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
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stringclasses 5
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stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
32705a3e-9805-439e-a348-319ceb31430e
|
no_churn
| 0.014521 | 0 |
no_churn
| -0.07104 | -0.002669 | -0.009956 | -0.021086 | -0.040282 | -0.131885 | -0.004677 | 0.015068 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
61 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
4972acc4-66b9-4710-b20b-25a67d890b3e
|
no_churn
| 0.031091 | 0 |
no_churn
| -0.122884 | -0.028129 | 0.002971 | 0.007453 | 0.07024 | 0.074089 | 0.067765 | 0.079468 |
Female
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4ce38447-32ea-4893-96d7-d86842ab3206
|
churn
| 0.319845 | 1 |
churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Female
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a5564574-85bc-40cd-ac73-c057da94e9da
|
no_churn
| 0.080115 | 0 |
no_churn
| -0.083054 | -0.006458 | -0.010101 | -0.070907 | -0.037299 | 0.042309 | -0.025318 | -0.018197 |
Male
| 50 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,984,800 |
39 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
113eae70-4d4e-4f73-96fc-1d7d70ae1ad6
|
no_churn
| 0.043392 | 0 |
no_churn
| -0.017409 | 0.069417 | 0.035188 | -0.071315 | 0.019868 | -0.103885 | -0.009795 | -0.011095 |
Female
| 71 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,984,800 |
26 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb724bb5-12f2-43d0-8b24-cbcbffebfb1c
|
churn
| 0.163146 | 1 |
churn
| -0.089578 | -0.008152 | 0.022521 | -0.070908 | 0.01098 | 0.052378 | -0.056246 | -0.080021 |
Male
| 50 |
No
|
No
|
Retired
|
Suburban
|
Master
| 1,672,984,800 |
65 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d697a4e5-426b-4229-97c7-fd1cd1b11838
|
no_churn
| 0.025948 | 0 |
no_churn
| -0.03712 | -0.00163 | -0.005356 | -0.015154 | -0.012193 | -0.127291 | -0.015556 | -0.054727 |
Female
| 74 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
24 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
202117ba-c458-4209-b06e-1db4ba84310b
|
no_churn
| 0.072529 | 0 |
no_churn
| -0.126033 | -0.016019 | -0.027781 | -0.012202 | -0.072232 | 0.038195 | -0.025766 | -0.027189 |
Female
| 51 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
64 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8090973-105b-4780-a332-1f49536eb52d
|
no_churn
| 0.015982 | 0 |
no_churn
| -0.103437 | -0.004031 | -0.043201 | -0.007684 | 0.004389 | 0.047142 | -0.031929 | -0.050274 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
54 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
ac817db6-2ad7-49d4-a086-d04a67cc6bee
|
no_churn
| 0.023075 | 0 |
no_churn
| -0.063214 | -0.003895 | 0.005515 | -0.043134 | -0.026987 | -0.104541 | -0.015624 | -0.017147 |
Male
| 51 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,984,800 |
71 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9a429ca6-fef3-4a1f-b930-f1b2333a7572
|
no_churn
| 0.009996 | 0 |
no_churn
| -0.134375 | -0.002058 | -0.001367 | -0.015801 | -0.088391 | 0.055816 | -0.023922 | -0.018929 |
Male
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
72 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f2a9ce94-d2f7-416b-9252-70962eb68b67
|
no_churn
| 0.004755 | 0 |
no_churn
| -0.106289 | -0.004076 | -0.010638 | -0.028307 | -0.010508 | 0.048281 | -0.035394 | -0.052093 |
Female
| 35 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
28 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f199d1cb-401f-4988-8660-743f3d3f46f1
|
no_churn
| 0.076532 | 0 |
no_churn
| -0.117354 | -0.01075 | -0.032236 | -0.061672 | 0.018307 | 0.036688 | -0.050786 | -0.04789 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
73e483e1-bac9-46f5-97d2-f7449f419284
|
no_churn
| 0.063031 | 0 |
no_churn
