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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
52e37868-35e2-454e-8f13-d692dabe0fc5
|
churn
| 0.876585 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 26 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,380,000 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e823bf4-fc94-4527-93b9-35d29002f21d
|
no_churn
| 0.545272 | 0 |
no_churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Male
| 65 |
Yes
|
No
|
Disabled
|
Rural
|
Bachelor
| 1,672,380,000 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a2fc54c6-0602-47fa-ad38-ff7e1cc09562
|
no_churn
| 0.49315 | 0 |
no_churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f8330c5-33db-4af4-a5b6-8cd450813027
|
churn
| 0.781034 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 52 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3466a72c-bdb2-4daf-8146-307c7f5c44a7
|
churn
| 0.478824 | 0 |
no_churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Female
| 21 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,380,000 |
68 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a71e5124-1343-4eb2-8751-21289392c355
|
no_churn
| 0.081157 | 0 |
no_churn
| -0.039964 | -0.002493 | 0.043354 | 0.06123 | 0.024708 | -0.042753 | -0.021657 | -0.024605 |
Female
| 25 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,380,000 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10732ae1-473c-44a9-ae97-f811911abcba
|
no_churn
| 0.484151 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Female
| 47 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7b303e1a-74c6-4eb5-8804-31898c1e2604
|
churn
| 0.438731 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 47 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,672,380,000 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6bc63e6d-c6db-4e0a-b6da-de8cc8b104f0
|
no_churn
| 0.358522 | 0 |
no_churn
| -0.079704 | -0.002784 | -0.001635 | 0.113437 | -0.016702 | 0.087664 | -0.021592 | -0.039723 |
Female
| 23 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d102b331-6383-4819-ada4-169093c7d9e9
|
no_churn
| 0.314248 | 0 |
no_churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Male
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
07254a45-4a57-4461-b839-2696869c7625
|
churn
| 0.66686 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 60 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a23eaac7-951d-4ff1-b702-cc6d598b9e10
|
churn
| 0.755372 | 1 |
churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Male
| 49 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,380,000 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
95d01e7c-1c69-4b0b-b0c2-2755637fc5c2
|
churn
| 0.36294 | 1 |
churn
| -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
72129212-a041-4aa6-b460-7885ba9d0845
|
no_churn
| 0.265812 | 0 |
no_churn
| -0.124319 | -0.007775 | -0.099464 | 0.051821 | 0.039005 | 0.072534 | -0.030871 | -0.051361 |
Female
| 39 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
64 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ebed6c3-24c6-4c8a-a55b-c90872a2afed
|
no_churn
| 0.050502 | 0 |
no_churn
| -0.223043 | -0.004841 | -0.038001 | 0.002604 | -0.00626 | 0.03786 | -0.021565 | -0.01578 |
Female
| 53 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,380,000 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4214ba16-f449-4964-962d-977db76012d3
|
churn
| 0.562189 | 1 |
churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Female
| 37 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,380,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b94831b9-9834-434b-92d7-0c359a6122e3
|
churn
| 0.875508 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f7c0c7a7-7e8c-4d3c-aa68-b49d657eef21
|
churn
| 0.438731 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Female
| 52 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
65 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
d3148f86-7006-4ee1-870b-6a648f5872a3
|
no_churn
| 0.006172 | 0 |
no_churn
| -0.058348 | -0.002922 | 0.008997 | -0.01582 | 0.007424 | -0.167728 | -0.019657 | -0.020972 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
43 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
