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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b5cf1db-5ea8-4309-94a5-7fbb1ed1efeb
|
no_churn
| 0.002378 | 0 |
no_churn
| -0.130325 | -0.002316 | 0.030519 | 0.024619 | 0.053355 | 0.076573 | -0.025408 | -0.047043 |
Male
| 54 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
135055ae-87d1-4d69-ab78-b9a96b24e487
|
no_churn
| 0.033368 | 0 |
no_churn
| -0.113116 | -0.001913 | 0.031363 | 0.028168 | 0.053003 | 0.07742 | -0.032954 | -0.051997 |
Female
| 26 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
37 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
75a22e38-1609-4480-87d2-2e5348c9aa06
|
churn
| 0.126323 | 1 |
churn
| 0.082205 | 0.200433 | 0.07504 | 0.066815 | 0.069387 | 0.1448 | 0.018859 | 0.013436 |
Female
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
37 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
b6c15a75-30c5-47f0-b989-36070f097c71
|
no_churn
| 0.013957 | 0 |
no_churn
| -0.052796 | 0.022637 | 0.010195 | -0.06087 | 0.011613 | -0.141715 | -0.02254 | -0.03555 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,071,200 |
46 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4218ed6-47d8-4d9b-a0f8-3bd3440f0d57
|
no_churn
| 0.012657 | 0 |
no_churn
| -0.03696 | 0.153041 | 0.066262 | 0.125239 | 0.034213 | 0.110516 | 0.003837 | 0.014826 |
Female
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9861ff72-491b-4794-b94f-f25b9a526c23
|
no_churn
| 0.014449 | 0 |
no_churn
| -0.106853 | -0.004126 | -0.03533 | -0.008115 | 0.005299 | 0.04977 | -0.036429 | -0.053241 |
Female
| 60 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
b0070ef1-e516-47ce-a4a1-5b603479d4b6
|
no_churn
| 0.005928 | 0 |
no_churn
| -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 |
Female
| 64 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,673,071,200 |
20 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8717cfff-2cf2-49da-ab2d-9fc3e4ba3494
|
no_churn
| 0.206376 | 0 |
no_churn
| -0.044882 | 0.067244 | 0.012416 | -0.017549 | -0.024049 | 0.058031 | -0.033795 | -0.059134 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2d4648e6-9153-4952-a37d-1a028267d93d
|
no_churn
| 0.02179 | 0 |
no_churn
| -0.068981 | -0.005908 | -0.006239 | -0.117393 | 0.020685 | 0.036783 | -0.045614 | -0.042359 |
Male
| 41 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
29 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e950ce94-603b-4f5f-9816-5fc9dea0b7ad
|
no_churn
| 0.059836 | 0 |
no_churn
| -0.070244 | 0.054794 | 0.026894 | -0.07377 | -0.162415 | 0.063651 | -0.0125 | -0.015437 |
Female
| 60 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
48 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8c2b3671-15df-4292-b15e-b1438189ba39
|
no_churn
| 0.059916 | 0 |
no_churn
| -0.090467 | -0.004617 | 0.023901 | -0.182551 | 0.018896 | 0.04044 | -0.021121 | -0.02669 |
Male
| 29 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
56 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
667e018f-200e-4225-8795-e1f6620e3f80
|
no_churn
| 0.050582 | 0 |
no_churn
| -0.034419 | -0.006427 | 0.005806 | -0.021168 | -0.040669 | -0.04826 | -0.022188 | -0.0217 |
Male
| 61 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,071,200 |
10 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
355941ff-7ac4-468b-b4cc-476159da8eb7
|
churn
| 0.836146 | 1 |
churn
| 0.130341 | 0.001054 | 0.089928 | -0.000827 | -0.002896 | 0.138326 | 0.143002 | 0.103463 |
Female
| 28 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,071,200 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
309435ac-b2aa-4db2-8e14-642c9ba02715
|
churn
| 0.373131 | 1 |
churn
| -0.008017 | -0.001233 | 0.051939 | -0.001622 | 0.124401 | 0.103715 | 0.061534 | 0.024733 |
Female
| 48 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,673,071,200 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
22b1d4d1-3ed3-4416-8cad-8bca82f34549
|
churn
| 0.83243 | 1 |
churn
| 0.088331 | -0.010154 | -0.049035 | -0.096988 | -0.039291 | 0.069111 | 0.027966 | 0.017701 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
56 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
036a284c-389d-4207-b9ae-b8b7c1d072df
|
no_churn
| 0.041471 | 0 |
no_churn
| -0.001766 | -0.001334 | 0.007401 | -0.017141 | 0.076641 | -0.240173 | 0.032257 | 0.055089 |
