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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
fcd2875e-2253-4f3d-b6e4-e59afb871dfb
|
no_churn
| 0.002621 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Female
| 41 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a2aa7e0c-11bf-42c3-a1df-c3454fe87e97
|
no_churn
| 0.0492 | 0 |
no_churn
| -0.015325 | -0.006046 | -0.021907 | -0.040875 | -0.024522 | -0.107217 | -0.023438 | -0.029696 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
1 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
292a7e09-e047-415c-8a7d-f4f51d2e042b
|
no_churn
| 0.400487 | 0 |
no_churn
| 0.185379 | -0.011123 | -0.036618 | -0.106532 | -0.075056 | 0.091473 | -0.050013 | -0.038532 |
Female
| 51 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
70 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
facaac77-aaaf-4925-afe4-8c1c9b0fce4c
|
no_churn
| 0.024719 | 0 |
no_churn
| -0.026105 | -0.002816 | -0.006792 | -0.086022 | 0.002349 | -0.113442 | -0.012808 | -0.023392 |
Male
| 52 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
66 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
6e4044e2-7230-4c1f-9a2d-e66306893598
|
no_churn
| 0.012869 | 0 |
no_churn
| 0.000725 | -0.002504 | -0.000748 | -0.07992 | -0.016863 | -0.133376 | -0.01652 | -0.014821 |
Female
| 49 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,775,200 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c1ee8069-1b32-40eb-89de-2e0ee9d65d2e
|
no_churn
| 0.00998 | 0 |
no_churn
| -0.015866 | -0.006109 | -0.011557 | -0.063497 | 0.003328 | -0.121987 | -0.018531 | -0.034807 |
Male
| 48 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0d8abfc5-98c0-4eb3-8eeb-a75d6a5c0d62
|
churn
| 0.216541 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 47 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
72 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d036e6da-8a07-4167-9717-afd055120271
|
no_churn
| 0.004151 | 0 |
no_churn
| -0.032539 | -0.002737 | -0.003323 | -0.00777 | -0.002053 | -0.199057 | -0.010252 | -0.011294 |
Female
| 73 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6470002a-7809-45ca-9b4a-6a76e11b96cd
|
no_churn
| 0.133454 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 52 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
1 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5b97c93-6e8a-4403-bb09-b0756a7288f1
|
no_churn
| 0.488396 | 0 |
no_churn
| 0.1247 | 0.006033 | -0.012867 | -0.221582 | -0.064765 | 0.090704 | -0.05876 | -0.061347 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
2 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
86d4fa2a-0bea-41e9-9fee-efffc241da9a
|
no_churn
| 0.334163 | 0 |
no_churn
| 0.143067 | -0.007023 | -0.027661 | -0.051391 | 0.051677 | 0.08347 | -0.027797 | -0.054996 |
Male
| 60 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,775,200 |
67 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
ad3699cd-3ffc-4a4f-9cb9-b1d219fd19f7
|
no_churn
| 0.024166 | 0 |
no_churn
| -0.069084 | -0.00252 | -0.016933 | -0.011895 | 0.003951 | -0.087174 | -0.040553 | -0.044818 |
Female
| 62 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,775,200 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
791c0643-95ad-4285-889b-482dc2f5b7e5
|
no_churn
| 0.068642 | 0 |
no_churn
| -0.035437 | -0.014003 | 0.00183 | -0.141581 | 0.008136 | 0.056262 | -0.063515 | -0.070719 |
Male
| 48 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
71 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
10b27b6f-0150-4cbb-966a-ea9703b80970
|
no_churn
| 0.001837 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Male
| 49 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,671,775,200 |
11 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83e55712-aee5-4eec-bee4-2c3ef7a1a582
|
churn
| 0.141238 | 1 |
churn
| 0.017865 | -0.007259 | -0.118955 | -0.142226 | 0.027698 | 0.059348 | -0.04688 | -0.058617 |
Female
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
47 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63e30dce-5e08-48fe-85da-8847fed67b9e
|
no_churn
| 0.137437 | 0 |
no_churn
| -0.046141 | -0.004098 | -0.064355 | -0.065505 | 0.041294 | 0.053906 | -0.037401 | -0.056012 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1c6e2abc-eb16-4fd1-98e9-5fcd72dbdca2
|
no_churn
| 0.603475 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 71 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
8babbe86-93c0-4409-8c21-f3dc8f84ffea
|
no_churn
| 0.024127 | 0 |
no_churn
| -0.042166 | -0.0054 | -0.014485 | -0.116817 | 0.012765 | -0.054686 | -0.014619 | -0.033617 |
Female
| 49 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4ac5491a-2186-46ab-b19b-ab5d8e1e9772
