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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
f5a4ad43-8c45-4ac4-b084-7efb54e467aa
|
no_churn
| 0.076539 | 0 |
no_churn
| -0.174489 | -0.00229 | 0.010109 | 0.005727 | 0.015796 | -0.14363 | 0.014062 | 0.02569 |
Male
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
14 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4082a6ca-74a7-4407-8a67-371232ef14d1
|
no_churn
| 0.562725 | 0 |
no_churn
| -0.045161 | -0.003934 | -0.047116 | -0.008467 | -0.045895 | 0.064421 | -0.039582 | 0.026708 |
Male
| 51 |
Yes
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,672,293,600 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
64ad5205-3e68-4de5-af54-f7db9dcc96bd
|
churn
| 0.442437 | 1 |
churn
| -0.044227 | -0.002001 | -0.053478 | 0.049999 | 0.038015 | 0.044725 | 0.041093 | 0.014658 |
Male
| 50 |
No
|
No
|
Unemployed
|
Urban
|
Doctor
| 1,672,293,600 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c0bf19cc-ef75-45c7-9fdf-24c9c41bae69
|
churn
| 0.505573 | 1 |
churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 49 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,293,600 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7b4eda13-ca04-4753-9eb6-bd6768043b2c
|
churn
| 0.555974 | 1 |
churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 40 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,293,600 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97981586-65d0-4223-9566-2506eb924d73
|
no_churn
| 0.557666 | 0 |
no_churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Female
| 73 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
42f9e33f-7276-4850-bed6-319d803fd1e2
|
churn
| 0.824705 | 1 |
churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Male
| 80 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,293,600 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ce55b241-cc36-493f-aaea-e4fc0a796e89
|
churn
| 0.697126 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 40 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,293,600 |
14 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
17a6119b-91a4-4cf1-b4f1-588379dfda04
|
no_churn
| 0.427485 | 0 |
no_churn
| -0.012974 | -0.005695 | -0.049938 | 0.115868 | -0.007404 | 0.089365 | -0.02844 | -0.024107 |
Female
| 65 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,293,600 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9876f58d-c6a9-4c9a-b108-086c0fe3c795
|
churn
| 0.249171 | 1 |
churn
| 0.003688 | -0.003332 | -0.038435 | 0.124405 | 0.014193 | 0.037841 | 0.00146 | 0.001235 |
Female
| 53 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,293,600 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef535742-5937-4071-93c5-71c2ee75a9fc
|
churn
| 0.877013 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
31 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
40d50fa2-5dc2-44e0-ac1e-5238c6121d99
|
no_churn
| 0.285729 | 0 |
no_churn
| -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 |
Male
| 20 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,293,600 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e16e97ab-ef6b-4b42-8bd6-c29970d19bea
|
churn
| 0.50671 | 1 |
churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
09f9a181-63e2-49aa-92c4-d60a37e48350
|
no_churn
| 0.609914 | 0 |
no_churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Female
| 72 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,293,600 |
22 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a857bb14-723e-400d-a2a1-e9c25d5aa3b6
|
no_churn
| 0.400828 | 0 |
no_churn
| -0.088734 | -0.002508 | 0.040564 | 0.065374 | -0.054627 | 0.091821 | -0.003613 | -0.030724 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a27b165b-0e32-4eee-bc66-687a28e3fd0c
|
no_churn
| 0.78617 | 0 |
no_churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ddb4a860-ae78-44d0-bc98-7b32edef0eb3
|
no_churn
| 0.512724 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 26 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
003c7634-c65d-4016-b689-e5a1deb52101
|
churn
| 0.505079 | 1 |
churn
| -0.198403 | -0.004043 | 0.030745 | 0.024506 | -0.011828 | 0.053071 | -0.006837 | -0.005395 |
