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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
6e90cb66-a0e8-479b-bebf-88f81a8784da
|
no_churn
| 0.101964 | 0 |
no_churn
| -0.027107 | -0.003799 | -0.04505 | 0.063886 | -0.000322 | -0.191714 | -0.021758 | -0.028618 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
9 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
6e3f1be9-d0f9-437e-a328-3a3ea5d86c35
|
no_churn
| 0.496226 | 0 |
no_churn
| 0.003536 | -0.005541 | -0.091364 | -0.06827 | 0.066498 | 0.089805 | 0.054654 | 0.049312 |
Female
| 35 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fe62f378-7006-4ac1-b3bb-c9b35a769c1c
|
churn
| 0.699827 | 1 |
churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Female
| 79 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,602,400 |
44 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
41d0d5b6-ee0c-4a4b-82fb-30fde22c2cf6
|
no_churn
| 0.372446 | 0 |
no_churn
| -0.11774 | -0.005713 | -0.024008 | -0.038486 | 0.033421 | -0.16182 | 0.028552 | 0.052768 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
a6c4fc8e-f22a-4970-82be-bfbd7f3db87f
|
no_churn
| 0.034478 | 0 |
no_churn
| 0.020413 | -0.006177 | -0.01304 | -0.049148 | 0.014696 | -0.153462 | -0.033106 | -0.037537 |
Female
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
0 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f2f6ed89-ad49-4924-9ce7-9799fe1db12e
|
no_churn
| 0.020636 | 0 |
no_churn
| 0.067834 | -0.004915 | -0.015581 | -0.070871 | 0.006138 | -0.176509 | -0.029117 | -0.043504 |
Female
| 68 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,602,400 |
36 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
98d78639-a38e-4843-8ab9-a1f09ba302af
|
no_churn
| 0.174089 | 0 |
no_churn
| -0.068725 | 0.066882 | 0.011615 | -0.031472 | -0.119647 | 0.069019 | -0.016532 | -0.018499 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2ddde9d4-de4a-4b09-8d7e-7e846c701093
|
churn
| 0.880348 | 1 |
churn
| 0.077516 | -0.008502 | -0.104126 | -0.101147 | -0.035216 | 0.090221 | -0.099081 | 0.022632 |
Male
| 53 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,602,400 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d71c5b6f-2f14-42dd-b1bb-98ba2004372a
|
churn
| 0.690397 | 1 |
churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,602,400 |
67 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
51d89f81-32ea-4377-8216-a979492b2732
|
no_churn
| 0.188581 | 0 |
no_churn
| -0.077879 | -0.001049 | 0.014914 | 0.022087 | -0.032912 | -0.218436 | 0.048639 | 0.063943 |
Female
| 45 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
180ee0b5-d148-4573-be76-9fd2a4177bfc
|
churn
| 0.660545 | 1 |
churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Female
| 25 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,602,400 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
34e70e33-c16f-49d4-8c9a-0d059c2297fd
|
no_churn
| 0.699271 | 1 |
churn
| 0.182656 | -0.013125 | -0.076192 | -0.090576 | -0.168978 | 0.087542 | 0.022042 | 0.026676 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
46 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f54cfdfa-2883-46f1-9bb3-e10ae3c92c4e
|
no_churn
| 0.009287 | 0 |
no_churn
| -0.005213 | -0.00047 | 0.013358 | -0.006298 | 0.018406 | -0.042394 | -0.008124 | -0.004261 |
Male
| 44 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,602,400 |
61 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
404e8188-fac8-432e-be5d-ee92a78a46bd
|
no_churn
| 0.02784 | 0 |
no_churn
| -0.11821 | 0.01798 | 0.003782 | -0.040594 | -0.006719 | -0.053734 | -0.034183 | -0.027348 |
Female
| 25 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
72 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
318c3af4-2149-41c5-b693-ab6996ae6522
|
no_churn