| -0.052193 | -0.009928 | -0.022296 | -0.108021 | 0.016948 | 0.047076 | -0.065999 | -0.074613 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
69 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b19954d-534c-4362-b12c-72e161bdbf60
|
no_churn
| 0.012665 | 0 |
no_churn
| -0.039662 | -0.003287 | -0.088796 | -0.0131 | -0.016394 | 0.050822 | -0.012797 | -0.035812 |
Female
| 20 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
da4c44e8-cc65-4e90-b57b-053fadb4bc3c
|
no_churn
| 0.018056 | 0 |
no_churn
| -0.071638 | 0.023809 | 0.008599 | -0.022282 | -0.019704 | -0.161279 | -0.013917 | -0.012614 |
Female
| 55 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,984,800 |
5 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1dc52f3f-ef8d-491e-88f6-508c81e0d327
|
churn
| 0.379934 | 1 |
churn
| 0.111537 | -0.004173 | 0.006176 | -0.156543 | 0.056469 | 0.097897 | -0.056442 | -0.057713 |
Male
| 58 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
25 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
e3d23fec-22c6-43b3-8090-d6a1c2e00bc9
|
churn
| 0.453967 | 0 |
no_churn
| -0.127166 | -0.008864 | -0.136643 | -0.051296 | 0.076924 | 0.025658 | 0.026239 | 0.054456 |
Female
| 60 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
fe33b02a-81e7-44a2-90c6-f27fd85bca02
|
churn
| 0.673972 | 1 |
churn
| 0.106346 | 0.002796 | -0.029308 | 0.07664 | -0.039559 | 0.124077 | 0.193028 | 0.086954 |
Female
| 32 |
No
|
No
|
Retired
|
Rural
|
Bachelor
| 1,672,984,800 |
13 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d7234faf-9af8-41a6-bbc5-aeb15221178d
|
no_churn
| 0.591501 | 1 |
churn
| 0.096951 | -0.005775 | -0.048038 | 0.027912 | 0.135885 | 0.126607 | 0.148007 | 0.13387 |
Male
| 79 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
981ee24d-5913-4e49-92a6-7d1dbd79be88
|
no_churn
| 0.554795 | 0 |
no_churn
| 0.277123 | -0.006113 | -0.008185 | 0.013126 | 0.045098 | 0.129079 | 0.152085 | 0.045427 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
5e14e741-bca0-495c-b242-2147d5e45a1a
|
no_churn
| 0.124647 | 0 |
no_churn
| -0.094872 | -0.001134 | 0.032608 | -0.011939 | -0.054917 | 0.076466 | 0.047138 | 0.047623 |
Female
| 34 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
57 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
c4800a0d-0356-4011-a026-1f1ea5849dcd
|
no_churn
| 0.187366 | 0 |
no_churn
| 0.080594 | -0.000835 | 0.090801 | 0.072974 | 0.113704 | -0.116101 | 0.161737 | 0.085624 |
Female
| 25 |
Yes
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,984,800 |
50 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
59d62a0a-9b71-476c-98d6-59f000e69652
|
churn
| 0.269419 | 1 |
churn
| -0.076926 | -0.011009 | 0.045064 | -0.013167 | -0.100082 | 0.078144 | 0.036219 | 0.062729 |
Female
| 23 |
Yes
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,984,800 |
5 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
b6962972-421a-4886-b76e-09d3bb6e773e
|
churn
| 0.706982 | 1 |
churn
| 0.02532 | -0.004919 | -0.109338 | -0.037425 | 0.023521 | 0.067031 | -0.100423 | 0.048374 |
Female
| 55 |
No
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,672,984,800 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
f7436d4d-b6ec-43af-800b-e6be9d24a209
|
no_churn
| 0.079352 | 0 |
no_churn
| -0.106483 | -0.00244 | 0.018657 | 0.051858 | -0.013797 | -0.160468 | -0.033583 | -0.02277 |
Female
| 22 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
45 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c56d1e3b-9cb4-49db-b78c-61b693e261c8
|
no_churn
| 0.146291 | 0 |
no_churn
| -0.190763 | -0.004446 | 0.049193 | 0.031427 | 0.034646 | 0.076211 | 0.044037 | 0.015549 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
26 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
93f8c20b-6cb4-45de-af64-3b1dc949ee4b
|
no_churn
| 0.180855 | 0 |
no_churn