Female
| 43 |
Yes
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,293,600 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
406eae9a-4f39-4891-91fc-8ef9c8242f9d
|
no_churn
| 0.486649 | 0 |
no_churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Male
| 58 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
31565bbf-113e-481d-92d7-c4b61830f6b2
|
no_churn
| 0.014684 | 0 |
no_churn
| -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 |
Male
| 41 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,293,600 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3dad26d4-0a74-4ecf-a2ea-d7fc33fcb606
|
churn
| 0.452949 | 1 |
churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Female
| 49 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
50 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6ccc890f-e0e1-447a-a2b5-7d7a3c5a4ce2
|
churn
| 0.460449 | 1 |
churn
| -0.006659 | -0.000813 | -0.071874 | 0.112656 | 0.083913 | 0.09474 | -0.006641 | 0.003151 |
Female
| 77 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ee44f189-d983-4fd2-aeaa-1b6d3a0d18ba
|
churn
| 0.835604 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Female
| 61 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,293,600 |
25 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
509e415e-d8dc-46a7-8f1d-0b3fe1d33c5e
|
no_churn
| 0.248416 | 0 |
no_churn
| 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 |
Male
| 63 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,293,600 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dd43e6ef-2175-4a4b-88be-c4e75661112b
|
no_churn
| 0.567303 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 49 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,293,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
7ccf854a-e804-46c2-81bb-7ceb41c32d6b
|
no_churn
| 0.015196 | 0 |
no_churn
| -0.118857 | -0.002976 | 0.008801 | 0.035966 | -0.004559 | -0.116831 | -0.024793 | -0.045778 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
89d50bf5-f673-459d-b808-74fec0ed36ee
|
no_churn
| 0.143236 | 0 |
no_churn
| -0.058933 | -0.004711 | 0.006416 | 0.01295 | 0.015197 | -0.126054 | -0.048419 | -0.065472 |
Male
| 61 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
ad64bc18-05b2-487f-a930-01640e97475c
|
no_churn
| 0.072422 | 0 |
no_churn
| -0.099256 | -0.002655 | 0.01554 | 0.041088 | -0.056391 | -0.111002 | -0.022895 | -0.028454 |
Male
| 67 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7f79738c-8fdd-4675-8610-f527d714e10e
|
churn
| 0.879064 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8cae8b3e-f92d-48f5-ba55-71437bade400
|
churn
| 0.544138 | 1 |
churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Female
| 60 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,293,600 |
20 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dca6c492-3417-4e93-bbb1-a75219d7e706
|
no_churn
| 0.623614 | 0 |
no_churn
| 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d1c0d02e-508a-42c0-aa93-25d3a4cb028d
|
churn
| 0.751358 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Male
| 69 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,293,600 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b05b7e7-40fd-4260-ad6f-769dab5ab39a
|
no_churn
| 0.413691 | 1 |
churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Male
| 79 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fbd6352f-fdcb-4227-8716-ae001c65214d
|
no_churn
| 0.386682 | 0 |
no_churn
| -0.172568 | -0.007962 | -0.067256 | 0.032385 | -0.002002 | 0.049254 | -0.034661 | -0.066216 |
Female
| 26 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,293,600 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e183a69-5b19-4dea-8e9a-18a392b09346
|
no_churn
| 0.61483 | 0 |
no_churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 45 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,293,600 |
42 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5ac72542-8be4-4120-a22f-88800fc42d69
|
churn
| 0.371071 | 1 |
churn
| 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2ee672ca-d10a-4c60-bdfa-88a801d31c31
|
churn