| 0.004756 | 0 |
no_churn
| -0.096776 | 0.007127 | 0.003907 | -0.024457 | 0.00163 | -0.11599 | -0.020133 | -0.024334 |
Female
| 60 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,602,400 |
47 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
0e7cfdac-a3d8-4f79-918b-15f8319444ca
|
no_churn
| 0.113607 | 0 |
no_churn
| -0.041517 | -0.007515 | -0.017695 | 0.034781 | -0.00191 | -0.187589 | -0.013856 | -0.028726 |
Female
| 32 |
Yes
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,671,602,400 |
40 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
4885c419-4165-46ed-85e7-6cd0377f9343
|
no_churn
| 0.067491 | 0 |
no_churn
| -0.06153 | -0.010458 | 0.009876 | -0.005856 | 0.014509 | -0.133984 | -0.019113 | -0.05247 |
Male
| 42 |
No
|
No
|
Medical Leave
|
Rural
|
College
| 1,671,602,400 |
63 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
84caf198-b192-4995-aca6-7b017cf5df7f
|
no_churn
| 0.073911 | 0 |
no_churn
| -0.027047 | -0.003259 | -0.00961 | -0.036926 | 0.075448 | -0.032326 | -0.020976 | 0.079671 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
59 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
2cebfae5-2f84-4558-911d-4606777adf2f
|
no_churn
| 0.065821 | 0 |
no_churn
| -0.106957 | -0.003593 | -0.010647 | 0.019042 | -0.002194 | -0.096592 | -0.026133 | -0.021952 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
9 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
1efb7802-ffcc-4a64-b9ba-f28354969063
|
no_churn
| 0.436787 | 0 |
no_churn
| 0.081863 | -0.00602 | 0.01242 | 0.156106 | 0.045504 | 0.090833 | 0.057543 | 0.092726 |
Male
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
8 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
95062670-301f-489d-84c0-42c44f6aa529
|
churn
| 0.588909 | 0 |
no_churn
| 0.125456 | -0.002464 | -0.039468 | 0.031966 | 0.188212 | 0.128618 | 0.143264 | 0.125391 |
Male
| 62 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
122b985e-5679-445c-9fff-8a2282de3a78
|
no_churn
| 0.188022 | 0 |
no_churn
| 0.011829 | -0.003224 | -0.075313 | -0.060679 | -0.028215 | -0.075514 | 0.04261 | 0.059479 |
Female
| 64 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
46 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
3be9621c-1373-4d33-95c4-8bf734f78c75
|
no_churn
| 0.009287 | 0 |
no_churn
| -0.005213 | -0.00047 | 0.013358 | -0.006298 | 0.018406 | -0.042394 | -0.008124 | -0.004261 |
Male
| 61 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,602,400 |
52 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
6f26080e-37f0-4fd4-b4d3-a8f2b410b93f
|
no_churn
| 0.009715 | 0 |
no_churn
| -0.0609 | -0.003351 | -0.010802 | -0.022622 | -0.037847 | -0.10072 | -0.013321 | -0.019463 |
Female
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
95d75d05-b4e5-417b-9e30-67728d3a0af5
|
churn
| 0.663793 | 1 |
churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Female
| 30 |
No
|
No
|
Retired
|
Urban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
dbd8f2ff-557f-477a-9465-ff732ea7f12f
|
no_churn
| 0.852622 | 1 |
churn
| 0.206704 | -0.003067 | 0.027416 | -0.009989 | 0.084275 | 0.175565 | 0.117985 | 0.132085 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
9 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
827244f1-424d-4db9-986e-5c4175ca7888
|
no_churn
| 0.436787 | 0 |
no_churn
| 0.081863 | -0.00602 | 0.01242 | 0.156106 | 0.045504 | 0.090833 | 0.057543 | 0.092726 |
Female
| 57 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
27 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
391c5b75-b13c-444d-b6cd-4720f32095d7
|
no_churn
| 0.09424 | 0 |
no_churn
| -0.120742 | -0.008071 | -0.019134 | -0.057026 | -0.045794 | 0.034627 | -0.02783 | -0.025058 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
75064768-1b0e-4d4c-8a0d-8fb0a74bc7f9
