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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f57cdad4-9d8d-4647-ac8a-c36250c08ba9
|
no_churn
| 0.016996 | 0 |
no_churn
| -0.202101 | -0.010064 | -0.024095 | -0.03321 | 0.027502 | 0.015608 | 0.021474 | 0.031383 |
Male
| 56 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ffd6bde-f497-417e-aaa7-651848652c28
|
churn
| 0.834601 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 64 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,673,244,000 |
1 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d0fc1797-0abe-4251-8e6f-2e65c65e9ff8
|
no_churn
| 0.540308 | 0 |
no_churn
| 0.192319 | 0.022556 | -0.002802 | -0.086548 | -0.036245 | 0.106385 | -0.043964 | -0.037035 |
Male
| 23 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,673,244,000 |
12 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c821a7e7-fafe-4b2a-897e-864397c3a409
|
no_churn
| 0.494606 | 0 |
no_churn
| 0.084354 | 0.000475 | 0.027115 | 0.127318 | 0.081015 | 0.127384 | 0.088231 | 0.125083 |
Female
| 48 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b90d3816-a28e-41b0-82fc-046015bb19db
|
churn
| 0.596248 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 73 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,673,244,000 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c4a13bb6-fc8f-4f22-a301-8799b2379987
|
no_churn
| 0.356223 | 0 |
no_churn
| 0.045733 | -0.002276 | 0.132004 | 0.098211 | 0.102545 | 0.14405 | 0.091055 | 0.044271 |
Female
| 22 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,244,000 |
51 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a703321e-7e24-4ff2-80a7-2eb398d9378c
|
no_churn
| 0.035382 | 0 |
no_churn
| -0.069596 | -0.005393 | 0.026071 | -0.02834 | -0.150461 | 0.039233 | -0.023923 | -0.013284 |
Female
| 34 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,244,000 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
73c5d3af-dd41-4b2a-a241-f0776a2773c6
|
no_churn
| 0.426043 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
33 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
698bc6bc-4a13-4fd2-8fac-78f8007c37e3
|
no_churn
| 0.11783 | 0 |
no_churn
| -0.108957 | -0.005929 | -0.049956 | -0.079534 | 0.021578 | 0.028969 | -0.028539 | -0.046657 |
Male
| 77 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4f955bf3-1e4e-4d8b-9933-66475e6d2007
|
no_churn
| 0.267003 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Male
| 68 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
16 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9e661ac7-a83f-47c0-8c8b-e99ed1b8816d
|
no_churn
| 0.047698 | 0 |
no_churn
| 0.002453 | -0.007591 | -0.016334 | -0.016586 | -0.024134 | -0.131166 | -0.034037 | -0.04163 |
Male
| 54 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,244,000 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
394a0b45-e5e0-409c-b04e-b303abdd5b28
|
no_churn
| 0.263569 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Male
| 30 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,673,244,000 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0c46968b-ca03-4b67-b009-5b0c2dc76cd8
|
churn
| 0.89976 | 1 |
churn
| 0.234158 | -0.004922 | -0.042139 | 0.062038 | 0.126801 | 0.139963 | 0.055458 | 0.088784 |
Female
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
69 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5ac834c6-60e4-4dd0-b730-faf055f33335
|
no_churn
| 0.06904 | 0 |
no_churn
| -0.132048 | -0.004182 | 0.020554 | 0.059785 | -0.06224 | 0.052084 | -0.00591 | -0.020941 |
Male
| 79 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
29 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a0beeee2-f6e4-4431-b9cc-6bdaed5541f0
|
no_churn
| 0.039082 | 0 |
