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
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| actual_score
int64 0
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| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
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| shap/PhoneService
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0.2
| shap/MultipleLines
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| 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
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80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
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stringclasses 5
values | LocationCode
stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
7d0a91bc-e186-4cff-94f3-e37cf7b3ed00
|
no_churn
| 0.02994 | 0 |
no_churn
| -0.070503 | -0.008161 | -0.019469 | -0.029734 | -0.02841 | -0.071868 | -0.021601 | -0.019279 |
Male
| 45 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
3 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
77ddbe57-7d74-4bf2-a5dd-a49cd50721d7
|
churn
| 0.254222 | 1 |
churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Male
| 21 |
No
|
Yes
|
Unemployed
|
Rural
|
Doctor
| 1,672,034,400 |
34 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8761b055-2e19-47c0-b455-a44b4075535e
|
no_churn
| 0.171996 | 0 |
no_churn
| -0.094012 | -0.008419 | -0.0233 | -0.096567 | -0.027475 | 0.032023 | -0.033092 | -0.018185 |
Male
| 58 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,034,400 |
29 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b9302c4c-2075-4614-abcc-823884128a6e
|
no_churn
| 0.144783 | 0 |
no_churn
| -0.091788 | -0.017439 | -0.027365 | -0.115378 | 0.028091 | 0.042683 | -0.031386 | -0.046445 |
Female
| 78 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9585e615-85b1-4c8c-a344-c8e8a008189c
|
no_churn
| 0.003783 | 0 |
no_churn
| -0.066523 | -0.003191 | 0.008401 | -0.011175 | -0.004524 | -0.148784 | -0.019173 | -0.024056 |
Female
| 66 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
19 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
6fd2ad77-49ed-4233-a575-8d9b508dd5ec
|
no_churn
| 0.008502 | 0 |
no_churn
| -0.009616 | -0.004189 | 0.007332 | -0.034798 | -0.009784 | -0.130527 | -0.042019 | -0.045427 |
Female
| 29 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3aa39e20-d884-4e22-b0d4-97440a75c255
|
churn
| 0.722481 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Female
| 75 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
14 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c2177ddb-72f2-496f-8580-956567d8cfc4
|
no_churn
| 0.055671 | 0 |
no_churn
| -0.033399 | -0.006334 | -0.031002 | -0.033667 | -0.026433 | -0.073254 | -0.02654 | -0.038397 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7dc0266b-178b-457b-ba69-e47d6fed6ef5
|
no_churn
| 0.004101 | 0 |
no_churn
| -0.072373 | -0.003802 | -0.00555 | -0.026751 | -0.026511 | -0.108295 | -0.011516 | -0.014228 |
Male
| 62 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
32 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
943ed137-de1f-481d-ab0a-cad9e630860e
|
no_churn
| 0.023213 | 0 |
no_churn
| 0.016369 | -0.004948 | -0.021565 | -0.080375 | 0.022325 | -0.125872 | -0.024683 | -0.030279 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
23 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
166c97aa-a38e-4c00-adaf-298fd73ddad0
|
no_churn
| 0.028796 | 0 |
no_churn
| -0.061388 | -0.004287 | -0.051185 | -0.021241 | -0.023805 | -0.06523 | -0.017866 | -0.024024 |
Male
| 23 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,034,400 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bacdec89-56a0-4be9-b089-177e78d39cd4
|
no_churn
| 0.129933 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Female
| 47 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
50 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b53b12d4-6177-41e3-b618-f0d0bb6b79a1
|
no_churn
| 0.101025 | 0 |
no_churn
| -0.136491 | 0.008784 | -0.011784 | -0.043254 | -0.068508 | 0.041915 | -0.028229 | -0.021459 |
Female
| 31 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
