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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
825c0b50-5d1f-43a0-8a3f-39ab4ec6771e
|
churn
| 0.126323 | 1 |
churn
| 0.082205 | 0.200433 | 0.07504 | 0.066815 | 0.069387 | 0.1448 | 0.018859 | 0.013436 |
Female
| 53 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
12 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
415b34e4-73b6-4696-8503-fb741e42cd53
|
no_churn
| 0.798991 | 1 |
churn
| 0.100112 | -0.002369 | 0.109363 | -0.00856 | 0.073997 | 0.108014 | 0.032204 | 0.062926 |
Male
| 55 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
2618ac49-3e62-4af1-bdd0-15cc853f2927
|
no_churn
| 0.438003 | 0 |
no_churn
| -0.214579 | -0.00544 | 0.052916 | -0.025932 | 0.016696 | 0.034307 | -0.118173 | 0.011178 |
Male
| 33 |
Yes
|
No
|
Unemployed
|
Urban
|
Master
| 1,673,071,200 |
47 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
89034400-0ec2-4dd9-a79a-b19273cac23f
|
no_churn
| 0.038914 | 0 |
no_churn
| -0.024266 | -0.010728 | 0.012376 | -0.020353 | 0.024348 | -0.157128 | -0.035151 | -0.058125 |
Male
| 61 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f6114c60-6b65-4f28-9ffe-1414bb82abe6
|
no_churn
| 0.004834 | 0 |
no_churn
| -0.090869 | -0.002439 | 0.047397 | -0.013266 | 0.061205 | 0.079151 | -0.016168 | -0.02592 |
Female
| 70 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
4 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6ee16774-5dde-4f3d-bd18-bb606a61da9a
|
no_churn
| 0.207677 | 0 |
no_churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Female
| 35 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,071,200 |
57 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
4374d182-852c-46b6-b6dc-35d2627f9d31
|
no_churn
| 0.248556 | 0 |
no_churn
| -0.156618 | -0.004104 | -0.062597 | 0.000025 | 0.067855 | 0.040881 | -0.023529 | 0.013505 |
Male
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
41 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
292d3b8d-049a-4b36-86eb-325d14570fe2
|
churn
| 0.677116 | 1 |
churn
| -0.000254 | -0.001102 | 0.064593 | -0.02656 | 0.100691 | 0.116298 | 0.089597 | 0.107711 |
Male
| 27 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
67b05c0a-e2a3-4698-9105-4977460a9ff8
|
churn
| 0.700083 | 0 |
no_churn
| 0.079341 | -0.002149 | -0.022573 | 0.009457 | 0.096633 | 0.116261 | 0.135409 | 0.126428 |
Male
| 29 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
49 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
24d144ce-d695-4ff3-85cd-76669525fe1b
|
no_churn
| 0.088195 | 0 |
no_churn
| -0.076812 | -0.001174 | 0.055951 | 0.02363 | 0.040605 | 0.114176 | 0.017626 | 0.026469 |
Male
| 54 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
69 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
15ef18e7-bee9-48cf-83f5-4b54e114c49c
|
no_churn
| 0.008922 | 0 |
no_churn
| -0.057619 | -0.003452 | 0.003754 | -0.031171 | 0.000221 | -0.124991 | -0.022259 | -0.033511 |
Male
| 42 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
41 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ecd35eee-e581-405c-91f3-339da1c5d1ae
|
churn
| 0.301176 | 1 |
churn
| 0.114111 | -0.006382 | 0.057952 | 0.182071 | 0.123696 | 0.120677 | 0.007126 | 0.021818 |
Male
| 36 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,071,200 |
65 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
f47990eb-6f13-488a-bac0-e7dd17ec863f
|
no_churn
| 0.008302 | 0 |
no_churn
| -0.052108 | -0.002927 | 0.000525 | -0.036561 | 0.004981 | -0.135436 | -0.022747 | -0.024753 |
Female
| 68 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
46 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bea936f3-0941-43e2-8e9d-7ef1b72df665
|
no_churn
| 0.008753 | 0 |
no_churn
| -0.13658 | -0.006262 | -0.030893 | -0.043583 | 0.011979 | 0.028069 | -0.047119 | -0.044637 |
Female
| 48 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
97810b70-3262-4c52-a758-467db4bf2045
|
churn
| 0.665639 | 1 |
churn
| -0.094354 | -0.00278 | 0.05621 | 0.024152 | 0.009294 | 0.084501 | 0.01057 | 0.016548 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c85576e1-1cdd-40ea-a8c9-82124e5ef46f
|
no_churn
| 0.008215 | 0 |
no_churn
| -0.058453 | -0.00337 | -0.013227 | -0.031635 | -0.012488 | -0.125123 | -0.010111 | -0.014619 |
