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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
60 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
41483e18-519c-4bf7-8dea-f8166f3bac1e
|
no_churn
| 0.085286 | 0 |
no_churn
| -0.008071 | -0.004127 | -0.023719 | 0.078627 | 0.131113 | 0.086198 | 0.114256 | 0.096698 |
Male
| 40 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
43 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
4dec8665-876d-4dc9-b95f-058faeee3554
|
churn
| 0.210993 | 0 |
no_churn
| 0.029712 | -0.000416 | -0.014605 | 0.010223 | 0.043371 | -0.000922 | 0.057909 | 0.065703 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
12 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f72eda5c-0bec-47a0-991d-ac4221588fa9
|
churn
| 0.630347 | 1 |
churn
| 0.139818 | -0.003475 | 0.033595 | 0.072416 | 0.047222 | 0.131652 | 0.175507 | 0.090572 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,466,400 |
72 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
d74600e8-3b66-4f32-afb0-a02283b29062
|
no_churn
| 0.021602 | 0 |
no_churn
| -0.125428 | -0.002382 | -0.012799 | 0.004478 | 0.007844 | -0.184458 | 0.02292 | 0.034131 |
Female
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
41 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
9531962b-4720-4fb7-835c-b0e7b00d9cf3
|
no_churn
| 0.061145 | 0 |
no_churn
| -0.028082 | -0.003513 | -0.014734 | 0.058203 | -0.029938 | -0.199765 | 0.010872 | 0.007931 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
b39bd572-53a0-4652-aba2-10b329a02e4e
|
no_churn
| 0.052667 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
33 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
50314588-243a-4692-9d03-d958aff42c0d
|
no_churn
| 0.227754 | 0 |
no_churn
| -0.147248 | -0.003053 | 0.057071 | -0.042391 | 0.042769 | 0.046715 | -0.020702 | -0.04 |
Female
| 66 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
3fca150d-efc2-4127-a6b8-f7dde56b646d
|
no_churn
| 0.018814 | 0 |
no_churn
| -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 |
Male
| 40 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
715d5f65-48dc-4b5d-8316-7eeb9de6577a
|
no_churn
| 0.310123 | 0 |
no_churn
| -0.072089 | -0.003022 | 0.099141 | 0.082377 | 0.042086 | 0.107919 | 0.015812 | 0.030176 |
Male
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
50 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
147db7ec-9544-465b-a2e6-37a9f61ee4bc
|
no_churn
| 0.210642 | 0 |
no_churn
| 0.034293 | -0.005483 | 0.092563 | 0.138776 | 0.083315 | -0.028418 | 0.150322 | 0.085606 |
Male
| 42 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
68 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
a3c96eb8-c940-4874-ba8f-08d66c2dc52d
|
no_churn
| 0.085201 | 0 |
no_churn
| 0.010194 | -0.000697 | 0.070794 | 0.135839 | 0.058052 | -0.026174 | 0.121095 | 0.07187 |
Female
| 62 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
35 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c30f90a9-e2d9-4190-9710-767ecfc7ccd4
|
churn
| 0.223059 | 1 |
churn
| -0.014232 | -0.003271 | 0.061507 | 0.126815 | -0.031559 | 0.092706 | 0.003814 | 0.014279 |
Male
| 70 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,466,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b07af541-bac9-45ef-89c9-13a07dcb1642
|
no_churn
| 0.209809 | 0 |
no_churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
30 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a357e324-fe00-43f4-b27e-de61787b830b
|
churn
| 0.361533 | 1 |
churn
| -0.031813 | -0.009541 | -0.045829 | 0.074394 | -0.025645 | 0.089992 | -0.004231 | -0.002642 |
Male
| 25 |
No
|
No
|
Retired
|
Suburban
|
Doctor
| 1,672,466,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
64b7581f-6aa0-4c8d-b213-ae15297bbbbd
|
no_churn
| 0.083605 | 0 |
no_churn
| 0.079373 | -0.00035 | 0.102263 | 0.113986 | 0.085336 | 0.00342 | -0.00061 | 0.010485 |
Male
| 38 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
43 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
47dfc9fa-6771-49ab-b66b-aacac755ed30
|
no_churn
| 0.060194 | 0 |
no_churn
| -0.053469 | -0.003917 | -0.035366 | 0.033811 | -0.026446 | -0.099653 | -0.029587 | -0.034398 |
Female
| 62 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,466,400 |
58 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e93c8d8-b050-4de9-ad9f-b64b161218b6