32 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d563bf38-abd1-41e0-9d88-e8edf6c00363
|
no_churn
| 0.108426 | 0 |
no_churn
| -0.068832 | -0.004949 | -0.004776 | -0.114998 | 0.027978 | 0.030841 | -0.056707 | -0.077583 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
21 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a373675e-c03e-4ae1-a991-b73f05416f52
|
no_churn
| 0.044056 | 0 |
no_churn
| -0.058537 | -0.005389 | -0.018694 | -0.061305 | -0.047326 | 0.047343 | -0.050514 | -0.054605 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
28 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1483372e-f25d-4c25-83c1-fe79907e41d8
|
no_churn
| 0.00654 | 0 |
no_churn
| -0.054648 | -0.005033 | -0.011332 | -0.032225 | -0.026863 | -0.102418 | -0.017194 | -0.019312 |
Male
| 65 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8711dc18-eefe-4a40-b7be-bea3c703d1b2
|
no_churn
| 0.198883 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 59 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
682b5195-0cc6-443d-95e2-294fae787b84
|
no_churn
| 0.041098 | 0 |
no_churn
| -0.101318 | -0.004705 | -0.001458 | -0.025671 | -0.000637 | -0.084071 | -0.017107 | -0.034059 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7bf55fcd-542d-4d04-a8bb-d5629a7bd5dd
|
churn
| 0.448671 | 1 |
churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 76 |
No
|
Yes
|
Retired
|
Suburban
|
Master
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9150365e-e905-4c3e-8b74-d033928719b0
|
no_churn
| 0.115521 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 39 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
19 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4c8e6c67-1384-4cc3-92c4-77b2254b4882
|
no_churn
| 0.188147 | 0 |
no_churn
| -0.103643 | -0.006583 | 0.013201 | -0.087573 | 0.028832 | 0.048243 | -0.069541 | -0.071963 |
Female
| 57 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
21 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
76b7b9f8-de2a-4dd2-a17a-f2da8f9dd2d9
|
no_churn
| 0.02397 | 0 |
no_churn
| -0.042663 | -0.008643 | -0.023017 | -0.038022 | -0.000919 | -0.084373 | -0.034031 | -0.037358 |
Female
| 69 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
70 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e5024be8-dd88-420d-a515-8589e97fafc3
|
no_churn
| 0.007446 | 0 |
no_churn
| -0.066278 | -0.003669 | -0.015076 | -0.019725 | -0.001886 | -0.113211 | -0.020757 | -0.028423 |
Female
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
81fb5c9b-7280-4949-8425-a541db8b9eb4
|
no_churn
| 0.176715 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7a9ac25f-387e-4517-b73d-a2112f44d803
|
churn
| 0.319711 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
60 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
b985304a-c15b-4731-8f12-8e0ce3e0a172
|
no_churn
| 0.010188 | 0 |
no_churn
| -0.045345 | -0.003073 | -0.003267 | -0.024823 | 0.002897 | -0.132579 | -0.031737 | -0.031099 |
Female
| 29 |
Yes
|
No
|
Employed
|
Urban
|
Doctor
| 1,672,034,400 |
4 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88886427-a3e4-4be1-9bca-ba93c84d8ea5
|
churn
| 0.485735 | 1 |
churn
| 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 |
Male
| 24 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,034,400 |
55 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
8b311eba-6df4-4ccd-8854-ce410f89a21c
|
no_churn
| 0.034311 | 0 |
no_churn
| 0.054913 | -0.003486 | -0.000868 | 0.040493 | 0.071454 | -0.009944 | -0.014534 | -0.017055 |
Female
| 70 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,034,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c247d511-95ab-4fcf-a1c0-1b3ac9c884e0
|
churn
| 0.553844 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 33 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
0f5f7013-9705-480b-b931-67d69aa001a1
|
no_churn
| 0.012124 | 0 |
no_churn
| -0.073609 | -0.003527 | 0.003766 | -0.019467 | 0.004953 | -0.141726 | -0.021021 | -0.018395 |
Male
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
36 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b0ac245c-7a68-4028-b0df-c34987581634
|
no_churn
| 0.150907 | 0 |
no_churn