Female
| 46 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1d61d737-e1e3-408b-9ad7-1657bbf3c770
|
churn
| 0.337501 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 27 |
No
|
Yes
|
Medical Leave
|
Rural
|
College
| 1,673,071,200 |
4 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
53511146-1d76-42c9-9085-43995f45ebe1
|
no_churn
| 0.3196 | 0 |
no_churn
| 0.157525 | 0.066548 | 0.037229 | -0.059335 | -0.025146 | 0.112588 | -0.028306 | 0.004601 |
Male
| 23 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,071,200 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8cf99766-574f-4dbf-90f5-6f558d8a8b2f
|
no_churn
| 0.711785 | 0 |
no_churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 48 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,673,071,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7c615c0c-619c-4fff-b59d-853517d172f3
|
churn
| 0.879552 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
71 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
23fb71a3-177a-4961-a1f0-aa1f1227a041
|
no_churn
| 0.013925 | 0 |
no_churn
| -0.10852 | -0.002999 | -0.022617 | 0.02733 | -0.01886 | -0.1071 | -0.008136 | -0.011457 |
Female
| 54 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,673,071,200 |
9 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
21f4965b-76e3-4a9f-923a-459fa0fdfae6
|
no_churn
| 0.008382 | 0 |
no_churn
| 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 |
Female
| 37 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,071,200 |
56 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
16ccb1df-2178-487a-bf7f-5a2ece5b9a60
|
no_churn
| 0.184039 | 0 |
no_churn
| -0.020909 | -0.000872 | 0.023561 | -0.024922 | 0.100522 | 0.030659 | 0.084123 | 0.07881 |
Male
| 32 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
72ae8f7e-0c87-470a-9d95-33535238deb5
|
no_churn
| 0.005143 | 0 |
no_churn
| -0.183022 | -0.010726 | -0.025211 | -0.011968 | -0.075997 | 0.032004 | 0.010591 | 0.036769 |
Male
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a47ef9cd-fde9-4118-90fa-7de6fc3e66ea
|
churn
| 0.812514 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Male
| 56 |
No
|
No
|
Retired
|
Urban
|
Bachelor
| 1,673,071,200 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
45b1ca91-fbc5-4152-9b25-83ca26817a0e
|
churn
| 0.778552 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Female
| 25 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4ffce89e-97fd-419b-a454-660c5d506afb
|
no_churn
| 0.454163 | 0 |
no_churn
| -0.024032 | -0.002928 | 0.062378 | 0.151789 | 0.061167 | 0.113578 | -0.03438 | -0.021931 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
71 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b6efabee-fac3-488e-98f9-bac1cf9a51fe
|
no_churn
| 0.00509 | 0 |
no_churn
| -0.079101 | -0.001522 | 0.00116 | -0.002684 | -0.031098 | 0.057539 | -0.022987 | -0.040333 |
Male
| 20 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e7343ae-22fa-4870-aac8-52cc87311b64
|
no_churn
| 0.241472 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 46 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
33 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
019e3230-0e19-4bf9-9c84-ab3f18393014
|
no_churn
| 0.077813 | 0 |
no_churn
| -0.046111 | -0.004811 | -0.00368 | -0.103317 | 0.041315 | 0.043948 | -0.053808 | -0.057562 |
Female
| 44 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,071,200 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
422b50f4-572d-44a8-8eb8-d3c3d3999043
|
no_churn
| 0.02179 | 0 |
no_churn
| -0.068981 | -0.005908 | -0.006239 | -0.117393 | 0.020685 | 0.036783 | -0.045614 | -0.042359 |
Female
| 78 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
48 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7f834b39-d0f8-4c73-9dfe-b0ee3cffbb27
|
no_churn
| 0.059916 | 0 |
no_churn
| -0.090467 | -0.004617 | 0.023901 | -0.182551 | 0.018896 | 0.04044 | -0.021121 | -0.02669 |
Female
| 48 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,673,071,200 |
37 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8cb931f9-b2c0-41b5-b1d1-19ca36f5d484
|
no_churn
| 0.257933 | 0 |
no_churn
| -0.060517 | 0.056992 | 0.02347 | -0.166797 | -0.04531 | 0.069978 | -0.01217 | -0.024674 |