| -0.158905 | -0.004661 | -0.08696 | 0.027973 | -0.132034 | 0.050171 | 0.073023 | 0.042367 |
Female
| 58 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
0532cd0d-1897-4d01-9620-7d5d0500a869
|
churn
| 0.366225 | 1 |
churn
| -0.153073 | -0.002532 | 0.002249 | 0.020196 | -0.064913 | -0.106528 | 0.006371 | 0.043132 |
Female
| 78 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,984,800 |
10 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
0a6e1b22-6a7f-46f9-9b3d-69c198278ce8
|
churn
| 0.709397 | 1 |
churn
| 0.183834 | -0.005123 | -0.036083 | 0.049678 | 0.105139 | 0.157699 | 0.165475 | 0.055355 |
Male
| 33 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,984,800 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
65ae6faa-572b-420f-80af-05b168dc7baa
|
churn
| 0.293868 | 1 |
churn
| -0.05019 | -0.001877 | 0.105864 | 0.018935 | 0.065569 | 0.124952 | 0.074876 | 0.075157 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
54 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
8668a932-698d-4669-80f9-a0bcfba5e39b
|
no_churn
| 0.120941 | 0 |
no_churn
| -0.066934 | -0.002211 | 0.016747 | 0.062741 | -0.094706 | -0.198537 | 0.028914 | 0.04496 |
Female
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
57 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
860524ef-2c8e-42af-9f82-e374a2f43508
|
no_churn
| 0.083262 | 0 |
no_churn
| -0.012941 | -0.000861 | 0.021451 | -0.008283 | 0.072715 | -0.064024 | 0.01865 | 0.064268 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
7db55f3c-f98f-466c-a6a4-78cdcdba4674
|
no_churn
| 0.035062 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Male
| 41 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,984,800 |
68 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
05ed56dd-da4a-4661-9202-720104e6ab25
|
churn
| 0.374213 | 1 |
churn
| -0.099559 | -0.002088 | 0.019629 | 0.014834 | -0.008876 | -0.101743 | -0.042362 | 0.03114 |
Female
| 48 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
26157c7a-6fd4-4f79-b3ec-601ab73c0915
|
no_churn
| 0.119524 | 0 |
no_churn
| -0.260575 | -0.003827 | 0.027785 | -0.005687 | 0.024829 | 0.021214 | -0.06854 | 0.05744 |
Female
| 41 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
53 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d36866dd-19f3-466c-aab8-34d74d5e05fc
|
no_churn
| 0.111201 | 0 |
no_churn
| -0.155883 | -0.003962 | -0.129602 | -0.08745 | 0.044128 | 0.033023 | 0.013514 | 0.037206 |
Female
| 55 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
38 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
8f209bd9-a236-4e54-bcff-ada8feeeea48
|
no_churn
| 0.497527 | 0 |
no_churn
| -0.125982 | -0.007483 | -0.007226 | 0.038351 | -0.023673 | 0.080793 | 0.033761 | 0.027434 |
Male
| 30 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
95c6d0d0-0a0b-4972-95f6-2ab8db4fe5b2
|
no_churn
| 0.012203 | 0 |
no_churn
| -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 |
Female
| 51 |
Yes
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,984,800 |
51 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
510ef061-5a6a-4121-b331-961c2ccd32f8
|
no_churn
| 0.334502 | 0 |
no_churn
| 0.05785 | -0.000419 | 0.171692 | 0.117668 | 0.143942 | 0.114674 | -0.001814 | 0.015785 |
Male
| 45 |
No
|
No
|
Retired
|
Urban
|
High School or Below
| 1,672,984,800 |
5 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
20aaed8e-bcc9-4fa7-add7-0f9ed407e6c9
|
no_churn
| 0.703657 | 0 |
no_churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Male
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
33 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fa74a4e9-f477-4133-b6c9-5b81197bfc84
|
no_churn
| 0.176668 | 0 |
no_churn
| -0.100715 | -0.004751 | -0.073891 | 0.082647 | -0.132642 | 0.048051 | -0.016103 | -0.010896 |
Female
| 77 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,672,984,800 |
