Tenure
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stringclasses 2
values | MultipleLines
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values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
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| prediction_label
stringclasses 2
values | prediction_score
float64 0
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| actual_score
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| actual_label
stringclasses 2
values | shap/Tenure
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| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
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| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
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80
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
f566ff4a-7136-4770-a72d-c5243d81b86b
|
no_churn
| 0.088542 | 0 |
no_churn
| -0.050547 | -0.007279 | -0.014081 | -0.044654 | -0.005758 | -0.089057 | -0.024874 | -0.032777 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
24 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de99cfb6-1268-45c8-a341-006eebec2458
|
no_churn
| 0.177976 | 0 |
no_churn
| -0.128074 | -0.007345 | -0.034011 | -0.035058 | -0.051767 | 0.038357 | -0.029447 | -0.021681 |
Female
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,812,000 |
47 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d94a9d5f-c2b8-4dfc-b680-b3eda69ab804
|
no_churn
| 0.01847 | 0 |
no_churn
| -0.040401 | 0.029658 | 0.011327 | -0.034542 | -0.02183 | -0.191644 | -0.010991 | -0.010603 |
Male
| 43 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
10 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bceece0d-9cef-43e5-8639-dd93aac615e8
|
no_churn
| 0.043262 | 0 |
no_churn
| -0.062912 | 0.070782 | 0.025827 | -0.08643 | 0.017845 | 0.076001 | -0.060991 | -0.04915 |
Female
| 25 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,812,000 |
69 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
07b51f24-e22d-47ea-b0e8-1dfb733b574f
|
no_churn
| 0.031885 | 0 |
no_churn
| -0.024626 | -0.000879 | 0.014037 | -0.006717 | 0.022638 | 0.067617 | -0.007566 | -0.013531 |
Female
| 42 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
28 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c73d48f9-3c8e-4cd0-9707-a18fa8a15444
|
no_churn
| 0.133348 | 0 |
no_churn
| -0.179208 | 0.04402 | 0.015938 | -0.095814 | -0.028495 | 0.052479 | -0.014464 | -0.033483 |
Female
| 59 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
63 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a0e4bde-384a-426d-a3a7-4490536a9da6
|
no_churn
| 0.011478 | 0 |
no_churn
| -0.031149 | -0.001191 | 0.014366 | -0.00645 | 0.029714 | 0.067197 | -0.007864 | -0.003649 |
Male
| 34 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
48 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
f44d7fdc-6d89-4a46-bdd1-9abf2be08108
|
no_churn
| 0.091547 | 0 |
no_churn
| -0.026031 | -0.011467 | 0.017674 | -0.016644 | 0.025537 | -0.148699 | -0.035849 | -0.063548 |
Male
| 26 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2d307f12-0a5f-47a2-8815-1f2537def95b
|
churn
| 0.300513 | 1 |
churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Female
| 77 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
47 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
85309f9d-ea2c-4046-9e96-ab50cd8b98b0
|
no_churn
| 0.063033 | 0 |
no_churn
| -0.033422 | 0.021778 | 0.006855 | 0.051665 | 0.01208 | 0.004606 | -0.015464 | -0.007124 |
Male
| 62 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
11 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ef7760a-f7c0-41db-b975-ceddc778d5f4
|
no_churn
| 0.193927 | 0 |
no_churn
| 0.198507 | 0.003566 | -0.030134 | 0.060025 | 0.099635 | 0.129396 | -0.020721 | -0.027226 |
Male
| 36 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
43 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22cff6e2-7fbb-4e84-9bcb-2d5e483094b1
|