|
no_churn
| 0.032713 | 0 |
no_churn
| -0.020267 | -0.006414 | -0.022161 | -0.043891 | -0.00004 | -0.098593 | -0.038753 | -0.038908 |
Male
| 36 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
27 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
76859b42-80e0-498c-9260-b5b6703d3ea3
|
no_churn
| 0.010817 | 0 |
no_churn
| -0.038534 | -0.003277 | -0.009151 | -0.038443 | 0.01772 | -0.105453 | -0.038352 | -0.053536 |
Female
| 31 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,671,602,400 |
68 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
71c00b29-7450-42c0-86f3-bbf82bd3b80c
|
churn
| 0.012119 | 0 |
no_churn
| -0.122756 | -0.01042 | -0.019366 | -0.00231 | 0.019316 | -0.17554 | 0.027306 | 0.044743 |
Female
| 35 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,602,400 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0df28916-c053-4708-84e0-540a48a48865
|
no_churn
| 0.118197 | 0 |
no_churn
| 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 |
Female
| 58 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,671,602,400 |
56 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d5fd12c5-cacf-4487-9b5d-86186bac8185
|
no_churn
| 0.013746 | 0 |
no_churn
| 0.164878 | 0.000075 | 0.04063 | 0.089846 | 0.119196 | -0.023364 | -0.020723 | -0.019565 |
Female
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
34 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
083c5347-211b-4de6-bb22-91251a872b78
|
no_churn
| 0.048899 | 0 |
no_churn
| -0.127288 | 0.023311 | 0.006635 | -0.023843 | -0.036447 | -0.064449 | -0.021543 | -0.025403 |
Male
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
71 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
d5e72b4e-2dd9-41d1-9de1-4a59e8a751e4
|
churn
| 0.42128 | 1 |
churn
| -0.136951 | -0.000993 | -0.007096 | -0.005316 | 0.017224 | -0.179119 | 0.017115 | 0.036109 |
Male
| 47 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
20 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a662cd29-cad2-46f6-8927-76412fd2af45
|
churn
| 0.497093 | 1 |
churn
| -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 |
Male
| 29 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
3bf88e66-a292-4cc7-8702-05eda2eb1964
|
no_churn
| 0.164845 | 0 |
no_churn
| 0.119668 | -0.000382 | 0.043584 | 0.01144 | 0.088212 | 0.130329 | 0.104834 | 0.134289 |
Female
| 62 |
No
|
No
|
Disabled
|
Urban
|
College
| 1,671,602,400 |
64 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
bd5e0c11-6243-4eaf-961f-e6e043be67c6
|
no_churn
| 0.051999 | 0 |
no_churn
| -0.114387 | -0.002477 | -0.017248 | -0.016851 | 0.011396 | -0.178781 | 0.031089 | 0.031567 |
Male
| 52 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,602,400 |
5 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c3478ea8-4f1c-477b-ad9d-90f54124a2e3
|
no_churn
| 0.195698 | 0 |
no_churn
| -0.000893 | -0.020225 | -0.090986 | -0.060594 | -0.060785 | 0.047495 | -0.042813 | -0.036378 |
Male
| 68 |
Yes
|
Yes
|
Disabled
|
Rural
|
Doctor
| 1,671,602,400 |
63 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
5f8216d8-9094-4e0e-bc98-fc8aebdf939f
|
no_churn
| 0.073911 | 0 |
no_churn
| -0.027047 | -0.003259 | -0.00961 | -0.036926 | 0.075448 | -0.032326 | -0.020976 | 0.079671 |
Female
| 20 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e183d36e-3626-409d-917a-7935a77975e6
|
churn
| 0.817438 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Male
| 41 |
No
|
No
|
Disabled
|
Rural
|
College
| 1,671,602,400 |
6 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
b4731fd8-ef76-4643-bc29-745f8ab93f6d
|
no_churn
| 0.703463 | 0 |
no_churn
| 0.131184 | -0.001309 | 0.006039 | 0.146076 | 0.118367 | 0.110936 | 0.0696 | 0.075535 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6fd5a310-1032-4f4f-bb72-652d6a6a3a9c
