Tenure
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| PhoneService
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values | MultipleLines
stringclasses 3
values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
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| prediction_label
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
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| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
0.17
| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
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80
| Dependents
stringclasses 2
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stringclasses 2
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stringclasses 5
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4820d900-d01b-4437-9066-a44354a1287d
|
no_churn
| 0.015285 | 0 |
no_churn
| -0.082345 | -0.004489 | -0.095484 | 0.008583 | 0.045589 | 0.023429 | -0.038053 | -0.056256 |
Male
| 41 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
14 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
9330d8a4-b6ff-406c-b104-5fd29b0840e6
|
churn
| 0.569105 | 1 |
churn
| 0.034228 | -0.005907 | -0.086826 | -0.081871 | 0.058284 | 0.099006 | 0.073714 | 0.107528 |
Female
| 69 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
8 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8096f768-46bb-49d3-91af-cde9f835ab7f
|
churn
| 0.588427 | 1 |
churn
| 0.153206 | 0.134409 | 0.073847 | 0.003603 | 0.097229 | 0.149339 | -0.015357 | -0.025303 |
Female
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
2 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
87da99e3-cbf2-4db6-b9f8-77eb92bd4f98
|
churn
| 0.65217 | 1 |
churn
| 0.271522 | 0.124747 | 0.03899 | 0.001265 | -0.041549 | 0.168939 | 0.077766 | 0.06596 |
Female
| 53 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
50 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41cc0672-35b2-46ab-8a02-202ba5fe3b65
|
no_churn
| 0.098737 | 0 |
no_churn
| -0.03776 | -0.002483 | 0.03878 | -0.184021 | 0.016311 | 0.068336 | -0.037937 | -0.054419 |
Female
| 40 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,898,400 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
062dcb05-7766-4cf6-b512-541708a3912c
|
no_churn
| 0.374714 | 0 |
no_churn
| -0.190763 | -0.004446 | 0.049193 | 0.031427 | 0.034646 | 0.076211 | 0.044037 | 0.015549 |
Female
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
57 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
cdaa2c0c-fc1a-4f47-8de6-7a99ba04989d
|
no_churn
| 0.029884 | 0 |
no_churn
| -0.109762 | -0.023185 | 0.022473 | -0.077129 | 0.057779 | 0.044955 | 0.041458 | 0.064385 |
Female
| 45 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a68c7302-6162-4d79-8caf-138ee171599f
|
no_churn
| 0.037035 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Female
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6cc1dd9e-2e78-4b4b-b3f2-eef6effa9b9c
|
no_churn
| 0.029116 | 0 |
no_churn
| -0.135976 | -0.008356 | -0.033611 | -0.028064 | -0.031719 | 0.02866 | -0.036511 | -0.02345 |
Male
| 47 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,898,400 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84ecb499-5cee-464c-8d1a-698e2d8c9ad8
|
no_churn
| 0.174726 | 0 |
no_churn
| -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
57 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
071c7cfa-a3d9-4947-9669-581aec5f201d
|
no_churn
| 0.029884 | 0 |
no_churn
| -0.109762 | -0.023185 | 0.022473 | -0.077129 | 0.057779 | 0.044955 | 0.041458 | 0.064385 |
Male
| 41 |
No
|
No
|
Retired
|
Urban
|
College
| 1,672,898,400 |
40 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
d7d5633c-6300-4a9f-a31a-e2f8ecaba359
|
no_churn
| 0.286515 | 0 |
no_churn
| -0.110425 | -0.003188 | 0.009776 | 0.012654 | -0.033608 | -0.200157 | 0.010312 | 0.045608 |
Female
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
50 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
506b2624-f13f-4ee7-8449-fcd5a391d42e
|
no_churn
| 0.274983 | 0 |
no_churn
| -0.009001 | -0.001647 | 0.114027 | 0.027692 | 0.041914 | 0.117734 | 0.058483 | 0.002083 |
Male
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
7 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e2401bae-d170-4fca-a857-bda8979f0179
|
churn
| 0.100623 | 1 |
churn
| 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 |
Female
| 78 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c52c896b-c26b-4e47-a730-7eb251ecd843
|
churn