| -0.061053 | -0.009262 | -0.03585 | -0.060457 | 0.03158 | 0.047916 | -0.035811 | -0.036089 |
Male
| 51 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,034,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
afce2ffd-a6e2-42e4-8408-edc156b1f171
|
no_churn
| 0.020591 | 0 |
no_churn
| -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 |
Male
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
146d6dde-325c-4446-93a9-dec2c3b2f26d
|
no_churn
| 0.009454 | 0 |
no_churn
| -0.006445 | -0.00438 | -0.026256 | -0.019731 | 0.001609 | -0.148277 | -0.030676 | -0.03487 |
Male
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
292fecf9-7bb6-4760-bbce-582c3b5e57a1
|
no_churn
| 0.135629 | 0 |
no_churn
| -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 |
Female
| 23 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad339e70-0ae6-404d-9015-c4a09b7ef6a6
|
churn
| 0.532673 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
3 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
99698115-25c1-4f36-bd0e-69077929fde1
|
churn
| 0.587236 | 1 |
churn
| 0.18301 | -0.006981 | 0.093817 | -0.011267 | 0.11084 | 0.142625 | -0.002533 | -0.002029 |
Female
| 62 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,034,400 |
2 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
87ab04d1-9606-4de6-a5ed-a4249fda508e
|
no_churn
| 0.390517 | 0 |
no_churn
| 0.188002 | -0.00563 | 0.036776 | -0.048192 | -0.000087 | 0.107963 | -0.031529 | -0.047151 |
Male
| 33 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
65e71397-fe86-4356-8c00-4a5d07d59383
|
no_churn
| 0.297216 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Female
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e4a1fe99-ba07-47f6-af24-0b6426fc0dd3
|
churn
| 0.198384 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
63 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
fd35ef91-e91e-421d-9721-5fe09416a673
|
churn
| 0.004314 | 0 |
no_churn
| -0.06761 | -0.003872 | 0.003077 | -0.032231 | 0.00496 | -0.127746 | -0.021033 | -0.024571 |
Male
| 73 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,034,400 |
24 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
a1bb5009-c605-440c-8edc-8eb666b0cdae
|
no_churn
| 0.019369 | 0 |
no_churn
| -0.023202 | -0.004801 | 0.025619 | -0.013629 | 0.004918 | -0.18871 | -0.030812 | -0.03841 |
Female
| 30 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
41 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
55d7fdff-c6fa-4f8b-8ef7-8981d2ba004a
|
no_churn
| 0.007286 | 0 |
no_churn
| -0.028505 | -0.005768 | -0.015328 | -0.051172 | 0.012783 | -0.119789 | -0.022702 | -0.038545 |
Female
| 24 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
58 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
20821691-d647-404a-ba31-f9e104e41afe
|
no_churn
| 0.01048 | 0 |
no_churn
| -0.046768 | -0.003818 | -0.01367 | -0.015958 | 0.018005 | -0.105423 | -0.034892 | -0.066501 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
1 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bad0b180-e5dd-425c-a5dd-a2f896d56469
|
no_churn
| 0.487932 | 0 |
no_churn
| 0.190371 | 0.047002 | 0.011085 | -0.179517 | -0.028761 | 0.111959 | -0.037818 | -0.047144 |
Male
| 34 |
Yes
|
Yes
|
Retired
|
Suburban
|
Master
| 1,672,034,400 |
42 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
242f4ba0-c30a-4889-9269-8103eb3fc542
|
churn
| 0.193209 | 0 |
no_churn
| -0.086838 | -0.003277 | 0.011172 | -0.057087 | -0.00972 | -0.177676 | 0.064431 | 0.059969 |
Male
| 75 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,034,400 |
69 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
197ac267-31ea-467f-a424-9c442c93907d
|
churn
| 0.475214 | 1 |
churn
| -0.092124 | 0.001003 | 0.053838 | 0.007064 | 0.031773 | 0.109499 | 0.126554 | 0.127843 |
Female
| 75 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
20 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
07247be8-39a4-4cb8-a1c1-28acc17305c4
|
no_churn
| 0.619185 | 1 |
churn
| 0.02071 | -0.004546 | 0.036253 | 0.112075 | 0.154218 | 0.134061 | 0.138783 | 0.139421 |
Male
| 25 |
Yes
|
No
|
Disabled
|
Suburban
|
Doctor
| 1,672,034,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
88a1ba59-68b6-4c28-bf8d-a6698017f38a
|
