Tenure
int64 0
72
| PhoneService
stringclasses 2
values | MultipleLines
stringclasses 3
values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
36
| prediction_label
stringclasses 2
values | prediction_score
float64 0
0.95
| actual_score
int64 0
1
| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
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| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
0.17
| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
int64 20
80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
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stringclasses 5
values | LocationCode
stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
33b989cf-9373-44c2-8cd1-b6c0845250ca
|
no_churn
| 0.051957 | 0 |
no_churn
| -0.028171 | 0.071224 | 0.022268 | 0.032393 | 0.014708 | -0.080323 | -0.027346 | -0.035779 |
Female
| 31 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,673,157,600 |
64 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a4da5839-a96a-495b-a21f-6bd70db755bc
|
no_churn
| 0.045314 | 0 |
no_churn
| -0.16908 | -0.004886 | 0.013136 | 0.047499 | 0.098118 | 0.052578 | 0.037645 | 0.043963 |
Female
| 21 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,157,600 |
1 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38abd3d3-c22f-4b30-805f-1b80d1f513bf
|
no_churn
| 0.568843 | 0 |
no_churn
| 0.190371 | 0.047002 | 0.011085 | -0.179517 | -0.028761 | 0.111959 | -0.037818 | -0.047144 |
Male
| 78 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
18 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8d2a0f5-693f-43fc-a907-8bdb49fc28a5
|
no_churn
| 0.051957 | 0 |
no_churn
| -0.020945 | 0.069731 | 0.024803 | -0.020788 | 0.01628 | 0.06902 | -0.036596 | -0.053793 |
Male
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
39 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8791623b-5751-4d5a-b8d1-cb79cfd25653
|
no_churn
| 0.453168 | 0 |
no_churn
| -0.167881 | -0.004147 | 0.029746 | -0.024533 | -0.027371 | 0.069854 | -0.073562 | 0.008868 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
32 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9d39629b-b4c7-49a5-953c-923d41f4a023
|
no_churn
| 0.02325 | 0 |
no_churn
| -0.015848 | -0.005225 | -0.01029 | -0.044517 | -0.036048 | -0.102316 | -0.021161 | -0.03362 |
Female
| 70 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
48 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d98ccb65-0717-4426-bc74-1286a47d53a8
|
no_churn
| 0.144715 | 0 |
no_churn
| -0.11605 | -0.003224 | 0.022307 | -0.040537 | -0.113071 | 0.081187 | 0.101941 | 0.060087 |
Male
| 35 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,673,157,600 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
fa469a06-6a05-431d-ab5a-36c5630575eb
|
churn
| 0.181368 | 1 |
churn
| 0.004802 | -0.001593 | 0.066338 | 0.078243 | 0.047396 | -0.062868 | 0.000679 | -0.002689 |
Female
| 69 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,157,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e4d94ed-80f3-406a-a269-ccd55f143969
|
no_churn
| 0.183076 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Male
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ca6ee34c-1552-4828-a1b8-d185cfceb377
|
churn
| 0.217767 | 1 |
churn
| 0.072442 | -0.01467 | -0.037415 | -0.07052 | 0.060746 | 0.090977 | -0.00698 | 0.004717 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
105e5f07-3cf7-406a-a179-890fe2cf0017
|
no_churn
| 0.118197 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 33 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,157,600 |
13 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3102846e-00c3-41dd-b3cc-6b6b9e597144
|
no_churn
| 0.088231 | 0 |
no_churn
| -0.017814 | -0.018767 | -0.108693 | -0.072705 | 0.013776 | 0.054658 | -0.04986 | -0.069621 |
Male
| 31 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
29 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
20176d52-f5ea-4f7b-a3f4-566ed28537c3
|
no_churn
| 0.04191 | 0 |
no_churn
| 0.102044 | -0.005199 | 0.034455 | 0.056845 | 0.103657 | 0.09939 | -0.030329 | -0.039889 |
Male
| 72 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f493610-a95b-4cab-99a9-39377d128fde
|
no_churn
| 0.439282 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 26 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
