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
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| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
0.39
| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
0.17
| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
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80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
values | EmploymentStatus
stringclasses 5
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stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e7ec0df3-be2d-45a2-960b-370b6c318c14
|
no_churn
| 0.302077 | 0 |
no_churn
| -0.180149 | -0.010301 | -0.103829 | 0.040856 | 0.001417 | 0.048999 | -0.040693 | -0.025325 |
Female
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
50c33a89-a17f-4485-8723-47328d19fdd0
|
churn
| 0.622269 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 76 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,639,200 |
13 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
217a6362-c400-4b31-afeb-c08c10e2b857
|
churn
| 0.27439 | 1 |
churn
| 0.146118 | -0.005223 | 0.04729 | -0.000691 | 0.134896 | 0.144044 | 0.141245 | 0.123294 |
Male
| 55 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e9370cf-851f-4325-8b13-d882f5066bcd
|
no_churn
| 0.482304 | 0 |
no_churn
| 0.097429 | -0.005818 | 0.077577 | 0.151973 | 0.084703 | 0.13934 | -0.023893 | -0.038598 |
Female
| 57 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4ded82af-634f-438e-9c7f-6aaf87aaf8b2
|
no_churn
| 0.759721 | 0 |
no_churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Male
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0354ef3c-0cb2-4215-ab46-b87d43d6ba2e
|
no_churn
| 0.857863 | 0 |
no_churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 61 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
60 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
4307672a-41ee-45c2-b1aa-9e5ccb988af7
|
churn
| 0.036801 | 0 |
no_churn
| -0.11355 | -0.006831 | -0.079295 | -0.005175 | -0.086435 | 0.035287 | -0.006609 | -0.006419 |
Male
| 73 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,672,639,200 |
38 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
483816ba-d1f2-464b-9b06-fd1587d5e03c
|
churn
| 0.471514 | 1 |
churn
| -0.193367 | -0.006486 | 0.041314 | -0.004618 | 0.020141 | 0.063874 | 0.019068 | 0.011047 |
Female
| 32 |
No
|
No
|
Retired
|
Rural
|
College
| 1,672,639,200 |
3 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1327e212-dca4-479f-9312-b89dcb8d735a
|
no_churn
| 0.668267 | 0 |
no_churn
| 0.133638 | 0.105985 | 0.040152 | -0.002117 | 0.032965 | 0.113468 | -0.016079 | -0.003595 |
Female
| 38 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,639,200 |
8 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
cfb6ec93-c02a-4609-97b4-898d0cb4158e
|
no_churn
| 0.266397 | 0 |
no_churn
| 0.160797 | -0.002507 | -0.039582 | -0.034576 | 0.145506 | 0.13217 | 0.157672 | 0.12416 |
Male
| 42 |
No
|
No
|
Retired
|
Urban
|
Bachelor
| 1,672,639,200 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e80dc37-621e-424e-9f13-021fe3cb36df
|
no_churn
| 0.407741 | 0 |
no_churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Female
| 74 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,639,200 |
44 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
0ec01b20-7ab7-41af-812a-aa51b7619287
|
no_churn
| 0.04841 | 0 |
no_churn
| -0.195704 | -0.006199 | -0.091709 | -0.008241 | -0.005789 | 0.040497 | 0.015979 | 0.04814 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
24 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
514d85c5-7034-481b-99cb-7a3661aef4f6
|
no_churn
| 0.302077 | 0 |
no_churn
| -0.180149 | -0.010301 | -0.103829 | 0.040856 | 0.001417 | 0.048999 | -0.040693 | -0.025325 |
Male
| 49 |
Yes
|
No
|
Medical Leave
|
Urban
|
College
| 1,672,639,200 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