29e8d909-3928-4b83-aa0c-4295c2627c10
|
churn
| 0.328026 | 1 |
churn
| -0.065922 | -0.00292 | -0.028301 | 0.078221 | 0.039286 | 0.070378 | -0.022616 | -0.01936 |
Female
| 45 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,380,000 |
64 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
6d82ca7c-9482-491a-823e-717388fe81cb
|
no_churn
| 0.169211 | 0 |
no_churn
| -0.09616 | -0.0019 | 0.008447 | 0.001614 | -0.105284 | -0.051553 | 0.062363 | 0.043448 |
Female
| 22 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
43 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
85a4457c-23bc-4ad0-8055-772c6b1d5dd6
|
churn
| 0.328026 | 1 |
churn
| -0.065922 | -0.00292 | -0.028301 | 0.078221 | 0.039286 | 0.070378 | -0.022616 | -0.01936 |
Female
| 68 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
12 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
dd2e2a98-2e2c-451f-9bc8-1b78547b81a1
|
churn
| 0.821664 | 1 |
churn
| 0.059153 | -0.001455 | -0.012086 | 0.074214 | 0.123925 | 0.102633 | 0.10507 | 0.131354 |
Female
| 29 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,380,000 |
30 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a357c938-6538-4f3d-8f08-79f1787abc40
|
no_churn
| 0.121913 | 0 |
no_churn
| -0.065545 | -0.018197 | -0.031334 | -0.089231 | -0.020716 | 0.052977 | -0.036571 | -0.050409 |
Female
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
57150174-aa62-488d-abcc-b0befabe3ba5
|
no_churn
| 0.067221 | 0 |
no_churn
| -0.148956 | -0.002495 | 0.003095 | 0.022025 | -0.009761 | -0.129983 | 0.000969 | 0.046794 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
71 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
25a7f92d-e589-4061-a123-ee8f84e80889
|
no_churn
| 0.015711 | 0 |
no_churn
| -0.106356 | 0.010276 | 0.000347 | -0.01231 | 0.003621 | -0.128475 | -0.014832 | -0.021297 |
Male
| 75 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,380,000 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
81f1bd36-ff37-4969-8805-169d3de155c0
|
no_churn
| 0.009597 | 0 |
no_churn
| -0.132473 | -0.00246 | -0.01454 | -0.00652 | 0.027278 | -0.190267 | 0.023763 | 0.046193 |
Female
| 68 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
18 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e6be72c5-0aac-4724-bdf3-63810bb51845
|
no_churn
| 0.052248 | 0 |
no_churn
| -0.008454 | -0.006007 | 0.004014 | 0.002339 | 0.020268 | 0.062352 | -0.028401 | -0.013684 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,380,000 |
32 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d20347bb-8714-4ec8-97c0-649bb3505cf8
|
no_churn
| 0.060177 | 0 |
no_churn
| 0.079558 | -0.002333 | 0.022823 | 0.048773 | 0.074682 | 0.085454 | -0.022721 | -0.035261 |
Male
| 75 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,380,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
5c90ce38-79cc-4b8b-9656-e04418c9ab56
|
no_churn
| 0.013167 | 0 |
no_churn
| -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 |
Male
| 73 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,380,000 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
74eeff14-39c9-4a5f-b634-538de8c69eba
|
churn
| 0.543731 | 1 |
churn
| 0.027621 | -0.005635 | -0.052567 | -0.061111 | -0.066848 | -0.121912 | 0.05131 | 0.030116 |
Male
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,380,000 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6357e928-1b43-440e-98ef-0268b4f88eee
|
churn
| 0.185209 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 31 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,380,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
8ed76c0d-cc40-4e30-aba1-6f1573609ccd
|
no_churn
| 0.005579 | 0 |
no_churn
| -0.092892 | -0.003678 | 0.006301 | -0.011443 | -0.042036 | -0.128529 | 0.027604 | 0.026652 |
Male
| 58 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,380,000 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
e488d844-f94c-4866-b7f6-cdf447c58880
|
no_churn
| 0.309634 | 0 |
no_churn
| -0.214246 | -0.003499 | -0.061341 | -0.049887 | 0.028713 | 0.02013 | -0.012856 | 0.023961 |
Male
| 34 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
1bff0a77-cb77-49bb-94ca-4bc56943cc0f
|
no_churn
| 0.029459 | 0 |
no_churn
