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
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| 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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a2723d98-77f6-4c41-8270-325ad72eb4ea
|
no_churn
| 0.259457 | 0 |
no_churn
| -0.276684 | -0.003898 | 0.025964 | -0.045927 | 0.017261 | 0.032966 | -0.020202 | 0.001493 |
Male
| 34 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
15 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6fe7aa1f-9ccb-4a6a-aab3-cbb17f49d37a
|
churn
| 0.157854 | 1 |
churn
| 0.193083 | -0.007261 | 0.106359 | 0.060902 | -0.077051 | 0.115182 | 0.008062 | 0.007603 |
Female
| 60 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,207,200 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f49d2628-91a1-43c3-9f0d-7a60aabf7dae
|
no_churn
| 0.263623 | 0 |
no_churn
| -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 |
Female
| 35 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5949e2e-c54f-4986-ab32-3847aa492aa6
|
no_churn
| 0.103797 | 0 |
no_churn
| 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
65 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
0b106078-a641-498e-ab2c-f48c995ba708
|
no_churn
| 0.122136 | 0 |
no_churn
| -0.10446 | -0.001181 | -0.026881 | -0.001467 | 0.016475 | -0.220725 | 0.033658 | 0.045556 |
Female
| 26 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,207,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
2cb219fb-0aba-4787-bd3a-cbb3a5023cd3
|
no_churn
| 0.105263 | 0 |
no_churn
| -0.005542 | -0.00086 | 0.075334 | 0.09784 | 0.046201 | -0.034255 | 0.118652 | 0.078604 |
Female
| 60 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,207,200 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
cbec1419-35d9-41b6-9445-6ea1990bd306
|
churn
| 0.603183 | 1 |
churn
| -0.020229 | -0.004043 | 0.033956 | 0.068164 | 0.039204 | 0.057875 | 0.058323 | 0.063411 |
Male
| 34 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,207,200 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
13898c2d-436a-4258-9933-2e1783fc422d
|
churn
| 0.664735 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b7e2501-d958-4cf6-a18f-4d61a93e49d9
|
churn
| 0.491359 | 1 |
churn
| 0.030882 | -0.001331 | 0.04395 | 0.134151 | 0.043117 | 0.12672 | -0.00966 | -0.017157 |
Female
| 43 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,207,200 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
ae3537a6-8ce1-4a2b-b2eb-0f0c2e59f1f6
|
no_churn
| 0.021132 | 0 |
no_churn
| -0.081749 | -0.003652 | 0.003658 | -0.066664 | -0.039266 | -0.126838 | 0.017731 | 0.027753 |
Male
| 60 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,207,200 |
5 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6a91b85f-1c14-4d11-a16a-be04805cc320
|
no_churn
| 0.2515 | 0 |
no_churn
| 0.12293 | -0.011953 | 0.037941 | -0.036081 | -0.111749 | 0.079813 | -0.023867 | -0.011107 |
Male
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
1c980d69-4771-4d39-bdd7-7c4cb4d4bb85
|
no_churn
| 0.018382 | 0 |
no_churn
| -0.023867 | -0.001683 | 0.078264 | 0.092355 | 0.086899 | -0.018963 | 0.07666 | 0.083998 |
Female
| 71 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,207,200 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
29b04550-81a7-4f70-81ee-3778958beb85
|
churn
| 0.491359 | 1 |
churn
| 0.030882 | -0.001331 | 0.04395 | 0.134151 | 0.043117 | 0.12672 | -0.00966 | -0.017157 |
Male
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
40 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c3fccd02-a9dd-4f05-ab8b-e0d7c0c284c6
|
no_churn
| 0.121887 | 0 |
no_churn
| -0.093009 | -0.007801 | -0.011693 | 0.029993 | -0.01689 | -0.127085 | -0.012076 | -0.020466 |
Female
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,207,200 |
54 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
e109e7ad-dc0d-4236-8577-a389d706873c
|
no_churn
| 0.029534 | 0 |
no_churn
| -0.063194 | 0.016432 | 0.001417 | -0.004589 | 0.026064 | -0.136081 | -0.021048 | -0.038027 |
Female
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
c7d9c8db-df66-47d8-869a-1d90028e95dc
|
no_churn
| 0.661182 | 0 |
no_churn
| -0.078532 | -0.004572 | -0.034881 | -0.084526 | -0.019656 | 0.081436 | -0.08475 | 0.023122 |
Male
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
44 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e1bb7b91-85a5-4885-bb10-04a7b9fd3e55
|
no_churn
