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
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
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| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
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80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
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stringclasses 5
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stringclasses 3
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stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f15df40d-738a-4e5b-8a92-ce8177c58111
|
churn
| 0.674895 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
5 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33f2a28a-98ed-4558-8f59-de04d2ba1fda
|
no_churn
| 0.132841 | 0 |
no_churn
| 0.111537 | -0.004173 | 0.006176 | -0.156543 | 0.056469 | 0.097897 | -0.056442 | -0.057713 |
Male
| 41 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de95a031-97be-4a58-804b-31d5f3da1911
|
no_churn
| 0.397767 | 0 |
no_churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 27 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
36 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c41d2a1a-ba70-4ba1-a59e-ae7982a8096a
|
no_churn
| 0.037467 | 0 |
no_churn
| -0.048464 | -0.006486 | -0.001568 | -0.043781 | 0.008513 | -0.103645 | -0.025452 | -0.039811 |
Female
| 20 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,984,800 |
64 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
0d40e9f1-76be-4fee-91a8-d9c61e25ab05
|
no_churn
| 0.006856 | 0 |
no_churn
| -0.054203 | -0.003087 | -0.004933 | -0.018921 | -0.004187 | -0.126369 | -0.02688 | -0.030446 |
Male
| 59 |
No
|
No
|
Employed
|
Rural
|
Doctor
| 1,672,984,800 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
4dcbb6ee-2008-49d1-801c-028384e42781
|
no_churn
| 0.048372 | 0 |
no_churn
| 0.039204 | -0.005722 | -0.023647 | -0.065945 | -0.016343 | -0.127023 | -0.032069 | -0.037482 |
Male
| 36 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
13 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0d74e3e8-c10c-4153-a604-e4cb2b974cc3
|
no_churn
| 0.036834 | 0 |
no_churn
| -0.035704 | -0.006019 | 0.051472 | -0.107233 | 0.017398 | 0.082767 | -0.064843 | -0.066197 |
Female
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
46226ceb-bf61-4f47-a4fb-e5d46a1f4ff6
|
no_churn
| 0.00237 | 0 |
no_churn
| -0.131118 | -0.002279 | 0.030604 | 0.024775 | 0.052951 | 0.076604 | -0.025505 | -0.046058 |
Female
| 58 |
No
|
No
|
Retired
|
Urban
|
Doctor
| 1,672,984,800 |
25 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bfd44b43-c312-4529-83fa-f9452568f3ce
|
no_churn
| 0.07681 | 0 |
no_churn
| -0.103168 | -0.007022 | -0.032056 | -0.056655 | -0.055333 | 0.029371 | -0.023975 | -0.020189 |
Female
| 36 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7949029b-72c7-488c-9418-14472015140d
|
no_churn
| 0.548723 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 75 |
No
|
Yes
|
Retired
|
Urban
|
High School or Below
| 1,672,984,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ace185ef-77c4-48b7-96b9-27ac014013de
|
churn
| 0.606315 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 50 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,984,800 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
059af9db-b95d-4e2d-a00c-b40c16168e06
|
no_churn
| 0.015884 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0c4b7677-3843-4c6f-be8f-d05435b41dba
|
no_churn
| 0.042406 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 21 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
18 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b8a51c3-f6bb-4baa-a176-824584a9e224
|
no_churn
| 0.014727 | 0 |
no_churn
| -0.074294 | -0.009872 | -0.060266 | -0.020843 | -0.025481 | 0.045386 | -0.052771 | -0.070886 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,984,800 |
18 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
572f3c19-cd2c-47fd-adf8-3763c64cb818
|
churn
| 0.553698 | 1 |
churn
| -0.111343 | 0.035402 | 0.009346 | -0.134792 | -0.004054 | 0.047341 | -0.037274 | -0.05365 |
Female
| 31 |
No
|
Yes
|
Medical Leave
|
Rural
|
College
| 1,672,984,800 |
48 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
