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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
8b4aebd2-5b40-48be-956d-e014c0274056
|
no_churn
| 0.108602 | 0 |
no_churn
| 0.06922 | -0.000151 | 0.022601 | 0.040213 | 0.124882 | -0.03702 | 0.160469 | 0.106093 |
Male
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
42 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
d844b8de-dc81-4391-9864-128e4c275f47
|
churn
| 0.137473 | 0 |
no_churn
| 0.068914 | 0.000447 | -0.001131 | -0.001832 | 0.054587 | 0.024419 | 0.070326 | 0.075245 |
Male
| 38 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,948,000 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
77b172e0-15b4-4718-a2b1-d850781d993d
|
churn
| 0.054298 | 1 |
churn
| -0.112731 | -0.003493 | 0.003481 | -0.023219 | -0.036668 | -0.133371 | 0.014046 | 0.028563 |
Female
| 20 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,948,000 |
63 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
dbf70267-d867-4086-96f6-559b4c872405
|
no_churn
| 0.071073 | 0 |
no_churn
| -0.062817 | -0.001202 | -0.074391 | -0.019616 | 0.05145 | -0.116346 | 0.060683 | 0.063213 |
Male
| 37 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
66 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
e5ac037d-cee0-4fba-9cdf-82b049453651
|
no_churn
| 0.012961 | 0 |
no_churn
| -0.061588 | -0.01321 | -0.017643 | -0.013055 | -0.042321 | -0.143924 | 0.001329 | 0.021385 |
Male
| 45 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
4af2ce28-cec7-4548-95f2-55921efbc3a2
|
no_churn
| 0.004856 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Female
| 69 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,948,000 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
ed0bdc62-5bfb-4d68-a6ae-b0a40d004ebc
|
no_churn
| 0.028332 | 0 |
no_churn
| -0.095873 | -0.001997 | 0.00482 | -0.026696 | 0.016247 | -0.24385 | 0.042536 | 0.051785 |
Male
| 55 |
No
|
No
|
Retired
|
Urban
|
College
| 1,671,948,000 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
bf519d0d-4089-4914-9de3-43d54d651ae8
|
no_churn
| 0.018131 | 0 |
no_churn
| -0.095873 | -0.001997 | 0.00482 | -0.026696 | 0.016247 | -0.24385 | 0.042536 | 0.051785 |
Male
| 42 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,948,000 |
26 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
2a84eaaa-26e1-4511-bdbf-0c33444e1a45
|
no_churn
| 0.107547 | 0 |
no_churn
| -0.063399 | -0.009916 | -0.006177 | 0.005576 | 0.06248 | -0.15138 | 0.014032 | 0.069758 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
55 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
40029d23-d539-4383-a437-47ed2f70f3c7
|
churn
| 0.186998 | 1 |
churn
| -0.096303 | -0.011741 | 0.001083 | -0.065063 | 0.048075 | 0.024679 | 0.057753 | 0.072491 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
42 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
af72663d-5bb4-4e30-a9ab-b8c98f5250ec
|
churn
| 0.076455 | 0 |
no_churn
| 0.016502 | -0.001396 | -0.000255 | -0.105126 | -0.067555 | -0.009494 | 0.01028 | 0.048019 |
Male
| 51 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,948,000 |
67 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
a9729b11-463e-426b-a239-9bfeb374471c
|
no_churn
| 0.023759 | 0 |
no_churn
| -0.103621 | -0.002422 | -0.003516 | -0.017647 | 0.01991 | -0.197285 | 0.033548 | 0.042008 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f6b99449-b485-4864-81d9-b152a80eab3a
|
no_churn
| 0.007311 | 0 |
no_churn
| -0.087593 | -0.006448 | -0.009032 | -0.024568 | -0.016116 | -0.070956 | -0.016211 | -0.028101 |
Male
| 72 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1c26cf50-b285-4fd7-a344-826925e50842
|
no_churn
| 0.470148 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 52 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,948,000 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e32e4fb-504e-495b-9ade-54a312981b7d
