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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
37477b78-c5f5-45dc-bec8-c1966c91a1b5
|
no_churn
| 0.358264 | 0 |
no_churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 29 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38ce21e5-7d1a-4e5d-a7d5-0a5c1487305e
|
churn
| 0.897968 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4591c2ef-201b-4937-8be9-5c6582058c98
|
churn
| 0.877077 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Female
| 38 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
39 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a6affb21-39db-4846-abf3-8436a624fd3e
|
no_churn
| 0.631806 | 1 |
churn
| -0.043028 | -0.00334 | 0.105865 | 0.096616 | 0.088291 | 0.13118 | 0.141937 | 0.128454 |
Female
| 29 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
39 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
86767463-1af7-45f5-960f-04df3cb7913f
|
no_churn
| 0.091717 | 0 |
no_churn
| 0.147173 | 0.202104 | 0.09339 | 0.017372 | 0.043359 | 0.145594 | 0.017142 | 0.016506 |
Male
| 26 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
3 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
056515e6-cbda-4fdf-8144-56e20343f2a3
|
no_churn
| 0.411194 | 0 |
no_churn
| 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 |
Male
| 69 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,552,800 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a523c1cc-7803-47f5-baa7-962517098efc
|
no_churn
| 0.036366 | 0 |
no_churn
| 0.18097 | 0.004528 | 0.059156 | 0.089948 | 0.135656 | 0.12415 | -0.005297 | 0.020947 |
Female
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c40f0b7f-5329-4f4a-b4b9-f69feaedb6c2
|
no_churn
| 0.026201 | 0 |
no_churn
| -0.065417 | -0.005162 | -0.025089 | -0.028537 | -0.029959 | -0.071002 | -0.020804 | -0.023057 |
Female
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a332c69d-7413-4e57-b26b-e500b2a4dba3
|
no_churn
| 0.818933 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
b934363d-c0e8-4dac-91f6-42e62d657592
|
churn
| 0.725415 | 1 |
churn
| 0.189805 | -0.000809 | 0.03177 | 0.078657 | 0.145199 | 0.12189 | 0.096839 | 0.067623 |
Female
| 54 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47148e31-a8fe-4d6d-8045-e3baea146ff1
|
churn
| 0.618137 | 1 |
churn
| 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 |
Female
| 20 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
59 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
76a0b6e9-60cd-4552-9585-6979bfd4e00e
|
no_churn
| 0.102015 | 0 |
no_churn
| -0.022963 | -0.004003 | 0.029829 | 0.097783 | 0.124904 | 0.092099 | 0.140355 | 0.11897 |
Female
| 53 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
71 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
db0a071b-4616-4c3d-851e-e229b70ea161
|
no_churn
| 0.006746 | 0 |
no_churn
| -0.201039 | -0.001914 | 0.01314 | -0.02295 | 0.052093 | 0.056364 | -0.001737 | 0.067016 |
Male
| 64 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
26878812-7082-4651-83ba-2c4e681dc5c1
|
churn
| 0.639638 | 1 |
churn
| 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 |
Male
| 32 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
45ea7bc5-50ac-4b7d-b6f3-935c25bcdac0
|
churn
| 0.212335 | 1 |
churn
| -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 |
Female
| 47 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
61 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
7af76284-fad2-4338-a762-a20a109849da
|
no_churn
| 0.070195 | 0 |
no_churn
| -0.046531 | -0.003285 | -0.011063 | 0.037195 | 0.105357 | 0.089676 | 0.062335 | 0.08729 |
Female
| 62 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,552,800 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ddd00e16-1e58-400f-ba9e-28b459702382
|
churn
| 0.725415 | 1 |
churn
| 0.189805 | -0.000809 | 0.03177 | 0.078657 | 0.145199 | 0.12189 | 0.096839 | 0.067623 |
Male
| 23 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,552,800 |
2 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2a563758-2da4-4030-9824-3f4d2b461dda
|
no_churn
| 0.239718 | 0 |
no_churn
| 0.178469 | -0.009748 | -0.027646 | -0.082014 | -0.076634 | 0.098722 | -0.047539 | -0.040964 |
Female
| 62 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,552,800 |