Male
| 31 |
No
|
No
|
Unemployed
|
Rural
|
Doctor
| 1,673,071,200 |
69 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
115b25e6-5d75-4385-8082-35334b1e3703
|
no_churn
| 0.075323 | 0 |
no_churn
| -0.116089 | 0.000772 | 0.005765 | -0.028285 | 0.066811 | 0.076267 | 0.077177 | 0.108555 |
Female
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
af38c0a3-b4e4-44bc-9e60-b16b35438e93
|
no_churn
| 0.061061 | 0 |
no_churn
| -0.123168 | -0.000732 | 0.005711 | 0.022896 | -0.092724 | 0.033192 | 0.083885 | 0.065247 |
Male
| 57 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
57 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
cc30af53-be6e-4c18-a73a-45bf03c9aab0
|
no_churn
| 0.248556 | 0 |
no_churn
| -0.156618 | -0.004104 | -0.062597 | 0.000025 | 0.067855 | 0.040881 | -0.023529 | 0.013505 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
67 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
f11db40b-f49d-4f0d-90d1-c741fc38614e
|
no_churn
| 0.080283 | 0 |
no_churn
| -0.107539 | -0.005758 | 0.004403 | -0.054844 | -0.101947 | 0.03443 | 0.011567 | 0.030663 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
29fdf33b-a3a4-4419-b76d-3db64dcc7985
|
churn
| 0.034835 | 0 |
no_churn
| -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 |
Female
| 37 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
68 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
32f5c8d3-7a5e-4cca-8e81-36e5064b660e
|
no_churn
| 0.077343 | 0 |
no_churn
| -0.190751 | -0.003848 | -0.039776 | -0.055089 | 0.002143 | 0.04589 | -0.011324 | 0.045062 |
Female
| 62 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f5c2d196-fdc8-4ce0-87be-e69ce8f9db45
|
no_churn
| 0.029585 | 0 |
no_churn
| -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 |
Female
| 73 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
58 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
12dda4e5-da91-46e8-a0fb-cbc0c3506347
|
no_churn
| 0.280318 | 0 |
no_churn
| -0.19987 | -0.005053 | 0.040603 | -0.003833 | 0.040023 | 0.047758 | -0.053528 | 0.068554 |
Male
| 34 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,071,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
ecbe1d4b-6f1e-4715-88a5-46f4c1384e59
|
no_churn
| 0.033993 | 0 |
no_churn
| 0.017668 | -0.000748 | 0.069557 | 0.107463 | 0.001402 | -0.03855 | 0.080628 | 0.004387 |
Male
| 34 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
6b7601d8-04f2-4d72-bc8d-554c13b34fc8
|
churn
| 0.147957 | 1 |
churn
| -0.211056 | -0.002895 | 0.046625 | -0.016928 | -0.009298 | 0.059063 | 0.028232 | 0.0254 |
Male
| 40 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
71 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
8d217815-9cf7-4b85-8521-539f4c37c295
|
no_churn
| 0.013925 | 0 |
no_churn
| -0.10852 | -0.002999 | -0.022617 | 0.02733 | -0.01886 | -0.1071 | -0.008136 | -0.011457 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ba225d1-45a0-4c6f-960a-77a96f325b0e
|
no_churn
| 0.495268 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Male
| 56 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,071,200 |
42 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
334339c6-e4a4-4126-ba9e-74f9af842c0e
|
no_churn
| 0.252646 | 0 |
no_churn
| -0.068832 | -0.005482 | 0.00571 | 0.086132 | -0.14438 | 0.049175 | -0.048792 | -0.029556 |
Female
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
12 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
05e20cf1-722b-49a4-a650-377bcda891f3
|
churn
| 0.336794 | 1 |
churn
| 0.006125 | -0.004225 | -0.026556 | 0.054522 | -0.126841 | 0.05324 | -0.027931 | -0.052026 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
43 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
3eb009b6-1041-4dc4-8f12-fc44508a5edd
|
no_churn
| 0.056528 | 0 |
no_churn
| -0.046438 | -0.003216 | 0.028216 | 0.074113 | 0.002613 | -0.070673 | -0.032528 | -0.044446 |
Male
| 32 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,071,200 |
9 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e8036b6-064a-4302-9540-45207b57057b
|
no_churn
| 0.521615 | 0 |
no_churn
| -0.01129 | -0.004443 | -0.038354 | 0.01984 | -0.173633 | 0.053916 | -0.03688 | -0.051682 |
Female
| 31 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,071,200 |
