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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d88ef26e-2f65-4c5d-99e4-1cf38a8247ca
|
no_churn
| 0.015391 | 0 |
no_churn
| -0.069155 | -0.011839 | -0.030281 | -0.114873 | -0.014857 | 0.038313 | -0.030718 | -0.035617 |
Female
| 77 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
21 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
410b6f18-82da-4081-889b-af2af038b893
|
no_churn
| 0.334096 | 0 |
no_churn
| -0.004141 | -0.00256 | -0.007087 | 0.122983 | 0.060045 | 0.096059 | -0.01971 | -0.022515 |
Male
| 75 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,244,000 |
72 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
a34cc2b5-6615-425b-87e4-01f4e5c32d5d
|
no_churn
| 0.010956 | 0 |
no_churn
| -0.22541 | -0.004033 | -0.023249 | -0.053289 | -0.014332 | 0.040258 | -0.018106 | 0.039134 |
Female
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
43 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
2f697ac2-36b8-4d65-8193-15c003e932af
|
no_churn
| 0.136161 | 0 |
no_churn
| -0.064125 | -0.00463 | -0.034602 | -0.096802 | -0.017835 | -0.106279 | 0.010678 | 0.054568 |
Female
| 55 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,244,000 |
48 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c0562a0d-bdc6-455b-8861-dbd7b91922da
|
no_churn
| 0.216314 | 0 |
no_churn
| -0.061382 | -0.004629 | 0.088327 | 0.111351 | -0.018344 | 0.059903 | 0.094487 | 0.046595 |
Male
| 63 |
No
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,673,244,000 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
418c6f54-6e02-44bf-93b2-8a588a5acdce
|
no_churn
| 0.344126 | 0 |
no_churn
| -0.104025 | -0.001914 | 0.018559 | -0.008667 | 0.000406 | -0.147097 | -0.002336 | 0.026049 |
Female
| 48 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
42ed3342-3c4b-48b2-be46-dc926c5c3149
|
churn
| 0.314282 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 73 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,673,244,000 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a250eff1-0aa4-4cf2-b836-5f5bc788446a
|
no_churn
| 0.114673 | 0 |
no_churn
| -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 |
Male
| 49 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
40 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
bb61ab9f-e8e2-4bba-90c6-83028995e807
|
no_churn
| 0.622487 | 1 |
churn
| -0.049897 | -0.004229 | 0.116521 | 0.110771 | 0.106433 | 0.14101 | 0.14262 | 0.137745 |
Female
| 34 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c8fe56a2-a727-4df7-a344-c75d701bf40c
|
no_churn
| 0.821042 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 56 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,244,000 |
21 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
75f4a51a-1f78-4e5d-9ad6-ae9408de4ed6
|
no_churn
| 0.334096 | 0 |
no_churn
| -0.004141 | -0.00256 | -0.007087 | 0.122983 | 0.060045 | 0.096059 | -0.01971 | -0.022515 |
Male
| 52 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,244,000 |
42 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33cee422-7e45-441d-84c2-e74c1d9a2802
|
no_churn
| 0.096096 | 0 |
no_churn
| 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 |
Female
| 65 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
20 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
054e6eb0-b5f6-4a0e-8974-ede2f9198454
|
no_churn
| 0.016505 | 0 |
no_churn
| -0.067979 | -0.009782 | -0.041635 | -0.07852 | 0.004013 | 0.042364 | -0.045368 | -0.07212 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
51 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4323532a-43fc-4d18-84d3-a070df4b3979
|
no_churn
| 0.252634 | 0 |
no_churn
| -0.148103 | 0.020522 | -0.013332 | -0.064496 | -0.036947 | 0.039378 | -0.030398 | -0.03565 |
Female
| 27 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,673,244,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