16 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
58605ea8-2636-4e0b-b7ea-f3d867d80d72
|
no_churn
| 0.129867 | 0 |
no_churn
| -0.005928 | -0.003214 | 0.016224 | 0.01517 | -0.00643 | -0.185535 | -0.029231 | -0.060817 |
Male
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
26 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
846ac4b4-9d1f-4b94-b784-ff0c290645c2
|
no_churn
| 0.142733 | 0 |
no_churn
| -0.126154 | -0.009204 | -0.041703 | 0.041736 | -0.073839 | 0.037605 | -0.019194 | -0.018273 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d6ab9d7-3068-4bd5-bba0-eab5c59662e4
|
churn
| 0.604361 | 1 |
churn
| 0.281117 | -0.006496 | -0.033893 | 0.085196 | -0.051211 | 0.111766 | -0.027273 | -0.016511 |
Female
| 63 |
Yes
|
Yes
|
Retired
|
Suburban
|
Master
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7acb0519-1f2b-4ec0-a169-64c822b8ec03
|
no_churn
| 0.016584 | 0 |
no_churn
| -0.124393 | -0.003124 | 0.003071 | 0.033903 | -0.022606 | -0.131677 | -0.010369 | -0.01383 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
60 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a54d80bc-9d03-4294-9f31-708a7548b9bf
|
churn
| 0.288485 | 1 |
churn
| -0.123354 | -0.018924 | -0.005829 | 0.007285 | 0.06466 | 0.061691 | 0.061269 | 0.064175 |
Female
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
16 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
942bd3f6-d662-4796-87e4-c1d0220a21de
|
no_churn
| 0.309482 | 0 |
no_churn
| 0.112083 | 0.01408 | -0.043681 | 0.030981 | 0.066884 | 0.12137 | 0.054901 | 0.036325 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
16 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
736eb7ad-0344-462e-970a-a8e7338560ae
|
no_churn
| 0.264115 | 0 |
no_churn
| 0.169643 | -0.004376 | 0.072239 | 0.01409 | 0.174904 | 0.144816 | 0.103072 | 0.046586 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
2 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
63294c10-bc76-4407-89fb-6e7c422c4eba
|
churn
| 0.786088 | 1 |
churn
| 0.271522 | 0.124747 | 0.03899 | 0.001265 | -0.041549 | 0.168939 | 0.077766 | 0.06596 |
Male
| 55 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
45 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f9c8ef59-46cc-4eba-b20c-dd4e8a92356f
|
no_churn
| 0.131733 | 0 |
no_churn
| -0.226731 | -0.005141 | -0.02897 | -0.01609 | 0.063578 | 0.019683 | -0.025213 | -0.000142 |
Male
| 53 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
2d7e4cf1-f10b-416d-9f5c-d5aeb56eaff5
|
no_churn
| 0.020717 | 0 |
no_churn
| 0.002105 | -0.004339 | 0.023174 | 0.021879 | 0.129817 | 0.066655 | 0.110292 | 0.09139 |
Female
| 51 |
Yes
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,984,800 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
5a0609fb-3991-45e8-8c95-590af95497d6
|
churn
| 0.096842 | 0 |
no_churn
| -0.057552 | -0.001606 | 0.025407 | -0.016797 | -0.014802 | -0.149457 | 0.094367 | 0.081413 |
Male
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,984,800 |
3 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a1561f72-3652-47bc-bdd4-152697bf3460
|
churn
| 0.672466 | 1 |
churn
| 0.083922 | 0.051303 | 0.037569 | -0.01831 | 0.004206 | 0.122158 | 0.056239 | 0.015588 |
Female
| 54 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
47 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d3b3966a-a2a0-48ca-b8c9-13f2d07f15d2
|
no_churn
| 0.052301 | 0 |
no_churn
| -0.022952 | -0.00451 | -0.037318 | 0.008617 | -0.058498 | 0.059766 | 0.079519 | 0.053993 |
Male
| 52 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
b99d0f2c-7b8d-4338-a524-15c83db3aea7
|
no_churn
| 0.00555 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Female
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
39 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
9d68fd2e-f90f-430d-b0bf-adfa7ebd0827
|
no_churn
| 0.265664 | 0 |
no_churn