|
no_churn
| 0.127352 | 0 |
no_churn
| -0.207794 | -0.006658 | 0.014908 | 0.044915 | -0.050177 | 0.026832 | -0.015126 | -0.025926 |
Male
| 48 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,466,400 |
39 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
3fcb1e7f-08f1-4eef-b2e3-83de770d1839
|
churn
| 0.145811 | 1 |
churn
| 0.068095 | -0.002951 | -0.058441 | 0.086891 | -0.0772 | -0.040979 | -0.007963 | -0.030142 |
Female
| 43 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
45 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47bb56ec-6500-4a1d-96f5-da0982691718
|
no_churn
| 0.170171 | 0 |
no_churn
| -0.217906 | -0.00475 | -0.077871 | 0.02916 | 0.006389 | 0.034614 | -0.021115 | -0.017547 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
14 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fe52b7bf-7a12-42e7-a85f-c5a552702ee6
|
churn
| 0.666766 | 1 |
churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Male
| 22 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
24 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
adebd9af-db56-405f-b5f8-920443634a31
|
no_churn
| 0.150309 | 0 |
no_churn
| 0.007239 | -0.004407 | -0.002408 | 0.024468 | 0.080074 | -0.102114 | 0.08726 | 0.056194 |
Male
| 49 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,466,400 |
24 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
cc2a7156-7a12-4d46-9757-9c8755f86018
|
no_churn
| 0.110383 | 0 |
no_churn
| -0.045844 | -0.016011 | 0.001935 | 0.035094 | 0.074848 | -0.050507 | 0.08402 | 0.077439 |
Male
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
21 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
47e069cb-281e-481f-9eab-04ced166d3a4
|
no_churn
| 0.06587 | 0 |
no_churn
| -0.031844 | -0.003928 | 0.010717 | 0.025191 | -0.003878 | -0.027899 | 0.107047 | 0.065567 |
Female
| 44 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,466,400 |
11 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
4536dae0-e101-4c3b-81f9-b32a0b97a811
|
no_churn
| 0.26867 | 0 |
no_churn
| 0.017432 | -0.00376 | -0.103402 | 0.031337 | 0.102166 | 0.090311 | -0.086422 | 0.008324 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
28 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
a56fe025-d3d1-4769-9366-aacd36455eb0
|
no_churn
| 0.112551 | 0 |
no_churn
| 0.008875 | -0.004434 | 0.090311 | -0.049018 | 0.152209 | 0.077481 | 0.111348 | 0.121917 |
Male
| 26 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
60 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
816225b4-8fe1-459c-9999-b0588f72aa10
|
no_churn
| 0.078775 | 0 |
no_churn
| -0.096629 | -0.016921 | -0.006429 | -0.002391 | 0.046195 | -0.115803 | 0.008311 | 0.039642 |
Male
| 54 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
28daacd3-4fef-4fcf-b7e2-36f0b0b6e2e3
|
no_churn
| 0.179277 | 0 |
no_churn
| -0.07597 | -0.013892 | -0.090604 | -0.066496 | -0.134373 | 0.04393 | 0.047991 | 0.020389 |
Female
| 22 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,466,400 |
67 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
3236041b-7ffd-4f69-bdb7-ce8b15a1c77b
|
churn
| 0.135189 | 1 |
churn
| -0.068576 | -0.002766 | 0.007934 | -0.017616 | -0.04976 | -0.181359 | 0.026412 | 0.026706 |
Female
| 56 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,466,400 |
22 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
e74434b9-7dc5-4384-9395-c7b7925c1780
|
no_churn
| 0.156647 | 0 |
no_churn
| 0.00941 | 0.033532 | -0.00212 | 0.008555 | 0.015287 | -0.072737 | 0.044926 | 0.057454 |
Female
| 28 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
9b7cadd9-ce58-47a8-81ba-679587708199
|
no_churn
| 0.033021 | 0 |
no_churn
| -0.131381 | -0.002439 | -0.019872 | -0.033232 | 0.026877 | -0.174947 | 0.029955 | 0.046014 |
Female
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
13 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
7e2c364f-ed37-489f-ace6-dc4734f087ad
|
no_churn
| 0.591807 | 1 |
churn
| 0.123473 | 0.019001 | -0.026254 | 0.010365 | 0.051217 | 0.137451 | 0.127119 | 0.105055 |
Female
| 38 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,466,400 |
52 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c2363a0a-7702-4c57-9f60-a2c81028dbbb
|
no_churn
| 0.011663 | 0 |
no_churn