40 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f2808023-a1f9-43e0-992f-b034243d28c3
|
no_churn
| 0.263561 | 0 |
no_churn
| -0.038253 | -0.001987 | 0.06459 | 0.035443 | 0.102038 | 0.114281 | 0.071278 | 0.103583 |
Male
| 32 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
52 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
cab3a4ed-473f-4982-a58e-d803f9c931c3
|
no_churn
| 0.288145 | 0 |
no_churn
| -0.057941 | 0.100102 | 0.032316 | 0.011094 | -0.001745 | 0.075693 | 0.160758 | 0.070697 |
Male
| 45 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
827d36d1-b192-4dd7-9857-579704970f4b
|
no_churn
| 0.217291 | 0 |
no_churn
| -0.06264 | -0.015453 | -0.09237 | -0.074376 | -0.140358 | 0.056541 | 0.053814 | 0.025816 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
12 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
0c3db5d4-342b-4114-b380-dc0623b05406
|
no_churn
| 0.107287 | 0 |
no_churn
| 0.097513 | -0.0014 | 0.133859 | 0.03784 | 0.143208 | 0.138575 | 0.050081 | 0.058297 |
Male
| 64 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,673,071,200 |
22 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
44708514-4a1b-45b1-977c-679e939b2ad0
|
no_churn
| 0.474213 | 0 |
no_churn
| -0.053984 | 0.035757 | 0.014406 | -0.019354 | 0.051108 | 0.078319 | 0.061223 | 0.0735 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
43 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
89112b78-f20c-4e0e-adf2-40b9ec08f1fe
|
no_churn
| 0.071046 | 0 |
no_churn
| -0.160563 | -0.008972 | -0.03562 | -0.088614 | -0.015156 | 0.057291 | 0.026078 | 0.056529 |
Male
| 20 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
17 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
826ba6a1-d81f-4f25-b7d8-bdf5b6a7bf8b
|
no_churn
| 0.310309 | 0 |
no_churn
| -0.017023 | -0.042352 | -0.000145 | -0.005317 | -0.106043 | 0.070971 | -0.027315 | 0.038196 |
Male
| 24 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,071,200 |
49 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
15aba02f-fc07-4da6-90c4-b809391fd2cd
|
no_churn
| 0.088195 | 0 |
no_churn
| -0.076812 | -0.001174 | 0.055951 | 0.02363 | 0.040605 | 0.114176 | 0.017626 | 0.026469 |
Female
| 44 |
Yes
|
No
|
Disabled
|
Urban
|
College
| 1,673,071,200 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d9ad4225-be0d-4840-9261-d97109ebf41a
|
churn
| 0.265502 | 1 |
churn
| -0.1939 | 0.016194 | -0.002361 | -0.06828 | -0.059573 | 0.045969 | 0.033106 | 0.039819 |
Female
| 45 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,673,071,200 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
5e4935ed-5f9c-43e2-bf35-c0527403bed1
|
no_churn
| 0.053113 | 0 |
no_churn
| 0.011398 | -0.0053 | -0.030038 | -0.016063 | -0.034266 | -0.097777 | -0.029776 | -0.031538 |
Male
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b16348ec-669e-4af5-b3cd-0c2e3e56927c
|
no_churn
| 0.241472 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 50 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
32 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c6ac0453-d00b-406f-9a2b-540ef66491f0
|
no_churn
| 0.03905 | 0 |
no_churn
| -0.074368 | 0.022292 | 0.005959 | -0.065132 | -0.020855 | -0.109886 | -0.012634 | -0.014403 |
Female
| 21 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,071,200 |
40 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b957ddd-5447-457a-83d8-1762d1a9f17f
|
no_churn
| 0.009636 | 0 |
no_churn
| -0.069987 | -0.01732 | 0.055433 | 0.035341 | 0.072128 | 0.092588 | -0.033075 | -0.018467 |
Male
| 52 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f0d668c7-a2c8-4bd7-841a-aeafd8d2c252
|
no_churn
| 0.305437 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 55 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,071,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
017d545a-fd84-44e3-8174-587bf535a9e6
|
no_churn
| 0.070454 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 22 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4cd2d714-cc66-4f7f-9351-0ed4846d74d2
|
churn
| 0.296113 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
df668851-35cb-4c5f-b6a5-7862e8b6d7b2
|
no_churn
| 0.018498 | 0 |
no_churn
| -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 |
Female
| 33 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,071,200 |
14 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8184b22d-059f-4c4b-93c9-71bf57d19396