af73f9b7-56c5-47ad-9f4f-9da932a10d03
|
churn
| 0.756187 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 59 |
Yes
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,673,244,000 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
a8e30365-afc2-4067-8e01-5832f6eb4a8d
|
churn
| 0.68058 | 0 |
no_churn
| 0.117378 | -0.015989 | -0.105141 | -0.066631 | -0.185649 | 0.063304 | -0.038947 | -0.021518 |
Female
| 60 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f52517dc-4fdf-4aff-bb09-0801ed102bc2
|
no_churn
| 0.69175 | 1 |
churn
| 0.034154 | -0.005511 | 0.154184 | 0.06377 | 0.159198 | 0.087321 | 0.110086 | 0.072772 |
Male
| 41 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
7 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b384837f-8dac-49d4-9268-c525351a817f
|
no_churn
| 0.233561 | 0 |
no_churn
| -0.089431 | 0.026451 | 0.015172 | -0.094989 | 0.033558 | 0.069854 | -0.043586 | -0.056056 |
Female
| 26 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,244,000 |
1 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b277d5ba-055e-46b7-81c7-be96e40d119a
|
no_churn
| 0.540308 | 0 |
no_churn
| 0.192319 | 0.022556 | -0.002802 | -0.086548 | -0.036245 | 0.106385 | -0.043964 | -0.037035 |
Male
| 76 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,244,000 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
4df09fc4-6688-48dc-b6be-c72081d3fbcb
|
churn
| 0.329115 | 1 |
churn
| -0.133944 | -0.001957 | 0.022487 | 0.025253 | -0.044025 | -0.103496 | -0.023589 | 0.030246 |
Male
| 76 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,244,000 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d92837d3-e341-4e28-b773-487899661ea2
|
no_churn
| 0.498122 | 0 |
no_churn
| -0.06502 | -0.006883 | -0.010277 | -0.034213 | 0.097946 | 0.049802 | 0.054927 | 0.07969 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd0e7a9c-43b7-47ed-89a3-c47f9ae2cee7
|
churn
| 0.51893 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
147c0e3e-7a6f-4c71-aa86-9c8f584ea364
|
churn
| 0.756187 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 50 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,244,000 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e1004152-aee4-4b8d-a6ee-36805df19229
|
churn
| 0.507345 | 1 |
churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
a77be655-9f85-4aeb-afed-9f909e3dfe72
|
no_churn
| 0.006984 | 0 |
no_churn
| -0.117924 | 0.060602 | 0.044205 | 0.034024 | -0.034853 | 0.102857 | 0.11558 | 0.056483 |
Female
| 25 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,244,000 |
42 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
a5e3a272-95ba-4adf-9528-91cba870c620
|
no_churn
| 0.118821 | 0 |
no_churn
| -0.159863 | -0.007233 | 0.017135 | -0.088351 | 0.036606 | 0.027811 | -0.054518 | -0.000613 |
Female
| 38 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,244,000 |
46 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b05357ee-980e-4b09-b332-5a451e89ddce
|
no_churn
| 0.236305 | 0 |
no_churn
| -0.116454 | -0.004308 | 0.065684 | 0.104124 | 0.005069 | 0.062073 | -0.016602 | 0.002221 |
Female
| 52 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,673,244,000 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c6fb468c-79ad-4a64-9826-1c98c2fad136
|
churn
| 0.493992 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 71 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,244,000 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f5cbe9f9-8292-4205-b44d-9e33cf3c3a26
|
no_churn
| 0.750578 | 1 |
churn
| 0.029955 | -0.004419 | 0.035016 | -0.039545 | 0.076129 | 0.07991 | -0.010803 | 0.022638 |
Male
| 37 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,244,000 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
349df711-4884-41a9-8a1a-a94841612ca4
|
churn
| 0.89976 | 1 |
churn
| 0.234158 | -0.004922 | -0.042139 | 0.062038 | 0.126801 | 0.139963 | 0.055458 | 0.088784 |