| -0.009558 | -0.011768 | -0.018901 | -0.026231 | -0.043607 | -0.078424 | -0.027839 | -0.032698 |
Male
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,380,000 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
65a3fd0f-bed4-4bdc-acb7-170bacf4654a
|
churn
| 0.281433 | 1 |
churn
| 0.223202 | -0.002543 | 0.057605 | -0.020906 | 0.011055 | 0.138815 | 0.222626 | 0.072787 |
Female
| 28 |
No
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,380,000 |
24 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35d65c65-24aa-4ed5-90be-5fde659ea187
|
churn
| 0.237731 | 1 |
churn
| -0.07669 | -0.007556 | 0.015964 | -0.030632 | -0.111636 | 0.030326 | -0.039022 | -0.029779 |
Female
| 72 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
753b350e-6a57-44d4-a0a2-121e48c7b037
|
no_churn
| 0.018431 | 0 |
no_churn
| -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 |
Female
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
4 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
6e819619-fd79-4709-b8a8-83a9e23e3102
|
churn
| 0.449235 | 1 |
churn
| 0.127392 | -0.001043 | -0.010516 | 0.071392 | -0.065 | -0.167396 | 0.051015 | 0.067987 |
Male
| 58 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,380,000 |
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
0b1aaf28-d691-451e-ba17-5199db4059f0
|
churn
| 0.139719 | 1 |
churn
| -0.010035 | -0.007209 | -0.010985 | -0.089292 | -0.039983 | -0.071165 | -0.011489 | -0.028867 |
Female
| 30 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,380,000 |
67 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
dfe72d48-960d-4ecb-804d-49fbfba85e3d
|
no_churn
| 0.213677 | 0 |
no_churn
| -0.155459 | -0.002459 | -0.019825 | 0.040896 | -0.017324 | -0.109396 | 0.031274 | 0.033266 |
Female
| 35 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,380,000 |
31 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
1ca215e8-be2d-4331-8090-f43a6bbea6d6
|
churn
| 0.359831 | 1 |
churn
| 0.075601 | -0.000801 | 0.125071 | 0.051534 | 0.083271 | -0.009034 | 0.135344 | 0.109987 |
Male
| 27 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,380,000 |
27 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82c7a671-b32c-4e4c-af39-a2d2d146e9a9
|
churn
| 0.326846 | 1 |
churn
| -0.066414 | -0.004155 | -0.061019 | 0.102772 | 0.051561 | 0.080675 | -0.043375 | -0.0167 |
Female
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,380,000 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f21f327-1606-42f9-b704-56cae0a534d7
|
churn
| 0.478824 | 0 |
no_churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 79 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,380,000 |
66 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
6670cc04-d1e8-4d79-9177-63abbfda5da2
|
no_churn
| 0.010142 | 0 |
no_churn
| -0.037148 | -0.003481 | -0.021716 | -0.02625 | -0.000383 | -0.121646 | -0.02774 | -0.030661 |
Male
| 38 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
11 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
829bea83-efa2-4656-a78d-3a25b84594ec
|
no_churn
| 0.206477 | 0 |
no_churn
| 0.020673 | -0.006283 | 0.005203 | -0.03007 | -0.135286 | 0.05764 | -0.049148 | -0.059754 |
Male
| 35 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,380,000 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
dc517bbb-0cae-4a2a-981f-53ad245b0ba4
|
no_churn
| 0.309634 | 0 |
no_churn
| -0.214246 | -0.003499 | -0.061341 | -0.049887 | 0.028713 | 0.02013 | -0.012856 | 0.023961 |
Female
| 43 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
8 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5fd22a52-f0fc-4f01-a489-90704eb9313e
|
no_churn
| 0.105474 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Male
| 28 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,380,000 |
19 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3206bbdd-d4d8-47f9-9c71-e0fa0af9ac06
|
no_churn
| 0.17037 | 0 |
no_churn
| -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 |
Male
| 34 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
4ad400cc-b745-49cc-8ac8-f25f610a7359
|
no_churn
| 0.004988 | 0 |
no_churn
| -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 |
Male
| 62 |
No
|
Yes
|
Retired
|
Urban
|
High School or Below
| 1,672,380,000 |
32 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