|
no_churn
| 0.226623 | 0 |
no_churn
| 0.086612 | -0.010263 | -0.022682 | -0.054417 | -0.023651 | -0.167213 | -0.034293 | -0.033246 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
32 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
68440c1f-8251-4b88-9ef7-098921e30b47
|
churn
| 0.493791 | 1 |
churn
| -0.019126 | -0.001382 | 0.085038 | 0.076418 | 0.089549 | 0.124251 | 0.098983 | 0.113139 |
Male
| 44 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
25 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
761bfdba-c9b5-4e58-822c-c435c01210eb
|
no_churn
| 0.128951 | 0 |
no_churn
| -0.03857 | -0.016012 | 0.012417 | -0.064471 | -0.065527 | 0.02056 | -0.025935 | -0.033988 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
133291f7-bdd2-4b1f-b0dd-69e37c38437f
|
churn
| 0.690397 | 1 |
churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Male
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c6374388-2f15-4526-bde8-b52902e3c160
|
churn
| 0.817438 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 47 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
20 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
35d91170-63ca-463d-acfa-6573e0dbed76
|
no_churn
| 0.122382 | 0 |
no_churn
| 0.040622 | -0.001957 | 0.034229 | -0.01636 | 0.021937 | -0.007168 | -0.007813 | -0.007515 |
Male
| 22 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,602,400 |
71 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
25d2dff0-109b-46b9-b1f9-74649f0eb7ea
|
no_churn
| 0.005304 | 0 |
no_churn
| -0.145338 | -0.002691 | -0.000592 | -0.065172 | 0.039835 | -0.124077 | 0.046059 | 0.050116 |
Female
| 74 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,602,400 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
812f5e00-4c85-4614-bdfb-10772698ef5c
|
churn
| 0.599613 | 1 |
churn
| -0.002161 | -0.003245 | 0.048709 | 0.043887 | 0.039181 | 0.129435 | 0.092502 | 0.084308 |
Male
| 73 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,671,602,400 |
72 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4f6a6428-168e-4979-a106-5449f354b6ce
|
no_churn
| 0.004756 | 0 |
no_churn
| -0.096776 | 0.007127 | 0.003907 | -0.024457 | 0.00163 | -0.11599 | -0.020133 | -0.024334 |
Male
| 50 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,602,400 |
59 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
6986b5c9-07a1-4374-9282-c056371f43e6
|
churn
| 0.21272 | 0 |
no_churn
| -0.173011 | -0.002112 | 0.029538 | -0.068953 | 0.009754 | -0.085934 | 0.027196 | 0.04783 |
Male
| 46 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,671,602,400 |
2 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e74b73e4-cdc8-4db6-900f-1fa1c31c5f4e
|
no_churn
| 0.401499 | 0 |
no_churn
| 0.145774 | 0.035093 | 0.0052 | -0.139515 | -0.021924 | 0.098504 | -0.026447 | -0.045224 |
Female
| 80 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,602,400 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5236975-d777-46fb-85c7-529454191513
|
no_churn
| 0.567513 | 0 |
no_churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Female
| 47 |
Yes
|
Yes
|
Disabled
|
Suburban
|
College
| 1,671,602,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1c257793-cf01-41ce-b40d-52e84d4883d4
|
no_churn
| 0.187366 | 0 |
no_churn
| -0.228564 | -0.001924 | -0.012208 | -0.068396 | 0.019048 | 0.032152 | -0.040061 | 0.064259 |
Male
| 44 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,602,400 |
40 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
93c825ba-de3b-4f6d-96c5-1de08b072ba9
|
no_churn
| 0.364324 | 0 |
no_churn
| -0.199264 | -0.010665 | -0.013268 | 0.022707 | -0.050105 | 0.065111 | -0.028817 | -0.054726 |
Male
| 58 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
88786f93-f92d-4c03-a929-e54471592cc5
|
no_churn
| 0.005487 | 0 |