|
no_churn
| 0.307469 | 0 |
no_churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Female
| 46 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
55 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
cf3d72da-95c6-442d-8a51-f587afcdbc7e
|
no_churn
| 0.023912 | 0 |
no_churn
| -0.051328 | -0.003152 | -0.012838 | -0.05756 | -0.018465 | -0.083116 | -0.014211 | -0.016689 |
Male
| 40 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,948,000 |
42 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
9948a2ed-c07b-4e27-8edf-c91986737d38
|
no_churn
| 0.031364 | 0 |
no_churn
| -0.00503 | 0.017707 | 0.003345 | -0.016656 | -0.013718 | -0.159658 | -0.01103 | -0.013985 |
Male
| 40 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
8b3a4bb9-89d2-4e45-a26b-2e606272037d
|
no_churn
| 0.086253 | 0 |
no_churn
| -0.039498 | -0.007018 | -0.036313 | -0.041988 | -0.033254 | -0.064756 | -0.021342 | -0.024856 |
Male
| 47 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,948,000 |
48 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
aa88257a-5845-4d3b-831a-51d6fbdabef2
|
churn
| 0.057144 | 1 |
churn
| -0.038768 | -0.004295 | -0.011108 | -0.055843 | -0.01488 | -0.046308 | -0.020487 | -0.017338 |
Female
| 51 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,948,000 |
56 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9766ad91-c2d8-40bb-862f-d0d2d5e59c3b
|
no_churn
| 0.046955 | 0 |
no_churn
| -0.024059 | -0.004096 | -0.022763 | -0.027564 | -0.081804 | -0.066363 | -0.020338 | -0.022039 |
Female
| 23 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
3 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f5ef310-07c1-41ad-8b88-9b49162df492
|
no_churn
| 0.364013 | 0 |
no_churn
| 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 |
Male
| 42 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
23 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e5a5c55-bbb8-48d2-9c28-9f503be6452c
|
no_churn
| 0.094778 | 0 |
no_churn
| -0.126434 | -0.00628 | -0.040194 | -0.046728 | 0.002406 | 0.035768 | -0.04348 | -0.034084 |
Female
| 57 |
No
|
Yes
|
Retired
|
Suburban
|
Master
| 1,671,948,000 |
10 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ae9f8742-2cf9-4ea3-a7c2-2efca8259203
|
no_churn
| 0.313181 | 0 |
no_churn
| -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 |
Male
| 76 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,948,000 |
66 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a981d261-b43c-4d66-a78b-678c89289cf5
|
churn
| 0.111998 | 1 |
churn
| 0.00018 | -0.00194 | 0.028758 | -0.014511 | -0.017909 | -0.167712 | -0.021701 | -0.015526 |
Female
| 52 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,948,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f44e6f6c-58b7-44f8-80e9-5cad61cd3f72
|
no_churn
| 0.002277 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Female
| 27 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
41 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
53198610-2237-4607-b90b-def638dfa8b0
|
no_churn
| 0.060351 | 0 |
no_churn
| -0.023736 | -0.008471 | 0.015996 | -0.064678 | 0.019115 | -0.112195 | -0.021316 | -0.03374 |
Male
| 24 |
No
|
No
|
Disabled
|
Urban
|
College
| 1,671,948,000 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bbc83b43-d442-47e9-bd6c-155dcb46f985
|
churn
| 0.6718 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 48 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
40 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
56a2bc2c-8f06-424d-9b4d-89947ff25f59
|
no_churn
| 0.112803 | 0 |
no_churn
| -0.106339 | -0.017824 | -0.031283 | -0.034498 | -0.053678 | 0.034499 | -0.037237 | -0.022665 |
Female
| 40 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ca306654-53c6-4e31-ab8c-779c39ea2f8f
|
churn
| 0.478714 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 58 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
