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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
66 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
575b5d8d-0e13-47ce-a6ec-78b14836bccb
|
no_churn
| 0.189503 | 0 |
no_churn
| -0.159984 | -0.006932 | 0.008076 | 0.039673 | 0.010069 | 0.045032 | -0.072049 | 0.02709 |
Female
| 23 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,670,997,600 |
25 |
Yes
|
Yes
|
High Speed
|
Expired
|
Two year
|
100hrs+
|
Disabled
|
81928ac5-50a9-4db9-810c-07599e81622e
|
no_churn
| 0.020726 | 1 |
churn
| 0.079816 | -0.001602 | 0.059837 | -0.011582 | 0.001956 | -0.08795 | -0.011412 | 0.01191 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,670,997,600 |
69 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
46c9aae4-a7e1-444e-82fd-27d415006f45
|
no_churn
| 0.255203 | 0 |
no_churn
| -0.111023 | -0.002832 | 0.081276 | 0.036253 | 0.059807 | 0.096361 | 0.003177 | 0.050931 |
Male
| 52 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,670,997,600 |
49 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
e8d7bcc6-a360-4365-b9e6-db1187a29cf1
|
no_churn
| 0.250579 | 0 |
no_churn
| -0.161239 | 0.014731 | -0.007476 | -0.028603 | -0.085643 | 0.043383 | 0.010115 | -0.024294 |
Female
| 66 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,670,997,600 |
24 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
bf7fe5c4-4b9f-4746-b41c-20e7f3b533a2
|
no_churn
| 0.008719 | 0 |
no_churn
| -0.11799 | -0.011141 | -0.047325 | -0.023442 | -0.054323 | 0.027875 | 0.003527 | -0.026207 |
Female
| 45 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,670,997,600 |
39 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7a79b538-700b-4041-b7e1-f481f618a6ef
|
no_churn
| 0.3491 | 0 |
no_churn
| -0.014975 | -0.005084 | 0.119742 | 0.09381 | 0.103294 | 0.129614 | 0.141553 | 0.06302 |
Male
| 51 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,670,997,600 |
39 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
0c5e855b-f14d-4274-a79e-129fdebf197f
|
no_churn
| 0.3491 | 0 |
no_churn
| -0.027733 | -0.004603 | 0.019637 | -0.029177 | -0.076863 | 0.087041 | 0.0013 | 0.034158 |
Female
| 57 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,670,997,600 |
6 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
e9b85e87-fd3e-4c16-a6f8-0111e3f81312
|
no_churn
| 0.666338 | 1 |
churn
| 0.078808 | -0.000956 | 0.011765 | 0.143469 | 0.03325 | 0.094598 | -0.043811 | 0.02635 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,670,997,600 |
15 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
1eb5fa57-e99b-41ea-bee0-e60832f9354d
|
no_churn
| 0.03424 | 0 |
no_churn
| 0.143686 | -0.003307 | -0.043042 | -0.007916 | 0.101021 | 0.115515 | 0.037725 | -0.019042 |
Female
| 56 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,670,997,600 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
85759cbd-c824-4060-919f-508f879502b9
|
no_churn
| 0.684728 | 1 |
churn
| 0.09288 | -0.003029 | 0.021135 | 0.022504 | 0.042696 | 0.107355 | -0.052964 | 0.019444 |
Female
| 55 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,670,997,600 |
24 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
52733ef0-8691-49f6-884f-4e293367715f
|
no_churn
| 0.158503 | 0 |
no_churn
| -0.000343 | -0.00287 | 0.031346 | -0.016053 | 0.038614 | 0.08283 | 0.096602 | -0.069152 |
Male
| 75 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,670,997,600 |
1 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
14733624-e6a8-4612-9f4d-a9367413257a
|
no_churn
| 0.866001 | 1 |
churn
| 0.183083 | -0.007165 | 0.081302 | 0.102442 | -0.013319 | 0.124762 | -0.007453 | -0.003899 |
Male
| 26 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,670,997,600 |