no_churn
| -0.051826 | -0.003426 | -0.01367 | -0.021676 | -0.01715 | -0.13278 | -0.012376 | -0.016122 |
Male
| 59 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,602,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
db84f67f-8c88-4654-b7f2-511fa324f302
|
no_churn
| 0.032904 | 0 |
no_churn
| -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
20 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f06e8fa-0f5f-48ab-9e7d-e0afb165a7da
|
churn
| 0.48244 | 1 |
churn
| 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 |
Male
| 50 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
49 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e0b9dbd9-7cdb-4440-9e53-59e804cf484f
|
no_churn
| 0.087536 | 0 |
no_churn
| -0.137988 | -0.005554 | -0.036918 | -0.027165 | -0.027102 | 0.030511 | -0.021503 | -0.023308 |
Male
| 77 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
cde3f3be-4194-469b-9390-0a6f8a8ba670
|
no_churn
| 0.022674 | 0 |
no_churn
| -0.206011 | -0.002562 | -0.000812 | -0.039793 | 0.029502 | -0.118721 | 0.026817 | 0.046999 |
Male
| 77 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
12f713fc-9c50-47c2-8cc7-bd9cda19c63f
|
churn
| 0.599613 | 1 |
churn
| -0.002161 | -0.003245 | 0.048709 | 0.043887 | 0.039181 | 0.129435 | 0.092502 | 0.084308 |
Male
| 37 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,602,400 |
37 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5da21df1-803e-4076-8317-1c4af2cef490
|
no_churn
| 0.158202 | 0 |
no_churn
| -0.073498 | -0.01161 | 0.001874 | -0.065737 | -0.084887 | 0.043354 | -0.047338 | -0.024685 |
Male
| 68 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,671,602,400 |
17 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1b4df777-fff6-4979-904e-7c72ca6c41e0
|
no_churn
| 0.113987 | 0 |
no_churn
| 0.078409 | -0.002751 | 0.002043 | -0.124675 | 0.005013 | 0.078067 | -0.034014 | -0.035078 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
04cfdad4-eb8e-4327-90ce-e76c4508e0df
|
churn
| 0.880348 | 1 |
churn
| 0.077516 | -0.008502 | -0.104126 | -0.101147 | -0.035216 | 0.090221 | -0.099081 | 0.022632 |
Male
| 26 |
Yes
|
No
|
Retired
|
Rural
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
108fa444-49c5-4d08-8575-fc13c8a83fbe
|
no_churn
| 0.784075 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,602,400 |
38 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
121736dd-9270-4e05-89ca-8997bd03f141
|
no_churn
| 0.266046 | 0 |
no_churn
| -0.038384 | -0.008392 | -0.020685 | 0.110752 | 0.004618 | 0.101454 | -0.011607 | 0.009397 |
Male
| 54 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
68 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
6f7b91e7-7a26-4ea6-a8ce-49e324e0d10b
|
no_churn
| 0.013411 | 0 |
no_churn
| -0.064676 | -0.003618 | -0.017177 | -0.017092 | 0.003373 | -0.124578 | -0.019782 | -0.025476 |
Female
| 29 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,602,400 |
41 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f83db0c2-db76-41b9-9f0b-3c4f816b9b80
|
no_churn
| 0.124513 | 0 |
no_churn
| -0.045052 | -0.013517 | 0.053757 | 0.014446 | 0.08656 | 0.091327 | -0.034446 | -0.020142 |
Female
| 24 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,602,400 |
51 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
7deeede2-6845-4ffd-a2ec-f4f533dd2a87
|
no_churn
| 0.163 | 0 |
no_churn
| -0.162426 | -0.001815 | 0.005171 | 0.010206 | 0.037137 | -0.13693 | 0.0408 | 0.052164 |
Male
| 41 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,671,602,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d98c0d8f-da40-444b-8297-e96f20688bc0
|
no_churn
| 0.187366 | 0 |
no_churn
| -0.228564 | -0.001924 | -0.012208 | -0.068396 | 0.019048 | 0.032152 | -0.040061 | 0.064259 |
Male
| 29 |
No