8a18c589-6987-4bc9-a7af-c9da0bbbd9c2
|
no_churn
| 0.578098 | 0 |
no_churn
| 0.238836 | -0.002972 | -0.045752 | -0.105542 | 0.059929 | 0.139861 | 0.087084 | 0.09753 |
Female
| 27 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,639,200 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4cdb3fc6-a74d-49d9-a8c4-b19c5f3d2c1b
|
churn
| 0.615696 | 1 |
churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Male
| 79 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a570d717-48d1-415a-a5ab-03c65481065a
|
churn
| 0.881634 | 1 |
churn
| 0.33268 | -0.004458 | -0.016117 | -0.015244 | 0.06118 | 0.16609 | 0.11792 | 0.088923 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8923d9a6-ed63-477d-8ada-503e63f2e968
|
churn
| 0.33245 | 1 |
churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aa52da9f-9009-42d3-a1a0-14d045ace862
|
no_churn
| 0.177324 | 0 |
no_churn
| 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 |
Female
| 34 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,639,200 |
29 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ce82d23-b352-429d-8908-118ec9f6ad25
|
churn
| 0.201286 | 1 |
churn
| -0.063107 | 0.028104 | 0.010186 | -0.203325 | 0.027423 | 0.061825 | -0.038807 | -0.051325 |
Male
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
66 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1ab99a1e-b71f-44ef-b7d9-05d50fcec529
|
no_churn
| 0.090407 | 0 |
no_churn
| -0.074221 | -0.003858 | 0.03905 | 0.066419 | -0.112151 | 0.057007 | 0.001935 | -0.007492 |
Male
| 80 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
1 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a082affc-494f-473a-bc95-22e18e613ff3
|
churn
| 0.823677 | 1 |
churn
| 0.240205 | 0.00828 | -0.023043 | 0.001246 | 0.01279 | 0.152478 | 0.077322 | 0.092529 |
Male
| 36 |
Yes
|
No
|
Retired
|
Rural
|
Bachelor
| 1,672,639,200 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
706f6825-258d-4156-be3e-94dcc04d8fed
|
no_churn
| 0.267558 | 0 |
no_churn
| -0.141075 | -0.004719 | 0.021303 | -0.036572 | 0.035981 | 0.04976 | -0.043901 | 0.076149 |
Male
| 22 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,639,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7f9bcd25-83ac-4fa3-90f2-52bf73f8cc7a
|
no_churn
| 0.00186 | 0 |
no_churn
| -0.06091 | -0.003353 | -0.013412 | -0.023763 | -0.013424 | -0.128531 | -0.011166 | -0.014467 |
Female
| 27 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb3a8ff1-8ed8-4324-8558-2e454c2cf23f
|
churn
| 0.521041 | 1 |
churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
6539f5ca-7612-44af-ad47-beb3ef97933e
|
no_churn
| 0.058903 | 0 |
no_churn
| -0.035399 | -0.001848 | 0.042522 | 0.016034 | -0.028455 | -0.130052 | -0.002888 | -0.02144 |
Female
| 54 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f7dd8e2-09b1-43cb-a3da-41a086c96b6b
|
no_churn
| 0.140757 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
60 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
6f47b616-d9ac-430c-9eb6-ab6e4723ee07
|
no_churn
| 0.036801 | 0 |
no_churn
| -0.11355 | -0.006831 | -0.079295 | -0.005175 | -0.086435 | 0.035287 | -0.006609 | -0.006419 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
12 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb7d999c-fc82-4d43-97a2-68cbbe1bcae7
|
churn
| 0.225819 | 1 |
churn
| 0.064203 | -0.003324 | 0.000602 | -0.040239 | -0.088439 | 0.072692 | -0.034183 | -0.054836 |
Female
| 58 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f3888b7c-9a5e-4c8a-85e3-93661a2a82e8
|
churn
| 0.818874 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 38 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
8 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8e146f0d-149c-487b-b7ab-6c98ba94d71a
|
no_churn
| 0.012666 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 21 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