6 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
4ee6e07d-50d6-4f13-a54f-d31b9aa8f681
|
churn
| 0.222003 | 0 |
no_churn
| 0.107391 | -0.001759 | -0.01152 | -0.057093 | 0.011798 | 0.068729 | 0.034464 | -0.012835 |
Female
| 57 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,670,997,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
b8234e8b-d7b7-4a99-9860-6fb6ffe7c111
|
churn
| 0.387835 | 1 |
churn
| 0.295646 | -0.008284 | -0.008392 | -0.033921 | -0.043434 | 0.138132 | 0.089762 | -0.039876 |
Male
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,670,997,600 |
6 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
e8a992d1-7239-44f4-baec-f79a2958da41
|
no_churn
| 0.575802 | 0 |
no_churn
| -0.096288 | 0.001537 | -0.001691 | -0.088242 | -0.098448 | 0.059639 | -0.033066 | -0.002467 |
Male
| 48 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,670,997,600 |
27 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
cfccf04b-ea2b-4bee-9dcd-4eba2efad30a
|
no_churn
| 0.042454 | 0 |
no_churn
| -0.115939 | -0.01214 | -0.039881 | -0.062616 | -0.01673 | 0.027818 | -0.027523 | -0.022016 |
Female
| 42 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,670,997,600 |
66 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
b862b0af-15db-4361-8135-4e6975723a4c
|
no_churn
| 0.1089 | 0 |
no_churn
| -0.072863 | -0.003678 | -0.056288 | -0.001354 | 0.034596 | 0.059296 | 0.03511 | -0.043844 |
Male
| 37 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,670,997,600 |
63 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
fd604821-6bb9-4009-86f5-b6fcbe978c63
|
no_churn
| 0.01641 | 0 |
no_churn
| 0.047538 | -0.00011 | 0.019409 | 0.076316 | 0.027689 | 0.083184 | -0.036787 | 0.023734 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,670,997,600 |
25 |
Yes
|
No
|
Fiber optic
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
2da4b49b-bd20-46c0-be32-fa547dc0725e
|
no_churn
| 0.511022 | 0 |
no_churn
| -0.083382 | -0.007985 | -0.108923 | 0.089681 | -0.003309 | 0.037158 | -0.011431 | -0.003336 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,670,997,600 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
c7a9be88-a900-49cf-9dbb-de76bb8e9da7
|
no_churn
| 0.664525 | 0 |
no_churn
| 0.156618 | -0.000862 | 0.0408 | 0.144013 | 0.073229 | 0.129461 | 0.080732 | -0.033888 |
Female
| 35 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,670,997,600 |
49 |
No
|
No phone service
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
6650c308-4254-478e-abe7-1591a1ee34ce
|
no_churn
| 0.250579 | 0 |
no_churn
| -0.183965 | 0.016021 | -0.009219 | -0.026388 | -0.018588 | 0.06611 | 0.007424 | -0.030422 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,670,997,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
One year
|
100hrs+
|
Disabled
|
09b54a08-130f-4571-8418-e4858a39abd2
|
no_churn
| 0.041531 | 0 |
no_churn
| -0.12939 | -0.002469 | 0.027257 | 0.066678 | 0.046857 | -0.071869 | 0.078516 | -0.054607 |
Female
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,670,997,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
649c1999-e769-4953-a1d8-58d46d5675f7
|
no_churn
| 0.913967 | 1 |
churn
| 0.341176 | -0.004893 | -0.02431 | 0.098129 | 0.053395 | 0.157543 | 0.061336 | -0.027609 |
Female
| 68 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,670,997,600 |
2 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
8cca5a6f-8a48-431e-b482-a2344d09fe34
|
no_churn
| 0.827113 | 1 |
churn
| 0.246932 | -0.009574 | -0.073305 | -0.0075 | -0.080566 | 0.085162 | 0.049291 | 0.054079 |
Male
| 34 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,670,997,600 |
72 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
63bbb9a7-4522-4030-8ad3-d52805faba37
|
no_churn
| 0.002472 | 0 |
no_churn