| 0.53495 | 0 |
no_churn
| -0.148574 | -0.002951 | 0.077666 | 0.058589 | 0.023219 | 0.083236 | -0.022541 | -0.034882 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f9c652e3-0c4e-4529-a82c-72e260ef9983
|
churn
| 0.476879 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 57 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
59 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
3df4753f-01da-4ac0-b3f2-e756de4a5c20
|
no_churn
| 0.028182 | 0 |
no_churn
| -0.065508 | -0.004419 | 0.000615 | -0.033274 | -0.036719 | -0.085873 | -0.022046 | -0.021803 |
Female
| 56 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,207,200 |
20 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e25b5c99-d6ea-4ee3-a680-ac25eb9deaf9
|
churn
| 0.48837 | 1 |
churn
| -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 |
Female
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
67 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
b9816df5-601b-49d6-ada1-9a251c16720d
|
no_churn
| 0.195266 | 0 |
no_churn
| -0.099276 | -0.002559 | -0.038188 | -0.023882 | 0.024817 | -0.137118 | 0.044675 | 0.052504 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0758ad32-c7eb-4c68-b087-ab3a08bed8c4
|
churn
| 0.073467 | 0 |
no_churn
| -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 |
Female
| 30 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
41 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
82dff2da-49f6-410a-9949-6d1feac53ea1
|
no_churn
| 0.093635 | 0 |
no_churn
| -0.043776 | -0.004813 | -0.00051 | -0.07115 | -0.019787 | -0.065496 | -0.019596 | -0.043897 |
Male
| 75 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
18 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
bc535033-24cf-4a98-8f43-74a2ea8ce492
|
no_churn
| 0.038392 | 0 |
no_churn
| -0.063751 | -0.003759 | -0.014034 | -0.016929 | -0.014319 | -0.049022 | -0.027309 | -0.053903 |
Male
| 40 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,207,200 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
62c0bcb9-28ff-4f34-bfb3-9ad806f58a6e
|
churn
| 0.655434 | 1 |
churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Male
| 38 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
209b21ab-aea7-4d90-af9c-b9a96404f1b0
|
churn
| 0.625859 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 59 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
18 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e0acb660-aebb-47de-9adf-cc92a668b80f
|
no_churn
| 0.166021 | 0 |
no_churn
| 0.037796 | -0.004469 | 0.032004 | 0.06329 | 0.066394 | 0.085047 | -0.026425 | -0.009303 |
Male
| 64 |
Yes
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,207,200 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a15ce138-efc4-4109-9af3-93f7673ee031
|
churn
| 0.073467 | 0 |
no_churn
| -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 |
Female
| 28 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,207,200 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d68df2d-390d-4780-aacf-3fbb9d4a9a51
|
no_churn
| 0.285666 | 0 |
no_churn
| 0.022432 | -0.003252 | 0.001912 | -0.03146 | -0.074836 | 0.066494 | -0.017977 | -0.014836 |
Female
| 47 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
37 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
b17632f0-c315-4f22-882a-6aff2ea10664
|
no_churn
| 0.300246 | 0 |
no_churn
| -0.121814 | 0.010586 | -0.019557 | -0.049901 | 0.028841 | 0.049221 | 0.014877 | 0.035388 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
70 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
1654c7c1-8e0f-47e4-b1b0-73b60f598f3b
|
no_churn
| 0.019845 | 0 |
no_churn
| -0.120138 | -0.007824 | -0.007375 | -0.000664 | 0.034125 | -0.182334 | 0.039477 | 0.043707 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
5 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8489e7d7-3bf6-4541-a03f-603cb51be368
|
no_churn
| 0.2515 | 0 |
no_churn
| 0.12293 | -0.011953 | 0.037941 | -0.036081 | -0.111749 | 0.079813 | -0.023867 | -0.011107 |
Female
| 65 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,207,200 |
17 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
e00003de-2bf6-40c3-be78-4e1c8db61348
|
no_churn
| 0.030547 | 0 |
no_churn
| 0.042999 | -0.005021 | -0.043885 | -0.022749 | -0.001184 | -0.175128 | -0.035565 | -0.028494 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
398bba6a-3eb5-4702-8961-30e94042196e
|
churn