|
churn
| 0.27143 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
61 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
90e1aadd-60b4-489a-8fdb-462a33f3e403
|
no_churn
| 0.009756 | 0 |
no_churn
| -0.062176 | -0.003618 | -0.01178 | -0.025559 | 0.002704 | -0.116643 | -0.02592 | -0.026034 |
Male
| 45 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
11 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a5eddba-c03e-45cd-b109-85230c0a51cd
|
no_churn
| 0.239334 | 0 |
no_churn
| -0.016079 | -0.009127 | -0.02799 | -0.177108 | 0.030057 | 0.052469 | -0.054585 | -0.066664 |
Male
| 58 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
16 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c7d9f0e-03b2-4dc2-8f58-849d119eb988
|
no_churn
| 0.142407 | 0 |
no_churn
| 0.038047 | -0.015142 | -0.086817 | -0.078046 | -0.048962 | 0.07454 | -0.046398 | -0.054831 |
Male
| 46 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
14 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a9866c36-73ff-457e-9b50-506aec67e034
|
no_churn
| 0.084704 | 0 |
no_churn
| -0.033097 | -0.007224 | -0.02891 | -0.034587 | 0.003293 | -0.090044 | -0.036796 | -0.041661 |
Male
| 51 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,671,775,200 |
8 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
b5f8b0cc-4b35-49ec-92d9-0be40448b12a
|
no_churn
| 0.013475 | 0 |
no_churn
| 0.018492 | -0.005406 | -0.009643 | -0.030451 | 0.017852 | -0.188041 | -0.032872 | -0.038958 |
Female
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6213d65c-1aa3-4b0e-a530-6058fd379330
|
no_churn
| 0.145601 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
44 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
8ae59d2d-5cc7-4d10-80e4-2d8bf55804d2
|
no_churn
| 0.006936 | 0 |
no_churn
| -0.070697 | -0.003947 | -0.019366 | -0.024083 | 0.012995 | -0.096847 | -0.023388 | -0.043695 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
27 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
57891777-5a00-4739-b49c-b090244210fc
|
no_churn
| 0.00595 | 0 |
no_churn
| -0.04308 | -0.003771 | -0.018598 | -0.030015 | 0.013004 | -0.102484 | -0.039921 | -0.044163 |
Female
| 60 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
37 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4abd6e21-5300-4b5f-87b0-c0e0436120f7
|
no_churn
| 0.087058 | 0 |
no_churn
| -0.086162 | -0.007507 | -0.011903 | -0.039573 | 0.02202 | 0.041644 | -0.024388 | -0.033157 |
Male
| 36 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
4 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c449eaab-e37e-4469-810a-d367d069d61e
|
churn
| 0.80293 | 1 |
churn
| 0.180423 | -0.002166 | 0.118832 | -0.026453 | 0.109393 | 0.150106 | 0.085897 | 0.095775 |
Female
| 51 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
7 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d9f95274-8418-4d66-a293-114a4840233c
|
churn
| 0.852988 | 1 |
churn
| 0.124707 | -0.001101 | 0.001219 | -0.04808 | 0.109155 | 0.109408 | 0.106457 | 0.129209 |
Male
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,775,200 |
61 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
75c303fc-5b7f-4edb-a966-a2944c875e02
|
no_churn
| 0.290473 | 0 |
no_churn
| -0.192826 | -0.001486 | 0.026152 | 0.111754 | 0.037288 | 0.075087 | 0.075853 | 0.099151 |
Male
| 80 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,775,200 |
29 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
c7cd4d4c-7df1-44eb-90bd-ee1f75099e20
|
no_churn
| 0.556852 | 0 |
no_churn
| -0.182244 | -0.004469 | -0.004294 | -0.141527 | 0.02178 | 0.055503 | 0.009053 | 0.067173 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
5 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
4a5a15ab-ab76-4a6b-a499-5f08af8016a0
|
churn
| 0.379942 | 1 |
churn
| 0.103405 | -0.004263 | -0.066005 | -0.075011 | 0.05217 | 0.109288 | 0.022951 | 0.084438 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ad4fbbf8-cdf6-4221-9285-896f80dacabb
|
churn
| 0.647274 | 1 |
churn
| 0.129696 | -0.006658 | -0.047204 | 0.00121 | 0.138816 | 0.122328 | 0.143816 | 0.126506 |
Male
| 70 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,775,200 |
59 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
f384a487-d3af-4b86-96c5-c14400a004ec
|
churn
| 0.395592 | 1 |
churn
| 0.076693 | 0.001456 | 0.061817 | 0.038824 | 0.118877 | -0.007198 | 0.166213 | 0.11001 |
Male
| 52 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
7259c034-63bb-4f33-be25-443ac2d8a9a1
|
no_churn
| 0.684831 | 0 |
no_churn
| 0.109563 | -0.003598 | -0.066902 | -0.030148 | -0.003964 | 0.106678 | 0.135985 | 0.098835 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
26 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