| -0.125672 | -0.01534 | -0.025646 | -0.045381 | -0.055013 | 0.035549 | 0.013223 | -0.020746 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,670,997,600 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
5246a216-2a58-494f-8eb3-df8e1de3ce6a
|
no_churn
| 0.594083 | 0 |
no_churn
| -0.049093 | -0.003603 | 0.064474 | 0.069987 | 0.016471 | 0.100793 | -0.020695 | 0.046632 |
Male
| 76 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,670,997,600 |
5 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
e6577dd7-3665-459d-b64c-249f8d87cb15
|
no_churn
| 0.684728 | 1 |
churn
| 0.083139 | -0.001086 | 0.01386 | 0.093746 | 0.031162 | 0.086299 | -0.050644 | 0.026653 |
Female
| 76 |
No
|
No
|
Retired
|
Rural
|
High School or Below
| 1,670,997,600 |
51 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Disabled
|
7d45b1f9-184a-47b7-b629-ea08b016ed20
|
no_churn
| 0.030504 | 0 |
no_churn
| -0.041333 | -0.007091 | -0.050655 | -0.012345 | 0.032334 | -0.10196 | 0.061822 | -0.029797 |
Male
| 38 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,670,997,600 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
95bd910d-2199-45e6-93c3-ea2ba58c94d9
|
no_churn
| 0.086 | 0 |
no_churn
| -0.003821 | -0.000635 | 0.031293 | 0.036592 | 0.130052 | 0.115984 | 0.045255 | 0.019588 |
Female
| 71 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,670,997,600 |
40 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
86ac94b8-5d27-47c1-ba1a-811bfe04df62
|
no_churn
| 0.116052 | 0 |
no_churn
| 0.064749 | 0.115095 | 0.057842 | 0.039789 | 0.045121 | 0.165533 | 0.08894 | 0.043903 |
Male
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
51 |
Yes
|
No
|
High Speed
|
Expired
|
Two year
|
100hrs+
|
Active
|
339a572a-bb61-4a23-b70d-cefba3ceb948
|
no_churn
| 0.016261 | 0 |
no_churn
| -0.074809 | -0.003792 | -0.019721 | -0.032743 | -0.079794 | -0.098019 | 0.015479 | 0.024373 |
Female
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,084,000 |
58 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
bb9dd900-25d7-405f-8718-b2981f86bf1b
|
no_churn
| 0.023067 | 0 |
no_churn
| -0.102637 | 0.018228 | 0.012828 | -0.118181 | -0.065175 | 0.055275 | 0.076217 | 0.03442 |
Male
| 78 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,084,000 |
72 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<50hrs
|
Active
|
da93462b-d132-4857-9e38-68c38ec66b3c
|
no_churn
| 0.005171 | 0 |
no_churn
| -0.169965 | -0.003327 | 0.032245 | -0.012554 | -0.073673 | 0.069451 | 0.051647 | 0.05715 |
Female
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
72 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
974a278a-0c65-4e75-98b6-4e003257c2c0
|
churn
| 0.022556 | 0 |
no_churn
| -0.151622 | -0.01247 | 0.013885 | -0.026094 | -0.053508 | 0.046879 | -0.017145 | 0.041049 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
12 |
Yes
|
Yes
|
Medium Speed
|
Expired
|
One year
|
100hrs+
|
Active
|
3b9a666d-f651-4f5b-a15c-40b2cc98743f
|
no_churn
| 0.235736 | 0 |
no_churn
| 0.024458 | -0.005208 | -0.005697 | -0.159554 | -0.001966 | -0.051117 | 0.057559 | 0.067499 |
Male
| 32 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,084,000 |
64 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
884b6ad5-6aac-4fc4-96d2-408dc089a0a7
|
no_churn
| 0.008394 | 0 |
no_churn
| -0.184508 | -0.012773 | 0.020101 | -0.066114 | -0.061813 | 0.036882 | 0.025086 | 0.034113 |
Male
| 49 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,084,000 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
ebe0c4e9-adeb-4da4-b348-e047df120098
|
no_churn
| 0.003648 | 0 |
no_churn
| -0.132176 | -0.00482 | -0.002964 | -0.019625 | -0.047334 | 0.05021 | 0.016117 | 0.018667 |
Female
| 52 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,084,000 |