43 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9bbc9159-a49a-467e-90dd-02610d9d5efe
|
no_churn
| 0.006915 | 0 |
no_churn
| -0.036228 | -0.000789 | 0.072417 | 0.012202 | 0.08627 | 0.096564 | -0.013963 | -0.008285 |
Male
| 54 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,157,600 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
3ba19fd0-3f48-4f4d-8a07-105eab8ca305
|
churn
| 0.676663 | 1 |
churn
| 0.131171 | -0.004224 | 0.124869 | 0.097965 | 0.101845 | 0.115712 | 0.043859 | 0.064776 |
Female
| 51 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,673,157,600 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
b6dc1497-1b14-4f64-b610-6406e5f1fe11
|
no_churn
| 0.092906 | 0 |
no_churn
| 0.004802 | -0.001593 | 0.066338 | 0.078243 | 0.047396 | -0.062868 | 0.000679 | -0.002689 |
Female
| 79 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2cd61abd-390a-445d-8f91-e196a6084dcd
|
churn
| 0.890931 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 71 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,157,600 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
ce603928-c63d-4912-853a-8f5126f050f0
|
no_churn
| 0.116917 | 0 |
no_churn
| -0.028503 | -0.003145 | -0.098438 | 0.061838 | 0.008159 | -0.171639 | -0.009209 | -0.028089 |
Female
| 23 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
8 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c0646821-29d8-40c8-9ead-aa11414683a8
|
churn
| 0.061024 | 1 |
churn
| 0.040924 | -0.006721 | 0.00584 | -0.007847 | -0.002206 | -0.13 | -0.024173 | -0.04101 |
Male
| 52 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
19 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
49ea661f-f8d4-4ac7-b7e4-3701393502d3
|
no_churn
| 0.010451 | 0 |
no_churn
| -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 |
Male
| 25 |
No
|
Yes
|
Medical Leave
|
Urban
|
Master
| 1,673,157,600 |
19 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
432918c1-a0b0-48d2-b6c8-3311167b0c44
|
no_churn
| 0.142357 | 0 |
no_churn
| 0.045054 | -0.005374 | -0.064107 | -0.012689 | 0.114765 | 0.088949 | 0.097449 | 0.11061 |
Male
| 30 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
3 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8dd6ba22-d32b-4e5f-9406-88dd83d50ed7
|
churn
| 0.906281 | 1 |
churn
| 0.120885 | -0.003796 | 0.060935 | -0.01352 | 0.046936 | 0.134247 | 0.053621 | 0.080833 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d934b457-aa60-4f04-926e-b3de2ac6e1e7
|
no_churn
| 0.21962 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Male
| 33 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
64 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
4c8e9cf8-f69b-4504-922e-ab2d9b0112f3
|
no_churn
| 0.206658 | 0 |
no_churn
| -0.294336 | -0.003838 | 0.025106 | -0.075096 | 0.002139 | 0.043473 | 0.017348 | 0.016179 |
Male
| 30 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
68 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
7e8e754a-ebd0-4f52-8c80-3a945ae9975b
|
churn
| 0.179154 | 1 |
churn
| -0.205186 | -0.003534 | 0.041095 | -0.00076 | 0.029023 | 0.055446 | -0.040504 | 0.065061 |
Male
| 43 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91535818-df5d-47bf-a4f7-ec2ec58f51e3
|
churn
| 0.546232 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Female
| 70 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,673,157,600 |
39 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8eeb0aa0-93a5-4fe8-8357-c893c060949e
|
no_churn
| 0.03658 | 0 |
no_churn
| -0.025776 | -0.006111 | 0.005512 | -0.021944 | 0.013887 | -0.173339 | -0.020661 | -0.030596 |
Male
| 33 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1971f286-ca98-4d15-ac1c-a60e515f8b73
|
no_churn
| 0.469901 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
141f09e0-87ff-460e-8371-de68bf050f41
|
churn
| 0.210391 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 29 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
57 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3aa7d2eb-6d7d-4e6f-83d9-7e7ee39f7364
|
no_churn
| 0.178048 | 0 |
no_churn
| -0.201653 | -0.006859 | -0.004071 | 0.035066 | -0.069127 | 0.019255 | -0.019385 | -0.022251 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
13 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
7e402c03-7786-4d66-88bc-3feba2a1128c
|
no_churn
| 0.459929 | 0 |
