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
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
int64 20
80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
values | EmploymentStatus
stringclasses 5
values | LocationCode
stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
69 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
dd1be5da-12e7-44d9-8ccb-8cb90ad23109
|
no_churn
| 0.039838 | 0 |
no_churn
| -0.065125 | -0.003888 | -0.003785 | -0.029262 | -0.03372 | -0.085609 | -0.018895 | -0.028743 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
12 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
74b7b21e-4543-48ce-aece-7c66079f9b6d
|
no_churn
| 0.265575 | 0 |
no_churn
| 0.028609 | -0.003903 | -0.019501 | 0.006686 | 0.012793 | 0.064644 | -0.01929 | -0.017849 |
Female
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
55 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
266699bb-40f3-4edd-a827-f86e1f720b98
|
no_churn
| 0.044193 | 0 |
no_churn
| 0.005564 | -0.005549 | -0.018127 | 0.016098 | 0.042474 | -0.128756 | -0.041675 | -0.049056 |
Male
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
55 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
964f7359-d617-42c6-a4ba-8d450703c779
|
no_churn
| 0.04722 | 0 |
no_churn
| -0.053585 | -0.003787 | 0.001857 | -0.030608 | -0.053978 | -0.074381 | -0.02757 | -0.026974 |
Female
| 74 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,429,600 |
71 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d5654805-04e7-4606-9945-cc0cfb305ed9
|
no_churn
| 0.00685 | 0 |
no_churn
| -0.077137 | -0.003992 | -0.011924 | -0.021057 | 0.000876 | -0.111252 | -0.019695 | -0.024845 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
44 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
06c45434-63b4-455f-b894-cf487abbdaa5
|
no_churn
| 0.056366 | 0 |
no_churn
| -0.091404 | -0.007762 | -0.016864 | -0.040109 | 0.00319 | -0.063811 | -0.024858 | -0.027408 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
32 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
025f7008-a1d5-4aac-92c7-52df2a9e8743
|
no_churn
| 0.066978 | 0 |
no_churn
| 0.031531 | -0.003214 | 0.027459 | -0.097383 | 0.02504 | -0.065006 | -0.023235 | -0.054219 |
Female
| 21 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,429,600 |
54 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b794c4cb-c498-4b62-ab27-fa2eb1bbc571
|
no_churn
| 0.072687 | 0 |
no_churn
| -0.044548 | -0.004621 | -0.025776 | -0.079711 | 0.022914 | -0.046189 | -0.03769 | -0.033407 |
Male
| 31 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,429,600 |
63 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8f7e69de-950c-4bf5-a3e9-bb2bd6ebe8e5
|
no_churn
| 0.037983 | 0 |
no_churn
| -0.056525 | -0.002867 | 0.000164 | -0.028123 | 0.008812 | -0.091839 | -0.035878 | -0.062768 |
Female
| 34 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,429,600 |
63 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
35a7e447-760a-4897-82ce-24171f2961dc
|
no_churn
| 0.019347 | 0 |
no_churn
| -0.099529 | 0.00359 | -0.000602 | -0.021804 | 0.002852 | -0.07666 | -0.035347 | -0.041526 |
Female
| 60 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,429,600 |
22 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
516605ce-915a-4580-8e6d-b61b25040d7e
|
no_churn
| 0.159061 | 0 |
no_churn
| -0.031891 | -0.005617 | -0.077159 | -0.083787 | 0.001428 | 0.061339 | -0.018585 | -0.011422 |
Male
| 53 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,429,600 |
12 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6174997e-c1f8-4dbc-b7b8-182ffe29893d
|
no_churn
| 0.179361 | 1 |
churn
| 0.055886 | -0.007457 | 0.003501 | -0.044584 | -0.009512 | -0.062157 | -0.020744 | -0.032708 |
Female
| 48 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,429,600 |
34 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
38ea8100-8fdb-4855-a408-d2ccdf359568