16 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c05203c1-40d7-4011-ac8d-38ff55954043
|
no_churn
| 0.127725 | 0 |
no_churn
| 0.038047 | -0.015142 | -0.086817 | -0.078046 | -0.048962 | 0.07454 | -0.046398 | -0.054831 |
Female
| 34 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
6 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
529d613d-9ca0-46b7-821e-4c1d6b0d5786
|
churn
| 0.655549 | 1 |
churn
| -0.005435 | -0.026041 | -0.0292 | -0.040343 | -0.136688 | 0.096079 | 0.083107 | 0.029496 |
Male
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94a499b7-947e-466e-92d4-1c58d77a98f9
|
no_churn
| 0.009999 | 0 |
no_churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a844889-d127-4943-805d-1bb20cdfd0fd
|
churn
| 0.625544 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Female
| 25 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
18 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d73eee9-4d30-4651-9227-f54f47280d3a
|
no_churn
| 0.275002 | 0 |
no_churn
| -0.172568 | -0.007962 | -0.067256 | 0.032385 | -0.002002 | 0.049254 | -0.034661 | -0.066216 |
Male
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,552,800 |
26 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
afa1411f-1a61-4ef9-8a1a-8061adfa07ed
|
no_churn
| 0.075606 | 0 |
no_churn
| 0.108659 | -0.004688 | 0.1166 | 0.069698 | 0.077034 | 0.100063 | -0.010907 | 0.014515 |
Male
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
39 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
b78e8594-bc7d-4721-b265-bef2982d8721
|
churn
| 0.631806 | 1 |
churn
| -0.043028 | -0.00334 | 0.105865 | 0.096616 | 0.088291 | 0.13118 | 0.141937 | 0.128454 |
Female
| 30 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
311739ca-9469-4371-a2de-db464d2c7686
|
no_churn
| 0.036366 | 0 |
no_churn
| 0.18097 | 0.004528 | 0.059156 | 0.089948 | 0.135656 | 0.12415 | -0.005297 | 0.020947 |
Female
| 41 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,552,800 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1fbcb1d5-bf05-496c-a2e9-358e72c881fa
|
churn
| 0.48248 | 1 |
churn
| 0.003688 | -0.003332 | -0.038435 | 0.124405 | 0.014193 | 0.037841 | 0.00146 | 0.001235 |
Male
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,552,800 |
12 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
81c98d4f-f869-4c50-96f7-4575c884df52
|
no_churn
| 0.011459 | 0 |
no_churn
| -0.023062 | -0.005951 | -0.01145 | -0.049322 | 0.00943 | -0.11399 | -0.031883 | -0.042798 |
Male
| 67 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,552,800 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a27a0a22-a170-4063-a370-0d8355296bf9
|
no_churn
| 0.267077 | 0 |
no_churn
| -0.274041 | -0.004653 | 0.014328 | -0.086072 | 0.00962 | 0.033292 | 0.025944 | 0.029223 |
Female
| 73 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
13 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
9e9f5f7b-e798-41d4-9111-b3903bbc62d5
|
churn
| 0.377116 | 1 |
churn
| 0.058012 | 0.056576 | 0.034026 | -0.138695 | -0.126735 | 0.082572 | 0.039667 | 0.05555 |
Male
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e02140fb-0488-4827-bd75-f0f462718399
|
no_churn
| 0.026201 | 0 |
no_churn
| -0.105218 | -0.014443 | -0.058307 | -0.035389 | -0.036635 | 0.03495 | -0.035247 | -0.018737 |
Female
| 25 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,552,800 |
69 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
31c691ed-a783-4438-abc2-1529aed2dc6e
|
no_churn
| 0.115039 | 0 |
no_churn
| -0.111023 | -0.002832 | 0.081276 | 0.036253 | 0.059807 | 0.096361 | 0.003177 | 0.050931 |
Male
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
de72ba24-fd04-42c6-8125-4d02dce0aa3e
|
churn
| 0.212335 | 1 |
churn
| -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 |
Male
| 32 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
66 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c98f9ed5-5402-429b-9607-180e7cd7d0f2
|
no_churn
| 0.033025 | 0 |
no_churn
| -0.074221 | -0.003858 | 0.03905 | 0.066419 | -0.112151 | 0.057007 | 0.001935 | -0.007492 |
Male
| 45 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,552,800 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
a9887993-bad2-47dd-abef-352a67d85007
|
churn
| 0.567346 | 1 |
churn