23 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e4517a6-4d70-48a4-b9b6-ce0dd2d49996
|
no_churn
| 0.111661 | 0 |
no_churn
| -0.169545 | 0.046364 | 0.004451 | -0.058347 | -0.018756 | 0.054806 | -0.013115 | -0.034885 |
Female
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
58 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
78363455-06ba-49dd-b546-9b4e2a25981f
|
no_churn
| 0.053336 | 0 |
no_churn
| -0.069979 | -0.006847 | -0.007665 | -0.020118 | -0.019256 | -0.048652 | -0.021229 | -0.025279 |
Male
| 41 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,948,000 |
21 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
ccf5c3e8-96a2-4ab3-9bde-b64d1a87d37e
|
churn
| 0.071313 | 1 |
churn
| -0.024338 | -0.007771 | 0.014609 | -0.048243 | -0.020301 | -0.08207 | -0.029745 | -0.041166 |
Male
| 37 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
2 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
701d83a7-9081-431f-bbfc-63ffa0f30eb2
|
no_churn
| 0.853056 | 1 |
churn
| 0.262843 | -0.004901 | 0.022256 | -0.016562 | 0.0647 | 0.145844 | 0.132134 | 0.12466 |
Female
| 69 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,948,000 |
70 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
5cde0485-9e45-4c3b-b9a1-4d9d8259d365
|
churn
| 0.046857 | 0 |
no_churn
| 0.132874 | 0.007111 | 0.097361 | 0.122172 | 0.051204 | -0.076168 | 0.130929 | 0.093823 |
Male
| 25 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
a8df1a50-0e5e-4ce2-b163-834aa7f7a75c
|
no_churn
| 0.115263 | 0 |
no_churn
| -0.155012 | -0.004455 | -0.03772 | -0.0227 | 0.007526 | -0.099558 | -0.002656 | 0.049993 |
Female
| 39 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,948,000 |
60 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
7c83623b-31a0-41d7-a31a-7dbb9905f314
|
no_churn
| 0.131833 | 0 |
no_churn
| -0.063793 | -0.003136 | -0.01162 | -0.015941 | -0.063105 | -0.162165 | 0.02766 | 0.023074 |
Male
| 64 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
42 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
74b1c1b9-6b68-4c16-b580-111916d192af
|
churn
| 0.349765 | 0 |
no_churn
| -0.086838 | -0.003277 | 0.011172 | -0.057087 | -0.00972 | -0.177676 | 0.064431 | 0.059969 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
41 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
557a5241-68f8-4957-9eba-41bc67a272b8
|
churn
| 0.37802 | 1 |
churn
| 0.002213 | -0.000907 | 0.130874 | 0.045167 | 0.070459 | 0.145809 | 0.133999 | 0.12936 |
Female
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
53 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e6cbc36e-d2db-44be-baea-b2a773879679
|
no_churn
| 0.161587 | 0 |
no_churn
| -0.093022 | -0.002633 | 0.01463 | -0.005689 | 0.08733 | 0.071187 | -0.001084 | 0.085255 |
Female
| 70 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,948,000 |
30 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
939142d4-faeb-4f1d-8212-d730679c3d5b
|
no_churn
| 0.4631 | 0 |
no_churn
| -0.052238 | -0.010095 | 0.000203 | -0.034273 | -0.128182 | 0.049322 | -0.053072 | -0.030691 |
Female
| 38 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,948,000 |
32 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
0f042696-293e-4d1a-bd0f-77b12db7eb36
|
churn
| 0.581361 | 1 |
churn
| -0.08864 | -0.002134 | 0.069597 | -0.022316 | 0.06713 | 0.0919 | 0.048907 | 0.094591 |
Male
| 38 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,948,000 |
71 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
82607abb-9eb9-48ff-a8e2-ae8b2d636675
|
churn
| 0.315798 | 1 |
churn
| -0.185613 | -0.002979 | 0.005149 | -0.064443 | 0.032966 | -0.103886 | 0.03525 | 0.052808 |
Male
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
63 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
41da35b1-68ea-4cb8-b3a3-26d37f733444
|
no_churn
| 0.078439 | 0 |
no_churn