|
no_churn
| 0.096286 | 0 |
no_churn
| 0.109867 | -0.008584 | 0.095685 | 0.031356 | -0.000964 | 0.102964 | -0.008297 | -0.008627 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
2 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1532cfa6-c5b0-4b44-9ce5-a718dba9d1b7
|
no_churn
| 0.145214 | 0 |
no_churn
| 0.178469 | -0.009748 | -0.027646 | -0.082014 | -0.076634 | 0.098722 | -0.047539 | -0.040964 |
Female
| 25 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,673,071,200 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5b18247a-6a0e-487f-b455-90458d6510dd
|
no_churn
| 0.125643 | 0 |
no_churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Female
| 40 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f6f748a-3a02-43f3-ba86-c1ae016e1dda
|
no_churn
| 0.035271 | 0 |
no_churn
| -0.105218 | -0.014443 | -0.058307 | -0.035389 | -0.036635 | 0.03495 | -0.035247 | -0.018737 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
69 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3387828f-9ea8-4e1e-a964-bfa9a3d59f9a
|
no_churn
| 0.008922 | 0 |
no_churn
| -0.096823 | -0.003945 | 0.004586 | -0.093799 | 0.016257 | 0.04991 | -0.029595 | -0.068672 |
Female
| 80 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,673,071,200 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e764fde7-18fe-4e8c-90f5-586fe7c3b694
|
no_churn
| 0.327981 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Male
| 64 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,673,071,200 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7726b1f5-4555-4f9e-a3ec-7b5a0686a0d5
|
no_churn
| 0.163856 | 0 |
no_churn
| -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 |
Male
| 32 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,071,200 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7d541edc-2fa2-47f6-b543-1ad6d3382236
|
no_churn
| 0.013411 | 0 |
no_churn
| -0.045936 | -0.003267 | -0.017309 | -0.021087 | -0.01748 | -0.131319 | -0.014767 | -0.017862 |
Male
| 49 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,071,200 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
259e5304-4085-4b1e-ac2b-dba09f87cacf
|
churn
| 0.778552 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Female
| 21 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
69 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ba021e8a-bf08-40ae-bf7d-b7064f9e358c
|
no_churn
| 0.006214 | 0 |
no_churn
| -0.037957 | -0.003658 | -0.003302 | -0.03475 | -0.004741 | 0.056422 | -0.017961 | -0.013079 |
Male
| 54 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,071,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47101ffb-1f32-4f4b-8839-6861ae86b6f4
|
no_churn
| 0.59077 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 52 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
18 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d362a869-fe99-41fc-a909-306755244796
|
churn
| 0.048093 | 1 |
churn
| -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
32 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4994a479-16d0-4ae4-87f7-ff75acf679e1
|
no_churn
| 0.226309 | 0 |
no_churn
| -0.009694 | -0.014941 | 0.001785 | -0.047764 | 0.001966 | 0.052346 | -0.040169 | -0.009222 |
Male
| 40 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
40cb9b0d-56b8-49ed-9825-ef6449396fa3
|
no_churn
| 0.002315 | 0 |
no_churn
| -0.10648 | -0.00408 | -0.039902 | -0.007517 | 0.009272 | 0.055589 | -0.030812 | -0.055096 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f0e9165-229c-4069-a1a7-52a9cebfd695
|
churn
| 0.468816 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 20 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
06e231ff-5779-4830-aa50-161adf55f266
|
churn
| 0.666026 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 44 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
49 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
153b2247-ce5a-411d-b177-78e5581e88f8
|
churn
| 0.123168 | 1 |
churn
| -0.062355 | -0.004271 | 0.023224 | -0.066416 | -0.061146 | 0.046947 | -0.026864 | -0.057311 |
Male
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
12 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c1593278-439c-4297-a0aa-f69d31d44f13
|
no_churn
| 0.010412 | 0 |
no_churn