Male
| 53 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
2 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f11daf15-2367-40e3-b5b7-7b87204aba95
|
churn
| 0.145214 | 1 |
churn
| 0.104646 | -0.008306 | -0.020163 | -0.088875 | -0.046848 | 0.082932 | -0.049173 | -0.072328 |
Female
| 37 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,244,000 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4971278d-e0fa-4b13-8fe2-556ad444dc6a
|
no_churn
| 0.519632 | 0 |
no_churn
| -0.02484 | -0.001374 | 0.061216 | 0.070497 | 0.033173 | 0.098593 | 0.022827 | 0.036739 |
Male
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,244,000 |
2 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
e787f6ea-b49f-4abb-b554-21716e4205f2
|
no_churn
| 0.396383 | 0 |
no_churn
| 0.260501 | 0.130281 | 0.035012 | -0.034549 | -0.023817 | 0.146345 | 0.035402 | 0.018466 |
Female
| 59 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,244,000 |
45 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fdd867c0-acba-464c-beaa-b72641e3b156
|
no_churn
| 0.0148 | 0 |
no_churn
| -0.131309 | -0.005648 | -0.077247 | -0.014136 | 0.029473 | 0.040995 | -0.031765 | -0.043674 |
Male
| 68 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,673,244,000 |
17 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
62efa93d-6974-4a33-8e5a-08eb2774309a
|
churn
| 0.605327 | 1 |
churn
| 0.172792 | -0.004214 | 0.052199 | 0.060285 | 0.150936 | 0.138472 | 0.07891 | 0.039926 |
Female
| 58 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
16 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d3028c36-666c-4884-9a02-f658945b9e1e
|
churn
| 0.799914 | 1 |
churn
| 0.054476 | -0.000832 | -0.012392 | -0.111403 | 0.054945 | 0.094007 | 0.058116 | 0.087724 |
Male
| 21 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
17 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
947dfa21-5801-4216-954a-502328116d33
|
no_churn
| 0.182259 | 0 |
no_churn
| 0.004821 | 0.040949 | -0.048579 | 0.011968 | 0.050659 | 0.096903 | -0.010931 | 0.009352 |
Female
| 25 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
7e281dda-ea76-4bec-887b-cfee5c2fbdca
|
no_churn
| 0.087591 | 0 |
no_churn
| -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 |
Female
| 35 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,244,000 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3d65c7c4-da6c-412c-8a68-bc0403b4d82f
|
no_churn
| 0.091919 | 0 |
no_churn
| -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 |
Male
| 42 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,673,244,000 |
23 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8fd70d7-40a2-43d9-a41a-fa48df6cb59e
|
no_churn
| 0.074924 | 0 |
no_churn
| -0.116808 | -0.007133 | -0.034213 | -0.042855 | -0.028061 | 0.041407 | -0.023745 | -0.019283 |
Female
| 40 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
8 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
e09a85cc-7e7c-4aa9-8cce-6b79fc7d7daa
|
no_churn
| 0.748911 | 0 |
no_churn
| -0.049999 | -0.008846 | 0.028421 | -0.128072 | -0.073503 | 0.050895 | 0.029307 | 0.04596 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
51 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5f5fe997-f055-4129-950b-c564fbb6dd4d
|
no_churn
| 0.188855 | 0 |
no_churn
| -0.193062 | -0.002926 | 0.003443 | -0.07988 | 0.010728 | 0.076684 | -0.075294 | -0.008718 |
Female
| 50 |
Yes
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,673,244,000 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
6c75ff17-1bb6-4d9a-bf7f-ca165b42b2c2
|
churn
| 0.139612 | 0 |
no_churn
| -0.115424 | -0.001847 | 0.015829 | -0.006427 | 0.033819 | -0.188934 | 0.023341 | 0.046848 |
Male
| 33 |
No
|
Yes
|
Retired
|
Rural
|
College
| 1,673,244,000 |
43 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
eecab434-e174-4dfc-946b-768cda9e75f1
|
churn
| 0.38943 | 1 |
churn
