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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cd4b62c9-4d8a-4e01-bdf6-80e93a2d5f09
|
churn
| 0.763978 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 40 |
Yes
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,673,071,200 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f00e277f-2cf3-480b-ab0b-0fd6d52bb00a
|
no_churn
| 0.438003 | 0 |
no_churn
| -0.214579 | -0.00544 | 0.052916 | -0.025932 | 0.016696 | 0.034307 | -0.118173 | 0.011178 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
00a02cfb-bb26-4f8b-ad4f-9113bbc10235
|
no_churn
| 0.592976 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 26 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,673,071,200 |
4 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac10eced-1bd0-4769-bd2b-a343b896083c
|
no_churn
| 0.207677 | 0 |
no_churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Male
| 38 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,673,071,200 |
67 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
a1fd2567-a26b-460a-a8dc-8d44f2bfc966
|
no_churn
| 0.080283 | 0 |
no_churn
| -0.050078 | -0.003224 | -0.00373 | -0.030989 | -0.061502 | -0.116435 | 0.011222 | 0.025709 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f9797932-8b48-4c93-a374-0b244bfffd95
|
no_churn
| 0.002315 | 0 |
no_churn
| -0.076247 | -0.003737 | -0.016402 | -0.015735 | 0.003698 | -0.119689 | -0.016406 | -0.024508 |
Female
| 40 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,673,071,200 |
68 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
a0b1acd1-8c1a-4e5b-8bbf-4314a80a85f0
|
no_churn
| 0.077343 | 0 |
no_churn
| -0.190751 | -0.003848 | -0.039776 | -0.055089 | 0.002143 | 0.04589 | -0.011324 | 0.045062 |
Female
| 30 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,071,200 |
43 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
09727dfe-89a8-48fd-a7ee-a51f540db65b
|
no_churn
| 0.018113 | 0 |
no_churn
| 0.066922 | 0.000748 | 0.04686 | 0.058626 | 0.089202 | 0.058029 | -0.01202 | -0.014325 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97582fb5-fb86-4b1e-8f09-7b67504fdf09
|
churn
| 0.778552 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Female
| 64 |
Yes
|
No
|
Disabled
|
Rural
|
College
| 1,673,071,200 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ed2f5be5-18bd-41b1-94d2-ecf946537f57
|
no_churn
| 0.260858 | 0 |
no_churn
| -0.197263 | -0.002986 | -0.020517 | 0.004523 | -0.02756 | 0.028572 | -0.025538 | -0.028257 |
Female
| 74 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,071,200 |
48 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f2b14bba-0c1a-4469-a989-d6a0d0a4a074
|
no_churn
| 0.059916 | 0 |
no_churn
| -0.090467 | -0.004617 | 0.023901 | -0.182551 | 0.018896 | 0.04044 | -0.021121 | -0.02669 |
Female
| 64 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
41 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d592ffe-8971-49e3-81da-4b03fd0d8571
|
churn
| 0.301176 | 1 |
churn
| 0.114111 | -0.006382 | 0.057952 | 0.182071 | 0.123696 | 0.120677 | 0.007126 | 0.021818 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
283b7dae-e96c-47e6-bd11-d36b507e5df6
|
no_churn
| 0.014449 | 0 |
no_churn
| -0.068666 | -0.003623 | -0.012954 | -0.017303 | 0.003804 | -0.117554 | -0.024736 | -0.027994 |
Male
| 34 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
48 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
ca093224-fca4-4b38-9801-59c47bba0573
|
no_churn
| 0.059916 | 0 |
no_churn
| -0.053286 | -0.003784 | -0.005402 | -0.059317 | 0.009682 | -0.075517 | -0.041092 | -0.040309 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a268ce4-1250-45cb-b657-814169fd176a