Female
| 56 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4d71ec82-0a78-4efa-a4f6-4796f7c115ca
|
no_churn
| 0.002315 | 0 |
no_churn
| -0.076247 | -0.003737 | -0.016402 | -0.015735 | 0.003698 | -0.119689 | -0.016406 | -0.024508 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
58 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9bd40213-a54b-4fc1-9840-fc296260339c
|
no_churn
| 0.280318 | 0 |
no_churn
| -0.19987 | -0.005053 | 0.040603 | -0.003833 | 0.040023 | 0.047758 | -0.053528 | 0.068554 |
Female
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
11 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
92c388ed-14b3-4109-bc62-fc1775a8eb17
|
churn
| 0.382413 | 1 |
churn
| -0.063772 | -0.096983 | -0.063092 | -0.037015 | 0.035124 | 0.055841 | -0.048411 | -0.040719 |
Male
| 50 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,071,200 |
33 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c9d264cd-5474-4295-988a-60e8adb63b62
|
no_churn
| 0.077813 | 0 |
no_churn
| -0.046111 | -0.004811 | -0.00368 | -0.103317 | 0.041315 | 0.043948 | -0.053808 | -0.057562 |
Male
| 37 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
70 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
73ffbce2-149c-426c-845d-8d1eb568c35c
|
no_churn
| 0.015991 | 0 |
no_churn
| -0.104555 | -0.030644 | -0.020943 | 0.037118 | 0.051053 | 0.109925 | 0.0665 | 0.075187 |
Male
| 56 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
10 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
047a8966-96d9-462c-9b7a-7df492ae6f0b
|
no_churn
| 0.180373 | 0 |
no_churn
| -0.033471 | -0.014237 | -0.015706 | -0.113635 | -0.005698 | 0.051802 | -0.05913 | -0.073952 |
Male
| 60 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
30 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
21f8d02c-fb5f-4a1e-809d-60388b767306
|
no_churn
| 0.11376 | 0 |
no_churn
| -0.039115 | 0.002454 | -0.067737 | -0.006562 | 0.052807 | -0.153742 | 0.030214 | 0.037655 |
Female
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
68 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
32eda4f8-18d5-425f-a565-a99520972338
|
no_churn
| 0.077343 | 0 |
no_churn
| -0.190751 | -0.003848 | -0.039776 | -0.055089 | 0.002143 | 0.04589 | -0.011324 | 0.045062 |
Male
| 61 |
No
|
No
|
Employed
|
Rural
|
Doctor
| 1,673,071,200 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
80a7b8ec-388e-4f75-aada-5be9a2045fe5
|
no_churn
| 0.112682 | 0 |
no_churn
| -0.118036 | -0.001467 | 0.026152 | 0.009501 | 0.009418 | -0.150665 | 0.047793 | 0.038278 |
Male
| 56 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
10 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63909715-7610-4ddd-9cd7-35638ce493c0
|
no_churn
| 0.180373 | 0 |
no_churn
| -0.033471 | -0.014237 | -0.015706 | -0.113635 | -0.005698 | 0.051802 | -0.05913 | -0.073952 |
Female
| 40 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5ad15b7e-b62e-43b9-98ac-1a4bc3f33e72
|
no_churn
| 0.005143 | 0 |
no_churn
| -0.183022 | -0.010726 | -0.025211 | -0.011968 | -0.075997 | 0.032004 | 0.010591 | 0.036769 |
Male
| 37 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
39b57215-ad7e-44b3-be7e-8f818d24a9c5
|
no_churn
| 0.55615 | 0 |
no_churn
| -0.001164 | -0.003352 | -0.019597 | 0.003127 | 0.001841 | 0.108102 | 0.085132 | 0.067551 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
32 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
74313f8b-7f6a-453f-b793-60d145c7d4d7
|
no_churn
| 0.226309 | 0 |
no_churn
| -0.009694 | -0.014941 | 0.001785 | -0.047764 | 0.001966 | 0.052346 | -0.040169 | -0.009222 |
Female
| 73 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3b759d5e-4cac-46b9-a8dd-74680949e4c3
|
churn
| 0.664921 | 1 |
churn
| 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 |
Female
| 45 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
17fba5c9-cd83-40b8-a4d2-79148f339d34
|
churn
| 0.345919 | 1 |
churn
| 0.039074 | -0.001977 | 0.0301 | 0.07966 | 0.12771 | 0.132925 | 0.187863 | 0.095619 |
Female
| 57 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,071,200 |
72 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
dc67b666-8fc2-4cfe-b160-cc69d2a76312
|
no_churn
| 0.004843 | 0 |
no_churn