| -0.076085 | -0.002739 | -0.025661 | -0.020364 | 0.03922 | 0.076033 | 0.072393 | 0.068176 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
21 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f5c08032-3e83-4092-a79f-7d4e1d07055f
|
no_churn
| 0.334096 | 0 |
no_churn
| -0.004141 | -0.00256 | -0.007087 | 0.122983 | 0.060045 | 0.096059 | -0.01971 | -0.022515 |
Male
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
37 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dcca8927-a6a2-46a6-ae85-f5b4e1c84e9d
|
no_churn
| 0.094678 | 0 |
no_churn
| -0.128372 | -0.010711 | -0.079002 | 0.070656 | -0.050393 | 0.052284 | -0.010449 | -0.008066 |
Female
| 29 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,244,000 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
67ee4e99-5d1f-4823-ac2c-a974071cc858
|
no_churn
| 0.006984 | 0 |
no_churn
| -0.117924 | 0.060602 | 0.044205 | 0.034024 | -0.034853 | 0.102857 | 0.11558 | 0.056483 |
Female
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
3 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
633ff14b-2a29-441f-a4c9-cd3e4279e575
|
no_churn
| 0.411109 | 0 |
no_churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Female
| 39 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
72 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f58e6d13-ec14-47cb-be60-b5f6be6d8c8f
|
no_churn
| 0.002214 | 0 |
no_churn
| -0.131118 | -0.002279 | 0.030604 | 0.024775 | 0.052951 | 0.076604 | -0.025505 | -0.046058 |
Male
| 61 |
No
|
No
|
Medical Leave
|
Urban
|
Master
| 1,673,244,000 |
72 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
85ee7d89-54ae-402f-a7e3-ca5fb627bf67
|
no_churn
| 0.010956 | 0 |
no_churn
| -0.136769 | -0.002499 | -0.045964 | 0.004664 | 0.008422 | -0.115854 | 0.021332 | 0.031382 |
Female
| 68 |
No
|
Yes
|
Retired
|
Urban
|
College
| 1,673,244,000 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
9cf10d7a-aa2c-429b-8ec3-34ce3ff6e883
|
no_churn
| 0.498122 | 0 |
no_churn
| -0.06502 | -0.006883 | -0.010277 | -0.034213 | 0.097946 | 0.049802 | 0.054927 | 0.07969 |
Male
| 68 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,244,000 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b6debe23-592f-4eaa-83c3-dddfd24a8fc1
|
no_churn
| 0.443983 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 21 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,673,244,000 |
3 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0bf243b4-7e47-4607-9ddc-dd20712f2a3d
|
no_churn
| 0.413849 | 0 |
no_churn
| 0.15019 | -0.008804 | 0.0728 | -0.141395 | 0.069701 | 0.102203 | -0.040676 | -0.049772 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,244,000 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0460afe2-a9b5-4a51-b45f-d0a635970107
|
churn
| 0.507345 | 1 |
churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,244,000 |
47 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
e58bf7a1-3091-4aa5-b2b8-6301b983e00d
|
no_churn
| 0.015929 | 0 |
no_churn
| -0.04427 | -0.004185 | -0.014809 | -0.055365 | -0.028587 | -0.070831 | -0.025735 | -0.025244 |
Male
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,244,000 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
a45cefa9-a52f-4763-8066-34664da0d45b
|
no_churn
| 0.097652 | 0 |
no_churn
| -0.049324 | -0.006831 | -0.020331 | -0.066932 | -0.023563 | -0.164966 | 0.023836 | 0.039084 |
Male
| 54 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
65 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
196544d0-caa4-4a45-99bb-2fe6c8a975bf
|
no_churn
| 0.014233 | 0 |
no_churn
| -0.074313 | -0.000931 | -0.015638 | 0.004031 | 0.080852 | 0.087141 | 0.059554 | 0.093944 |
Female
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
61 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
6945b95f-cb30-49d1-a318-7905a065d46a
|
churn
| 0.012362 | 0 |
no_churn
| -0.135301 | -0.002849 | -0.024572 | -0.052952 | 0.030521 | -0.127456 | 0.026733 | 0.03485 |
