Tenure
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| PhoneService
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values | MultipleLines
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values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
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| prediction_label
stringclasses 2
values | prediction_score
float64 0
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| actual_score
int64 0
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| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
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| shap/PhoneService
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| shap/MultipleLines
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| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
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80
| Dependents
stringclasses 2
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
53 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4b22ee4-fb74-4e5f-949f-cd5cbe213955
|
no_churn
| 0.084328 | 0 |
no_churn
| -0.171173 | -0.004324 | -0.078551 | 0.028725 | 0.031743 | 0.029432 | -0.02295 | -0.021928 |
Male
| 68 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,688,800 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
0af0f412-e1a2-4592-9c97-f8d01252ad20
|
churn
| 0.604557 | 1 |
churn
| 0.03926 | -0.004494 | -0.080147 | -0.072513 | 0.10397 | 0.097524 | 0.015218 | 0.09731 |
Female
| 37 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,688,800 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
c946aab0-4c47-45d1-b82a-13881844c987
|
no_churn
| 0.110508 | 0 |
no_churn
| -0.049081 | -0.004439 | -0.019843 | -0.047831 | 0.022635 | -0.105128 | -0.023235 | -0.022104 |
Female
| 48 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,688,800 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d492edf1-791d-414b-857d-d0954199666d
|
churn
| 0.812514 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Male
| 28 |
No
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,671,688,800 |
8 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c46b1c7-270e-4d9d-b881-f1926aa1ddd5
|
churn
| 0.206629 | 1 |
churn
| -0.033422 | 0.02942 | 0.009027 | -0.054485 | -0.202914 | 0.0556 | -0.026206 | -0.036046 |
Female
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,688,800 |
46 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
939e6b15-cdb4-414b-845e-18f747ad6655
|
no_churn
| 0.066926 | 0 |
no_churn
| -0.073323 | 0.029632 | 0.005044 | -0.035333 | -0.066887 | -0.054076 | -0.03153 | -0.022553 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,688,800 |
69 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9a43da0d-5c49-4900-8bc3-d03aa8d6105e
|
no_churn
| 0.012011 | 0 |
no_churn
| -0.057608 | -0.003558 | -0.021153 | -0.018399 | 0.002759 | -0.127644 | -0.018272 | -0.025151 |
Male
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
33 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5dd017e0-1b6e-469b-8cec-f26ea21a6893
|
no_churn
| 0.170904 | 0 |
no_churn
| -0.055401 | -0.004044 | 0.011123 | -0.142355 | 0.036994 | 0.039038 | -0.055557 | -0.068824 |
Male
| 79 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,688,800 |
60 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
67063bd3-58de-4dac-8357-38e7b7552c49
|
no_churn
| 0.100375 | 0 |
no_churn
| -0.070401 | -0.001932 | -0.007241 | -0.014058 | 0.05317 | -0.198918 | 0.048848 | 0.051505 |
Male
| 30 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,688,800 |
8 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
36f682d9-aaf4-443f-933a-602709e867df
|
churn
| 0.206629 | 1 |
churn
| -0.033422 | 0.02942 | 0.009027 | -0.054485 | -0.202914 | 0.0556 | -0.026206 | -0.036046 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,688,800 |
31 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
caa9097a-9a45-48b1-ada8-6b13dcec1d39
|
no_churn
| 0.049411 | 0 |
no_churn