| 0.609438 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Male
| 39 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,898,400 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
79519203-dfa7-4183-ae14-6dfcb64a1fbc
|
no_churn
| 0.006437 | 0 |
no_churn
| 0.017765 | 0.001198 | 0.058294 | 0.077831 | 0.111865 | 0.064552 | -0.0293 | -0.000565 |
Female
| 65 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,898,400 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f344e647-c317-4c50-9a75-2ca62998bab4
|
churn
| 0.525979 | 1 |
churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 33 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,898,400 |
33 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
0b602d87-2294-4b41-8b61-49e65f85855f
|
no_churn
| 0.020843 | 0 |
no_churn
| -0.024736 | -0.003043 | 0.013188 | -0.037768 | 0.008696 | -0.124816 | -0.035945 | -0.064602 |
Female
| 34 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
25 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
30838068-ed04-433a-9cd2-e7363a7705e7
|
churn
| 0.536225 | 1 |
churn
| -0.034165 | -0.01209 | 0.03722 | -0.044373 | -0.188183 | 0.045455 | -0.019221 | 0.026331 |
Male
| 26 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,898,400 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
85a8f4c6-e0a4-4ed6-9cda-760f7f3dc88a
|
no_churn
| 0.145066 | 0 |
no_churn
| 0.063825 | -0.010024 | 0.01057 | 0.028701 | -0.090177 | 0.093923 | 0.03463 | -0.032806 |
Female
| 38 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,898,400 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8f84942-680f-474b-a259-9f85068fa920
|
no_churn
| 0.37994 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 21 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,898,400 |
53 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
cda60c17-c13e-4995-b88b-98dd61d5d39f
|
no_churn
| 0.117792 | 0 |
no_churn
| -0.100045 | -0.007292 | 0.014684 | -0.100693 | -0.103864 | 0.036252 | 0.018934 | 0.033 |
Male
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
33 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30704b2e-454e-4492-972a-51281f330746
|
no_churn
| 0.116864 | 0 |
no_churn
| -0.091 | -0.007845 | -0.023771 | -0.100623 | -0.016991 | 0.032477 | -0.031875 | -0.023398 |
Female
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
11 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
686f60da-7449-4230-9d7e-395615cd5141
|
no_churn
| 0.487258 | 0 |
no_churn
| 0.014881 | -0.005539 | 0.052077 | -0.082351 | -0.104398 | 0.074673 | 0.063237 | 0.049977 |
Female
| 32 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,898,400 |
18 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
70fef6e5-55c6-4b15-85b7-35c6fbe9d2de
|
no_churn
| 0.179058 | 0 |
no_churn
| -0.048157 | -0.019167 | -0.033077 | -0.048723 | -0.078405 | 0.027902 | -0.025671 | 0.006271 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
54 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aad622fb-1ba6-44bf-a0df-f74941002add
|
no_churn
| 0.015285 | 0 |
no_churn
| -0.082345 | -0.004489 | -0.095484 | 0.008583 | 0.045589 | 0.023429 | -0.038053 | -0.056256 |
Male
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
41 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
9c68dfcd-8fe2-4fc9-91c3-b44bfeb9cdad
|
no_churn
| 0.026 | 0 |
no_churn
| -0.062456 | -0.002664 | -0.0585 | 0.077965 | 0.126418 | 0.042852 | 0.037677 | 0.012182 |
Female
| 39 |
No
|
Yes
|
Employed
|
Rural
|
Doctor
| 1,672,898,400 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
2fd1f4d6-dc1d-440e-abde-a8bac79dc2a4
|
no_churn
| 0.049307 | 0 |
no_churn
| -0.09418 | -0.001311 | 0.042273 | -0.002063 | 0.090573 | 0.059496 | 0.053304 | 0.092883 |
Female
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
6 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f00fa34a-7d8e-48db-9ca8-8bc20622d670
|
no_churn
| 0.00743 | 0 |
no_churn
| -0.076906 | -0.00738 | -0.048388 | -0.069514 | 0.020504 | 0.067016 | -0.061634 | -0.037724 |
Male
| 40 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,898,400 |
53 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1a155629-a8cc-4148-b97d-53e9504ebdc5
|
no_churn
| 0.055433 | 0 |
no_churn
| -0.081239 | -0.006314 | 0.018591 | -0.020699 | -0.132133 | 0.030801 | -0.018102 | -0.016597 |
Male
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
8 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
4d7a5fc0-9987-414c-8b6a-cba62cdac4bb
|
no_churn
| 0.732914 | 0 |
no_churn