29 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
866b371c-834e-4c79-9c91-c61093ec8374
|
no_churn
| 0.097922 | 0 |
no_churn
| -0.086589 | 0.008222 | -0.005444 | -0.047862 | -0.142351 | 0.064493 | 0.019507 | 0.030998 |
Female
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
69 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
3ba8375a-a40c-4cb0-89eb-aae3108ee07e
|
no_churn
| 0.012871 | 0 |
no_churn
| -0.130038 | -0.00179 | 0.000685 | 0.005396 | -0.129817 | 0.053801 | 0.08662 | 0.056116 |
Female
| 59 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,084,000 |
66 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
b471ef1e-0925-48f6-90b2-4984a9dc176d
|
no_churn
| 0.020358 | 0 |
no_churn
| -0.058005 | -0.001913 | -0.013508 | -0.016058 | 0.024363 | -0.224649 | 0.025491 | 0.045253 |
Male
| 29 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,084,000 |
56 |
No
|
No phone service
|
High Speed
|
Expired
|
One year
|
100hrs+
|
Active
|
8c23f028-a3da-4a14-bbea-c0ebb48701c3
|
churn
| 0.15605 | 0 |
no_churn
| -0.043828 | -0.015866 | -0.027059 | -0.022719 | -0.013655 | -0.161926 | 0.016512 | 0.029515 |
Male
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
46 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
e7d2fd82-5641-4fd5-9357-1d58d08c230e
|
no_churn
| 0.129741 | 0 |
no_churn
| -0.207546 | -0.006473 | 0.018821 | -0.044855 | -0.034694 | 0.038359 | -0.0208 | 0.028162 |
Female
| 48 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
613f96f3-5942-41d9-a0f4-0aecc8b3887b
|
no_churn
| 0.345934 | 1 |
churn
| 0.190212 | -0.008942 | -0.01221 | -0.046221 | 0.036173 | 0.098017 | 0.048971 | 0.061974 |
Male
| 65 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
72 |
No
|
No phone service
|
High Speed
|
Expired
|
Two year
|
100hrs+
|
Active
|
b65cdc96-88c0-4274-a4f1-fad6fbcda30d
|
no_churn
| 0.005762 | 0 |
no_churn
| -0.078003 | 0.017189 | 0.000481 | -0.015109 | -0.009207 | -0.206164 | 0.005555 | 0.016231 |
Male
| 58 |
Yes
|
No
|
Unemployed
|
Urban
|
Master
| 1,671,084,000 |
59 |
Yes
|
Yes
|
Medium Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
f45d14d3-e6c5-40fd-bf14-6e7e04c812ac
|
no_churn
| 0.1181 | 0 |
no_churn
| -0.121316 | -0.009383 | 0.037178 | -0.045292 | -0.012657 | 0.06063 | 0.0384 | 0.048415 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,084,000 |
38 |
Yes
|
No
|
Medium Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
726c9d34-a854-4ade-a6ca-b58710944774
|
no_churn
| 0.05645 | 0 |
no_churn
| -0.048329 | -0.013712 | -0.02292 | -0.176541 | -0.013469 | 0.041017 | 0.004099 | -0.011671 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
16 |
No
|
No phone service
|
Medium Speed
|
Expired
|
Two year
|
<80hrs
|
Disabled
|
e4abe344-40c4-4c8d-b69d-0d94f3b0c88e
|
no_churn
| 0.026852 | 0 |
no_churn
| -0.012799 | 0.017673 | -0.001035 | -0.042449 | -0.003109 | -0.132492 | 0.047589 | -0.022403 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
51 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Disabled
|
4b641071-aa28-49d3-8c67-6568fd884aa0
|
no_churn
| 0.043853 | 0 |
no_churn
| -0.041333 | -0.007091 | -0.050655 | -0.012345 | 0.032334 | -0.10196 | 0.061822 | -0.029797 |
Male
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,084,000 |
34 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
f921539b-4bb3-4669-a68b-c4c6aba1298d
|
no_churn
| 0.130273 | 0 |
no_churn
| -0.03631 | -0.006147 | 0.054903 | -0.054991 | 0.023826 | 0.018757 | -0.004845 | -0.012553 |
Male
| 44 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,084,000 |
34 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
c077e8b7-41f5-48b7-9bbb-d842d8fc55b2
|
no_churn
| 0.020288 | 0 |
no_churn