| 0.758468 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 31 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
ea4f438f-a8ae-4cf5-a789-7bdf4b6d69af
|
no_churn
| 0.01718 | 0 |
no_churn
| -0.023867 | -0.001683 | 0.078264 | 0.092355 | 0.086899 | -0.018963 | 0.07666 | 0.083998 |
Female
| 74 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,293,600 |
53 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
645dbd74-10ac-424d-a533-7dbd1ff7e9fe
|
no_churn
| 0.04727 | 0 |
no_churn
| -0.041599 | -0.003285 | -0.016755 | -0.008789 | -0.094988 | -0.041773 | -0.023188 | -0.038648 |
Male
| 29 |
Yes
|
No
|
Medical Leave
|
Urban
|
Master
| 1,672,293,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6cb4a8bc-0682-4684-92b4-4eef6fc4032a
|
no_churn
| 0.577903 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 79 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
43 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
f1ac91cc-a534-4504-9127-7807e106373a
|
no_churn
| 0.017502 | 0 |
no_churn
| -0.022182 | -0.001882 | -0.022287 | -0.030387 | -0.037214 | -0.191566 | 0.030777 | 0.030714 |
Female
| 55 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,293,600 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7463161d-cf6e-419f-9119-2280bc63abf0
|
no_churn
| 0.137915 | 0 |
no_churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Male
| 55 |
Yes
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,672,293,600 |
11 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
4e153b04-d9be-4e25-8742-546f22f657a3
|
no_churn
| 0.171663 | 0 |
no_churn
| -0.059816 | -0.013419 | -0.09206 | -0.062457 | -0.14208 | 0.054974 | 0.04248 | 0.003353 |
Male
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
21 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
03607632-d60e-4be2-90b5-74587cad5e85
|
churn
| 0.258164 | 0 |
no_churn
| -0.051624 | -0.090824 | -0.03052 | -0.041492 | -0.00963 | 0.062514 | -0.038022 | -0.059428 |
Female
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d0331c9-2008-4d18-8fc8-62faa03dc5d2
|
no_churn
| 0.593046 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 56 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,293,600 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
08ef59c4-36ca-492c-8825-b1ff45c1e68d
|
no_churn
| 0.127689 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Female
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
53 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
3579b4b4-3340-4c11-880b-245ff4d62f23
|
no_churn
| 0.034089 | 0 |
no_churn
| 0.033168 | -0.001362 | 0.008264 | 0.019929 | 0.062222 | -0.105034 | -0.013515 | -0.042436 |
Female
| 20 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,293,600 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
72a00474-6016-48a9-844b-46d2146c4d77
|
no_churn
| 0.137915 | 0 |
no_churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
10 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
8973cade-87b4-4cb4-bc97-d1ac7635e249
|
churn
| 0.848225 | 1 |
churn
| -0.025409 | -0.006929 | -0.061581 | -0.120254 | 0.028094 | 0.065783 | 0.022955 | 0.08185 |
Male
| 50 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
51 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5d91691a-18c6-499a-9cb5-9af3422e26b1
|
no_churn
| 0.00757 | 0 |
no_churn
| -0.06604 | -0.003405 | -0.019553 | -0.025088 | -0.033413 | -0.093139 | -0.013742 | -0.014646 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
de132f19-3704-4a4e-b9b7-111300d29d03
|
no_churn
| 0.002098 | 0 |
no_churn
| -0.061977 | -0.003512 | -0.012638 | -0.020423 | -0.015405 | -0.130857 | -0.010778 | -0.013436 |
Male
| 68 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
38 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
2a6ba07d-00dd-437c-bd3f-dd6e8dca96ca
|
no_churn
| 0.275668 | 0 |
no_churn
| -0.105743 | -0.002749 | -0.052669 | 0.024918 | -0.015922 | -0.11721 | -0.012326 | 0.012674 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,293,600 |
36 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
6fa9e655-8f2e-4d29-99ed-90f47d4ea225
|
churn
| 0.034811 | 0 |
no_churn