| 0.161767 | 1 |
churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Female
| 63 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
19dd7487-8f4c-4610-8afd-53f92e90ff6a
|
churn
| 0.235132 | 0 |
no_churn
| -0.003066 | -0.003942 | 0.019707 | -0.003626 | 0.062672 | -0.138715 | 0.105049 | 0.102894 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
32 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
aca8300c-d77f-45c9-aa82-af4c6759f435
|
no_churn
| 0.158699 | 0 |
no_churn
| 0.245697 | 0.001455 | 0.034942 | 0.193066 | 0.135045 | 0.018032 | 0.023748 | -0.001011 |
Female
| 66 |
Yes
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,672,207,200 |
2 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf180649-d700-457c-8404-c650afe849ca
|
no_churn
| 0.177279 | 0 |
no_churn
| 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
38 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
998c3e22-467d-4504-aff1-c24885445575
|
no_churn
| 0.008693 | 0 |
no_churn
| -0.019178 | -0.003711 | 0.001998 | -0.070588 | 0.014074 | -0.125871 | -0.025045 | -0.040705 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
e01bfe42-786a-4994-b02d-2bfdea6eff7a
|
no_churn
| 0.008456 | 0 |
no_churn
| -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 |
Female
| 77 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
acf28a13-ecdc-4ef8-ae16-227db11210df
|
no_churn
| 0.021132 | 0 |
no_churn
| -0.081749 | -0.003652 | 0.003658 | -0.066664 | -0.039266 | -0.126838 | 0.017731 | 0.027753 |
Male
| 34 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,207,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34d1f0a2-da21-436a-9684-ec8689312a50
|
no_churn
| 0.451417 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 56 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,207,200 |
37 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
52beb761-fc78-4400-8a93-3fcc6ce2a2e7
|
no_churn
| 0.300246 | 0 |
no_churn
| -0.121814 | 0.010586 | -0.019557 | -0.049901 | 0.028841 | 0.049221 | 0.014877 | 0.035388 |
Female
| 28 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,207,200 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
eed04119-8153-42ec-a1fc-3823d5963fe7
|
no_churn
| 0.221707 | 0 |
no_churn
| -0.020371 | -0.004471 | 0.004944 | 0.041826 | -0.029959 | -0.185803 | -0.024977 | -0.050215 |
Male
| 39 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,207,200 |
41 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
20424ffe-d53b-4741-a5f9-73745503c45f
|
no_churn
| 0.093635 | 0 |
no_churn
| -0.043776 | -0.004813 | -0.00051 | -0.07115 | -0.019787 | -0.065496 | -0.019596 | -0.043897 |
Female
| 58 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,207,200 |
7 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f8885682-b446-4b3f-bf0a-8f480769bc7d
|
churn
| 0.774294 | 1 |
churn
| 0.128592 | -0.00084 | 0.121351 | 0.072435 | 0.09439 | 0.134297 | 0.058851 | 0.121897 |
Male
| 80 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
70 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
369bb538-06f8-4003-a1e3-5399ab215a7b
|
no_churn
| 0.017194 | 0 |
no_churn
| -0.06272 | -0.002312 | -0.032582 | -0.021476 | -0.036375 | -0.14669 | 0.007332 | 0.025797 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a9892116-4b76-48a6-a933-eea8918ddea1
|
no_churn
| 0.821839 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 78 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,207,200 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
a1cb48b3-a800-4221-a524-b0e24b7cd0a0
|
no_churn
| 0.021132 | 0 |
no_churn
| -0.081749 | -0.003652 | 0.003658 | -0.066664 | -0.039266 | -0.126838 | 0.017731 | 0.027753 |
Female
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
49 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b7639921-d309-4c1b-9f03-9fdc496c5302
|
churn
| 0.515012 | 1 |
churn
| 0.05414 | -0.001758 | 0.157997 | 0.100836 | 0.053826 | 0.142935 | 0.152577 | 0.07042 |
Male
| 53 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,207,200 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
91adf61d-6c35-4d28-9344-36d3a58ad4e0
|
churn
| 0.477462 | 1 |
churn
| -0.094486 | 0.038474 | 0.014412 | -0.103329 | -0.016042 | 0.045004 | 0.067918 | 0.009023 |
Female
| 72 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,207,200 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
bbd84f55-561b-4bf8-908e-ffc12366e5dc
|
churn
| 0.606871 | 1 |