2951d85d-23f3-485a-a2c1-be5a415b64ee
|
no_churn
| 0.027403 | 0 |
no_churn
| -0.029922 | -0.007286 | -0.009981 | -0.014623 | -0.029006 | -0.048543 | -0.026027 | -0.023638 |
Female
| 28 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
38 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef886b6d-9d35-4717-8c8d-703d13d95011
|
no_churn
| 0.123552 | 0 |
no_churn
| -0.064776 | -0.01946 | -0.062414 | -0.088885 | -0.048431 | 0.046947 | -0.014509 | -0.017496 |
Female
| 34 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,984,800 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0eb45ebf-b226-44b9-8d00-954b8d9c9a6d
|
no_churn
| 0.108128 | 0 |
no_churn
| -0.126871 | -0.010185 | -0.043543 | -0.094836 | 0.020128 | 0.033463 | -0.017915 | -0.025936 |
Male
| 48 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
16 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1919a9e8-9745-4e25-8005-d0ef740bdc7b
|
no_churn
| 0.125893 | 0 |
no_churn
| 0.077264 | -0.004395 | -0.109635 | -0.01722 | -0.032204 | 0.093461 | -0.037504 | -0.02037 |
Male
| 32 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
38 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
81b0dd75-9606-4e36-ae40-ae843ccf9448
|
no_churn
| 0.007822 | 0 |
no_churn
| -0.023643 | -0.005233 | -0.009765 | -0.066511 | 0.004594 | -0.104509 | -0.026202 | -0.037757 |
Female
| 58 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
62 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e169ef3c-d0fd-4caa-976d-305e236cd1aa
|
no_churn
| 0.007676 | 0 |
no_churn
| -0.10078 | -0.004271 | -0.013121 | -0.023652 | -0.01435 | 0.04306 | -0.046887 | -0.049025 |
Male
| 30 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
59 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e6765a05-c4c8-4077-9bf9-8d2b98bdac3e
|
no_churn
| 0.00976 | 0 |
no_churn
| -0.054608 | -0.003362 | 0.012275 | -0.005589 | 0.013928 | -0.176321 | -0.031703 | -0.023646 |
Male
| 43 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
54 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
594c1e1d-ccbb-44ad-a8ed-33561909e2c8
|
no_churn
| 0.059381 | 0 |
no_churn
| -0.082345 | -0.004489 | -0.095484 | 0.008583 | 0.045589 | 0.023429 | -0.038053 | -0.056256 |
Female
| 77 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
12 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41cb33ab-79bd-4859-931c-4b9e872cc2e2
|
no_churn
| 0.088313 | 0 |
no_churn
| -0.018661 | -0.007474 | -0.11331 | -0.06385 | -0.014262 | 0.054742 | -0.04073 | -0.057148 |
Male
| 24 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,984,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a623f16e-a923-42be-a3bd-2c68dc30388e
|
churn
| 0.314494 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 52 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,984,800 |
9 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3367d9e3-ac97-4186-a996-ff5c5031d001
|
no_churn
| 0.19558 | 0 |
no_churn
| -0.001145 | -0.010826 | -0.042698 | -0.099869 | 0.006419 | 0.059942 | -0.047634 | -0.058377 |
Female
| 80 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,672,984,800 |
71 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f2d64afa-f8d8-4142-ade1-b1c1d91333e4
|
no_churn
| 0.002071 | 0 |
no_churn
| -0.105667 | -0.004106 | -0.010911 | -0.028313 | -0.010883 | 0.048551 | -0.035251 | -0.052446 |
Female
| 53 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
19 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a915277-d312-42cd-99fb-c6c7ce498907
|
churn
| 0.560609 | 1 |
churn
| -0.116211 | 0.041218 | 0.006902 | -0.092081 | 0.030584 | 0.059225 | -0.054822 | -0.063841 |
Male
| 43 |
No
|
Yes
|
Medical Leave
|
Urban
|
Master
| 1,672,984,800 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b9fb306e-ecca-4ea3-adc2-0f135ad737dd
|
churn
| 0.187086 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
5 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8c578039-f6a0-4450-82be-9a06f7e0802d
|
churn
| 0.779029 | 1 |
churn
| 0.227355 | -0.003593 | -0.014877 | 0.042396 | 0.103671 | 0.140663 | 0.104865 | 0.09716 |
Female
| 70 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,984,800 |
27 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
