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
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| 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
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80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
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stringclasses 5
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stringclasses 5
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fe74401f-1bcb-4f09-9797-28cd520eea82
|
no_churn
| 0.297216 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Female
| 54 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
54 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
0958f246-325c-4201-89cd-95ddcc2ad80f
|
no_churn
| 0.098192 | 0 |
no_churn
| -0.084484 | -0.007174 | -0.055777 | -0.036089 | -0.036817 | -0.082388 | 0.01553 | 0.038172 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4c031993-19a7-43d5-95fd-2bd592a95a85
|
churn
| 0.311067 | 1 |
churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Male
| 60 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
70c7c7eb-7dca-4075-b63a-ef24b8c89734
|
no_churn
| 0.676861 | 0 |
no_churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e61c75c-18d9-460c-8060-45ab3477aae5
|
churn
| 0.553844 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
23 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2130134a-f215-444a-b0dc-4db2c155aed2
|
no_churn
| 0.083425 | 0 |
no_churn
| -0.126048 | -0.015564 | -0.104089 | -0.023796 | 0.015927 | 0.037207 | -0.023863 | -0.028801 |
Female
| 24 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,034,400 |
15 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f924a047-d9e4-4510-8010-b981c4afdd75
|
churn
| 0.53119 | 1 |
churn
| 0.118438 | 0.000001 | 0.015009 | 0.067474 | 0.091138 | 0.132595 | 0.061071 | 0.101415 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
56bd3ee9-bd2b-42e9-a4ba-f90cc1fc2582
|
churn
| 0.553844 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 28 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,034,400 |
44 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f85684f3-c5df-48de-af79-3e5e5559af45
|
no_churn
| 0.079497 | 0 |
no_churn
| -0.071501 | -0.005878 | -0.006634 | -0.003775 | -0.093643 | -0.030719 | -0.026963 | -0.019915 |
Male
| 70 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
30 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
f43d092a-8919-4379-82a6-a4297d826f5e
|
no_churn
| 0.140454 | 0 |
no_churn
| -0.066348 | -0.006948 | 0.013559 | -0.042359 | -0.064717 | 0.083991 | 0.06189 | 0.045238 |
Female
| 29 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,034,400 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
68b873f2-37c6-4c46-9229-91de49cd569c
|
no_churn
| 0.041098 | 0 |
no_churn
| -0.101318 | -0.004705 | -0.001458 | -0.025671 | -0.000637 | -0.084071 | -0.017107 | -0.034059 |
Female
| 80 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
90c94f09-e3ea-4965-ab07-337dc7526698
|
churn
| 0.842274 | 1 |
churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Female
| 43 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a19a39a3-f557-4888-9d75-2263b79ea611
|
no_churn
| 0.093377 | 0 |
no_churn
| -0.082608 | -0.003036 | -0.070054 | 0.034166 | -0.002816 | -0.106524 | -0.016921 | -0.021234 |
Male
| 80 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
51119be0-100f-4336-bfec-7737820baa34
|
no_churn
| 0.075714 | 0 |
no_churn
| -0.148956 | -0.002495 | 0.003095 | 0.022025 | -0.009761 | -0.129983 | 0.000969 | 0.046794 |
Female
| 56 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
cf305f38-e463-44e1-8dbb-c4a44c25f3e6
|
no_churn
| 0.071687 | 0 |
no_churn
| -0.006763 | -0.003014 | 0.05448 | -0.051736 | 0.005379 | -0.135198 | 0.062672 | 0.065155 |
Male
| 49 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,034,400 |
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
61ef37e1-91d0-4df9-882d-bad80d3e7138
|
no_churn
| 0.009177 | 0 |
no_churn
| -0.02198 | -0.005466 | -0.012312 | -0.060416 | 0.001156 | -0.115768 | -0.019615 | -0.034626 |
Male
| 70 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