| -0.039095 | -0.003928 | -0.009711 | -0.022736 | 0.017332 | -0.131323 | -0.024078 | -0.049653 |
Male
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,466,400 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
33d95385-75c5-4b0a-b590-7631571d45d0
|
no_churn
| 0.060294 | 0 |
no_churn
| 0.011398 | -0.0053 | -0.030038 | -0.016063 | -0.034266 | -0.097777 | -0.029776 | -0.031538 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
17 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
95cc1535-e1a0-4ec2-8cd9-a06cb80423a0
|
no_churn
| 0.056941 | 0 |
no_churn
| -0.000005 | -0.00364 | -0.021565 | -0.044962 | 0.001041 | -0.129864 | -0.026305 | -0.043727 |
Male
| 29 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7c504866-6017-4c84-b349-60e80fd380cd
|
no_churn
| 0.520132 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
32 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
5c0152e2-2401-49cd-b3ed-2a03306a4eee
|
no_churn
| 0.037063 | 0 |
no_churn
| -0.023808 | -0.005173 | -0.028167 | -0.058854 | -0.027765 | -0.086891 | -0.017974 | -0.020394 |
Male
| 64 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
10 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a428bcb5-489c-42f6-9b24-69a7b1fd9e9b
|
no_churn
| 0.25937 | 0 |
no_churn
| -0.062912 | 0.070782 | 0.025827 | -0.08643 | 0.017845 | 0.076001 | -0.060991 | -0.04915 |
Female
| 39 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
14cb71fd-7339-4a4c-bfcd-2f5af027e66b
|
no_churn
| 0.396694 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Female
| 36 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,466,400 |
36 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
82f0cc13-9683-488e-b1b0-38524fcd6185
|
no_churn
| 0.028399 | 0 |
no_churn
| 0.008552 | -0.001303 | 0.023142 | -0.04459 | 0.045005 | -0.113698 | -0.024247 | -0.041886 |
Female
| 52 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,466,400 |
15 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1d4c31e5-b010-490a-bdc7-43b111f0c615
|
no_churn
| 0.141577 | 0 |
no_churn
| 0.202516 | 0.003267 | 0.061181 | 0.047866 | 0.073023 | 0.151073 | -0.025377 | -0.015549 |
Female
| 30 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,466,400 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c8c60240-80c7-4afe-8360-94cce3d74a9e
|
no_churn
| 0.301972 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
7 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f9027219-1d4f-4cc7-a135-c98fabb11ac4
|
churn
| 0.200617 | 1 |
churn
| -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 |
Female
| 29 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
2 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7922fc61-0b29-4e16-b17c-ed5d5c7af8da
|
no_churn
| 0.118489 | 0 |
no_churn
| 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
18 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
777a214b-8f30-4cd4-89c4-0825dd632ede
|
no_churn
| 0.130727 | 0 |
no_churn
| -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 |
Male
| 39 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,466,400 |
63 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7b182198-a1a1-4db6-a2e8-b193af4e98a4
|
no_churn
| 0.013979 | 0 |
no_churn
| -0.014508 | -0.00242 | -0.00305 | -0.006976 | -0.001984 | -0.212514 | -0.011353 | -0.016221 |
Male
| 36 |
No
|
No
|
Retired
|
Rural
|
Bachelor
| 1,672,466,400 |
17 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82aef296-3a08-4dc1-9d9f-9e8c20e22d47
|
no_churn
| 0.202376 | 0 |
no_churn
| 0.034468 | -0.103573 | -0.030504 | -0.009156 | -0.08392 | 0.076069 | -0.036195 | -0.051215 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
59550895-9310-48fc-9edb-d74fc212e404
|
no_churn
| 0.009861 | 0 |
no_churn
| -0.012333 | -0.004682 | -0.012765 | -0.047522 | -0.026701 | -0.114784 | -0.022647 | -0.020925 |
Female
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
1 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
02380425-f5e0-4106-995d-7896ad3bf2a2
|
churn
| 0.74444 | 1 |
churn
| 0.185379 | -0.011123 | -0.036618 | -0.106532 | -0.075056 | 0.091473 | -0.050013 | -0.038532 |
Female
| 58 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df7d2bfc-1100-4ae9-a623-de22629a15cf
|
no_churn
| 0.443202 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 25 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,466,400 |