no_churn
| 0.11048 | 0 |
no_churn
| -0.100797 | 0.014414 | -0.001462 | -0.041615 | -0.031529 | 0.05409 | -0.044521 | -0.056605 |
Male
| 53 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,812,000 |
29 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c4be27cb-b3df-4d30-a7ff-e5a3cd695fd9
|
no_churn
| 0.077765 | 0 |
no_churn
| -0.0678 | -0.01516 | -0.018134 | -0.06022 | -0.055897 | 0.037969 | -0.033056 | -0.036728 |
Male
| 26 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,812,000 |
28 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ecfd135-0140-4777-9850-4175fe761046
|
no_churn
| 0.10322 | 0 |
no_churn
| 0.002361 | 0.127907 | 0.051235 | 0.042847 | 0.027909 | 0.09866 | -0.010261 | -0.029574 |
Male
| 42 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,812,000 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
025ac60d-3201-4221-af09-eb08e8302b52
|
churn
| 0.658379 | 0 |
no_churn
| 0.180155 | 0.001727 | -0.038743 | 0.047535 | 0.083854 | 0.139718 | 0.133195 | 0.113532 |
Male
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
33 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
9db6816a-7fe1-475b-a4f3-d853a75b50ad
|
no_churn
| 0.437225 | 0 |
no_churn
| -0.090299 | -0.002192 | 0.015403 | -0.097211 | -0.10724 | 0.069599 | 0.048225 | 0.058023 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
68 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
901056de-0361-40c6-ad79-83dd96930e6c
|
no_churn
| 0.058714 | 0 |
no_churn
| -0.096334 | -0.00155 | 0.012311 | -0.01386 | 0.027879 | -0.236165 | 0.03989 | 0.058803 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
53 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
544d33de-9174-4e22-98c6-48a0941a0d47
|
no_churn
| 0.158461 | 0 |
no_churn
| 0.049545 | -0.000919 | 0.028521 | 0.083683 | 0.116701 | 0.023683 | 0.076189 | 0.103572 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
54 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
b8a47588-cf68-4b34-8967-fbd391297f0f
|
no_churn
| 0.212807 | 0 |
no_churn
| -0.093907 | -0.007586 | -0.041059 | -0.012243 | -0.119021 | 0.024213 | 0.009134 | 0.041442 |
Male
| 77 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
70 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
a1dc5d35-f5be-48a4-be64-184d9a0af8cc
|
no_churn
| 0.067803 | 0 |
no_churn
| -0.12271 | -0.001222 | -0.001726 | -0.114925 | 0.025402 | 0.078239 | 0.058125 | 0.089624 |
Female
| 51 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
a15e835e-1ca8-4e72-9708-dbbb56aad9c7
|
churn
| 0.009834 | 0 |
no_churn
| -0.085925 | 0.001091 | 0.071375 | 0.0728 | -0.075212 | 0.091273 | 0.10723 | 0.088342 |
Female
| 33 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,812,000 |
24 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
61b6a2c8-9e99-4c5e-a47a-c81d2127f375
|
churn
| 0.414842 | 1 |
churn
| -0.077827 | -0.004931 | -0.093704 | -0.042342 | 0.072071 | 0.064481 | 0.05841 | 0.089982 |
Male
| 46 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,812,000 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d8f7ea7f-f9e5-4827-9f55-80e6544fa064
|
churn
| 0.807092 | 1 |
churn
| 0.173132 | -0.001725 | -0.012368 | 0.01089 | 0.144539 | 0.134499 | 0.196092 | 0.085914 |
Female
| 45 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,812,000 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d899a8fe-78fc-4748-aa48-da2b230cf036
|
no_churn
| 0.628749 | 0 |
no_churn
| -0.000724 | -0.006646 | -0.071625 | -0.037599 | -0.142776 | 0.046489 | 0.062354 | 0.041501 |
Male
| 79 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
64 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
0743c5f9-c4ee-4fe6-b40f-9b16931ea0aa
|
no_churn
| 0.087848 | 0 |
no_churn
| -0.083189 | -0.003293 | -0.004355 | -0.023084 | -0.04298 | -0.153075 | 0.020899 | 0.020051 |
Female
| 65 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,812,000 |
68 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
eb58f52a-ab22-4c50-ad76-05b3b2343ea6
