Tenure
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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
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| prediction_label
stringclasses 2
values | prediction_score
float64 0
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| actual_score
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| actual_label
stringclasses 2
values | shap/Tenure
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| shap/PhoneService
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| 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
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stringclasses 2
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f18aede6-82e4-465e-90d5-92667e3fa28a
|
no_churn
| 0.594083 | 0 |
no_churn
| 0.071063 | -0.002448 | 0.075384 | 0.044057 | 0.049789 | 0.142974 | 0.118072 | 0.082992 |
Male
| 74 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,898,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e1447f9-c32d-4e32-849f-62d88d20f587
|
no_churn
| 0.074217 | 0 |
no_churn
| 0.038862 | -0.001702 | 0.142708 | 0.131208 | 0.099998 | 0.132958 | 0.022846 | 0.026532 |
Female
| 58 |
No
|
Yes
|
Employed
|
Urban
|
Doctor
| 1,672,898,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
5824c13c-77f6-4eb4-b9a5-aae0fb5a728d
|
no_churn
| 0.124057 | 0 |
no_churn
| -0.106667 | -0.003114 | 0.028367 | 0.012939 | -0.094554 | 0.053255 | -0.000198 | 0.010945 |
Male
| 37 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
42 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ec2dc0fd-0d20-4852-8c3c-cb41fd4c2e05
|
no_churn
| 0.521516 | 0 |
no_churn
| 0.027316 | -0.000646 | 0.092841 | 0.028532 | 0.109344 | 0.132556 | 0.153135 | 0.057895 |
Male
| 38 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
11 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e23683b5-317d-45ab-b3c9-c4e2ca3325ab
|
churn
| 0.128767 | 1 |
churn
| 0.155522 | 0.005033 | 0.021146 | 0.029398 | 0.148619 | 0.140766 | -0.032568 | -0.015275 |
Male
| 57 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e1c58f9c-1b06-439e-9c84-baf3081a9f47
|
churn
| 0.620267 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
9 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4618520c-786e-4f0c-8cc5-10b9021b3f49
|
churn
| 0.841193 | 1 |
churn
| 0.095316 | -0.003515 | 0.100055 | -0.010865 | 0.153905 | 0.13824 | 0.104684 | 0.118821 |
Male
| 72 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
49 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
06270838-d6f6-4a05-b497-ebaf18502a53
|
no_churn
| 0.380596 | 0 |
no_churn
| -0.114685 | -0.005103 | 0.008403 | -0.117953 | 0.054611 | 0.052393 | 0.031808 | 0.084834 |
Male
| 40 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,898,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
20c32055-b04c-47d1-96da-704da0de1eed
|
no_churn
| 0.009577 | 0 |
no_churn
| -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 |
Male
| 60 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,898,400 |
8 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8eef816e-6dc9-4140-af41-9f890d4dedd8
|
churn
| 0.588427 | 1 |
churn
| 0.153206 | 0.134409 | 0.073847 | 0.003603 | 0.097229 | 0.149339 | -0.015357 | -0.025303 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2be86f8f-1b3c-48ae-8aea-64c975c454dc
|
churn
| 0.609438 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Male
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
40 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c588cd66-0a60-49ce-bd48-3228adc80b8a
|
no_churn
| 0.012736 | 0 |
no_churn
| -0.104104 | -0.021087 | -0.072949 | -0.057878 | 0.005082 | 0.04759 | -0.02628 | -0.027401 |
Male
| 44 |
No
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,672,898,400 |
13 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
219a295c-7527-4b40-a375-440ec621b806