churn
| 0.102516 | -0.004564 | 0.019903 | -0.014732 | 0.081907 | 0.119982 | 0.058602 | 0.007956 |
Female
| 34 |
Yes
|
No
|
Retired
|
Rural
|
College
| 1,672,207,200 |
29 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1646fdb8-85a3-4174-abfc-206fcf703534
|
no_churn
| 0.431964 | 0 |
no_churn
| -0.061684 | -0.00402 | -0.042809 | 0.115052 | -0.042702 | 0.071527 | -0.032012 | -0.035348 |
Female
| 23 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,207,200 |
43 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
a5b14b78-a1d6-4f9e-ac4f-5d4ca7c05d38
|
no_churn
| 0.062738 | 0 |
no_churn
| 0.012811 | -0.000517 | -0.063913 | 0.037099 | 0.091879 | -0.098321 | 0.072743 | 0.079193 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
54 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
466c37c4-f5c7-45c8-8527-c35f9fba4b11
|
no_churn
| 0.245666 | 0 |
no_churn
| -0.176573 | -0.012314 | -0.026297 | 0.006416 | -0.012906 | 0.036439 | -0.037323 | -0.044467 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
35 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d720e0f0-4f71-40e3-b75b-bc9b92ee383e
|
no_churn
| 0.011026 | 0 |
no_churn
| -0.051132 | -0.00374 | 0.005224 | -0.03565 | -0.033856 | -0.115555 | -0.014527 | -0.01979 |
Female
| 62 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3cac3b6-f42f-4286-b38b-7ced16cd6ad4
|
churn
| 0.677125 | 1 |
churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Male
| 60 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,207,200 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
4de5fba3-4d85-4898-9df0-71d9597dec0c
|
churn
| 0.788275 | 1 |
churn
| 0.063445 | -0.002287 | -0.021486 | -0.134733 | 0.048792 | 0.123842 | 0.103273 | 0.119115 |
Female
| 67 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,207,200 |
37 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
99a52cde-2ec9-4734-a1d8-34bf89450342
|
no_churn
| 0.300246 | 0 |
no_churn
| -0.121814 | 0.010586 | -0.019557 | -0.049901 | 0.028841 | 0.049221 | 0.014877 | 0.035388 |
Female
| 26 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,207,200 |
55 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
2ff8dc5b-f341-48a5-b7bf-39f4b4f72db8
|
no_churn
| 0.031937 | 0 |
no_churn
| -0.020759 | -0.003163 | -0.00984 | 0.00046 | 0.002109 | -0.118273 | -0.025137 | -0.050089 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30bd50dd-7b32-46be-a537-3a8b4ac71f6e
|
no_churn
| 0.074365 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Male
| 20 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,207,200 |
65 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f86d0f3e-7854-45d4-95d1-17ce7769441c
|
no_churn
| 0.006036 | 0 |
no_churn
| -0.040156 | -0.002329 | -0.00594 | -0.019792 | -0.011382 | -0.143063 | -0.013289 | -0.033076 |
Female
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
7ae7ee01-2ec9-4313-b181-228663078ee4
|
churn
| 0.477462 | 1 |
churn
| -0.094486 | 0.038474 | 0.014412 | -0.103329 | -0.016042 | 0.045004 | 0.067918 | 0.009023 |
Female
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
28 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
31f2e168-3b93-4c51-bc6a-ef6b4588d640
|
no_churn
| 0.27323 | 0 |
no_churn
| -0.028152 | -0.001596 | -0.048724 | -0.124021 | 0.075287 | -0.169645 | 0.075394 | 0.08243 |
Male
| 71 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f8de8287-34db-4708-a327-3036becc01f8
|
no_churn
| 0.299386 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
42 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
341ee460-d52b-4531-bacc-61dcd87dee7e
|
no_churn
| 0.020312 | 0 |
no_churn
| -0.011701 | -0.00394 | 0.009863 | -0.024807 | 0.019744 | -0.190122 | -0.026881 | -0.031182 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
50 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35baddfe-f8b0-434b-b65c-314f010b37e9
|
no_churn
| 0.51909 | 1 |
churn
| 0.072835 | 0.000405 | 0.088634 | 0.110778 | 0.116363 | 0.142153 | 0.000232 | 0.015236 |
Male
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
65 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
27e9cebb-bc0b-4159-90b2-fbf0539a169b
|
no_churn
| 0.16266 | 0 |
no_churn
| -0.083406 | -0.002108 | 0.010737 | -0.058409 | -0.08137 | -0.088718 | 0.037152 | 0.033763 |
Male
| 30 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
8 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97fd7eb4-9c36-45de-b38d-8ec10da7ecf2