| -0.066243 | -0.008273 | -0.039115 | -0.060907 | -0.085675 | 0.05607 | -0.020503 | -0.044379 |
Female
| 26 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,688,800 |
12 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
ef2c4e97-6347-40b5-905e-8589a603d355
|
no_churn
| 0.130379 | 0 |
no_churn
| -0.006926 | 0.023018 | 0.011707 | -0.040196 | 0.024381 | -0.069115 | -0.016605 | -0.025289 |
Female
| 58 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,688,800 |
42 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4cb30044-ebaf-45c7-a3eb-981a502d72e9
|
no_churn
| 0.076514 | 0 |
no_churn
| 0.007438 | -0.002083 | 0.067188 | -0.007373 | 0.09178 | 0.101813 | -0.031843 | -0.005898 |
Male
| 56 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,688,800 |
1 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5935503b-1c8c-4e4a-9abe-a49b9cb4cf46
|
churn
| 0.612621 | 1 |
churn
| 0.316146 | -0.010979 | 0.065336 | 0.017182 | -0.014455 | 0.139459 | -0.025275 | -0.019106 |
Female
| 62 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4bf10cec-e15c-4ecd-ba37-e68720fa88b8
|
no_churn
| 0.557225 | 0 |
no_churn
| -0.276684 | -0.003898 | 0.025964 | -0.045927 | 0.017261 | 0.032966 | -0.020202 | 0.001493 |
Female
| 45 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,688,800 |
25 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
50470de2-c767-42bb-abe9-b11e0f66f6e0
|
no_churn
| 0.356552 | 0 |
no_churn
| -0.106566 | -0.007034 | -0.095858 | -0.04743 | -0.071607 | 0.047636 | 0.028939 | 0.031607 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
bb5d1db5-06d4-4b44-920a-5569a292818b
|
no_churn
| 0.756522 | 1 |
churn
| 0.043478 | -0.003167 | -0.058022 | 0.043328 | -0.007587 | 0.049395 | 0.029625 | 0.061424 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,688,800 |
33 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
149e6742-d38a-4a30-8b24-7f5da9dbd685
|
churn
| 0.313303 | 1 |
churn
| 0.030964 | 0.000258 | 0.022296 | -0.008968 | -0.033745 | 0.007784 | -0.023787 | 0.006171 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,671,688,800 |
4 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c4987bd7-3838-4987-9194-f788adf00400
|
churn
| 0.658473 | 1 |
churn
| 0.268147 | -0.002795 | 0.034496 | 0.238003 | -0.022793 | 0.130744 | -0.007273 | 0.016195 |
Male
| 52 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
14 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a229baf-896a-471e-aa8d-e2e27c20debf
|
no_churn
| 0.295385 | 0 |
no_churn
| -0.012974 | -0.005695 | -0.049938 | 0.115868 | -0.007404 | 0.089365 | -0.02844 | -0.024107 |
Female
| 47 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,688,800 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad1af345-ad3d-4588-ad00-4ab9f91fe501
|
no_churn
| 0.198281 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 59 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,688,800 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d7827d4a-1873-41f2-901a-6b2c32680d35
|
no_churn
| 0.029108 | 0 |
no_churn
| -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,688,800 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
71693564-01de-426b-ae3b-44e28f23e950
|
churn
| 0.352623 | 1 |
churn
| -0.098415 | -0.002273 | 0.074412 | 0.000222 | -0.025938 | 0.085086 | -0.032138 | 0.017768 |
Female
| 68 |
No
|
No
|
Retired
|
Rural
|
Bachelor
| 1,671,688,800 |
3 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e4cadded-3ba1-4c9d-9a62-c338b280880d
|
churn
| 0.785376 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Male
| 66 |
No
|
Yes
|
Retired
|
Rural
|
Master
| 1,671,688,800 |
3 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4325af5d-efb2-46f0-9bba-e9b78fd95eea
|
no_churn
| 0.123762 | 0 |
no_churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Male
| 65 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,688,800 |
32 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6035d577-6737-4332-8c64-58c2e43ba232
|
no_churn