churn
| 0.426897 | 1 |
churn
| -0.085507 | -0.004745 | -0.068933 | -0.013909 | 0.067189 | 0.05706 | -0.001463 | 0.061283 |
Female
| 29 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,034,400 |
62 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
abc4e1f3-d637-46d4-b8ea-32326e6d82bd
|
churn
| 0.284062 | 1 |
churn
| 0.063728 | 0.001975 | 0.037812 | 0.100777 | 0.131614 | 0.026863 | 0.122693 | 0.115511 |
Male
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
71 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
1d08962d-feba-415b-a82d-088c3a886b51
|
no_churn
| 0.026627 | 0 |
no_churn
| -0.159236 | -0.001622 | 0.052775 | 0.025546 | 0.05123 | -0.107305 | 0.096931 | 0.080655 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
86a0ed3f-d6fe-4daa-93ec-0cb39aeb0573
|
no_churn
| 0.198533 | 0 |
no_churn
| -0.09506 | -0.002136 | -0.047546 | -0.035529 | 0.052162 | -0.055994 | 0.051279 | 0.061163 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
702a20f8-3480-4c1a-8b4d-12dcc48845ca
|
no_churn
| 0.320296 | 0 |
no_churn
| 0.080234 | 0.00184 | 0.036103 | 0.086863 | 0.131966 | -0.039377 | 0.164826 | 0.098519 |
Male
| 34 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
53 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
e9c158c5-c809-440f-adfd-e9b815d18cd0
|
no_churn
| 0.149078 | 0 |
no_churn
| -0.062226 | -0.003236 | -0.003951 | -0.00015 | 0.054549 | -0.109772 | -0.066602 | -0.001804 |
Female
| 23 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,034,400 |
28 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0d1a3985-528b-401a-9f5c-83f7314d7765
|
churn
| 0.538951 | 1 |
churn
| 0.027442 | -0.00176 | 0.091644 | -0.019201 | 0.123099 | 0.129508 | 0.166986 | 0.133255 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
49 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
f28b5602-64fa-43d1-82d0-c0f8e910f257
|
no_churn
| 0.146937 | 0 |
no_churn
| -0.063919 | -0.002186 | -0.038866 | -0.006965 | 0.000014 | -0.190933 | 0.001408 | 0.04242 |
Male
| 68 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,034,400 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d0ef8953-5465-4236-bc6f-56fbd2bc2130
|
no_churn
| 0.594082 | 0 |
no_churn
| -0.035591 | -0.005747 | -0.115055 | -0.074662 | -0.005671 | 0.074011 | -0.089389 | 0.013077 |
Male
| 34 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,034,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
99598cde-652d-4cd8-b1f4-f628423cf4c2
|
no_churn
| 0.192088 | 0 |
no_churn
| 0.040184 | -0.000437 | 0.074306 | 0.046577 | 0.024711 | 0.038038 | 0.108877 | 0.028718 |
Female
| 79 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
28 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
80ea778a-5b70-47ed-bb33-0b798d721ef6
|
no_churn
| 0.156802 | 0 |
no_churn
| -0.049212 | -0.001617 | 0.030579 | -0.007946 | -0.034788 | -0.210146 | -0.025078 | 0.069182 |
Male
| 61 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,034,400 |
46 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
5b0884fc-af78-481f-a9e4-954a0b1946cc
|
churn
| 0.4824 | 1 |
churn
| -0.199005 | -0.00493 | -0.016876 | -0.051515 | 0.026185 | 0.040079 | -0.024161 | 0.041197 |
Male
| 42 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d1a9b8dd-88f3-4d93-889e-06790f538f2b
|
no_churn
| 0.489647 | 0 |
no_churn
| -0.188533 | -0.002565 | 0.055552 | -0.067166 | -0.008758 | 0.062453 | -0.02379 | -0.037718 |
Male
| 75 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1b6d59cd-9b96-419e-b991-00299d67fdec
|
no_churn
| 0.599195 | 0 |
no_churn
| 0.056233 | -0.00423 | 0.073998 | 0.003885 | 0.017525 | 0.115658 | 0.067643 | 0.045654 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7c956531-cbaa-49e9-be06-19ca45b50bae
|
churn
| 0.457277 | 0 |
no_churn
| -0.050546 | -0.002928 | 0.105219 | 0.02108 | 0.09468 | 0.083835 | 0.058458 | 0.069973 |
Female
| 73 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,034,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
2806c5d7-6066-4c12-ada7-43a1e92562f5
|
no_churn
| 0.242561 | 0 |
no_churn
| -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
c34c0009-807e-4b7a-b6fb-28742ab53e71
|
no_churn
| 0.207777 | 0 |
no_churn
