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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
028be029-2134-44cc-bc31-396c5a1dfbc2
|
churn
| 0.439124 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 37 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,516,000 |
72 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
adf675ac-738c-449c-bfa3-c23f75f859bd
|
no_churn
| 0.00627 | 0 |
no_churn
| -0.122927 | -0.00075 | 0.004273 | -0.000096 | 0.034228 | -0.121657 | 0.027836 | 0.040067 |
Female
| 43 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4b41405f-99e0-4aba-8441-eb623bfaee0d
|
no_churn
| 0.249844 | 0 |
no_churn
| -0.295324 | -0.004873 | 0.009169 | -0.079744 | 0.013463 | 0.038323 | 0.019856 | 0.030104 |
Female
| 78 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,671,516,000 |
47 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
70061445-d9a8-4131-8a84-92c0f7e55557
|
no_churn
| 0.135876 | 0 |
no_churn
| -0.046141 | -0.004098 | -0.064355 | -0.065505 | 0.041294 | 0.053906 | -0.037401 | -0.056012 |
Female
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
34 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
913e9c9a-86fa-4e79-8ad8-a8ef7af9c8f9
|
no_churn
| 0.073587 | 0 |
no_churn
| -0.050231 | 0.002762 | -0.023953 | -0.035676 | 0.027966 | -0.114185 | -0.018027 | -0.027683 |
Female
| 67 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9b285720-f74a-4671-a2d4-d561be623dac
|
no_churn
| 0.034166 | 0 |
no_churn
| -0.043949 | -0.003987 | -0.009448 | -0.042047 | -0.036304 | -0.072664 | -0.022566 | -0.03806 |
Male
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
3e6165bc-20f4-4e8b-b226-259572c1ea19
|
churn
| 0.597262 | 1 |
churn
| 0.273244 | -0.006688 | -0.033203 | 0.005085 | 0.167522 | 0.145772 | 0.094387 | 0.084855 |
Male
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
47 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c85fccde-9dbf-43c6-96fb-302697387329
|
no_churn
| 0.048031 | 0 |
no_churn
| 0.009286 | -0.001093 | 0.022877 | 0.017226 | 0.036716 | -0.016272 | -0.032835 | -0.04493 |
Male
| 35 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,516,000 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eccf4ef3-577a-4c32-83fe-1997bdeca315
|
no_churn
| 0.385193 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Male
| 70 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,516,000 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
1bacef50-bc20-4435-bd1c-45f9d773c062
|
churn
| 0.377945 | 1 |
churn
| -0.127625 | -0.004461 | -0.019857 | -0.021396 | 0.032386 | 0.056486 | -0.062479 | 0.02692 |
Female
| 23 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,516,000 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
11baaa99-af26-44fb-aca7-fbe1014e40cb
|
no_churn
| 0.181712 | 0 |
no_churn
| -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 |
Female
| 75 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
35 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
d51aa068-f1ba-43b2-ab88-34b246632aa7
|
no_churn
| 0.019904 | 0 |
no_churn
| -0.055916 | -0.004072 | -0.013193 | -0.038445 | -0.036049 | -0.057429 | -0.021678 | -0.042243 |
Female
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
5 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
46feaae2-5963-4155-b2f6-5de70a274555
|
no_churn
| 0.323318 | 0 |
no_churn
| 0.13856 | -0.004215 | -0.015113 | -0.046239 | 0.057747 | 0.101414 | -0.029596 | -0.059099 |
Male
| 76 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
12 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b2fc4665-7891-4578-904d-119a88aa4d15
|
no_churn
| 0.279137 | 0 |
no_churn
| -0.056453 | -0.007658 | -0.028512 | -0.10258 | 0.011337 | 0.048558 | -0.063801 | -0.069917 |
Male
| 43 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,516,000 |
