Tenure
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72
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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
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| prediction_label
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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
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0.2
| shap/MultipleLines
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| shap/InternetSpeed
float64 -0.22
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| shap/SupportEligibility
float64 -0.22
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| shap/Contract
float64 -0.28
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| shap/MonthlyStreamingTime
float64 -0.18
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| shap/PremiumHDStreaming
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0.14
| Gender
stringclasses 2
values | Age
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80
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
8320cd27-7df0-460c-bb5e-5da8d61dda10
|
no_churn
| 0.01593 | 0 |
no_churn
| -0.011337 | -0.002076 | 0.015754 | -0.05245 | 0.007794 | -0.078447 | -0.00938 | -0.010528 |
Male
| 61 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
944789bc-264e-41d5-8d8d-91d360616fdb
|
no_churn
| 0.029407 | 0 |
no_churn
| -0.055887 | -0.003847 | -0.020632 | -0.024445 | -0.018167 | -0.104664 | -0.020858 | -0.020528 |
Male
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
35 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0171f37b-b6e9-4b87-b615-1a6ca222de57
|
churn
| 0.183067 | 1 |
churn
| -0.064685 | -0.006618 | 0.012247 | -0.092795 | -0.059904 | 0.04122 | -0.028662 | -0.040663 |
Female
| 77 |
No
|
Yes
|
Retired
|
Suburban
|
Master
| 1,672,034,400 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b25cb4f7-dde9-42c0-9e89-9b8d8d20d9c3
|
no_churn
| 0.244136 | 0 |
no_churn
| -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 |
Male
| 61 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3db1b5a3-cd0d-4507-8f51-69cc2161d5f7
|
churn
| 0.444599 | 1 |
churn
| 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 |
Male
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
30 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
ba1eb7a2-2dca-4bf0-a284-25e63b25b788
|
no_churn
| 0.063336 | 0 |
no_churn
| 0.001613 | -0.00679 | -0.005504 | 0.009116 | 0.017355 | -0.17433 | -0.0329 | -0.037586 |
Male
| 76 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
23 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ae9cf8a-d528-4457-84d2-b3884b59a451
|
no_churn
| 0.083425 | 0 |
no_churn
| -0.126048 | -0.015564 | -0.104089 | -0.023796 | 0.015927 | 0.037207 | -0.023863 | -0.028801 |
Male
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
0edcca35-0ff6-4e65-83ec-0de2d23b0632
|
no_churn
| 0.040261 | 0 |
no_churn
| -0.056756 | -0.011205 | -0.017022 | -0.030753 | 0.020798 | -0.066437 | -0.035413 | -0.042238 |
Female
| 40 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f5677d42-a60b-49da-8595-41367e67796b
|
churn
| 0.55338 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 57 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,034,400 |
48 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
2102413d-ebfd-48c2-ba65-fb781e7c000c
|
no_churn
| 0.015797 | 0 |
no_churn
| -0.024062 | 0.045002 | 0.017734 | -0.013382 | 0.045817 | -0.130532 | -0.012468 | -0.027135 |
Female
| 29 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
62 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
65c6d3bf-2e2f-4b96-998d-7b70aaa295b1
|
no_churn
| 0.00849 | 0 |
no_churn
| -0.068494 | -0.003794 | -0.006932 | -0.029035 | -0.026982 | -0.110853 | -0.011906 | -0.01103 |
Male
| 35 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,034,400 |
11 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8e93a28c-b9e2-4218-a251-66d674a7f39e
|
no_churn
| 0.041813 | 0 |