| 0.099283 | 0 |
no_churn
| -0.075026 | -0.010697 | -0.01006 | -0.14789 | -0.025335 | 0.041747 | -0.019348 | -0.022417 |
Male
| 55 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,688,800 |
44 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0c120120-6d63-41a2-9f70-bec5d3e3f0ec
|
churn
| 0.377762 | 1 |
churn
| -0.148574 | -0.002951 | 0.077666 | 0.058589 | 0.023219 | 0.083236 | -0.022541 | -0.034882 |
Male
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
21658462-b89f-4e5f-a84b-b10ce46410b6
|
no_churn
| 0.0582 | 0 |
no_churn
| -0.160391 | 0.000109 | 0.037395 | -0.014807 | 0.031332 | 0.117723 | 0.127899 | 0.123049 |
Male
| 23 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,671,688,800 |
60 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
446d2bc5-f8fa-4fce-8177-a8c682f03fc7
|
no_churn
| 0.031723 | 0 |
no_churn
| -0.084639 | -0.006132 | -0.008145 | -0.04164 | -0.046499 | -0.075516 | 0.023588 | 0.029958 |
Male
| 22 |
No
|
Yes
|
Disabled
|
Rural
|
High School or Below
| 1,671,688,800 |
37 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ff571a4c-4ff4-47fe-bf4a-523600e5ee0c
|
no_churn
| 0.038968 | 0 |
no_churn
| -0.073498 | -0.01161 | 0.001874 | -0.065737 | -0.084887 | 0.043354 | -0.047338 | -0.024685 |
Male
| 75 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,688,800 |
31 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dbdbb8e0-a1e8-40b3-b033-965dd09dc2c1
|
no_churn
| 0.049411 | 0 |
no_churn
| -0.066243 | -0.008273 | -0.039115 | -0.060907 | -0.085675 | 0.05607 | -0.020503 | -0.044379 |
Male
| 41 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,688,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1c19011b-2ca7-40ec-8107-757a2a6d4d7e
|
churn
| 0.775758 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
3 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb3cd668-abf6-4e77-b48c-218d105d7bc2
|
no_churn
| 0.145601 | 0 |
no_churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Female
| 41 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
44618e18-4a12-4054-abed-97a2c7932803
|
no_churn
| 0.142796 | 0 |
no_churn
| -0.082237 | -0.002739 | 0.005407 | 0.051684 | -0.057327 | -0.135207 | -0.017696 | -0.030912 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
31d9afb7-fbbd-4a6c-a6e4-c0569b3bac65
|
churn
| 0.860834 | 1 |
churn
| 0.195451 | -0.002399 | 0.049388 | 0.046396 | 0.076286 | 0.164607 | 0.12071 | 0.080535 |
Female
| 50 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,688,800 |
8 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
896de7c4-8ae3-4b05-b56c-19f83ea843f9
|
no_churn
| 0.008382 | 0 |
no_churn
| 0.009852 | -0.008211 | -0.015727 | -0.043524 | 0.014233 | -0.151783 | -0.033853 | -0.040013 |
Female
| 53 |
No
|
Yes
|
Retired
|
Urban
|
College
| 1,671,688,800 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
517d30e6-baa2-4181-9e30-61450fdce8e4
|
no_churn
| 0.198281 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,688,800 |
47 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
dd446487-d425-4c99-8d6d-66b9865c24dc
|
churn
| 0.505917 | 1 |
churn
| -0.089142 | -0.00456 | -0.000608 | -0.035837 | 0.057927 | 0.061276 | 0.006554 | 0.085363 |
Female
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
19 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
89389b86-ee05-4dc6-9b87-149e6f02c7ac
|
no_churn
| 0.106532 | 0 |
no_churn
| 0.013483 | -0.003752 | -0.034185 | 0.01759 | 0.007371 | -0.15245 | -0.020584 | -0.020833 |
Female
| 39 |
Yes
|
No
|
Employed
|
Rural
|
Master
| 1,671,688,800 |
69 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
c9e8d713-fc4b-4314-8b34-652a06d2e103
|
no_churn
| 0.013278 | 0 |
no_churn
| -0.060858 | -0.001782 | 0.026255 | -0.03185 | 0.033115 | -0.254322 | 0.059401 | 0.051016 |
Female
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
1 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
62563f35-5a84-4f26-8689-65411cddae7a
|
churn
| 0.612621 | 1 |
churn