| 0.145752 | -0.002237 | 0.0179 | -0.022266 | 0.109668 | 0.149395 | 0.166963 | 0.132464 |
Male
| 62 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8d1f7516-1aca-4134-a5c0-dfcbcdfcdbde
|
no_churn
| 0.569029 | 0 |
no_churn
| -0.053204 | -0.004025 | -0.11868 | -0.004668 | -0.052659 | 0.058622 | -0.067735 | -0.006677 |
Female
| 24 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
8e22ba39-5eaa-40e5-bf0a-0e25f14cf858
|
no_churn
| 0.235822 | 0 |
no_churn
| -0.010479 | -0.01463 | -0.036983 | -0.080064 | -0.139622 | 0.042872 | -0.001963 | 0.011843 |
Male
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1bf0fd0c-69dd-4504-a171-6028d0110213
|
churn
| 0.876743 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 53 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,898,400 |
9 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b0546aa5-0ff6-4705-98a2-26394676bf1c
|
churn
| 0.841193 | 1 |
churn
| 0.095316 | -0.003515 | 0.100055 | -0.010865 | 0.153905 | 0.13824 | 0.104684 | 0.118821 |
Male
| 42 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
43 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b5284d4d-b099-40eb-9366-da02d699693c
|
churn
| 0.478452 | 1 |
churn
| -0.086675 | -0.003482 | -0.109124 | 0.003678 | -0.02194 | 0.071007 | -0.005819 | 0.023328 |
Female
| 68 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,898,400 |
53 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
8ef8ec61-b809-4835-8a25-940f788a8753
|
no_churn
| 0.117792 | 0 |
no_churn
| -0.100045 | -0.007292 | 0.014684 | -0.100693 | -0.103864 | 0.036252 | 0.018934 | 0.033 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8e3c6b10-b3f9-4705-84c3-8777ba55db0a
|
no_churn
| 0.229026 | 0 |
no_churn
| -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 |
Female
| 27 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,898,400 |
59 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d77a10ca-319b-4a14-baf1-268fb89a8d02
|
no_churn
| 0.055308 | 0 |
no_churn
| -0.141855 | -0.007601 | -0.007545 | -0.079908 | -0.092947 | 0.038809 | 0.015161 | 0.00686 |
Female
| 64 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef55f7a4-9f8d-4f2d-8fd7-c54641543dda
|
churn
| 0.612635 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 66 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
64 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
51c6d793-e0c0-4b15-bb63-596a4e19eaad
|
no_churn
| 0.016962 | 0 |
no_churn
| -0.09395 | -0.005101 | -0.054747 | -0.041708 | -0.028224 | 0.033105 | -0.021646 | -0.046755 |
Female
| 78 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,898,400 |
26 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
959cd5e3-1b36-4b48-9f82-89f98e1ecc29
|
no_churn
| 0.459123 | 0 |
no_churn
| -0.186852 | -0.007606 | -0.064108 | 0.045505 | -0.064809 | 0.034388 | 0.006569 | 0.027886 |
Male
| 67 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,898,400 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
e98d2bc3-a0e9-470a-a18d-0b023a7f05ce
|
no_churn
| 0.028029 | 0 |
no_churn
| -0.066118 | -0.002895 | -0.018205 | -0.018911 | -0.04034 | -0.17193 | 0.024845 | 0.024529 |
Female
| 57 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
229a78cd-de15-4150-8701-47a6a6620be7
|
no_churn
| 0.672023 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,898,400 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9061ce16-1178-4a78-807c-63411feae8a9
|
no_churn
| 0.041816 | 0 |
no_churn
| -0.032361 | -0.00702 | -0.03234 | -0.06134 | -0.042743 | 0.052851 | -0.031715 | -0.025024 |
Female
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
53 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
5210e465-0b9d-428e-9692-db618ae0ec7c
|
no_churn
| 0.055433 | 0 |
no_churn
| -0.043638 | -0.003159 | 0.005418 | -0.044793 | -0.050001 | -0.063288 | -0.018142 | -0.021423 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
cf559a69-60f7-4c72-8535-efc1093ffc93
|
no_churn
| 0.057223 | 0 |
no_churn
| -0.191679 | -0.002504 | 0.026262 | 0.020019 | 0.008219 | -0.115136 | 0.028889 | 0.026904 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c84e15d0-c4b1-43a9-9aec-18be6f9fdaba
|
no_churn
| 0.376346 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 60 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
9c057ff2-1c57-4b3a-85c0-2ddc38de45da
|
churn
| 0.138057 | 0 |
no_churn
| -0.106483 | -0.00244 | 0.018657 | 0.051858 | -0.013797 | -0.160468 | -0.033583 | -0.02277 |
Male
| 26 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