16 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
18015237-992a-4add-8acc-03ccd87d8c5f
|
churn
| 0.774983 | 1 |
churn
| 0.092904 | -0.005647 | 0.104162 | -0.017745 | 0.14251 | 0.091335 | -0.010738 | 0.016742 |
Female
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,671,516,000 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
efada01f-5b95-4fd4-a73a-172a355d8f75
|
churn
| 0.229899 | 1 |
churn
| 0.066299 | -0.000046 | 0.079933 | 0.127532 | 0.083645 | -0.006622 | -0.000632 | 0.018452 |
Male
| 72 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
5571d174-90d0-4485-97d6-48c6476896f4
|
churn
| 0.218352 | 0 |
no_churn
| -0.122395 | -0.002031 | 0.025509 | 0.01525 | 0.009495 | -0.129137 | 0.000865 | 0.033416 |
Female
| 26 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,671,516,000 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
cc64649b-7c9f-43ab-be31-247d6b23362d
|
no_churn
| 0.00465 | 0 |
no_churn
| -0.072373 | -0.003802 | -0.00555 | -0.026751 | -0.026511 | -0.108295 | -0.011516 | -0.014228 |
Female
| 36 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,671,516,000 |
27 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
684b701b-24d9-4982-861d-31d4e698d79a
|
no_churn
| 0.037769 | 0 |
no_churn
| -0.054386 | -0.004594 | -0.023988 | -0.031702 | 0.010497 | -0.081132 | -0.042175 | -0.041547 |
Male
| 56 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
076eacdb-ef1c-40fb-93cf-c19f96900366
|
no_churn
| 0.034166 | 0 |
no_churn
| -0.043949 | -0.003987 | -0.009448 | -0.042047 | -0.036304 | -0.072664 | -0.022566 | -0.03806 |
Male
| 70 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,516,000 |
9 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
e5eda936-3537-437c-a3d9-a5442bd96ab5
|
no_churn
| 0.058281 | 0 |
no_churn
| 0.006747 | -0.008545 | -0.018404 | -0.000257 | -0.021369 | -0.142364 | -0.025507 | -0.042661 |
Female
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
39 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
acb00580-5900-45fd-8aa0-0525804f48c1
|
churn
| 0.581491 | 1 |
churn
| -0.102859 | -0.004062 | 0.088854 | 0.008176 | -0.02809 | 0.116075 | 0.070265 | 0.04028 |
Male
| 74 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
9 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
629725bc-f633-4fa5-a1ef-f2494022da55
|
no_churn
| 0.058281 | 0 |
no_churn
| 0.006747 | -0.008545 | -0.018404 | -0.000257 | -0.021369 | -0.142364 | -0.025507 | -0.042661 |
Female
| 51 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
55 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
731ddb41-498a-4615-920f-d9fb578b875a
|
no_churn
| 0.009525 | 0 |
no_churn
| -0.029988 | -0.003533 | 0.00791 | -0.003548 | 0.013867 | -0.202076 | -0.022618 | -0.02904 |
Male
| 38 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b3bc7cef-4900-43f9-91ec-4b0e4d2fcfc0
|
no_churn
| 0.015222 | 0 |
no_churn
| -0.146405 | -0.003212 | 0.006823 | 0.032288 | -0.016163 | -0.097748 | -0.014923 | -0.029686 |
Female
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f24c8fd7-8bf5-45bd-8b10-ce91e757cce3
|
no_churn
| 0.051596 | 0 |
no_churn
| 0.039204 | -0.005722 | -0.023647 | -0.065945 | -0.016343 | -0.127023 | -0.032069 | -0.037482 |
Female
| 37 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
72 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
8c089616-54a1-4f49-a911-ebc045b3d278
|
no_churn
| 0.00627 | 0 |
no_churn
| -0.122927 | -0.00075 | 0.004273 | -0.000096 | 0.034228 | -0.121657 | 0.027836 | 0.040067 |
Female
| 59 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
68 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
a029408a-a455-4d01-adb4-9dcab8f051d3
|
no_churn
| 0.006293 | 0 |
no_churn
| -0.018021 | -0.002678 | -0.005804 | -0.007474 | -0.003085 | -0.205499 | -0.011559 | -0.014906 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