82127e0f-11a4-4da1-96db-3a0d00ada353
|
no_churn
| 0.481061 | 1 |
churn
| -0.033639 | -0.005845 | -0.066136 | 0.098863 | 0.141907 | 0.088051 | 0.088714 | 0.11906 |
Male
| 44 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
70 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
83870b85-794f-4c76-9098-cca1e836695c
|
no_churn
| 0.235855 | 0 |
no_churn
| -0.173164 | 0.000899 | -0.010389 | -0.01609 | 0.045478 | 0.088185 | 0.054581 | 0.106807 |
Male
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
27 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
65b65bc6-2214-4bc6-8274-7d55f8f69c0a
|
no_churn
| 0.229861 | 0 |
no_churn
| -0.00834 | -0.000876 | -0.027888 | 0.006324 | 0.075025 | -0.149118 | 0.039298 | 0.083882 |
Female
| 26 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
3 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
9e7b4a6e-50d1-4aa8-b39a-d5019fb51cce
|
no_churn
| 0.374297 | 0 |
no_churn
| 0.080356 | -0.004457 | -0.051125 | 0.029218 | 0.104608 | 0.093556 | 0.111835 | 0.110315 |
Male
| 49 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
25 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2b7a37f7-11eb-488b-b983-bed57860eee6
|
no_churn
| 0.361945 | 0 |
no_churn
| -0.019173 | -0.004547 | -0.085154 | -0.056403 | 0.101379 | 0.065295 | 0.05428 | 0.099631 |
Male
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,671,775,200 |
63 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c237d011-3f9b-46d5-a75c-7528bf5fb6e8
|
no_churn
| 0.100929 | 0 |
no_churn
| -0.214029 | -0.005287 | -0.044973 | -0.041551 | 0.05268 | 0.034501 | -0.023331 | 0.062965 |
Female
| 36 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
cd2b270b-dbd2-41f6-a924-70504bdee1ae
|
churn
| 0.699115 | 1 |
churn
| 0.046114 | -0.002174 | -0.065348 | -0.066288 | 0.086934 | 0.090657 | 0.030911 | 0.037836 |
Male
| 36 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
44 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
b23e7b9c-2622-4810-a26d-6c31286a4ac1
|
no_churn
| 0.129836 | 0 |
no_churn
| -0.14836 | -0.005624 | -0.017953 | -0.022086 | -0.018931 | -0.099096 | 0.002622 | 0.050403 |
Female
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4a2fe112-196e-4305-aa2c-8cfab6b6ecf1
|
churn
| 0.866903 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Female
| 38 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,775,200 |
20 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
fee8973a-c05e-48fc-a530-6be484aff5b4
|
churn
| 0.507362 | 1 |
churn
| -0.061244 | -0.004366 | -0.058272 | -0.039338 | 0.04351 | 0.072989 | -0.082169 | 0.035459 |
Female
| 32 |
No
|
No
|
Medical Leave
|
Rural
|
Master
| 1,671,775,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
9a6dff26-e44b-4a14-9037-4d2f1bc7ca0e
|
no_churn
| 0.456969 | 0 |
no_churn
| -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f3d0189b-d5e7-4834-ada2-5aef7ec78aef
|
churn
| 0.63499 | 1 |
churn
| 0.139773 | -0.002822 | -0.041781 | 0.019283 | 0.081303 | 0.148109 | 0.046857 | 0.069561 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
4a03278b-90a2-4932-bf4e-7df3e7acbef3
|
no_churn
| 0.594826 | 0 |
no_churn
| -0.089311 | -0.003794 | 0.065059 | -0.013165 | 0.021748 | 0.038291 | -0.003504 | 0.017316 |
Male
| 59 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
edbd3966-e71c-460d-b787-96083899fd30
|
no_churn
| 0.505782 | 0 |
no_churn
| 0.000387 | -0.002151 | 0.019932 | 0.108317 | 0.107927 | 0.062974 | 0.030512 | 0.033077 |
Female
| 38 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,775,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ad5c6b4d-2051-4044-abb3-9bce12994eeb
|
no_churn
| 0.593166 | 0 |
no_churn
| 0.009117 | -0.003223 | -0.028473 | -0.037438 | -0.00978 | 0.098769 | 0.011513 | 0.036584 |
Female
| 66 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
e7530554-1f7a-4e69-96f4-bef1f920fe1f
|
no_churn
| 0.586049 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Male
| 67 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
63 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
3477e368-7bc1-49c3-bd13-a6c9c404e6d1
|
no_churn
| 0.241031 | 0 |
no_churn
| -0.116376 | -0.00248 | -0.067358 | -0.033228 | -0.004758 | -0.051778 | 0.042085 | 0.034199 |
Male
| 70 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
51 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
bc419b28-35ed-43fc-ac9c-83beaade343c
|
no_churn
| 0.214171 | 0 |
no_churn
| -0.126509 | -0.005388 | -0.039292 | -0.039001 | -0.020636 | -0.091729 | 0.020478 | 0.033051 |
Male
| 59 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,775,200 |
23 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d29b8356-9e4d-4dfd-997a-32c5b86d528d
|
no_churn
| 0.25134 | 0 |
