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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
b5f52a58-c02b-4c8f-aae7-a2638f60d35d
|
no_churn
| 0.275667 | 0 |
no_churn
| -0.140468 | -0.014779 | -0.014592 | -0.049518 | -0.143652 | 0.038397 | 0.054567 | 0.033746 |
Female
| 22 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
565313c7-0590-4878-b8d9-b9d90ded82e8
|
no_churn
| 0.027132 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Female
| 36 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,157,600 |
34 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a5a02eed-b3e5-4933-9e8d-16bd4afda688
|
no_churn
| 0.312368 | 0 |
no_churn
| -0.217283 | -0.002571 | 0.028095 | -0.106337 | 0.003996 | 0.048035 | -0.010642 | -0.01232 |
Female
| 57 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,157,600 |
11 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
abbd4799-7ab2-4560-81d4-0bb935d7b6eb
|
churn
| 0.464857 | 1 |
churn
| -0.013226 | -0.003983 | -0.042523 | 0.028115 | -0.169354 | 0.054016 | -0.035588 | -0.053983 |
Male
| 55 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
62 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
e56813e3-20ec-4f2b-a55d-36b1829555c3
|
no_churn
| 0.023759 | 0 |
no_churn
| -0.125598 | -0.002725 | -0.015125 | -0.014743 | 0.038922 | -0.196546 | 0.034248 | 0.04254 |
Female
| 51 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
72be183b-2f45-45bc-9819-2bf9911794e9
|
no_churn
| 0.073594 | 0 |
no_churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Female
| 33 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,673,157,600 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
02d8af2b-f20f-4b34-8551-0a5e3498e90f
|
churn
| 0.946893 | 1 |
churn
| 0.28411 | -0.004907 | 0.070539 | 0.064627 | 0.080494 | 0.157836 | 0.036574 | 0.041702 |
Male
| 55 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,157,600 |
5 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c79feaa-7627-4d74-8ea1-3caac614de5a
|
churn
| 0.488895 | 1 |
churn
| 0.12293 | -0.011953 | 0.037941 | -0.036081 | -0.111749 | 0.079813 | -0.023867 | -0.011107 |
Male
| 56 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
68 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
541ec1be-5ae2-4dcc-be09-de1b9d063e0c
|
no_churn
| 0.027504 | 0 |
no_churn
| -0.067221 | -0.00439 | -0.029335 | -0.0239 | 0.004524 | -0.094466 | -0.023709 | -0.03053 |
Female
| 68 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
52 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c9f53d0-390d-40de-a9f6-965d91425331
|
no_churn
| 0.198313 | 0 |
no_churn
| -0.151924 | 0.01619 | 0.002454 | -0.03662 | -0.068587 | 0.040006 | -0.035913 | -0.024633 |
Female
| 55 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,673,157,600 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
74d7c651-228f-4a5a-af9e-ac994d6b7dd3
|
no_churn
| 0.140175 | 0 |
no_churn
| -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 |
Female
| 59 |
Yes
|
No
|
Disabled
|
Urban
|
College
| 1,673,157,600 |
25 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e94c0221-300e-4a27-91e1-8c0993b523a2
|
no_churn
| 0.043565 | 0 |
no_churn
| -0.019173 | -0.004547 | -0.085154 | -0.056403 | 0.101379 | 0.065295 | 0.05428 | 0.099631 |
Female
| 71 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,157,600 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
3223d6c5-4da0-4143-8088-50b3bf921b4e
|
churn
| 0.787327 | 1 |
churn
| 0.131184 | -0.001309 | 0.006039 | 0.146076 | 0.118367 | 0.110936 | 0.0696 | 0.075535 |
Male
| 44 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
22 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac76469a-0f96-4435-b653-102e1db341b6
|
churn
| 0.189132 | 1 |
churn
| 0.025882 | -0.01426 | -0.081511 | -0.063341 | -0.008644 | 0.053532 | -0.027788 | -0.022228 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