|
no_churn
| 0.067418 | 0 |
no_churn
| -0.066071 | -0.002441 | -0.022629 | -0.014644 | -0.046233 | -0.149184 | 0.006672 | 0.025503 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
46 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
1a6e475b-a102-4ef8-bbe1-7eca9279f6b4
|
no_churn
| 0.297358 | 0 |
no_churn
| -0.052433 | -0.003253 | 0.005756 | 0.081345 | 0.097591 | 0.122288 | 0.20601 | 0.083671 |
Male
| 52 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,812,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
8e1d22ea-b0aa-444c-a38b-ada2fb6ec5ba
|
no_churn
| 0.018566 | 0 |
no_churn
| -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
54 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
dd8aa0be-6189-4f1a-8d6d-6c89276353b3
|
churn
| 0.227753 | 1 |
churn
| -0.053717 | -0.000846 | -0.056015 | -0.006979 | -0.044073 | -0.094546 | 0.021734 | 0.045417 |
Male
| 69 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
34c9cf7a-2963-4904-8961-607ea8c0b126
|
churn
| 0.305223 | 1 |
churn
| -0.055636 | -0.002364 | 0.027386 | -0.042626 | -0.044811 | -0.137085 | 0.03628 | 0.056496 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
b63858d0-f19e-4bea-ade3-9baaa656a72b
|
churn
| 0.280774 | 1 |
churn
| -0.104025 | -0.001914 | 0.018559 | -0.008667 | 0.000406 | -0.147097 | -0.002336 | 0.026049 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
3106e388-37af-459f-9b8a-905feb38fd9f
|
churn
| 0.005051 | 0 |
no_churn
| -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 |
Male
| 54 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,812,000 |
64 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
9578b317-d8d0-48c0-a1c4-440981fb4e7f
|
no_churn
| 0.05688 | 0 |
no_churn
| -0.178369 | -0.003953 | 0.015323 | 0.023841 | -0.022123 | 0.051013 | 0.079215 | 0.031027 |
Male
| 72 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
39 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
e52e8a24-ce35-47fd-a82c-ececab625f69
|
no_churn
| 0.497922 | 0 |
no_churn
| -0.021832 | -0.001716 | 0.008719 | 0.036736 | 0.018927 | 0.096371 | 0.123048 | 0.050721 |
Female
| 69 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,812,000 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
0b96d890-d490-427b-ab9e-8d55fcb23eab
|
no_churn
| 0.253683 | 0 |
no_churn
| -0.049538 | -0.00532 | -0.016011 | -0.018836 | 0.039959 | 0.047604 | 0.031736 | 0.072123 |
Female
| 39 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c29f5903-0287-4e64-9666-ecd34059b1f1
|
no_churn
| 0.017742 | 0 |
no_churn
| -0.096577 | -0.002424 | 0.014861 | 0.051391 | -0.007797 | -0.102994 | -0.005342 | -0.009478 |
Male
| 71 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
20 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aabe706c-19ce-4a78-852f-c05e63d09fc5
|
no_churn
| 0.409664 | 0 |
no_churn
| -0.098279 | -0.00645 | -0.041978 | 0.010246 | -0.111936 | 0.034929 | -0.022411 | -0.033146 |
Male
| 58 |
No
|
No
|
Employed
|
Rural
|
Doctor
| 1,672,812,000 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
da77a170-c749-45a4-b3fc-77bb809f763d
|
no_churn
| 0.039669 | 0 |
no_churn
| -0.095055 | -0.003186 | -0.061392 | 0.038961 | -0.002586 | -0.086573 | -0.018356 | -0.040839 |
Male
| 41 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,812,000 |
35 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2f95a8d6-221e-4eef-b219-86871a0262c6
|
no_churn
| 0.295193 | 0 |
no_churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 27 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,812,000 |
25 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e7b6575-492b-4c3a-97f2-5da77b812520
|
no_churn
| 0.302349 | 0 |
no_churn
| 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 |
Male
| 80 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
3 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ade749b-1a34-47bc-b489-fd7255ee6748
|
churn
| 0.609434 | 1 |
churn