Male
| 50 |
Yes
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,673,330,400 |
8 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
8655a5f4-145e-4475-8506-29dabdc4c1f7
|
no_churn
| 0.013671 | 0 |
no_churn
| 0.040932 | 0.000304 | -0.014568 | 0.001583 | 0.081403 | -0.237522 | 0.059063 | 0.049778 |
Female
| 53 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,330,400 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
3fec6836-c2a7-4b22-80bb-79b371b0fd7d
|
no_churn
| 0.02072 | 0 |
no_churn
| -0.162315 | -0.010736 | -0.020655 | -0.018775 | -0.097291 | 0.043258 | 0.012439 | 0.04005 |
Male
| 66 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,673,330,400 |
71 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
7fce88dc-ac18-4c18-bbbe-9577f10f168b
|
no_churn
| 0.021659 | 0 |
no_churn
| -0.062923 | -0.003973 | -0.040803 | -0.013689 | -0.072118 | 0.048417 | -0.030965 | -0.042973 |
Male
| 35 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,330,400 |
31 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5050e1e1-bd9b-4460-8576-3352aa5cf638
|
no_churn
| 0.10534 | 0 |
no_churn
| -0.084365 | -0.004015 | -0.090761 | 0.039516 | 0.037454 | 0.063519 | -0.037063 | 0.022498 |
Male
| 74 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
33b2d94b-5f40-46fb-8b32-f98fd2823151
|
no_churn
| 0.005232 | 0 |
no_churn
| -0.087342 | 0.012202 | -0.001287 | -0.011712 | -0.0486 | -0.188458 | 0.031874 | 0.024298 |
Male
| 48 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
e5a3c052-af3e-4313-a7ea-6aa03071282d
|
no_churn
| 0.015225 | 0 |
no_churn
| -0.08695 | -0.006377 | -0.031452 | -0.024896 | -0.109334 | 0.030546 | -0.01308 | 0.012518 |
Male
| 30 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3cf67b85-0007-452f-a7ed-dff2bceb737e
|
churn
| 0.332473 | 1 |
churn
| -0.010479 | -0.01463 | -0.036983 | -0.080064 | -0.139622 | 0.042872 | -0.001963 | 0.011843 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
42 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
8e5e8a9d-3e94-4437-8f1d-5704567565eb
|
no_churn
| 0.017434 | 0 |
no_churn
| -0.01706 | -0.002151 | -0.021888 | -0.034632 | -0.045109 | -0.181666 | 0.025021 | 0.023459 |
Male
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
70 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
b9489948-6bee-49e9-8456-b9a8574a4454
|
no_churn
| 0.021132 | 0 |
no_churn
| -0.161384 | -0.004156 | 0.00981 | -0.008379 | -0.034652 | 0.047008 | -0.026088 | 0.063815 |
Female
| 35 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,330,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
eb47f8a5-bd3e-4f52-858e-8b808df38879
|
no_churn
| 0.004856 | 0 |
no_churn
| -0.168964 | -0.002125 | -0.004878 | 0.012818 | -0.095707 | 0.05025 | 0.079838 | 0.053075 |
Female
| 55 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,330,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e8b4e5f7-4936-41f3-b710-c06ad4050ba7
|
no_churn
| 0.302616 | 0 |
no_churn
| 0.038246 | -0.006578 | -0.00435 | -0.037091 | -0.006927 | 0.088499 | 0.110351 | 0.054419 |
Male
| 71 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
53 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
7db5c8b2-62c2-43c6-aa0f-b3a3c4e7ddf7
|
no_churn
| 0.190511 | 1 |
churn
| -0.089748 | -0.011071 | -0.019102 | -0.054935 | 0.027385 | -0.098109 | 0.010515 | 0.045205 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
360f4d2f-71bd-4e06-8749-e750a6571933
|
no_churn
| 0.013326 | 0 |
no_churn
| -0.151157 | 0.013218 | 0.001243 | -0.068351 | -0.077397 | 0.041195 | -0.004887 | -0.012891 |
Female
| 57 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,673,330,400 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
2adbd996-22f5-4111-add4-8993619d51f8
|
churn
| 0.563926 | 1 |
churn
| 0.171774 | 0.059765 | -0.015713 | -0.04874 | -0.036044 | 0.138407 | -0.074195 | -0.001779 |
Male
