6c-fa103cafe0e8
|
churn
| 0.506495 | 1 |
churn
| -0.028705 | -0.005182 | -0.057081 | -0.041867 | -0.023981 | 0.064318 | 0.113145 | 0.076158 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
bee2e386-b364-4b63-a002-b4d955807ffc
|
no_churn
| 0.014019 | 0 |
no_churn
| -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 |
Female
| 57 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,602,400 |
20 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
95589d53-d47c-49f4-a6ac-cf8193685c4d
|
no_churn
| 0.068742 | 0 |
no_churn
| -0.076156 | -0.007335 | -0.022373 | -0.052653 | -0.058295 | 0.033943 | -0.040118 | -0.024789 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
912b43f1-217e-4b89-be08-0370ffa392d8
|
churn
| 0.690397 | 1 |
churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Male
| 35 |
Yes
|
No
|
Unemployed
|
Urban
|
Master
| 1,671,602,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
954a8329-b615-41e5-928c-d5b4d15e59cc
|
no_churn
| 0.044631 | 0 |
no_churn
| -0.004709 | -0.005712 | -0.018881 | -0.052659 | -0.03985 | -0.095633 | -0.024225 | -0.027358 |
Female
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
06c74648-68be-436b-9a37-33fd1b4b3ac0
|
no_churn
| 0.040656 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
25 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f0e0cbe0-5f50-414e-a714-f7cd5c3f53f1
|
churn
| 0.719832 | 1 |
churn
| -0.01499 | -0.007188 | -0.082593 | 0.090617 | 0.133864 | 0.082693 | 0.079397 | 0.109172 |
Female
| 60 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,671,602,400 |
33 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
1546c73c-7fe5-421e-8699-f234d23d4f2e
|
no_churn
| 0.068499 | 0 |
no_churn
| -0.018289 | -0.004848 | -0.007164 | -0.078684 | 0.013961 | -0.096756 | -0.037195 | -0.040051 |
Female
| 66 |
No
|
No
|
Medical Leave
|
Rural
|
College
| 1,671,602,400 |
25 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
b5e67919-3f64-4da3-9b12-5300748f52e2
|
no_churn
| 0.719832 | 1 |
churn
| -0.01499 | -0.007188 | -0.082593 | 0.090617 | 0.133864 | 0.082693 | 0.079397 | 0.109172 |
Male
| 60 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,602,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
04f55726-5b68-482b-a31a-49f2e3c5da31
|
no_churn
| 0.355815 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 39 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,602,400 |
68 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
b68a9820-5c1e-4603-a1a4-c67e2b4394fb
|
churn
| 0.148667 | 1 |
churn
| -0.06206 | 0.000183 | 0.085852 | 0.030614 | 0.0899 | -0.025524 | 0.1201 | 0.09991 |
Female
| 30 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
36 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
99fb75ba-94d1-4185-96c8-fb906088d6a1
|
no_churn
| 0.106972 | 0 |
no_churn
| -0.078326 | -0.004626 | -0.084318 | -0.032765 | 0.006297 | 0.076517 | 0.064914 | 0.044091 |
Male
| 30 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,688,800 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
b08fc8bf-9fc9-48d6-ad4d-f13430b923e6
|
no_churn
| 0.004994 | 0 |
no_churn
| -0.098981 | -0.003066 | 0.011121 | -0.002491 | -0.047457 | -0.188772 | 0.027769 | 0.032851 |
Female
| 32 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,688,800 |
12 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
cce25fd0-895e-487b-b97e-85870989f6d2
|
churn
| 0.495376 | 1 |
churn
| -0.014629 | 0.011823 | -0.006258 | -0.06533 | -0.146308 | 0.06121 | 0.017101 | 0.033364 |
Male
| 78 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,688,800 |
69 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
b93715d1-fdfb-4e28-b989-fa45c540e871
|
no_churn
| 0.013278 | 0 |
no_churn
| -0.060858 | -0.001782 | 0.026255 | -0.03185 | 0.033115 | -0.254322 | 0.059401 | 0.051016 |
Male
| 31 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,688,800 |
67 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
b1a2db2a-b5b9-40d7-b95a-4e11477e307f
|
no_churn
| 0.008062 | 0 |
no_churn
| -0.119839 | -0.002103 | -0.013151 | 0.003021 | 0.033572 | -0.183819 | 0.041834 | 0.051458 |
Female
| 77 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,671,688,800 |
50 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
5b11a442-6944-4b79-b4bb-37e11ae1f711
|
no_churn
| 0.112963 | 0 |
no_churn
| -0.116316 | -0.002582 | -0.020982 | -0.027196 | 0.021591 | -0.130295 | 0.021541 | 0.045213 |
Male
| 75 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,688,800 |
52 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
6ae142a5-27dd-4247-82aa-b3e1061b7228
|
no_churn
| 0.099802 | 0 |
no_churn
| -0.030052 | 0.000376 | 0.002834 | 0.088561 | 0.080681 | 0.004445 | 0.088751 | 0.085376 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,688,800 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
2b03a500-6977-4be6-991f-35b53399a90b
|
no_churn
| 0.011229 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
Subsets and Splits
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