|
no_churn
| 0.220346 | 0 |
no_churn
| -0.060272 | -0.001922 | 0.026165 | -0.001398 | -0.126467 | -0.007136 | 0.027565 | 0.026437 |
Male
| 78 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,429,600 |
56 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5ce55e4b-7918-40bb-b64b-9276d01336b8
|
no_churn
| 0.281673 | 0 |
no_churn
| -0.121466 | -0.012527 | 0.02213 | -0.019006 | -0.05434 | 0.064028 | 0.016862 | 0.065292 |
Female
| 51 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,429,600 |
43 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e40d8b1e-be47-4194-9b6c-017eea90fa07
|
churn
| 0.451031 | 1 |
churn
| -0.17077 | -0.003668 | -0.00665 | -0.141807 | 0.011503 | 0.044396 | 0.025817 | 0.052152 |
Female
| 23 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
68 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
abb35e00-88eb-4046-8727-e1d050016803
|
no_churn
| 0.083427 | 0 |
no_churn
| -0.131626 | -0.001766 | -0.009334 | -0.010668 | 0.037464 | -0.158181 | 0.034179 | 0.050907 |
Female
| 48 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,429,600 |
50 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
bf2ceb2d-b7ae-44ef-99ae-5d070759e778
|
no_churn
| 0.022948 | 0 |
no_churn
| -0.057183 | -0.003171 | -0.01855 | -0.022212 | -0.063356 | -0.151852 | 0.030107 | 0.02719 |
Male
| 79 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,429,600 |
69 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
ebbaf0ec-5343-4478-b49f-e2b59e9a5c24
|
churn
| 0.092551 | 0 |
no_churn
| -0.077637 | -0.000718 | 0.019979 | 0.006378 | -0.034429 | -0.231506 | 0.049673 | 0.067568 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
69 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e76356f3-ee3d-41ad-b193-b7585f186950
|
churn
| 0.353791 | 1 |
churn
| -0.080698 | -0.003466 | 0.004225 | -0.030586 | -0.052347 | -0.13425 | 0.002805 | 0.025291 |
Female
| 66 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,429,600 |
64 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
7da4ba43-b017-4176-8d51-85ea5089c3a1
|
churn
| 0.040867 | 0 |
no_churn
| -0.131447 | -0.002454 | -0.003516 | 0.006 | 0.026247 | -0.233006 | 0.0399 | 0.04925 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,429,600 |
60 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
0ca71ae3-9139-40e3-941a-1218ccaafdd4
|
no_churn
| 0.117565 | 0 |
no_churn
| -0.133279 | -0.002889 | 0.012577 | -0.00771 | -0.103659 | 0.049049 | 0.036683 | 0.022701 |
Female
| 24 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,429,600 |
61 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
1726ea80-2b35-4ab9-957b-7682760d9587
|
no_churn
| 0.139574 | 0 |
no_churn
| -0.09506 | -0.002136 | -0.047546 | -0.035529 | 0.052162 | -0.055994 | 0.051279 | 0.061163 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
19 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
8b01a4e7-dc06-4a5c-bec2-f577e010c7f6
|
churn
| 0.530613 | 1 |
churn
| -0.00382 | -0.006079 | 0.016789 | 0.041731 | -0.007387 | -0.13573 | 0.017312 | 0.064159 |
Female
| 78 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
48 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d3b55d8a-84ff-4825-83f9-3c299bc3f0d9
|
no_churn
| 0.30683 | 0 |
no_churn
| -0.161404 | -0.006942 | -0.085945 | 0.012074 | -0.069222 | 0.037091 | 0.000255 | 0.030067 |
Female
| 60 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
67665248-0c7b-449f-a853-3bc3413a149d
|
no_churn
| 0.011941 | 0 |
no_churn
| -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
03aab733-1391-432c-8f2e-97c5e4aa79f3
|
no_churn
| 0.038093 | 0 |
no_churn
| -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
667a4c3d-0e0a-457b-beed-43a954a44840
|
no_churn
| 0.00553 | 0 |
no_churn
| -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 |
Female
| 62 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,429,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