| 0.067632 | 0.111981 | 0.062225 | 0.03624 | 0.068207 | 0.164521 | 0.091814 | 0.038355 |
Male
| 34 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
48 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
b057c174-20c1-4ef2-8b6e-e2fa8d835080
|
churn
| 0.153016 | 0 |
no_churn
| -0.150381 | 0.00613 | -0.024923 | -0.007436 | -0.060407 | 0.060466 | 0.003677 | 0.033847 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
02e9dade-d3af-4f82-8f5c-29e4b319b009
|
no_churn
| 0.026232 | 0 |
no_churn
| -0.106853 | -0.004126 | -0.03533 | -0.008115 | 0.005299 | 0.04977 | -0.036429 | -0.053241 |
Male
| 53 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
5 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f19217cd-ad6f-4e86-b74f-fc0bfbfe751e
|
no_churn
| 0.315636 | 0 |
no_churn
| 0.162232 | 0.121039 | 0.036528 | 0.012706 | -0.029495 | 0.115664 | -0.022835 | 0.00184 |
Male
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
34 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d40a7db-7649-4870-ab9d-4b64e3b00f4a
|
no_churn
| 0.06334 | 0 |
no_churn
| -0.071343 | -0.008494 | 0.009519 | -0.040579 | -0.07109 | 0.025032 | -0.042415 | -0.020426 |
Female
| 33 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,984,800 |
61 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f4c4107b-15ae-42c5-8e5b-1f9de853efb2
|
no_churn
| 0.01674 | 0 |
no_churn
| -0.016819 | -0.000808 | 0.021147 | -0.001774 | 0.03973 | 0.06967 | -0.00868 | -0.001492 |
Male
| 66 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,984,800 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fa143819-2673-48c1-87c9-1cacb241467f
|
no_churn
| 0.687586 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 21 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,984,800 |
12 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a34b0dae-893c-4807-8ca1-f1d381f96a04
|
churn
| 0.24937 | 1 |
churn
| -0.018661 | -0.007474 | -0.11331 | -0.06385 | -0.014262 | 0.054742 | -0.04073 | -0.057148 |
Male
| 32 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
38 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
21a5e643-2d91-4cf8-b088-663a67df5748
|
no_churn
| 0.008599 | 0 |
no_churn
| -0.029402 | -0.005632 | 0.007245 | -0.023405 | 0.015471 | -0.168667 | -0.020951 | -0.029139 |
Male
| 56 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
62 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d8cb2359-a4af-4645-83b1-beda92078d3f
|
no_churn
| 0.009425 | 0 |
no_churn
| -0.048531 | -0.0033 | -0.097988 | 0.007038 | 0.004361 | 0.050768 | -0.015379 | -0.025995 |
Female
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
27 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6a39a599-38ba-4509-b216-02f65d8829a0
|
no_churn
| 0.092191 | 0 |
no_churn
| -0.081234 | -0.009735 | -0.032378 | -0.06355 | 0.007915 | 0.041732 | -0.06171 | -0.070065 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
14 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
78fb993d-dc85-479b-8cd3-d73f596ff0b6
|
churn
| 0.224199 | 1 |
churn
| 0.109867 | -0.008584 | 0.095685 | 0.031356 | -0.000964 | 0.102964 | -0.008297 | -0.008627 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8dd372f2-7cd7-4b32-8478-1b83ccc8e0ff
|
churn
| 0.302433 | 1 |
churn
| -0.040062 | -0.007996 | -0.015717 | -0.089856 | -0.034019 | 0.05376 | -0.041631 | -0.0266 |
Female
| 36 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
18 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e9a975ac-668e-4e59-89e2-1eb6fdb4d61a
|
no_churn
| 0.142195 | 0 |
no_churn
| -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
49 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cb3f24d4-c134-49c7-aeb1-7b87b8e70bda
|
no_churn
| 0.110209 | 0 |
no_churn
| -0.081709 | -0.003114 | 0.045013 | -0.145704 | 0.003518 | 0.060071 | -0.026372 | -0.056284 |
Male
| 48 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