| -0.024511 | 0.053716 | 0.030802 | -0.059149 | 0.045944 | -0.183599 | -0.001305 | -0.020925 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
69 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
12fb8576-b7b2-46ea-a4fd-19668fd71fa8
|
no_churn
| 0.157647 | 0 |
no_churn
| -0.032962 | -0.002196 | -0.058204 | 0.034788 | 0.016258 | -0.095504 | 0.096854 | 0.056606 |
Male
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
51 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
911bd4ba-2193-4c76-8d7f-c10eab52f3c2
|
no_churn
| 0.00757 | 0 |
no_churn
| -0.06604 | -0.003405 | -0.019553 | -0.025088 | -0.033413 | -0.093139 | -0.013742 | -0.014646 |
Female
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
69 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5f03e9ab-74f6-4c44-a92a-ab5aefa02872
|
no_churn
| 0.028621 | 0 |
no_churn
| -0.049903 | -0.003517 | -0.002951 | -0.028942 | -0.033956 | -0.113721 | -0.016055 | -0.01798 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
67 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
ed3c6f96-a9ae-46c0-8049-667948dbb3e0
|
no_churn
| 0.011786 | 0 |
no_churn
| -0.078162 | 0.004797 | -0.000651 | -0.026896 | 0.00142 | -0.118686 | -0.024942 | -0.025906 |
Male
| 55 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,293,600 |
5 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88a5df44-b41e-4d07-906e-a5471e5986b4
|
no_churn
| 0.299607 | 0 |
no_churn
| -0.000893 | -0.020225 | -0.090986 | -0.060594 | -0.060785 | 0.047495 | -0.042813 | -0.036378 |
Male
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
cd305b88-c977-4ffc-9c09-c627e2280497
|
churn
| 0.640385 | 1 |
churn
| 0.213749 | -0.003526 | -0.032711 | 0.141969 | 0.066223 | 0.141772 | 0.150105 | 0.053393 |
Female
| 73 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,293,600 |
72 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e686f7cc-154d-4a87-8b5e-a73e3cfddd41
|
no_churn
| 0.002747 | 0 |
no_churn
| -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,293,600 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ea1d40ab-b4ae-4041-afe2-4182684fd02e
|
no_churn
| 0.413691 | 1 |
churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
56 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
293eeadb-5f5b-47c0-afeb-65ce1a2b93d5
|
no_churn
| 0.092881 | 0 |
no_churn
| -0.063942 | -0.012457 | 0.00004 | -0.047875 | -0.090113 | -0.088405 | 0.007956 | 0.03577 |
Male
| 77 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,293,600 |
6 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c9cae693-3e7b-4b1f-a817-bec0cf46b036
|
no_churn
| 0.106636 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Female
| 80 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
31 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
661b74fb-63c3-4be9-9647-30b4806582e8
|
no_churn
| 0.441549 | 0 |
no_churn
| -0.156113 | -0.003476 | -0.040973 | -0.038776 | -0.034748 | 0.047165 | 0.006033 | 0.051123 |
Male
| 48 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,293,600 |
54 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
d759db44-a53d-4a88-9da2-5a02aa1aa4f7
|
no_churn
| 0.020221 | 0 |
no_churn
| -0.056601 | -0.004044 | -0.015744 | -0.029451 | 0.013966 | -0.098439 | -0.032804 | -0.045911 |
Male
| 56 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,293,600 |
48 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
4168640f-74cf-4c95-8f8e-7eef52225813
|
no_churn
| 0.064277 | 0 |
no_churn
| 0.072659 | 0.126621 | 0.042728 | 0.032928 | 0.102594 | 0.02175 | -0.002422 | -0.005883 |
Female
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
50 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1bcc00d6-7891-4dc8-b748-4bef77d01656
|
no_churn
| 0.009335 | 0 |
no_churn
| -0.050355 | -0.003298 | -0.018026 | -0.030362 | -0.037993 | -0.1009 | -0.013846 | -0.014245 |
Male
| 21 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
23 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
ecf9f387-1b58-4e25-a552-ff976392be50
|
churn
| 0.473047 | 1 |
churn
| -0.170431 | -0.004973 | 0.084282 | -0.079176 | 0.004166 | 0.011862 | 0.006861 | -0.01995 |
Male
| 34 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