|
churn
| 0.655117 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 25 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
32 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
6a9b0277-d228-47c7-a410-5c03ff9c4fbf
|
no_churn
| 0.105358 | 0 |
no_churn
| -0.05727 | -0.001881 | -0.032009 | -0.018887 | 0.020764 | -0.068347 | 0.034948 | 0.053655 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
12 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
899636c6-2317-456c-bfca-ba9f85bc671f
|
churn
| 0.336794 | 1 |
churn
| 0.006125 | -0.004225 | -0.026556 | 0.054522 | -0.126841 | 0.05324 | -0.027931 | -0.052026 |
Male
| 76 |
Yes
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
290ecea7-421c-4684-bcda-622b694f7c7a
|
churn
| 0.874798 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 50 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,071,200 |
41 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b37eedc-9ee9-464d-bec3-44c947b570f0
|
churn
| 0.301176 | 1 |
churn
| 0.114111 | -0.006382 | 0.057952 | 0.182071 | 0.123696 | 0.120677 | 0.007126 | 0.021818 |
Female
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
58 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
ba948380-e454-4c05-b4e5-2f17a2923b6b
|
no_churn
| 0.280318 | 0 |
no_churn
| -0.19987 | -0.005053 | 0.040603 | -0.003833 | 0.040023 | 0.047758 | -0.053528 | 0.068554 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a0e0a049-beb8-47c8-a078-eb4c353597cd
|
no_churn
| 0.014449 | 0 |
no_churn
| -0.106853 | -0.004126 | -0.03533 | -0.008115 | 0.005299 | 0.04977 | -0.036429 | -0.053241 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
24 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
59912063-eabb-49bd-9c91-43a473157d2e
|
churn
| 0.518179 | 1 |
churn
| -0.163295 | -0.007112 | -0.1358 | -0.01381 | 0.028851 | 0.043013 | -0.01566 | 0.034787 |
Male
| 26 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,673,071,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
779c8221-4ed7-4573-8412-ce956dd8406c
|
churn
| 0.695896 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,071,200 |
30 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
b8708554-2e9b-45b3-aaa7-c18049dcde88
|
no_churn
| 0.182429 | 0 |
no_churn
| -0.082936 | -0.003003 | -0.105183 | -0.01228 | -0.022992 | -0.08547 | 0.024178 | 0.038659 |
Female
| 64 |
No
|
No
|
Unemployed
|
Rural
|
Doctor
| 1,673,071,200 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dcda35e7-bc80-4825-9737-fb80d35e2572
|
churn
| 0.642184 | 1 |
churn
| 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 |
Female
| 72 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
e1e8f05a-02de-4763-96a7-688a2adee986
|
no_churn
| 0.034835 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Male
| 69 |
No
|
No
|
Retired
|
Rural
|
High School or Below
| 1,673,071,200 |
43 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
52c25534-f27a-460c-9fee-be3baf9a6641
|
no_churn
| 0.018113 | 0 |
no_churn
| 0.066922 | 0.000748 | 0.04686 | 0.058626 | 0.089202 | 0.058029 | -0.01202 | -0.014325 |
Male
| 67 |
No
|
Yes
|
Retired
|
Suburban
|
Master
| 1,673,071,200 |
69 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
597aaee0-ddfb-4ed7-aa2e-9b4a729b9cbb
|
no_churn
| 0.006214 | 0 |
no_churn
| -0.037957 | -0.003658 | -0.003302 | -0.03475 | -0.004741 | 0.056422 | -0.017961 | -0.013079 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
249f5ffc-45ae-4543-842e-962684810695
|
churn
| 0.85683 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 31 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
126cb8ca-5547-4989-bae2-c77df7795205
|
no_churn
| 0.498625 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,071,200 |