| -0.135714 | -0.002264 | -0.020569 | -0.025844 | 0.008129 | -0.129988 | 0.014182 | 0.023042 |
Male
| 61 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,671,948,000 |
47 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
8134c7e0-1ac4-4f56-9db0-9601918a4867
|
churn
| 0.324959 | 1 |
churn
| -0.04875 | -0.003998 | 0.024998 | 0.040365 | -0.018944 | -0.241318 | -0.038206 | 0.056827 |
Female
| 76 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
40 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
a6bb2a69-cc11-49b9-881c-351eb9c7f09d
|
no_churn
| 0.166222 | 0 |
no_churn
| 0.025706 | 0.000585 | 0.020786 | 0.049427 | 0.038626 | 0.012445 | 0.093123 | 0.100276 |
Female
| 78 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
54 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
4f29a205-88d1-479a-8a99-b910ca256fd9
|
churn
| 0.442952 | 1 |
churn
| -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 |
Male
| 21 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
64 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
d84f511f-f0f0-4931-bbf0-b904724108ea
|
no_churn
| 0.066089 | 0 |
no_churn
| -0.164859 | -0.003414 | -0.002343 | 0.030287 | -0.026577 | -0.114507 | 0.015512 | 0.016873 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
23 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7abc8bc1-8954-4cf9-b0db-3c4b981cd7b1
|
no_churn
| 0.107685 | 0 |
no_churn
| -0.189144 | -0.009724 | -0.116661 | 0.043 | -0.004063 | 0.047558 | -0.026026 | -0.013966 |
Male
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
40 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e84f0b6-0dd4-4501-8451-7ad0016ba52e
|
churn
| 0.389581 | 1 |
churn
| -0.131485 | -0.010516 | 0.026307 | 0.087243 | -0.081392 | 0.025516 | -0.031374 | -0.016281 |
Male
| 38 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
56 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf747a5b-b617-4b9c-aeb8-27a7d09d9707
|
no_churn
| 0.196844 | 0 |
no_churn
| -0.175056 | -0.00355 | -0.112115 | 0.001653 | 0.044002 | 0.044287 | -0.033891 | -0.02531 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
b8cb2b0b-991f-4083-bf11-7fef50758f6b
|
no_churn
| 0.025976 | 0 |
no_churn
| -0.078758 | -0.002687 | -0.006924 | 0.044414 | -0.010281 | -0.145579 | -0.024555 | -0.044655 |
Male
| 77 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
57 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fca28022-cc0e-4477-bf0a-6909d212a757
|
no_churn
| 0.124898 | 0 |
no_churn
| -0.122067 | -0.007106 | -0.00783 | 0.027096 | -0.144709 | 0.022269 | -0.020586 | -0.016092 |
Male
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
69 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
746d2b5b-5daf-4a3f-af6e-91ba9261cd24
|
no_churn
| 0.069828 | 0 |
no_churn
| -0.11843 | -0.003139 | 0.012652 | 0.031518 | -0.027469 | -0.110121 | -0.021612 | -0.032425 |
Female
| 60 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,948,000 |
58 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f573cf3b-b112-499f-a9cd-936da18fbf92
|
no_churn
| 0.055426 | 0 |
no_churn
| -0.135029 | -0.003722 | 0.005967 | 0.0305 | -0.022609 | -0.076225 | -0.033939 | -0.033968 |
Male
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
33 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
626f5fd7-71b9-47c3-962b-ed619cf3b554
|
no_churn
| 0.105703 | 0 |
no_churn
| 0.00085 | 0.001023 | 0.034659 | 0.060677 | 0.129138 | -0.051314 | 0.097625 | 0.098315 |
Male
| 60 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,948,000 |
32 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5a049016-7402-4495-ae55-cea84dfdf1b0
|
no_churn
| 0.23308 | 0 |
no_churn
| -0.096083 | -0.002532 | -0.063925 | 0.04053 | 0.021901 | 0.079212 | -0.018704 | 0.047717 |
Male
| 23 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
70 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
2692ab03-c54f-4d25-9800-6a9df34083a7
|