9d4c50ca-52c1-47c2-9574-8a8923ddf261
|
no_churn
| 0.050133 | 0 |
no_churn
| -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
0b69f8dd-3fc9-45f2-97fd-3e38f3cef981
|
churn
| 0.640385 | 1 |
churn
| 0.213749 | -0.003526 | -0.032711 | 0.141969 | 0.066223 | 0.141772 | 0.150105 | 0.053393 |
Male
| 44 |
Yes
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,293,600 |
33 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
97cd5c9b-9266-4661-b507-acd48a04aafc
|
no_churn
| 0.040784 | 0 |
no_churn
| -0.044565 | -0.003513 | -0.019389 | -0.048467 | -0.031428 | -0.06684 | -0.023792 | -0.031033 |
Male
| 52 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
64e341e3-c2e9-4b85-aa53-70a9ff4f7027
|
churn
| 0.863529 | 1 |
churn
| 0.33268 | -0.004458 | -0.016117 | -0.015244 | 0.06118 | 0.16609 | 0.11792 | 0.088923 |
Female
| 38 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,293,600 |
14 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
165fb253-4a0e-45cf-a9c7-6f5d78099724
|
no_churn
| 0.427485 | 0 |
no_churn
| -0.012974 | -0.005695 | -0.049938 | 0.115868 | -0.007404 | 0.089365 | -0.02844 | -0.024107 |
Female
| 41 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,293,600 |
53 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d659352c-0595-4a0e-9e99-db68f26b9d1e
|
no_churn
| 0.128519 | 0 |
no_churn
| -0.198965 | -0.004016 | -0.013242 | 0.000594 | 0.043085 | 0.072443 | -0.062761 | -0.006163 |
Male
| 60 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,293,600 |
23 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
447c392e-b889-4f70-a847-9864b7bebabd
|
no_churn
| 0.473047 | 1 |
churn
| -0.170431 | -0.004973 | 0.084282 | -0.079176 | 0.004166 | 0.011862 | 0.006861 | -0.01995 |
Male
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
6c59bbc3-e89b-441d-b86e-85335b9e31e2
|
churn
| 0.775859 | 1 |
churn
| -0.005428 | -0.006306 | -0.12216 | -0.086355 | -0.013546 | 0.062716 | -0.07333 | -0.007949 |
Male
| 48 |
No
|
Yes
|
Employed
|
Urban
|
Doctor
| 1,672,293,600 |
36 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b5227569-ae4a-4b3c-9999-a98dad2f8c10
|
churn
| 0.034811 | 0 |
no_churn
| -0.024511 | 0.053716 | 0.030802 | -0.059149 | 0.045944 | -0.183599 | -0.001305 | -0.020925 |
Female
| 55 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
21 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
6d102325-342e-4b42-997e-12ebf74999e1
|
no_churn
| 0.105015 | 0 |
no_churn
| 0.00152 | -0.00168 | 0.067446 | 0.014208 | 0.096402 | 0.033682 | 0.116334 | 0.087061 |
Female
| 39 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,293,600 |
17 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
97a930b5-8a5e-4d93-83a0-d9351e23f807
|
no_churn
| 0.014049 | 0 |
no_churn
| 0.0512 | -0.003983 | -0.03423 | -0.020465 | 0.002677 | -0.199584 | -0.033256 | -0.031386 |
Female
| 55 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f41f5c2d-a5c3-4441-9640-e49093bee56f
|
no_churn
| 0.347486 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 48 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,293,600 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c86e52f-6a5f-416d-999c-262aadd21635
|
no_churn
| 0.099104 | 0 |
no_churn
| -0.255561 | -0.004322 | 0.009495 | 0.017824 | -0.009595 | 0.028311 | -0.013958 | -0.018499 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,293,600 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ca95b3b-1d63-488d-8e4e-8a355857e561
|
churn
| 0.143513 | 1 |
churn
| 0.290019 | 0.005947 | 0.073573 | 0.071738 | 0.041073 | 0.149681 | -0.003619 | 0.024627 |
Male
| 67 |
No
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,293,600 |
17 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b7ceffbd-4c70-46ea-b65b-1f77b7e2927f
|
no_churn
| 0.403328 | 0 |
no_churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Female
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a834e2c-21a9-41ff-8a30-89cdf09badfd
|
no_churn
| 0.157787 | 0 |
no_churn
| -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 |
Female
| 76 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e37da42d-df63-4ab5-8872-88113294a1fc
|
no_churn
| 0.015196 | 0 |
no_churn