30 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
25d9b3b3-4ac9-46ef-b64e-e5bf1a8d9b48
|
no_churn
| 0.191798 | 0 |
no_churn
| -0.000326 | -0.015849 | -0.081221 | -0.107433 | -0.024182 | 0.053217 | -0.026281 | -0.026953 |
Male
| 40 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3d59b3d2-cefe-4f7a-a79d-90cec5be776a
|
churn
| 0.817293 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 71 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,516,000 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
c5c86854-990f-4c83-84a6-c9389e27f3eb
|
no_churn
| 0.119264 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
24 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
4f3cb9d7-7db8-4613-a1c0-daa364833bc7
|
no_churn
| 0.084943 | 0 |
no_churn
| 0.00048 | -0.001753 | -0.015566 | 0.046162 | 0.002492 | 0.117843 | 0.200696 | 0.098119 |
Female
| 65 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,516,000 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ddb35e3-e4fe-4b20-94c7-f57796ad1d65
|
churn
| 0.817293 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7c6dad13-6756-4405-b940-3582f781d8c0
|
no_churn
| 0.448797 | 0 |
no_churn
| 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
44 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
4013f9bd-22e2-4460-a673-c21b15db70dd
|
no_churn
| 0.025072 | 0 |
no_churn
| -0.081857 | -0.00739 | -0.026159 | -0.033669 | 0.010036 | -0.07535 | -0.017891 | -0.036747 |
Male
| 61 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,516,000 |
62 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
fe21b834-6e02-44bd-9b56-30a5fd4bb504
|
no_churn
| 0.042578 | 0 |
no_churn
| -0.102183 | -0.003117 | -0.001683 | 0.02935 | 0.00244 | -0.060876 | -0.017959 | -0.014999 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,516,000 |
16 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
15c95b5e-ae33-4b07-9140-8a2185481058
|
no_churn
| 0.089081 | 0 |
no_churn
| 0.038047 | -0.015142 | -0.086817 | -0.078046 | -0.048962 | 0.07454 | -0.046398 | -0.054831 |
Female
| 42 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
26ac258c-38ab-4236-9364-da76a3c11cc4
|
no_churn
| 0.069692 | 0 |
no_churn
| -0.033899 | -0.005592 | -0.020208 | -0.051476 | -0.083163 | 0.00149 | -0.016014 | -0.017642 |
Male
| 57 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
40 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2914917a-ccbf-4393-8356-18293fc7980a
|
no_churn
| 0.053748 | 0 |
no_churn
| -0.05557 | -0.008239 | -0.080907 | -0.047552 | 0.046054 | 0.058599 | -0.038478 | -0.067933 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
57 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
767e2950-f82b-4c44-aca8-ff7a8382f979
|
no_churn
| 0.276276 | 0 |
no_churn
| -0.09255 | -0.004351 | 0.052867 | 0.044547 | 0.082524 | 0.080907 | 0.119208 | 0.065402 |
Male
| 74 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6957779d-f4fc-4c78-ac42-8b8a14b301b1
|
no_churn
| 0.561319 | 0 |
no_churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Male
| 42 |
No
|
No
|
Medical Leave
|
Urban
|
College
| 1,671,516,000 |
70 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
2bd654c4-970e-47ee-b94f-e537884e2634
|
no_churn
| 0.011492 | 0 |
no_churn
| -0.098382 | 0.008433 | -0.001342 | -0.012579 | 0.001466 | -0.130033 | -0.015259 | -0.021329 |
Female
| 28 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,516,000 |
15 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
610f570e-7509-4ee6-83f3-70a5ff0674d6
|
no_churn
| 0.105503 | 0 |
no_churn
| 0.166007 | -0.010052 | 0.080176 | -0.056205 | 0.082931 | 0.122025 | -0.029709 | -0.045743 |
Male
| 54 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,516,000 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc4a75d8-467a-477e-8dd2-24d67a49906c