217d4adc-5daa-4873-845f-d8544caf3761
|
no_churn
| 0.022615 | 0 |
no_churn
| -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 |
Male
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
41 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
b3c838cc-51b4-4dc4-8bcb-68632b8ec194
|
churn
| 0.268667 | 1 |
churn
| -0.093594 | -0.002201 | 0.004367 | 0.013876 | -0.041871 | -0.175977 | -0.013156 | 0.03953 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
28 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
aaf2f168-05c8-48be-8fa6-51fdd5a8a4ee
|
no_churn
| 0.063493 | 0 |
no_churn
| -0.08479 | -0.003983 | -0.021758 | 0.035642 | -0.001284 | -0.141274 | -0.023669 | -0.027909 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
30 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3206eec5-2c27-40b3-8c8b-c0b0cbcb2e3b
|
no_churn
| 0.232124 | 0 |
no_churn
| -0.000335 | -0.009448 | -0.083666 | 0.061716 | -0.012334 | 0.084742 | -0.02084 | -0.006353 |
Female
| 58 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
32 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
276257c9-ad91-427c-9ca5-1e68ed6cd785
|
no_churn
| 0.170999 | 0 |
no_churn
| 0.008198 | -0.009029 | -0.05541 | 0.128346 | -0.012195 | 0.077608 | -0.020393 | -0.006773 |
Male
| 53 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,671,429,600 |
24 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
46a2e443-37ba-4f87-bae7-7a2280a24c34
|
no_churn
| 0.317536 | 0 |
no_churn
| -0.145868 | -0.005887 | 0.036924 | 0.058408 | -0.115985 | 0.045304 | -0.042787 | -0.034468 |
Female
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,429,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
89858d76-0cc3-40ed-934c-a54d4974b808
|
no_churn
| 0.004466 | 0 |
no_churn
| -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
34 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
682efc8f-9207-4eac-bcb6-a5dd878adb19
|
no_churn
| 0.440518 | 0 |
no_churn
| -0.117925 | -0.004692 | -0.076065 | 0.071057 | -0.088551 | 0.045924 | -0.016322 | -0.007285 |
Male
| 71 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
21 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
23d2a419-c96c-470b-83a6-34ac50cac937
|
no_churn
| 0.188362 | 0 |
no_churn
| -0.087871 | -0.00524 | -0.063042 | -0.076686 | 0.107321 | 0.042652 | 0.075866 | 0.083476 |
Female
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,429,600 |
26 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
1883518f-f409-437a-910e-dd22f6871962
|
no_churn
| 0.273654 | 0 |
no_churn
| -0.156466 | 0.011712 | -0.07359 | -0.038191 | 0.014434 | 0.053801 | 0.03124 | 0.0447 |
Male
| 66 |
No
|
No
|
Disabled
|
Rural
|
High School or Below
| 1,671,429,600 |
20 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
72ad90b6-e626-4e7e-8935-65f97f270390
|
no_churn
| 0.150161 | 0 |
no_churn
| 0.074414 | -0.002651 | -0.04299 | 0.061689 | 0.129749 | 0.114053 | 0.092467 | 0.114242 |
Male
| 75 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,429,600 |
41 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
22e3e8b6-663d-4b3c-bb7d-99b7d0852f99
|
churn
| 0.205154 | 1 |
churn
| -0.099136 | -0.005305 | -0.020582 | -0.032623 | 0.024915 | -0.184602 | -0.004819 | 0.053126 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
63 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
c8b4a69d-6a33-4a27-94c6-9db2407c700d
|
no_churn
| 0.087825 | 0 |
no_churn
| -0.074867 | -0.060544 | -0.005947 | -0.005492 | -0.043356 | -0.11225 | 0.018464 | 0.024966 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
51 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
e4ce6671-0e42-45ac-8023-5f3145c2ea98
|
no_churn
| 0.129139 | 0 |
no_churn
| -0.092566 | 0.021674 | 0.008057 | -0.005024 | 0.01597 | -0.102681 | -0.018415 | 0.027292 |
Female
| 43 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,429,600 |