| 0.316146 | -0.010979 | 0.065336 | 0.017182 | -0.014455 | 0.139459 | -0.025275 | -0.019106 |
Female
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
cf59d412-31df-4f11-a3f9-2d61a8e68208
|
no_churn
| 0.093133 | 0 |
no_churn
| -0.288451 | -0.003907 | 0.014791 | -0.013934 | -0.000102 | -0.006904 | 0.0224 | 0.029583 |
Male
| 41 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,688,800 |
43 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
8168e3b5-6b83-4ad3-80b1-bae6dba0ca33
|
no_churn
| 0.349257 | 0 |
no_churn
| -0.172774 | -0.006676 | 0.010322 | -0.109918 | 0.038667 | 0.021752 | -0.005861 | 0.015463 |
Female
| 34 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,688,800 |
26 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
18ea01ff-7588-42a9-8363-c40dc63f7436
|
no_churn
| 0.051305 | 0 |
no_churn
| -0.103934 | -0.013126 | -0.106143 | -0.021066 | -0.024494 | 0.036662 | -0.02343 | -0.013495 |
Female
| 78 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
71 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
310b281c-e4d9-450f-b8a9-878781c6cec1
|
no_churn
| 0.00194 | 0 |
no_churn
| -0.077137 | -0.003992 | -0.011924 | -0.021057 | 0.000876 | -0.111252 | -0.019695 | -0.024845 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
41 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
7a4c93bb-6819-4cd7-adf6-7944bce1ebfd
|
no_churn
| 0.203946 | 0 |
no_churn
| -0.029378 | -0.000406 | 0.006909 | 0.070697 | 0.083842 | -0.10965 | 0.072646 | 0.066315 |
Male
| 63 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,671,688,800 |
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fdabc524-bcfc-4463-90bf-41420e9902c1
|
churn
| 0.184207 | 1 |
churn
| -0.064776 | -0.01946 | -0.062414 | -0.088885 | -0.048431 | 0.046947 | -0.014509 | -0.017496 |
Male
| 75 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a256059f-8f9e-45d1-93ee-ae507411fc56
|
churn
| 0.574116 | 1 |
churn
| 0.196313 | -0.003741 | -0.024201 | 0.03615 | 0.125181 | 0.165894 | 0.159126 | 0.064253 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8fa633c9-9ea4-426c-8ae7-a399028a3f3d
|
churn
| 0.880348 | 1 |
churn
| 0.147978 | -0.005054 | -0.06619 | -0.0369 | 0.069485 | 0.121387 | 0.024629 | 0.078972 |
Male
| 45 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,688,800 |
58 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
386e0d07-f843-41a2-b514-c1d98a19d697
|
no_churn
| 0.029393 | 0 |
no_churn
| -0.08385 | 0.019577 | 0.000362 | -0.031307 | -0.051991 | -0.078574 | -0.025301 | -0.017941 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
69 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
eb205daf-fdb1-40f0-9832-b15e33047f12
|
no_churn
| 0.012011 | 0 |
no_churn
| -0.057608 | -0.003558 | -0.021153 | -0.018399 | 0.002759 | -0.127644 | -0.018272 | -0.025151 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c40104f-ad7f-4641-b7ec-c1adc2ced900
|
churn
| 0.626541 | 1 |
churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Male
| 66 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,671,688,800 |
24 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
7540d441-1635-406e-85ea-d24e64ea214e
|
no_churn
| 0.066267 | 0 |
no_churn
| -0.082188 | -0.004097 | 0.014463 | -0.049968 | -0.034712 | -0.070029 | -0.018103 | -0.024392 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7732c184-a08a-4710-9401-b653f3e645de
|
no_churn
| 0.00234 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Male
| 44 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,688,800 |
70 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
fea909f0-68c0-433c-a756-87560e2281f5
|
no_churn
| 0.018842 | 0 |
no_churn
| -0.066278 | -0.003669 | -0.015076 | -0.019725 | -0.001886 | -0.113211 | -0.020757 | -0.028423 |
Male
| 50 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
50 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
1320bc5f-9495-43da-8e93-3677e235f465
|
no_churn
| 0.112963 | 0 |
no_churn