10 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
98dd6c8d-95e4-45f6-a564-6dd53ae28038
|
churn
| 0.38608 | 1 |
churn
| -0.033471 | -0.014237 | -0.015706 | -0.113635 | -0.005698 | 0.051802 | -0.05913 | -0.073952 |
Female
| 58 |
Yes
|
No
|
Employed
|
Urban
|
Doctor
| 1,672,466,400 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e4239d6b-2618-4cd6-9dcb-3c3423c70ce8
|
churn
| 0.622663 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 23 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3011b529-8277-4255-af97-c45150383312
|
churn
| 0.559921 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 23 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
3 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4896abbc-5336-48e1-90cf-42a9c813c558
|
no_churn
| 0.191934 | 0 |
no_churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Female
| 45 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
46 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
4465176e-cb61-4dee-9274-515accfe165c
|
no_churn
| 0.006817 | 0 |
no_churn
| -0.005213 | -0.00047 | 0.013358 | -0.006298 | 0.018406 | -0.042394 | -0.008124 | -0.004261 |
Male
| 41 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
69 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
a92f12fd-cc1b-4bf2-93f8-cce54246f744
|
no_churn
| 0.005948 | 0 |
no_churn
| -0.041932 | -0.002801 | -0.00592 | -0.027215 | -0.024334 | -0.106225 | -0.016722 | -0.043876 |
Male
| 26 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
49 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
542e28ec-83ee-48a9-a387-cc1cbd6991e5
|
no_churn
| 0.012652 | 0 |
no_churn
| -0.044657 | -0.003115 | 0.014633 | -0.025699 | -0.046934 | -0.134539 | -0.014036 | -0.014679 |
Female
| 23 |
Yes
|
No
|
Retired
|
Suburban
|
College
| 1,672,466,400 |
47 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
974a2b29-35e0-48f9-a95e-4f7c7caf6e80
|
no_churn
| 0.006915 | 0 |
no_churn
| -0.027083 | -0.004937 | 0.012331 | -0.024823 | 0.017727 | -0.197714 | -0.017563 | -0.026963 |
Female
| 56 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,466,400 |
38 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
3382d6ee-1347-4903-ae85-3edf96133d31
|
churn
| 0.028846 | 0 |
no_churn
| 0.122677 | 0.00173 | 0.045782 | 0.012827 | 0.063304 | 0.042186 | -0.003764 | -0.035228 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
18 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7001340b-5ba6-4eda-adbd-e8cbc14ba9b9
|
churn
| 0.344861 | 1 |
churn
| -0.153803 | 0.038525 | 0.009318 | -0.053615 | -0.019098 | 0.045328 | -0.022756 | -0.039592 |
Male
| 45 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
62 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
18283dbb-71a5-4f13-b533-119c2e98ad22
|
no_churn
| 0.013429 | 0 |
no_churn
| -0.061901 | -0.001986 | -0.001677 | 0.001275 | -0.020192 | -0.073457 | -0.040628 | -0.05046 |
Male
| 57 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
46 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c9ff803c-0490-4324-8bb7-3db02d97a664
|
no_churn
| 0.1013 | 0 |
no_churn
| -0.110422 | -0.006511 | 0.000554 | -0.018362 | 0.032133 | -0.001388 | -0.030319 | -0.034711 |
Male
| 28 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
15 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c93beed6-eb3b-4778-baac-c6e145c9e785
|
churn
| 0.218466 | 1 |
churn
| 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 |
Female
| 28 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
7 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
9dce4607-607e-4424-b656-d85e15e92025
|
no_churn
| 0.031141 | 0 |
no_churn
| 0.203779 | -0.003254 | 0.046293 | 0.11418 | 0.103819 | -0.093662 | -0.006829 | -0.014805 |
Male
| 44 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
41 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7535bdea-de18-401a-9e9f-79027df8aace
|
no_churn
| 0.007287 | 0 |
no_churn
| -0.008528 | -0.004039 | -0.004198 | -0.024619 | -0.012325 | -0.184454 | -0.012064 | -0.018799 |
Male
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
19 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
37d9038d-a587-440d-8b04-3662f5ef9e43
|
no_churn
| 0.056646 | 0 |
no_churn
| -0.054595 | -0.013642 | -0.020581 | -0.057761 | -0.073231 | 0.027113 | -0.037582 | -0.038747 |