|
churn
| 0.518246 | 1 |
churn
| -0.096441 | 0.033426 | -0.001371 | -0.091781 | -0.055572 | 0.062798 | -0.055032 | -0.065052 |
Female
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
dd1df4c3-68db-41ec-8e87-9944d0324727
|
churn
| 0.624292 | 1 |
churn
| -0.049093 | -0.003603 | 0.064474 | 0.069987 | 0.016471 | 0.100793 | -0.020695 | 0.046632 |
Female
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
0e8d9158-dfb4-41ec-9eee-a46d13fb37ac
|
no_churn
| 0.006851 | 0 |
no_churn
| -0.108362 | -0.001072 | -0.007218 | 0.009042 | -0.037544 | 0.070337 | 0.081442 | 0.037681 |
Female
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
6 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
184461fe-ef99-430a-a210-74b2eb10cdbd
|
churn
| 0.750133 | 1 |
churn
| 0.120208 | -0.001794 | 0.114869 | 0.010885 | 0.073662 | 0.136349 | 0.121075 | 0.133221 |
Male
| 43 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,898,400 |
53 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fdaf9242-75fd-4014-9a25-1d3663953308
|
no_churn
| 0.055433 | 0 |
no_churn
| -0.081239 | -0.006314 | 0.018591 | -0.020699 | -0.132133 | 0.030801 | -0.018102 | -0.016597 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
9e1569d5-f9c9-40c1-b122-23ad32dc1bf7
|
no_churn
| 0.006851 | 0 |
no_churn
| -0.108362 | -0.001072 | -0.007218 | 0.009042 | -0.037544 | 0.070337 | 0.081442 | 0.037681 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
8 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
7035c881-a1c6-4ca2-a2a0-85a21a8ca942
|
no_churn
| 0.732914 | 0 |
no_churn
| 0.145752 | -0.002237 | 0.0179 | -0.022266 | 0.109668 | 0.149395 | 0.166963 | 0.132464 |
Male
| 64 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,898,400 |
2 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f94d9f95-4f0a-4896-b098-c1383d913fab
|
no_churn
| 0.304518 | 0 |
no_churn
| 0.306282 | 0.128325 | 0.052827 | 0.046583 | 0.071454 | 0.151404 | -0.017548 | -0.008354 |
Male
| 45 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
56 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
de20df80-8ab1-48ef-b720-091d4e60bcc4
|
no_churn
| 0.031138 | 0 |
no_churn
| 0.004266 | -0.003664 | -0.013477 | -0.022542 | 0.023032 | -0.169745 | -0.031991 | -0.054905 |
Female
| 41 |
Yes
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,672,898,400 |
25 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
77b68405-4cf9-40ca-86f1-85169b7df537
|
no_churn
| 0.069159 | 0 |
no_churn
| 0.01314 | 0.091043 | 0.027891 | -0.121326 | 0.020919 | 0.074975 | -0.035639 | -0.043696 |
Male
| 50 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55f40b7c-73af-4bd6-8ee5-59123f629457
|
churn
| 0.687914 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Female
| 67 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,898,400 |
47 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f44d6498-321b-472d-9c37-3fe218f0aa48
|
churn
| 0.455619 | 1 |
churn
| -0.121318 | -0.004229 | -0.057827 | -0.094552 | 0.081694 | 0.068226 | 0.042172 | 0.081808 |
Male
| 44 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
6ecf7737-0cb9-4772-9487-2c8922f86e8f
|
no_churn
| 0.251398 | 0 |
no_churn
| -0.051485 | -0.001507 | 0.107305 | 0.03644 | 0.06028 | 0.126623 | 0.129274 | 0.118806 |
Female
| 23 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
46432a89-24a9-406a-bcfd-bfdaba7e2f3e
|
no_churn
| 0.641355 | 0 |
no_churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Female
| 77 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
1d4f9c16-a3e6-440e-b4d3-24567bd75523
|
no_churn
| 0.01922 | 0 |
no_churn
| -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 |
Male
| 64 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,898,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41c3f9b5-0af4-4963-a5c1-2efc29b87ebb
|
no_churn
| 0.210408 | 0 |
no_churn