|
no_churn
| 0.218927 | 0 |
no_churn
| 0.039831 | -0.013864 | 0.031138 | -0.021994 | -0.007479 | 0.055944 | -0.046644 | -0.039957 |
Female
| 38 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,207,200 |
8 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5df4411c-d33b-4e6e-b7ea-813371e826bd
|
no_churn
| 0.218927 | 0 |
no_churn
| 0.039831 | -0.013864 | 0.031138 | -0.021994 | -0.007479 | 0.055944 | -0.046644 | -0.039957 |
Female
| 37 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,207,200 |
32 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
04866d3f-5592-43ce-8057-a258fe0654ca
|
no_churn
| 0.158699 | 0 |
no_churn
| 0.245697 | 0.001455 | 0.034942 | 0.193066 | 0.135045 | 0.018032 | 0.023748 | -0.001011 |
Male
| 54 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
47 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
caa53aa5-4f25-4f59-bcb9-f4b56932fd9b
|
no_churn
| 0.207493 | 0 |
no_churn
| -0.059453 | -0.002465 | -0.017581 | -0.008002 | 0.030227 | -0.079268 | 0.022382 | 0.065135 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
47 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
db088f76-b8cb-4648-8d05-d9231a9d4c36
|
no_churn
| 0.007359 | 0 |
no_churn
| -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
35 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d1fac321-4c62-4c83-89cc-25c5f7180738
|
no_churn
| 0.139025 | 0 |
no_churn
| -0.068655 | -0.000994 | -0.035419 | 0.110595 | 0.140084 | 0.045035 | 0.04861 | 0.024217 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,207,200 |
72 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
449bcf8a-ff3b-4b44-b7ea-bddbe5aa7524
|
no_churn
| 0.017116 | 0 |
no_churn
| -0.149279 | -0.002464 | 0.002065 | -0.013213 | 0.019094 | -0.218137 | 0.040921 | 0.051988 |
Male
| 50 |
Yes
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,207,200 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e069b582-26bd-4dfb-a432-90221f77daca
|
no_churn
| 0.009668 | 0 |
no_churn
| -0.07432 | -0.003366 | 0.009526 | -0.026539 | -0.036325 | -0.147122 | -0.00566 | 0.014779 |
Male
| 75 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
59a728c8-26fe-4bed-89e6-0b95c0177bb3
|
churn
| 0.342279 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 58 |
Yes
|
No
|
Retired
|
Suburban
|
College
| 1,672,207,200 |
2 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ce4b67a0-65dd-4b33-a244-1abd76860725
|
no_churn
| 0.177279 | 0 |
no_churn
| 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 |
Male
| 30 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
a03260b8-e865-45f8-8f32-87f46ff25392
|
no_churn
| 0.026933 | 0 |
no_churn
| -0.021636 | -0.001191 | 0.017111 | -0.007899 | -0.079903 | -0.146561 | -0.017934 | -0.011013 |
Male
| 28 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,207,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d9b0a57c-48d0-494b-afe3-71751a280135
|
churn
| 0.86904 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 74 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,207,200 |
47 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
a1bd9b61-c43c-45fe-b5f9-02270037865c
|
no_churn
| 0.279064 | 0 |
no_churn
| -0.127163 | -0.003619 | -0.034482 | 0.030319 | -0.090762 | -0.088532 | 0.006958 | 0.038255 |
Male
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
8 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aaa7c737-805d-498c-a02e-ff8a01e83e43
|
no_churn
| 0.218927 | 0 |
no_churn
| 0.039831 | -0.013864 | 0.031138 | -0.021994 | -0.007479 | 0.055944 | -0.046644 | -0.039957 |
Male
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,207,200 |
14 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c087f376-47c2-42a5-8a87-150cb7bcbf23
|
no_churn
| 0.204157 | 0 |
no_churn
| -0.060359 | -0.015251 | -0.08469 | -0.038009 | -0.03922 | 0.045539 | -0.028431 | -0.048606 |
Male
| 80 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,207,200 |
49 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
221a0c18-4ac6-4643-a2d7-58eed341969e
|
no_churn
| 0.031586 | 0 |
no_churn
| -0.048755 | 0.023152 | -0.001667 | -0.022498 | -0.03897 | -0.174713 | 0.043639 | 0.030786 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
43 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
683d2a07-cd0e-4f4d-8531-70d566217e8a
|
no_churn
| 0.116234 | 0 |
no_churn
| -0.048848 | -0.000147 | 0.067227 | 0.024276 | 0.109482 | 0.027852 | 0.141307 | 0.095825 |