|
no_churn
| 0.479939 | 0 |
no_churn
| -0.172568 | -0.007962 | -0.067256 | 0.032385 | -0.002002 | 0.049254 | -0.034661 | -0.066216 |
Female
| 71 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
47 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
7c1a74e4-7f5c-40cb-baf4-97e0f7098fa7
|
churn
| 0.526928 | 1 |
churn
| -0.13691 | -0.00208 | 0.007097 | -0.166325 | 0.036717 | 0.067533 | 0.094295 | 0.070646 |
Female
| 66 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
12 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
87804efe-f752-4597-b14f-a7219ba819a9
|
no_churn
| 0.279137 | 0 |
no_churn
| -0.056453 | -0.007658 | -0.028512 | -0.10258 | 0.011337 | 0.048558 | -0.063801 | -0.069917 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
54 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7ccb0900-a756-4413-95d2-f1487f6adebb
|
no_churn
| 0.455818 | 0 |
no_churn
| -0.156533 | -0.002762 | -0.018766 | -0.113903 | 0.083552 | -0.000785 | 0.07603 | 0.06414 |
Male
| 74 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
63 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
570570e2-9b4e-4f94-a0ea-6e9828918eb0
|
no_churn
| 0.018409 | 0 |
no_churn
| -0.097823 | -0.002846 | -0.005356 | -0.016938 | -0.051907 | -0.141739 | 0.024966 | 0.022616 |
Male
| 29 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
b39581d9-bec9-4efb-803f-aa220f02d8ae
|
no_churn
| 0.005419 | 0 |
no_churn
| -0.098048 | 0.002195 | -0.003539 | -0.013001 | -0.050829 | -0.137602 | 0.011723 | 0.020074 |
Female
| 52 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
49 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7e139423-f7be-46a1-9223-28c54f8f7386
|
no_churn
| 0.024306 | 0 |
no_churn
| -0.051484 | -0.003636 | 0.008063 | -0.038769 | -0.032087 | -0.11251 | -0.016747 | -0.021856 |
Male
| 56 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,516,000 |
72 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
b26b4926-0433-4067-b323-532dee59f538
|
no_churn
| 0.00325 | 0 |
no_churn
| -0.115985 | 0.015058 | 0.0008 | -0.016021 | 0.002729 | -0.110686 | -0.015113 | -0.019807 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a59cf772-b5e1-41f0-8ffc-989a32b57878
|
no_churn
| 0.034166 | 0 |
no_churn
| -0.043949 | -0.003987 | -0.009448 | -0.042047 | -0.036304 | -0.072664 | -0.022566 | -0.03806 |
Female
| 44 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
58 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
9b0fe42a-d7d6-4d50-9063-4144c32ca8f0
|
churn
| 0.421051 | 1 |
churn
| -0.156963 | -0.025505 | -0.023751 | -0.005081 | -0.106946 | 0.056034 | 0.029284 | 0.033902 |
Female
| 70 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
32 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8fe3650c-5433-4d60-8668-a03660e42df3
|
no_churn
| 0.019245 | 0 |
no_churn
| -0.007406 | -0.004484 | -0.043566 | -0.107257 | 0.018062 | -0.056628 | -0.019329 | -0.028418 |
Male
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55ea1b53-0f58-423e-b6be-95893dbde1bb
|
churn
| 0.439124 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 21 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,516,000 |
12 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cd66c5d7-b60b-4f08-b4be-e847209e8c2a
|
no_churn
| 0.188255 | 0 |
no_churn
| -0.06207 | -0.009067 | -0.019765 | -0.104809 | -0.034372 | 0.040952 | -0.03958 | -0.030982 |
Male
| 62 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,516,000 |
57 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
df0a39d1-50bf-43f4-8e33-fe63949a94c6
|
no_churn
| 0.276276 | 0 |
no_churn
| -0.09255 | -0.004351 | 0.052867 | 0.044547 | 0.082524 | 0.080907 | 0.119208 | 0.065402 |
Female
| 77 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