0176195f-baaa-474d-8c26-7286e84ca006
|
no_churn
| 0.012124 | 0 |
no_churn
| -0.073609 | -0.003527 | 0.003766 | -0.019467 | 0.004953 | -0.141726 | -0.021021 | -0.018395 |
Female
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
037c22e2-afaa-419c-9915-e842b59756d9
|
no_churn
| 0.014019 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
aeda7723-d79f-4e99-adfc-8693eee655b6
|
no_churn
| 0.124481 | 0 |
no_churn
| -0.104025 | -0.001914 | 0.018559 | -0.008667 | 0.000406 | -0.147097 | -0.002336 | 0.026049 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
654f5bce-5726-491c-8cf9-16152a506329
|
no_churn
| 0.054285 | 0 |
no_churn
| -0.081228 | -0.001732 | 0.019681 | -0.039291 | 0.031298 | -0.224383 | 0.053472 | 0.051157 |
Male
| 51 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,034,400 |
10 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
0754628c-9d9a-4870-9086-07603069969d
|
no_churn
| 0.014881 | 0 |
no_churn
| -0.008952 | -0.004884 | -0.000359 | -0.04597 | -0.021978 | -0.139397 | -0.022261 | -0.025225 |
Male
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
097f42c1-a7e4-4f8e-914a-fecd3fa4770b
|
no_churn
| 0.01593 | 0 |
no_churn
| -0.011337 | -0.002076 | 0.015754 | -0.05245 | 0.007794 | -0.078447 | -0.00938 | -0.010528 |
Male
| 68 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,034,400 |
40 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
48d5a6ec-920f-417c-b0ce-3e60a7019c45
|
no_churn
| 0.070925 | 0 |
no_churn
| -0.001865 | -0.001567 | 0.018307 | 0.052779 | 0.047554 | -0.13404 | -0.022369 | -0.037825 |
Male
| 25 |
No
|
No
|
Medical Leave
|
Urban
|
Master
| 1,672,034,400 |
5 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
141676a7-0fa2-4e47-9997-6bcae90e0865
|
no_churn
| 0.01071 | 0 |
no_churn
| 0.012482 | -0.00514 | -0.013945 | -0.040216 | -0.041718 | -0.121245 | -0.02408 | -0.025164 |
Male
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
32 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ab2cad4-b1d5-4636-a898-8673274a6bb6
|
no_churn
| 0.11483 | 0 |
no_churn
| -0.048708 | -0.003761 | -0.004153 | -0.080429 | 0.041076 | 0.044871 | -0.039738 | -0.058182 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e1fab69-d53a-4e3d-9218-2825b824da4c
|
churn
| 0.198384 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 75 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,034,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
49aadde8-8256-4c81-98d6-315793472b76
|
no_churn
| 0.011927 | 0 |
no_churn
| -0.00658 | -0.004169 | -0.012974 | -0.036127 | -0.040593 | -0.13411 | -0.016987 | -0.017485 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
36 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6fcf04e9-d3df-4e73-9110-fa2e35570686
|
no_churn
| 0.150907 | 0 |
no_churn
| -0.061053 | -0.009262 | -0.03585 | -0.060457 | 0.03158 | 0.047916 | -0.035811 | -0.036089 |
Male
| 24 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
6454015d-26f7-415c-8100-4bc0701a4eff
|
no_churn
| 0.009454 | 0 |
no_churn
| -0.006445 | -0.00438 | -0.026256 | -0.019731 | 0.001609 | -0.148277 | -0.030676 | -0.03487 |
Female
| 25 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Doctor
| 1,672,034,400 |
35 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
9894de03-8987-4ea0-9daa-ac825e163d5b
|
no_churn
| 0.103931 | 0 |
no_churn
| -0.12331 | 0.010523 | 0.002583 | -0.053505 | -0.031077 | -0.105233 | 0.023625 | 0.027368 |
Female
| 66 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
55 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
4b7e1acc-b131-4a63-a9c5-4debd69f0e3a
|
no_churn
| 0.034311 | 0 |
no_churn
| 0.054913 | -0.003486 | -0.000868 | 0.040493 | 0.071454 | -0.009944 | -0.014534 | -0.017055 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
4718e066-69aa-48de-afa1-284e5e5b30f9
|
no_churn
| 0.28761 | 0 |
no_churn
| 0.00862 | -0.00796 | -0.064171 | -0.074699 | -0.183214 | 0.04361 | -0.013037 | 0.031825 |
Female
| 72 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,034,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ddf39fb6-1639-466b-9bef-97e14e1ed33d
|
churn
| 0.41406 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