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,671,602,400 |
3 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3761f541-f526-465e-aa3d-462cd211f45c
|
no_churn
| 0.364013 | 0 |
no_churn
| 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 |
Male
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
488d5994-eb9e-4adf-aef1-eba78e035607
|
no_churn
| 0.045979 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Male
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e5d65ad1-4e35-40d4-8c8e-1923cc670002
|
no_churn
| 0.70248 | 0 |
no_churn
| -0.020229 | -0.004043 | 0.033956 | 0.068164 | 0.039204 | 0.057875 | 0.058323 | 0.063411 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
32 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2b3f933c-6451-4ef5-97f3-f7440db40a8f
|
churn
| 0.493791 | 1 |
churn
| -0.019126 | -0.001382 | 0.085038 | 0.076418 | 0.089549 | 0.124251 | 0.098983 | 0.113139 |
Male
| 78 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,602,400 |
47 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
4c3a3a72-b1d6-4e09-a968-7611c920e903
|
no_churn
| 0.113607 | 0 |
no_churn
| -0.041517 | -0.007515 | -0.017695 | 0.034781 | -0.00191 | -0.187589 | -0.013856 | -0.028726 |
Male
| 32 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,671,602,400 |
2 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b96ced38-baae-4f6e-8b74-65b8c01498a4
|
no_churn
| 0.401499 | 0 |
no_churn
| 0.145774 | 0.035093 | 0.0052 | -0.139515 | -0.021924 | 0.098504 | -0.026447 | -0.045224 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4f2c5bb3-2ac4-4e05-b63c-77e508394f58
|
no_churn
| 0.784075 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
17 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a08ffa6a-13e3-4996-b2c8-4c4b1f1226dd
|
no_churn
| 0.113987 | 0 |
no_churn
| 0.078409 | -0.002751 | 0.002043 | -0.124675 | 0.005013 | 0.078067 | -0.034014 | -0.035078 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d458d69a-e304-4827-a38b-1e1f922a7a80
|
no_churn
| 0.00924 | 0 |
no_churn
| -0.043434 | -0.003348 | 0.012929 | -0.005257 | 0.018345 | -0.207857 | -0.016375 | -0.02403 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
18 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
0afae07e-ac79-4342-8c62-654c9bc0c6bb
|
churn
| 0.506495 | 1 |
churn
| -0.028705 | -0.005182 | -0.057081 | -0.041867 | -0.023981 | 0.064318 | 0.113145 | 0.076158 |
Male
| 61 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,602,400 |
6 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c5f8ac48-dddd-43b7-be99-d9a58239d25c
|
no_churn
| 0.073467 | 0 |
no_churn
| -0.037426 | -0.015673 | 0.001226 | -0.097596 | 0.020707 | 0.059501 | -0.070548 | -0.071359 |
Male
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
19 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
6023b581-81b7-498d-b82e-bb3ec9259229
|
no_churn
| 0.17314 | 0 |
no_churn
| -0.026192 | -0.002326 | -0.063253 | -0.107048 | -0.085207 | 0.052763 | 0.082186 | 0.046719 |
Female
| 28 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,602,400 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c72fc0b8-aa52-4662-aba4-da21cef0d9e9
|
no_churn
| 0.285023 | 0 |
no_churn
| 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 |
Male
| 73 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,671,602,400 |
59 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
ec60bd26-373b-4f69-b352-d39d9a149f05
|
no_churn
| 0.065821 | 0 |
no_churn
| -0.106957 | -0.003593 | -0.010647 | 0.019042 | -0.002194 | -0.096592 | -0.026133 | -0.021952 |
Female
| 52 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
db9bf61e-d9b1-4f99-b9f3-af1369670535
|
no_churn
| 0.016097 | 0 |
no_churn
| -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 |
Male