| -0.071302 | -0.004321 | 0.047515 | 0.101255 | -0.158132 | 0.060534 | -0.02033 | -0.010759 |
Female
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
50 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
61efeb82-1134-4420-b469-5a6bab95dab1
|
no_churn
| 0.221443 | 0 |
no_churn
| -0.053043 | -0.004637 | 0.088765 | 0.098241 | -0.073726 | 0.052554 | 0.118486 | 0.048834 |
Female
| 66 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,898,400 |
29 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
00f8b3aa-907e-43fe-9b5c-e6239e3e74ee
|
no_churn
| 0.025792 | 0 |
no_churn
| -0.059707 | -0.004494 | -0.017796 | -0.041809 | -0.023762 | -0.078383 | -0.019874 | -0.023202 |
Male
| 78 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
11 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cfa51457-6c5f-400f-9686-506a5e9a4e1c
|
churn
| 0.128767 | 1 |
churn
| 0.155522 | 0.005033 | 0.021146 | 0.029398 | 0.148619 | 0.140766 | -0.032568 | -0.015275 |
Female
| 75 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
33 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
17482f75-dcc1-4331-af65-a8876fca5138
|
no_churn
| 0.020843 | 0 |
no_churn
| -0.115784 | -0.004607 | 0.037482 | -0.105428 | 0.045523 | 0.019166 | -0.039003 | -0.049709 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,898,400 |
20 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
3eb4e99b-3a6d-46de-ba7e-5b0680eb4d71
|
no_churn
| 0.015288 | 0 |
no_churn
| -0.049879 | 0.017595 | -0.004055 | -0.028918 | 0.014755 | -0.134457 | -0.036761 | -0.037305 |
Male
| 46 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
30 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d3274d56-fb82-498c-9c27-72156dd0c66d
|
churn
| 0.413682 | 1 |
churn
| -0.168997 | -0.003759 | -0.045792 | -0.08079 | 0.032659 | 0.044025 | -0.035103 | 0.059897 |
Female
| 48 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
0399bdc5-3f42-4f98-8771-8b464c30ec76
|
churn
| 0.329466 | 1 |
churn
| -0.136293 | -0.002254 | 0.005525 | 0.000384 | 0.023249 | -0.229037 | 0.026686 | 0.042714 |
Male
| 66 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,898,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2cd06272-d77c-457a-bddd-55d7ec281540
|
churn
| 0.744726 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 21 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,898,400 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
fe6751b9-a745-4d4d-943d-93ce5b41c45d
|
no_churn
| 0.569029 | 0 |
no_churn
| -0.053204 | -0.004025 | -0.11868 | -0.004668 | -0.052659 | 0.058622 | -0.067735 | -0.006677 |
Male
| 46 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
6 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
42489a8b-c223-41b8-a831-b7f8a91f9cc7
|
churn
| 0.750133 | 1 |
churn
| 0.120208 | -0.001794 | 0.114869 | 0.010885 | 0.073662 | 0.136349 | 0.121075 | 0.133221 |
Male
| 50 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,898,400 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c3c6d461-b619-4a2a-8770-c3b9b45f1265
|
no_churn
| 0.190126 | 0 |
no_churn
| -0.288451 | -0.003907 | 0.014791 | -0.013934 | -0.000102 | -0.006904 | 0.0224 | 0.029583 |
Male
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
43 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
3a761343-6bb7-4ba7-abcc-775d76c270d7
|
churn
| 0.636542 | 1 |
churn
| 0.041956 | -0.00195 | 0.114813 | 0.136427 | 0.051657 | 0.133383 | 0.06654 | 0.081147 |
Male
| 62 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,898,400 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
339f159b-76d0-4e98-8946-6e284a373d60
|
no_churn
| 0.540717 | 0 |
no_churn
| -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 |
Female
| 44 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
22 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c3d667f3-b3a0-41eb-846e-3417bfa80e5d
|
no_churn
| 0.137639 | 0 |