| -0.036718 | -0.007275 | -0.036108 | -0.0814 | -0.108552 | 0.055128 | -0.05868 | 0.043626 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,552,800 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33d606cd-f652-47da-8415-dce23ccb1d8b
|
no_churn
| 0.332077 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Male
| 48 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
3 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ddfb65fd-2df7-474a-b2dd-2a943ac99bea
|
churn
| 0.630672 | 1 |
churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Female
| 69 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
11c6f71c-87ac-425b-916f-c539c241b738
|
no_churn
| 0.005631 | 0 |
no_churn
| -0.168964 | -0.002125 | -0.004878 | 0.012818 | -0.095707 | 0.05025 | 0.079838 | 0.053075 |
Male
| 77 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
db5e3b9a-a266-4910-8fc0-90c982c38725
|
no_churn
| 0.001951 | 0 |
no_churn
| -0.091569 | -0.003876 | -0.001083 | -0.025286 | 0.002409 | -0.110491 | -0.016341 | -0.022789 |
Male
| 30 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
16 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
453c3a6e-a407-427b-bbbe-53ea940fcb25
|
no_churn
| 0.019833 | 0 |
no_churn
| 0.070842 | -0.003444 | 0.019099 | 0.007782 | -0.036382 | 0.0913 | -0.022347 | -0.023416 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
8d90f58f-93d2-45f7-8492-237ef00f0014
|
no_churn
| 0.004996 | 0 |
no_churn
| -0.055655 | -0.00276 | -0.045234 | -0.016044 | -0.022404 | -0.102954 | -0.011994 | -0.011982 |
Female
| 28 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e8581eb-f376-4e5c-83d8-1b3baf358934
|
churn
| 0.295641 | 1 |
churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Male
| 22 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a7955e4-34ca-43b4-a471-0dcb8ab71c2e
|
no_churn
| 0.001794 | 0 |
no_churn
| -0.048424 | -0.001008 | 0.019101 | -0.005099 | 0.027143 | 0.066873 | -0.006601 | -0.011013 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
339efba2-aa0f-4931-b638-2bfc12726f1f
|
no_churn
| 0.23008 | 0 |
no_churn
| 0.127494 | -0.008182 | 0.000709 | -0.063779 | 0.036799 | 0.088141 | -0.031509 | -0.005999 |
Female
| 28 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,552,800 |
3 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a57596d7-f7ed-4fc0-a691-6168154f2156
|
no_churn
| 0.475922 | 0 |
no_churn
| 0.174616 | -0.004579 | 0.105053 | -0.005715 | 0.064953 | 0.138487 | 0.080464 | 0.103339 |
Male
| 49 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
a2014772-f1a0-4086-8d0c-6e929a1eb0b5
|
no_churn
| 0.014462 | 0 |
no_churn
| -0.17145 | -0.023268 | -0.010501 | -0.030332 | -0.084229 | 0.041813 | 0.00927 | 0.029669 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a07bcb59-2e6a-4802-8df8-895288f5d70b
|
churn
| 0.299386 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 42 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,552,800 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
366664f5-841f-4de6-8735-0fac75ea4732
|
no_churn
| 0.358264 | 0 |
no_churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 46 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,552,800 |
62 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d1923e0f-28e7-4e84-a875-6ad990a7946b
|
no_churn
| 0.034137 | 0 |
no_churn
| -0.303627 | -0.003345 | -0.040759 | -0.032945 | 0.012391 | 0.033912 | 0.030163 | 0.035185 |
Male
| 54 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
852dd684-f5d8-499f-b3a4-1bb869be9606
|
churn
| 0.299386 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 42 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,552,800 |
3 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
023949f8-5f3b-41aa-858d-5111d223e4f1
|
churn
| 0.865616 | 1 |
churn
| 0.174616 | -0.004579 | 0.105053 | -0.005715 | 0.064953 | 0.138487 | 0.080464 | 0.103339 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9c07576c-4fdb-4cb9-8c1e-513e86a74722
|
churn
| 0.299386 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 49 |
Yes
|
No
|
Disabled
|
Rural
|
College
| 1,672,552,800 |
6 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
ebd4e2e5-f41c-49db-9d88-0a01e56eb72b
|
churn
| 0.655549 | 1 |
churn
| -0.005435 | -0.026041 | -0.0292 | -0.040343 | -0.136688 | 0.096079 | 0.083107 | 0.029496 |
Female
| 55 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,552,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