no_churn
| 0.020879 | 0 |
no_churn
| -0.063024 | -0.003377 | -0.030395 | -0.022685 | -0.04593 | -0.132181 | 0.016926 | 0.02164 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
18 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
32172e2b-ff53-4a1d-859f-5846316ef350
|
churn
| 0.257295 | 1 |
churn
| -0.030056 | -0.013002 | -0.02906 | 0.026508 | -0.09285 | 0.071885 | 0.09616 | 0.04739 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
0bf013e9-86c1-400c-8ede-0ec503ae9d7c
|
churn
| 0.813198 | 1 |
churn
| 0.316331 | 0.06002 | 0.022046 | -0.004044 | 0.011452 | 0.18005 | 0.085275 | 0.059845 |
Female
| 32 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,948,000 |
59 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
72fd70d3-de29-4554-9721-1184cb5209b6
|
churn
| 0.316369 | 1 |
churn
| -0.054142 | 0.02677 | 0.035203 | 0.033995 | 0.003764 | 0.107237 | 0.090511 | 0.077636 |
Male
| 77 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,948,000 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
ab5e1ffb-4aa2-419b-b94e-ef496e2b5459
|
no_churn
| 0.171799 | 0 |
no_churn
| -0.086654 | -0.001339 | 0.033874 | -0.017239 | -0.036597 | -0.053299 | 0.072808 | 0.059421 |
Male
| 20 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
43 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f95f18ff-fc1f-446f-818a-e23191987c55
|
no_churn
| 0.100204 | 0 |
no_churn
| -0.154981 | -0.007415 | -0.037248 | -0.076489 | 0.009738 | 0.053246 | 0.020851 | 0.053272 |
Female
| 20 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,948,000 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
b9253d0d-8485-4cb2-8108-b86a51fa2836
|
churn
| 0.018246 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Female
| 61 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
19 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
3b84bbf2-a857-4900-9f80-ab4c419198d6
|
no_churn
| 0.461385 | 0 |
no_churn
| -0.011115 | -0.010065 | -0.003222 | -0.113272 | 0.058006 | 0.076962 | 0.054525 | 0.077656 |
Male
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
68 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
bf002af7-f730-474f-8c7b-b7832caa062d
|
no_churn
| 0.101204 | 0 |
no_churn
| -0.054124 | -0.040282 | 0.018848 | 0.049068 | 0.067352 | -0.021752 | 0.055558 | 0.066306 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
59 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
34969728-fc89-4285-9f40-bb898c0ec1c2
|
no_churn
| 0.106991 | 0 |
no_churn
| -0.058503 | -0.001861 | -0.087682 | 0.017772 | 0.06092 | -0.128968 | 0.026701 | 0.067595 |
Female
| 72 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
24 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
aefbd040-ecf4-4fd1-896f-1f0797b4a9bb
|
no_churn
| 0.525674 | 1 |
churn
| 0.041208 | 0.140656 | 0.063238 | 0.047974 | -0.024609 | 0.122663 | 0.056755 | 0.043089 |
Female
| 69 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,948,000 |
61 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
6dbcd544-4a98-4669-a49c-22b53c11757a
|
no_churn
| 0.187549 | 0 |
no_churn
| -0.04324 | -0.000599 | -0.029567 | 0.027159 | 0.085205 | -0.098797 | 0.058306 | 0.078006 |
Male
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
28 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
23edb6b4-10f7-4b4e-ab33-49993166964a
|
no_churn
| 0.108066 | 0 |
no_churn
| -0.098308 | 0.003918 | -0.004114 | -0.027546 | -0.098645 | -0.090525 | 0.021263 | 0.03493 |
Male
| 25 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
7074f0fb-adf5-4dba-983a-9657d9d1b5ee
|
churn
| 0.481381 | 1 |
churn
| 0.080015 | -0.003362 | -0.093236 | -0.061107 | 0.053074 | 0.086061 | -0.033167 | 0.061863 |
Male
| 23 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,948,000 |
48 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
1174723a-b020-4286-8569-2e7d9c660ae3
|
no_churn
| 0.020146 | 0 |
no_churn