3 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a60ea55e-fdd3-4cd6-bb77-b307f04e7317
|
churn
| 0.771068 | 1 |
churn
| 0.133638 | 0.105985 | 0.040152 | -0.002117 | 0.032965 | 0.113468 | -0.016079 | -0.003595 |
Female
| 80 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
58 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
449cf7d5-8ba6-4ada-9beb-f0a06208fbae
|
no_churn
| 0.01048 | 0 |
no_churn
| -0.046768 | -0.003818 | -0.01367 | -0.015958 | 0.018005 | -0.105423 | -0.034892 | -0.066501 |
Female
| 26 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
46a42206-5776-4c83-a971-446cffb55d79
|
churn
| 0.488617 | 1 |
churn
| 0.045309 | -0.002493 | 0.131343 | 0.118339 | 0.046064 | 0.145513 | 0.138861 | 0.065419 |
Female
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fdf5dec1-76ad-4a5a-8778-a26207b39dd2
|
no_churn
| 0.52701 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
71 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
11ab15e2-9a7c-4514-9810-df9f6c85aa55
|
no_churn
| 0.026627 | 0 |
no_churn
| -0.159236 | -0.001622 | 0.052775 | 0.025546 | 0.05123 | -0.107305 | 0.096931 | 0.080655 |
Male
| 79 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
7 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e7e68e7-a467-413b-ad0c-e0b08de83b3b
|
churn
| 0.34524 | 1 |
churn
| -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 |
Male
| 43 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
59 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
a2801ab1-6453-4bfb-8035-d4e665644e7e
|
no_churn
| 0.206109 | 0 |
no_churn
| -0.150886 | 0.004415 | -0.001547 | -0.038935 | -0.106863 | 0.044799 | -0.011442 | 0.001433 |
Male
| 23 |
No
|
No
|
Unemployed
|
Rural
|
Doctor
| 1,672,034,400 |
32 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
7d277c03-7a8d-452c-a3ef-b9fdd231e0d9
|
no_churn
| 0.023213 | 0 |
no_churn
| 0.016369 | -0.004948 | -0.021565 | -0.080375 | 0.022325 | -0.125872 | -0.024683 | -0.030279 |
Male
| 38 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
71965475-8383-4966-8069-349791d95af1
|
no_churn
| 0.118199 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
68 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a0e48ace-688d-4ed5-a5aa-aa535fcc3e60
|
no_churn
| 0.15639 | 0 |
no_churn
| -0.11162 | -0.047803 | -0.039168 | -0.041767 | 0.063579 | 0.063563 | 0.06497 | 0.067221 |
Male
| 29 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
7b3c0940-7671-4ec0-a154-6dc3ad0ef1ce
|
no_churn
| 0.014019 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
28 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9bf3bb9d-c1ef-4344-bcf6-0bdb8f9f2557
|
no_churn
| 0.15903 | 0 |
no_churn
| 0.028484 | -0.003533 | 0.019274 | 0.143484 | 0.023129 | 0.087331 | -0.005855 | 0.00866 |
Female
| 47 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,034,400 |
72 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
5deb68a1-25c3-4cb3-ad56-e9d09302df26
|
no_churn
| 0.006923 | 0 |
no_churn
| -0.139694 | -0.000776 | -0.006941 | -0.007007 | 0.020627 | -0.181141 | 0.01866 | 0.037246 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
60 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
6cd8f67e-4751-4b31-960c-b076ed81e271
|
no_churn
| 0.070225 | 0 |
no_churn
| -0.08821 | -0.003252 | -0.002423 | -0.015611 | -0.060399 | -0.123426 | 0.007892 | 0.016403 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
26 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
ba899e09-31f1-4dad-9baf-2ed569c5196e
|
no_churn
| 0.119768 | 0 |
no_churn
| -0.0182 | -0.001423 | -0.045268 | -0.121143 | 0.081026 | -0.160452 | 0.080993 | 0.085442 |
Male
| 24 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,034,400 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
75c68d2f-3f55-4e70-87d6-c1e5c9ddab1e
|
no_churn
| 0.004101 | 0 |
no_churn
| -0.072373 | -0.003802 | -0.00555 | -0.026751 | -0.026511 | -0.108295 | -0.011516 | -0.014228 |
Female
| 55 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c73afea5-f04d-4c7c-b983-8db7be0e9971
|
churn
| 0.594221 | 1 |
churn
| 0.212419 | -0.002908 | -0.014876 | 0.135277 | 0.049925 | 0.14197 | 0.123748 | 0.075418 |
Male