no_churn
| 0.168761 | 0.145666 | 0.064746 | 0.115528 | 0.088947 | 0.04409 | 0.007624 | 0.005611 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
4 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
13d09dff-ee03-4d13-a2f0-376468d982cd
|
churn
| 0.213685 | 1 |
churn
| 0.027794 | -0.011964 | -0.016636 | -0.148777 | -0.094111 | 0.058259 | -0.044004 | -0.039589 |
Female
| 20 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
50 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
c7c7e865-38de-4283-a9e2-8952c2a482c9
|
no_churn
| 0.217817 | 0 |
no_churn
| -0.026819 | -0.002004 | -0.023064 | -0.009374 | 0.081335 | -0.053277 | 0.061137 | 0.07304 |
Female
| 49 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
65 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
9efaafe7-4b17-4617-8dad-4865f307efa9
|
churn
| 0.196242 | 0 |
no_churn
| -0.104438 | -0.002512 | 0.013105 | 0.012072 | -0.14043 | -0.120208 | 0.038338 | 0.045047 |
Male
| 80 |
Yes
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,034,400 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
dba1f3d8-f5b8-4143-a312-af65a195b19c
|
no_churn
| 0.461072 | 0 |
no_churn
| 0.04604 | -0.005529 | -0.075776 | -0.060371 | 0.103825 | 0.098578 | 0.016504 | 0.087857 |
Male
| 70 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
15 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
379f3b66-7073-4c3c-b5bc-8f1006f73829
|
churn
| 0.53119 | 1 |
churn
| 0.118438 | 0.000001 | 0.015009 | 0.067474 | 0.091138 | 0.132595 | 0.061071 | 0.101415 |
Female
| 20 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,034,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
b25327ad-54b0-4bdf-88ca-4e6234eeed35
|
no_churn
| 0.014019 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Male
| 26 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
4 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c7e2c086-c5b7-4f62-b7cc-59af2bac6422
|
churn
| 0.878387 | 1 |
churn
| 0.077259 | -0.00251 | -0.05262 | -0.070774 | -0.09828 | 0.093185 | 0.047618 | 0.047094 |
Male
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
62 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
6b63fb4c-f39a-4b36-a97f-f2578d07d13b
|
no_churn
| 0.099641 | 0 |
no_churn
| -0.134105 | -0.005051 | -0.007224 | -0.02257 | -0.07731 | -0.064489 | 0.025156 | 0.030851 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
9 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
5ca2b834-8051-4c01-a5cb-98fbcd9226af
|
no_churn
| 0.468481 | 0 |
no_churn
| -0.051002 | -0.006403 | -0.131027 | -0.024186 | -0.03663 | 0.058094 | -0.056881 | -0.010992 |
Female
| 78 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,034,400 |
63 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
6c7c51f1-fc52-46e6-be6d-1fccf30bfd3a
|
no_churn
| 0.105653 | 0 |
no_churn
| -0.141857 | -0.002466 | -0.028653 | -0.028408 | 0.009297 | -0.109152 | 0.016686 | 0.025526 |
Male
| 56 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
43 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
b0e671c7-308b-4f73-80e6-45cd2274a4bf
|
churn
| 0.369742 | 1 |
churn
| 0.004808 | -0.001434 | 0.027318 | 0.103834 | -0.06845 | 0.000228 | 0.032979 | 0.071691 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
cbbf2ea5-e470-4697-9db3-7a2902ba4951
|
no_churn
| 0.124481 | 0 |
no_churn
| -0.104025 | -0.001914 | 0.018559 | -0.008667 | 0.000406 | -0.147097 | -0.002336 | 0.026049 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
68 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
56b2347a-e9b7-46fb-9255-7290456e150a
|
no_churn
| 0.128165 | 0 |
no_churn
| -0.223028 | -0.006984 | 0.00881 | 0.037701 | -0.060416 | -0.002104 | -0.013073 | 0.035068 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
53 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
8a6f5b94-64c9-4d2b-a531-bcd166c633a1
|
no_churn
| 0.284647 | 0 |
no_churn
| 0.016296 | -0.005623 | 0.078088 | 0.127957 | 0.034996 | -0.005546 | 0.108039 | 0.086767 |