30 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a968b8f9-48ac-4739-99ba-8e55e9de0ddb
|
no_churn
| 0.022254 | 0 |
no_churn
| -0.056241 | -0.00424 | -0.008473 | -0.056178 | -0.020193 | -0.086596 | -0.016106 | -0.020998 |
Male
| 30 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b1b85132-eaf0-455e-b658-a4db4bf4fe71
|
churn
| 0.377945 | 1 |
churn
| -0.127625 | -0.004461 | -0.019857 | -0.021396 | 0.032386 | 0.056486 | -0.062479 | 0.02692 |
Male
| 54 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8ae44db1-cc50-4715-8c32-93e7ed13f3de
|
churn
| 0.881945 | 1 |
churn
| 0.050797 | -0.005066 | -0.068169 | -0.045174 | -0.036705 | 0.090762 | -0.122333 | 0.016861 |
Male
| 57 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
30 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
82363513-67d3-44d8-9de7-2c408c0e1b76
|
no_churn
| 0.265149 | 0 |
no_churn
| -0.088578 | 0.005135 | -0.01017 | -0.103577 | -0.097822 | 0.057807 | -0.018023 | 0.006203 |
Male
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
6ebd0b87-1ea3-4ceb-8585-358e940a3641
|
no_churn
| 0.087886 | 0 |
no_churn
| -0.176865 | -0.002836 | -0.045061 | 0.047768 | -0.01476 | -0.047397 | 0.01522 | 0.044903 |
Male
| 42 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,516,000 |
34 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f796fd17-350a-47bf-a89b-33cf169d8dbe
|
no_churn
| 0.073587 | 0 |
no_churn
| -0.050231 | 0.002762 | -0.023953 | -0.035676 | 0.027966 | -0.114185 | -0.018027 | -0.027683 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
30 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
14770aae-314f-492c-9e8d-cd9d17d14a45
|
no_churn
| 0.265149 | 0 |
no_churn
| -0.088578 | 0.005135 | -0.01017 | -0.103577 | -0.097822 | 0.057807 | -0.018023 | 0.006203 |
Male
| 23 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
43 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
913c9d93-3e0f-470e-935f-310fcdf7711e
|
no_churn
| 0.018116 | 0 |
no_churn
| -0.029784 | -0.003055 | -0.017556 | -0.039837 | 0.018903 | -0.128984 | -0.036683 | -0.032029 |
Male
| 67 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,671,516,000 |
38 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5a0ded9-b068-41df-a7a6-3e516b35b148
|
no_churn
| 0.034158 | 0 |
no_churn
| -0.069155 | -0.011839 | -0.030281 | -0.114873 | -0.014857 | 0.038313 | -0.030718 | -0.035617 |
Male
| 45 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,516,000 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a896ca1b-efa2-4684-9e4b-400a54f2e01a
|
no_churn
| 0.027081 | 0 |
no_churn
| -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 |
Female
| 67 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,516,000 |
1 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f7476d7e-cb2e-47d7-a51a-0f358ad3a881
|
no_churn
| 0.491353 | 0 |
no_churn
| 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 |
Male
| 64 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
dd70efc2-16ca-47be-86ca-3ff887c27f99
|
no_churn
| 0.032803 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Female
| 80 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
43 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4627cf97-be95-43c2-9ba2-ff9ded219e88
|
no_churn
| 0.165313 | 0 |
no_churn
| -0.130877 | 0.009618 | -0.012248 | -0.06683 | -0.015043 | 0.036637 | -0.036894 | -0.043389 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
18 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
fb27ab27-1be8-4af4-bc21-e8884f4fcaf2
|
no_churn
| 0.228862 | 0 |
no_churn
| -0.033813 | -0.001489 | -0.035584 | -0.078412 | -0.06281 | 0.060468 | 0.11122 | 0.071392 |
Male
| 33 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
62d7b7d0-9266-4950-879c-44959d309c7a
|
no_churn
| 0.015222 | 0 |
no_churn
| -0.146405 | -0.003212 | 0.006823 | 0.032288 | -0.016163 | -0.097748 | -0.014923 | -0.029686 |