| -0.116316 | -0.002582 | -0.020982 | -0.027196 | 0.021591 | -0.130295 | 0.021541 | 0.045213 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
58 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b4618511-8085-42af-ae5e-1a81053063c2
|
no_churn
| 0.029393 | 0 |
no_churn
| -0.08385 | 0.019577 | 0.000362 | -0.031307 | -0.051991 | -0.078574 | -0.025301 | -0.017941 |
Female
| 20 |
Yes
|
Yes
|
Disabled
|
Rural
|
Bachelor
| 1,671,688,800 |
49 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
64e799e2-7801-41ca-b440-0223441ec7c6
|
churn
| 0.1404 | 1 |
churn
| -0.018774 | -0.002069 | -0.011684 | -0.029102 | 0.089043 | -0.027049 | 0.05762 | 0.082988 |
Female
| 39 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,688,800 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a4dd194b-6a54-4c0d-8470-946ded9f660a
|
no_churn
| 0.110508 | 0 |
no_churn
| -0.049081 | -0.004439 | -0.019843 | -0.047831 | 0.022635 | -0.105128 | -0.023235 | -0.022104 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
60 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
92638704-7cab-4d25-8ea9-a76c46433d98
|
no_churn
| 0.006937 | 0 |
no_churn
| -0.036711 | -0.003538 | -0.013315 | -0.03526 | -0.010408 | -0.141394 | -0.014572 | -0.013829 |
Female
| 38 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,688,800 |
46 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
ed2bf393-2ee6-4669-bbbe-ce7aadb801fb
|
no_churn
| 0.066926 | 0 |
no_churn
| -0.073323 | 0.029632 | 0.005044 | -0.035333 | -0.066887 | -0.054076 | -0.03153 | -0.022553 |
Female
| 71 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,688,800 |
44 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63db3424-9bf9-4c7c-b9dd-5a5f94248455
|
churn
| 0.377762 | 1 |
churn
| -0.148574 | -0.002951 | 0.077666 | 0.058589 | 0.023219 | 0.083236 | -0.022541 | -0.034882 |
Male
| 57 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,688,800 |
1 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91203a11-dc9f-4217-ac7e-fba42781f201
|
no_churn
| 0.60387 | 0 |
no_churn
| 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 |
Female
| 66 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,688,800 |
20 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f7ba2dbd-1b18-4bb1-aa93-ed47eb35c60d
|
no_churn
| 0.354949 | 0 |
no_churn
| -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 |
Male
| 68 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,688,800 |
31 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac95686c-173f-4d6b-8b01-958736c46fe0
|
no_churn
| 0.049411 | 0 |
no_churn
| -0.066243 | -0.008273 | -0.039115 | -0.060907 | -0.085675 | 0.05607 | -0.020503 | -0.044379 |
Female
| 39 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,688,800 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9c9bf892-afd1-4277-8278-75385438aaf7
|
no_churn
| 0.086333 | 0 |
no_churn
| 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 |
Female
| 23 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,688,800 |
40 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
3baba643-adc5-43ff-9dcd-48b15ef3983f
|
no_churn
| 0.462791 | 0 |
no_churn
| -0.205289 | -0.012272 | -0.050849 | -0.030136 | 0.047916 | 0.023383 | 0.01892 | 0.044824 |
Male
| 73 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,671,688,800 |
64 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
ec531be4-956a-426a-bed5-4c18166a8c9a
|
no_churn
| 0.083295 | 0 |
no_churn
| -0.174489 | -0.00229 | 0.010109 | 0.005727 | 0.015796 | -0.14363 | 0.014062 | 0.02569 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
70 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
7394998f-2456-4958-8599-427c0b129c43
|
no_churn
| 0.018842 | 0 |
no_churn
| -0.066278 | -0.003669 | -0.015076 | -0.019725 | -0.001886 | -0.113211 | -0.020757 | -0.028423 |
Female
| 42 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,688,800 |
25 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
b0c0e937-efa9-4f7c-9b1e-6232a1f1a934
|
no_churn
| 0.356552 | 0 |
no_churn