no_churn
| 0.063919 | 0.192646 | 0.090386 | 0.014589 | 0.085263 | 0.136546 | 0.009106 | -0.001482 |
Female
| 33 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
64 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
817b3ec1-cb9a-4a36-95b7-2015e3424e68
|
no_churn
| 0.043727 | 0 |
no_churn
| -0.223043 | -0.004841 | -0.038001 | 0.002604 | -0.00626 | 0.03786 | -0.021565 | -0.01578 |
Male
| 39 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
15 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
71a74b1b-46e5-4290-827f-af2f8a88785c
|
no_churn
| 0.643482 | 0 |
no_churn
| 0.046965 | -0.002901 | 0.054055 | 0.114412 | -0.059515 | 0.092503 | 0.081688 | 0.056626 |
Female
| 29 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,244,000 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b5dedcc-77d7-421d-aaf4-1ab51d601ed0
|
churn
| 0.493992 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 62 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
fae9a695-f369-47c3-8eb8-a28c5a2319b2
|
no_churn
| 0.094552 | 0 |
no_churn
| -0.264017 | -0.002319 | -0.018332 | -0.064339 | 0.01517 | 0.062642 | -0.036577 | 0.058746 |
Female
| 37 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
20 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
4571bc25-2cfd-4e8f-a0fc-813ee3b81351
|
no_churn
| 0.400729 | 0 |
no_churn
| 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 |
Female
| 79 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
2d7dfa79-ff10-48b1-ad60-e38f706de73c
|
no_churn
| 0.750578 | 1 |
churn
| 0.029955 | -0.004419 | 0.035016 | -0.039545 | 0.076129 | 0.07991 | -0.010803 | 0.022638 |
Male
| 46 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,244,000 |
44 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
731815ae-221d-4645-a325-3aff65c715d5
|
no_churn
| 0.022 | 0 |
no_churn
| -0.073553 | -0.005508 | -0.017422 | -0.026387 | -0.011084 | -0.061144 | -0.034108 | -0.039821 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1106a9a0-ea7a-4bc2-820b-00eb60eef66a
|
churn
| 0.091919 | 1 |
churn
| 0.022432 | -0.003252 | 0.001912 | -0.03146 | -0.074836 | 0.066494 | -0.017977 | -0.014836 |
Male
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
52 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ba23ace-f790-4c69-be28-638f206ea92a
|
no_churn
| 0.006482 | 0 |
no_churn
| -0.10045 | -0.003083 | 0.017838 | -0.103231 | 0.032667 | 0.058244 | -0.040948 | -0.065063 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
40 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d19cd516-aa61-457a-9a86-85cf4635e6be
|
no_churn
| 0.622487 | 1 |
churn
| -0.049897 | -0.004229 | 0.116521 | 0.110771 | 0.106433 | 0.14101 | 0.14262 | 0.137745 |
Female
| 32 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
71 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
b31e6091-6a11-4519-b190-53563bb8f82d
|
no_churn
| 0.004856 | 0 |
no_churn
| -0.085679 | -0.00429 | -0.012353 | -0.018846 | -0.041084 | -0.139778 | 0.012107 | 0.020897 |
Male
| 26 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,244,000 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
eef2c9ee-6a70-4651-bc4c-b366b86cf923
|
churn
| 0.69175 | 1 |
churn
| 0.034154 | -0.005511 | 0.154184 | 0.06377 | 0.159198 | 0.087321 | 0.110086 | 0.072772 |
Male
| 64 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,244,000 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f84131d7-ed6f-4293-96a3-efe0f058c631
|
churn
| 0.697126 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 39 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d8291ded-2788-458b-b6ea-756cb20f115c
|
churn
| 0.757179 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 27 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,673,244,000 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7912f884-e269-4439-8272-f4f8d1027097