6 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
592802d6-e427-436c-9f5a-d1badad5efe1
|
no_churn
| 0.00743 | 0 |
no_churn
| -0.017894 | -0.003966 | -0.00751 | -0.032938 | 0.007959 | -0.146769 | -0.037512 | -0.030396 |
Female
| 62 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
295bdc28-17c9-49f8-9a72-35e825204ebf
|
no_churn
| 0.210408 | 0 |
no_churn
| -0.071302 | -0.004321 | 0.047515 | 0.101255 | -0.158132 | 0.060534 | -0.02033 | -0.010759 |
Male
| 51 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,898,400 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a93cc399-b467-4ffd-977f-2e76e78d6063
|
no_churn
| 0.141234 | 0 |
no_churn
| -0.040062 | -0.007996 | -0.015717 | -0.089856 | -0.034019 | 0.05376 | -0.041631 | -0.0266 |
Male
| 45 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,898,400 |
10 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a9c778b1-722a-4a1a-9aac-be0952e8d2f8
|
churn
| 0.738323 | 1 |
churn
| 0.12837 | -0.004873 | 0.030602 | -0.029768 | 0.10181 | 0.148305 | 0.213805 | 0.129389 |
Male
| 36 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,898,400 |
11 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
49884a1e-7f87-4d73-9f2b-16402bfea332
|
churn
| 0.128767 | 1 |
churn
| 0.155522 | 0.005033 | 0.021146 | 0.029398 | 0.148619 | 0.140766 | -0.032568 | -0.015275 |
Male
| 38 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,672,898,400 |
46 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c7875a6a-8d57-402d-8466-5aa0c2f040f7
|
no_churn
| 0.145867 | 0 |
no_churn
| -0.214908 | -0.003644 | 0.043656 | 0.019836 | 0.005681 | 0.061382 | -0.03211 | -0.013606 |
Male
| 71 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
25 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
1dc246e8-4105-4b92-850e-45e045ea00a4
|
churn
| 0.614114 | 1 |
churn
| -0.127166 | -0.008864 | -0.136643 | -0.051296 | 0.076924 | 0.025658 | 0.026239 | 0.054456 |
Male
| 39 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
65 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
ff298995-962b-4b77-9a5b-f8baf7a4f79f
|
no_churn
| 0.148135 | 0 |
no_churn
| -0.172184 | -0.010869 | -0.022391 | -0.012439 | -0.092121 | 0.039019 | 0.008219 | 0.030407 |
Male
| 66 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
41 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
8176878b-81fe-47c6-8702-ff7bf201248a
|
no_churn
| 0.026 | 0 |
no_churn
| -0.007713 | -0.000931 | 0.016566 | 0.03964 | 0.112088 | -0.132756 | 0.062719 | 0.07136 |
Female
| 44 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,898,400 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2c2f438f-99ed-49b7-b75d-e5c4f5c2a458
|
churn
| 0.376733 | 1 |
churn
| -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 |
Male
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
28 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
27d9fa61-c070-4ed2-a578-c41922c53e7d
|
no_churn
| 0.069434 | 0 |
no_churn
| -0.117354 | -0.01075 | -0.032236 | -0.061672 | 0.018307 | 0.036688 | -0.050786 | -0.04789 |
Male
| 66 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
59e21f3f-0a3a-4274-a1bb-3124b859c711
|
no_churn
| 0.009577 | 0 |
no_churn
| -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 |
Female
| 42 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,898,400 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
644b3ce4-cb30-4428-a023-dcc78c7c3962
|
churn
| 0.745711 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Male
| 77 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
e62dd355-fe62-461b-ac21-4b7c4e59ec4f
|
no_churn
| 0.037035 | 0 |
no_churn
| 0.013422 | -0.008244 | -0.005993 | -0.018842 | 0.016615 | -0.066812 | -0.030857 | -0.036982 |
Male
| 57 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,898,400 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
758c51ee-0bb2-4c9e-844b-4ce080ad16e9
|
no_churn
| 0.37994 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 64 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,898,400 |
25 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
45929499-87cd-47ed-981d-9e19eeb9ed00
|
churn
| 0.614114 | 1 |
churn
| -0.127166 | -0.008864 | -0.136643 | -0.051296 | 0.076924 | 0.025658 | 0.026239 | 0.054456 |
Male
| 75 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
8 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
3d3993fc-6b03-4875-a23a-a7727bf46889
|
churn
| 0.611286 | 1 |
churn
| 0.136402 | -0.000876 | 0.036771 | -0.002397 | 0.096391 | 0.162652 | 0.159346 | 0.142684 |