| 0.12934 | -0.000753 | 0.055537 | 0.035837 | -0.041599 | 0.091306 | -0.014709 | -0.017288 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
9 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a2ca667f-a5d0-4826-9107-6a8256bb6ddb
|
no_churn
| 0.008382 | 0 |
no_churn
| -0.003766 | -0.004977 | -0.015597 | -0.032565 | 0.001281 | -0.146418 | -0.030904 | -0.03408 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
06cb4f03-6ae1-4eeb-83db-a6ca8b4ae879
|
no_churn
| 0.002907 | 0 |
no_churn
| -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 |
Female
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
47 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
4ad89b9f-c6b9-427d-a340-e5e891fcc594
|
no_churn
| 0.038914 | 0 |
no_churn
| -0.024266 | -0.010728 | 0.012376 | -0.020353 | 0.024348 | -0.157128 | -0.035151 | -0.058125 |
Female
| 76 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
25 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
fec18fda-755c-412b-ac3b-6332eb14b6ae
|
no_churn
| 0.033709 | 0 |
no_churn
| -0.017819 | -0.00569 | -0.046634 | -0.030439 | -0.005778 | -0.089057 | -0.033846 | -0.039763 |
Female
| 76 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
39448852-47f7-4c4e-91bf-0f2cf59c723a
|
no_churn
| 0.004834 | 0 |
no_churn
| -0.090869 | -0.002439 | 0.047397 | -0.013266 | 0.061205 | 0.079151 | -0.016168 | -0.02592 |
Female
| 38 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
1 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
607e2a69-1b5d-44ea-810c-470ac3fce061
|
churn
| 0.664921 | 1 |
churn
| 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 |
Female
| 38 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
02b4d545-6d8c-4735-8591-3da855b70e46
|
churn
| 0.314494 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a31537d0-1f7f-49a4-a731-29445962ba38
|
no_churn
| 0.114973 | 0 |
no_churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Male
| 75 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,071,200 |
37 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
40b595c7-6cc1-4048-ae10-f1c4d126603a
|
no_churn
| 0.257933 | 0 |
no_churn
| -0.060517 | 0.056992 | 0.02347 | -0.166797 | -0.04531 | 0.069978 | -0.01217 | -0.024674 |
Male
| 39 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,071,200 |
53 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
38f84056-def3-48e5-b183-cb41ce689fd5
|
no_churn
| 0.045522 | 0 |
no_churn
| -0.025243 | -0.003722 | 0.010711 | -0.042528 | -0.017855 | -0.076343 | -0.025646 | -0.0284 |
Male
| 33 |
No
|
No
|
Retired
|
Urban
|
Master
| 1,673,071,200 |
39 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a7fc146f-43f3-47f1-97aa-598f70bafb52
|
no_churn
| 0.009261 | 0 |
no_churn
| -0.060576 | -0.015943 | -0.022055 | -0.050619 | -0.100145 | 0.032613 | -0.033008 | -0.019293 |
Female
| 33 |
No
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,673,071,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d9f46c3c-8b5b-42c7-bd98-3ed7bc6d205e
|
no_churn
| 0.145601 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 66 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2d071624-35da-4257-ae82-cec40f3f354d
|
no_churn
| 0.457861 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 40 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
39534d82-0e6c-4129-ab4c-c6dc3b085304
|
churn
| 0.659005 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 51 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,673,071,200 |
4 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4888b54c-a436-498c-9d12-bf0e2f3113b2
|
no_churn
| 0.3196 | 0 |
no_churn
| 0.157525 | 0.066548 | 0.037229 | -0.059335 | -0.025146 | 0.112588 | -0.028306 | 0.004601 |
Male
| 77 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,673,071,200 |
32 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
3d788860-6be7-4bc8-9027-75cd509e4d45
|
no_churn
| 0.025066 | 0 |
no_churn
| 0.016369 | -0.004948 | -0.021565 | -0.080375 | 0.022325 | -0.125872 | -0.024683 | -0.030279 |
Male
| 78 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43cc2109-1bfd-42d2-85bc-f07f1894ff95
|
churn
| 0.337501 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
2 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
407bc15c-201f-4536-a6d6-a50288b738ee
|
churn
| 0.650392 | 1 |
churn