|
churn
| 0.653132 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c0bb9d48-dff3-4b0e-bc8f-aa56b6bdc467
|
no_churn
| 0.356223 | 0 |
no_churn
| 0.045733 | -0.002276 | 0.132004 | 0.098211 | 0.102545 | 0.14405 | 0.091055 | 0.044271 |
Female
| 44 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,244,000 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
cee0a8ec-de9c-45d6-9eb7-0918bdaaddaa
|
churn
| 0.59831 | 1 |
churn
| 0.006605 | -0.003307 | 0.146481 | 0.119195 | 0.075384 | 0.144175 | 0.113117 | 0.057887 |
Female
| 60 |
Yes
|
Yes
|
Disabled
|
Urban
|
High School or Below
| 1,673,244,000 |
24 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7519c774-3a21-4bc2-bb89-4847a43fcce4
|
no_churn
| 0.242063 | 0 |
no_churn
| 0.030811 | 0.154007 | 0.054922 | 0.116051 | 0.027951 | 0.107795 | -0.008182 | -0.02838 |
Female
| 53 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,244,000 |
54 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
17391d5c-0285-4d91-a324-37c59f45cf39
|
churn
| 0.240337 | 0 |
no_churn
| -0.149718 | -0.003163 | -0.060774 | 0.016659 | -0.046257 | -0.054327 | 0.006594 | 0.041961 |
Female
| 45 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e25b53d-deda-46e7-8a85-99f6a13133d5
|
no_churn
| 0.263569 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Male
| 72 |
No
|
Yes
|
Retired
|
Rural
|
High School or Below
| 1,673,244,000 |
46 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0cc88f11-850f-4da5-a427-ca1decd7f6ca
|
no_churn
| 0.236305 | 0 |
no_churn
| -0.116454 | -0.004308 | 0.065684 | 0.104124 | 0.005069 | 0.062073 | -0.016602 | 0.002221 |
Male
| 41 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
74aacf42-ad1d-4e95-a0fd-9fae0062c60a
|
no_churn
| 0.145862 | 0 |
no_churn
| -0.152994 | -0.003182 | 0.060962 | 0.059378 | 0.035345 | 0.054726 | -0.001357 | -0.010218 |
Male
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a8beea8-82f4-4da4-becb-b85884fb02d7
|
churn
| 0.653132 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 22 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,244,000 |
48 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
4a7c07c0-0808-40f2-9c6c-397864a37a56
|
no_churn
| 0.335144 | 0 |
no_churn
| 0.051888 | -0.002097 | 0.057914 | 0.11399 | 0.09989 | 0.137499 | 0.114922 | 0.060301 |
Male
| 61 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,673,244,000 |
62 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5b38dd70-5b7c-4906-84ff-06e5ff50ec27
|
no_churn
| 0.008597 | 0 |
no_churn
| -0.063108 | -0.00368 | -0.010492 | -0.029893 | -0.022386 | -0.10885 | -0.013491 | -0.017128 |
Male
| 27 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,244,000 |
21 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
139be17c-ae03-431c-9dcd-9bf436cf31bb
|
churn
| 0.659344 | 1 |
churn
| 0.029012 | -0.002356 | 0.11474 | 0.111444 | 0.049257 | 0.120207 | 0.117082 | 0.069809 |
Male
| 30 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
52 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
36b39486-dfff-4ff5-9a2d-2a7849a3e119
|
no_churn
| 0.026741 | 0 |
no_churn
| -0.119149 | -0.000037 | 0.055449 | 0.007078 | 0.063993 | 0.132254 | 0.093567 | 0.117818 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
76f5dc94-1cc2-4733-adda-2a1d1d9a3313
|
churn
| 0.818933 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
02da02f0-43b8-4243-98cd-db88dca3a2db
|
churn
| 0.757179 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 52 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
33 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b7a02edd-60fa-48af-8538-8fca12001bac
|
no_churn
| 0.11783 | 0 |
no_churn