| 0.245211 | -0.003323 | -0.03706 | 0.126145 | 0.0091 | 0.112943 | -0.023174 | -0.025039 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
64 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1b1ac88a-a6ac-4b2b-b496-e46ca517ee1b
|
no_churn
| 0.067344 | 0 |
no_churn
| -0.229371 | -0.004051 | 0.036686 | 0.021774 | 0.017159 | 0.055174 | -0.009861 | -0.008201 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
39 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
08764d6d-b002-4856-94c6-a3f8008356e7
|
churn
| 0.1183 | 1 |
churn
| 0.17298 | -0.00745 | 0.045067 | 0.23222 | 0.073666 | 0.104793 | 0.033149 | 0.038347 |
Male
| 54 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
72 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e6fda8b8-ef14-409a-9955-b7dfbdcdbedb
|
no_churn
| 0.009903 | 0 |
no_churn
| -0.126428 | -0.004148 | -0.023129 | -0.012782 | -0.013806 | 0.044226 | -0.012917 | -0.020042 |
Female
| 71 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
42 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8b44a41d-1ccf-4b42-9f2c-00b8075c67eb
|
churn
| 0.417223 | 1 |
churn
| 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 |
Female
| 34 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
55 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f88cc101-76e5-4ea1-94eb-c31b5431da2c
|
no_churn
| 0.193972 | 0 |
no_churn
| -0.166057 | -0.006788 | -0.031233 | 0.023323 | -0.056714 | 0.018045 | -0.026898 | -0.022706 |
Male
| 64 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,812,000 |
9 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
53da19dd-18c7-4e0c-af3b-00a874a30bc5
|
no_churn
| 0.280694 | 0 |
no_churn
| 0.04077 | -0.007133 | -0.060145 | -0.055926 | -0.160315 | 0.055586 | -0.043848 | -0.028015 |
Male
| 28 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,812,000 |
41 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
a4e43015-a425-4748-b64e-55ab79c560dc
|
churn
| 0.345711 | 0 |
no_churn
| -0.006412 | 0.052402 | 0.026293 | -0.013632 | 0.004821 | 0.094622 | 0.051189 | 0.051692 |
Male
| 28 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,812,000 |
46 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
4dfe18a0-0920-4e23-abf6-be93cfbadbfa
|
no_churn
| 0.017208 | 0 |
no_churn
| -0.08237 | -0.003094 | 0.000874 | -0.020736 | -0.039761 | -0.18943 | 0.039976 | 0.025515 |
Male
| 77 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,812,000 |
63 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
555f183d-fd9c-4468-ae51-f77862aef0a9
|
churn
| 0.047431 | 0 |
no_churn
| -0.131627 | -0.003853 | -0.030096 | -0.012086 | -0.055433 | -0.074065 | 0.012986 | 0.025147 |
Male
| 25 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
67 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
313487a3-aa64-484a-ba59-65e445c2afdd
|
no_churn
| 0.108505 | 0 |
no_churn
| -0.170318 | -0.001433 | 0.015916 | -0.008197 | 0.05367 | 0.04496 | 0.004662 | 0.061713 |
Male
| 54 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
13 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
2b1d90e4-db22-4ac6-bba4-72aed4d8d31f
|
churn
| 0.442008 | 1 |
churn
| 0.000586 | 0.011049 | -0.054036 | -0.062153 | 0.017322 | 0.104019 | -0.008185 | 0.075206 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,812,000 |
14 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
ea2dc3a5-64ba-4598-96d8-ae4add6310c2
|
no_churn
| 0.59334 | 0 |
no_churn
| 0.11901 | 0.015981 | -0.020027 | 0.015846 | 0.063081 | 0.137671 | 0.144893 | 0.110472 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
22 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
daa0e2f5-ff3d-4744-a320-8958b16aed90
|
churn
| 0.131913 | 1 |
churn
| -0.05668 | -0.006502 | -0.091856 | -0.03179 | -0.024228 | 0.058259 | -0.002929 | 0.001414 |
Male
| 22 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
35 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
21ab83d4-56ec-4532-ac3f-19dddd92575e
|
no_churn
| 0.20954 | 0 |
no_churn
| -0.19198 | -0.004697 | -0.074884 | -0.063783 | 0.028088 | 0.034814 | 0.033722 | 0.040693 |