| -0.123266 | -0.002095 | -0.026585 | -0.040278 | -0.049599 | -0.068483 | -0.001192 | 0.042473 |
Male
| 20 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,034,400 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8d45213b-2b0c-4918-9dd8-4fe755e49ce5
|
churn
| 0.620446 | 1 |
churn
| 0.060678 | -0.00446 | 0.035697 | 0.006216 | 0.058189 | 0.128113 | 0.104341 | 0.035306 |
Male
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
40 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
174ea5e9-874d-4a75-a900-00b4db9bfc34
|
no_churn
| 0.304065 | 0 |
no_churn
| -0.142049 | -0.002756 | 0.030962 | -0.029574 | -0.056577 | -0.160006 | 0.058979 | 0.059329 |
Male
| 42 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,034,400 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a434ec6c-c0bb-4a5b-bc74-1f361c22a808
|
churn
| 0.488617 | 1 |
churn
| 0.045309 | -0.002493 | 0.131343 | 0.118339 | 0.046064 | 0.145513 | 0.138861 | 0.065419 |
Male
| 65 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,034,400 |
33 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
e57970f7-692f-4b62-961b-4d88651991da
|
no_churn
| 0.273887 | 0 |
no_churn
| -0.070946 | -0.001086 | 0.050328 | 0.010468 | 0.042622 | 0.082976 | 0.044733 | -0.014432 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
38edc218-3d36-4900-9a0d-2284823a8831
|
no_churn
| 0.415103 | 1 |
churn
| -0.020229 | -0.004043 | 0.033956 | 0.068164 | 0.039204 | 0.057875 | 0.058323 | 0.063411 |
Female
| 54 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
7b171248-ac0d-48a8-9d84-da426e475562
|
no_churn
| 0.19924 | 0 |
no_churn
| -0.138035 | -0.002348 | -0.000952 | -0.00718 | -0.056769 | -0.136265 | 0.020717 | 0.051805 |
Male
| 78 |
Yes
|
No
|
Disabled
|
Suburban
|
College
| 1,672,034,400 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e5bce865-b8f3-4318-ada8-53271b72da12
|
churn
| 0.415105 | 1 |
churn
| -0.051389 | -0.005871 | -0.116212 | -0.02094 | -0.051508 | 0.039007 | -0.043321 | 0.001209 |
Female
| 47 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
74fc11ab-3994-4411-b9bc-db06d118e648
|
no_churn
| 0.566138 | 0 |
no_churn
| -0.113938 | -0.00308 | 0.024999 | 0.08074 | 0.013603 | 0.056179 | 0.009665 | 0.061735 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
7f7a0599-ebdd-4e04-8044-80c28a79c693
|
no_churn
| 0.290858 | 0 |
no_churn
| -0.055636 | -0.002364 | 0.027386 | -0.042626 | -0.044811 | -0.137085 | 0.03628 | 0.056496 |
Female
| 72 |
Yes
|
Yes
|
Retired
|
Urban
|
Bachelor
| 1,672,034,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
50bcfe34-8a53-4bc8-8375-5072f0566f1b
|
no_churn
| 0.071687 | 0 |
no_churn
| -0.006763 | -0.003014 | 0.05448 | -0.051736 | 0.005379 | -0.135198 | 0.062672 | 0.065155 |
Male
| 63 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
69c5c3ee-7fab-4196-8386-39082a3ee181
|
churn
| 0.842274 | 1 |
churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Male
| 21 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
eba3e23b-9ebb-4d6f-9567-88bab4ef51ab
|
no_churn
| 0.128345 | 0 |
no_churn
| -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 |
Female
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
55e586f7-d8e3-4089-8e8f-a8e00c0319cb
|
no_churn
| 0.574226 | 0 |
no_churn
| -0.02484 | -0.001374 | 0.061216 | 0.070497 | 0.033173 | 0.098593 | 0.022827 | 0.036739 |
Female
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
35 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
49b739d7-c892-4dce-9bd1-56164dfad3d2
|
churn
| 0.264436 | 1 |
churn
| -0.006897 | -0.00147 | 0.025503 | 0.077559 | -0.016673 | -0.001009 | -0.107839 | -0.018201 |
Male
| 60 |
Yes
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,672,034,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8678f946-0c41-4542-9e04-c292c26b4182
|
churn
| 0.553952 | 1 |
churn
| 0.006605 | -0.003307 | 0.146481 | 0.119195 | 0.075384 | 0.144175 | 0.113117 | 0.057887 |
Male
| 74 |
No
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,672,034,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
06291a9a-89be-4827-bca2-6f43e2752e50
|
no_churn
| 0.361672 | 0 |
no_churn
| 0.226873 | -0.001085 | 0.061669 | 0.005378 | 0.09296 | 0.130607 | 0.089466 | 0.090106 |