| -0.108957 | -0.005929 | -0.049956 | -0.079534 | 0.021578 | 0.028969 | -0.028539 | -0.046657 |
Female
| 22 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,244,000 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eee51832-7e23-4716-adcd-77d67f7c3259
|
no_churn
| 0.002468 | 0 |
no_churn
| -0.103915 | -0.004774 | -0.054117 | -0.040859 | -0.029173 | 0.035056 | -0.018546 | -0.052699 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
3 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e741676b-aa6f-4954-ab35-8a31a17d651d
|
churn
| 0.78399 | 1 |
churn
| 0.039889 | -0.004661 | -0.064308 | -0.041663 | 0.019882 | 0.103257 | 0.057732 | 0.090735 |
Female
| 64 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,244,000 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d3982367-3940-4703-8599-36a7838dda59
|
churn
| 0.697126 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 70 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,673,244,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
e08a44cd-9fa4-4a6c-8068-03abd4957a87
|
no_churn
| 0.023343 | 0 |
no_churn
| -0.023867 | -0.001683 | 0.078264 | 0.092355 | 0.086899 | -0.018963 | 0.07666 | 0.083998 |
Male
| 55 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,244,000 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
78527851-a643-4ee6-b33b-28170ed844f1
|
no_churn
| 0.677425 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 54 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,244,000 |
48 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5c9f4de0-7bad-4e5a-86ee-eda938a78072
|
no_churn
| 0.335144 | 0 |
no_churn
| 0.051888 | -0.002097 | 0.057914 | 0.11399 | 0.09989 | 0.137499 | 0.114922 | 0.060301 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,244,000 |
20 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
cd94beef-40fc-40d4-82f3-4e047db6793e
|
no_churn
| 0.400729 | 0 |
no_churn
| 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 |
Female
| 61 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
1f69d10b-d5af-4a02-a0d8-128b85bde04c
|
no_churn
| 0.094552 | 0 |
no_churn
| -0.168918 | -0.002493 | -0.004575 | 0.008225 | -0.058956 | -0.101205 | 0.013007 | 0.045888 |
Male
| 76 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1f62f73f-15bc-4fc5-90db-92f8d4023c0e
|
no_churn
| 0.011754 | 0 |
no_churn
| -0.105218 | -0.014443 | -0.058307 | -0.035389 | -0.036635 | 0.03495 | -0.035247 | -0.018737 |
Female
| 62 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,244,000 |
1 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b96ab589-006f-4a5e-848e-ef0bbaffb75c
|
churn
| 0.800569 | 1 |
churn
| 0.259567 | -0.006477 | 0.002146 | -0.043283 | -0.040921 | 0.122598 | -0.036798 | -0.036824 |
Female
| 37 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,244,000 |
58 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
01829400-1385-4213-a2fa-8c27ccb09382
|
no_churn
| 0.251627 | 0 |
no_churn
| 0.012759 | -0.00361 | 0.007315 | 0.037856 | 0.096367 | -0.048448 | 0.083007 | 0.086394 |
Female
| 24 |
Yes
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
c21195aa-8e25-49f3-affa-dab77df22e8c
|
no_churn
| 0.001951 | 0 |
no_churn
| -0.091569 | -0.003876 | -0.001083 | -0.025286 | 0.002409 | -0.110491 | -0.016341 | -0.022789 |
Male
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,244,000 |
56 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
ec75b650-d380-46ac-8835-5712a3e7c44a
|
no_churn
| 0.12891 | 0 |
no_churn
| -0.029341 | -0.001527 | -0.039585 | -0.001742 | 0.095773 | 0.068937 | 0.027183 | 0.071276 |
Male
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,244,000 |
39 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5a4f0b8-92c3-4bbb-b189-4716248ac0cc
|
no_churn
| 0.00814 | 0 |