Male
| 56 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
39 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
7d7b313b-d4d7-4582-9bb1-a5474d44791d
|
no_churn
| 0.336433 | 1 |
churn
| -0.085823 | 0.037152 | -0.049458 | -0.004067 | 0.033692 | 0.083976 | 0.044336 | 0.023666 |
Female
| 64 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
37 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
1eab657f-4382-43c0-99b4-03e26b5c7945
|
churn
| 0.217823 | 1 |
churn
| -0.225314 | -0.006143 | -0.059396 | -0.036076 | -0.035421 | 0.048794 | 0.028941 | 0.035589 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
44 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
d13ed187-06f4-4cfb-b0f6-2da00acd6aa4
|
no_churn
| 0.164534 | 0 |
no_churn
| -0.186299 | -0.005246 | -0.007589 | -0.086404 | 0.035803 | 0.023431 | 0.015711 | 0.071566 |
Female
| 44 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,812,000 |
36 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5e14371b-009d-4472-a67a-c5f503411531
|
no_churn
| 0.09194 | 0 |
no_churn
| -0.179903 | -0.004229 | -0.118822 | 0.005143 | 0.032531 | 0.048286 | 0.004844 | 0.034791 |
Male
| 62 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
8d92da5e-c3e0-4b7c-a8d2-c2fd5695c0b6
|
no_churn
| 0.405972 | 0 |
no_churn
| 0.093742 | 0.001539 | -0.036445 | 0.003033 | -0.076443 | 0.114345 | 0.129538 | 0.071665 |
Male
| 68 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
59 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
2fea81ed-e717-4edc-bb8e-93d696ad8438
|
no_churn
| 0.299943 | 0 |
no_churn
| -0.002213 | 0.13135 | 0.077669 | 0.036122 | -0.006133 | 0.137391 | 0.203782 | 0.073006 |
Male
| 25 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
b32f118c-4116-4a9e-b8fa-a2e1865c4135
|
no_churn
| 0.073588 | 0 |
no_churn
| -0.07316 | -0.00495 | -0.028799 | -0.08517 | -0.031416 | 0.039213 | 0.065892 | 0.029365 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
49 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5531c96a-076d-46c9-8dfd-c5fcd517b62b
|
no_churn
| 0.108187 | 0 |
no_churn
| -0.126416 | -0.003751 | -0.005496 | -0.019594 | -0.021343 | 0.043328 | 0.095383 | 0.053029 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
2 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
36386ca1-a2b5-497f-9136-5a7cc9091279
|
churn
| 0.473972 | 1 |
churn
| 0.07154 | -0.005094 | 0.032096 | -0.171176 | 0.001258 | 0.11074 | -0.013938 | 0.058048 |
Male
| 47 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
13 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
480dd844-0bbf-458e-93f0-b6f24576fabe
|
no_churn
| 0.156101 | 0 |
no_churn
| -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 |
Male
| 42 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,812,000 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9ec0bfbf-e202-4d17-a2ee-4da13ff2bc5a
|
no_churn
| 0.021461 | 0 |
no_churn
| -0.113116 | -0.001913 | 0.031363 | 0.028168 | 0.053003 | 0.07742 | -0.032954 | -0.051997 |
Male
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
32 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c452db9b-3cd1-42eb-a8da-8912b335cae5
|
no_churn
| 0.029944 | 0 |
no_churn
| 0.079558 | -0.002333 | 0.022823 | 0.048773 | 0.074682 | 0.085454 | -0.022721 | -0.035261 |
Male
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,812,000 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
21c89c9a-40aa-4dee-a16f-7366f7b973ef
|
churn
| 0.526607 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,812,000 |
70 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3017b472-228a-41f8-b1da-74d53149f037
|
no_churn
| 0.011037 | 0 |
no_churn
| -0.066535 | -0.001147 | 0.000475 | -0.001939 | -0.031832 | 0.058666 | -0.024337 | -0.042377 |
Male
| 80 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,812,000 |
5 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
14b7d758-7429-4137-b2d8-db6a9ef4cc7d
|
no_churn
| 0.12387 | 0 |