57 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e11d959c-5d06-4058-9777-d416e1556466
|
no_churn
| 0.027736 | 0 |
no_churn
| -0.01446 | -0.003692 | -0.011469 | -0.024975 | 0.020083 | -0.132175 | -0.03745 | -0.064887 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
31 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55d3b119-0db1-4f57-be41-907d87b1083b
|
no_churn
| 0.180859 | 0 |
no_churn
| -0.029674 | -0.00694 | -0.060919 | -0.041459 | 0.01495 | 0.059854 | -0.056678 | -0.068159 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b2d89aad-7594-444b-b65c-8d9032a7c968
|
no_churn
| 0.403769 | 0 |
no_churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Male
| 79 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,673,071,200 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
38411532-981a-435b-b171-6611580d19ac
|
no_churn
| 0.061061 | 0 |
no_churn
| -0.123168 | -0.000732 | 0.005711 | 0.022896 | -0.092724 | 0.033192 | 0.083885 | 0.065247 |
Male
| 74 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,071,200 |
35 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
67469a02-a376-4ae6-84bc-6c5aa3d534b7
|
no_churn
| 0.029255 | 0 |
no_churn
| 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 |
Male
| 55 |
No
|
No
|
Disabled
|
Suburban
|
Doctor
| 1,673,071,200 |
32 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
7d6138e7-7e9b-46b2-af4f-e9afbb2225fa
|
no_churn
| 0.105358 | 0 |
no_churn
| -0.147396 | -0.003228 | -0.06723 | -0.021873 | -0.018871 | 0.053282 | 0.01321 | 0.066124 |
Male
| 72 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,673,071,200 |
69 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3edf03da-29ca-42ee-8f88-9091b351ca3b
|
no_churn
| 0.008922 | 0 |
no_churn
| -0.096823 | -0.003945 | 0.004586 | -0.093799 | 0.016257 | 0.04991 | -0.029595 | -0.068672 |
Male
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
11 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fa9a4737-330f-4202-94a5-d1095a0d8070
|
churn
| 0.241425 | 1 |
churn
| 0.017865 | -0.007259 | -0.118955 | -0.142226 | 0.027698 | 0.059348 | -0.04688 | -0.058617 |
Male
| 55 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
30 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
9392c488-eb63-46e1-8e3a-8a9fc426ea88
|
no_churn
| 0.018584 | 0 |
no_churn
| 0.027393 | -0.001707 | -0.017212 | 0.028046 | 0.081177 | -0.153598 | 0.039459 | 0.067416 |
Male
| 42 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
6778157e-1981-43ee-a2a3-f5a590a06019
|
no_churn
| 0.008049 | 0 |
no_churn
| -0.068448 | -0.001485 | 0.016409 | 0.000685 | 0.109919 | 0.109069 | 0.080199 | 0.090363 |
Female
| 25 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
1f92428e-d584-42e4-bdd9-bcb97ef3a368
|
no_churn
| 0.004429 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Male
| 64 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
51 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
6a7ccb5d-c720-41ec-9647-540c8ae64452
|
no_churn
| 0.07316 | 0 |
no_churn
| -0.180825 | -0.008465 | -0.016127 | -0.033485 | -0.11492 | 0.044757 | 0.021905 | 0.038134 |
Male
| 68 |
No
|
No
|
Medical Leave
|
Rural
|
College
| 1,673,157,600 |
27 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
93edb5ba-1192-42de-a8a0-65a09327c03f
|
no_churn
| 0.117668 | 0 |
no_churn
| -0.053556 | -0.00148 | 0.050023 | -0.029229 | -0.099693 | 0.103439 | 0.116849 | 0.05162 |
Male
| 70 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
36 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
3ec6ec5b-8f95-4bb1-bf29-66cfaeddf4b7
|
no_churn
| 0.111505 | 0 |
no_churn
| -0.080317 | -0.00174 | -0.015454 | -0.045337 | -0.032266 | -0.012115 | 0.043914 | 0.044288 |