no_churn
| -0.0596 | -0.015967 | -0.01093 | -0.047173 | -0.10385 | 0.035836 | -0.04176 | -0.023082 |
Female
| 26 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
64 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f6cc8983-4256-4629-9f58-0a4c827f14a2
|
no_churn
| 0.009997 | 0 |
no_churn
| -0.093162 | -0.003427 | -0.007114 | -0.05597 | 0.007544 | 0.049082 | -0.04177 | -0.047543 |
Male
| 50 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
31a352b1-3783-408a-9470-0892c4198e40
|
churn
| 0.329115 | 1 |
churn
| -0.274041 | -0.004653 | 0.014328 | -0.086072 | 0.00962 | 0.033292 | 0.025944 | 0.029223 |
Female
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
40 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
0f244b46-5865-4959-8af6-e43d57e0ec83
|
no_churn
| 0.622487 | 1 |
churn
| -0.049897 | -0.004229 | 0.116521 | 0.110771 | 0.106433 | 0.14101 | 0.14262 | 0.137745 |
Female
| 71 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,673,244,000 |
48 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5871ec02-9659-452a-a440-3575000d588c
|
no_churn
| 0.335144 | 0 |
no_churn
| 0.051888 | -0.002097 | 0.057914 | 0.11399 | 0.09989 | 0.137499 | 0.114922 | 0.060301 |
Male
| 49 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,244,000 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a90e8a63-55c9-47a9-9804-4a9d32bb79c9
|
churn
| 0.59831 | 1 |
churn
| 0.006605 | -0.003307 | 0.146481 | 0.119195 | 0.075384 | 0.144175 | 0.113117 | 0.057887 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
34 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
cb6b21f1-00c7-4a68-9015-651d33af9200
|
no_churn
| 0.015296 | 0 |
no_churn
| -0.07233 | -0.002365 | -0.082602 | -0.032882 | -0.007184 | 0.073396 | 0.058124 | 0.038626 |
Male
| 46 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
8d830fe0-9971-45c7-a9ee-4e5bd2c907ae
|
churn
| 0.139612 | 0 |
no_churn
| -0.119396 | -0.003218 | 0.028854 | 0.037965 | 0.093985 | 0.104997 | 0.009281 | 0.070672 |
Male
| 62 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,673,244,000 |
21 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
80166c02-5184-4c04-a986-91980a5ec1b5
|
no_churn
| 0.342876 | 0 |
no_churn
| 0.016364 | -0.005196 | -0.039881 | 0.012337 | 0.061136 | 0.093194 | 0.026135 | 0.036219 |
Female
| 27 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,244,000 |
45 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
1f931fef-8ff5-4e7e-bbe2-32b017d9b08c
|
no_churn
| 0.157415 | 0 |
no_churn
| -0.095529 | 0.024524 | -0.007756 | -0.045734 | -0.002123 | -0.078272 | 0.009856 | 0.016006 |
Female
| 71 |
No
|
Yes
|
Disabled
|
Urban
|
High School or Below
| 1,673,244,000 |
72 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
cd54437a-927e-4673-a8d4-daeaccc011ac
|
no_churn
| 0.002767 | 0 |
no_churn
| -0.089432 | -0.00396 | -0.010973 | -0.012694 | -0.051336 | -0.131968 | 0.011016 | 0.020318 |
Male
| 69 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,673,244,000 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1fa12a60-24cb-453a-97cc-5aab01747134
|
no_churn
| 0.299099 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 46 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,244,000 |
64 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb1c436c-d021-408c-881c-e0ffef36a181
|
no_churn
| 0.010812 | 0 |
no_churn
| -0.116385 | -0.002416 | 0.038117 | 0.018118 | 0.057522 | 0.071926 | -0.021042 | -0.030199 |
Male
| 29 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
40 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
37f0cc92-8ca7-4a19-9cf0-e7f9e91def77
|
churn
| 0.622487 | 1 |
churn
| -0.049897 | -0.004229 | 0.116521 | 0.110771 | 0.106433 | 0.14101 | 0.14262 | 0.137745 |
Female