Male
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
28 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f76c4f19-01b4-4b24-b079-58e025eb1724
|
churn
| 0.538202 | 1 |
churn
| 0.021455 | -0.000679 | 0.089928 | 0.112954 | -0.07984 | 0.113718 | 0.126539 | 0.087732 |
Male
| 54 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
16 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f4beb2cf-248b-4722-a33b-554a249cfe03
|
no_churn
| 0.559605 | 0 |
no_churn
| -0.082393 | -0.0102 | -0.050086 | 0.004112 | -0.091566 | 0.03815 | -0.026601 | 0.046557 |
Male
| 45 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,034,400 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
4d4b1720-46e2-49a2-aa44-0c0d87687220
|
no_churn
| 0.042246 | 0 |
no_churn
| -0.163351 | -0.002019 | 0.014801 | 0.022472 | 0.01628 | -0.134598 | -0.056757 | 0.046646 |
Male
| 38 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
58 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
bb3f91d0-653c-4490-a409-ad7ddc8b1f95
|
churn
| 0.32528 | 1 |
churn
| -0.110536 | -0.003654 | 0.007143 | -0.044482 | -0.042772 | -0.125724 | 0.010342 | 0.050658 |
Male
| 35 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,034,400 |
50 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
70c4c96e-7ee7-4655-8467-328422237e0f
|
no_churn
| 0.178365 | 0 |
no_churn
| -0.117794 | -0.002639 | -0.023735 | -0.030542 | -0.001567 | -0.131568 | 0.017587 | 0.031232 |
Female
| 25 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,034,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
1c7e3e2d-307f-4038-a040-2479c05c346d
|
no_churn
| 0.073665 | 0 |
no_churn
| -0.005542 | -0.00086 | 0.075334 | 0.09784 | 0.046201 | -0.034255 | 0.118652 | 0.078604 |
Female
| 65 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
66 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
07d2dcce-17be-459a-8f66-2e09b80722a9
|
no_churn
| 0.118833 | 0 |
no_churn
| -0.067425 | -0.002038 | -0.089382 | 0.035424 | -0.008582 | -0.104331 | 0.035324 | 0.031983 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
56 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f65cf5b4-b521-4b2b-90c4-27d736ed0989
|
no_churn
| 0.06957 | 0 |
no_churn
| -0.073915 | -0.002537 | 0.004114 | -0.00505 | -0.052759 | -0.094387 | -0.01793 | -0.013229 |
Female
| 21 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
63 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b908ab16-ea59-4946-aae1-5bcd09e52a3d
|
no_churn
| 0.037871 | 0 |
no_churn
| -0.115382 | -0.003766 | -0.02115 | 0.018233 | -0.002492 | -0.084335 | -0.024756 | -0.015378 |
Male
| 36 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43a7fa10-c29e-48fa-a3eb-730c74b17ed8
|
no_churn
| 0.377566 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 47 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
27 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1fc9fe24-6879-4c95-b527-b13a964f42c3
|
no_churn
| 0.44034 | 0 |
no_churn
| -0.024032 | -0.002928 | 0.062378 | 0.151789 | 0.061167 | 0.113578 | -0.03438 | -0.021931 |
Male
| 77 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
63 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
80846128-2a37-4c39-a577-40890fc36cd3
|
no_churn
| 0.081164 | 0 |
no_churn
| -0.127889 | -0.003492 | 0.010462 | 0.029726 | -0.030753 | -0.110956 | -0.020485 | -0.01564 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
28 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c53ff2b-71f7-464f-bebb-ae21a3d1f93e
|
no_churn
| 0.15903 | 0 |
no_churn
| 0.028484 | -0.003533 | 0.019274 | 0.143484 | 0.023129 | 0.087331 | -0.005855 | 0.00866 |
Female
| 20 |
No
|
Yes
|
Retired
|
Urban
|
College
| 1,672,034,400 |
45 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c874df03-76b1-428a-bc07-c17a81d813b4
|
no_churn
| 0.23474 | 0 |
no_churn
| -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 |
Male
| 75 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,034,400 |