no_churn
| 0.017368 | 0.038744 | -0.054195 | -0.067418 | 0.000538 | 0.079364 | -0.070639 | 0.025545 |
Female
| 56 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
64 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
dfa54c27-3f53-4621-a5ca-8700377aa4d2
|
no_churn
| 0.316152 | 0 |
no_churn
| -0.246542 | -0.004415 | -0.022205 | 0.000902 | -0.040273 | 0.02537 | 0.031593 | 0.01321 |
Female
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
19 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ced9ae5-415d-4f81-9a8a-6a3435b6e09a
|
no_churn
| 0.010451 | 0 |
no_churn
| -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 |
Male
| 36 |
No
|
No
|
Disabled
|
Suburban
|
Master
| 1,673,157,600 |
34 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
9e0ffecf-5920-4a50-9c6f-6bf93a4c753c
|
no_churn
| 0.047467 | 0 |
no_churn
| -0.025865 | -0.004209 | -0.031849 | -0.098682 | 0.008631 | -0.064155 | -0.018968 | -0.033929 |
Female
| 34 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
13 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
3c7914c2-ef75-4be0-8ce0-c951be7ff80b
|
no_churn
| 0.459929 | 0 |
no_churn
| 0.017368 | 0.038744 | -0.054195 | -0.067418 | 0.000538 | 0.079364 | -0.070639 | 0.025545 |
Male
| 52 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
80b89716-c160-4ed4-ab69-93d523650d3a
|
churn
| 0.892033 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 44 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
b1154a63-e463-4f9c-8d78-9a2d5ba41e98
|
no_churn
| 0.008456 | 0 |
no_churn
| -0.183022 | -0.010726 | -0.025211 | -0.011968 | -0.075997 | 0.032004 | 0.010591 | 0.036769 |
Female
| 26 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,673,157,600 |
60 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e10f6347-c4ce-4431-bbfd-a77b87af0426
|
no_churn
| 0.012383 | 0 |
no_churn
| -0.06597 | -0.000916 | 0.065337 | 0.040297 | 0.078259 | 0.087379 | -0.010364 | 0.001954 |
Female
| 62 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,673,157,600 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2f3711fb-2339-4056-94bb-6ad7698eefc1
|
no_churn
| 0.118197 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 38 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,673,157,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55df1386-b436-4bfc-8b33-127c03729bb6
|
churn
| 0.890931 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
86c84afe-3c2e-4c5a-bc55-3bf306666f09
|
no_churn
| 0.750734 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 71 |
Yes
|
No
|
Medical Leave
|
Urban
|
College
| 1,673,157,600 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
fe9cbac4-861a-4f95-90a9-110116996ca1
|
no_churn
| 0.001926 | 0 |
no_churn
| -0.061977 | -0.003512 | -0.012638 | -0.020423 | -0.015405 | -0.130857 | -0.010778 | -0.013436 |
Female
| 49 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,673,157,600 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
14a04202-06e5-4474-971b-5b2a6b65dc00
|
no_churn
| 0.078665 | 0 |
no_churn
| -0.022809 | -0.002587 | 0.008962 | -0.021193 | -0.027132 | -0.119111 | -0.020162 | -0.016137 |
Female
| 23 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
39 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
0e9720ad-5535-4b9d-a045-983e639fbfa2
|
no_churn
| 0.212989 | 0 |
no_churn
| 0.00086 | 0.102135 | 0.060575 | -0.031857 | 0.036398 | 0.116586 | 0.099437 | 0.05684 |
Male
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7763c36a-e97c-4c96-a941-92034caad51c
|
no_churn
| 0.118197 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 24 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,157,600 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a63cd8e4-200a-4458-9134-89e85a53cebc
|
no_churn
| 0.351587 | 0 |
no_churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Male
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
87ffd51d-099a-4c28-a761-042bca7e395a
|
no_churn
| 0.008049 | 0 |
no_churn
| -0.068448 | -0.001485 | 0.016409 | 0.000685 | 0.109919 | 0.109069 | 0.080199 | 0.090363 |
Female
| 64 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,157,600 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
67b731da-8564-4b92-a6d3-d6fd2b5fffe2
|
churn
| 0.546232 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
56 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