| 77 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
43 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
102ebec9-5ae0-4c4b-bc65-e4beecc2ec4a
|
churn
| 0.369742 | 1 |
churn
| 0.004808 | -0.001434 | 0.027318 | 0.103834 | -0.06845 | 0.000228 | 0.032979 | 0.071691 |
Female
| 49 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
52 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f3e1420-61b7-48fe-a1b4-38d836e52848
|
no_churn
| 0.296162 | 1 |
churn
| -0.006753 | -0.001164 | 0.032308 | 0.129388 | 0.101674 | 0.09736 | -0.004772 | 0.002932 |
Female
| 49 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
19 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
66e71ce3-a399-44ef-9e48-96c0a1409c3b
|
no_churn
| 0.008502 | 0 |
no_churn
| -0.009616 | -0.004189 | 0.007332 | -0.034798 | -0.009784 | -0.130527 | -0.042019 | -0.045427 |
Male
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7949f1d3-258a-452b-a8b8-211934f3f80a
|
no_churn
| 0.00947 | 0 |
no_churn
| -0.071638 | 0.023809 | 0.008599 | -0.022282 | -0.019704 | -0.161279 | -0.013917 | -0.012614 |
Male
| 52 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41993f90-1176-4078-81c2-00b3807f7343
|
no_churn
| 0.52701 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Male
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
26cec75c-fed5-486e-adce-66a1ecb4cec0
|
no_churn
| 0.020444 | 0 |
no_churn
| -0.018793 | -0.006333 | -0.020871 | -0.03929 | -0.001791 | -0.14601 | -0.01631 | -0.019628 |
Male
| 34 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
2 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b8a647fe-d495-47bc-86ac-480682a7ebe1
|
no_churn
| 0.390517 | 0 |
no_churn
| 0.188002 | -0.00563 | 0.036776 | -0.048192 | -0.000087 | 0.107963 | -0.031529 | -0.047151 |
Male
| 77 |
No
|
No
|
Disabled
|
Suburban
|
Doctor
| 1,672,034,400 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b798c696-a848-4c86-b66e-5f76c9d78f42
|
churn
| 0.488617 | 1 |
churn
| 0.045309 | -0.002493 | 0.131343 | 0.118339 | 0.046064 | 0.145513 | 0.138861 | 0.065419 |
Female
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
75e2cc1e-c8f9-4085-9373-ab2f6a5bbef0
|
no_churn
| 0.176715 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 66 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,034,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
c5a80de8-2560-4e3b-bdb5-d08408e1e6ef
|
no_churn
| 0.020591 | 0 |
no_churn
| -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 |
Female
| 77 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
06ff1c17-b72d-414b-892c-023512bf1867
|
churn
| 0.319711 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
ae58f234-27e0-42f8-a3fe-697e59429cd5
|
no_churn
| 0.041098 | 0 |
no_churn
| -0.101318 | -0.004705 | -0.001458 | -0.025671 | -0.000637 | -0.084071 | -0.017107 | -0.034059 |
Male
| 32 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,672,034,400 |
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
22394ead-e271-4398-9666-76b6daa3f569
|
no_churn
| 0.051994 | 0 |
no_churn
| -0.115588 | -0.003566 | 0.012677 | 0.018228 | 0.000134 | -0.106433 | -0.033272 | -0.023706 |
Female
| 80 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
50 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
ad4f362c-cd54-4c31-828f-211c6f060bda
|
no_churn
| 0.02994 | 0 |
no_churn
| -0.070503 | -0.008161 | -0.019469 | -0.029734 | -0.02841 | -0.071868 | -0.021601 | -0.019279 |
Male
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
1ab0bf33-8775-4663-b277-b5552bf1dc32
|
no_churn
| 0.242561 | 0 |
no_churn
| -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 |
Male
| 23 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,034,400 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
9cb488b6-23d2-49ab-9b53-02c80a8ef1fc
|
no_churn
| 0.00947 | 0 |
no_churn
| -0.071638 | 0.023809 | 0.008599 | -0.022282 | -0.019704 | -0.161279 | -0.013917 | -0.012614 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
58 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
ca32c8a6-de60-41f3-a94c-40f3837c84c7
|
churn
| 0.32528 | 1 |
churn
| -0.110536 | -0.003654 | 0.007143 | -0.044482 | -0.042772 | -0.125724 | 0.010342 | 0.050658 |