| 65 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,244,000 |
16 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2c49acad-e669-453e-a0ee-1c1a4cb7b645
|
no_churn
| 0.047698 | 0 |
no_churn
| 0.070842 | -0.003444 | 0.019099 | 0.007782 | -0.036382 | 0.0913 | -0.022347 | -0.023416 |
Male
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,244,000 |
45 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
edc885ec-4e54-422d-84b0-0d2177532c2d
|
no_churn
| 0.0148 | 0 |
no_churn
| -0.131309 | -0.005648 | -0.077247 | -0.014136 | 0.029473 | 0.040995 | -0.031765 | -0.043674 |
Female
| 69 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
16e0f1d3-a8c3-4de2-b6d4-81a4cf9e929e
|
no_churn
| 0.69175 | 1 |
churn
| 0.034154 | -0.005511 | 0.154184 | 0.06377 | 0.159198 | 0.087321 | 0.110086 | 0.072772 |
Female
| 28 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
9 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43f0f7ff-f96b-41b3-8a00-94538675e7e3
|
churn
| 0.174323 | 1 |
churn
| 0.120252 | -0.010514 | -0.029916 | 0.020591 | 0.025976 | 0.100657 | -0.030683 | -0.042837 |
Female
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
12 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c2ecc5bb-db18-47f4-946d-78d44d0e9f18
|
no_churn
| 0.019544 | 0 |
no_churn
| -0.018661 | -0.007474 | -0.11331 | -0.06385 | -0.014262 | 0.054742 | -0.04073 | -0.057148 |
Male
| 23 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,673,244,000 |
43 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
6ec1aeb1-f5e8-444a-9e22-6cac6f5097ed
|
no_churn
| 0.096625 | 0 |
no_churn
| 0.002011 | -0.00048 | 0.031745 | -0.038988 | 0.088923 | -0.100395 | 0.083718 | 0.07444 |
Male
| 75 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
3215f9ef-7814-4355-b84f-11a301b50318
|
no_churn
| 0.519632 | 0 |
no_churn
| -0.02484 | -0.001374 | 0.061216 | 0.070497 | 0.033173 | 0.098593 | 0.022827 | 0.036739 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,244,000 |
63 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
9696cf0c-9abb-47af-b388-93d63beb9221
|
no_churn
| 0.509473 | 1 |
churn
| -0.161367 | -0.000829 | 0.044884 | 0.067514 | 0.052765 | 0.071686 | 0.120224 | 0.098216 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
71 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
61a8fc0e-ee03-42a6-b3ef-cdbed6d192ff
|
no_churn
| 0.054984 | 0 |
no_churn
| -0.201039 | -0.001914 | 0.01314 | -0.02295 | 0.052093 | 0.056364 | -0.001737 | 0.067016 |
Male
| 44 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,244,000 |
62 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
21649da5-8dd9-48b7-b042-8c542c21624b
|
no_churn
| 0.115781 | 0 |
no_churn
| -0.113692 | -0.001733 | -0.001715 | 0.026866 | 0.071204 | 0.050296 | 0.043222 | 0.087144 |
Male
| 62 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,673,244,000 |
54 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
740f221c-4784-4979-bc3d-46ec22bae9f2
|
churn
| 0.069636 | 0 |
no_churn
| -0.056057 | -0.006662 | 0.035726 | -0.094929 | -0.072408 | 0.049416 | 0.031638 | 0.05425 |
Female
| 44 |
Yes
|
Yes
|
Retired
|
Rural
|
High School or Below
| 1,673,244,000 |
38 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
600b2f36-102d-4b2f-9558-2dbf78c97707
|
no_churn
| 0.015391 | 0 |
no_churn
| -0.023643 | -0.005233 | -0.009765 | -0.066511 | 0.004594 | -0.104509 | -0.026202 | -0.037757 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
637e7bb6-7a23-4766-9a81-3258b4d0d0a2
|
no_churn
| 0.344126 | 0 |
no_churn
| -0.205797 | -0.003283 | 0.047593 | -0.04107 | 0.024136 | 0.013947 | -0.05192 | -0.042633 |
Female
| 58 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,673,244,000 |
27 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
2dfee020-8082-459a-b7e2-0c06c1fbeab0