| -0.123009 | -0.003911 | -0.057727 | -0.099117 | 0.0255 | 0.036546 | 0.033428 | -0.029736 |
Male
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,084,000 |
34 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
c6320d4b-aa8c-4775-906d-672831d2fa7c
|
no_churn
| 0.131582 | 0 |
no_churn
| -0.162449 | 0.01725 | -0.020331 | -0.028525 | 0.035923 | 0.053383 | 0.048456 | -0.036947 |
Female
| 39 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,084,000 |
22 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
61aa2fee-175c-4295-a1d4-36a3a9d28ecf
|
no_churn
| 0.119508 | 0 |
no_churn
| 0.078551 | -0.01115 | 0.002556 | 0.073068 | 0.006532 | 0.086558 | -0.018868 | 0.007758 |
Male
| 74 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
43 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ff89f227-c348-4edf-b476-82bb014ff4b7
|
no_churn
| 0.092859 | 0 |
no_churn
| -0.082336 | -0.010143 | -0.017936 | -0.070652 | -0.035441 | 0.036788 | -0.02739 | -0.041916 |
Male
| 20 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,084,000 |
52 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
fcd38a11-6ca6-49ad-b340-3b3f88066f67
|
churn
| 0.076522 | 0 |
no_churn
| -0.111375 | -0.006198 | 0.035909 | -0.015067 | -0.083895 | 0.037455 | 0.021382 | -0.014737 |
Male
| 44 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,084,000 |
5 |
No
|
No phone service
|
Low Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
384ede12-5682-4b02-bbbb-1b733216a397
|
no_churn
| 0.31192 | 0 |
no_churn
| 0.065985 | 0.000321 | -0.020044 | -0.01175 | -0.023051 | 0.084161 | 0.009175 | -0.023585 |
Female
| 53 |
No
|
No
|
Employed
|
Rural
|
Doctor
| 1,671,084,000 |
48 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
78135ba6-c92a-4ce1-8619-5e9c7a44f022
|
no_churn
| 0.101507 | 0 |
no_churn
| -0.098049 | 0.023588 | 0.012539 | -0.015981 | 0.018942 | 0.037823 | 0.073986 | -0.051872 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
11 |
Yes
|
No
|
Medium Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
874c7765-5975-4142-8d16-34510a2dc5f1
|
no_churn
| 0.182422 | 0 |
no_churn
| -0.027455 | -0.010598 | -0.010539 | -0.130442 | -0.031628 | 0.056066 | 0.027831 | -0.028261 |
Male
| 79 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,084,000 |
57 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
bcd9aed3-ea4e-47e6-942d-f0fa605ec0fc
|
no_churn
| 0.048418 | 0 |
no_churn
| -0.102475 | -0.022363 | -0.034437 | -0.042851 | -0.046388 | 0.029228 | -0.020237 | -0.019504 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
57 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Disabled
|
edaef097-6271-4bdc-abd7-c4f2ca76ac29
|
no_churn
| 0.10698 | 0 |
no_churn
| -0.075586 | -0.004059 | -0.014418 | -0.029829 | -0.050027 | -0.062797 | 0.018681 | -0.020991 |
Female
| 43 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
72 |
Yes
|
Yes
|
High Speed
|
Expired
|
Two year
|
100hrs+
|
Disabled
|
b92f5044-ca0d-467d-b06d-67b69fa38613
|
no_churn
| 0.00569 | 0 |
no_churn
| -0.096888 | -0.004858 | 0.004773 | -0.027838 | -0.014716 | -0.134363 | 0.02163 | -0.016767 |
Male
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,084,000 |
44 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
ad16c5c2-2bb5-4235-b1b1-093f49ed2310
|
no_churn
| 0.109537 | 0 |
no_churn
| -0.154766 | -0.008565 | -0.032415 | -0.03769 | -0.026629 | 0.024283 | 0.008522 | -0.021767 |
Female
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
17 |
Yes
|
Yes
|
Low Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
0790833e-5aa4-4c07-98a6-d43c52137397
|
no_churn
| 0.236127 | 0 |
no_churn
| -0.00572 | -0.007347 | -0.015168 | -0.136214 | -0.071328 | 0.041762 | -0.031481 | -0.043529 |
Female
| 50 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,671,084,000 |