Male
| 25 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,034,400 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e70c8edb-c284-4873-b92d-dff95ce4c896
|
churn
| 0.311067 | 1 |
churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Male
| 42 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
45 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b6b55e99-b7b4-4e84-949d-0d504735782e
|
no_churn
| 0.23474 | 0 |
no_churn
| -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 |
Male
| 72 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
11 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b0fc3a41-88d5-402e-b12e-7ceda64c4370
|
no_churn
| 0.041813 | 0 |
no_churn
| 0.168761 | 0.145666 | 0.064746 | 0.115528 | 0.088947 | 0.04409 | 0.007624 | 0.005611 |
Female
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b3b86677-8d7e-42e2-8eb3-4da517220cf1
|
churn
| 0.620446 | 1 |
churn
| 0.060678 | -0.00446 | 0.035697 | 0.006216 | 0.058189 | 0.128113 | 0.104341 | 0.035306 |
Female
| 51 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
71 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
23788f73-d857-4950-9fde-caf1722e5873
|
no_churn
| 0.110003 | 0 |
no_churn
| -0.13393 | 0.000423 | -0.004517 | -0.027217 | -0.061245 | -0.071262 | 0.008072 | 0.020649 |
Male
| 34 |
Yes
|
No
|
Disabled
|
Suburban
|
College
| 1,672,034,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e0b2c00a-be3f-43f9-b3b2-00f93d959d5b
|
no_churn
| 0.208954 | 0 |
no_churn
| -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,034,400 |
16 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
ba876758-81e9-43cc-9559-baffdfd1e43b
|
no_churn
| 0.559605 | 0 |
no_churn
| -0.082393 | -0.0102 | -0.050086 | 0.004112 | -0.091566 | 0.03815 | -0.026601 | 0.046557 |
Male
| 65 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
244a00f8-7278-4976-82fb-4b5604ac528d
|
churn
| 0.532673 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 68 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,034,400 |
49 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
e34fe9d5-1a56-49b1-9722-6a441922294f
|
no_churn
| 0.026642 | 0 |
no_churn
| -0.077347 | -0.003698 | -0.008754 | -0.012073 | 0.011237 | -0.048576 | -0.04166 | -0.058156 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
9 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
3f36cb05-bae7-4580-bf95-164d89d5b7f3
|
no_churn
| 0.468481 | 0 |
no_churn
| -0.051002 | -0.006403 | -0.131027 | -0.024186 | -0.03663 | 0.058094 | -0.056881 | -0.010992 |
Female
| 64 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
65 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
b6909e99-4055-49a2-9819-d78c7585dbae
|
churn
| 0.196242 | 0 |
no_churn
| -0.104438 | -0.002512 | 0.013105 | 0.012072 | -0.14043 | -0.120208 | 0.038338 | 0.045047 |
Female
| 63 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
21 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cbfe2427-6a23-4f23-80a2-4868b3cdc918
|
no_churn
| 0.044056 | 0 |
no_churn
| -0.058537 | -0.005389 | -0.018694 | -0.061305 | -0.047326 | 0.047343 | -0.050514 | -0.054605 |
Male
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
29 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5225400f-2037-4f24-b688-395ae446de31
|
no_churn
| 0.144783 | 0 |
no_churn
| -0.091788 | -0.017439 | -0.027365 | -0.115378 | 0.028091 | 0.042683 | -0.031386 | -0.046445 |
Female
| 27 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
40 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a32fb9a9-6217-4f88-8dd6-894722fd2e9e
|
no_churn
| 0.007906 | 0 |
no_churn
| -0.01096 | -0.003737 | 0.002645 | -0.000048 | 0.028795 | -0.209557 | -0.024923 | -0.04124 |
Female
| 46 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
63 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
59d4dcb0-8f0a-45fd-9d6d-3347174f9c7e
|
churn
| 0.004314 | 0 |
no_churn
| -0.06761 | -0.003872 | 0.003077 | -0.032231 | 0.00496 | -0.127746 | -0.021033 | -0.024571 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f06258b9-3fff-4a9f-8bf5-f14d6f6caca5
|
churn
| 0.307732 | 1 |
churn
| -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,034,400 |