Female
| 51 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b6d8a9e-98f1-4a02-b15f-6e104e68a22e
|
churn
| 0.318991 | 1 |
churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
6 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f1ce23b-7b7d-4a72-b627-83c9dc164d58
|
no_churn
| 0.100623 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Female
| 31 |
No
|
No
|
Employed
|
Urban
|
Doctor
| 1,672,466,400 |
3 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d32eaa57-1e25-4b32-a180-16d8872f72d9
|
no_churn
| 0.348863 | 0 |
no_churn
| 0.261438 | 0.081735 | 0.046566 | 0.082775 | 0.069246 | 0.130024 | -0.018544 | -0.004933 |
Male
| 68 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
1 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c9affc8-4c56-4d25-a7f6-e42b160ccdd3
|
no_churn
| 0.702673 | 0 |
no_churn
| 0.192319 | 0.022556 | -0.002802 | -0.086548 | -0.036245 | 0.106385 | -0.043964 | -0.037035 |
Female
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
173b1dd1-818c-4420-96f7-02124ebe33d0
|
churn
| 0.561612 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
2 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aa889b62-8207-4105-9b5c-b31ba11fcd71
|
churn
| 0.458989 | 1 |
churn
| 0.104646 | -0.008306 | -0.020163 | -0.088875 | -0.046848 | 0.082932 | -0.049173 | -0.072328 |
Female
| 63 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c49d38ab-daac-4655-b291-9f29238b15e3
|
churn
| 0.625038 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 59 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,466,400 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a9adfebb-ed65-4d5d-95ed-31a27b7ca153
|
churn
| 0.461588 | 1 |
churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 40 |
Yes
|
No
|
Medical Leave
|
Rural
|
High School or Below
| 1,672,466,400 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
feba0087-a4bb-4d2f-8541-81810625940f
|
no_churn
| 0.006317 | 0 |
no_churn
| -0.068666 | -0.003623 | -0.012954 | -0.017303 | 0.003804 | -0.117554 | -0.024736 | -0.027994 |
Female
| 43 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
43 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
55e2681d-6f06-43c3-993e-612024462bf3
|
no_churn
| 0.102257 | 0 |
no_churn
| -0.043972 | -0.004782 | -0.016435 | -0.038438 | -0.012868 | -0.087304 | -0.023911 | -0.041315 |
Female
| 30 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
646cd05b-90dc-478f-97f9-cd7c147de1ac
|
churn
| 0.635557 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22f9b5dc-6d78-42c7-b594-e250ce118bad
|
churn
| 0.722433 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 73 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,466,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
458f287f-62d6-4e77-b954-9cdd8aef3e92
|
no_churn
| 0.314494 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
58ae7b6e-6735-4536-b892-c5b05588c361
|
no_churn
| 0.077632 | 0 |
no_churn
| 0.0171 | -0.003464 | -0.012207 | -0.075607 | 0.015697 | -0.088916 | -0.03157 | -0.038227 |
Male
| 79 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38fbca53-e575-484c-b627-20b8a47bda0f
|
no_churn
| 0.321604 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 34 |
Yes
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,672,466,400 |
19 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
bef8257e-8204-47d9-a3f5-4731a020b817
|
no_churn
| 0.076156 | 0 |
no_churn
| -0.016119 | -0.005587 | -0.02994 | -0.044443 | 0.00339 | -0.094333 | -0.040235 | -0.04176 |
Female
| 50 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,466,400 |
46 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3ab83171-f7df-4c9e-bda9-acff02ce49fa
|
no_churn
| 0.142065 | 0 |
no_churn
| -0.191238 | 0.016025 | 0.002173 | -0.001797 | 0.03436 | 0.020544 | -0.033693 | -0.0454 |
Female
| 66 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,466,400 |
18 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cd2bd62a-dbbc-4005-a768-8157babe870e
|
no_churn
| 0.22427 | 0 |
no_churn
| -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 |
Male
| 49 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,466,400 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
40149f39-9bce-439d-afe7-0856f67d8b2f
|
no_churn
| 0.027145 | 0 |
no_churn