24 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f375fbdc-6714-47a2-8bd0-5de44a47895c
|
no_churn
| 0.302077 | 0 |
no_churn
| -0.180149 | -0.010301 | -0.103829 | 0.040856 | 0.001417 | 0.048999 | -0.040693 | -0.025325 |
Female
| 35 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
311f8062-65df-47b9-903e-1116b33f6a50
|
no_churn
| 0.759721 | 0 |
no_churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Female
| 73 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
c03fc90c-3f54-4965-b422-10f3ffc18081
|
no_churn
| 0.109087 | 0 |
no_churn
| -0.0501 | -0.004782 | -0.107539 | -0.069049 | -0.134896 | 0.05464 | 0.060608 | 0.022091 |
Female
| 21 |
No
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,639,200 |
50 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
69357999-ce28-42f6-8b26-544f8da1041e
|
no_churn
| 0.234037 | 0 |
no_churn
| -0.062793 | -0.004473 | 0.03611 | -0.037953 | -0.036681 | -0.198874 | 0.032832 | 0.032806 |
Male
| 67 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
49 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
277582f5-adf5-4fc9-9ea1-1f3131ba2ef5
|
no_churn
| 0.026379 | 0 |
no_churn
| -0.149742 | -0.002965 | -0.013691 | -0.065743 | 0.0701 | 0.066229 | 0.049247 | 0.087539 |
Male
| 44 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
31 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f782c211-9183-4026-82b0-86695c1ecf52
|
no_churn
| 0.046679 | 0 |
no_churn
| -0.02748 | -0.002235 | -0.036935 | -0.01902 | -0.004733 | 0.096588 | 0.090738 | 0.02455 |
Male
| 61 |
No
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,672,639,200 |
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
067679bc-c78b-45aa-bf51-4515532d725f
|
no_churn
| 0.151535 | 0 |
no_churn
| -0.293315 | -0.005002 | 0.020104 | -0.046437 | 0.021665 | 0.01443 | 0.007503 | 0.012026 |
Female
| 25 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,639,200 |
52 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
7fede039-1aff-407c-bd1e-1a6e0034fc5b
|
no_churn
| 0.027387 | 0 |
no_churn
| -0.08837 | -0.00356 | -0.005738 | -0.026052 | -0.024701 | -0.048042 | -0.025529 | -0.027034 |
Female
| 44 |
No
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,639,200 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
42a5d1e8-eda1-4bba-ad38-bba7b86e1b83
|
churn
| 0.524446 | 1 |
churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Male
| 37 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,639,200 |
29 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
2ae86ce0-31ba-4701-8380-81a55a682dfa
|
no_churn
| 0.269444 | 0 |
no_churn
| -0.03127 | -0.004849 | 0.051746 | -0.016763 | 0.138511 | 0.065894 | 0.122955 | 0.101631 |
Male
| 48 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d0c848f7-64c5-4253-bdd0-f9389f7fc4af
|
churn
| 0.467599 | 1 |
churn
| 0.128661 | -0.002105 | 0.09974 | 0.056398 | 0.093778 | 0.146736 | 0.077356 | 0.043742 |
Male
| 62 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
1 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ecbe8dc3-57a5-49ed-96c8-3e089604f3ac
|
churn
| 0.917107 | 1 |
churn
| 0.290715 | -0.001972 | 0.055719 | -0.044387 | 0.069005 | 0.15692 | 0.094683 | 0.10029 |
Male
| 20 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,639,200 |
23 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d1cfa51f-01d5-42da-8de1-e4872366e84f
|
no_churn
| 0.016089 | 0 |
no_churn
| -0.126048 | -0.015564 | -0.104089 | -0.023796 | 0.015927 | 0.037207 | -0.023863 | -0.028801 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
8339164d-106d-4681-bc10-13115f3fe830
|
no_churn
| 0.173436 | 0 |
no_churn
| -0.129289 | -0.003315 | 0.023721 | 0.021796 | -0.095194 | 0.049933 | 0.017873 | 0.025449 |
Female
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
78e8f77b-feaf-4424-a5a8-b0bd41bfae77
|
churn