817ec3fd-b8ed-4117-a776-68fedd2386ea
|
no_churn
| 0.359835 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 64 |
Yes
|
Yes
|
Disabled
|
Rural
|
Bachelor
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
08f9d23b-58b7-43c3-89ed-102efde607e3
|
no_churn
| 0.004504 | 0 |
no_churn
| -0.10492 | -0.004708 | -0.052885 | -0.04342 | -0.029613 | 0.034541 | -0.018638 | -0.049383 |
Male
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
53 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e197e55c-5b46-4845-88c5-a506a9cda64b
|
churn
| 0.03814 | 1 |
churn
| -0.042303 | -0.003595 | -0.01246 | -0.059975 | 0.021805 | -0.093517 | -0.027923 | -0.042058 |
Female
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
72 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
093a7d71-c2a3-4523-8d36-96080bd16fb7
|
no_churn
| 0.016738 | 0 |
no_churn
| -0.138012 | -0.002964 | -0.003072 | 0.002712 | 0.035231 | -0.180153 | 0.036712 | 0.040518 |
Female
| 56 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,552,800 |
17 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
8867179b-017d-4908-8c46-ca3b8e49a9c6
|
churn
| 0.214475 | 1 |
churn
| -0.046228 | -0.008552 | -0.116385 | -0.023792 | 0.054161 | 0.061365 | -0.048653 | -0.000942 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
56 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a880b144-bc11-4b6c-b16b-afe32d7e0002
|
no_churn
| 0.015285 | 0 |
no_churn
| -0.105368 | -0.007091 | -0.018851 | -0.049978 | -0.034434 | 0.023124 | -0.024035 | -0.032393 |
Female
| 34 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
6 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
269d3276-3188-40ab-b112-bd35f004add8
|
churn
| 0.655549 | 1 |
churn
| -0.005435 | -0.026041 | -0.0292 | -0.040343 | -0.136688 | 0.096079 | 0.083107 | 0.029496 |
Male
| 21 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
53 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ba09c391-1343-4e59-a104-702228d766c1
|
churn
| 0.205725 | 1 |
churn
| 0.008262 | -0.0027 | -0.066419 | 0.052694 | 0.135719 | 0.090516 | 0.062036 | 0.090866 |
Male
| 56 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
39 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
ed83cf63-15bc-45b7-921c-9d8d33f64b8d
|
no_churn
| 0.13177 | 0 |
no_churn
| 0.067632 | 0.111981 | 0.062225 | 0.03624 | 0.068207 | 0.164521 | 0.091814 | 0.038355 |
Female
| 25 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,552,800 |
62 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
6a6c452e-3545-4e91-869c-1b5e7afb3ace
|
churn
| 0.439698 | 1 |
churn
| -0.020587 | -0.003523 | -0.010088 | 0.070961 | 0.127936 | 0.084626 | 0.103047 | 0.098601 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,552,800 |
71 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
62b378ab-d912-4c0e-ab2a-241573ff38fe
|
churn
| 0.00426 | 0 |
no_churn
| -0.160391 | 0.000109 | 0.037395 | -0.014807 | 0.031332 | 0.117723 | 0.127899 | 0.123049 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
15 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
3069b3a5-cd99-442f-8410-c741b823cf50
|
no_churn
| 0.197761 | 0 |
no_churn
| 0.024638 | 0.016326 | -0.023394 | -0.028889 | -0.033117 | -0.150958 | 0.044361 | 0.052006 |
Male
| 66 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
4 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
e7ce1ed9-2c91-4fd7-92da-aa325531b52c
|
no_churn
| 0.706525 | 0 |
no_churn
| 0.128517 | -0.006961 | -0.029922 | 0.08185 | -0.079478 | 0.071536 | 0.01153 | -0.016097 |
Female
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,552,800 |
62 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
304fa5c5-8430-4a4f-9d36-a1671430761c
|
no_churn
| 0.034137 | 0 |
no_churn
| -0.303627 | -0.003345 | -0.040759 | -0.032945 | 0.012391 | 0.033912 | 0.030163 | 0.035185 |
Male
| 35 |
No
|
No
|
Retired
|
Urban
|
College
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
0df9ac5f-4bf1-4795-ab37-12a1e314b925
|
no_churn
| 0.071005 | 0 |
no_churn
| -0.136788 | -0.003518 | 0.006473 | 0.024337 | -0.017904 | -0.101008 | -0.014411 | -0.026207 |
Male
| 36 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
1 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38e69f27-a264-4582-819b-b0dd43b847f4
|
no_churn
| 0.298525 | 0 |
no_churn
| 0.185379 | -0.011123 | -0.036618 | -0.106532 | -0.075056 | 0.091473 | -0.050013 | -0.038532 |