| -0.042166 | -0.0054 | -0.014485 | -0.116817 | 0.012765 | -0.054686 | -0.014619 | -0.033617 |
Female
| 49 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,466,400 |
58 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
85caf884-0ee6-4424-aff4-71846aeade1d
|
no_churn
| 0.014669 | 0 |
no_churn
| -0.049244 | -0.00302 | -0.001486 | -0.031408 | 0.008872 | -0.10757 | -0.034483 | -0.050688 |
Female
| 71 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
20d8ae5c-075b-4b16-950e-094f212fcb79
|
no_churn
| 0.001877 | 0 |
no_churn
| -0.088546 | -0.003852 | -0.000792 | -0.027589 | 0.003078 | -0.108256 | -0.016707 | -0.026362 |
Female
| 70 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,466,400 |
41 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
2dee2959-2533-46eb-94f3-a9e2f8c71a13
|
no_churn
| 0.010508 | 0 |
no_churn
| -0.028505 | -0.005768 | -0.015328 | -0.051172 | 0.012783 | -0.119789 | -0.022702 | -0.038545 |
Male
| 61 |
No
|
Yes
|
Disabled
|
Rural
|
College
| 1,672,466,400 |
23 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
c87e3b66-5012-4831-b2fb-4cc49a1bc9dd
|
no_churn
| 0.021717 | 0 |
no_churn
| -0.064159 | -0.006181 | -0.041359 | -0.017765 | 0.002849 | -0.073758 | -0.032963 | -0.035689 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
dab35838-56c7-4e14-a818-4ca03bdab623
|
no_churn
| 0.055284 | 0 |
no_churn
| -0.020267 | -0.006414 | -0.022161 | -0.043891 | -0.00004 | -0.098593 | -0.038753 | -0.038908 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
10 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
193601f4-6568-4e98-af39-2bec7ecf2d5f
|
no_churn
| 0.274868 | 0 |
no_churn
| -0.033471 | -0.014237 | -0.015706 | -0.113635 | -0.005698 | 0.051802 | -0.05913 | -0.073952 |
Female
| 70 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
3 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2c516dd6-aba6-4cdf-abe0-2ed0e9c83004
|
no_churn
| 0.365926 | 0 |
no_churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Male
| 79 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
26 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
6ea6a61f-ccfc-4642-a98f-e048fb3d9881
|
no_churn
| 0.080046 | 0 |
no_churn
| -0.062388 | -0.004463 | -0.02695 | -0.025571 | 0.008913 | -0.076535 | -0.039477 | -0.042555 |
Male
| 79 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
02f38abb-075f-4342-bb9f-62dca31f3ede
|
no_churn
| 0.369347 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 63 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,466,400 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e4ca275-ed3d-4434-9188-c63c8045ed4d
|
no_churn
| 0.091919 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 20 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
39 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
3488b373-79d0-4f65-af31-be71790c0641
|
no_churn
| 0.089947 | 0 |
no_churn
| 0.000076 | -0.002036 | 0.022154 | -0.051187 | 0.02875 | -0.056762 | -0.022093 | -0.037927 |
Female
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
18 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
3811777b-b8ce-4b34-a5cc-a781205c3d22
|
no_churn
| 0.010065 | 0 |
no_churn
| -0.024222 | -0.006099 | 0.010577 | -0.018545 | 0.00772 | -0.14667 | -0.04498 | -0.046809 |
Male
| 47 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
28 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43447efc-b5a3-4065-82db-0a4171ba2cd4
|
no_churn
| 0.063047 | 0 |
no_churn
| -0.16803 | -0.01051 | 0.011354 | -0.054547 | 0.028343 | 0.048391 | -0.050873 | -0.073154 |
Female
| 39 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
41c3f455-2568-43e5-9850-d1eb88d5d1be
|
no_churn
| 0.019103 | 0 |
no_churn
| 0.094941 | -0.005609 | -0.019713 | -0.046951 | 0.011647 | -0.227681 | -0.030498 | -0.040161 |
Male
| 38 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fef90ae7-bdb5-440e-afee-ab7942cd5eb5
|
churn
| 0.549493 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
13 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0eef6a51-f816-4ca1-8819-6c0080b0f58d
|
no_churn
| 0.277619 | 0 |
no_churn
| -0.096441 | 0.033426 | -0.001371 | -0.091781 | -0.055572 | 0.062798 | -0.055032 | -0.065052 |
Male
| 71 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
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