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f1449f0f-646a-4fa5-8a66-e2e37a88288a
|
no_churn
| 0.044631 | 0 |
no_churn
| -0.004709 | -0.005712 | -0.018881 | -0.052659 | -0.03985 | -0.095633 | -0.024225 | -0.027358 |
Female
| 46 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
20 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3ebe0471-99ea-4a44-bdac-cdd6f1c9950a
|
no_churn
| 0.068742 | 0 |
no_churn
| -0.076156 | -0.007335 | -0.022373 | -0.052653 | -0.058295 | 0.033943 | -0.040118 | -0.024789 |
Male
| 50 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,602,400 |
6 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
14efef82-e8a7-40e2-8a41-6d3a2b771596
|
churn
| 0.703463 | 0 |
no_churn
| 0.131184 | -0.001309 | 0.006039 | 0.146076 | 0.118367 | 0.110936 | 0.0696 | 0.075535 |
Female
| 70 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
23846e45-9fb7-4ebb-93d8-68fbf100baa3
|
no_churn
| 0.003912 | 0 |
no_churn
| -0.092892 | -0.003678 | 0.006301 | -0.011443 | -0.042036 | -0.128529 | 0.027604 | 0.026652 |
Male
| 65 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,671,602,400 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
92f2bfd2-79f0-4ec0-9443-2548c66e0898
|
no_churn
| 0.264118 | 0 |
no_churn
| -0.114245 | -0.001906 | 0.011655 | -0.050194 | -0.040708 | -0.090504 | 0.004955 | 0.011921 |
Male
| 27 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,602,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0da5c97e-bdab-4960-b8b4-3c0614b68d68
|
churn
| 0.880348 | 1 |
churn
| 0.077516 | -0.008502 | -0.104126 | -0.101147 | -0.035216 | 0.090221 | -0.099081 | 0.022632 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
67 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
1022eeb3-9fa6-4177-87c1-ebc0cd8cadb0
|
no_churn
| 0.188581 | 0 |
no_churn
| -0.077879 | -0.001049 | 0.014914 | 0.022087 | -0.032912 | -0.218436 | 0.048639 | 0.063943 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
38 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
a852cdab-2287-4d66-85c5-4ca4c6db015a
|
no_churn
| 0.194346 | 0 |
no_churn
| 0.004364 | -0.00224 | 0.039068 | 0.08329 | -0.028232 | -0.009425 | 0.021591 | -0.017442 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,602,400 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f5e70284-592c-4d22-9c70-dababb109637
|
no_churn
| 0.185828 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Male
| 41 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ee1c422b-3c79-49f2-8bb6-ef32b89b22d7
|
churn
| 0.414286 | 1 |
churn
| -0.006029 | -0.006449 | 0.060404 | 0.125139 | 0.067891 | 0.120365 | -0.024194 | -0.013619 |
Male
| 76 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
5c9aba41-ff1c-407e-8db1-4eb83669b996
|
no_churn
| 0.038464 | 0 |
no_churn
| 0.014351 | -0.005503 | -0.032289 | -0.054698 | -0.004295 | -0.10592 | -0.039461 | -0.041212 |
Female
| 70 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
40 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
aa362f4d-9dfd-49c0-a9d3-60674eaad39c
|
no_churn
| 0.067491 | 0 |
no_churn
| -0.06153 | -0.010458 | 0.009876 | -0.005856 | 0.014509 | -0.133984 | -0.019113 | -0.05247 |
Male
| 46 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
17 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
68775582-ef6d-4710-aa4b-41968145e986
|
no_churn
| 0.113987 | 0 |
no_churn
| 0.078409 | -0.002751 | 0.002043 | -0.124675 | 0.005013 | 0.078067 | -0.034014 | -0.035078 |
Female
| 37 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
2cd88562-0c85-4cd1-b2fc-9d002b276a49
|
no_churn
| 0.252833 | 0 |
no_churn
| -0.089465 | -0.001677 | 0.017232 | -0.050881 | -0.04129 | -0.105865 | 0.034704 | 0.038216 |
Female
| 56 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,602,400 |
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