27 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1165352e-2dcd-4c67-8124-9f71b7d2d113
|
no_churn
| 0.010734 | 0 |
no_churn
| -0.090206 | -0.005141 | -0.016777 | -0.073459 | 0.024835 | 0.038814 | -0.064072 | -0.073019 |
Female
| 49 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
44 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a66c836c-7ff5-4d99-b082-bb2e43ef488b
|
no_churn
| 0.04883 | 0 |
no_churn
| -0.104632 | -0.006344 | -0.003881 | -0.005622 | 0.033503 | 0.011488 | -0.021572 | -0.031967 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
42 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
794a03b2-5d68-4329-8de9-cd686e20c00d
|
no_churn
| 0.088548 | 0 |
no_churn
| -0.016473 | -0.006009 | -0.108092 | -0.030667 | -0.041527 | 0.045694 | -0.039322 | -0.05263 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
4 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5ad63c4b-927d-4c5d-a7a3-63b1284847ca
|
no_churn
| 0.020419 | 0 |
no_churn
| 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
59 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
8c757f62-15b9-429c-b6ad-6b8dd76152fe
|
no_churn
| 0.052098 | 0 |
no_churn
| -0.060953 | -0.004062 | -0.019041 | -0.043992 | -0.024332 | -0.072511 | -0.022823 | -0.021312 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c984ab22-6f69-4886-83db-36f326448563
|
no_churn
| 0.002103 | 0 |
no_churn
| -0.076247 | -0.003737 | -0.016402 | -0.015735 | 0.003698 | -0.119689 | -0.016406 | -0.024508 |
Female
| 52 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,984,800 |
18 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
602774d0-1a3c-49f8-902b-fb1535e05381
|
no_churn
| 0.070498 | 0 |
no_churn
| 0.037796 | -0.004469 | 0.032004 | 0.06329 | 0.066394 | 0.085047 | -0.026425 | -0.009303 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
46 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d95a393d-3cf4-496f-b0ce-473a3d47c7d2
|
no_churn
| 0.020644 | 0 |
no_churn
| -0.132235 | -0.006817 | -0.025067 | -0.024111 | -0.033616 | 0.012943 | -0.037039 | -0.023085 |
Female
| 63 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6aeaf50b-964e-4c05-8cf6-290e0978ff5a
|
churn
| 0.567494 | 1 |
churn
| 0.163218 | 0.063327 | 0.012635 | 0.03998 | 0.085006 | 0.145612 | -0.020651 | -0.02063 |
Male
| 80 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82b358b3-4c4c-4b3d-b1d5-bcaf135b2c3b
|
no_churn
| 0.469921 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 53 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
19 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
05f17209-c66b-4aa0-9b18-277677c32f2d
|
no_churn
| 0.041576 | 0 |
no_churn
| -0.016119 | -0.005587 | -0.02994 | -0.044443 | 0.00339 | -0.094333 | -0.040235 | -0.04176 |
Male
| 58 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,984,800 |
41 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
7c94c8d3-ade3-400a-8fcf-8384395af2d0
|
no_churn
| 0.051819 | 0 |
no_churn
| -0.043776 | -0.004813 | -0.00051 | -0.07115 | -0.019787 | -0.065496 | -0.019596 | -0.043897 |
Male
| 30 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
30 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
744ea890-4ebd-43ac-909b-852e0c2c8f42
|
no_churn
| 0.179447 | 0 |
no_churn
| 0.118915 | -0.012575 | 0.019207 | 0.022747 | 0.086586 | 0.107133 | -0.012518 | 0.011478 |
Male
| 20 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
37e735e1-7b18-400f-a4a2-07828ebd1dc2
|
no_churn
| 0.036128 | 0 |
no_churn
| -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 |
Male
| 73 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,984,800 |
67 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
490c767c-2870-455c-bbfe-536e1a7f2777
|
no_churn
| 0.016875 | 0 |
no_churn
| -0.055061 | -0.003676 | -0.017272 | -0.019762 | -0.000203 | -0.116597 | -0.026769 | -0.029686 |
Male