bb965872-317f-4fe0-8015-07984971a78a
|
no_churn
| 0.03535 | 0 |
no_churn
| 0.112092 | -0.002591 | -0.044245 | 0.03161 | 0.083771 | -0.029262 | -0.009708 | -0.010694 |
Male
| 26 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
93aa5191-597f-470b-9f15-90318b979eb1
|
no_churn
| 0.071397 | 0 |
no_churn
| -0.008017 | -0.001233 | 0.051939 | -0.001622 | 0.124401 | 0.103715 | 0.061534 | 0.024733 |
Male
| 42 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,157,600 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cda10377-d0f3-4271-9015-78717bd6c04b
|
no_churn
| 0.337947 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Male
| 31 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,157,600 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
473c4216-8968-4cbc-9e0d-d9b667b8712f
|
no_churn
| 0.108261 | 0 |
no_churn
| -0.014652 | -0.010705 | -0.081772 | -0.093879 | 0.008817 | 0.054348 | -0.058874 | -0.072308 |
Female
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
27 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
b8840ee0-befb-43c0-b80c-1981b6f59a1f
|
no_churn
| 0.117668 | 0 |
no_churn
| -0.053556 | -0.00148 | 0.050023 | -0.029229 | -0.099693 | 0.103439 | 0.116849 | 0.05162 |
Male
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
19 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
677c0475-0295-4e7f-9a7a-4ad46c2a73c0
|
no_churn
| 0.010451 | 0 |
no_churn
| -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 |
Female
| 34 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8fc63c1c-a2a1-4612-a6f3-d127675d5d71
|
no_churn
| 0.448134 | 0 |
no_churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Male
| 52 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
da6f2121-f6a9-4266-813e-5ba0ba5eac33
|
churn
| 0.816493 | 1 |
churn
| 0.244159 | -0.003649 | 0.062551 | 0.113793 | 0.064776 | 0.153708 | 0.049851 | 0.045785 |
Female
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
9 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9569b091-c79c-4090-b99d-29f7d71187a2
|
no_churn
| 0.210419 | 0 |
no_churn
| 0.095316 | -0.003515 | 0.100055 | -0.010865 | 0.153905 | 0.13824 | 0.104684 | 0.118821 |
Male
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
9d590cde-f3cc-4675-b9a5-0196a2afba8d
|
no_churn
| 0.592867 | 0 |
no_churn
| 0.0904 | -0.00548 | -0.047202 | -0.018754 | 0.130616 | 0.112326 | 0.178609 | 0.089828 |
Female
| 36 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
38 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
45a57c0c-f3b2-4752-a558-aaa4572ad974
|
no_churn
| 0.268365 | 0 |
no_churn
| -0.038384 | -0.008392 | -0.020685 | 0.110752 | 0.004618 | 0.101454 | -0.011607 | 0.009397 |
Male
| 34 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,157,600 |
15 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d3e5e819-93e3-4340-b66f-d899ba976a7b
|
no_churn
| 0.028717 | 0 |
no_churn
| 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 |
Female
| 52 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,157,600 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
367a89e4-6d49-4e42-b1b9-6cda9483722b
|
churn
| 0.210391 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
19 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
629dbf1b-cf3c-4e7f-b142-dafd1f1d2080
|
no_churn
| 0.010451 | 0 |
no_churn
| -0.006385 | -0.007428 | -0.017917 | -0.045338 | 0.008369 | -0.116712 | -0.03635 | -0.047265 |
Female
| 57 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,673,157,600 |
38 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4bf520ec-4f2b-4d53-82d2-ad5d0eea4355
|
no_churn
| 0.268365 | 0 |
no_churn
| -0.038384 | -0.008392 | -0.020685 | 0.110752 | 0.004618 | 0.101454 | -0.011607 | 0.009397 |
Male
| 37 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,157,600 |
64 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
41c98eab-005b-4f94-81c7-a052677c64aa
|
no_churn
| 0.206658 | 0 |
no_churn
| -0.294336 | -0.003838 | 0.025106 | -0.075096 | 0.002139 | 0.043473 | 0.017348 | 0.016179 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
3 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2bcbb109-9c9a-4fd3-a374-d67111590f83
|
no_churn
| 0.222642 | 0 |
no_churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Female
| 21 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