017e6b83-162d-4e9a-bcd0-6e8790ee7e0d
|
no_churn
| 0.284631 | 0 |
no_churn
| 0.012833 | -0.000577 | 0.073176 | -0.032986 | 0.086591 | 0.122146 | 0.150724 | 0.119066 |
Male
| 25 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,984,800 |
9 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e9231312-3644-4d36-8dbc-8af7f0378d18
|
churn
| 0.714953 | 1 |
churn
| 0.130431 | -0.001523 | 0.026432 | -0.041682 | 0.11096 | 0.136448 | 0.082817 | 0.078341 |
Female
| 21 |
Yes
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,984,800 |
4 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
fbacc777-f44e-4372-874c-ada474da977d
|
churn
| 0.805856 | 1 |
churn
| 0.210932 | 0.002264 | 0.014802 | -0.034641 | 0.125232 | 0.154385 | 0.092259 | 0.11574 |
Female
| 31 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
24 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
fb2f6d69-0899-4ac2-b95d-9361a7bc12ed
|
churn
| 0.338157 | 0 |
no_churn
| -0.183725 | -0.009494 | -0.140876 | -0.028711 | 0.059824 | 0.023415 | 0.029351 | 0.052856 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
45 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f5bc5a80-f407-456e-99d9-95f81c3fbb98
|
no_churn
| 0.458583 | 0 |
no_churn
| -0.136705 | -0.00528 | 0.017795 | 0.041654 | 0.112566 | 0.048363 | 0.056564 | 0.085349 |
Male
| 69 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
8 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
12ddf96a-6a29-4dc5-b237-9d643794f6a7
|
churn
| 0.849634 | 1 |
churn
| 0.13763 | -0.000534 | -0.005743 | -0.070428 | 0.076912 | 0.145233 | 0.135909 | 0.12028 |
Male
| 46 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
63 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
3f2b43cd-ff3a-46a6-88ed-916a2f3babe4
|
no_churn
| 0.073408 | 0 |
no_churn
| -0.121435 | -0.002854 | -0.013527 | 0.014148 | 0.048145 | -0.211463 | 0.04876 | 0.049199 |
Male
| 79 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
48 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
3c3f99eb-f7d6-4017-ab82-0e6c26c0ddcd
|
no_churn
| 0.172325 | 0 |
no_churn
| -0.135246 | -0.005007 | -0.009213 | 0.017654 | 0.05459 | 0.043144 | -0.005076 | 0.080129 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
29 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ed362c93-0038-4f10-997c-7a62b0b10f14
|
no_churn
| 0.548987 | 0 |
no_churn
| -0.033175 | -0.002891 | -0.063543 | 0.050735 | 0.094243 | 0.059004 | -0.017598 | 0.040532 |
Female
| 54 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
67 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ec3d47a7-7094-4d6f-8773-8bd23dbce25d
|
no_churn
| 0.173501 | 0 |
no_churn
| -0.163549 | -0.00344 | 0.007694 | 0.045073 | 0.078514 | 0.081309 | 0.023619 | 0.045505 |
Male
| 75 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
65 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
87d6a773-7ae8-46aa-b507-78094aac0c2a
|
no_churn
| 0.246321 | 0 |
no_churn
| -0.091964 | -0.000984 | 0.019298 | 0.014509 | 0.044917 | 0.070287 | 0.043013 | 0.085232 |
Female
| 61 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
34 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d2e79a93-4765-437a-982c-93c56e51917f
|
churn
| 0.361321 | 1 |
churn
| 0.005607 | -0.002231 | 0.068816 | 0.07459 | 0.110339 | 0.095745 | 0.07656 | 0.100168 |
Female
| 59 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
edd3ef91-eb59-4ead-aa73-70d26fe1a38c
|
no_churn
| 0.064515 | 0 |
no_churn
| -0.206011 | -0.002562 | -0.000812 | -0.039793 | 0.029502 | -0.118721 | 0.026817 | 0.046999 |
Male
| 49 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ab6e7bfe-7009-43ec-9d2b-67b440a15fc0
|
no_churn
| 0.719249 | 0 |
no_churn
| 0.038246 | -0.006578 | -0.00435 | -0.037091 | -0.006927 | 0.088499 | 0.110351 | 0.054419 |
Female
| 75 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
21 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
cf46a1a4-3e5d-4f48-82f6-3ca8c452058e
|
churn
| 0.606342 | 1 |
churn
| 0.106092 | -0.003801 | -0.022061 | 0.019223 | 0.093857 | 0.105877 | 0.191928 | 0.123145 |
Male
| 37 |
No
|
No
|
Medical Leave
|
Rural
|
Master
| 1,672,984,800 |
65 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2bcb6abe-aa57-4829-a1c0-dd1715ccb23c