|
no_churn
| 0.448763 | 0 |
no_churn
| -0.158062 | -0.002392 | -0.062916 | -0.132167 | 0.032737 | 0.042658 | -0.036767 | 0.067882 |
Male
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,244,000 |
54 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
9855717d-514e-4060-b6bb-5234f43ef3ea
|
no_churn
| 0.240337 | 0 |
no_churn
| -0.180079 | -0.006157 | -0.114018 | 0.045413 | -0.032748 | 0.040409 | 0.01895 | 0.049203 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
a0f079b0-ae16-474d-9e3e-edaba5311a80
|
churn
| 0.139612 | 0 |
no_churn
| -0.115424 | -0.001847 | 0.015829 | -0.006427 | 0.033819 | -0.188934 | 0.023341 | 0.046848 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
34 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
e9351795-9315-4279-8de9-3c0b4f9062d7
|
no_churn
| 0.478783 | 0 |
no_churn
| -0.14797 | -0.006163 | -0.070194 | 0.023712 | -0.084504 | 0.043041 | -0.018509 | 0.001561 |
Male
| 49 |
No
|
No
|
Disabled
|
Rural
|
College
| 1,673,244,000 |
52 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
b9b07af8-36c7-44d2-bee3-a300fd942527
|
churn
| 0.026741 | 0 |
no_churn
| -0.094575 | -0.001925 | -0.02193 | -0.05806 | 0.037241 | -0.198665 | 0.038021 | 0.060865 |
Male
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
66 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
084645bf-07a8-43f2-a62c-cc731427dc43
|
no_churn
| 0.201653 | 0 |
no_churn
| -0.049188 | -0.00046 | 0.036632 | -0.034061 | -0.020231 | -0.131902 | 0.018414 | 0.065659 |
Male
| 25 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
52 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
02bf5282-805c-4a78-b727-e9dccc7be6bc
|
no_churn
| 0.006482 | 0 |
no_churn
| -0.10045 | -0.003083 | 0.017838 | -0.103231 | 0.032667 | 0.058244 | -0.040948 | -0.065063 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
48 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
e176348d-686c-42e7-afbe-2090d266538d
|
no_churn
| 0.216314 | 0 |
no_churn
| -0.061382 | -0.004629 | 0.088327 | 0.111351 | -0.018344 | 0.059903 | 0.094487 | 0.046595 |
Female
| 31 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,244,000 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dcea9885-e528-4d6a-b4b2-5e304e24a8f9
|
no_churn
| 0.426043 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 58 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
8041297a-2a77-4463-a032-c23e5992142b
|
no_churn
| 0.011103 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b8b1d3b9-8f51-4087-9956-bf6886b81419
|
churn
| 0.226404 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 76 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,244,000 |
67 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1d75994e-e234-4f79-8344-802f2d26f0d5
|
no_churn
| 0.030434 | 0 |
no_churn
| -0.055981 | -0.001135 | -0.0047 | -0.005376 | -0.032046 | 0.055445 | -0.026898 | -0.038336 |
Female
| 39 |
No
|
Yes
|
Retired
|
Rural
|
High School or Below
| 1,673,244,000 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
76c511d1-a92b-43b8-b3b0-d9ba2c3fdd2c
|
no_churn
| 0.069983 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Male
| 58 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9ae615bc-a422-40c1-b328-6d208167c020
|
no_churn
| 0.263569 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Female
| 20 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,244,000 |
44 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6f780b89-0fb7-498d-a1cc-56b899e4453c
|
no_churn
| 0.022 | 0 |
no_churn
| -0.124762 | -0.009528 | -0.033171 | -0.027445 | -0.021172 | 0.0334 | -0.041032 | -0.025316 |
Male
| 57 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,244,000 |
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