| -0.141157 | -0.000835 | -0.005474 | -0.015791 | 0.088603 | 0.067741 | 0.057869 | 0.076018 |
Female
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
43 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
8855c230-7581-4841-a9c8-ce6802acd22d
|
no_churn
| 0.071046 | 0 |
no_churn
| -0.056154 | -0.001877 | -0.014066 | -0.019539 | 0.054613 | -0.09645 | 0.010316 | 0.064131 |
Female
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
827028b9-ef87-460c-95ca-af80089cddb3
|
no_churn
| 0.498599 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Male
| 28 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b6b7a0c0-8c55-4c9a-a52e-ab2dc5b411e3
|
no_churn
| 0.305437 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 61 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,673,071,200 |
33 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d38d78b-fb75-40e8-ae69-25bfae33865a
|
no_churn
| 0.077813 | 0 |
no_churn
| -0.046111 | -0.004811 | -0.00368 | -0.103317 | 0.041315 | 0.043948 | -0.053808 | -0.057562 |
Male
| 48 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a429400c-86ee-487e-ac95-d63ed0175a38
|
churn
| 0.763978 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 71 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
24 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
2dfd5622-4bf0-4710-b156-2f08fd7d42a1
|
churn
| 0.525284 | 1 |
churn
| -0.183725 | -0.009494 | -0.140876 | -0.028711 | 0.059824 | 0.023415 | 0.029351 | 0.052856 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
67f91e6c-eda6-4237-846a-0b371abd3713
|
no_churn
| 0.498599 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Male
| 45 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,071,200 |
30 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ae16939c-d591-4a96-a651-83d43983f1da
|
no_churn
| 0.182429 | 0 |
no_churn
| -0.115405 | -0.005285 | -0.041763 | -0.061142 | -0.010486 | 0.053599 | -0.011571 | 0.004694 |
Female
| 58 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e4ea8f9-36e2-4eaf-b58b-3020787505c5
|
churn
| 0.296113 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 45 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,071,200 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
313e81ac-52c3-4ff0-b524-d94539623c7b
|
no_churn
| 0.053113 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e919ce52-77ca-46bb-a7a3-d9f56f9fc6d3
|
no_churn
| 0.495268 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a7b6ae9e-0029-4b51-b98a-f07bd8c8c575
|
churn
| 0.66143 | 1 |
churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Female
| 56 |
No
|
No
|
Disabled
|
Urban
|
Master
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
69473375-6ea6-4602-b224-3e28fda1353d
|
no_churn
| 0.005928 | 0 |
no_churn
| -0.131118 | -0.002279 | 0.030604 | 0.024775 | 0.052951 | 0.076604 | -0.025505 | -0.046058 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
29 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f5b5c5b6-8365-444d-b00b-64b9da41fac1
|
no_churn
| 0.014356 | 0 |
no_churn
| -0.091788 | -0.017439 | -0.027365 | -0.115378 | 0.028091 | 0.042683 | -0.031386 | -0.046445 |
Female
| 37 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
24 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f5dd87b2-19b2-40b6-bb13-c8a35ae4f5af
|
churn
| 0.525284 | 1 |
churn
| -0.183725 | -0.009494 | -0.140876 | -0.028711 | 0.059824 | 0.023415 | 0.029351 | 0.052856 |
Female
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
38 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ae33fdf5-df86-46fb-8274-a136d5a2fcde
|
churn
| 0.478298 | 1 |
churn
| -0.038384 | -0.008392 | -0.020685 | 0.110752 | 0.004618 | 0.101454 | -0.011607 | 0.009397 |
Female
| 47 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
4 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
39d87da5-5784-4e82-99d1-fbf805c71f22
|
churn
| 0.801339 | 1 |
churn
| 0.196571 | 0.000554 | 0.104573 | -0.030501 | 0.108265 | 0.133146 | 0.08157 | 0.098463 |
Male
| 57 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
37 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
bb25e349-927e-40f4-b808-c557efbe6317
|
no_churn
| 0.406203 | 0 |
no_churn
| -0.196155 | -0.005702 | -0.057515 | -0.044541 | -0.013865 | 0.048023 | 0.019938 | 0.035792 |