48 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
dab5ef1a-9abb-4c2b-b731-8bd23a3c09bd
|
no_churn
| 0.144715 | 0 |
no_churn
| -0.11605 | -0.003224 | 0.022307 | -0.040537 | -0.113071 | 0.081187 | 0.101941 | 0.060087 |
Male
| 65 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
14 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
0be194c7-097a-4f12-b8f7-ca945b2ca183
|
no_churn
| 0.031055 | 0 |
no_churn
| -0.033097 | -0.007224 | -0.02891 | -0.034587 | 0.003293 | -0.090044 | -0.036796 | -0.041661 |
Female
| 29 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,673,157,600 |
7 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3635a0ee-0790-4f80-9494-f2144622c436
|
no_churn
| 0.246251 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 59 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5f757ee5-989a-402e-b8e6-eca57dbf3055
|
churn
| 0.217767 | 1 |
churn
| 0.072442 | -0.01467 | -0.037415 | -0.07052 | 0.060746 | 0.090977 | -0.00698 | 0.004717 |
Female
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
3 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
6edb2fd3-daf2-4591-95d4-af603b015352
|
churn
| 0.906281 | 1 |
churn
| 0.120885 | -0.003796 | 0.060935 | -0.01352 | 0.046936 | 0.134247 | 0.053621 | 0.080833 |
Male
| 36 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,157,600 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
c1e42a9a-3c74-427f-8b8d-a2969ce1fb19
|
no_churn
| 0.092906 | 0 |
no_churn
| 0.004802 | -0.001593 | 0.066338 | 0.078243 | 0.047396 | -0.062868 | 0.000679 | -0.002689 |
Male
| 43 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
9 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9da74a86-cca1-44d5-8495-5649d06bec23
|
no_churn
| 0.253465 | 0 |
no_churn
| -0.040596 | 0.008226 | 0.003021 | -0.05998 | -0.14675 | 0.047634 | -0.033406 | -0.047176 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
486e4617-dc88-4f0e-b2e2-ddb296bb88d6
|
no_churn
| 0.272407 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 34 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
9f505cf0-0081-4b80-8d90-d8b9aa8986fd
|
no_churn
| 0.004429 | 0 |
no_churn
| -0.214204 | 0.000043 | -0.018506 | -0.017619 | 0.04571 | 0.093497 | 0.052367 | 0.097019 |
Male
| 60 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,244,000 |
43 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
c4c05a04-b122-4a63-bb03-dbd09fe1b31e
|
no_churn
| 0.136161 | 0 |
no_churn
| -0.029283 | -0.01095 | 0.012517 | -0.127813 | -0.043298 | 0.095766 | 0.050938 | 0.068097 |
Male
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
8ad6228e-7196-4450-8386-407c59181307
|
no_churn
| 0.016996 | 0 |
no_churn
| -0.202101 | -0.010064 | -0.024095 | -0.03321 | 0.027502 | 0.015608 | 0.021474 | 0.031383 |
Female
| 27 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
8fcc8232-a88e-42b3-a9c7-993ed7809757
|
no_churn
| 0.3337 | 0 |
no_churn
| 0.084055 | -0.018009 | -0.093511 | -0.050612 | -0.137988 | 0.088638 | -0.049451 | 0.021183 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
42 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
d420743b-085d-4026-a921-10885ce30130
|
no_churn
| 0.118821 | 0 |
no_churn
| -0.049839 | -0.000161 | 0.059261 | 0.052211 | 0.09934 | 0.02001 | 0.12645 | 0.083701 |
Male
| 51 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,244,000 |
36 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
5f5f968a-83e3-49bb-b84f-66ce1eb2f967
|
no_churn
| 0.019652 | 0 |
no_churn
| -0.156417 | 0.060037 | 0.020048 | -0.022316 | 0.058864 | 0.057999 | -0.03337 | -0.025014 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
71 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
b5436d99-68ad-477d-994d-792bc3097108
|
no_churn
| 0.004856 | 0 |
no_churn
| -0.085679 | -0.00429 | -0.012353 | -0.018846 | -0.041084 | -0.139778 | 0.012107 | 0.020897 |