|
no_churn
| 0.30229 | 0 |
no_churn
| -0.113682 | -0.00054 | 0.023064 | 0.04206 | 0.067623 | 0.083256 | 0.071616 | 0.066255 |
Male
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
34 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
b1a64c19-cb2a-4436-ae16-5b3c24a1f681
|
churn
| 0.277272 | 0 |
no_churn
| -0.123049 | -0.004787 | -0.068794 | 0.002025 | 0.104844 | 0.047268 | 0.067961 | 0.072388 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
53 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
64c512e7-65e1-46c7-b643-889cb8f5cc33
|
churn
| 0.241674 | 1 |
churn
| -0.188203 | -0.00297 | -0.034534 | -0.163212 | 0.038111 | 0.039806 | 0.045453 | 0.056525 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
e909f665-59c9-4a31-b11d-b4f91829b257
|
no_churn
| 0.014941 | 0 |
no_churn
| -0.163208 | -0.002079 | -0.002058 | -0.008658 | 0.018613 | -0.185417 | 0.027163 | 0.046617 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
9 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
2f7073db-9ae0-4312-afc2-fbda5b4c1adc
|
churn
| 0.745222 | 1 |
churn
| 0.135761 | -0.005066 | 0.129625 | -0.017852 | 0.107499 | 0.125792 | 0.124654 | 0.125561 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
1e0896ab-eb40-4249-8146-7f86c28c6982
|
churn
| 0.814404 | 1 |
churn
| 0.313215 | -0.004057 | -0.019772 | -0.035291 | 0.127626 | 0.150555 | 0.089226 | 0.099473 |
Male
| 42 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,984,800 |
51 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
01b16df0-1e1b-44a6-ac00-aa5541a48ca1
|
churn
| 0.682939 | 1 |
churn
| -0.041806 | -0.001868 | 0.057937 | 0.103689 | 0.078165 | 0.107344 | 0.046628 | 0.010885 |
Male
| 72 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
9525e645-55fe-42d9-86f5-5a3a77b57ace
|
no_churn
| 0.554964 | 0 |
no_churn
| 0.043478 | -0.003167 | -0.058022 | 0.043328 | -0.007587 | 0.049395 | 0.029625 | 0.061424 |
Male
| 58 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
01a582bf-9f90-4c43-b218-d720c258edb7
|
churn
| 0.788041 | 1 |
churn
| 0.224491 | -0.002961 | 0.063578 | 0.061611 | 0.116247 | 0.149252 | 0.06073 | 0.058027 |
Female
| 64 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,984,800 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f4142d77-bd99-4d7b-8bb0-fcc6edb6ed85
|
churn
| 0.621512 | 1 |
churn
| -0.051181 | -0.003228 | 0.087468 | -0.014084 | 0.040803 | 0.048866 | -0.003577 | 0.024952 |
Male
| 59 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
3cc42257-fb39-4db6-ac82-fa88316a606b
|
churn
| 0.731581 | 1 |
churn
| 0.235255 | -0.002377 | -0.049393 | 0.129347 | 0.039354 | 0.126348 | 0.02927 | 0.055992 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
89f0280c-904f-4ed6-950a-70b33b8683eb
|
churn
| 0.721566 | 1 |
churn
| 0.132928 | -0.002428 | 0.104666 | 0.144231 | 0.082112 | 0.147718 | 0.026701 | 0.050713 |
Male
| 68 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d70f0d29-87c4-4751-9063-094753204fd9
|
churn
| 0.747217 | 1 |
churn
| -0.078532 | -0.004572 | -0.034881 | -0.084526 | -0.019656 | 0.081436 | -0.08475 | 0.023122 |
Male
| 23 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
cd50fda3-c528-4364-95c4-2ba46b89573a
|
churn
| 0.770999 | 1 |
churn
| -0.021656 | -0.002805 | -0.07643 | -0.076093 | 0.044574 | 0.053468 | -0.073315 | -0.026769 |
Female
| 28 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
54 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
bc43299a-1c5d-4f10-beb0-abb06817ac3d
|
no_churn
| 0.211246 | 0 |
no_churn
| -0.183109 | -0.003972 | -0.044549 | -0.084348 | -0.003355 | 0.020816 | 0.002386 | 0.037105 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
25 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ee3af4c8-fac9-4f0f-8dea-dddb4f8b2869
|
churn
| 0.658157 | 1 |
churn
| -0.05877 | -0.006575 | -0.15103 | 0.011571 | 0.060555 | 0.060021 | -0.042582 | -0.002216 |
Female
| 72 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,984,800 |
39 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
653bcbf3-0ed8-4610-a728-89b36ed8a3a8
|
no_churn
| 0.223504 | 0 |
no_churn
| -0.054566 | -0.00257 | 0.010824 | 0.043691 | -0.06 | -0.072718 | -0.01993 | -0.023758 |
Male
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