Male
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
854d7268-a444-44a2-9282-9bc9bc6f70b6
|
churn
| 0.778552 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Male
| 73 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7d99e02e-e681-49aa-a627-21befac95db4
|
no_churn
| 0.002907 | 0 |
no_churn
| -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 |
Male
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
51 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
5a454043-332e-4c71-a6e9-b5bdf607764d
|
no_churn
| 0.098278 | 0 |
no_churn
| 0.071089 | -0.003229 | 0.099909 | 0.111264 | 0.069614 | -0.147477 | 0.005101 | 0.0078 |
Male
| 76 |
No
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,673,071,200 |
63 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
78e62a2d-bb9f-489e-be46-3d9b46303236
|
no_churn
| 0.057858 | 0 |
no_churn
| -0.074418 | -0.004143 | -0.005087 | -0.03089 | -0.032134 | -0.087779 | -0.016808 | -0.017768 |
Female
| 21 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
47 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d0b3bf18-b0fd-4e3b-887d-62e6e8e3721a
|
no_churn
| 0.038914 | 0 |
no_churn
| -0.024266 | -0.010728 | 0.012376 | -0.020353 | 0.024348 | -0.157128 | -0.035151 | -0.058125 |
Female
| 72 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,673,071,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
0c27d86a-86b7-4ca0-8a89-94153eee09d3
|
no_churn
| 0.033993 | 0 |
no_churn
| -0.196099 | -0.002422 | -0.012651 | 0.002422 | -0.048238 | 0.00537 | 0.004444 | 0.034815 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b6be9527-4dc4-46af-a742-a6c0ea69a26c
|
churn
| 0.763978 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 67 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,071,200 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
87455f00-595e-4d67-a2a7-7fbd46f80235
|
no_churn
| 0.674007 | 0 |
no_churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Male
| 78 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,673,071,200 |
69 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
22365069-c27f-4b5b-ba92-623944a36243
|
no_churn
| 0.114766 | 0 |
no_churn
| -0.119359 | -0.022801 | -0.017136 | -0.03123 | -0.098993 | 0.05192 | 0.003497 | 0.005076 |
Male
| 46 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
47 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e46fc1ef-70c0-4fd1-bc37-92dff7dc7257
|
no_churn
| 0.038914 | 0 |
no_churn
| -0.000102 | 0.000889 | 0.075949 | -0.013475 | 0.094574 | 0.102064 | -0.022622 | -0.006437 |
Female
| 42 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
46 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a1ce6af0-4895-480d-904e-04405400ed3a
|
no_churn
| 0.008753 | 0 |
no_churn
| -0.13658 | -0.006262 | -0.030893 | -0.043583 | 0.011979 | 0.028069 | -0.047119 | -0.044637 |
Female
| 21 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,673,071,200 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f240c4d5-ef7f-484c-9ac7-aa6d6e63e437
|
no_churn
| 0.454163 | 0 |
no_churn
| -0.024032 | -0.002928 | 0.062378 | 0.151789 | 0.061167 | 0.113578 | -0.03438 | -0.021931 |
Male
| 26 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
9 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b21c3b91-59e4-42a6-9520-c317df565c51
|
no_churn
| 0.521615 | 0 |
no_churn
| -0.01129 | -0.004443 | -0.038354 | 0.01984 | -0.173633 | 0.053916 | -0.03688 | -0.051682 |
Female
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
384394d5-311d-4fe9-8b2f-7d1d564e73ad
|
no_churn
| 0.674007 | 0 |
no_churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Male
| 49 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
79895154-cccd-4f4f-875d-14cba7c9572f
|
no_churn
| 0.114973 | 0 |
no_churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
56 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6371c04e-fa6f-4e84-9665-f7ccdb16ab34
|
no_churn
| 0.050582 | 0 |
no_churn
| -0.034419 | -0.006427 | 0.005806 | -0.021168 | -0.040669 | -0.04826 | -0.022188 | -0.0217 |
Female
| 45 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,673,071,200 |
21 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94408c79-bab1-4a37-8435-03913ec34f23
|
no_churn
| 0.122581 | 0 |