| 39 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,330,400 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
18c13643-e069-4745-98e2-eccba8197cb1
|
no_churn
| 0.023502 | 0 |
no_churn
| -0.101556 | -0.00126 | -0.006021 | -0.012521 | -0.037678 | -0.151619 | 0.02095 | 0.020679 |
Female
| 45 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,673,330,400 |
12 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
4797c56a-7aa5-428e-bfa8-72a235c6c0c3
|
no_churn
| 0.116789 | 0 |
no_churn
| 0.029656 | -0.006658 | -0.016301 | -0.009013 | 0.041055 | -0.154097 | 0.076058 | 0.052775 |
Female
| 53 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,673,330,400 |
63 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
036fd6fa-0c0a-41c3-a609-a6ca8abe0439
|
no_churn
| 0.015836 | 0 |
no_churn
| -0.082126 | -0.006687 | -0.029123 | -0.043569 | -0.070693 | 0.036204 | -0.016282 | -0.00925 |
Female
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
008112b9-85c7-48ff-ae90-81f0b5e3516b
|
no_churn
| 0.029816 | 0 |
no_churn
| -0.092087 | -0.006586 | -0.035433 | -0.035948 | -0.064115 | 0.032493 | -0.01918 | -0.02817 |
Female
| 39 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,330,400 |
28 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
69031bdb-0d73-45d8-8864-138b9221e04b
|
no_churn
| 0.042102 | 0 |
no_churn
| -0.066284 | -0.004412 | -0.01826 | -0.034913 | -0.024774 | -0.07309 | -0.021971 | -0.025322 |
Female
| 80 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
51 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
58d43218-7ade-4e2c-be44-2d6867ca1bd5
|
no_churn
| 0.018305 | 0 |
no_churn
| -0.061246 | -0.004011 | -0.014792 | -0.039897 | -0.028779 | -0.090354 | -0.015443 | -0.014504 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,673,330,400 |
14 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d9194be-f73e-4a38-99bf-525f7708e87b
|
no_churn
| 0.042282 | 0 |
no_churn
| -0.113047 | 0.038738 | 0.001357 | -0.077751 | -0.063028 | 0.0615 | -0.052772 | -0.064023 |
Female
| 69 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
36 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
807df318-8a9d-4d45-b01e-128f0fc01453
|
no_churn
| 0.017892 | 0 |
no_churn
| -0.032263 | 0.008499 | 0.007396 | -0.060645 | 0.022408 | -0.153586 | -0.024442 | -0.036393 |
Female
| 77 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
28 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b8002376-7d18-4909-b2ba-c3f5f3688785
|
no_churn
| 0.066266 | 0 |
no_churn
| -0.106658 | -0.008767 | -0.022794 | -0.076681 | -0.027523 | 0.032288 | -0.036486 | -0.022406 |
Female
| 22 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,330,400 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6959e25c-c18a-441f-bf88-14353509561c
|
churn
| 0.453693 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 74 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
70 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac4fd018-9ddc-4c67-84f1-e5f3220a263d
|
no_churn
| 0.058693 | 0 |
no_churn
| -0.05266 | -0.003158 | -0.091195 | -0.005873 | -0.002285 | 0.046778 | -0.01268 | -0.037954 |
Male
| 69 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
57 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c14941e4-d642-49f6-bb64-7ddc1597e003
|
no_churn
| 0.045448 | 0 |
no_churn
| -0.126683 | -0.002342 | 0.005884 | -0.034761 | -0.038759 | 0.052765 | -0.035946 | -0.039184 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a7c655e2-9016-412b-bae2-2516d72a84cf
|
no_churn
| 0.046912 | 0 |
no_churn
| -0.081605 | -0.010361 | 0.027017 | -0.108007 | 0.018703 | 0.059679 | -0.038435 | -0.071886 |
Female
| 46 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,673,330,400 |
72 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e47945c8-1cc4-4fca-a5c1-e1bc6dc4e7e5
|
no_churn
| 0.005334 | 0 |
no_churn