no_churn
| -0.024519 | -0.001857 | 0.076261 | 0.012947 | 0.067373 | 0.084855 | -0.036055 | -0.023485 |
Female
| 20 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,898,400 |
59 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
f4aebf66-da7e-4180-add6-8f01ea77559a
|
no_churn
| 0.055308 | 0 |
no_churn
| -0.070114 | 0.001226 | -0.006033 | -0.033934 | -0.063732 | -0.132709 | 0.021539 | 0.014731 |
Female
| 57 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,898,400 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e0445815-ad59-48a1-b78a-f9b4653a73da
|
no_churn
| 0.540717 | 0 |
no_churn
| -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 |
Male
| 53 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
3fca6932-d81c-476c-9bbc-7d30e77bd201
|
no_churn
| 0.028029 | 0 |
no_churn
| -0.066118 | -0.002895 | -0.018205 | -0.018911 | -0.04034 | -0.17193 | 0.024845 | 0.024529 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
19 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
17ebc358-6a91-424b-b993-bdbd6980b49e
|
churn
| 0.391801 | 1 |
churn
| 0.095326 | -0.002454 | -0.012112 | 0.167078 | 0.10288 | 0.117252 | -0.006277 | -0.026477 |
Female
| 40 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
61 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c99ed698-ee6a-48f1-8976-0e117654cc40
|
no_churn
| 0.005573 | 0 |
no_churn
| -0.03592 | -0.003456 | 0.007155 | -0.035576 | 0.012818 | 0.057855 | -0.018482 | -0.00342 |
Male
| 36 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
49 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b59b6c90-678e-438b-80c4-1ef7a6dbebb0
|
no_churn
| 0.380596 | 0 |
no_churn
| -0.114685 | -0.005103 | 0.008403 | -0.117953 | 0.054611 | 0.052393 | 0.031808 | 0.084834 |
Female
| 54 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
23 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6721039a-11f8-443d-ac90-e667ed121a9a
|
no_churn
| 0.108326 | 0 |
no_churn
| -0.066017 | -0.009521 | 0.041846 | -0.127502 | 0.023414 | 0.05888 | -0.041846 | -0.068281 |
Female
| 61 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
67 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5c3e409-4ff4-41fb-a932-4fa404ce7356
|
no_churn
| 0.074016 | 0 |
no_churn
| -0.110194 | -0.004162 | -0.031587 | -0.016215 | -0.019666 | 0.045497 | -0.013267 | -0.014432 |
Female
| 39 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
4785cdb1-6a02-4987-8d69-b7620bbb344c
|
churn
| 0.668326 | 1 |
churn
| 0.14483 | -0.004051 | 0.115108 | 0.021591 | 0.119263 | 0.145603 | 0.099228 | 0.074402 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
11 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c0bcf40d-01de-4ee8-ae78-86ed3478fa62
|
no_churn
| 0.487258 | 0 |
no_churn
| 0.014881 | -0.005539 | 0.052077 | -0.082351 | -0.104398 | 0.074673 | 0.063237 | 0.049977 |
Male
| 74 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,898,400 |
48 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
4369f358-eb36-4bfa-8992-68021225c006
|
no_churn
| 0.22485 | 0 |
no_churn
| -0.200334 | -0.002589 | -0.030735 | -0.15731 | 0.021747 | 0.030348 | 0.036427 | 0.05342 |
Male
| 57 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,898,400 |
29 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
84315f8b-7511-4a0d-b50f-a66bd61991cb
|
churn
| 0.582138 | 1 |
churn
| 0.06139 | -0.000995 | 0.021737 | 0.057396 | 0.163766 | 0.132888 | 0.113694 | 0.132766 |
Female
| 47 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
7fcfaa43-1fc3-42a8-a6ba-434d78ae7209
|
churn
| 0.138057 | 0 |
no_churn
| -0.198117 | -0.0067 | 0.012065 | 0.042414 | -0.065217 | 0.005189 | 0.011969 | 0.03937 |
Female
| 22 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,898,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0326dd58-2ccb-420e-b73f-2dca11441288
|
churn