no_churn
| -0.189144 | -0.009724 | -0.116661 | 0.043 | -0.004063 | 0.047558 | -0.026026 | -0.013966 |
Male
| 53 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,775,200 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5e400124-6eda-4b56-9ce0-9a0d11364c37
|
no_churn
| 0.422131 | 0 |
no_churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 60 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ec0c1d8-de20-465f-ab70-0874808e1927
|
churn
| 0.736379 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 42 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
353e1682-f678-4e08-994b-7d45e2b039c4
|
churn
| 0.787462 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 44 |
No
|
No
|
Retired
|
Urban
|
High School or Below
| 1,671,775,200 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb4fbfd9-c940-496f-9a0b-b08a36473dd6
|
churn
| 0.61417 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 55 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,775,200 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b7377b62-3189-43be-befb-46334817e464
|
no_churn
| 0.678162 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 44 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a316d675-2407-4207-aabe-b667895fc011
|
no_churn
| 0.302695 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Male
| 79 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,775,200 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
100e2fe9-f9d9-4d2f-98a9-b3dc91df1806
|
no_churn
| 0.38715 | 0 |
no_churn
| 0.003688 | -0.003332 | -0.038435 | 0.124405 | 0.014193 | 0.037841 | 0.00146 | 0.001235 |
Male
| 28 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0f223a71-f1a8-4e1b-8f65-9e30dbea49af
|
no_churn
| 0.27183 | 0 |
no_churn
| -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 |
Female
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
31d80226-e322-4b5c-aef4-b2ed5060b250
|
churn
| 0.62984 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Male
| 61 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ba1170e5-7754-4698-b929-3bd83d94b105
|
no_churn
| 0.542283 | 0 |
no_churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Female
| 62 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,671,775,200 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac3bf50a-78b2-42d2-8dee-23cfdb34394d
|
no_churn
| 0.604778 | 0 |
no_churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4a31016-2cb4-4813-ab2e-e4bccd0f08b3
|
no_churn
| 0.466503 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 35 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,775,200 |
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
37b2e7ed-0520-46b9-846b-5a9dc5172977
|
no_churn
| 0.050415 | 0 |
no_churn
| -0.115588 | -0.003566 | 0.012677 | 0.018228 | 0.000134 | -0.106433 | -0.033272 | -0.023706 |
Female
| 64 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,775,200 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
59591549-2bd0-48ec-aa7c-38637e49b9ad
|
churn
| 0.659047 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Male
| 42 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e12a88d8-475d-4fba-89b7-0ae394e4c784
|
no_churn
| 0.546397 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 72 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
379f90da-5df8-46e5-944b-4e3acc780851
|
churn
| 0.896318 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 37 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9c219ad0-e175-4e8f-89f4-58e9bf20c57d
|
churn
| 0.734451 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 75 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9d83ea76-c56d-4a9d-896d-be969cb31df3
|
no_churn
| 0.171258 | 0 |
no_churn
| -0.175056 | -0.00355 | -0.112115 | 0.001653 | 0.044002 | 0.044287 | -0.033891 | -0.02531 |
Female
| 71 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91daae62-6096-4e66-bfe3-88e622afaa59
|
churn
| 0.814822 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 34 |
No
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eec56cde-75b9-4906-acff-d39cc0d5bfb5
|
churn
| 0.661534 | 1 |
churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Female
| 66 |
Yes
|
Yes
|
Disabled
|
Urban
|
High School or Below
| 1,671,775,200 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6cd283fe-b3cc-447a-b930-d3548b2453b6
|
churn
| 0.411662 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 68 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4cfabe3d-fc13-42bb-b3fe-5d47e8d1e361
|
no_churn
| 0.546886 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb2ec4f3-6b17-40ad-97d5-262a0a89007d
|
no_churn