Male
| 79 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
54 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
6c2c2f66-652f-487f-a874-2ec80bcc42db
|
no_churn
| 0.016344 | 0 |
no_churn
| -0.128472 | -0.014444 | -0.003075 | -0.027348 | -0.114892 | 0.030679 | 0.025624 | 0.041462 |
Male
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
7 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c3995f5e-a6a6-4146-b66a-32c1e8744804
|
no_churn
| 0.022524 | 0 |
no_churn
| -0.066154 | 0.04311 | 0.010507 | -0.052625 | -0.058862 | 0.094565 | 0.075677 | 0.051923 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
68 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
51c6440c-895b-4fc4-a3c8-b16fa965bd5a
|
no_churn
| 0.09002 | 0 |
no_churn
| -0.03724 | -0.001186 | 0.042764 | -0.070133 | 0.047872 | -0.144693 | 0.049726 | 0.077753 |
Female
| 21 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,244,000 |
34 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
57253773-52ac-499a-bd1a-11f85f8b2b21
|
no_churn
| 0.015296 | 0 |
no_churn
| -0.07233 | -0.002365 | -0.082602 | -0.032882 | -0.007184 | 0.073396 | 0.058124 | 0.038626 |
Male
| 60 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,244,000 |
70 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
d52c8bcd-4ebd-4633-bc5b-ba7685932268
|
no_churn
| 0.019287 | 0 |
no_churn
| -0.106883 | -0.001794 | -0.021409 | -0.009062 | 0.032283 | -0.176798 | 0.013142 | 0.044761 |
Male
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
4fb29e33-0eb6-4a21-8b03-e0345efcbf2b
|
no_churn
| 0.006984 | 0 |
no_churn
| -0.087342 | 0.012202 | -0.001287 | -0.011712 | -0.0486 | -0.188458 | 0.031874 | 0.024298 |
Male
| 49 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
56 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d46de474-41a7-4291-a121-e40497771a5c
|
no_churn
| 0.12891 | 0 |
no_churn
| -0.029341 | -0.001527 | -0.039585 | -0.001742 | 0.095773 | 0.068937 | 0.027183 | 0.071276 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
32 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f8c9aa42-8f13-49e6-a5ad-fe620f5414d6
|
no_churn
| 0.089394 | 0 |
no_churn
| -0.001003 | 0.000758 | -0.015829 | 0.001447 | 0.028903 | 0.108622 | 0.144119 | 0.064458 |
Male
| 61 |
No
|
Yes
|
Disabled
|
Rural
|
High School or Below
| 1,673,244,000 |
17 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
eef6050f-20b9-4360-b3b5-389e9f15f42e
|
no_churn
| 0.182259 | 0 |
no_churn
| 0.004821 | 0.040949 | -0.048579 | 0.011968 | 0.050659 | 0.096903 | -0.010931 | 0.009352 |
Male
| 58 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
71 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f685d9aa-a32d-4278-a1e6-71dbea1b1c32
|
no_churn
| 0.022854 | 0 |
no_churn
| -0.102362 | -0.00155 | -0.015736 | -0.043891 | -0.060063 | 0.051256 | 0.001504 | -0.031518 |
Female
| 74 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
1835ec5c-1aae-41e5-aa5e-860d990392d8
|
no_churn
| 0.012489 | 0 |
no_churn
| 0.038246 | -0.006578 | -0.00435 | -0.037091 | -0.006927 | 0.088499 | 0.110351 | 0.054419 |
Female
| 37 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
0 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
cfc15734-623d-46bd-bafe-afaafd82a397
|
no_churn
| 0.024674 | 0 |
no_churn
| 0.094808 | 0.047345 | 0.010178 | -0.03275 | -0.008212 | -0.279219 | -0.013738 | -0.017439 |
Male
| 53 |
Yes
|
No
|
Retired
|
Suburban
|
Doctor
| 1,673,244,000 |
9 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e2030e4f-1c21-4c64-b5e3-3aa9c86b2c38
|
churn
| 0.174323 | 1 |
churn
| 0.120252 | -0.010514 | -0.029916 | 0.020591 | 0.025976 | 0.100657 | -0.030683 | -0.042837 |
Male
| 32 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,244,000 |
23 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1f3362ca-df78-4b51-b356-538023cbf95d
|
no_churn
| 0.128976 | 0 |
no_churn