| 0.221831 | 0.153175 | 0.072152 | 0.027431 | 0.030538 | 0.16135 | -0.025251 | -0.030838 |
Female
| 62 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,673,071,200 |
46 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1005d70d-dc17-48a0-8fe9-a665735486db
|
no_churn
| 0.162246 | 0 |
no_churn
| -0.151627 | 0.036595 | 0.012037 | -0.032337 | -0.018231 | 0.026721 | -0.037749 | -0.036436 |
Female
| 46 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6de089dd-e5fe-4f13-bd31-d4b5cf0f66d7
|
no_churn
| 0.498625 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
39 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
984d46e9-f860-474f-a4f3-b81f82695245
|
no_churn
| 0.02074 | 0 |
no_churn
| -0.0596 | -0.015967 | -0.01093 | -0.047173 | -0.10385 | 0.035836 | -0.04176 | -0.023082 |
Male
| 76 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
18 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb22956b-9efd-4255-9f95-bcee27042b04
|
no_churn
| 0.141715 | 0 |
no_churn
| -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 |
Male
| 46 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
35 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
fe1bdc31-c77b-499e-9621-410967a2b7f6
|
no_churn
| 0.029255 | 0 |
no_churn
| 0.009907 | -0.000823 | 0.026683 | -0.043954 | 0.046035 | -0.110185 | -0.02394 | -0.042749 |
Male
| 39 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
10 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2232b4ec-0187-47b8-967b-f3f0e503ad77
|
no_churn
| 0.180373 | 0 |
no_churn
| -0.033471 | -0.014237 | -0.015706 | -0.113635 | -0.005698 | 0.051802 | -0.05913 | -0.073952 |
Male
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
52 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e7bb621d-be10-4b23-8746-cb6b75f269c2
|
no_churn
| 0.005271 | 0 |
no_churn
| -0.064369 | -0.002973 | 0.000692 | -0.053174 | 0.011983 | -0.109921 | -0.025553 | -0.025711 |
Female
| 43 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,673,071,200 |
69 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
6dd03304-b32a-447d-9e72-b9f883eecdad
|
no_churn
| 0.005637 | 0 |
no_churn
| -0.057608 | -0.003558 | -0.021153 | -0.018399 | 0.002759 | -0.127644 | -0.018272 | -0.025151 |
Male
| 48 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
31 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8c7520a7-4c04-4537-baa9-b0410e82a317
|
no_churn
| 0.180859 | 0 |
no_churn
| -0.029674 | -0.00694 | -0.060919 | -0.041459 | 0.01495 | 0.059854 | -0.056678 | -0.068159 |
Female
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
52 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
75a41bdb-442a-4516-a702-62a7ff338fbf
|
no_churn
| 0.099393 | 0 |
no_churn
| -0.055615 | -0.00274 | -0.071078 | -0.049366 | 0.047246 | 0.057668 | -0.036647 | -0.058495 |
Male
| 42 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,071,200 |
29 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
6993ce14-05e4-4e72-a1ab-83f9705aeb3d
|
no_churn
| 0.014356 | 0 |
no_churn
| -0.040543 | -0.005365 | -0.019423 | -0.037387 | 0.017877 | -0.111583 | -0.031763 | -0.040839 |
Male
| 72 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,071,200 |
45 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b04b9438-3f51-4300-a38b-fa686048b87e
|
churn
| 0.041329 | 1 |
churn
| -0.141125 | -0.006181 | -0.038316 | -0.045562 | 0.011044 | 0.028936 | -0.038407 | -0.039415 |
Female
| 36 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,071,200 |
9 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
4038bdc4-e251-40ee-9379-ba23c9f3e2e0
|
no_churn
| 0.04811 | 0 |
no_churn
| -0.009656 | -0.006122 | -0.022316 | -0.037452 | -0.006233 | -0.119651 | -0.032094 | -0.033502 |
Female
| 40 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
65 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a00816d9-099f-4ff6-99dd-4b489d67b86c
|
no_churn
| 0.008302 | 0 |
no_churn
| -0.069059 | -0.002874 | -0.005329 | -0.073714 | 0.009472 | 0.050082 | -0.041804 | -0.05105 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
4 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d497f418-ddda-4fdf-b6ab-5038f4a495db
|
no_churn
| 0.207677 | 0 |
no_churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Male
| 28 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
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