Female
| 79 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
6 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
e1e1a65d-956d-44d6-a8bd-83e04e9cd883
|
no_churn
| 0.262312 | 0 |
no_churn
| -0.037579 | 0.037322 | 0.006117 | -0.067409 | -0.035323 | 0.098911 | 0.073782 | 0.025153 |
Female
| 69 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
68 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
147fe6ab-1066-4cdd-99f0-4c19c1074d66
|
no_churn
| 0.015996 | 0 |
no_churn
| -0.069337 | -0.002784 | -0.017449 | 0.031694 | 0.087042 | 0.091566 | 0.019509 | 0.085399 |
Female
| 53 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
61 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d4ba5944-0ef6-458f-b299-15f72269ddc0
|
no_churn
| 0.009274 | 0 |
no_churn
| -0.062889 | 0.094902 | 0.053201 | 0.025535 | -0.022874 | 0.125618 | 0.16481 | 0.062671 |
Male
| 80 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
68 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
628deee9-b7af-4b0d-ac4d-ca28e8f56ba9
|
no_churn
| 0.009439 | 0 |
no_churn
| -0.092501 | -0.010796 | 0.005808 | 0.010336 | 0.041078 | -0.130421 | 0.035162 | 0.042308 |
Female
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
48 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f4221e9d-aa16-45fa-81dd-f0086fc2e989
|
no_churn
| 0.144715 | 0 |
no_churn
| -0.11605 | -0.003224 | 0.022307 | -0.040537 | -0.113071 | 0.081187 | 0.101941 | 0.060087 |
Female
| 60 |
Yes
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,673,157,600 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
b88ad684-788a-4b09-8719-e80bb2b97937
|
no_churn
| 0.071397 | 0 |
no_churn
| -0.008017 | -0.001233 | 0.051939 | -0.001622 | 0.124401 | 0.103715 | 0.061534 | 0.024733 |
Female
| 79 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
39 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
70450a26-e708-4d79-a4da-3a643cbc2fb7
|
no_churn
| 0.212989 | 0 |
no_churn
| 0.00086 | 0.102135 | 0.060575 | -0.031857 | 0.036398 | 0.116586 | 0.099437 | 0.05684 |
Female
| 54 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
61 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
a119de3b-1135-4501-a832-6361c030e35a
|
no_churn
| 0.01015 | 0 |
no_churn
| -0.064354 | -0.003903 | -0.003557 | -0.061273 | -0.044035 | -0.13027 | 0.029235 | 0.01913 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
68 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
524f25b5-7a68-465f-b474-88173e322fa7
|
no_churn
| 0.021253 | 0 |
no_churn
| -0.124727 | 0.000508 | 0.000906 | -0.017521 | 0.068215 | 0.065351 | 0.092478 | 0.113764 |
Female
| 31 |
No
|
Yes
|
Retired
|
Urban
|
Master
| 1,673,157,600 |
10 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
d809c09e-0ed8-49eb-8687-dc73e5439659
|
no_churn
| 0.103764 | 0 |
no_churn
| 0.061645 | 0.000266 | 0.076464 | 0.003772 | -0.036335 | -0.068581 | 0.124153 | 0.089591 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
b6bb0b39-8b95-4dff-a8a0-a3a06e353d24
|
no_churn
| 0.014703 | 0 |
no_churn
| -0.162315 | -0.010736 | -0.020655 | -0.018775 | -0.097291 | 0.043258 | 0.012439 | 0.04005 |
Male
| 28 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
72 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
8df26df8-38e9-4e08-a947-9b1edfbb3a9e
|
churn
| 0.012206 | 0 |
no_churn
| -0.138375 | -0.001606 | -0.040539 | 0.007046 | 0.086668 | 0.09836 | 0.0586 | 0.09182 |
Male
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
62 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d0ed9396-97c4-4d83-9c27-81379a93a55a
|
churn
| 0.023759 | 0 |
no_churn
| -0.129379 | -0.002402 | -0.010593 | 0.029679 | 0.109603 | 0.077456 | 0.071506 | 0.063359 |
Male