| -0.106566 | -0.007034 | -0.095858 | -0.04743 | -0.071607 | 0.047636 | 0.028939 | 0.031607 |
Male
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
69 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f1cb3eac-4d1b-4d93-9d6f-b5ca3bb46a0f
|
no_churn
| 0.012011 | 0 |
no_churn
| -0.057608 | -0.003558 | -0.021153 | -0.018399 | 0.002759 | -0.127644 | -0.018272 | -0.025151 |
Female
| 74 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,688,800 |
30 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
1897908d-8a67-409c-9840-64bfced0703d
|
no_churn
| 0.377137 | 0 |
no_churn
| 0.030612 | 0.000263 | 0.077354 | 0.024938 | 0.07378 | 0.108908 | 0.096177 | 0.016251 |
Male
| 40 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,688,800 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
ea5373d5-3ae9-41e3-b89c-5b36b41f4b5f
|
no_churn
| 0.138541 | 0 |
no_churn
| 0.063825 | -0.010024 | 0.01057 | 0.028701 | -0.090177 | 0.093923 | 0.03463 | -0.032806 |
Female
| 62 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,688,800 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
aa441cdd-fb0a-4722-b44c-4a42d37efc8e
|
churn
| 0.0582 | 0 |
no_churn
| -0.160391 | 0.000109 | 0.037395 | -0.014807 | 0.031332 | 0.117723 | 0.127899 | 0.123049 |
Female
| 59 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,688,800 |
24 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
7b21d001-0599-4226-95fb-f7703cd36c6f
|
no_churn
| 0.066267 | 0 |
no_churn
| -0.082188 | -0.004097 | 0.014463 | -0.049968 | -0.034712 | -0.070029 | -0.018103 | -0.024392 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4de7c718-9985-4893-8dc4-a6be322a7d10
|
no_churn
| 0.009674 | 0 |
no_churn
| -0.015866 | -0.006109 | -0.011557 | -0.063497 | 0.003328 | -0.121987 | -0.018531 | -0.034807 |
Female
| 73 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,671,688,800 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
d8e19ab1-c59b-49e5-a08e-7b6a7178c209
|
no_churn
| 0.143856 | 0 |
no_churn
| -0.062152 | -0.004364 | 0.023945 | 0.027035 | -0.024541 | -0.133373 | -0.028432 | -0.064227 |
Female
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3b144b97-fab5-48df-961d-31b1a089f709
|
no_churn
| 0.596542 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Female
| 70 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,688,800 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34c1c2e4-5ad5-4038-83a4-c37e81185d3a
|
no_churn
| 0.275131 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
53 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e592077c-dac7-4547-aa35-4d79365581c0
|
no_churn
| 0.034635 | 0 |
no_churn
| -0.046827 | -0.003584 | 0.005558 | -0.047868 | 0.013025 | -0.134884 | -0.026259 | -0.028189 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2edd6ea9-eed6-4840-bd5d-e7aaa0202bd3
|
churn
| 0.416309 | 1 |
churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Female
| 48 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,671,688,800 |
41 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
093631b3-d0b0-4f9d-b2a5-6195a425b443
|
no_churn
| 0.203946 | 0 |
no_churn
| -0.029378 | -0.000406 | 0.006909 | 0.070697 | 0.083842 | -0.10965 | 0.072646 | 0.066315 |
Male
| 41 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,688,800 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6a6c215b-3e40-4c20-aaa7-62804d337069
|
churn
| 0.319701 | 1 |
churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
28cb8107-5c55-4835-9939-a1232dfb1eb1
|
churn
| 0.715384 | 1 |
churn
| 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 |
Male
| 31 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,688,800 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
b38117fc-e902-44cd-ab79-eb5dec39920b
|
no_churn
| 0.009739 | 0 |
no_churn
| -0.054649 | -0.00472 | -0.022262 | -0.026701 | -0.031938 | -0.096839 | -0.01632 | -0.015597 |
Male
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
33 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6506c180-4be8-41ad-9ced-c2d6e0cf32de