Female
| 28 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
62b445c9-646b-43c9-b538-2f437fcf1746
|
no_churn
| 0.097224 | 0 |
no_churn
| 0.038862 | -0.001702 | 0.142708 | 0.131208 | 0.099998 | 0.132958 | 0.022846 | 0.026532 |
Male
| 71 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,672,552,800 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ec07114e-6257-474b-8cd1-9103f82adfb0
|
no_churn
| 0.009999 | 0 |
no_churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 69 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
5ba6f9a0-1e69-4c36-b520-7210350586cb
|
no_churn
| 0.036213 | 0 |
no_churn
| -0.089585 | -0.001925 | 0.099771 | 0.041187 | 0.057441 | 0.129126 | 0.13011 | 0.111111 |
Female
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
44 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
1b81935f-f9ea-44f1-85b8-a88e123f8e89
|
no_churn
| 0.452613 | 0 |
no_churn
| -0.117524 | -0.013926 | 0.00464 | -0.056924 | -0.04695 | 0.045941 | -0.033295 | 0.028345 |
Female
| 69 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
2 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c3d7e107-64e4-4d2b-9191-193e532b4098
|
no_churn
| 0.500518 | 0 |
no_churn
| 0.145774 | 0.035093 | 0.0052 | -0.139515 | -0.021924 | 0.098504 | -0.026447 | -0.045224 |
Female
| 21 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,552,800 |
42 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
80c9dc74-6219-449d-8632-db2ab05c5969
|
churn
| 0.622487 | 1 |
churn
| 0.029575 | -0.001379 | 0.093665 | 0.06109 | 0.036407 | 0.125477 | 0.058406 | 0.029233 |
Female
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
58 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
355baad1-eb59-4564-8351-e560e5e11aaf
|
churn
| 0.014449 | 0 |
no_churn
| -0.046768 | -0.003818 | -0.01367 | -0.015958 | 0.018005 | -0.105423 | -0.034892 | -0.066501 |
Female
| 23 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,552,800 |
65 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
2bfe02cf-0d6d-4468-a4d3-2577a9b85c99
|
no_churn
| 0.100084 | 0 |
no_churn
| -0.080944 | -0.001739 | -0.000459 | -0.036853 | 0.01331 | -0.239377 | 0.040142 | 0.046895 |
Male
| 47 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
baa20934-0e16-4d8a-9de1-d3d9b1017642
|
no_churn
| 0.036213 | 0 |
no_churn
| -0.089585 | -0.001925 | 0.099771 | 0.041187 | 0.057441 | 0.129126 | 0.13011 | 0.111111 |
Male
| 71 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,552,800 |
58 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0f3fb1a1-c33f-4a16-9d07-2ec9ce4a0568
|
churn
| 0.014449 | 0 |
no_churn
| -0.103404 | -0.005815 | -0.060948 | -0.013339 | 0.030876 | 0.043452 | -0.040238 | -0.05961 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
17 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
2e75f515-9cc8-4f11-bf75-bbb5b8c15a71
|
churn
| 0.214475 | 1 |
churn
| -0.046228 | -0.008552 | -0.116385 | -0.023792 | 0.054161 | 0.061365 | -0.048653 | -0.000942 |
Female
| 64 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,552,800 |
71 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e8b23e4-a20c-4e60-9647-cbb9724975ea
|
no_churn
| 0.025693 | 0 |
no_churn
| -0.219782 | -0.004668 | -0.028862 | 0.009074 | -0.003563 | 0.044165 | -0.018714 | -0.032676 |
Male
| 58 |
No
|
No
|
Disabled
|
Rural
|
High School or Below
| 1,672,552,800 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a761c41-af88-4747-962b-1c13778594cb
|
no_churn
| 0.378783 | 0 |
no_churn
| 0.115631 | -0.003265 | 0.077652 | 0.160745 | 0.04713 | 0.1505 | -0.02603 | 0.003542 |
Male
| 37 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
15 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
92986139-8d90-4614-ad06-291cba9ce74e
|
no_churn
| 0.197761 | 0 |
no_churn
| 0.024638 | 0.016326 | -0.023394 | -0.028889 | -0.033117 | -0.150958 | 0.044361 | 0.052006 |
Male
| 64 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,552,800 |
58 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
9fb413a7-0f76-4ade-a1ac-a2ee157cab83
|
no_churn
| 0.013357 | 0 |
no_churn
| -0.056384 | -0.004117 | -0.010391 | -0.030006 | 0.009719 | -0.094276 | -0.033853 | -0.049717 |
Male
| 28 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,552,800 |
26 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e336928-e234-40b2-bb8b-b20500fca46e