Female
| 37 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7d15f765-4e47-482d-ba10-688da4d2838d
|
churn
| 0.594221 | 1 |
churn
| 0.212419 | -0.002908 | -0.014876 | 0.135277 | 0.049925 | 0.14197 | 0.123748 | 0.075418 |
Female
| 50 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,034,400 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
89d5ec34-91c2-4da6-b7bc-fa4bce3342bb
|
no_churn
| 0.075714 | 0 |
no_churn
| -0.148956 | -0.002495 | 0.003095 | 0.022025 | -0.009761 | -0.129983 | 0.000969 | 0.046794 |
Male
| 31 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
797e6d58-c2ea-4614-877d-c6661d359761
|
no_churn
| 0.051994 | 0 |
no_churn
| -0.115588 | -0.003566 | 0.012677 | 0.018228 | 0.000134 | -0.106433 | -0.033272 | -0.023706 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
be7c441b-bc20-47e1-bbdd-6498dbb7b8c4
|
no_churn
| 0.499784 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 66 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb6e0084-3563-43ae-aebe-d397e1a3567c
|
churn
| 0.311067 | 1 |
churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Male
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
30 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
360f5883-73e1-4bb4-9470-eb54e2dd9a94
|
no_churn
| 0.230036 | 0 |
no_churn
| -0.031813 | -0.009541 | -0.045829 | 0.074394 | -0.025645 | 0.089992 | -0.004231 | -0.002642 |
Female
| 45 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d83ae51-a8a3-4f1b-a204-3c768d4848ef
|
churn
| 0.390305 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 65 |
No
|
Yes
|
Retired
|
Rural
|
Bachelor
| 1,672,034,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b878860-1aa6-4ff1-bba1-02dcd196dc72
|
churn
| 0.555732 | 1 |
churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 48 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
127b7b25-c81e-4ac8-a6b8-df7a30fe0ddf
|
churn
| 0.506252 | 1 |
churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 60 |
No
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d236937-9e04-4c72-bbd2-536ca4392358
|
churn
| 0.876786 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 38 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
c1510efb-f301-49af-b08b-218a6555a250
|
no_churn
| 0.065056 | 0 |
no_churn
| -0.127528 | -0.003379 | -0.007804 | 0.018648 | -0.011082 | -0.095474 | -0.017112 | -0.025296 |
Female
| 80 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bb345d99-6065-4ff1-8f86-d88a34f382c0
|
churn
| 0.906187 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 59 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
422d0fba-66e4-4177-848d-36d837f94c15
|
no_churn
| 0.52701 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Female
| 47 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
52 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a6712c08-562a-4e31-87e1-2f2a612a95a7
|
no_churn
| 0.296162 | 1 |
churn
| -0.006753 | -0.001164 | 0.032308 | 0.129388 | 0.101674 | 0.09736 | -0.004772 | 0.002932 |
Male
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
51 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6a16773c-bb3e-4262-9d5b-2562a55f6a83
|
churn
| 0.368338 | 1 |
churn
| 0.05785 | -0.000419 | 0.171692 | 0.117668 | 0.143942 | 0.114674 | -0.001814 | 0.015785 |
Female
| 36 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3446216-286a-4e8a-8dc3-c117db49b916
|
no_churn
| 0.572417 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 70 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
449fad3a-a0f7-455e-94af-e80a4e6fd306
|
churn
| 0.758468 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
48b69d5a-0d1e-4a85-bc93-2d938774c4e9
|
churn
| 0.821625 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 20 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed831647-14ec-41cf-ad02-09c94b59269b
|
churn
| 0.63451 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Male
| 69 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5180c8a-1548-48e0-af4e-8a98a9e66c20
|
churn
| 0.731137 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 63 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
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