|
no_churn
| 0.170904 | 0 |
no_churn
| -0.055401 | -0.004044 | 0.011123 | -0.142355 | 0.036994 | 0.039038 | -0.055557 | -0.068824 |
Female
| 57 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,688,800 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
9a914c55-3cef-430a-bf93-e5cd3e4d55b6
|
churn
| 0.004994 | 0 |
no_churn
| -0.098981 | -0.003066 | 0.011121 | -0.002491 | -0.047457 | -0.188772 | 0.027769 | 0.032851 |
Male
| 77 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,688,800 |
46 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
d481ef89-570c-422b-a2a8-e492a73a19d2
|
no_churn
| 0.160284 | 0 |
no_churn
| -0.082963 | -0.002279 | 0.026449 | 0.049551 | 0.037577 | -0.197672 | 0.032361 | 0.057949 |
Male
| 63 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,688,800 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d8ad82ea-df59-4ade-9a59-098d87f8bf79
|
churn
| 0.659815 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c56a3724-b706-4988-b9f7-c078d6eef56a
|
no_churn
| 0.223923 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Male
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,688,800 |
53 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
08fe312e-eac6-4c6d-9c59-3cbc9458e587
|
no_churn
| 0.230578 | 0 |
no_churn
| -0.040781 | -0.000291 | 0.031455 | -0.018687 | 0.017294 | -0.023648 | 0.033994 | 0.021637 |
Male
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
84de27b8-3352-44c6-8513-549d3531a33c
|
no_churn
| 0.009674 | 0 |
no_churn
| -0.015866 | -0.006109 | -0.011557 | -0.063497 | 0.003328 | -0.121987 | -0.018531 | -0.034807 |
Female
| 78 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
47 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
849af9d7-f591-41ec-bd74-388c1cd7dc6e
|
no_churn
| 0.009796 | 0 |
no_churn
| -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 |
Male
| 22 |
No
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,671,688,800 |
53 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
ffcd642e-0ecb-47fa-a15f-230181d4e88f
|
no_churn
| 0.115027 | 0 |
no_churn
| -0.066198 | -0.001894 | -0.055578 | -0.104552 | 0.055907 | -0.121396 | 0.050178 | 0.054508 |
Male
| 30 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,688,800 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
2658932c-fd99-412c-a02f-c94269f00e50
|
no_churn
| 0.143856 | 0 |
no_churn
| -0.062152 | -0.004364 | 0.023945 | 0.027035 | -0.024541 | -0.133373 | -0.028432 | -0.064227 |
Male
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,688,800 |
32 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3d7735d-b474-47cb-a21e-c209660bddc6
|
no_churn
| 0.099283 | 0 |
no_churn
| -0.075026 | -0.010697 | -0.01006 | -0.14789 | -0.025335 | 0.041747 | -0.019348 | -0.022417 |
Female
| 66 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5b425846-6265-4985-8e73-89e69d316ab1
|
churn
| 0.860834 | 1 |
churn
| 0.195451 | -0.002399 | 0.049388 | 0.046396 | 0.076286 | 0.164607 | 0.12071 | 0.080535 |
Male
| 31 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
56 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
6492d0d2-5ae0-411a-a060-dca59e6a0e3d
|
churn
| 0.023478 | 0 |
no_churn
| 0.004266 | -0.003664 | -0.013477 | -0.022542 | 0.023032 | -0.169745 | -0.031991 | -0.054905 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
69 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
2e7fb561-dd9b-425b-8d5b-aa8965d62f7b
|
no_churn
| 0.013982 | 0 |
no_churn
| -0.089366 | 0.008464 | -0.003883 | -0.014955 | 0.003122 | -0.135179 | -0.016312 | -0.020917 |
Female
| 63 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,688,800 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5d78417-f79f-464c-87e8-8c18a98adba3
|
no_churn
| 0.299161 | 0 |
no_churn
| 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 |
Male
| 48 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,688,800 |
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