| 0.876743 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 79 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
57f8ce88-9018-4ae7-978b-64ad8df9c5f8
|
no_churn
| 0.641355 | 0 |
no_churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
49 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
cb0712ce-04d4-4ab7-b8aa-33e0d3301ab7
|
no_churn
| 0.037012 | 0 |
no_churn
| -0.084559 | -0.002028 | -0.049529 | -0.014947 | -0.020364 | -0.123934 | -0.009479 | 0.035813 |
Male
| 41 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
170da211-3fc8-4594-a532-08a379a54781
|
no_churn
| 0.149835 | 0 |
no_churn
| -0.166968 | -0.001478 | 0.019462 | -0.056108 | 0.05089 | 0.064289 | 0.006342 | 0.074545 |
Male
| 53 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
596326df-4b28-471f-86e1-00d3815e5cff
|
no_churn
| 0.052863 | 0 |
no_churn
| -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 |
Male
| 42 |
Yes
|
Yes
|
Disabled
|
Rural
|
High School or Below
| 1,672,898,400 |
55 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
d9be3851-84d3-4072-b941-2ca94ce80238
|
no_churn
| 0.022502 | 0 |
no_churn
| -0.083873 | -0.003509 | -0.021762 | 0.024597 | -0.027574 | -0.106554 | -0.021853 | -0.028499 |
Female
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
2 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
cc02f12a-b67b-466b-b7f3-c7a9da50f48f
|
churn
| 0.65217 | 1 |
churn
| 0.271522 | 0.124747 | 0.03899 | 0.001265 | -0.041549 | 0.168939 | 0.077766 | 0.06596 |
Female
| 66 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
6 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
c6569c76-3f6d-45e7-b5e7-8bf133106a7a
|
churn
| 0.750133 | 1 |
churn
| 0.120208 | -0.001794 | 0.114869 | 0.010885 | 0.073662 | 0.136349 | 0.121075 | 0.133221 |
Male
| 72 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,898,400 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
82a264ba-135e-492a-8023-c899470e8ac1
|
churn
| 0.668326 | 1 |
churn
| 0.14483 | -0.004051 | 0.115108 | 0.021591 | 0.119263 | 0.145603 | 0.099228 | 0.074402 |
Female
| 37 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f8f9032-549c-4c7c-8254-7a6d25e517fd
|
churn
| 0.405712 | 1 |
churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Male
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
5 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df05a10b-7138-4263-b43b-35aa5945e555
|
no_churn
| 0.312679 | 0 |
no_churn
| 0.166816 | 0.191388 | 0.048936 | 0.067333 | 0.104667 | 0.131823 | -0.005947 | 0.000623 |
Male
| 20 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,898,400 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e631d3fe-a44e-49cd-8cf5-1d533a79b802
|
no_churn
| 0.029116 | 0 |
no_churn
| -0.135976 | -0.008356 | -0.033611 | -0.028064 | -0.031719 | 0.02866 | -0.036511 | -0.02345 |
Female
| 72 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
60 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1c4e8170-e5af-45a5-9ebd-f48dfbfd9fa5
|
no_churn
| 0.006719 | 0 |
no_churn
| -0.092649 | -0.005057 | -0.016914 | -0.038052 | -0.00438 | 0.040965 | -0.04922 | -0.04372 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
14 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b402a29e-4b23-40ca-a57b-3a4bbe614799
|
no_churn
| 0.043987 | 0 |
no_churn
| -0.060359 | -0.015251 | -0.08469 | -0.038009 | -0.03922 | 0.045539 | -0.028431 | -0.048606 |
Female
| 54 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
46 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
236fd75a-c4c6-4beb-b34c-6de921624975
|
no_churn
| 0.145867 | 0 |
no_churn
| -0.214908 | -0.003644 | 0.043656 | 0.019836 | 0.005681 | 0.061382 | -0.03211 | -0.013606 |
Male
| 60 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,898,400 |
40 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
2d15d2ef-c310-43ba-9340-a2c92a6f182f
|
no_churn
| 0.012736 | 0 |
no_churn