| 37 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,984,800 |
4 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84113f75-f0ee-49d2-bee1-79f16c64a4a1
|
no_churn
| 0.360447 | 0 |
no_churn
| 0.157525 | 0.066548 | 0.037229 | -0.059335 | -0.025146 | 0.112588 | -0.028306 | 0.004601 |
Male
| 24 |
No
|
No
|
Disabled
|
Urban
|
College
| 1,672,984,800 |
3 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5334c6e6-c497-4ec8-91be-6cc590e4c71d
|
no_churn
| 0.200211 | 0 |
no_churn
| 0.024645 | -0.012123 | -0.072248 | -0.130915 | -0.040601 | 0.063067 | -0.040894 | -0.054958 |
Male
| 24 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,984,800 |
39 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e9f9d40-93e3-4c47-97ea-479907b00072
|
churn
| 0.233658 | 1 |
churn
| 0.086158 | 0.144487 | 0.065638 | 0.002718 | -0.131171 | 0.108779 | -0.019014 | -0.018955 |
Male
| 30 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
15f33fd9-7142-4da0-9885-928339503832
|
no_churn
| 0.204893 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 43 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,672,984,800 |
22 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94c3aa0e-7806-40f3-8fce-39ac2b0f1ad3
|
no_churn
| 0.31951 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Female
| 39 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4ae452cb-ef68-41a1-bec4-9a9e8a8163de
|
no_churn
| 0.00448 | 0 |
no_churn
| -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 |
Female
| 38 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,984,800 |
42 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
05d6a51a-a07d-4930-ad12-f6e9fe020f1a
|
no_churn
| 0.012875 | 0 |
no_churn
| -0.032868 | -0.007412 | -0.014726 | -0.079114 | -0.036623 | 0.046995 | -0.038282 | -0.016996 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
34 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d5a9dcfd-ed9a-4f2d-ab73-126f0bb1a6d4
|
no_churn
| 0.023019 | 0 |
no_churn
| -0.02977 | -0.004926 | 0.006836 | -0.054209 | -0.019626 | -0.100689 | -0.028422 | -0.03822 |
Male
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
24 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
79e729bd-2e25-417a-b187-6f163a2311f3
|
no_churn
| 0.051186 | 0 |
no_churn
| -0.112462 | -0.006351 | -0.043099 | -0.043896 | 0.003937 | 0.039785 | -0.053268 | -0.043675 |
Female
| 32 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,984,800 |
68 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bf196dd3-af86-4755-84ee-0fb44fe1a855
|
no_churn
| 0.019888 | 0 |
no_churn
| -0.091 | -0.003805 | -0.040862 | -0.008899 | 0.011403 | 0.054608 | -0.034726 | -0.055746 |
Male
| 58 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,984,800 |
14 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
50ff902e-ec68-4de9-8495-f885a89ca7c2
|
no_churn
| 0.034309 | 0 |
no_churn
| -0.018983 | -0.007168 | -0.015551 | 0.018069 | -0.014305 | 0.064894 | -0.022685 | -0.035939 |
Female
| 70 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,984,800 |
13 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b6a9732f-9ef1-4be4-8b22-e84900f6aae6
|
no_churn
| 0.024173 | 0 |
no_churn
| -0.01342 | -0.01375 | -0.032529 | -0.029261 | -0.004569 | -0.089085 | -0.032708 | -0.043705 |
Male
| 69 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,984,800 |
55 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
12e5ea38-817f-4318-820f-0aa9d9c41c60
|
no_churn
| 0.050893 | 0 |
no_churn
| -0.083712 | -0.004889 | -0.081552 | 0.004041 | 0.0396 | 0.024285 | -0.040378 | -0.056422 |
Female
| 22 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a7109a6a-358c-4950-94f8-2881562ac713
|
churn
| 0.234124 | 1 |
churn
| -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 |
Female
| 54 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
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