1 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d3e4dca-b95a-4983-bdd6-9bdc3751d0c6
|
no_churn
| 0.487932 | 0 |
no_churn
| 0.190371 | 0.047002 | 0.011085 | -0.179517 | -0.028761 | 0.111959 | -0.037818 | -0.047144 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
162b8c8d-7dfa-4c32-946f-e2de0dbc2a65
|
churn
| 0.506252 | 1 |
churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 69 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30e6ad70-0ec1-4759-a95a-234c9ac37e06
|
churn
| 0.70268 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Female
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
739b0a12-c8c6-4453-9edb-852215a51ef5
|
no_churn
| 0.489647 | 0 |
no_churn
| -0.188533 | -0.002565 | 0.055552 | -0.067166 | -0.008758 | 0.062453 | -0.02379 | -0.037718 |
Female
| 35 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9a00b693-6730-4536-b858-844274ce3675
|
no_churn
| 0.115521 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 56 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
34 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1ab17876-d039-4015-b468-e4d7735bd52c
|
no_churn
| 0.171996 | 0 |
no_churn
| -0.094012 | -0.008419 | -0.0233 | -0.096567 | -0.027475 | 0.032023 | -0.033092 | -0.018185 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
8dcdeb0d-0d4f-4470-8a0d-efb270e0f68e
|
no_churn
| 0.029407 | 0 |
no_churn
| -0.055887 | -0.003847 | -0.020632 | -0.024445 | -0.018167 | -0.104664 | -0.020858 | -0.020528 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
23 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e462f64-a166-4a52-83e0-e41138e65f6d
|
no_churn
| 0.083425 | 0 |
no_churn
| -0.126048 | -0.015564 | -0.104089 | -0.023796 | 0.015927 | 0.037207 | -0.023863 | -0.028801 |
Male
| 36 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,034,400 |
28 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
fc10e0a2-3047-40b4-a639-562bfcb1b80f
|
churn
| 0.538202 | 1 |
churn
| 0.021455 | -0.000679 | 0.089928 | 0.112954 | -0.07984 | 0.113718 | 0.126539 | 0.087732 |
Male
| 34 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e1e2565-d91f-4003-bd58-ce87da854c02
|
no_churn
| 0.572417 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 28 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,034,400 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
bd24a468-af03-4f3b-9c2a-97009430465e
|
no_churn
| 0.198533 | 0 |
no_churn
| -0.09506 | -0.002136 | -0.047546 | -0.035529 | 0.052162 | -0.055994 | 0.051279 | 0.061163 |
Male
| 41 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
41112af2-5a79-474d-8727-ba5270a012e8
|
no_churn
| 0.009454 | 0 |
no_churn
| -0.006445 | -0.00438 | -0.026256 | -0.019731 | 0.001609 | -0.148277 | -0.030676 | -0.03487 |
Male
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
53 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
b81fd249-3507-4af9-99f8-51f8bc1d22f3
|
no_churn
| 0.149078 | 0 |
no_churn
| -0.062226 | -0.003236 | -0.003951 | -0.00015 | 0.054549 | -0.109772 | -0.066602 | -0.001804 |
Female
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
2e9042ec-35a8-4f6e-b99c-7b4c93fa499a
|
no_churn
| 0.029407 | 0 |
no_churn
| -0.055887 | -0.003847 | -0.020632 | -0.024445 | -0.018167 | -0.104664 | -0.020858 | -0.020528 |
Female
| 33 |
No
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,672,034,400 |
5 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
33a999e1-5b9e-4235-bd04-663aaa469846
|
no_churn
| 0.01071 | 0 |
no_churn
| 0.012482 | -0.00514 | -0.013945 | -0.040216 | -0.041718 | -0.121245 | -0.02408 | -0.025164 |
Male
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5a8f17ce-a05d-42af-af70-99d2c45749d9
|
no_churn
| 0.176715 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 62 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,034,400 |
59 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
6c594ea4-b16a-44e5-9732-893c54fc861f
|
no_churn
| 0.206109 | 0 |
no_churn
| -0.150886 | 0.004415 | -0.001547 | -0.038935 | -0.106863 | 0.044799 | -0.011442 | 0.001433 |
Female
| 29 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
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