| -0.116808 | -0.007133 | -0.034213 | -0.042855 | -0.028061 | 0.041407 | -0.023745 | -0.019283 |
Female
| 69 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
34 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
152666bf-6c5f-4d61-8a34-d55b53bfb96a
|
churn
| 0.054056 | 1 |
churn
| -0.071343 | -0.008494 | 0.009519 | -0.040579 | -0.07109 | 0.025032 | -0.042415 | -0.020426 |
Male
| 48 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
29 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
197ed311-786a-439f-ab99-9c6dab89b707
|
no_churn
| 0.039082 | 0 |
no_churn
| 0.063919 | 0.192646 | 0.090386 | 0.014589 | 0.085263 | 0.136546 | 0.009106 | -0.001482 |
Male
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
835d12e7-aafb-45b0-8d72-daba93b21047
|
no_churn
| 0.174058 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 39 |
No
|
Yes
|
Disabled
|
Rural
|
High School or Below
| 1,673,244,000 |
22 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
be5be9b7-430b-4597-9416-889d07e5a608
|
churn
| 0.207408 | 1 |
churn
| -0.044529 | -0.008502 | -0.02955 | -0.035377 | -0.050242 | 0.050337 | -0.037508 | -0.069905 |
Male
| 50 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,244,000 |
61 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
51847077-35a7-4563-826b-72bc3bb86eaf
|
no_churn
| 0.009095 | 0 |
no_churn
| -0.062176 | -0.003618 | -0.01178 | -0.025559 | 0.002704 | -0.116643 | -0.02592 | -0.026034 |
Female
| 26 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
9 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
282e4c6f-295a-494d-bd76-c0fd0c0a7fb5
|
no_churn
| 0.170321 | 0 |
no_churn
| 0.142272 | -0.008507 | 0.01509 | 0.082266 | 0.007903 | 0.092885 | -0.018822 | 0.007694 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b108c85-543d-4ef1-9435-d62f48dc932a
|
no_churn
| 0.005546 | 0 |
no_churn
| -0.105038 | -0.006346 | -0.034191 | -0.032599 | -0.06161 | 0.033616 | -0.017203 | -0.025656 |
Female
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fbf8eb3f-ad4f-4b10-ac1f-17b25ce77199
|
no_churn
| 0.005511 | 0 |
no_churn
| -0.10492 | -0.004708 | -0.052885 | -0.04342 | -0.029613 | 0.034541 | -0.018638 | -0.049383 |
Female
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
67 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
2aa1c1a2-c2fa-4d2a-94df-30abc92a6b9b
|
no_churn
| 0.030434 | 0 |
no_churn
| -0.069084 | -0.00252 | -0.016933 | -0.011895 | 0.003951 | -0.087174 | -0.040553 | -0.044818 |
Female
| 42 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,244,000 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5761e62a-ffef-4685-ae76-04fa45c8ab6b
|
no_churn
| 0.443983 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 41 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,244,000 |
3 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed2b57a3-5cd3-4cf1-a830-b8dbf2d1975b
|
no_churn
| 0.413849 | 0 |
no_churn
| 0.15019 | -0.008804 | 0.0728 | -0.141395 | 0.069701 | 0.102203 | -0.040676 | -0.049772 |
Female
| 64 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,244,000 |
15 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83b92dd2-cff1-416e-b36a-340044be2083
|
churn
| 0.393705 | 1 |
churn
| 0.166007 | -0.010052 | 0.080176 | -0.056205 | 0.082931 | 0.122025 | -0.029709 | -0.045743 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
44 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3898c4ab-c475-46d6-af05-af3b56d5eb64
|
no_churn
| 0.096664 | 0 |
no_churn
| -0.104632 | -0.006344 | -0.003881 | -0.005622 | 0.033503 | 0.011488 | -0.021572 | -0.031967 |
Male
| 27 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
f5454dc8-1cab-4cb1-9cff-93e8e802bc04
|
no_churn
| 0.070068 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Male
| 79 |
No
|
Yes
|
Disabled
|
Rural
|
Doctor
| 1,673,244,000 |
20 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