2 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
db184ad7-3fb5-4ecd-9790-fd46dfea5092
|
no_churn
| 0.489303 | 0 |
no_churn
| 0.292814 | -0.009815 | 0.107029 | -0.010864 | 0.046229 | 0.143389 | -0.008682 | -0.014626 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,084,000 |
13 |
No
|
No phone service
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
b3597684-0dc0-4a5e-8500-896518c70ddd
|
no_churn
| 0.010849 | 0 |
no_churn
| 0.085409 | 0.13387 | 0.055871 | -0.04098 | 0.040396 | 0.140997 | 0.040683 | -0.030923 |
Male
| 72 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,084,000 |
19 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
720b102c-65a9-49e7-8173-cd8a6f5598d9
|
no_churn
| 0.143728 | 1 |
churn
| -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 |
Male
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,084,000 |
10 |
No
|
No phone service
|
Low Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
a27bc441-ebd7-48a9-bcee-6a97198e4a8f
|
churn
| 0.545733 | 1 |
churn
| 0.148556 | 0.156403 | 0.039929 | 0.017797 | 0.067826 | 0.134422 | 0.004431 | -0.01589 |
Male
| 40 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,084,000 |
23 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
81075ffb-fd8a-4732-b428-001800f95067
|
no_churn
| 0.066932 | 0 |
no_churn
| -0.159307 | -0.012647 | -0.12155 | -0.018263 | 0.035861 | 0.025558 | 0.040122 | -0.028801 |
Male
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
15 |
No
|
No phone service
|
Medium Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
7789a183-6ae6-4c6a-907d-2e4d4b0315a6
|
no_churn
| 0.52623 | 1 |
churn
| 0.004418 | 0.043351 | 0.006952 | -0.166354 | 0.005931 | 0.078072 | -0.018083 | -0.003313 |
Male
| 80 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,671,084,000 |
5 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
95b1f671-9b85-40a8-b54c-b43bb0498b5d
|
no_churn
| 0.151654 | 0 |
no_churn
| 0.21659 | -0.004173 | 0.069247 | 0.016072 | 0.122552 | 0.157113 | -0.023683 | -0.029508 |
Male
| 63 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,084,000 |
67 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
43e68779-a57c-4abd-91ab-0c92dd9a24b2
|
no_churn
| 0.022611 | 0 |
no_churn
| -0.124298 | -0.015387 | 0.013906 | -0.066019 | -0.037315 | 0.033993 | 0.031611 | -0.030516 |
Male
| 43 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,084,000 |
22 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
7a354eb9-6270-438f-b432-417e6afa6074
|
no_churn
| 0.258371 | 0 |
no_churn
| -0.07343 | -0.010615 | -0.06869 | 0.004887 | -0.131691 | 0.01305 | 0.030215 | 0.027249 |
Female
| 61 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,084,000 |
72 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
cba54f0f-b75a-476a-862b-f051d57b53cf
|
no_churn
| 0.008176 | 0 |
no_churn
| -0.206349 | -0.001829 | 0.011517 | -0.022532 | 0.050899 | 0.058072 | -0.003576 | 0.064771 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
65 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
48743595-1266-47b4-bd34-22494306c0b9
|
no_churn
| 0.160302 | 0 |
no_churn
| -0.1185 | -0.0031 | -0.003031 | 0.008809 | 0.038748 | -0.19853 | 0.04391 | 0.052667 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
021c86e5-7118-40f4-939b-3e5f03f0188a
|
no_churn
| 0.026886 | 0 |
no_churn
| -0.091105 | -0.005015 | 0.015574 | -0.047485 | -0.125319 | 0.046238 | 0.028566 | 0.047852 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
33 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
0f3655c4-2b6b-4de0-b43e-6322e6770a81
|
no_churn
| 0.507941 | 1 |
churn
| 0.034844 | -0.000093 | 0.046914 | 0.059561 | 0.143633 | 0.119701 | 0.098093 | 0.118239 |
Male