60 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
255ff864-d264-43bd-81fc-0ea482f1e94f
|
no_churn
| 0.156479 | 0 |
no_churn
| -0.073102 | 0.024627 | -0.000187 | -0.006963 | -0.036967 | -0.234166 | 0.042959 | 0.024771 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
10 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
15d19f95-8a3f-4f1a-b674-2f4dba8e003d
|
churn
| 0.634861 | 1 |
churn
| 0.139362 | 0.000171 | 0.008556 | -0.073642 | 0.105896 | 0.130149 | 0.088735 | 0.052295 |
Male
| 33 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,429,600 |
29 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
e8fd623c-23c7-4995-aded-9dc10e3f8fdc
|
no_churn
| 0.158864 | 0 |
no_churn
| -0.040725 | -0.000845 | -0.037149 | 0.006847 | 0.033637 | -0.176365 | 0.07032 | 0.076339 |
Female
| 20 |
No
|
No
|
Disabled
|
Suburban
|
Master
| 1,671,429,600 |
52 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
20701c07-843a-40c2-ad78-819b8099e505
|
no_churn
| 0.019513 | 0 |
no_churn
| -0.040431 | 0.000186 | 0.000374 | -0.002994 | 0.050971 | -0.202961 | 0.015135 | 0.045694 |
Male
| 43 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,429,600 |
21 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
415852e7-f51f-4bfb-af8e-93d919b5d7cc
|
no_churn
| 0.148205 | 0 |
no_churn
| 0.00152 | -0.00168 | 0.067446 | 0.014208 | 0.096402 | 0.033682 | 0.116334 | 0.087061 |
Female
| 58 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
13 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
91125be3-5520-492f-81b1-a02389347f89
|
no_churn
| 0.451165 | 0 |
no_churn
| 0.123473 | 0.019001 | -0.026254 | 0.010365 | 0.051217 | 0.137451 | 0.127119 | 0.105055 |
Female
| 76 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
48 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
68744655-dda9-4d7c-aa38-9a066ba093f9
|
no_churn
| 0.008676 | 0 |
no_churn
| -0.040546 | -0.003568 | -0.007431 | -0.033186 | -0.018447 | -0.122627 | -0.010983 | -0.012237 |
Male
| 34 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
64 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
32940ae1-9b78-40d3-998f-5a6f389bcdf9
|
no_churn
| 0.008194 | 0 |
no_churn
| -0.058966 | -0.00299 | -0.012016 | -0.01071 | -0.018521 | -0.113897 | -0.021472 | -0.028456 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,429,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
98bad09c-3b68-4918-bb01-8c69207a9bb0
|
no_churn
| 0.602341 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 60 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,429,600 |
19 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1855db1a-62fc-4f4a-b5c6-d4079b12726b
|
no_churn
| 0.054345 | 0 |
no_churn
| -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 |
Female
| 33 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
15 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91f072a7-259a-4408-9d17-3b6620eb356e
|
no_churn
| 0.126945 | 0 |
no_churn
| 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 |
Female
| 21 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,429,600 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
96241fab-910c-4e07-a330-31a83b048ac1
|
churn
| 0.219221 | 1 |
churn
| -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 |
Female
| 65 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,671,429,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c50211db-93f9-4709-9b25-c191f63a2b9b
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 27 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,429,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6673c3a5-ee47-4f93-bb33-e0019320465b
|
churn
| 0.564243 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 27 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,671,429,600 |
66 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
de9aea88-3264-46b4-8cc6-00100880d4f1
|
no_churn
| 0.005727 | 0 |
no_churn