Female
| 50 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
17 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
213a8feb-08ed-45dd-abf3-e63de051e436
|
no_churn
| 0.197814 | 0 |
no_churn
| -0.007411 | -0.006081 | -0.016091 | -0.195347 | 0.014932 | 0.062222 | -0.032699 | -0.038552 |
Male
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
3e2f4bce-8cab-4724-8493-e9c8a2b82942
|
no_churn
| 0.034166 | 0 |
no_churn
| -0.043949 | -0.003987 | -0.009448 | -0.042047 | -0.036304 | -0.072664 | -0.022566 | -0.03806 |
Female
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
9 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
8269cdaf-89fb-4e67-882b-69bd8051c482
|
no_churn
| 0.058281 | 0 |
no_churn
| 0.006747 | -0.008545 | -0.018404 | -0.000257 | -0.021369 | -0.142364 | -0.025507 | -0.042661 |
Female
| 30 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
47 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
736c72bd-4cf2-433c-ad2d-ac824b3f5cfa
|
no_churn
| 0.048031 | 0 |
no_churn
| 0.009286 | -0.001093 | 0.022877 | 0.017226 | 0.036716 | -0.016272 | -0.032835 | -0.04493 |
Female
| 65 |
No
|
Yes
|
Disabled
|
Rural
|
Bachelor
| 1,671,516,000 |
35 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
09845249-12c2-4b29-bcee-deb89acdfd2d
|
no_churn
| 0.019904 | 0 |
no_churn
| -0.055916 | -0.004072 | -0.013193 | -0.038445 | -0.036049 | -0.057429 | -0.021678 | -0.042243 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9d37ae21-4502-4177-85f5-0c125e0fee16
|
no_churn
| 0.680655 | 0 |
no_churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Female
| 26 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,516,000 |
62 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
14a12a98-21f5-432c-9e02-daa91c3e865a
|
no_churn
| 0.006584 | 0 |
no_churn
| -0.066571 | -0.003927 | -0.012413 | -0.019639 | 0.001074 | -0.111064 | -0.028377 | -0.028108 |
Female
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
0 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c7ec5467-3694-487c-bc0d-f40996b9d396
|
no_churn
| 0.019052 | 0 |
no_churn
| 0.084653 | -0.004512 | 0.01421 | -0.066571 | 0.007408 | -0.208487 | -0.034496 | -0.033849 |
Male
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0d031e94-0f5a-41bc-9f14-5d0006b05fc8
|
no_churn
| 0.372101 | 0 |
no_churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
727b7439-d6cf-4440-9568-ae830db63ed6
|
no_churn
| 0.015974 | 0 |
no_churn
| -0.099256 | -0.002655 | 0.01554 | 0.041088 | -0.056391 | -0.111002 | -0.022895 | -0.028454 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
49 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
20c06097-3c1a-44c6-9a03-efbcee6799e9
|
no_churn
| 0.024306 | 0 |
no_churn
| -0.051484 | -0.003636 | 0.008063 | -0.038769 | -0.032087 | -0.11251 | -0.016747 | -0.021856 |
Male
| 37 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
55 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
0dd571ce-2abb-4387-9041-fdba874a5686
|
no_churn
| 0.058624 | 0 |
no_churn
| 0.054913 | -0.003486 | -0.000868 | 0.040493 | 0.071454 | -0.009944 | -0.014534 | -0.017055 |
Male
| 21 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,671,516,000 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e3edd45-62a7-4c5e-9be6-8859899b249b
|
no_churn
| 0.517607 | 0 |
no_churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Female
| 23 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,516,000 |
71 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
5ed8b935-c4c4-44d7-bfb6-10cdbe36b08d
|
no_churn
| 0.00166 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Male
| 46 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,671,516,000 |
27 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
438a3202-e300-4af7-8256-41b9ab7a2a1d
|
no_churn