Female
| 48 |
Yes
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,898,400 |
30 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
15cfdc41-225e-469e-a2a0-b21d5e49410b
|
churn
| 0.129102 | 1 |
churn
| -0.057343 | -0.006161 | -0.069426 | 0.00245 | 0.111754 | 0.073959 | 0.059849 | 0.084774 |
Female
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
1fd5b82a-d7f6-4497-8a49-cb614adb7c19
|
churn
| 0.313264 | 1 |
churn
| -0.072482 | -0.004293 | 0.025894 | -0.034037 | -0.031917 | -0.211453 | 0.039879 | 0.049382 |
Male
| 69 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,898,400 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c1cf6a12-2d48-4be3-b067-3ff795c2c524
|
no_churn
| 0.355736 | 0 |
no_churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Male
| 20 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,898,400 |
45 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
1365eaa8-22b5-400d-9f07-3a3cc72a12f5
|
no_churn
| 0.151619 | 0 |
no_churn
| -0.124671 | 0.003918 | -0.038231 | 0.026243 | 0.069077 | 0.09287 | 0.05833 | 0.068439 |
Male
| 74 |
No
|
No
|
Retired
|
Rural
|
High School or Below
| 1,672,898,400 |
30 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d8578c88-1236-4148-afe2-c16568be8a72
|
churn
| 0.129102 | 1 |
churn
| -0.057343 | -0.006161 | -0.069426 | 0.00245 | 0.111754 | 0.073959 | 0.059849 | 0.084774 |
Male
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
7 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
adfce936-5d3c-440d-bda9-24df2e613ad2
|
churn
| 0.100623 | 1 |
churn
| 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 |
Female
| 51 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
5cb5b7f8-55ed-4dab-abf8-45271e19108c
|
churn
| 0.874596 | 1 |
churn
| 0.222148 | -0.004005 | 0.067764 | 0.128821 | 0.101189 | 0.123289 | 0.038706 | 0.045561 |
Female
| 49 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
33 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
62d484f4-9ac0-4ed5-8096-0b74838d7b73
|
no_churn
| 0.020843 | 0 |
no_churn
| -0.115784 | -0.004607 | 0.037482 | -0.105428 | 0.045523 | 0.019166 | -0.039003 | -0.049709 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
6 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
6df7a7bb-379d-457b-9e11-f41d4a0c8ee3
|
no_churn
| 0.00743 | 0 |
no_churn
| -0.017894 | -0.003966 | -0.00751 | -0.032938 | 0.007959 | -0.146769 | -0.037512 | -0.030396 |
Male
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
7 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8501bb7e-5d58-48d6-9c90-586164cf77a0
|
no_churn
| 0.032836 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 60 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,898,400 |
53 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
85668889-e90b-4d31-91ec-852ad17974e0
|
no_churn
| 0.055433 | 0 |
no_churn
| -0.081239 | -0.006314 | 0.018591 | -0.020699 | -0.132133 | 0.030801 | -0.018102 | -0.016597 |
Female
| 71 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,898,400 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a20ae957-57a3-4484-95e2-68eb3a727112
|
churn
| 0.527287 | 1 |
churn
| 0.217899 | 0.015269 | 0.00687 | 0.040811 | 0.060686 | 0.161492 | 0.104044 | 0.059486 |
Male
| 68 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,898,400 |
57 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
83d1e0b3-759a-41a6-b665-54dad814ec49
|
no_churn
| 0.029884 | 0 |
no_churn
| -0.109762 | -0.023185 | 0.022473 | -0.077129 | 0.057779 | 0.044955 | 0.041458 | 0.064385 |
Male
| 59 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
23 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
b11179ea-75ab-4efb-b38b-814dcbd07b7e
|
no_churn
| 0.014675 | 0 |
no_churn
| -0.064165 | -0.003295 | 0.015124 | -0.053587 | -0.058442 | -0.158374 | 0.026243 | 0.02747 |
Male
| 79 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
972c880e-2e27-48cf-8b74-111ad1ff78fa
|
no_churn
| 0.224469 | 0 |
no_churn
| -0.173712 | -0.002509 | -0.053636 | 0.007712 | 0.049051 | 0.063911 | -0.027532 | -0.053978 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
13ef8aa4-d291-4064-b2cd-3e3032ca9711
|
no_churn
| 0.009577 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Male
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
65 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
445c09ea-ca73-4d9b-97af-d939d7ebdd59
|
no_churn
| 0.148135 | 0 |
no_churn
| -0.114576 | -0.00368 | 0.001554 | -0.013159 | -0.08973 | -0.065607 | 0.01259 | 0.033582 |