| 25 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,157,600 |
25 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94802645-4dbb-435f-97d2-96f2dad00d3d
|
no_churn
| 0.142786 | 0 |
no_churn
| 0.000212 | -0.0067 | 0.038294 | -0.014749 | -0.089558 | 0.002328 | -0.029247 | -0.020106 |
Male
| 80 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
68 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
85b9a759-1a2c-4f05-84c3-52ac9012467b
|
no_churn
| 0.027504 | 0 |
no_churn
| -0.091 | -0.003805 | -0.040862 | -0.008899 | 0.011403 | 0.054608 | -0.034726 | -0.055746 |
Female
| 80 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc22775e-1474-4d3b-9d78-49a23f4ed1bc
|
no_churn
| 0.431589 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
47 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f2b517eb-f719-450a-9886-5b1ee96e0736
|
no_churn
| 0.051103 | 0 |
no_churn
| -0.000102 | 0.000889 | 0.075949 | -0.013475 | 0.094574 | 0.102064 | -0.022622 | -0.006437 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
63 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
fb6f4c59-9fd7-4f05-b8f2-ae9ad7baede6
|
no_churn
| 0.016962 | 0 |
no_churn
| -0.099529 | 0.00359 | -0.000602 | -0.021804 | 0.002852 | -0.07666 | -0.035347 | -0.041526 |
Male
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b0cdbc1-4d99-49f8-aa95-fcf6dadcbb15
|
no_churn
| 0.190021 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 67 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
39 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
479fa16b-794d-4094-a9d2-9c76d7f1cd5b
|
no_churn
| 0.03658 | 0 |
no_churn
| -0.025776 | -0.006111 | 0.005512 | -0.021944 | 0.013887 | -0.173339 | -0.020661 | -0.030596 |
Male
| 73 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
63 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e382ccfd-4ad9-49b0-bd18-2fb6cf87461b
|
no_churn
| 0.021343 | 0 |
no_churn
| -0.110208 | -0.004584 | 0.008242 | -0.100167 | 0.016107 | 0.043761 | -0.023599 | -0.053459 |
Female
| 44 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
52 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
edb63d1a-143b-4772-bb16-f5840c99e5c3
|
no_churn
| 0.198313 | 0 |
no_churn
| -0.151924 | 0.01619 | 0.002454 | -0.03662 | -0.068587 | 0.040006 | -0.035913 | -0.024633 |
Male
| 58 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d15e7b55-7054-4df4-a536-29727c2f4611
|
no_churn
| 0.140175 | 0 |
no_churn
| -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 |
Male
| 63 |
No
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,673,157,600 |
40 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ea7e7540-2bde-4c2a-b1b2-8e93e19742ae
|
no_churn
| 0.070924 | 0 |
no_churn
| -0.069987 | -0.01732 | 0.055433 | 0.035341 | 0.072128 | 0.092588 | -0.033075 | -0.018467 |
Female
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
40 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
29b5e1a9-1187-4cc8-be3a-cadd99f15472
|
no_churn
| 0.028345 | 0 |
no_churn
| 0.072737 | 0.163578 | 0.072698 | 0.02252 | -0.105096 | 0.088232 | -0.019348 | -0.023347 |
Male
| 57 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,673,157,600 |
67 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
54fd4fcd-0386-4363-9fcb-144c31d02f87
|
no_churn
| 0.04278 | 0 |
no_churn
| -0.139164 | -0.061532 | -0.016807 | 0.012024 | -0.018184 | 0.062571 | -0.007411 | -0.010523 |
Male
| 70 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,157,600 |
26 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88b6c00f-ad41-4d62-9479-227075d1d6f8
|
no_churn
| 0.108283 | 0 |
no_churn
| -0.008511 | 0.082948 | 0.01138 | 0.01251 | 0.038494 | 0.099831 | -0.001879 | 0.0062 |
Female