Female
| 64 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,293,600 |
72 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
b5c4bb5f-9bf5-456c-bc3a-2ff08a367d15
|
no_churn
| 0.019503 | 0 |
no_churn
| -0.14133 | -0.001041 | -0.005561 | -0.004729 | 0.021327 | -0.181069 | 0.018884 | 0.034492 |
Male
| 63 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
31 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
f62b0571-d820-41e4-a640-e35d7b76bb24
|
no_churn
| 0.107753 | 0 |
no_churn
| -0.011137 | -0.00109 | 0.038659 | 0.007303 | 0.075669 | -0.156705 | 0.072791 | 0.080663 |
Male
| 65 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
03c24e81-562d-4932-8afa-36beb8e84d91
|
no_churn
| 0.004856 | 0 |
no_churn
| -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 |
Female
| 72 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,293,600 |
9 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
8ac69cf9-d9b2-4253-aed6-0bf6a5766bf1
|
no_churn
| 0.156192 | 0 |
no_churn
| -0.080693 | -0.007831 | -0.13009 | -0.048347 | -0.009747 | 0.063826 | 0.006328 | 0.037528 |
Male
| 23 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,293,600 |
41 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
b49bb1a7-4bef-4ad8-ab49-e78a7d87d7f6
|
no_churn
| 0.125816 | 0 |
no_churn
| -0.097485 | -0.002434 | 0.027242 | -0.004603 | 0.038625 | -0.231859 | -0.025777 | 0.057266 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
69 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
1106358b-867a-45db-a635-68de23fc4b33
|
no_churn
| 0.01348 | 0 |
no_churn
| -0.056089 | -0.002828 | -0.031046 | -0.025265 | -0.037272 | -0.171237 | 0.029913 | 0.024797 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
faaa445f-7939-48ce-98bc-c826c2f8704e
|
no_churn
| 0.019715 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Female
| 61 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
38 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
fbe61e93-796d-4719-a2df-8df82f7c3c49
|
no_churn
| 0.018951 | 0 |
no_churn
| -0.035229 | -0.001195 | 0.026664 | 0.012669 | 0.049692 | -0.187268 | 0.038953 | 0.066689 |
Female
| 77 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,293,600 |
71 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
4798f764-7807-4ef3-af11-deba343253b3
|
no_churn
| 0.004567 | 0 |
no_churn
| -0.115655 | -0.00245 | -0.016617 | -0.075185 | 0.029761 | -0.165716 | 0.036203 | 0.050631 |
Female
| 69 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,293,600 |
67 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
da0baeb6-0914-472e-a2d1-854cedfa8e37
|
no_churn
| 0.011131 | 0 |
no_churn
| -0.057327 | -0.002738 | 0.003216 | -0.091339 | -0.040909 | -0.117235 | 0.020672 | 0.026633 |
Female
| 60 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,293,600 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
514d6390-6502-4c94-a94b-ffd36b4d5600
|
no_churn
| 0.005304 | 0 |
no_churn
| -0.135546 | -0.002342 | -0.011389 | -0.005753 | 0.028137 | -0.191539 | 0.024352 | 0.045054 |
Female
| 38 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,293,600 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
a541b95d-b9f1-4de7-90ae-a995e26c2617
|
no_churn
| 0.148899 | 0 |
no_churn
| 0.036908 | -0.002106 | -0.035036 | -0.049956 | -0.073185 | 0.003447 | 0.020227 | 0.020676 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
3b25de5a-3ed1-49f6-8c28-b58be4dd1768
|
no_churn
| 0.008375 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Male
| 60 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,293,600 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
d8b14d97-a1d6-4946-8a90-34c8ccfdf764
|
churn
| 0.113027 | 1 |
churn
| -0.10292 | -0.00286 | -0.012377 | -0.031722 | -0.056154 | -0.0747 | 0.011082 | 0.040624 |
Female
| 49 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
4e2b2a6e-ae9e-47ce-9965-7aef11cb4807
|
no_churn
| 0.004243 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Male
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
53 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
44bee074-16cb-4177-8220-547c05c2d215
|
no_churn
| 0.128519 | 0 |
no_churn
| -0.198965 | -0.004016 | -0.013242 | 0.000594 | 0.043085 | 0.072443 | -0.062761 | -0.006163 |
Male
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,293,600 |
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