no_churn
| 0.168476 | -0.002847 | 0.089745 | -0.129351 | -0.001509 | 0.113467 | -0.038712 | -0.023312 |
Female
| 26 |
Yes
|
Yes
|
Retired
|
Urban
|
High School or Below
| 1,672,812,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ff4fb5a5-f0eb-4d2f-862d-6ca6dd7677c7
|
no_churn
| 0.569802 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 42 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
17 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f850f3df-aa22-48e4-80f1-66756ce7953f
|
no_churn
| 0.081595 | 0 |
no_churn
| 0.240127 | -0.000189 | 0.089983 | 0.071031 | 0.161815 | 0.155616 | -0.016768 | -0.020642 |
Male
| 35 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,812,000 |
8 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
73be6061-acdd-41b5-a3f7-03f830ccd19a
|
no_churn
| 0.013259 | 0 |
no_churn
| 0.017089 | -0.011454 | -0.026559 | -0.134057 | 0.023193 | 0.043788 | -0.053568 | -0.069958 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
69fa163b-3cfe-46cf-8263-afb30f35165b
|
no_churn
| 0.361769 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9cccbeee-9b24-42e4-9761-91291c048015
|
churn
| 0.560276 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
23 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
fafe50cb-0e08-4f85-a778-d94da141ef8f
|
no_churn
| 0.039396 | 0 |
no_churn
| -0.061388 | -0.004287 | -0.051185 | -0.021241 | -0.023805 | -0.06523 | -0.017866 | -0.024024 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
23 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9b977b14-bd91-43dd-96fd-fe33a8275419
|
no_churn
| 0.057605 | 0 |
no_churn
| -0.112887 | -0.011288 | -0.053337 | -0.032245 | -0.001433 | 0.038162 | -0.039693 | -0.056306 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
67 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c8de1b11-7eea-4a62-9f5a-f13d52b9e075
|
no_churn
| 0.009915 | 0 |
no_churn
| -0.045388 | -0.003316 | -0.090955 | -0.008456 | -0.012934 | 0.048519 | -0.013364 | -0.033133 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
29 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63c3680b-bec8-4364-b53c-c961db4b3c24
|
no_churn
| 0.023314 | 0 |
no_churn
| -0.091788 | -0.017439 | -0.027365 | -0.115378 | 0.028091 | 0.042683 | -0.031386 | -0.046445 |
Male
| 72 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a1a6d81d-430c-4c2f-b64b-2da1637ed8f7
|
no_churn
| 0.305437 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 42 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,672,812,000 |
54 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7cfefcd6-eb7e-40b6-9ab1-bbf46a55d8d3
|
no_churn
| 0.026674 | 0 |
no_churn
| -0.040452 | -0.004001 | -0.016466 | -0.00887 | 0.022753 | -0.14019 | -0.026522 | -0.055277 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
65 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
166c9725-b570-4517-a2b2-0d27cde6af17
|
no_churn
| 0.009752 | 0 |
no_churn
| 0.112412 | 0.003777 | 0.056129 | 0.115187 | 0.094307 | 0.115695 | 0.006602 | 0.016865 |
Male
| 48 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
23 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a4f4d775-fc55-489a-a386-bb46b01d1031
|
no_churn
| 0.007641 | 0 |
no_churn
| -0.112887 | -0.011288 | -0.053337 | -0.032245 | -0.001433 | 0.038162 | -0.039693 | -0.056306 |
Female
| 65 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
14 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ba10184c-c923-41ac-a47e-87dbf05e1440
|
no_churn
| 0.190569 | 0 |
no_churn
| -0.060359 | -0.015251 | -0.08469 | -0.038009 | -0.03922 | 0.045539 | -0.028431 | -0.048606 |
Female
| 65 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
53df64f0-d2ef-43af-add3-97cec8c66c4f
|
no_churn
| 0.145273 | 0 |
no_churn
| 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 |
Male
| 25 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
17 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
0b05ef21-6960-40fd-b6c7-f1811c527d37
|
no_churn