| 44 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,084,000 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
51d39512-582b-40dd-9a1d-3737952af2e8
|
no_churn
| 0.095854 | 0 |
no_churn
| -0.194159 | -0.013927 | -0.030077 | -0.01496 | -0.085448 | 0.032369 | 0.026503 | 0.020673 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
53 |
Yes
|
Yes
|
High Speed
|
Expired
|
One year
|
<80hrs
|
Active
|
69074f12-cddb-463a-8c82-c2404eff3eb8
|
no_churn
| 0.177937 | 0 |
no_churn
| -0.078787 | -0.00489 | 0.013284 | -0.020235 | -0.104585 | -0.051127 | -0.029598 | 0.04477 |
Male
| 59 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Two year
|
<80hrs
|
Active
|
ec61a335-3663-440f-94b8-3631d7b9e7bb
|
no_churn
| 0.050133 | 0 |
no_churn
| -0.151635 | -0.005498 | 0.000739 | 0.047541 | -0.023056 | -0.161691 | 0.001539 | 0.023035 |
Female
| 48 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Two year
|
<80hrs
|
Active
|
a33840e7-4193-4818-91cc-af7b1e6a536b
|
no_churn
| 0.006305 | 0 |
no_churn
| -0.151635 | -0.005498 | 0.000739 | 0.047541 | -0.023056 | -0.161691 | 0.001539 | 0.023035 |
Female
| 42 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,084,000 |
61 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c235dd11-4447-4d2e-b44f-f0b61c1ed9cc
|
no_churn
| 0.297622 | 0 |
no_churn
| -0.24464 | -0.009854 | 0.006039 | 0.028411 | -0.032576 | -0.018657 | 0.019911 | 0.01234 |
Male
| 34 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,084,000 |
47 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
4e2420ba-9264-4e39-9dfe-796d3efe6cfa
|
no_churn
| 0.264975 | 0 |
no_churn
| 0.049119 | -0.000013 | 0.071703 | 0.158417 | 0.085688 | 0.120841 | 0.077826 | -0.002608 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
22 |
Yes
|
No
|
Fiber optic
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
4cd78ea0-6f3e-4d65-8476-5f928d8c2fdf
|
no_churn
| 0.409648 | 0 |
no_churn
| -0.097057 | -0.006663 | -0.114419 | 0.044697 | -0.04891 | 0.001414 | -0.002688 | -0.010401 |
Female
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
15 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
488f2108-29b0-4cb5-8be7-371a216e850e
|
no_churn
| 0.48875 | 0 |
no_churn
| 0.001017 | -0.004669 | -0.06062 | -0.0254 | 0.011105 | 0.064591 | -0.039422 | 0.018502 |
Female
| 62 |
Yes
|
No
|
Retired
|
Rural
|
College
| 1,671,084,000 |
27 |
Yes
|
No
|
Fiber optic
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
48a2061a-7efe-461f-91fd-34b907827514
|
no_churn
| 0.320061 | 0 |
no_churn
| -0.178946 | -0.007432 | -0.108613 | 0.055711 | -0.111496 | 0.040771 | 0.026067 | 0.014912 |
Male
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,084,000 |
28 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
18416621-9f56-4eda-9a92-4b501593932f
|
churn
| 0.522178 | 0 |
no_churn
| 0.060038 | -0.00296 | 0.13396 | 0.186713 | 0.010704 | 0.130996 | 0.061438 | 0.077584 |
Male
| 51 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,084,000 |
63 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Two year
|
100hrs+
|
Active
|
e5778fea-e368-4303-8aa1-714b223e6268
|
churn
| 0.134853 | 0 |
no_churn
| -0.10329 | -0.002605 | 0.044804 | 0.077273 | 0.037336 | -0.113176 | 0.024118 | 0.016513 |
Male
| 32 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
18 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
246a03f1-ed19-4310-bae6-cf227fe2b505
|
no_churn
| 0.557626 | 0 |
no_churn
| 0.021848 | -0.002715 | 0.053853 | 0.129378 | 0.051447 | 0.056051 | 0.037306 | -0.002861 |
Female
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
69 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
7881a60f-41ba-40ad-8359-56cb396b67b7
|
no_churn
| 0.119745 | 0 |
no_churn
| -0.121767 | -0.002175 | -0.028677 | 0.073692 | -0.058081 | -0.053159 | 0.031215 | 0.049927 |