5592703d-247b-4ef7-8c12-3c3d48790d92
|
no_churn
| 0.306203 | 0 |
no_churn
| -0.274041 | -0.004653 | 0.014328 | -0.086072 | 0.00962 | 0.033292 | 0.025944 | 0.029223 |
Male
| 61 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,984,800 |
42 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8d6a4ecf-baee-42b5-a991-32394fd0525e
|
no_churn
| 0.340423 | 0 |
no_churn
| 0.108098 | -0.003588 | 0.076048 | 0.111978 | 0.056884 | 0.158047 | 0.15554 | 0.060467 |
Male
| 23 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,984,800 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
0ea981ca-7409-4ffe-87fe-463ce7838868
|
no_churn
| 0.561393 | 0 |
no_churn
| -0.064832 | -0.003505 | 0.101087 | 0.092755 | 0.087887 | 0.086751 | 0.048845 | 0.028597 |
Female
| 37 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
105cf9d6-962f-40eb-8f50-010c71efe3ab
|
churn
| 0.911644 | 1 |
churn
| 0.315653 | -0.003485 | 0.023281 | 0.057351 | 0.060702 | 0.161476 | 0.049507 | 0.04649 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d96f1418-d109-4a3b-8625-ff7c5d44bedf
|
no_churn
| 0.322059 | 0 |
no_churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Female
| 20 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63f69e88-a48f-4481-a463-e5268cc271dd
|
churn
| 0.579188 | 1 |
churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Male
| 56 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fdc15605-a31f-4ff3-a4d6-30e6ce70a96b
|
no_churn
| 0.486488 | 0 |
no_churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Female
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f845de1d-e7b6-478d-99c7-71fc10b2166e
|
no_churn
| 0.394557 | 0 |
no_churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Male
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a3915612-6ad0-4b26-8204-1fb3de753be6
|
churn
| 0.907695 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 71 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
21ba56fb-999a-4bd8-8964-0e38652d136d
|
no_churn
| 0.086508 | 0 |
no_churn
| 0.038862 | -0.001702 | 0.142708 | 0.131208 | 0.099998 | 0.132958 | 0.022846 | 0.026532 |
Female
| 33 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2f1f881c-6d06-4f50-8d99-652623a9290c
|
churn
| 0.569103 | 1 |
churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 55 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
38 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b39dd49-5f09-485a-bb81-b08b4dfc85da
|
churn
| 0.310172 | 1 |
churn
| 0.068658 | -0.008714 | 0.005341 | 0.174442 | 0.013833 | 0.065926 | 0.013773 | 0.029058 |
Female
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
59 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dc166487-d471-43a3-8d9f-bb9f1a6305f4
|
no_churn
| 0.079972 | 0 |
no_churn
| -0.234705 | -0.004425 | 0.010455 | 0.005393 | -0.026825 | 0.04493 | -0.04196 | -0.02189 |
Female
| 74 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cb7123d6-623f-4cfc-947e-7eb5ff86a163
|
no_churn
| 0.29849 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 33 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8c39b0a2-1088-45af-8f16-c12978b2ae11
|
churn
| 0.458152 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 65 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9c2fa556-df50-4059-9505-71a70d9be60a
|
no_churn
| 0.783377 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 48 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,984,800 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c31ad6c3-463e-4e7e-832d-a077326cddbe
|
no_churn
| 0.394968 | 0 |
no_churn
| -0.052815 | -0.008048 | 0.077571 | 0.104987 | 0.034365 | 0.113401 | -0.02053 | -0.015885 |
Female
| 43 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
05a07dbd-4b32-47e8-b726-05c73def4ffd
|
churn
| 0.565715 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Male
| 52 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,984,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3da800f9-52aa-45e6-96c0-248a2003bc81
|
churn
| 0.76822 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 73 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d87337f8-e9f3-4824-bc7f-59fd67c61856
|
churn
| 0.340879 | 1 |
churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Female