| 0.6718 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 75 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,639,200 |
61 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f989e4f6-6ac8-4ec5-b0b6-a1b33603863b
|
no_churn
| 0.028614 | 0 |
no_churn
| -0.054998 | -0.001454 | 0.007248 | 0.010658 | -0.042005 | 0.054067 | -0.03984 | -0.042703 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
50 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
75e28d5d-66ca-467d-8033-b3969eaf93b8
|
no_churn
| 0.105777 | 0 |
no_churn
| -0.052579 | -0.012464 | 0.002487 | -0.059211 | -0.068583 | -0.06567 | 0.057019 | 0.041308 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
e18d934d-c9de-487a-9b58-bf9d54a5bd30
|
no_churn
| 0.267947 | 0 |
no_churn
| -0.000235 | -0.009021 | -0.078721 | -0.049015 | -0.157391 | 0.043609 | 0.057975 | 0.043771 |
Male
| 44 |
Yes
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,725,600 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
08247c12-f616-476d-b64f-a778cd00549f
|
no_churn
| 0.004667 | 0 |
no_churn
| -0.094872 | -0.001134 | 0.032608 | -0.011939 | -0.054917 | 0.076466 | 0.047138 | 0.047623 |
Male
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
38fc1461-023a-4a05-816a-8dc6d25f0843
|
no_churn
| 0.022674 | 0 |
no_churn
| -0.104226 | -0.00588 | 0.009917 | -0.050638 | -0.130272 | 0.044567 | 0.022986 | 0.042853 |
Female
| 68 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,725,600 |
58 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
2e2785dd-b636-42ec-a4f8-0f2d7c0fcb66
|
no_churn
| 0.072272 | 0 |
no_churn
| -0.083361 | -0.005207 | -0.050559 | -0.031708 | -0.058232 | -0.059332 | 0.019329 | 0.030044 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
5aa11fce-c32a-42aa-a9eb-4c23e80614d8
|
no_churn
| 0.015836 | 0 |
no_churn
| -0.028884 | -0.000254 | 0.000975 | -0.003963 | 0.075281 | -0.169745 | -0.00095 | 0.068513 |
Male
| 45 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
35 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
d4e572ad-d930-4729-b6d9-17ba459d1f1f
|
churn
| 0.12665 | 1 |
churn
| -0.02983 | 0.000849 | 0.090279 | 0.056431 | 0.122243 | 0.079472 | 0.149422 | 0.102109 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,725,600 |
9 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
61720f9c-9428-4541-b50e-a6e7de289323
|
churn
| 0.327216 | 1 |
churn
| 0.09145 | 0.021261 | -0.01114 | 0.004869 | 0.062872 | 0.137408 | 0.100156 | 0.025599 |
Female
| 50 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,725,600 |
24 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
2fd5352c-5f7d-42c3-8ebc-2f471a6991fc
|
no_churn
| 0.016091 | 0 |
no_churn
| 0.003487 | 0.008605 | -0.025729 | 0.042203 | 0.078116 | -0.162535 | 0.051933 | 0.057394 |
Female
| 72 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,725,600 |
69 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
8a33a29c-23d7-4227-99eb-8004cf82a3ad
|
no_churn
| 0.028652 | 0 |
no_churn
| -0.066666 | -0.005138 | 0.01769 | -0.052826 | -0.149819 | 0.04196 | 0.028403 | 0.04237 |
Female
| 75 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
65 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
f53563e6-d457-4769-8b3f-6dfaa3b2e9ad
|
no_churn
| 0.010056 | 0 |
no_churn
| -0.10446 | -0.001181 | -0.026881 | -0.001467 | 0.016475 | -0.220725 | 0.033658 | 0.045556 |
Female
| 61 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
16 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
7197caac-e9a7-40fb-9eca-bb851fd866a5
|
no_churn
| 0.013267 | 0 |
no_churn
| 0.030639 | -0.002214 | -0.04027 | -0.008665 | 0.061601 | -0.188963 | 0.037731 | 0.050615 |
Male
| 56 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
49 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
ce26d624-e048-4009-8568-711a9832f48d
|
no_churn
| 0.041514 | 0 |
no_churn