| -0.034379 | -0.00303 | -0.03278 | -0.019049 | -0.000836 | -0.127771 | -0.021923 | -0.029259 |
Male
| 41 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58f88040-5805-481f-8316-07d6abda5c2b
|
churn
| 0.581056 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Female
| 42 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,429,600 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
626326f3-a82c-4ebe-9ef9-30a360b91369
|
no_churn
| 0.194969 | 0 |
no_churn
| 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2a336d75-e303-48dd-a0f1-a0bc09b64c8f
|
no_churn
| 0.176607 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 49 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,429,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c163157d-90ec-4cce-bdcc-b91d02d9dd9a
|
no_churn
| 0.337465 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
29 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
ef3b6132-dfb9-4839-9818-a2fea41cbfa3
|
no_churn
| 0.018478 | 0 |
no_churn
| -0.059707 | -0.004494 | -0.017796 | -0.041809 | -0.023762 | -0.078383 | -0.019874 | -0.023202 |
Male
| 39 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
14 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
9a88b288-2dd1-4ac2-82f6-6b5e74f88ce8
|
no_churn
| 0.041409 | 0 |
no_churn
| -0.05993 | -0.007689 | -0.011041 | -0.040631 | 0.005705 | -0.073651 | -0.030791 | -0.050999 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,671,429,600 |
59 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e272bd54-7ce2-4651-a76d-3c7b20586dc8
|
no_churn
| 0.014842 | 0 |
no_churn
| -0.058446 | -0.00384 | -0.015178 | -0.026242 | -0.028434 | -0.10661 | -0.015474 | -0.014802 |
Male
| 38 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,429,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5ab44f95-c9e5-4477-8169-4f7bfc1502e9
|
churn
| 0.460346 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
14 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
2d845eae-10fc-4291-b4ea-6c00b482a226
|
no_churn
| 0.035514 | 0 |
no_churn
| -0.033097 | -0.007224 | -0.02891 | -0.034587 | 0.003293 | -0.090044 | -0.036796 | -0.041661 |
Female
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
48 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
cd5d33c2-d2a2-4058-8c49-6b6329e3e428
|
no_churn
| 0.025311 | 0 |
no_churn
| -0.039065 | -0.002226 | 0.004217 | -0.03558 | -0.011484 | -0.012396 | -0.021117 | -0.011376 |
Female
| 49 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,429,600 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b0944a8-e2f4-4a71-b2f8-98ffd4709063
|
churn
| 0.29278 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,429,600 |
48 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
ac01c671-8464-4b69-9f64-ade40b310064
|
no_churn
| 0.008948 | 0 |
no_churn
| -0.052954 | -0.003391 | 0.005114 | -0.034525 | -0.043151 | -0.113751 | -0.012928 | -0.01344 |
Female
| 74 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,671,429,600 |
34 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94679f45-c0d9-4e60-9a5f-9595ca172eff
|
no_churn
| 0.049128 | 0 |
no_churn
| -0.094012 | -0.008419 | -0.0233 | -0.096567 | -0.027475 | 0.032023 | -0.033092 | -0.018185 |
Female
| 72 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,429,600 |
40 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dd428a30-31fd-4b7a-bf75-4be6fad6d2f5
|
no_churn
| 0.036458 | 0 |
no_churn
| -0.104104 | -0.021087 | -0.072949 | -0.057878 | 0.005082 | 0.04759 | -0.02628 | -0.027401 |
Female
| 54 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,671,429,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
264ba94e-3829-4897-8a60-508f8b6373ef
|
churn
| 0.707994 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
47 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0912f496-be41-4087-9b27-1a614032b73c
|
no_churn
| 0.134611 | 0 |
no_churn