| 0.66079 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 28 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,775,200 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9caf6b78-e0ec-494b-a41b-396e7e25ae37
|
no_churn
| 0.47883 | 0 |
no_churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Male
| 31 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
43 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8fb6fcec-132c-4fb4-9927-62e4408d16cb
|
no_churn
| 0.172465 | 0 |
no_churn
| -0.065922 | -0.00292 | -0.028301 | 0.078221 | 0.039286 | 0.070378 | -0.022616 | -0.01936 |
Male
| 67 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5b3d2509-d96f-46ba-bf7b-fdd6b05236f5
|
no_churn
| 0.458209 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
65d682b5-8fb9-4e71-9702-316cac3a057f
|
churn
| 0.734263 | 1 |
churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df06d4f0-46ce-45ee-8454-fe4929694a55
|
churn
| 0.572192 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 64 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,775,200 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e588cdb-d002-45e0-9ffa-0ae6417bce39
|
churn
| 0.723946 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 45 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
acdeda8e-d220-4a26-961f-74c3bfebb898
|
churn
| 0.483752 | 1 |
churn
| 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 |
Female
| 47 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
adcce669-d5bd-4531-a1e2-dc52d6526e2c
|
churn
| 0.76724 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 60 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fe155f69-4cdb-460f-8ef5-0201484705f0
|
no_churn
| 0.662871 | 0 |
no_churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Male
| 37 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,671,775,200 |
31 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
db3614ef-f739-44c1-a59d-4b7583799c4c
|
no_churn
| 0.516935 | 0 |
no_churn
| -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 |
Male
| 66 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
33 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
062ba786-c42e-4def-8aea-2fbbfac04e13
|
no_churn
| 0.059748 | 0 |
no_churn
| 0.00412 | -0.001809 | -0.058424 | 0.06737 | 0.028602 | -0.212068 | -0.011763 | -0.025054 |
Female
| 23 |
No
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,671,775,200 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
810f4d27-ecac-4efa-bfa9-09c549617fce
|
no_churn
| 0.082786 | 0 |
no_churn
| -0.09176 | -0.002737 | 0.018329 | 0.035764 | 0.003913 | -0.196767 | -0.015309 | -0.013794 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a798d6e5-a203-46a0-9889-b1e3aded5abe
|
no_churn
| 0.540717 | 0 |
no_churn
| -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 |
Male
| 71 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
61e7c950-7744-471f-8c9b-6ddc88164e18
|
churn
| 0.876585 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 63 |
No
|
No
|
Retired
|
Urban
|
Bachelor
| 1,671,775,200 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f0c0c77-1a22-446a-887d-b9b607a81bcb
|
no_churn
| 0.196289 | 0 |
no_churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Male
| 22 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,775,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5ec588e-9b64-4dd5-9bb7-92e48a0260c4
|
no_churn
| 0.105595 | 0 |
no_churn
| -0.152994 | -0.003182 | 0.060962 | 0.059378 | 0.035345 | 0.054726 | -0.001357 | -0.010218 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
f080764c-b5cf-4aa6-9306-59622173bb41
|
no_churn
| 0.131408 | 0 |
no_churn
| -0.05314 | -0.003137 | 0.01996 | 0.045516 | -0.000999 | -0.19092 | -0.025258 | -0.061049 |
Female
| 68 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4f2bd8b-024c-4732-a524-f1caa1d0b772
|
churn
| 0.384257 | 1 |
churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
884c1314-1125-46a6-9ef7-45ed68555f2c
|
no_churn
| 0.687018 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
28 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
518b19d4-1703-4e4b-9b58-739069db094b
|
no_churn
| 0.441982 | 0 |
no_churn
| -0.079189 | -0.005869 | -0.032693 | 0.106386 | 0.016852 | 0.077926 | -0.013452 | -0.0132 |
Male
| 49 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b9f519e9-abb8-4de7-b5c7-3911daffd10f
|
no_churn
| 0.67469 | 0 |
no_churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
38 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d3c2319-a907-4e96-a681-65c2c889178e
|
no_churn
| 0.216037 | 0 |
no_churn
| 0.068658 | -0.008714 | 0.005341 | 0.174442 | 0.013833 | 0.065926 | 0.013773 | 0.029058 |
Female
| 42 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,775,200 |
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