17 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
1e6eaf2b-1cae-4556-a622-f79b370e48a5
|
no_churn
| 0.362328 | 0 |
no_churn
| 0.074923 | -0.002834 | 0.031733 | -0.008364 | 0.119234 | 0.122235 | 0.099015 | 0.078365 |
Male
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
987eb3a6-d5bc-47ae-aacc-4e964bc11d85
|
no_churn
| 0.179631 | 0 |
no_churn
| 0.008542 | -0.002426 | 0.114629 | 0.030584 | 0.124694 | 0.132386 | 0.129509 | 0.09539 |
Female
| 74 |
Yes
|
Yes
|
Disabled
|
Suburban
|
College
| 1,673,157,600 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
2835a196-dd14-4a9c-ba6f-6e562136edaf
|
churn
| 0.373826 | 1 |
churn
| -0.205797 | -0.003283 | 0.047593 | -0.04107 | 0.024136 | 0.013947 | -0.05192 | -0.042633 |
Male
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
57 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7aeaf6d5-5096-4ed0-8ce7-c35cc0fb1d35
|
no_churn
| 0.178048 | 0 |
no_churn
| -0.201653 | -0.006859 | -0.004071 | 0.035066 | -0.069127 | 0.019255 | -0.019385 | -0.022251 |
Female
| 77 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
39 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
56562d89-7028-46a6-b286-377bc48ea0ad
|
no_churn
| 0.212989 | 0 |
no_churn
| 0.00086 | 0.102135 | 0.060575 | -0.031857 | 0.036398 | 0.116586 | 0.099437 | 0.05684 |
Female
| 45 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,673,157,600 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
3b7b25ad-e6ae-4941-b3b8-fe8b8f658d6c
|
no_churn
| 0.071397 | 0 |
no_churn
| -0.008017 | -0.001233 | 0.051939 | -0.001622 | 0.124401 | 0.103715 | 0.061534 | 0.024733 |
Female
| 78 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,157,600 |
10 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
a5aa5dc1-be7d-4212-ba3a-1c4407edd65a
|
no_churn
| 0.103764 | 0 |
no_churn
| 0.061645 | 0.000266 | 0.076464 | 0.003772 | -0.036335 | -0.068581 | 0.124153 | 0.089591 |
Female
| 75 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
41 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b65cea08-f581-415b-a801-55ca2822e46f
|
no_churn
| 0.332145 | 0 |
no_churn
| -0.045958 | -0.006394 | -0.008498 | 0.040928 | -0.137768 | 0.028762 | -0.030523 | -0.039574 |
Male
| 51 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,157,600 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5a009ccf-8a40-4bb5-8be6-2f8d750114b1
|
no_churn
| 0.001926 | 0 |
no_churn
| -0.061977 | -0.003512 | -0.012638 | -0.020423 | -0.015405 | -0.130857 | -0.010778 | -0.013436 |
Male
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
22 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
69ef07dc-7220-4c9f-ae85-39584a2fe4c7
|
no_churn
| 0.030824 | 0 |
no_churn
| -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 |
Male
| 69 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
68 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
c1f5a90a-648d-4ae1-a6fd-0a6be5d04eb3
|
no_churn
| 0.009439 | 0 |
no_churn
| -0.092501 | -0.010796 | 0.005808 | 0.010336 | 0.041078 | -0.130421 | 0.035162 | 0.042308 |
Male
| 36 |
Yes
|
No
|
Employed
|
Rural
|
Doctor
| 1,673,157,600 |
67 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94738cf7-e133-496e-bca6-eddaccc391e7
|
no_churn
| 0.04278 | 0 |
no_churn
| -0.139164 | -0.061532 | -0.016807 | 0.012024 | -0.018184 | 0.062571 | -0.007411 | -0.010523 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
75ef2bb5-8bb2-4cdf-b51d-f6bcadf9d324
|
no_churn
| 0.015617 | 0 |
no_churn
| -0.124393 | -0.003124 | 0.003071 | 0.033903 | -0.022606 | -0.131677 | -0.010369 | -0.01383 |
Female
| 73 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
735e88c9-ab07-4049-be50-6477e309fdb0
|
churn
| 0.210391 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
1723b8ca-ebf3-4caf-8265-e340fe93c404
|
no_churn
| 0.542601 | 0 |
no_churn
| -0.271018 | -0.004729 | 0.023265 | 0.001263 | 0.022986 | 0.023422 | -0.043962 | -0.010253 |
Female
| 70 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
1b9549f2-1219-43ca-8d41-1eec7d9416e2
|
no_churn
| 0.016097 | 0 |
no_churn
| -0.136293 | -0.002254 | 0.005525 | 0.000384 | 0.023249 | -0.229037 | 0.026686 | 0.042714 |
Female
| 33 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
ee9f7d2a-b1eb-49cb-8e75-c859fffb46f6
|
no_churn
| 0.010938 | 0 |
no_churn
| -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 |
Male