| 43 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
31 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8bcc62b-60f1-4e9f-9ead-35e1bf1f5001
|
no_churn
| 0.298015 | 0 |
no_churn
| -0.100385 | -0.00562 | -0.057272 | 0.034844 | -0.071498 | 0.07023 | -0.016223 | -0.019575 |
Male
| 69 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,672,984,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6f5ee2b0-6c19-433c-9c4a-d031c23a2528
|
no_churn
| 0.681697 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,984,800 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e1b382a2-11b7-4ecc-8439-0dac99786026
|
churn
| 0.771144 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 71 |
No
|
No
|
Retired
|
Urban
|
Bachelor
| 1,672,984,800 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8929cf0c-b3db-4a84-843f-24c533facba1
|
no_churn
| 0.288332 | 0 |
no_churn
| -0.173712 | -0.002509 | -0.053636 | 0.007712 | 0.049051 | 0.063911 | -0.027532 | -0.053978 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef7c619e-038c-4b0e-8ab8-8311c8e1615a
|
churn
| 0.876628 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 50 |
No
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,984,800 |
40 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0c950537-d5c0-432a-8d9c-4b40b976c6a0
|
no_churn
| 0.527128 | 0 |
no_churn
| -0.199264 | -0.010665 | -0.013268 | 0.022707 | -0.050105 | 0.065111 | -0.028817 | -0.054726 |
Male
| 26 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,984,800 |
43 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
28edf548-4e5b-47e7-8926-e7dbecabcfc3
|
no_churn
| 0.57052 | 0 |
no_churn
| -0.104973 | -0.002841 | 0.013663 | 0.0601 | 0.030121 | 0.085734 | -0.045485 | -0.054534 |
Female
| 32 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df5c9138-0d55-47fb-8271-89613ced65ad
|
no_churn
| 0.823155 | 0 |
no_churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Male
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4173fa33-e6a7-46b9-b6f4-b0fc0f785fbc
|
churn
| 0.879064 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c15329ed-60e9-48ab-9f8d-305f95be46de
|
churn
| 0.876743 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 70 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,984,800 |
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1310821f-a09b-4906-94b9-cf7af19de06c
|
no_churn
| 0.112576 | 0 |
no_churn
| -0.229371 | -0.004051 | 0.036686 | 0.021774 | 0.017159 | 0.055174 | -0.009861 | -0.008201 |
Female
| 47 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34686d73-d150-40d7-b14f-3c25f0ce6d93
|
no_churn
| 0.816207 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 80 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,984,800 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d685eebf-0853-4bb1-964c-792216dd1264
|
churn
| 0.763772 | 1 |
churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Female
| 36 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c20b4c69-b22a-477e-a9da-d1163a0e7d84
|
no_churn
| 0.700218 | 0 |
no_churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Male
| 58 |
Yes
|
No
|
Disabled
|
Suburban
|
College
| 1,672,984,800 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a0b89ec9-bd0a-4b9a-9ef8-9979ea9cc73e
|
churn
| 0.62123 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 69 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b86a54fd-8e9a-4582-ab4d-3ed58b7d01cf
|
churn
| 0.711785 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Male
| 36 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
58 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
36e6ee68-cb35-4297-8260-2fb4b8f62891
|
no_churn
| 0.023604 | 0 |
no_churn
| -0.077852 | -0.003016 | 0.009817 | 0.04977 | -0.033268 | -0.102874 | -0.028638 | -0.062964 |
Female
| 69 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,984,800 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
af1b52f1-3280-428e-a107-c69b30461ecb
|
no_churn
| 0.286673 | 0 |
no_churn
| -0.124319 | -0.007775 | -0.099464 | 0.051821 | 0.039005 | 0.072534 | -0.030871 | -0.051361 |
Male
| 58 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
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