Female
| 57 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
14 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
b6892b22-67c1-425b-8539-fe80f20954af
|
no_churn
| 0.63559 | 1 |
churn
| 0.041595 | -0.003979 | 0.067137 | 0.05446 | 0.057878 | 0.101824 | 0.055013 | -0.036109 |
Female
| 80 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,084,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Disabled
|
f98a3eb7-b21d-486a-8782-a8caf05a2da8
|
no_churn
| 0.016534 | 0 |
no_churn
| -0.125865 | -0.003291 | 0.006369 | 0.03341 | -0.035676 | -0.145716 | 0.015572 | -0.01383 |
Male
| 46 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,084,000 |
54 |
Yes
|
No
|
Fiber optic
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
500ca4c3-062c-4d3a-8d72-13d1191de887
|
no_churn
| 0.020824 | 0 |
no_churn
| -0.208192 | -0.010822 | -0.0549 | 0.054801 | 0.00753 | 0.009139 | 0.002464 | -0.029047 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
3 |
Yes
|
No
|
Fiber optic
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
d2ba7b3f-f7b7-4339-82fd-8060ee6855a5
|
no_churn
| 0.622866 | 1 |
churn
| 0.10715 | -0.007487 | -0.052507 | 0.159071 | -0.02186 | 0.070831 | 0.030225 | -0.008338 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
66 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Two year
|
0hrs
|
Disabled
|
479d79ec-d96a-4dc2-8def-3c3150581761
|
no_churn
| 0.031382 | 0 |
no_churn
| -0.119544 | -0.003086 | 0.012587 | 0.047005 | -0.008808 | -0.150393 | -0.013687 | -0.033101 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
59 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
d2702bf1-a6c8-4f36-a800-4956f9513f03
|
no_churn
| 0.221278 | 0 |
no_churn
| -0.224617 | -0.011054 | 0.008144 | 0.036836 | -0.021495 | 0.004408 | 0.014079 | -0.025327 |
Female
| 46 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,084,000 |
29 |
Yes
|
No
|
Fiber optic
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
ebae7288-a71b-4401-91d9-bca26a110ece
|
no_churn
| 0.159467 | 0 |
no_churn
| -0.182993 | -0.011574 | -0.03713 | 0.075085 | -0.10382 | 0.028824 | -0.018412 | -0.017578 |
Female
| 22 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
67 |
Yes
|
No
|
Medium Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
70ff1ad0-e1ba-4c1a-aaae-db80f3992c55
|
no_churn
| 0.021535 | 0 |
no_churn
| -0.128262 | -0.004457 | -0.014634 | -0.019923 | -0.039503 | 0.045006 | 0.020582 | 0.022165 |
Female
| 33 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,084,000 |
0 |
Yes
|
No
|
Low Speed
|
Expired
|
Two year
|
<80hrs
|
Active
|
7855043b-0f23-4233-875e-235b0006fed3
|
no_churn
| 0.014513 | 0 |
no_churn
| 0.090648 | -0.006214 | -0.023862 | -0.069084 | -0.051899 | -0.191783 | 0.03308 | 0.030087 |
Female
| 45 |
No
|
No
|
Disabled
|
Suburban
|
Master
| 1,671,084,000 |
46 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
64d422c1-6682-466f-ac3a-ae6067d2bcda
|
no_churn
| 0.31755 | 0 |
no_churn
| -0.085521 | -0.003231 | -0.024108 | 0.036177 | 0.089869 | 0.074447 | 0.066291 | 0.07705 |
Female
| 50 |
No
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,671,084,000 |
3 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
c613d6e5-a150-423b-a597-1a06bb321363
|
no_churn
| 0.52047 | 1 |
churn
| 0.045462 | -0.015875 | -0.101346 | -0.097099 | -0.054684 | 0.029134 | -0.057802 | 0.009849 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
44 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
efa97866-80c7-49f4-a6bf-afdc53dd869d
|
no_churn
| 0.18831 | 0 |
no_churn
| -0.050236 | 0.102044 | 0.060096 | -0.004212 | 0.038804 | 0.105611 | 0.032392 | 0.076474 |
Male
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
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