| 29 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
af0006ec-3a91-475d-90c1-0e01a9652f74
|
no_churn
| 0.022679 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 68 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
6e366f31-658b-4ce6-8a3c-ca3590d0d5c3
|
no_churn
| 0.027132 | 0 |
no_churn
| -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 |
Male
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
8647ceb6-e254-479a-869c-a1ceb70574e5
|
no_churn
| 0.001926 | 0 |
no_churn
| -0.061977 | -0.003512 | -0.012638 | -0.020423 | -0.015405 | -0.130857 | -0.010778 | -0.013436 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1c783e7c-b5b7-4cd4-ac31-58019e367757
|
no_churn
| 0.351587 | 0 |
no_churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Female
| 33 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
37 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef88b0d9-a014-450b-98a7-5d810a8cf41b
|
no_churn
| 0.091117 | 0 |
no_churn
| -0.086162 | -0.007507 | -0.011903 | -0.039573 | 0.02202 | 0.041644 | -0.024388 | -0.033157 |
Female
| 22 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
253f6182-647b-4f48-97b9-1d72c0864d64
|
no_churn
| 0.190021 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Female
| 41 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,673,157,600 |
39 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
60851d34-1349-4674-8b67-e85702374b16
|
no_churn
| 0.212989 | 0 |
no_churn
| 0.00086 | 0.102135 | 0.060575 | -0.031857 | 0.036398 | 0.116586 | 0.099437 | 0.05684 |
Female
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
43 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33f0a17f-c155-4a26-ae0e-ee54d3037851
|
no_churn
| 0.006915 | 0 |
no_churn
| -0.036228 | -0.000789 | 0.072417 | 0.012202 | 0.08627 | 0.096564 | -0.013963 | -0.008285 |
Male
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,673,157,600 |
55 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
488d3674-dca9-4aa5-852d-3763f70347ff
|
no_churn
| 0.012282 | 0 |
no_churn
| -0.11726 | -0.007436 | -0.030398 | -0.012903 | -0.050474 | 0.004128 | -0.032504 | -0.022178 |
Female
| 25 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,157,600 |
14 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38c37bcf-734d-407e-8ddb-6c75923d5efe
|
no_churn
| 0.031055 | 0 |
no_churn
| -0.064122 | -0.008919 | -0.04942 | -0.065173 | 0.013542 | 0.051784 | -0.060829 | -0.073389 |
Female
| 44 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
61ac9364-2337-4ff4-aa71-a7574248540e
|
churn
| 0.181368 | 1 |
churn
| 0.004802 | -0.001593 | 0.066338 | 0.078243 | 0.047396 | -0.062868 | 0.000679 | -0.002689 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
c0d6026d-6baf-4e84-b47c-cacb4df6e8b8
|
churn
| 0.397362 | 1 |
churn
| 0.259282 | -0.005692 | -0.024566 | -0.011171 | 0.100747 | 0.146803 | 0.137915 | 0.127656 |
Female
| 53 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,673,157,600 |
23 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
53c48237-bdc4-41f4-8a37-51e231d75bf7
|
no_churn
| 0.138522 | 0 |
no_churn
| -0.126434 | -0.00628 | -0.040194 | -0.046728 | 0.002406 | 0.035768 | -0.04348 | -0.034084 |
Female
| 71 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
51 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
e91bc01b-a669-48de-afe8-9b5394ccc9f6
|
no_churn
| 0.07316 | 0 |
no_churn
| -0.180825 | -0.008465 | -0.016127 | -0.033485 | -0.11492 | 0.044757 | 0.021905 | 0.038134 |
Male
| 50 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
7 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
187b7c48-7b47-499d-b0b9-1a73273d1682
|
no_churn
| 0.246251 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Male
| 46 |
No
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,673,157,600 |
1 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9ada2047-b695-44b0-ad30-3cac70623d07
|
no_churn
| 0.568843 | 0 |
no_churn
| 0.190371 | 0.047002 | 0.011085 | -0.179517 | -0.028761 | 0.111959 | -0.037818 | -0.047144 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
85e751f3-fe73-4d7c-9369-f2907ecc38ff
|
no_churn
| 0.592867 | 0 |
no_churn
| 0.0904 | -0.00548 | -0.047202 | -0.018754 | 0.130616 | 0.112326 | 0.178609 | 0.089828 |
Male
| 33 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
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