| -0.062445 | -0.003193 | -0.014092 | -0.025904 | -0.062688 | -0.158036 | 0.028494 | 0.028837 |
Male
| 66 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,948,000 |
49 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
2d3fa830-c0e9-4a63-ac7f-a5f154d8d047
|
no_churn
| 0.010282 | 0 |
no_churn
| -0.061446 | -0.003377 | -0.01964 | -0.032449 | -0.029723 | -0.093144 | -0.013376 | -0.015872 |
Male
| 79 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c30471c5-d94c-48ac-aec7-81be74e23e39
|
churn
| 0.681011 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 35 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,948,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ab61a025-f326-4fa0-a420-8d49f75fe53c
|
no_churn
| 0.255836 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 59 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,671,948,000 |
68 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b50cc7b-d9a9-41ab-bd0c-14c05d0c0cad
|
no_churn
| 0.052362 | 0 |
no_churn
| -0.114526 | -0.002158 | 0.029878 | 0.022158 | 0.054087 | 0.072311 | -0.035068 | -0.041709 |
Female
| 77 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,948,000 |
35 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f7dc90fb-dd19-47f7-8993-d45ad1c32fa3
|
no_churn
| 0.010266 | 0 |
no_churn
| -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 |
Female
| 37 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,948,000 |
63 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
2230dbfa-eb4f-40bc-bf1c-6a65238cb8cd
|
no_churn
| 0.013954 | 0 |
no_churn
| -0.069231 | -0.004834 | -0.023291 | -0.021656 | 0.002951 | -0.081086 | -0.036402 | -0.035477 |
Male
| 34 |
Yes
|
No
|
Medical Leave
|
Rural
|
High School or Below
| 1,671,948,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d9662269-24e2-44ed-9ffc-19f5b47a27e5
|
no_churn
| 0.120656 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
29 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
11e5064a-b9f2-4d85-b2c3-ea68efc4a078
|
no_churn
| 0.312647 | 0 |
no_churn
| -0.0678 | -0.01516 | -0.018134 | -0.06022 | -0.055897 | 0.037969 | -0.033056 | -0.036728 |
Male
| 50 |
Yes
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,671,948,000 |
23 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8d60b6da-d005-41a7-b523-d4cffa85737e
|
no_churn
| 0.009241 | 0 |
no_churn
| -0.039407 | -0.005814 | 0.016089 | -0.039903 | 0.008114 | -0.128615 | -0.039157 | -0.040332 |
Female
| 25 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
54e18eb7-6d67-4262-8830-d3380e1a3036
|
no_churn
| 0.374212 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 54 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,948,000 |
53 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
24138821-8f1a-4de5-b7df-31759317376e
|
no_churn
| 0.035922 | 0 |
no_churn
| -0.041599 | -0.003285 | -0.016755 | -0.008789 | -0.094988 | -0.041773 | -0.023188 | -0.038648 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
52 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
7d2f0e2a-e837-4bea-b1f9-a3268ee1017e
|
no_churn
| 0.072758 | 0 |
no_churn
| -0.090489 | 0.016985 | 0.014162 | -0.072759 | 0.012913 | -0.066874 | -0.037223 | -0.045741 |
Female
| 60 |
No
|
No
|
Disabled
|
Rural
|
High School or Below
| 1,671,948,000 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9afc9f0a-ec51-4797-81bd-e10453a3bdd9
|
churn
| 0.591543 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
62 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
206e8104-c315-4da7-a529-ce2dae3ee649
|
no_churn
| 0.010621 | 0 |
no_churn
| -0.063108 | -0.00368 | -0.010492 | -0.029893 | -0.022386 | -0.10885 | -0.013491 | -0.017128 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
2356c9d8-25df-4171-a874-7028bb159631
|
no_churn
| 0.018554 | 0 |
no_churn
| -0.043949 | -0.003987 | -0.009448 | -0.042047 | -0.036304 | -0.072664 | -0.022566 | -0.03806 |