| -0.076812 | -0.001174 | 0.055951 | 0.02363 | 0.040605 | 0.114176 | 0.017626 | 0.026469 |
Male
| 20 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
087d272c-3528-49cc-bafc-2e6a5d5697ca
|
no_churn
| 0.103956 | 0 |
no_churn
| -0.080782 | -0.007018 | -0.043093 | -0.023667 | -0.05247 | 0.067478 | 0.062286 | 0.031574 |
Female
| 43 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,725,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
c817ceea-1788-4725-9f6a-150c9cc41405
|
no_churn
| 0.002697 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
25 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
142c0ca8-a8aa-4117-a769-c91b6b2949ff
|
no_churn
| 0.098061 | 0 |
no_churn
| -0.143309 | 0.024934 | -0.007773 | -0.033535 | -0.116268 | 0.077993 | -0.011946 | 0.040878 |
Male
| 74 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,725,600 |
26 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
44c78ada-3178-41d9-b1c9-7f70a0a37679
|
no_churn
| 0.129214 | 0 |
no_churn
| -0.100311 | -0.009115 | -0.035654 | 0.001839 | -0.116212 | 0.060765 | 0.063733 | 0.049929 |
Female
| 32 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
38 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
9827e9e3-be25-4060-bc5e-5d94aed53e61
|
churn
| 0.140037 | 1 |
churn
| 0.001872 | -0.009371 | -0.016935 | -0.005409 | 0.041561 | 0.091509 | 0.083655 | 0.046711 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
18 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aadcef6e-a6b9-4e88-a7c4-718301eac01b
|
no_churn
| 0.121843 | 0 |
no_churn
| -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 |
Male
| 56 |
No
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,672,725,600 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5b2f40f0-c11a-4cde-a518-43a5102b72af
|
no_churn
| 0.239706 | 0 |
no_churn
| 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 |
Female
| 57 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
5 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5869d191-5883-4424-9f5d-ae36c180134e
|
no_churn
| 0.27579 | 0 |
no_churn
| -0.000893 | -0.020225 | -0.090986 | -0.060594 | -0.060785 | 0.047495 | -0.042813 | -0.036378 |
Female
| 43 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,725,600 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8ab200bc-7319-4162-90ea-678cf0c706a7
|
no_churn
| 0.037503 | 0 |
no_churn
| -0.061734 | -0.0074 | -0.014817 | -0.027343 | 0.009058 | -0.080146 | -0.044323 | -0.042322 |
Male
| 33 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
23 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
580e0d63-aabc-4cf1-be72-27dc75997e6e
|
no_churn
| 0.04984 | 0 |
no_churn
| -0.064159 | -0.006181 | -0.041359 | -0.017765 | 0.002849 | -0.073758 | -0.032963 | -0.035689 |
Female
| 72 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,725,600 |
23 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ffed227f-4c86-4479-a917-37860f381c07
|
no_churn
| 0.011827 | 0 |
no_churn
| 0.02377 | 0.16532 | 0.048574 | 0.06438 | 0.130257 | 0.123741 | 0.00558 | -0.000649 |
Female
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,725,600 |
25 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef7a9e42-7eca-4763-8a4c-1ecb9050cc0e
|
churn
| 0.06653 | 1 |
churn
| -0.067593 | -0.006543 | -0.033364 | -0.104445 | 0.020335 | 0.035294 | -0.053048 | -0.049661 |
Male
| 30 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,725,600 |
4 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f88dae45-3705-46a4-971c-a1175ae96ba1
|
no_churn
| 0.280309 | 0 |
no_churn
| 0.0925 | -0.01456 | -0.001608 | -0.104887 | -0.116356 | 0.073357 | -0.032269 | -0.02286 |
Male
| 51 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,672,725,600 |
59 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d8f2c7e7-8d43-43ec-a597-880e873f9927
|
no_churn
| 0.011918 | 0 |
no_churn
| -0.072395 | -0.007852 | 0.009029 | -0.06127 | -0.066545 | 0.038931 | -0.020358 | -0.008568 |