71 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
79c01025-d262-484c-862a-e2bf23d2b64b
|
no_churn
| 0.110003 | 0 |
no_churn
| -0.13393 | 0.000423 | -0.004517 | -0.027217 | -0.061245 | -0.071262 | 0.008072 | 0.020649 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
22 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
5c9d374b-8940-44db-8e3c-00169ef14db1
|
churn
| 0.248859 | 1 |
churn
| -0.010833 | 0.02029 | 0.008158 | -0.047015 | -0.020807 | -0.041756 | -0.011911 | 0.044847 |
Female
| 69 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
30 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
30330dbd-8f4a-4634-a800-d3ac5b26f2f1
|
no_churn
| 0.140454 | 0 |
no_churn
| -0.066348 | -0.006948 | 0.013559 | -0.042359 | -0.064717 | 0.083991 | 0.06189 | 0.045238 |
Female
| 28 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
44beeb63-e642-4bb5-829f-54884abc2b3c
|
no_churn
| 0.577395 | 0 |
no_churn
| 0.33268 | -0.004458 | -0.016117 | -0.015244 | 0.06118 | 0.16609 | 0.11792 | 0.088923 |
Male
| 52 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
1d78b323-1ead-495a-ba04-670116d53aba
|
churn
| 0.28761 | 0 |
no_churn
| 0.00862 | -0.00796 | -0.064171 | -0.074699 | -0.183214 | 0.04361 | -0.013037 | 0.031825 |
Female
| 44 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
62 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
aefacace-5aae-459b-8338-8afffa37a9e8
|
churn
| 0.07438 | 0 |
no_churn
| -0.134275 | -0.004308 | -0.033527 | -0.010331 | -0.059603 | -0.060847 | 0.010508 | 0.023359 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
f174a1be-b356-4f20-877a-8e4e77f145e5
|
no_churn
| 0.328027 | 0 |
no_churn
| -0.044725 | -0.007484 | -0.068637 | -0.110122 | -0.058889 | 0.042847 | 0.006194 | 0.011789 |
Female
| 33 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
68 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
27b7873c-2c93-4d58-b003-8c308aacaf77
|
no_churn
| 0.15639 | 0 |
no_churn
| -0.11162 | -0.047803 | -0.039168 | -0.041767 | 0.063579 | 0.063563 | 0.06497 | 0.067221 |
Male
| 80 |
No
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,034,400 |
14 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
88cd7b28-5cb7-4d73-894e-aaef34b48f6b
|
churn
| 0.085885 | 0 |
no_churn
| 0.025892 | -0.006175 | 0.046362 | 0.05256 | -0.152446 | 0.102918 | 0.089 | 0.082862 |
Male
| 77 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
69 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
91298266-bcc0-4257-a26e-fee732e6c1ff
|
no_churn
| 0.012491 | 0 |
no_churn
| -0.076918 | -0.004196 | -0.011195 | -0.017249 | -0.057587 | -0.135599 | 0.0129 | 0.020818 |
Female
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
35 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
6d54fe11-49d0-4ffa-a357-0260279c9423
|
no_churn
| 0.103931 | 0 |
no_churn
| -0.12331 | 0.010523 | 0.002583 | -0.053505 | -0.031077 | -0.105233 | 0.023625 | 0.027368 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
60 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
acf655fc-4b8c-46c7-bce5-0da945bb6ac9
|
no_churn
| 0.070225 | 0 |
no_churn
| -0.08821 | -0.003252 | -0.002423 | -0.015611 | -0.060399 | -0.123426 | 0.007892 | 0.016403 |
Male
| 79 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,034,400 |
60 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
291e1686-beb1-408f-8a3a-00c769a5d718
|
churn
| 0.061495 | 0 |
no_churn
| -0.126344 | 0.008767 | -0.015226 | -0.006367 | -0.056538 | -0.063975 | -0.020409 | 0.011065 |
Female
| 27 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,034,400 |
52 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
dc570b33-0d01-474b-a752-7436cf39a374
|
no_churn
| 0.021787 | 0 |
no_churn
| -0.062744 | -0.00331 | -0.011598 | -0.020987 | -0.027382 | -0.065958 | -0.027294 | -0.049753 |
Female
| 43 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a6b51189-d714-495a-b0bc-0b930e9ebcfa
|
no_churn
| 0.118199 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 50 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,034,400 |