| 0.085667 | 0 |
no_churn
| 0.035024 | -0.003162 | -0.015296 | -0.028033 | -0.064513 | -0.112291 | -0.032655 | -0.0381 |
Female
| 72 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
1 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22b06b9e-af99-49cd-b8a5-8ada1ff22c1f
|
no_churn
| 0.610551 | 0 |
no_churn
| 0.259567 | -0.006477 | 0.002146 | -0.043283 | -0.040921 | 0.122598 | -0.036798 | -0.036824 |
Male
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
56 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e27b6dbd-2fec-441d-9023-909745b117fe
|
no_churn
| 0.014511 | 0 |
no_churn
| -0.105368 | -0.007091 | -0.018851 | -0.049978 | -0.034434 | 0.023124 | -0.024035 | -0.032393 |
Female
| 22 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
36 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
834ccbb8-8966-4430-b313-a868d2bbd731
|
no_churn
| 0.070803 | 0 |
no_churn
| -0.108181 | -0.017249 | -0.078536 | -0.085977 | 0.020856 | 0.040652 | -0.017733 | -0.022857 |
Male
| 42 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,812,000 |
65 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
69e06bd7-1f9c-445f-ae11-535909d3b845
|
no_churn
| 0.004709 | 0 |
no_churn
| -0.085682 | -0.003568 | -0.047562 | -0.011771 | 0.011371 | 0.051904 | -0.031574 | -0.052145 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
65 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6d91d297-839e-4deb-aab2-058b427f58bb
|
no_churn
| 0.02049 | 0 |
no_churn
| -0.085689 | -0.006108 | -0.033113 | -0.040471 | -0.074063 | 0.032436 | -0.019117 | -0.022902 |
Male
| 58 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1bc4331a-ffa1-4152-a0aa-79191e14e9c6
|
churn
| 0.445259 | 1 |
churn
| 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 |
Male
| 72 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
34 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5325dcc-d554-4094-ac35-53edf46c30a2
|
no_churn
| 0.043526 | 0 |
no_churn
| -0.094012 | -0.008419 | -0.0233 | -0.096567 | -0.027475 | 0.032023 | -0.033092 | -0.018185 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
3 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ae75c1e9-f480-463d-af3a-97a0198b7dfd
|
no_churn
| 0.527194 | 0 |
no_churn
| 0.11719 | -0.006858 | 0.014355 | -0.144648 | 0.036822 | 0.099394 | -0.04708 | -0.061053 |
Male
| 29 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
ff91763c-694d-4cb1-b483-0671219228ab
|
no_churn
| 0.020453 | 0 |
no_churn
| -0.061734 | -0.0074 | -0.014817 | -0.027343 | 0.009058 | -0.080146 | -0.044323 | -0.042322 |
Male
| 49 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
24 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
5afdca7f-8cfb-4383-8458-269a6200df4e
|
no_churn
| 0.039599 | 0 |
no_churn
| -0.030832 | -0.005165 | 0.026783 | -0.01014 | 0.005698 | -0.158572 | -0.034103 | -0.062695 |
Male
| 61 |
Yes
|
Yes
|
Disabled
|
Rural
|
College
| 1,672,812,000 |
11 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b01c0c28-df1b-4321-9c26-3a0a45f79bae
|
no_churn
| 0.059035 | 0 |
no_churn
| 0.016503 | -0.008317 | 0.024094 | -0.20693 | 0.053015 | 0.068806 | -0.054779 | -0.061417 |
Female
| 65 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,812,000 |
66 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7974d9aa-5001-4e21-932d-96caaef650f7
|
no_churn
| 0.006199 | 0 |
no_churn
| -0.027291 | -0.003269 | 0.010683 | -0.050851 | -0.000538 | -0.139756 | -0.026044 | -0.02696 |
Female
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
801d7c9a-a0af-4b5e-8a38-223ca74ed8ac
|
no_churn
| 0.001379 | 0 |
no_churn
| -0.069939 | -0.003422 | -0.009148 | -0.03056 | -0.018557 | -0.101298 | -0.010926 | -0.025176 |
Female
| 46 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bf8b8fc3-5b73-47eb-a540-b235b84220cd
|
no_churn
| 0.544453 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 64 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
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