Female
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c88d2d95-4c13-4b2a-bc24-f5ea12457ae8
|
no_churn
| 0.001754 | 0 |
no_churn
| -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
69 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
2ef64c14-2ace-4fac-acce-a76a3980a35a
|
no_churn
| 0.007469 | 0 |
no_churn
| -0.038755 | -0.002846 | -0.015585 | -0.016786 | -0.013453 | -0.145174 | -0.012878 | -0.023548 |
Female
| 20 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,948,000 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
599b182c-8247-4dcd-9c36-5f7344869f50
|
no_churn
| 0.005259 | 0 |
no_churn
| -0.063452 | -0.00341 | 0.009992 | -0.019203 | 0.00886 | -0.166229 | -0.017367 | -0.018219 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5fc497b6-15cd-4cf9-800d-dd8dac812ac2
|
no_churn
| 0.031947 | 0 |
no_churn
| -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 |
Male
| 65 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a86fcec6-f081-44ea-8336-839235e42b67
|
no_churn
| 0.283832 | 0 |
no_churn
| -0.049581 | -0.009321 | -0.017576 | -0.097073 | -0.037958 | 0.046631 | -0.052693 | -0.039585 |
Male
| 73 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,948,000 |
22 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7a8247e7-a601-4b24-b9b6-c287625c34dd
|
no_churn
| 0.010034 | 0 |
no_churn
| -0.021188 | -0.002879 | 0.014791 | -0.04319 | -0.005006 | -0.132926 | -0.032327 | -0.035635 |
Female
| 63 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
14 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3be24762-0cbc-4670-a423-c834bcb00565
|
no_churn
| 0.325534 | 0 |
no_churn
| -0.119022 | 0.063893 | 0.018578 | -0.094935 | -0.056144 | 0.058615 | -0.016892 | -0.036453 |
Female
| 64 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,948,000 |
46 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10c5197e-f8f5-4ce3-899c-1290c1faf171
|
no_churn
| 0.161945 | 0 |
no_churn
| -0.108612 | -0.006323 | 0.008706 | -0.046251 | -0.081489 | 0.032538 | -0.040032 | -0.020897 |
Male
| 34 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,948,000 |
66 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
f8c92c54-5a36-401e-bea1-fa6a1a651007
|
no_churn
| 0.01979 | 0 |
no_churn
| -0.050267 | -0.004594 | -0.026969 | -0.022538 | 0.001415 | -0.094567 | -0.038184 | -0.033322 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
30 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
31abd6f4-d56b-45ca-ba55-3bef93315d86
|
no_churn
| 0.006357 | 0 |
no_churn
| 0.009573 | -0.00543 | -0.012005 | 0.002722 | 0.01839 | -0.206566 | -0.034148 | -0.041561 |
Female
| 65 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
18 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ea368e87-a11b-4bc1-9e23-8b26e0a3b4cb
|
no_churn
| 0.099608 | 0 |
no_churn
| -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 |
Male
| 42 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,671,948,000 |
67 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9d3890a9-b8db-4720-9e99-fa11c4e1d61a
|
no_churn
| 0.010188 | 0 |
no_churn
| -0.057532 | -0.003515 | 0.002799 | -0.031321 | -0.000221 | -0.120897 | -0.024906 | -0.033435 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
72 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f3949214-9ad4-44ef-a818-471588d1ce28
|
no_churn
| 0.004151 | 0 |
no_churn
| -0.063191 | -0.003443 | -0.011658 | -0.018819 | -0.01579 | -0.131201 | -0.01156 | -0.013364 |
Female
| 20 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
44 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
d26fad33-5a2e-4665-8758-b1d891e9a0b0
|
no_churn
| 0.022503 | 0 |
no_churn
| -0.073553 | -0.005508 | -0.017422 | -0.026387 | -0.011084 | -0.061144 | -0.034108 | -0.039821 |
Male
| 39 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
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