Female
| 68 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,725,600 |
53 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5de8339f-a82c-4511-995f-3a1ddaf774e3
|
no_churn
| 0.066659 | 0 |
no_churn
| -0.109769 | -0.004969 | -0.044453 | -0.061372 | 0.021323 | 0.027352 | -0.045031 | -0.052107 |
Male
| 73 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,725,600 |
36 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
f49a36e6-57d1-4dc2-8640-2a9b8b560887
|
no_churn
| 0.063316 | 0 |
no_churn
| -0.040159 | -0.006634 | -0.015928 | -0.114091 | 0.015486 | -0.064179 | -0.012427 | -0.031094 |
Male
| 78 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,725,600 |
55 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
95b90a56-520a-4ef7-8214-ea5e61dd61ad
|
churn
| 0.044972 | 1 |
churn
| 0.034916 | 0.000942 | 0.012452 | 0.030286 | 0.024411 | -0.026055 | -0.004122 | -0.00119 |
Male
| 80 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
19 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5092cba6-420e-4cbb-b604-b80474ea4dbe
|
no_churn
| 0.18297 | 0 |
no_churn
| -0.01306 | -0.006277 | -0.102139 | -0.01234 | -0.052452 | 0.029748 | -0.026699 | -0.028305 |
Female
| 63 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
70 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
76309b56-d81d-45ea-9f4a-4ed1f5f6f4a2
|
no_churn
| 0.017108 | 0 |
no_churn
| -0.098543 | -0.002921 | -0.012031 | -0.054569 | 0.002218 | 0.050972 | -0.029663 | -0.049488 |
Female
| 22 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,725,600 |
66 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
5e812632-8df5-48e0-a165-037ecb27c3db
|
no_churn
| 0.006829 | 0 |
no_churn
| -0.034379 | -0.00303 | -0.03278 | -0.019049 | -0.000836 | -0.127771 | -0.021923 | -0.029259 |
Male
| 44 |
No
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,672,725,600 |
37 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
bd39052e-f621-4a09-94be-e69cf54e8ed4
|
no_churn
| 0.071517 | 0 |
no_churn
| -0.061432 | 0.022312 | 0.002397 | -0.035342 | -0.03896 | -0.127229 | -0.013491 | -0.01728 |
Female
| 38 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,725,600 |
4 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b4e55a1f-8ae2-453f-b1a0-2d57e538009a
|
no_churn
| 0.243459 | 0 |
no_churn
| 0.157525 | 0.066548 | 0.037229 | -0.059335 | -0.025146 | 0.112588 | -0.028306 | 0.004601 |
Male
| 58 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,725,600 |
19 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
20d87a42-3331-45e8-bb8e-15c8e5178aa7
|
no_churn
| 0.109047 | 0 |
no_churn
| -0.059182 | -0.011887 | -0.009676 | -0.052276 | -0.036763 | 0.042145 | -0.03913 | -0.031008 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,725,600 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7712df7f-308b-429e-8acd-03f98f535d53
|
no_churn
| 0.202959 | 0 |
no_churn
| 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 |
Female
| 27 |
No
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,725,600 |
23 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
89d7d38d-f689-41fa-bc85-ba7f31eb4115
|
no_churn
| 0.016058 | 0 |
no_churn
| -0.110315 | 0.04116 | -0.004746 | -0.04916 | -0.117344 | 0.052033 | -0.023264 | -0.05739 |
Male
| 61 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,672,725,600 |
28 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
0653e217-9568-42c2-9f9d-56a437b46b79
|
no_churn
| 0.035216 | 0 |
no_churn
| -0.080501 | 0.015784 | 0.00246 | -0.032034 | -0.033452 | -0.097326 | -0.015787 | -0.018169 |
Male
| 71 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,725,600 |
28 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
cc2eef29-50f8-448a-b016-90527ee0f1c1
|
no_churn
| 0.601769 | 1 |
churn
| 0.063273 | -0.000354 | 0.059116 | -0.02341 | 0.165842 | 0.131523 | 0.130482 | 0.144502 |