|
no_churn
| 0.064572 | 0 |
no_churn
| -0.188443 | 0.041466 | 0.007736 | -0.117379 | -0.019855 | 0.051317 | -0.015215 | -0.028654 |
Male
| 70 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,552,800 |
17 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e47ac3a-ea7f-45dd-98a3-cfff25651412
|
no_churn
| 0.028723 | 0 |
no_churn
| 0.1445 | -0.000046 | 0.046087 | -0.059079 | 0.047003 | 0.105625 | -0.020075 | -0.003073 |
Female
| 48 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,552,800 |
9 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c74f8994-f911-4e5c-b928-3ed689e23139
|
no_churn
| 0.635889 | 0 |
no_churn
| 0.018427 | -0.001884 | -0.074153 | -0.049834 | -0.000771 | 0.089324 | -0.035939 | 0.045805 |
Male
| 28 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
24 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
136571a5-200c-4b35-b794-d557f7185d83
|
no_churn
| 0.012935 | 0 |
no_churn
| -0.052036 | -0.00537 | -0.030194 | -0.017659 | 0.012853 | -0.102288 | -0.033495 | -0.040837 |
Female
| 45 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,552,800 |
17 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
93250448-a3e2-4913-baa9-8cd127ce9ee8
|
no_churn
| 0.028723 | 0 |
no_churn
| 0.033629 | -0.006748 | -0.01096 | -0.027631 | -0.009338 | -0.159324 | -0.037516 | -0.041138 |
Male
| 38 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,552,800 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a379f93f-9e00-4ae9-b79c-10827f460add
|
no_churn
| 0.167727 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 40 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,552,800 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
138ebc23-3632-4fd2-a31c-bc62902fb57c
|
no_churn
| 0.013457 | 0 |
no_churn
| -0.132298 | -0.002381 | -0.009787 | -0.011975 | 0.03606 | -0.205979 | 0.022869 | 0.034464 |
Female
| 69 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,552,800 |
31 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a8c73e26-cf9a-4914-ba04-d241a06a30f0
|
churn
| 0.079879 | 1 |
churn
| 0.052575 | -0.014283 | -0.076556 | -0.08995 | -0.023383 | 0.086616 | -0.013807 | 0.002425 |
Female
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c2c41db-120b-423d-802e-39a2969d55ba
|
no_churn
| 0.378783 | 0 |
no_churn
| 0.115631 | -0.003265 | 0.077652 | 0.160745 | 0.04713 | 0.1505 | -0.02603 | 0.003542 |
Male
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
37 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2aa83e31-22bb-4bad-8cb7-a60a4b746f65
|
churn
| 0.20254 | 1 |
churn
| 0.082205 | 0.200433 | 0.07504 | 0.066815 | 0.069387 | 0.1448 | 0.018859 | 0.013436 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
0ef6609a-9a9b-45e5-9130-14e4f91ea633
|
no_churn
| 0.014462 | 0 |
no_churn
| -0.17145 | -0.023268 | -0.010501 | -0.030332 | -0.084229 | 0.041813 | 0.00927 | 0.029669 |
Male
| 23 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
59 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
246a9f34-7d04-46c1-a0f5-40b4907a7768
|
no_churn
| 0.102015 | 0 |
no_churn
| -0.099699 | -0.001901 | 0.008438 | 0.032004 | 0.071312 | -0.20661 | 0.076194 | 0.067069 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
18 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f30a1a7e-5b2c-4502-bd1d-7cbe0d0a030d
|
no_churn
| 0.275002 | 0 |
no_churn
| -0.172568 | -0.007962 | -0.067256 | 0.032385 | -0.002002 | 0.049254 | -0.034661 | -0.066216 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
ff0bd6e7-6f87-45b6-bc49-b733eda1d7b3
|
no_churn
| 0.118324 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Male
| 65 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
2 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7b557e43-6b98-49f1-b33b-f356d0a936f8
|
no_churn
| 0.239718 | 0 |
no_churn
| 0.178469 | -0.009748 | -0.027646 | -0.082014 | -0.076634 | 0.098722 | -0.047539 | -0.040964 |
Male
| 58 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
66 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
39ee3baf-9dec-464e-8c17-82de158f1755
|
no_churn
| 0.068241 | 0 |
no_churn
| -0.06966 | 0.001948 | -0.011558 | -0.029677 | -0.029164 | -0.097429 | -0.018219 | -0.015268 |
Female
| 29 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
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