Female
| 27 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,898,400 |
20 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
681ad3ad-49b5-416a-a67b-90220db77817
|
no_churn
| 0.015288 | 0 |
no_churn
| -0.144515 | 0.0402 | 0.002202 | -0.049899 | 0.021722 | 0.056805 | -0.054961 | -0.06058 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,898,400 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6bc251c5-9be8-467c-b38b-3b2c933c4921
|
no_churn
| 0.266591 | 0 |
no_churn
| -0.172568 | -0.007962 | -0.067256 | 0.032385 | -0.002002 | 0.049254 | -0.034661 | -0.066216 |
Female
| 20 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,898,400 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
71f7a5db-d1ee-43df-8524-9d0f200ba312
|
no_churn
| 0.006437 | 0 |
no_churn
| 0.004004 | -0.003098 | 0.01324 | 0.006671 | -0.002553 | -0.222005 | -0.034665 | -0.030619 |
Male
| 47 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d2da6dfd-06ab-4489-a70e-1c00e4bd9516
|
churn
| 0.514037 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 73 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,898,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
da0447d3-670c-4769-a032-7c9123a57b55
|
churn
| 0.609438 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Female
| 40 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
41 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a44f8ad4-c05e-4cf2-9f02-57e434fd3b28
|
no_churn
| 0.091548 | 0 |
no_churn
| 0.114111 | -0.006382 | 0.057952 | 0.182071 | 0.123696 | 0.120677 | 0.007126 | 0.021818 |
Male
| 37 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,898,400 |
10 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
406fc6c8-e76e-4130-8faa-c583b5d796c3
|
no_churn
| 0.108893 | 0 |
no_churn
| -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 |
Male
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
38 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
16b10ee0-6bfb-4a3d-898c-0ec66733baf4
|
no_churn
| 0.073009 | 0 |
no_churn
| 0.122677 | 0.00173 | 0.045782 | 0.012827 | 0.063304 | 0.042186 | -0.003764 | -0.035228 |
Male
| 41 |
Yes
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,898,400 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
640e66e9-3db7-43e9-aac9-144b207647d5
|
no_churn
| 0.145066 | 0 |
no_churn
| 0.027621 | -0.005635 | -0.052567 | -0.061111 | -0.066848 | -0.121912 | 0.05131 | 0.030116 |
Male
| 36 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
50 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
a376021b-791b-412e-a655-331c4c8f2fb1
|
no_churn
| 0.221443 | 0 |
no_churn
| -0.053043 | -0.004637 | 0.088765 | 0.098241 | -0.073726 | 0.052554 | 0.118486 | 0.048834 |
Male
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c851ac41-fab1-49ed-aa2b-6fa07bb5acea
|
no_churn
| 0.037035 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Female
| 37 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
ed57e3fc-72a0-456d-81c4-78bacaeb5489
|
no_churn
| 0.145066 | 0 |
no_churn
| 0.063825 | -0.010024 | 0.01057 | 0.028701 | -0.090177 | 0.093923 | 0.03463 | -0.032806 |
Male
| 20 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
58f41ccb-24d0-475d-97be-703be659dc14
|
churn
| 0.624292 | 1 |
churn
| -0.049093 | -0.003603 | 0.064474 | 0.069987 | 0.016471 | 0.100793 | -0.020695 | 0.046632 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
72 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dbff2b8e-fddc-4db6-93bd-ce5ffdcad208
|
no_churn
| 0.002311 | 0 |
no_churn
| -0.106289 | -0.004076 | -0.010638 | -0.028307 | -0.010508 | 0.048281 | -0.035394 | -0.052093 |
Female
| 45 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,898,400 |
69 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
fe4d6602-491b-4935-825d-496526a7e24c
|
no_churn
| 0.245784 | 0 |
no_churn
| -0.053993 | -0.000334 | 0.000151 | -0.04247 | 0.010667 | -0.079504 | 0.05229 | 0.0775 |
Male
| 56 |
Yes
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,898,400 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c5159274-ce6b-4af8-9f38-65e876790893
|
no_churn
| 0.37994 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 20 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,898,400 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
20e95b9a-9536-49ae-bd17-f1545930a02b
|
no_churn
| 0.296356 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 51 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
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