Female
| 78 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
040bdf8e-c4e1-4e2f-86ea-f905d92d968e
|
no_churn
| 0.025329 | 0 |
no_churn
| -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 |
Female
| 29 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
45 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
823384b8-5121-428e-b514-439492333562
|
no_churn
| 0.242238 | 0 |
no_churn
| -0.211794 | -0.00285 | -0.002738 | -0.161126 | 0.046349 | -0.002476 | 0.060973 | 0.044636 |
Female
| 37 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d52102b2-5f86-4baa-8d62-a41bbccff1db
|
no_churn
| 0.028941 | 0 |
no_churn
| -0.157881 | -0.001421 | 0.000059 | 0.019457 | -0.094388 | 0.046641 | 0.083379 | 0.058463 |
Female
| 69 |
Yes
|
No
|
Retired
|
Suburban
|
College
| 1,672,725,600 |
68 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
2f290853-1d5e-48fe-a43a-a829648e5c7b
|
churn
| 0.128557 | 0 |
no_churn
| -0.04879 | 0.001423 | 0.077058 | 0.083813 | -0.089017 | 0.067382 | 0.112088 | 0.097018 |
Male
| 75 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
15d1deeb-02be-4e7e-a107-0604df14a414
|
no_churn
| 0.24827 | 0 |
no_churn
| -0.003821 | -0.000635 | 0.031293 | 0.036592 | 0.130052 | 0.115984 | 0.045255 | 0.019588 |
Male
| 44 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
82973a18-c87f-4928-9ed1-f66c3811a709
|
churn
| 0.014194 | 0 |
no_churn
| -0.167514 | -0.000096 | 0.035549 | -0.006678 | 0.036466 | 0.119121 | 0.124469 | 0.120989 |
Male
| 64 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,725,600 |
65 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
95dc2b85-40f7-4e9e-b4d8-084936154efd
|
churn
| 0.337956 | 1 |
churn
| -0.191967 | 0.000053 | -0.01802 | -0.007005 | 0.02629 | 0.038686 | 0.04953 | 0.086075 |
Female
| 23 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
20 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
5601a656-ed9b-4944-907d-2f9e91237516
|
no_churn
| 0.263838 | 0 |
no_churn
| -0.097144 | -0.011384 | 0.001855 | -0.088234 | -0.194627 | 0.053488 | 0.057663 | 0.058024 |
Male
| 39 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
002cfe5a-89f6-4417-8f8c-6f0f6a72ef15
|
no_churn
| 0.052584 | 0 |
no_churn
| -0.204567 | -0.005431 | -0.001963 | -0.003851 | -0.029792 | 0.047056 | -0.021316 | 0.051749 |
Female
| 62 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,725,600 |
33 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
0d05aea7-6bf2-4257-84b3-2f5213d69502
|
no_churn
| 0.134825 | 0 |
no_churn
| -0.049061 | -0.0023 | -0.057271 | -0.038853 | -0.061976 | -0.051929 | 0.017413 | 0.044951 |
Male
| 67 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,725,600 |
54 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
87c8f149-de2e-463d-b8b8-b04e14598e02
|
no_churn
| 0.111682 | 0 |
no_churn
| -0.004151 | -0.002856 | 0.058535 | 0.084981 | 0.167918 | 0.093818 | 0.13354 | 0.04252 |
Male
| 78 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
aa2fcdb1-8ff6-404e-87bc-153493e5eb9d
|
no_churn
| 0.024942 | 0 |
no_churn
| -0.264017 | -0.002319 | -0.018332 | -0.064339 | 0.01517 | 0.062642 | -0.036577 | 0.058746 |
Female
| 26 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,725,600 |
65 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
c3480ee5-b95c-4a29-8e7e-f31f3f9b0834
|
no_churn
| 0.227148 | 0 |
no_churn
| -0.152702 | -0.001474 | 0.046244 | -0.072226 | 0.00292 | -0.038863 | -0.026198 | -0.006728 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,725,600 |
49 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
2da257af-6b1d-4073-a185-93e6079207d3
|
no_churn
| 0.195363 | 0 |
no_churn
| -0.066037 | -0.002532 | 0.034675 | 0.072753 | -0.031928 | 0.065144 | 0.081395 | 0.047336 |
Male
| 38 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
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