b621d548-d6ba-4622-99f7-2db33544f47f
|
no_churn
| 0.400729 | 0 |
no_churn
| 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 |
Female
| 53 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
43 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
37ef3a28-6a78-42cb-a958-0f22c5174d4b
|
no_churn
| 0.096625 | 0 |
no_churn
| -0.12259 | -0.002476 | 0.027473 | -0.058418 | 0.021246 | 0.072906 | 0.064798 | 0.028035 |
Male
| 26 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,673,244,000 |
41 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
cb87c880-3b2f-492a-9a25-821e02bc58af
|
no_churn
| 0.059513 | 0 |
no_churn
| -0.061475 | -0.001956 | -0.017909 | -0.018548 | 0.047089 | -0.0935 | 0.013363 | 0.053909 |
Female
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
54 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
8d0971d2-edbc-4931-a44f-506d99383137
|
no_churn
| 0.069636 | 0 |
no_churn
| -0.049149 | -0.001623 | 0.014617 | -0.028087 | -0.139872 | -0.029547 | 0.027226 | 0.056741 |
Female
| 68 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,244,000 |
66 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
150d85ff-1c19-45a5-ab96-6cb5ccd2fe41
|
no_churn
| 0.201653 | 0 |
no_churn
| -0.073748 | -0.000237 | 0.035422 | 0.033054 | 0.079895 | 0.093629 | 0.046376 | 0.061087 |
Female
| 34 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,673,244,000 |
70 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d1ae726a-f264-4262-8491-a80a17748acf
|
churn
| 0.128913 | 1 |
churn
| -0.072775 | 0.001658 | 0.032605 | 0.01504 | 0.094817 | 0.106328 | 0.123592 | 0.103042 |
Female
| 34 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
54 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
0e884fdb-e358-411e-878d-0385c85f5d24
|
no_churn
| 0.194994 | 0 |
no_churn
| -0.066176 | -0.002109 | 0.021146 | -0.072872 | -0.070536 | -0.054604 | 0.012525 | 0.043599 |
Female
| 36 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
43 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
70901530-2bcf-40e8-9e21-6c1e3e0b4571
|
churn
| 0.38943 | 1 |
churn
| -0.076085 | -0.002739 | -0.025661 | -0.020364 | 0.03922 | 0.076033 | 0.072393 | 0.068176 |
Female
| 75 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,673,244,000 |
8 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
07590023-9a0d-4fae-86d5-273a0ee164b5
|
no_churn
| 0.748911 | 0 |
no_churn
| -0.049999 | -0.008846 | 0.028421 | -0.128072 | -0.073503 | 0.050895 | 0.029307 | 0.04596 |
Female
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
70434989-035a-482a-8e44-850dbf537de5
|
churn
| 0.139612 | 0 |
no_churn
| -0.115424 | -0.001847 | 0.015829 | -0.006427 | 0.033819 | -0.188934 | 0.023341 | 0.046848 |
Female
| 51 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
6cd91d06-1c72-4f1d-869a-a6aa8ce0252a
|
no_churn
| 0.011842 | 0 |
no_churn
| -0.206349 | -0.001829 | 0.011517 | -0.022532 | 0.050899 | 0.058072 | -0.003576 | 0.064771 |
Female
| 27 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,244,000 |
3 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e54f2b12-3b1b-4a82-8aa1-24957ca0e681
|
churn
| 0.78399 | 1 |
churn
| 0.039889 | -0.004661 | -0.064308 | -0.041663 | 0.019882 | 0.103257 | 0.057732 | 0.090735 |
Male
| 44 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
35 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
397fff25-5636-444a-aa37-bc1e997fb2af
|
no_churn
| 0.187001 | 0 |
no_churn
| -0.23913 | -0.004317 | 0.044419 | -0.063019 | 0.008353 | 0.059634 | 0.03214 | 0.035726 |
Female
| 62 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
21 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
70b8d4c9-6c91-48e5-99bf-1f81f5ed2a05
|
no_churn
| 0.342876 | 0 |
no_churn
| 0.016364 | -0.005196 | -0.039881 | 0.012337 | 0.061136 | 0.093194 | 0.026135 | 0.036219 |
Female