no_churn
| 0.102732 | 0.125144 | 0.057155 | 0.119998 | 0.08525 | 0.117264 | -0.007189 | -0.022713 |
Male
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1ca1c4db-f072-4f16-bce3-d27f419beddb
|
churn
| 0.477933 | 1 |
churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 73 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
647f7a45-8b3f-4232-8135-e1c60f33e621
|
no_churn
| 0.592976 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
56 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
29c81ebc-f0ee-4ea7-bcdc-cf0e493579f1
|
churn
| 0.117879 | 0 |
no_churn
| -0.07317 | -0.004423 | -0.096753 | -0.046098 | 0.034061 | 0.054295 | -0.010816 | -0.046123 |
Female
| 57 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,071,200 |
30 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
3da02771-d557-4dc4-844b-36509d910c36
|
no_churn
| 0.182429 | 0 |
no_churn
| -0.115405 | -0.005285 | -0.041763 | -0.061142 | -0.010486 | 0.053599 | -0.011571 | 0.004694 |
Male
| 30 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
53 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c120321-acea-40f1-aa15-6aafd7e1a8ce
|
no_churn
| 0.045522 | 0 |
no_churn
| -0.071674 | -0.003334 | 0.041955 | -0.128975 | 0.040669 | 0.054374 | -0.036944 | -0.055096 |
Female
| 44 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e855fd4-b042-4566-8620-fc110dc4de36
|
churn
| 0.468816 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 38 |
No
|
No
|
Retired
|
Suburban
|
Doctor
| 1,673,071,200 |
43 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
3cb97acc-829d-406a-a32c-b270fedc0a16
|
no_churn
| 0.018113 | 0 |
no_churn
| 0.099751 | 0.003861 | 0.04791 | 0.123327 | 0.07173 | -0.038659 | -0.022084 | -0.024863 |
Male
| 79 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,071,200 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d6afc0b6-5f65-4128-ab53-bf2f2c33ac0e
|
no_churn
| 0.592976 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 52 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
53 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43676a8b-8420-41f8-85fc-47331e3fae59
|
no_churn
| 0.045522 | 0 |
no_churn
| -0.071674 | -0.003334 | 0.041955 | -0.128975 | 0.040669 | 0.054374 | -0.036944 | -0.055096 |
Female
| 79 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
c95d1494-6d90-4940-85e0-e3dedc97edc1
|
no_churn
| 0.260858 | 0 |
no_churn
| -0.197263 | -0.002986 | -0.020517 | 0.004523 | -0.02756 | 0.028572 | -0.025538 | -0.028257 |
Female
| 57 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,071,200 |
39 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6ffca251-8f53-4e8a-962f-1d5aede2ee64
|
no_churn
| 0.02074 | 0 |
no_churn
| -0.013595 | -0.005853 | -0.011856 | -0.087356 | -0.012463 | -0.04985 | -0.012802 | -0.020253 |
Male
| 71 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,071,200 |
68 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
e9040b92-1ba5-4104-82f8-b24349c34fa1
|
no_churn
| 0.077343 | 0 |
no_churn
| -0.190751 | -0.003848 | -0.039776 | -0.055089 | 0.002143 | 0.04589 | -0.011324 | 0.045062 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
49 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
13b355e2-0eaa-4219-8b3c-131cf207f4c5
|
no_churn
| 0.088195 | 0 |
no_churn
| -0.076812 | -0.001174 | 0.055951 | 0.02363 | 0.040605 | 0.114176 | 0.017626 | 0.026469 |
Female
| 39 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
67 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ce7f66f3-f47c-48c2-940a-9f25300a71ab
|
churn
| 0.327862 | 1 |
churn
| -0.170318 | -0.001433 | 0.015916 | -0.008197 | 0.05367 | 0.04496 | 0.004662 | 0.061713 |
Male
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc9b5927-5964-4874-9b91-5f5a32bf80c5
|
no_churn
| 0.114973 | 0 |
no_churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Female
| 45 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
59 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f31953a-bd07-44f6-9d5b-104357fa8aad
|
no_churn
| 0.185893 | 0 |
no_churn
| -0.234705 | -0.004425 | 0.010455 | 0.005393 | -0.026825 | 0.04493 | -0.04196 | -0.02189 |
Male
| 76 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,071,200 |
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