| -0.053807 | -0.006739 | -0.019493 | -0.029921 | 0.009598 | -0.107623 | -0.022503 | -0.038539 |
Male
| 46 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
28 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e966b52-ab66-482c-a0cc-ecfe1c9c1fd8
|
no_churn
| 0.069434 | 0 |
no_churn
| -0.117354 | -0.01075 | -0.032236 | -0.061672 | 0.018307 | 0.036688 | -0.050786 | -0.04789 |
Female
| 74 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
7 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f66c8988-8457-4fe2-a460-72566fa0a431
|
churn
| 0.100623 | 1 |
churn
| 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 |
Male
| 41 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ab5f05b-be3e-4bf8-a06b-27aaabaa2360
|
no_churn
| 0.123122 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
474fd818-1e09-4a5b-84d1-0863113fafce
|
no_churn
| 0.052863 | 0 |
no_churn
| -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
11 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f373df26-b52c-43a1-8eb5-2a02a64988bb
|
no_churn
| 0.030731 | 0 |
no_churn
| -0.016079 | -0.009127 | -0.02799 | -0.177108 | 0.030057 | 0.052469 | -0.054585 | -0.066664 |
Female
| 24 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,898,400 |
60 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9cbf87a7-def0-4800-bd64-02883fad1b68
|
no_churn
| 0.007112 | 0 |
no_churn
| -0.048222 | -0.00285 | 0.00259 | -0.020711 | 0.019833 | 0.05787 | -0.011623 | -0.005915 |
Female
| 76 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63519c44-5f59-4ab1-b345-3df7f33b9a3b
|
no_churn
| 0.00653 | 0 |
no_churn
| -0.105038 | -0.006346 | -0.034191 | -0.032599 | -0.06161 | 0.033616 | -0.017203 | -0.025656 |
Male
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
72 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
9cde1be0-308f-43dc-8625-3e6c4165a5db
|
no_churn
| 0.081798 | 0 |
no_churn
| -0.15501 | -0.04067 | -0.026376 | -0.04178 | 0.049293 | 0.065393 | 0.049198 | 0.060925 |
Female
| 63 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
b1bca14c-1344-45ed-82e9-6cc0af5e4675
|
no_churn
| 0.013619 | 0 |
no_churn
| -0.05694 | -0.001763 | 0.006356 | -0.034745 | 0.051974 | -0.24311 | 0.037167 | 0.042035 |
Female
| 55 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
60 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
d4ccacd2-d058-455f-8a51-6fd605f84195
|
no_churn
| 0.016356 | 0 |
no_churn
| -0.081981 | 0.000549 | -0.006138 | -0.015538 | -0.061187 | -0.15078 | 0.026856 | 0.019194 |
Female
| 35 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,984,800 |
70 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
846ab109-f3b8-4701-b433-978410e194bb
|
no_churn
| 0.087986 | 0 |
no_churn
| -0.156745 | -0.000839 | -0.019907 | -0.042945 | 0.030546 | 0.035686 | -0.019646 | 0.053158 |
Male
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
4 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5eeb5430-5fca-4d56-80a6-b393c5b5b73e
|
no_churn
| 0.622968 | 0 |
no_churn
| 0.1154 | 0.013343 | -0.004647 | -0.131709 | -0.055126 | 0.09459 | 0.048284 | -0.009161 |
Female
| 22 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
11 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
636f3889-ebce-43ae-84e6-4b04629b4342
|
churn
| 0.33507 | 1 |
churn
| 0.04567 | -0.003199 | -0.024235 | -0.078784 | 0.103231 | 0.083613 | -0.024734 | 0.022448 |
Male
| 75 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
16 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
55723e4c-ca8e-4785-af21-f0bceafe7bdf
|
churn
| 0.549355 | 1 |
churn
| 0.005653 | -0.005959 | -0.043368 | 0.005273 | 0.037538 | 0.083324 | 0.056013 | 0.067666 |
Female
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
5a6dcd13-822b-4a5d-9da4-01d30ac0b5a8
|
no_churn
| 0.187769 | 0 |
no_churn
| -0.02747 | -0.002827 | -0.100455 | -0.023757 | 0.078611 | 0.071994 | -0.069028 | 0.06762 |