02de49fd-3f98-4bd0-b769-7d068f7c5e64
|
no_churn
| 0.089186 | 0 |
no_churn
| -0.030741 | -0.015844 | -0.029412 | -0.097492 | 0.012673 | 0.051929 | -0.024552 | -0.012925 |
Male
| 59 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
1 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dd59dd61-1fbf-4b28-8e44-ef95170289b0
|
churn
| 0.67615 | 0 |
no_churn
| 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 |
Female
| 57 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
65 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
44c9e283-10dc-4722-994e-f9ec7fb35f99
|
no_churn
| 0.06093 | 0 |
no_churn
| -0.095251 | -0.010102 | -0.013474 | 0.001012 | 0.030665 | -0.17054 | 0.037733 | 0.038932 |
Female
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf9e9ed8-2398-4e92-af9a-f5a510621e66
|
churn
| 0.562189 | 1 |
churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Male
| 80 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,380,000 |
39 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
566747cf-22a3-4b1a-bbf9-50f82b883ef5
|
churn
| 0.117216 | 1 |
churn
| 0.145514 | -0.000273 | 0.07553 | 0.18584 | 0.0977 | 0.046955 | 0.019103 | 0.020604 |
Male
| 68 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
31 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
2257b4f2-736a-48fd-9f04-2d9c7e544f23
|
no_churn
| 0.167476 | 0 |
no_churn
| 0.059251 | -0.003259 | 0.091337 | 0.029913 | 0.164485 | 0.088271 | 0.152111 | 0.111531 |
Male
| 54 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2714009a-3acb-4e2c-a2e7-e2f2dce71ebf
|
churn
| 0.875508 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
15 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d1e5a55-20a6-4aa1-9ae6-91815ca0345a
|
no_churn
| 0.100968 | 0 |
no_churn
| 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 |
Male
| 32 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,380,000 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
4063bc5f-d110-4186-9359-e96a65e3d0b3
|
no_churn
| 0.065066 | 0 |
no_churn
| -0.059437 | -0.003287 | -0.002595 | -0.023241 | -0.01559 | -0.083214 | -0.033054 | -0.042819 |
Male
| 64 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
3f9137af-dce9-40ba-9193-5610ec6ebdb0
|
no_churn
| 0.694509 | 0 |
no_churn
| 0.038246 | -0.006578 | -0.00435 | -0.037091 | -0.006927 | 0.088499 | 0.110351 | 0.054419 |
Male
| 76 |
No
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,380,000 |
34 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
bcc79747-5bdc-4b29-b6a3-c893b5533bef
|
no_churn
| 0.176184 | 0 |
no_churn
| -0.038461 | -0.001435 | -0.016426 | -0.088801 | 0.041523 | -0.056952 | 0.029658 | 0.051868 |
Female
| 31 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0cb81c71-c291-4b56-945e-8e19bc0e22c0
|
no_churn
| 0.320274 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 28 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,380,000 |
70 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
a36af7d0-df83-44de-b024-e65377d1f93c
|
no_churn
| 0.016743 | 0 |
no_churn
| -0.059218 | -0.002812 | -0.026708 | -0.022194 | -0.031675 | -0.178941 | 0.028051 | 0.024471 |
Male
| 21 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,380,000 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cc5c4417-5a47-4f07-bde9-beb352034a29
|
no_churn
| 0.321197 | 0 |
no_churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Female
| 52 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,380,000 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
44fc5fa4-ae98-44fc-bcb8-455f0e496519
|
no_churn
| 0.00287 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Male
| 70 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Doctor
| 1,672,380,000 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
580b3168-842e-465d-8213-e37dc9ff8f8c
|
churn
| 0.707567 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 53 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,672,380,000 |
65 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
17a05d4a-f63a-42f4-b970-bd00d62043b8
|
no_churn
| 0.06093 | 0 |
no_churn
| -0.095251 | -0.010102 | -0.013474 | 0.001012 | 0.030665 | -0.17054 | 0.037733 | 0.038932 |
Male
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