| -0.084902 | -0.015284 | 0.008242 | -0.077616 | -0.040806 | 0.037651 | -0.023087 | -0.039892 |
Female
| 20 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,429,600 |
41 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a4832597-b1b8-4b46-9de0-099e02384dce
|
no_churn
| 0.053437 | 0 |
no_churn
| -0.004228 | -0.009511 | -0.007284 | -0.006761 | 0.00622 | -0.13557 | -0.02019 | -0.051702 |
Female
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
21 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
85df1229-64c8-40e1-9788-abd1eb0d12f9
|
no_churn
| 0.041799 | 0 |
no_churn
| 0.075369 | -0.002696 | 0.061656 | 0.03234 | 0.009303 | 0.085747 | -0.004217 | -0.010862 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
56 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
0d4e80b2-fdaa-4d70-ae26-c9b1cd2255ab
|
no_churn
| 0.013354 | 0 |
no_churn
| -0.024059 | -0.004096 | -0.022763 | -0.027564 | -0.081804 | -0.066363 | -0.020338 | -0.022039 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
8 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c815f781-bf6b-495d-898a-6cd222341414
|
no_churn
| 0.026158 | 0 |
no_churn
| -0.014779 | -0.005733 | -0.004741 | -0.05842 | -0.033067 | -0.075356 | -0.035108 | -0.041823 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
29 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
464f2a64-94b0-4fd1-90bb-25bcf370696c
|
no_churn
| 0.015918 | 0 |
no_churn
| -0.016554 | -0.006524 | -0.005864 | -0.002333 | 0.022124 | -0.167346 | -0.035837 | -0.036692 |
Male
| 63 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,429,600 |
34 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6c2aecac-0363-4078-ac03-8882aef28658
|
no_churn
| 0.025635 | 0 |
no_churn
| -0.041919 | -0.003804 | -0.039214 | -0.046394 | -0.036848 | -0.061636 | -0.016497 | -0.022713 |
Female
| 59 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
35 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
964f7b73-e1e3-4e4a-83b6-d8960c720102
|
no_churn
| 0.099283 | 0 |
no_churn
| -0.114374 | -0.008516 | -0.046258 | -0.058378 | -0.023901 | 0.033801 | -0.030079 | -0.015988 |
Male
| 48 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,429,600 |
8 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
db6ba25f-3948-46a7-93b8-220d32eb38e6
|
no_churn
| 0.178569 | 0 |
no_churn
| 0.084089 | 0.156135 | 0.053466 | 0.113068 | -0.046025 | 0.094113 | 0.004313 | 0.011815 |
Male
| 69 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,429,600 |
67 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7730278a-7e4b-49ff-8c0b-6a0629a01f29
|
no_churn
| 0.011691 | 0 |
no_churn
| -0.047255 | -0.003315 | -0.001144 | -0.022777 | -0.028202 | -0.107221 | -0.016447 | -0.016237 |
Male
| 72 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
157f6dd0-15e6-4c30-ac93-b316621ba3a1
|
no_churn
| 0.094697 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Female
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
36 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
1cc89a06-77ea-44c7-97cb-dc8adf5e3240
|
no_churn
| 0.034662 | 0 |
no_churn
| -0.040159 | -0.006634 | -0.015928 | -0.114091 | 0.015486 | -0.064179 | -0.012427 | -0.031094 |
Male
| 56 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,429,600 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9e25247a-ea1f-4503-ae8c-1e5edf9cbfd5
|
no_churn
| 0.028963 | 0 |
no_churn
| -0.009558 | -0.011768 | -0.018901 | -0.026231 | -0.043607 | -0.078424 | -0.027839 | -0.032698 |
Male
| 39 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
24 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6db44db4-5209-4647-aa27-b2a2abeee916
|
no_churn
| 0.207696 | 0 |
no_churn
| -0.094915 | -0.011229 | -0.050726 | -0.025412 | -0.0209 | 0.04483 | -0.051013 | -0.059661 |
Male
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,429,600 |
23 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
0bb369a3-3afb-427d-b5ab-45fceb43a51a
|
no_churn