10 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
3fbdeb90-8b2e-4d86-a438-55301873ae8c
|
no_churn
| 0.014881 | 0 |
no_churn
| -0.008952 | -0.004884 | -0.000359 | -0.04597 | -0.021978 | -0.139397 | -0.022261 | -0.025225 |
Female
| 36 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5941b6e0-0cab-443e-81b2-1fd6023e079a
|
churn
| 0.70268 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Male
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
93abecc2-ba2e-4ab5-a296-d32620f5d399
|
no_churn
| 0.00287 | 0 |
no_churn
| -0.069939 | -0.003422 | -0.009148 | -0.03056 | -0.018557 | -0.101298 | -0.010926 | -0.025176 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a657aebc-6179-4aee-83d0-dc7e04e3d240
|
churn
| 0.443562 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 62 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
5 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7731e5bb-7494-4b3f-925d-fcaaf8ab60a5
|
no_churn
| 0.29365 | 0 |
no_churn
| 0.13856 | -0.004215 | -0.015113 | -0.046239 | 0.057747 | 0.101414 | -0.029596 | -0.059099 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
47 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
5972703f-5e69-4d7e-a69f-ab9a390aaa83
|
no_churn
| 0.009373 | 0 |
no_churn
| -0.024692 | -0.00499 | -0.012256 | -0.035189 | 0.012074 | -0.130155 | -0.025877 | -0.047941 |
Male
| 41 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
61 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b16a40a-b6c0-4093-bba4-fd35b3279def
|
churn
| 0.101675 | 1 |
churn
| -0.054998 | -0.001454 | 0.007248 | 0.010658 | -0.042005 | 0.054067 | -0.03984 | -0.042703 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34029378-cb9f-4dd9-b014-f20213a0f4da
|
no_churn
| 0.132606 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 34 |
No
|
No
|
Employed
|
Rural
|
Doctor
| 1,672,034,400 |
47 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8e41ff6e-1c29-4b4d-adfc-c5fbe3c47776
|
no_churn
| 0.017918 | 0 |
no_churn
| -0.029137 | -0.011849 | -0.024585 | -0.041988 | 0.01597 | -0.101943 | -0.031035 | -0.04446 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
27 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7730aabd-0fbd-4a2c-8da9-0a3dc931013f
|
no_churn
| 0.125025 | 0 |
no_churn
| -0.081234 | -0.009735 | -0.032378 | -0.06355 | 0.007915 | 0.041732 | -0.06171 | -0.070065 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
40 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7e5ac1a0-fd2d-4cda-9489-3fcafc7eb8ec
|
no_churn
| 0.007906 | 0 |
no_churn
| -0.01096 | -0.003737 | 0.002645 | -0.000048 | 0.028795 | -0.209557 | -0.024923 | -0.04124 |
Male
| 58 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
20 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63ae6030-5693-43e0-bff7-10b1152fee00
|
no_churn
| 0.087424 | 0 |
no_churn
| -0.076832 | -0.00615 | -0.033818 | -0.065764 | -0.002446 | 0.043324 | -0.062069 | -0.06527 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cd431211-7ae3-49a0-8630-fe724b8c65e3
|
churn
| 0.41406 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
3 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef3ee949-63ab-4f07-8bec-3cc023ce68d5
|
no_churn
| 0.597955 | 0 |
no_churn
| 0.15019 | -0.008804 | 0.0728 | -0.141395 | 0.069701 | 0.102203 | -0.040676 | -0.049772 |
Female
| 35 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,034,400 |
72 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7881e5ab-d90c-4fad-8ae5-a5a639b38af8
|
no_churn
| 0.002359 | 0 |
no_churn
| -0.068223 | -0.00301 | -0.004667 | -0.018331 | 0.002265 | -0.127098 | -0.022298 | -0.027665 |
Female
| 53 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
69 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
630a8913-c2a7-4d43-a378-3320348179bb
|
no_churn
| 0.007228 | 0 |
no_churn
| -0.041932 | -0.002801 | -0.00592 | -0.027215 | -0.024334 | -0.106225 | -0.016722 | -0.043876 |
Male