57 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
e5ecf986-80a5-4a63-bd6d-f0201a4e2f4f
|
no_churn
| 0.260399 | 0 |
no_churn
| -0.020981 | -0.001046 | 0.019507 | 0.106772 | 0.068878 | 0.060643 | 0.154313 | 0.089555 |
Female
| 60 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
70e3ff31-9384-4de9-9f7c-5cf77d9220cf
|
no_churn
| 0.065066 | 0 |
no_churn
| -0.059437 | -0.003287 | -0.002595 | -0.023241 | -0.01559 | -0.083214 | -0.033054 | -0.042819 |
Female
| 45 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,380,000 |
71 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
88d6c530-1fce-4339-9199-b1ac8e0e4341
|
no_churn
| 0.015711 | 0 |
no_churn
| -0.106356 | 0.010276 | 0.000347 | -0.01231 | 0.003621 | -0.128475 | -0.014832 | -0.021297 |
Female
| 79 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,380,000 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b38851f-a540-4fed-819f-2433bd9106b4
|
no_churn
| 0.307459 | 0 |
no_churn
| -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 |
Female
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
40 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
231f3945-b761-4095-a7b0-138b764a8f47
|
no_churn
| 0.07669 | 0 |
no_churn
| -0.102534 | -0.010347 | -0.011473 | -0.015992 | -0.022919 | 0.041279 | -0.022077 | -0.024963 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
46 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
7acbc825-3c33-4771-bb07-17c2dd430e08
|
no_churn
| 0.213169 | 0 |
no_churn
| -0.074997 | -0.002838 | -0.005177 | -0.017936 | -0.046299 | -0.183922 | 0.037724 | 0.024418 |
Female
| 68 |
No
|
Yes
|
Retired
|
Rural
|
Master
| 1,672,380,000 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f9f909ca-9ffe-43a6-b9e5-cfc4d1027f03
|
churn
| 0.552859 | 1 |
churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
64 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
6f4ab5f4-30c2-42cc-aee1-376d9e1b4286
|
no_churn
| 0.169211 | 0 |
no_churn
| -0.09616 | -0.0019 | 0.008447 | 0.001614 | -0.105284 | -0.051553 | 0.062363 | 0.043448 |
Male
| 80 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,380,000 |
47 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
615e77c0-b8a1-422f-ba67-4922b98b75b9
|
no_churn
| 0.009536 | 0 |
no_churn
| -0.030589 | -0.003533 | -0.001316 | -0.054061 | 0.016723 | -0.122569 | -0.028684 | -0.044997 |
Male
| 66 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
49cefee9-4b33-4566-8a84-70d262baee40
|
churn
| 0.781034 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 64 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,380,000 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
642d7b06-f5bc-4394-9366-0030f177a9be
|
churn
| 0.566016 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
20 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
763b1f7b-adea-4139-a046-5b8efd0e3b6e
|
churn
| 0.670292 | 1 |
churn
| 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 |
Female
| 45 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
f3877b7d-3f55-4246-8a57-cba94e635f7b
|
no_churn
| 0.054569 | 0 |
no_churn
| -0.153073 | -0.002532 | 0.002249 | 0.020196 | -0.064913 | -0.106528 | 0.006371 | 0.043132 |
Female
| 31 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,380,000 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7918ce11-a35f-46d7-8503-8cae1091fc8b
|
churn
| 0.732071 | 1 |
churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Male
| 32 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
5 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b6808c6a-f3d6-46bf-8658-04cb0d729c25
|
churn
| 0.515088 | 1 |
churn
| 0.074426 | 0.01502 | -0.006653 | -0.116094 | 0.022404 | 0.082721 | -0.036242 | -0.045359 |
Female
| 76 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d0425efd-5c83-458b-bd94-a88ae47935cf
|
churn
| 0.827015 | 1 |
churn
| 0.131171 | -0.004224 | 0.124869 | 0.097965 | 0.101845 | 0.115712 | 0.043859 | 0.064776 |
Female
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5f5dc1fc-e198-4eae-a1bc-242584b41648
|
churn
| 0.438185 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
51 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f4fe848d-61b9-4bc5-9b66-221746f727c9
|
no_churn
| 0.171148 | 0 |