| 0.006584 | 0 |
no_churn
| -0.059779 | -0.003929 | -0.026108 | -0.022485 | -0.025608 | -0.100227 | -0.014173 | -0.016718 |
Female
| 57 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,429,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a1947e1-07eb-4cd5-8386-b9652b7c6acd
|
no_churn
| 0.451521 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,429,600 |
2 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d47b0324-4fd3-4ec3-a017-23d7177c04ca
|
no_churn
| 0.218783 | 0 |
no_churn
| 0.143067 | -0.007023 | -0.027661 | -0.051391 | 0.051677 | 0.08347 | -0.027797 | -0.054996 |
Male
| 61 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,429,600 |
26 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d7b4fda2-8546-4ad4-a877-13bcd7b1d3e8
|
no_churn
| 0.136382 | 0 |
no_churn
| -0.089578 | -0.008152 | 0.022521 | -0.070908 | 0.01098 | 0.052378 | -0.056246 | -0.080021 |
Male
| 64 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7df89203-1029-48a7-a384-ed43b79394c6
|
churn
| 0.653048 | 1 |
churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
fbb1cc4c-cb40-42c0-bff6-42337c8f85e0
|
no_churn
| 0.03056 | 0 |
no_churn
| -0.008593 | -0.011916 | -0.014459 | -0.048238 | -0.031555 | -0.066459 | -0.037191 | -0.033948 |
Female
| 26 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,429,600 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
17fcd93a-63c8-4c5f-84ea-e6eb89fa32a9
|
no_churn
| 0.224486 | 0 |
no_churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Female
| 29 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,429,600 |
64 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d319c79b-4e56-4bb4-aca6-4d50653d693c
|
no_churn
| 0.014985 | 0 |
no_churn
| -0.06097 | -0.00335 | -0.023324 | -0.027602 | -0.019729 | -0.104244 | -0.012713 | -0.017093 |
Male
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,429,600 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c26bf1d7-bf54-49ec-89cb-1ac156d0c096
|
no_churn
| 0.01259 | 0 |
no_churn
| -0.051826 | -0.003426 | -0.01367 | -0.021676 | -0.01715 | -0.13278 | -0.012376 | -0.016122 |
Male
| 50 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,429,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
97eb571f-6fee-44ed-b0f6-ac20d50c04fe
|
no_churn
| 0.002595 | 0 |
no_churn
| -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 |
Male
| 34 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,429,600 |
28 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
a65ceeeb-e8d9-40b2-b8a3-1f9f8f4e9d37
|
no_churn
| 0.036814 | 0 |
no_churn
| -0.069195 | -0.00356 | -0.001783 | -0.042884 | 0.009117 | -0.076886 | -0.04097 | -0.042865 |
Female
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,429,600 |
42 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
74eef0ab-4750-425d-a18e-2cbd491a77ea
|
no_churn
| 0.031176 | 0 |
no_churn
| -0.021273 | -0.007269 | -0.02141 | -0.064169 | 0.009429 | -0.111536 | -0.017436 | -0.035362 |
Male
| 71 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,429,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7de089f9-051a-4a14-9873-b8bf22bb1974
|
no_churn
| 0.122177 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 64 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,429,600 |
66 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
ed28b53e-2483-4a3b-a1da-017427495614
|
no_churn
| 0.020588 | 0 |
no_churn
| -0.025368 | -0.003061 | 0.020763 | -0.022518 | 0.007612 | -0.155491 | -0.023742 | -0.052221 |
Male
| 72 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,429,600 |
7 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d55c4c2c-c65a-4d0c-8fe6-29e6e328a221
|
no_churn
| 0.285929 | 0 |
no_churn
| 0.245917 | 0.001274 | 0.069337 | 0.095163 | 0.146562 | 0.096613 | -0.01287 | -0.041023 |
Female
| 67 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,429,600 |
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