| 56 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,673,157,600 |
15 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
536716fa-a4da-4156-949a-296e56b3e70d
|
churn
| 0.26396 | 1 |
churn
| -0.018085 | -0.009585 | 0.0165 | -0.15732 | -0.05275 | 0.033012 | -0.038621 | -0.034178 |
Male
| 28 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
18 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
791fda18-9eb1-477a-8c71-daaeb25615a7
|
no_churn
| 0.051957 | 0 |
no_churn
| -0.028171 | 0.071224 | 0.022268 | 0.032393 | 0.014708 | -0.080323 | -0.027346 | -0.035779 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2274bf71-bcbc-4e63-914b-57d2a94e4bfc
|
no_churn
| 0.351587 | 0 |
no_churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Female
| 45 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
45 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91c34676-1711-47bc-ae69-b6324e30328f
|
no_churn
| 0.057089 | 0 |
no_churn
| -0.129184 | -0.017828 | -0.023226 | -0.027385 | -0.032526 | 0.025765 | -0.02065 | -0.013992 |
Male
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
29 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de2f5bdf-b99b-4312-a1c1-aa44ae02843b
|
no_churn
| 0.123713 | 0 |
no_churn
| 0.048845 | 0.127788 | 0.05979 | 0.052453 | 0.009645 | 0.106976 | -0.000508 | -0.011571 |
Male
| 75 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
58 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f78c607-76a9-4597-9d50-5ae2319d87b4
|
no_churn
| 0.020978 | 0 |
no_churn
| -0.115179 | -0.006763 | -0.033846 | -0.027742 | -0.021381 | 0.028963 | -0.021742 | -0.031337 |
Male
| 39 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
35 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b8ef7bc1-9bfb-48a0-804e-0dda44ed0cc6
|
no_churn
| 0.126642 | 0 |
no_churn
| -0.0554 | 0.116976 | 0.039945 | 0.046103 | 0.044592 | 0.098452 | 0.004932 | 0.005374 |
Male
| 45 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
42 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
60f37c00-e4ad-4eed-8041-924663de52a1
|
no_churn
| 0.349428 | 0 |
no_churn
| -0.04866 | -0.002443 | -0.082773 | -0.014727 | 0.051685 | 0.081662 | 0.075584 | 0.050645 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d9697382-e9d4-4fc0-9e0d-cef190dc425d
|
no_churn
| 0.275667 | 0 |
no_churn
| -0.140468 | -0.014779 | -0.014592 | -0.049518 | -0.143652 | 0.038397 | 0.054567 | 0.033746 |
Male
| 28 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
1a55dd89-94fc-404c-ae88-a84c9ea8c646
|
no_churn
| 0.016097 | 0 |
no_churn
| -0.136293 | -0.002254 | 0.005525 | 0.000384 | 0.023249 | -0.229037 | 0.026686 | 0.042714 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
9bfe08ce-42e2-41cf-b626-334e3ac9183e
|
no_churn
| 0.01869 | 0 |
no_churn
| -0.131381 | -0.002439 | -0.019872 | -0.033232 | 0.026877 | -0.174947 | 0.029955 | 0.046014 |
Female
| 39 |
Yes
|
No
|
Disabled
|
Suburban
|
Doctor
| 1,673,157,600 |
21 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
0bcb8a8f-93a2-4c40-ae96-86fc0c57e91d
|
no_churn
| 0.267868 | 0 |
no_churn
| -0.066995 | -0.010261 | -0.021529 | -0.032636 | -0.076974 | -0.066864 | 0.02157 | 0.034664 |
Female
| 20 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
1f078f75-a879-413c-9553-5eb0fbc4ed6c
|
no_churn
| 0.008456 | 0 |
no_churn
| -0.183022 | -0.010726 | -0.025211 | -0.011968 | -0.075997 | 0.032004 | 0.010591 | 0.036769 |
Male
| 48 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
7a36e308-674f-46ce-99e9-82caa5cb4cbd
|
no_churn
| 0.006673 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
52 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
1b2cffeb-5540-4dbc-92c6-feac39242398
|
no_churn
| 0.248687 | 0 |
no_churn