| -0.07993 | -0.001489 | 0.00138 | -0.002885 | -0.030068 | 0.057134 | -0.023075 | -0.040092 |
Male
| 21 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
57 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b06ead3c-7e83-4367-925e-c82b20acc199
|
no_churn
| 0.059271 | 0 |
no_churn
| -0.087087 | -0.008995 | -0.000999 | -0.008585 | -0.104083 | 0.009685 | -0.034636 | -0.024326 |
Male
| 61 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
12 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8e0f8aaa-8a62-4150-828c-3a2ace57f4ea
|
no_churn
| 0.273425 | 0 |
no_churn
| -0.113257 | -0.022418 | -0.042996 | -0.033858 | -0.031938 | 0.054892 | -0.043282 | -0.036168 |
Male
| 66 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df244a4b-e356-4ecf-b452-052ce835508e
|
churn
| 0.462489 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 35 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,330,400 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc0736fc-3102-46a3-971f-64c1131d0d28
|
churn
| 0.439676 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
14 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c1843fb5-c458-46a6-9f72-cc2d67b455b1
|
no_churn
| 0.216317 | 0 |
no_churn
| -0.052463 | -0.009082 | 0.023937 | -0.138028 | -0.036725 | 0.034561 | -0.038121 | -0.038437 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
19 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
577341ca-3ea4-4406-9a53-0e40ec241eaf
|
no_churn
| 0.479141 | 0 |
no_churn
| -0.007359 | -0.005729 | -0.029583 | -0.084767 | -0.015601 | 0.069484 | -0.000254 | 0.083354 |
Male
| 41 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,673,330,400 |
11 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
32438c86-7c08-4961-a7f4-687a41f604e7
|
churn
| 0.759255 | 1 |
churn
| 0.177917 | -0.002621 | 0.048159 | -0.00345 | 0.141314 | 0.160728 | 0.144584 | 0.064343 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
20 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
0342816e-fcbb-4381-a0bb-c02689332ee0
|
no_churn
| 0.377166 | 0 |
no_churn
| 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 |
Female
| 42 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
51 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
c173ee60-1556-483b-8074-bc152fd5de59
|
no_churn
| 0.143675 | 0 |
no_churn
| -0.147842 | -0.002681 | 0.007191 | -0.044433 | 0.005104 | -0.140752 | 0.012119 | 0.042268 |
Male
| 76 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,330,400 |
37 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
8e585895-489a-4a43-9cff-dfb746c65dba
|
no_churn
| 0.329117 | 0 |
no_churn
| -0.225314 | -0.006143 | -0.059396 | -0.036076 | -0.035421 | 0.048794 | 0.028941 | 0.035589 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d6783095-9cdc-4136-a113-f70592e5613e
|
no_churn
| 0.00874 | 0 |
no_churn
| -0.068448 | -0.001485 | 0.016409 | 0.000685 | 0.109919 | 0.109069 | 0.080199 | 0.090363 |
Female
| 74 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,330,400 |
69 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
c4653dd0-f206-4635-a244-48d3411e91aa
|
no_churn
| 0.255072 | 0 |
no_churn
| -0.121231 | -0.000891 | 0.009844 | -0.024526 | -0.1045 | 0.049516 | 0.02727 | 0.037992 |
Female
| 34 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
67 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
c4a80554-3e62-4443-9e45-cd86b7839a02
|
churn
| 0.154764 | 0 |
no_churn
| -0.075852 | -0.004483 | -0.077465 | 0.009204 | -0.094086 | 0.037251 | 0.001891 | 0.004514 |
Male
| 41 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
11 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
cd5dfe08-6af9-43b8-96f8-58cf8336eeba
|
no_churn
| 0.622717 | 0 |
no_churn
| 0.156003 | -0.0008 | -0.016467 | -0.017147 | 0.136064 | 0.146263 | 0.172303 | 0.129755 |
Male
| 35 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,330,400 |
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