| 0.037769 | 0 |
no_churn
| -0.054386 | -0.004594 | -0.023988 | -0.031702 | 0.010497 | -0.081132 | -0.042175 | -0.041547 |
Female
| 53 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
20 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
a64dd72c-1005-480a-9d0f-56790c6083b0
|
no_churn
| 0.088381 | 0 |
no_churn
| -0.003987 | -0.004267 | -0.081382 | -0.016141 | 0.013037 | -0.1486 | 0.063505 | 0.068809 |
Male
| 66 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
42 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
38a68985-c529-4b28-9184-1859aca7fcd0
|
no_churn
| 0.006603 | 0 |
no_churn
| 0.012853 | -0.003838 | -0.003488 | -0.022312 | -0.009653 | -0.210819 | -0.014043 | -0.017728 |
Female
| 53 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
8 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
bf63ce81-177b-4a97-a80a-024d3b1e2a09
|
no_churn
| 0.438044 | 0 |
no_churn
| 0.035377 | -0.043567 | -0.036773 | -0.054516 | -0.0755 | 0.078224 | 0.036319 | -0.003923 |
Female
| 50 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
22 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
acf18317-9130-49a9-9014-c4bf1cb8036e
|
no_churn
| 0.350701 | 0 |
no_churn
| -0.088734 | -0.002508 | 0.040564 | 0.065374 | -0.054627 | 0.091821 | -0.003613 | -0.030724 |
Female
| 76 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
65 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
adaf0959-1a0d-4cb0-8c26-7dc642f4e53e
|
no_churn
| 0.070792 | 0 |
no_churn
| -0.110695 | -0.001742 | -0.015672 | 0.015154 | -0.061382 | -0.116632 | 0.006817 | 0.025127 |
Male
| 57 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d43955cc-c630-4ec1-9136-415eb60a7538
|
no_churn
| 0.448797 | 0 |
no_churn
| 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 |
Male
| 36 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
30 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5fd366f5-2299-49d3-906d-958a9073f6c0
|
churn
| 0.094437 | 1 |
churn
| -0.065545 | -0.018197 | -0.031334 | -0.089231 | -0.020716 | 0.052977 | -0.036571 | -0.050409 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
17 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
e6457d35-f6f1-4ebd-9fd4-5e838d7ebd7a
|
churn
| 0.130447 | 1 |
churn
| 0.046755 | -0.008368 | 0.020783 | -0.040589 | 0.017018 | -0.170796 | -0.024219 | -0.039611 |
Male
| 60 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
65 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
c47f7813-599e-43ff-b383-ac9fe9c14fad
|
no_churn
| 0.070792 | 0 |
no_churn
| -0.110695 | -0.001742 | -0.015672 | 0.015154 | -0.061382 | -0.116632 | 0.006817 | 0.025127 |
Male
| 63 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
39ca6d04-767c-4046-8b54-8acf43bd0445
|
churn
| 0.817293 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 77 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,516,000 |
57 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
479802dc-35b0-4e91-bdef-09dbe0b53a6f
|
no_churn
| 0.276276 | 0 |
no_churn
| -0.09255 | -0.004351 | 0.052867 | 0.044547 | 0.082524 | 0.080907 | 0.119208 | 0.065402 |
Female
| 32 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,516,000 |
39 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
08965a28-3cba-473b-ae00-360e6470674c
|
no_churn
| 0.012483 | 0 |
no_churn
| -0.024649 | -0.005096 | -0.005018 | -0.070543 | -0.037921 | -0.099372 | -0.012336 | -0.01409 |
Male
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
63 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
90666dec-bd0d-46a5-b690-3c554dfcd8cc
|
no_churn
| 0.267783 | 0 |
no_churn
| -0.163091 | -0.003828 | 0.018554 | -0.000503 | -0.06504 | 0.048056 | 0.01243 | 0.044395 |
Male
| 77 |
No
|
Yes
|
Retired
|
Suburban
|
Master
| 1,671,516,000 |
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