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,244,000 |
34 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
f875de87-eb87-4d53-9ae0-f44ab91c15a4
|
no_churn
| 0.478783 | 0 |
no_churn
| -0.14797 | -0.006163 | -0.070194 | 0.023712 | -0.084504 | 0.043041 | -0.018509 | 0.001561 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
da35178d-d598-48e8-8a44-d3df6d39198b
|
no_churn
| 0.015853 | 0 |
no_churn
| -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 |
Male
| 26 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f98ae223-179e-42f6-af65-e522a6a02572
|
no_churn
| 0.01794 | 0 |
no_churn
| -0.089585 | -0.001925 | 0.099771 | 0.041187 | 0.057441 | 0.129126 | 0.13011 | 0.111111 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
15 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
0b086421-f69e-441f-a397-51935102d490
|
no_churn
| 0.643482 | 0 |
no_churn
| 0.046965 | -0.002901 | 0.054055 | 0.114412 | -0.059515 | 0.092503 | 0.081688 | 0.056626 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
e53a4dd0-3a45-416e-be42-c526b9717696
|
no_churn
| 0.344126 | 0 |
no_churn
| -0.205797 | -0.003283 | 0.047593 | -0.04107 | 0.024136 | 0.013947 | -0.05192 | -0.042633 |
Female
| 78 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,673,244,000 |
54 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
cc234d49-3879-42da-8b99-a39d31bd94b4
|
no_churn
| 0.240337 | 0 |
no_churn
| -0.180079 | -0.006157 | -0.114018 | 0.045413 | -0.032748 | 0.040409 | 0.01895 | 0.049203 |
Male
| 38 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,673,244,000 |
49 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
ef20fa77-852e-4b48-aeb3-1420c82687cb
|
churn
| 0.264656 | 1 |
churn
| -0.028462 | -0.004213 | 0.105578 | 0.111782 | -0.100373 | 0.06098 | 0.128513 | 0.058336 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,244,000 |
48 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
03013bb0-d965-47d4-84b1-2c15111e3d06
|
no_churn
| 0.216314 | 0 |
no_churn
| -0.061382 | -0.004629 | 0.088327 | 0.111351 | -0.018344 | 0.059903 | 0.094487 | 0.046595 |
Female
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
48 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
961d7372-cd66-4597-90e5-ced93ead2dcc
|
no_churn
| 0.335144 | 0 |
no_churn
| 0.051888 | -0.002097 | 0.057914 | 0.11399 | 0.09989 | 0.137499 | 0.114922 | 0.060301 |
Female
| 49 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,244,000 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9321f9dc-6b62-4dfc-8ec0-cee3c1f2d658
|
churn
| 0.329115 | 1 |
churn
| -0.274041 | -0.004653 | 0.014328 | -0.086072 | 0.00962 | 0.033292 | 0.025944 | 0.029223 |
Male
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
72 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
9af9ef43-49f8-4b70-8a67-53782b951a88
|
no_churn
| 0.010956 | 0 |
no_churn
| -0.136769 | -0.002499 | -0.045964 | 0.004664 | 0.008422 | -0.115854 | 0.021332 | 0.031382 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
2c31d7bc-10ba-4f60-a657-36b90851ee26
|
no_churn
| 0.087591 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
644a68fc-ed24-4ef7-8122-b0566f430ab4
|
no_churn
| 0.009866 | 0 |
no_churn
| -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 |
Female
| 67 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
f82fef49-bf15-4b4a-8992-b511d4d7653a
|
no_churn
| 0.143246 | 0 |
no_churn
| -0.0814 | -0.00207 | 0.065529 | 0.10283 | 0.022543 | -0.037394 | 0.079165 | 0.059808 |
Male
| 59 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,673,244,000 |
21 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
1b234ede-74ce-4391-b9e8-b5cdc7af33df
|
churn
| 0.659344 | 1 |
churn
| 0.029012 | -0.002356 | 0.11474 | 0.111444 | 0.049257 | 0.120207 | 0.117082 | 0.069809 |
Male
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
926dc209-f69b-470e-93e3-93e16e97f39b