| -0.004048 | 0.000198 | -0.001949 | 0.038201 | 0.038323 | -0.154084 | 0.082811 | 0.09052 |
Female
| 70 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
684be309-1cec-4182-9f6d-4987e704a0e6
|
no_churn
| 0.007083 | 0 |
no_churn
| -0.131381 | -0.002439 | -0.019872 | -0.033232 | 0.026877 | -0.174947 | 0.029955 | 0.046014 |
Female
| 49 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,673,157,600 |
25 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
43ebc301-0ba3-4a3a-9471-3f7b73807453
|
no_churn
| 0.043565 | 0 |
no_churn
| -0.019173 | -0.004547 | -0.085154 | -0.056403 | 0.101379 | 0.065295 | 0.05428 | 0.099631 |
Male
| 64 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
17 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
2494321f-affd-416f-8441-6fb924c1ea37
|
no_churn
| 0.362328 | 0 |
no_churn
| 0.074923 | -0.002834 | 0.031733 | -0.008364 | 0.119234 | 0.122235 | 0.099015 | 0.078365 |
Male
| 71 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
71a51151-0a89-4689-871d-cc6822387c98
|
no_churn
| 0.010938 | 0 |
no_churn
| -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
8728205a-fa88-4412-a2b5-c82ab0514235
|
no_churn
| 0.027132 | 0 |
no_churn
| -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 |
Male
| 23 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
28 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
b9242cfe-5069-43f2-aacc-c6e05c39c463
|
no_churn
| 0.548482 | 1 |
churn
| 0.004382 | -0.004158 | 0.058403 | 0.114145 | -0.129474 | 0.078644 | 0.03381 | 0.061722 |
Female
| 37 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
ccff4797-c26e-47d7-b2cd-454fb3b3978c
|
churn
| 0.373826 | 1 |
churn
| -0.205797 | -0.003283 | 0.047593 | -0.04107 | 0.024136 | 0.013947 | -0.05192 | -0.042633 |
Male
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3374fad1-a1fc-4e22-9fa5-3142a5e0a11f
|
no_churn
| 0.019659 | 0 |
no_churn
| -0.112031 | -0.003134 | 0.026636 | 0.029978 | -0.145272 | 0.057905 | 0.052685 | 0.045707 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
64 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
3ed50088-6413-42b0-864f-636dfbb44dd7
|
no_churn
| 0.206658 | 0 |
no_churn
| -0.201426 | -0.002251 | 0.030326 | -0.094426 | 0.010943 | -0.057007 | 0.006252 | 0.038563 |
Female
| 76 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,673,157,600 |
64 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
2830f9bb-774f-4e58-b209-7cf91f650f7c
|
no_churn
| 0.316152 | 0 |
no_churn
| -0.246542 | -0.004415 | -0.022205 | 0.000902 | -0.040273 | 0.02537 | 0.031593 | 0.01321 |
Female
| 60 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
68 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
bd33c49c-18ef-41d3-99df-85d38f49a954
|
churn
| 0.179154 | 1 |
churn
| -0.205186 | -0.003534 | 0.041095 | -0.00076 | 0.029023 | 0.055446 | -0.040504 | 0.065061 |
Female
| 50 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
8f5bc7e3-987c-40e9-8b0d-13c270bf1d2f
|
no_churn
| 0.179631 | 0 |
no_churn
| 0.008542 | -0.002426 | 0.114629 | 0.030584 | 0.124694 | 0.132386 | 0.129509 | 0.09539 |
Female
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
49 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d9b9d05f-3152-4460-9a50-25fcd0980973
|
churn
| 0.163628 | 1 |
churn
| -0.028462 | -0.004213 | 0.105578 | 0.111782 | -0.100373 | 0.06098 | 0.128513 | 0.058336 |
Female
| 26 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
878afd61-0afb-427b-aaba-c77a432d6ce3
|
churn
| 0.716957 | 1 |
churn
| -0.021082 | -0.005235 | 0.071368 | -0.02966 | 0.061634 | 0.097383 | 0.067936 | 0.075128 |
Male
| 74 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
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