Male
| 48 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,984,800 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
9a4abbf6-7483-4b32-9d2e-f874634f1c9c
|
no_churn
| 0.022848 | 0 |
no_churn
| -0.07432 | -0.003366 | 0.009526 | -0.026539 | -0.036325 | -0.147122 | -0.00566 | 0.014779 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
14 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
7f4a0f7d-c27b-4ec8-a675-292de667cdd9
|
churn
| 0.113175 | 0 |
no_churn
| 0.07048 | -0.009149 | -0.051238 | -0.051734 | -0.125132 | 0.068665 | 0.047466 | 0.061615 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9e57c6bf-8790-4856-8fae-ebde0051f2e8
|
no_churn
| 0.266251 | 0 |
no_churn
| 0.238836 | -0.002972 | -0.045752 | -0.105542 | 0.059929 | 0.139861 | 0.087084 | 0.09753 |
Female
| 43 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,984,800 |
23 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
42218348-4dfa-43a5-befb-5dd51d9a8622
|
no_churn
| 0.067051 | 0 |
no_churn
| -0.080215 | -0.006051 | -0.038257 | -0.00913 | 0.040705 | -0.056141 | 0.003089 | 0.049473 |
Male
| 52 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,984,800 |
66 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
28b70591-bb9a-4c05-bbbe-79766c8e2225
|
no_churn
| 0.02424 | 0 |
no_churn
| -0.073404 | -0.000185 | -0.002759 | 0.016762 | 0.009984 | -0.172278 | 0.050842 | 0.062012 |
Male
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
24 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
178d2a08-c1f8-47bf-87b4-ec345e2a58b1
|
no_churn
| 0.10421 | 0 |
no_churn
| -0.146645 | -0.006645 | -0.029266 | -0.089255 | 0.061096 | 0.045372 | 0.030529 | 0.057226 |
Female
| 56 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
4fb8a922-77c6-48d2-9afa-10e32739c935
|
no_churn
| 0.072989 | 0 |
no_churn
| -0.194159 | -0.013927 | -0.030077 | -0.01496 | -0.085448 | 0.032369 | 0.026503 | 0.020673 |
Male
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
a4c738fe-01f3-49a1-b91f-3ad0a490eb36
|
no_churn
| 0.003935 | 0 |
no_churn
| -0.144832 | -0.002597 | -0.009506 | 0.004523 | 0.042813 | -0.193111 | 0.043018 | 0.050665 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
43 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
804f10cb-7d0f-42e8-bff9-516dffa6a77e
|
no_churn
| 0.097018 | 0 |
no_churn
| -0.126223 | 0.011643 | -0.01499 | -0.019332 | 0.039799 | 0.082348 | 0.02617 | 0.05656 |
Male
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
65 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5b9dc21d-a5a3-439c-a235-9c03084e573e
|
no_churn
| 0.014108 | 0 |
no_churn
| -0.128552 | -0.046062 | -0.047925 | -0.034451 | 0.051356 | 0.05721 | 0.053889 | 0.059507 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
26 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
9f00858b-8df3-4b3c-8609-cfe1c5b9c258
|
no_churn
| 0.088588 | 0 |
no_churn
| -0.151888 | -0.005544 | -0.111577 | -0.049123 | 0.083313 | 0.030251 | 0.022654 | 0.064554 |
Male
| 42 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
1d3dc0e1-985b-45c7-ab4a-45acc56468c4
|
churn
| 0.558623 | 1 |
churn
| 0.17226 | -0.007192 | -0.050385 | 0.047243 | 0.048837 | 0.126232 | 0.053153 | 0.099158 |
Female
| 75 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,984,800 |
62 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
d39f2c07-44ac-40fa-9e98-08b533e0dc27
|
no_churn
| 0.014566 | 0 |
no_churn
| -0.077025 | -0.003174 | -0.002765 | -0.006073 | -0.053916 | -0.111008 | 0.013094 | 0.021839 |
Male
| 43 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
1865994e-ebab-47ef-b873-ca608bc6bed8
|
no_churn
| 0.008049 | 0 |
no_churn
| -0.253516 | -0.003254 | -0.034421 | -0.042863 | 0.030419 | 0.055747 | -0.052427 | 0.071288 |
Male
| 73 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
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