|
no_churn
| 0.011103 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Female
| 28 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,244,000 |
43 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9613524d-7c4d-4baf-b29d-407b8d2bea4f
|
no_churn
| 0.061644 | 0 |
no_churn
| -0.066236 | -0.00549 | -0.028101 | 0.009577 | -0.062424 | 0.036608 | -0.037594 | -0.044818 |
Female
| 80 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,673,244,000 |
46 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
478d5b95-8dd2-4fba-8752-3571da819fac
|
no_churn
| 0.236305 | 0 |
no_churn
| -0.116454 | -0.004308 | 0.065684 | 0.104124 | 0.005069 | 0.062073 | -0.016602 | 0.002221 |
Female
| 38 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,673,244,000 |
69 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c479cb0c-5f0f-483c-91c1-493fdfe4b1ea
|
no_churn
| 0.06904 | 0 |
no_churn
| -0.083264 | -0.002597 | 0.012902 | 0.040043 | -0.02443 | -0.130028 | -0.027091 | -0.01956 |
Female
| 55 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
b24805bc-2efd-4e64-83db-02368c2a696e
|
churn
| 0.143629 | 1 |
churn
| -0.046617 | -0.004441 | -0.109911 | -0.007198 | 0.064851 | 0.074793 | 0.00343 | 0.045246 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,244,000 |
45 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
d7b53cc1-0c6a-4f6a-9703-30fba2e326db
|
no_churn
| 0.157415 | 0 |
no_churn
| -0.095529 | 0.024524 | -0.007756 | -0.045734 | -0.002123 | -0.078272 | 0.009856 | 0.016006 |
Male
| 50 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
72 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
f3eaafc9-d14f-492c-9e7d-4f62713eca11
|
no_churn
| 0.002767 | 0 |
no_churn
| -0.100308 | -0.006274 | -0.025101 | -0.023168 | -0.109362 | 0.034555 | -0.013614 | 0.014247 |
Male
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
9 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
84dfb0a3-f7f4-44a0-be01-a68960f9b02e
|
churn
| 0.599821 | 1 |
churn
| -0.023097 | 0.027894 | -0.058967 | -0.111367 | -0.027121 | 0.075286 | -0.037271 | 0.035617 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
26 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
a13b3055-a022-467f-a6ad-3e436e7fda47
|
no_churn
| 0.24574 | 0 |
no_churn
| -0.176324 | 0.014881 | -0.011636 | -0.02592 | -0.106137 | 0.077049 | 0.016596 | 0.002464 |
Female
| 43 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
b41ecadc-8b7a-4c91-994a-38160c6befd3
|
churn
| 0.68058 | 0 |
no_churn
| 0.117378 | -0.015989 | -0.105141 | -0.066631 | -0.185649 | 0.063304 | -0.038947 | -0.021518 |
Female
| 64 |
No
|
Yes
|
Retired
|
Rural
|
Bachelor
| 1,673,244,000 |
17 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
455cbe5f-77ba-435f-922c-3595da045b66
|
no_churn
| 0.262286 | 0 |
no_churn
| 0.172792 | -0.004214 | 0.052199 | 0.060285 | 0.150936 | 0.138472 | 0.07891 | 0.039926 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
2 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
5bf05882-8650-4db0-a423-b047830846db
|
no_churn
| 0.396383 | 0 |
no_churn
| 0.260501 | 0.130281 | 0.035012 | -0.034549 | -0.023817 | 0.146345 | 0.035402 | 0.018466 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
62 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
132dd9f2-bdcb-423d-bb99-633ec69dbe48
|
no_churn
| 0.005044 | 0 |
no_churn
| -0.088325 | -0.005003 | -0.053513 | -0.036642 | -0.022391 | 0.036262 | -0.023194 | -0.04622 |
Male
| 35 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,244,000 |
52 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34111036-a02b-45cc-a04f-1d0d71d53770
|
no_churn
| 0.006482 | 0 |
no_churn
| -0.10045 | -0.003083 | 0.017838 | -0.103231 | 0.032667 | 0.058244 | -0.040948 | -0.065063 |
Male
| 74 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,244,000 |
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