| -0.118857 | -0.002976 | 0.008801 | 0.035966 | -0.004559 | -0.116831 | -0.024793 | -0.045778 |
Female
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,672,293,600 |
47 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
fab63b25-4062-4202-afd5-2e75a0a69e40
|
no_churn
| 0.027372 | 0 |
no_churn
| 0.080046 | -0.002704 | 0.037844 | 0.075327 | 0.057121 | 0.035289 | -0.003372 | 0.001424 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
fc6b0258-02d7-4195-adea-ed315b680c15
|
no_churn
| 0.148899 | 0 |
no_churn
| 0.036908 | -0.002106 | -0.035036 | -0.049956 | -0.073185 | 0.003447 | 0.020227 | 0.020676 |
Male
| 80 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,293,600 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
e0a3177f-0022-4baf-8fac-ceb2108765ae
|
no_churn
| 0.143236 | 0 |
no_churn
| -0.058933 | -0.004711 | 0.006416 | 0.01295 | 0.015197 | -0.126054 | -0.048419 | -0.065472 |
Male
| 69 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
78822ff7-8f90-4ba9-8cbe-dde577179bb9
|
no_churn
| 0.274975 | 0 |
no_churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Male
| 46 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
38 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
2db30ac0-0051-423d-b015-d971e1eef6c0
|
churn
| 0.108721 | 0 |
no_churn
| 0.102341 | 0.004807 | -0.000795 | 0.110056 | 0.05266 | 0.046179 | 0.136217 | 0.10951 |
Male
| 33 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,293,600 |
21 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8206ef3c-73e2-4287-ab2c-58b8c2d0810d
|
no_churn
| 0.022195 | 0 |
no_churn
| -0.062874 | -0.00396 | -0.015622 | -0.040551 | 0.003694 | -0.07144 | -0.028967 | -0.049307 |
Female
| 72 |
Yes
|
No
|
Employed
|
Rural
|
Master
| 1,672,293,600 |
56 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
8de2dcff-d859-4b85-95a7-4846d3ada3d6
|
no_churn
| 0.267006 | 0 |
no_churn
| -0.07317 | -0.004423 | -0.096753 | -0.046098 | 0.034061 | 0.054295 | -0.010816 | -0.046123 |
Male
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
34 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a2af3e5d-f977-4d63-89e1-25b1019b9a97
|
churn
| 0.594703 | 1 |
churn
| -0.076865 | -0.003138 | 0.065095 | 0.07857 | 0.107886 | 0.11426 | 0.084981 | 0.104923 |
Male
| 70 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
2e16f144-49a7-44f7-922e-d22fe14d8ea8
|
churn
| 0.51078 | 1 |
churn
| -0.00032 | -0.002425 | 0.026892 | -0.014786 | 0.115267 | 0.106008 | 0.103186 | 0.070556 |
Female
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
53 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
763284ad-91e6-4e5d-b323-5c9b9bafcd01
|
no_churn
| 0.04727 | 0 |
no_churn
| -0.041599 | -0.003285 | -0.016755 | -0.008789 | -0.094988 | -0.041773 | -0.023188 | -0.038648 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
4c22d96d-6de1-485f-82a3-cb1f35de52a2
|
churn
| 0.699867 | 1 |
churn
| 0.132289 | -0.004388 | -0.018957 | -0.010918 | 0.060913 | 0.128542 | 0.044425 | 0.069103 |
Female
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
72 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
a83d972e-df92-4624-a7f7-ea3ccdc64b4d
|
no_churn
| 0.024343 | 0 |
no_churn
| -0.148856 | -0.002786 | -0.028828 | -0.008939 | 0.011204 | -0.14174 | 0.017892 | 0.033026 |
Female
| 55 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,293,600 |
10 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
7371f674-bb8d-495a-83d6-35b3bcd30c65
|
no_churn
| 0.024982 | 0 |
no_churn
| -0.039302 | -0.008194 | -0.012491 | -0.042135 | -0.000877 | -0.083547 | -0.03321 | -0.049269 |
Female
| 61 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,293,600 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
296fac3d-2593-4a70-b9b7-596e1d0cc2af
|
no_churn
| 0.006389 | 0 |
no_churn
| -0.099812 | -0.003089 | -0.002321 | -0.030191 | -0.037028 | -0.135272 | 0.016468 | 0.022218 |
Male
| 56 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
966b11a0-4734-43f6-908f-58cee920eacf
|
no_churn
| 0.593046 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 66 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,293,600 |
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