| 63 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
40 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
3fa58e1b-272e-4d3a-ba65-42ab68a50217
|
no_churn
| 0.070925 | 0 |
no_churn
| -0.001865 | -0.001567 | 0.018307 | 0.052779 | 0.047554 | -0.13404 | -0.022369 | -0.037825 |
Female
| 79 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,034,400 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
b27b59ba-a297-4306-bf66-89dd9bc2d8f7
|
no_churn
| 0.019092 | 0 |
no_churn
| -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 |
Male
| 25 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
49 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b6debfd2-0282-41c5-a39c-af80e69de2db
|
no_churn
| 0.026642 | 0 |
no_churn
| -0.077347 | -0.003698 | -0.008754 | -0.012073 | 0.011237 | -0.048576 | -0.04166 | -0.058156 |
Female
| 58 |
No
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,034,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e8d70e2b-80c8-4ea5-8665-74ba58fa86c7
|
no_churn
| 0.011927 | 0 |
no_churn
| -0.00658 | -0.004169 | -0.012974 | -0.036127 | -0.040593 | -0.13411 | -0.016987 | -0.017485 |
Male
| 41 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
36 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
3096293c-a811-42ea-b603-214a45f5aa82
|
no_churn
| 0.008268 | 0 |
no_churn
| -0.050099 | -0.00381 | 0.009757 | -0.03109 | -0.03219 | -0.134672 | -0.01365 | -0.013272 |
Male
| 67 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
38 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
78f4c3d0-8724-44a9-a8ec-3f5f1ea44649
|
no_churn
| 0.025066 | 0 |
no_churn
| 0.017435 | -0.002062 | 0.009751 | -0.086039 | 0.001971 | -0.021523 | -0.027678 | -0.057096 |
Female
| 64 |
No
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,672,034,400 |
41 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c2856504-090d-41ba-8dad-61d512cf37f8
|
no_churn
| 0.027038 | 0 |
no_churn
| -0.043776 | -0.004813 | -0.00051 | -0.07115 | -0.019787 | -0.065496 | -0.019596 | -0.043897 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
20 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
1120d83e-7277-44aa-b1df-a20335c34cad
|
no_churn
| 0.032887 | 0 |
no_churn
| -0.032411 | -0.005014 | -0.037117 | -0.029807 | -0.001551 | -0.085108 | -0.039889 | -0.038131 |
Male
| 30 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a38e22b4-e84e-4642-8657-9e55033f2dee
|
no_churn
| 0.009177 | 0 |
no_churn
| -0.02198 | -0.005466 | -0.012312 | -0.060416 | 0.001156 | -0.115768 | -0.019615 | -0.034626 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
15 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
6781c2d9-4aa6-48f6-b54e-5fc0746d1cbd
|
no_churn
| 0.015774 | 0 |
no_churn
| 0.013466 | -0.007847 | -0.02991 | -0.039295 | 0.007156 | -0.147103 | -0.02806 | -0.037432 |
Male
| 26 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
4 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f1c99c0b-3cce-46af-9493-9afcb52be48a
|
churn
| 0.491705 | 1 |
churn
| 0.056584 | -0.038439 | -0.019862 | -0.156541 | -0.034923 | 0.076595 | -0.043058 | -0.04662 |
Female
| 47 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,034,400 |
55 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
828ad2d3-bfee-48b0-8dff-ed36924cdaac
|
no_churn
| 0.007362 | 0 |
no_churn
| -0.04789 | -0.003391 | -0.007727 | -0.072123 | -0.019716 | -0.088042 | -0.015014 | -0.015123 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
ec00feb5-eae0-4daf-aaeb-da85711f994f
|
no_churn
| 0.004618 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Male
| 80 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
25 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
42649daa-9f1a-4f5a-8a8d-f0a35da2a739
|
churn
| 0.041503 | 1 |
churn
| 0.118242 | 0.002553 | 0.085851 | 0.034333 | 0.019762 | -0.011334 | 0.005517 | 0.00199 |
Female
| 42 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,034,400 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