no_churn
| -0.175485 | -0.004022 | -0.142657 | 0.03573 | 0.020713 | 0.043757 | -0.026086 | -0.020977 |
Male
| 64 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,380,000 |
57 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
474d63b1-a9d9-4a84-9dd2-6dae5e4f3645
|
no_churn
| 0.12989 | 0 |
no_churn
| -0.036564 | -0.002077 | -0.008715 | 0.012102 | 0.061429 | -0.18789 | 0.048204 | 0.068985 |
Female
| 51 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
54 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
22d1d0c9-7abb-45f3-a8a0-806914d0df88
|
no_churn
| 0.203121 | 1 |
churn
| -0.072477 | -0.00186 | 0.018498 | -0.115877 | 0.01224 | -0.106264 | 0.014011 | 0.062702 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
4 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b9e82c7c-511d-46aa-b035-e42b3c68a011
|
no_churn
| 0.553705 | 0 |
no_churn
| 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 |
Female
| 47 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,380,000 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
7c455f36-168f-4bb0-b28b-9fe142899a9b
|
no_churn
| 0.029459 | 0 |
no_churn
| -0.009558 | -0.011768 | -0.018901 | -0.026231 | -0.043607 | -0.078424 | -0.027839 | -0.032698 |
Female
| 36 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
2 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1d33ea35-5d6c-49d5-88d8-25f9d13d7717
|
churn
| 0.47504 | 1 |
churn
| 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 |
Female
| 29 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,380,000 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e9014cfe-d5b1-41de-8e07-26ed3e295432
|
no_churn
| 0.007327 | 0 |
no_churn
| -0.096208 | -0.003764 | -0.001178 | -0.03211 | -0.04937 | -0.127425 | 0.017434 | 0.023595 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
67 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
81e24cda-21c2-43ce-8bd7-b130e7f4105e
|
no_churn
| 0.213677 | 0 |
no_churn
| -0.155459 | -0.002459 | -0.019825 | 0.040896 | -0.017324 | -0.109396 | 0.031274 | 0.033266 |
Male
| 67 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,380,000 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
a4c6cfb4-f480-491b-a559-10d4a099416c
|
churn
| 0.596993 | 1 |
churn
| 0.149547 | -0.025649 | -0.012906 | 0.000608 | 0.132527 | 0.136241 | 0.032806 | 0.041216 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
22 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
0f0d7829-504d-461d-b40a-139d11825006
|
no_churn
| 0.187548 | 0 |
no_churn
| -0.085507 | -0.004745 | -0.068933 | -0.013909 | 0.067189 | 0.05706 | -0.001463 | 0.061283 |
Female
| 29 |
No
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,672,380,000 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac958498-3465-4110-9fb6-69f51d211634
|
no_churn
| 0.545272 | 0 |
no_churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
43 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
717b2fad-8270-4fb3-848e-1ba1ac83fc4f
|
no_churn
| 0.335158 | 0 |
no_churn
| -0.104973 | -0.002841 | 0.013663 | 0.0601 | 0.030121 | 0.085734 | -0.045485 | -0.054534 |
Male
| 72 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,380,000 |
4 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
61903a77-af63-4c1c-b0fe-9e5433e739a6
|
churn
| 0.764831 | 1 |
churn
| 0.215139 | -0.000397 | 0.026752 | 0.049706 | 0.12437 | 0.117223 | 0.043634 | 0.054548 |
Female
| 50 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,380,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
35962c43-69ed-4143-af13-3df0be40c960
|
no_churn
| 0.079431 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
48 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
72b0cf81-dd32-47a6-9cfc-2f0f95ca9242
|
no_churn
| 0.064507 | 0 |
no_churn
| -0.037365 | -0.023372 | 0.020312 | 0.022221 | 0.096066 | -0.020301 | 0.056913 | 0.0765 |
Female
| 41 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,380,000 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f1e4379f-9a31-4b51-bd11-35b7ba759873
|
no_churn
| 0.001585 | 0 |
no_churn
| -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 |
Male
| 40 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,380,000 |
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