71f1bafc-172f-483e-906d-88b4d836deb6
|
no_churn
| 0.012881 | 0 |
no_churn
| -0.00049 | -0.005044 | -0.026512 | -0.025387 | -0.046627 | -0.132235 | -0.013508 | -0.019223 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
37 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
ed32a5c7-c251-4d09-afaf-8862a5e5aa7c
|
no_churn
| 0.00861 | 0 |
no_churn
| -0.053854 | -0.003802 | -0.012164 | -0.036695 | -0.025448 | -0.098799 | -0.015505 | -0.022759 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
04232e98-c020-412c-b6ab-ef3280d175f4
|
no_churn
| 0.020444 | 0 |
no_churn
| -0.018793 | -0.006333 | -0.020871 | -0.03929 | -0.001791 | -0.14601 | -0.01631 | -0.019628 |
Female
| 31 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
35 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6486acd3-4fa8-4a65-87a9-7558151412e0
|
no_churn
| 0.191471 | 0 |
no_churn
| -0.091509 | 0.033144 | 0.004514 | -0.071815 | 0.034383 | 0.054708 | -0.027326 | -0.035125 |
Male
| 74 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9888b704-7d5a-4c4e-8966-ab76d61d5ed3
|
no_churn
| 0.377361 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 55 |
Yes
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,672,034,400 |
42 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8803de8c-0afd-4a2e-a16f-774d82e4f0ec
|
no_churn
| 0.016196 | 0 |
no_churn
| -0.021273 | -0.007269 | -0.02141 | -0.064169 | 0.009429 | -0.111536 | -0.017436 | -0.035362 |
Male
| 33 |
No
|
Yes
|
Retired
|
Rural
|
Master
| 1,672,034,400 |
68 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
564b93e6-be85-4db7-b01a-81a36731589d
|
no_churn
| 0.005187 | 0 |
no_churn
| -0.060524 | -0.00303 | -0.001877 | -0.031809 | 0.002319 | -0.123664 | -0.02373 | -0.026712 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
338c82f3-1a47-4ae1-b8d5-a7e9f6e25515
|
no_churn
| 0.058197 | 0 |
no_churn
| 0.127494 | -0.008182 | 0.000709 | -0.063779 | 0.036799 | 0.088141 | -0.031509 | -0.005999 |
Female
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
3 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e65e6cc2-f157-451c-851d-b9d53277dbba
|
churn
| 0.771068 | 1 |
churn
| 0.133638 | 0.105985 | 0.040152 | -0.002117 | 0.032965 | 0.113468 | -0.016079 | -0.003595 |
Male
| 57 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
58 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5ff34bb9-83f1-4821-858d-3fac89d88a86
|
no_churn
| 0.01048 | 0 |
no_churn
| -0.064214 | -0.003993 | -0.01275 | -0.023992 | -0.032814 | -0.095844 | -0.014251 | -0.021167 |
Female
| 74 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
5 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
a6d1be92-d685-4f88-9b62-047a181bf31e
|
no_churn
| 0.01071 | 0 |
no_churn
| 0.012482 | -0.00514 | -0.013945 | -0.040216 | -0.041718 | -0.121245 | -0.02408 | -0.025164 |
Female
| 44 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,034,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83149672-99bd-4256-96ee-b669b9be720b
|
no_churn
| 0.208954 | 0 |
no_churn
| -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 |
Male
| 32 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,034,400 |
9 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a454247e-f848-461b-a085-fee5c663eb03
|
no_churn
| 0.458648 | 0 |
no_churn
| 0.112727 | 0.077741 | 0.031608 | 0.143385 | -0.033155 | 0.096222 | 0.008879 | 0.012531 |
Male
| 64 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
16 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6299b488-ffc5-487d-b714-fad1c6db19ba
|
no_churn
| 0.136573 | 0 |
no_churn
| 0.038047 | -0.015142 | -0.086817 | -0.078046 | -0.048962 | 0.07454 | -0.046398 | -0.054831 |
Male
| 65 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
19bdc25c-87fa-407e-8ff6-89011933ffba
|
no_churn
| 0.387835 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 29 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
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