Tenure
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values | MultipleLines
stringclasses 3
values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
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| prediction_label
stringclasses 2
values | prediction_score
float64 0
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| actual_score
int64 0
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| 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
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80
| Dependents
stringclasses 2
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stringclasses 5
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
12 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e84cbe39-fee6-4fc1-9168-d0bbca676dbe
|
no_churn
| 0.188255 | 0 |
no_churn
| -0.06207 | -0.009067 | -0.019765 | -0.104809 | -0.034372 | 0.040952 | -0.03958 | -0.030982 |
Female
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
42 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7cc008bf-03e3-4917-9655-992922926b82
|
no_churn
| 0.006603 | 0 |
no_churn
| 0.012853 | -0.003838 | -0.003488 | -0.022312 | -0.009653 | -0.210819 | -0.014043 | -0.017728 |
Male
| 35 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
41 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a1234c0-d332-4e97-bc12-9399def477d0
|
no_churn
| 0.058291 | 0 |
no_churn
| -0.072299 | -0.009832 | -0.001344 | -0.080363 | 0.023669 | 0.057796 | -0.045342 | -0.07881 |
Female
| 23 |
No
|
No
|
Medical Leave
|
Rural
|
High School or Below
| 1,671,516,000 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
e74e610b-6457-4138-88e9-d252caf13672
|
no_churn
| 0.051596 | 0 |
no_churn
| 0.039204 | -0.005722 | -0.023647 | -0.065945 | -0.016343 | -0.127023 | -0.032069 | -0.037482 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
27 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c8f7304f-2cf3-4af4-b353-72eb76d6e701
|
no_churn
| 0.037769 | 0 |
no_churn
| -0.054386 | -0.004594 | -0.023988 | -0.031702 | 0.010497 | -0.081132 | -0.042175 | -0.041547 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,516,000 |
4 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d76f15bd-aa41-4a49-bd43-0ba04338f3b3
|
no_churn
| 0.227653 | 0 |
no_churn
| 0.027794 | -0.011964 | -0.016636 | -0.148777 | -0.094111 | 0.058259 | -0.044004 | -0.039589 |
Female
| 67 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
4 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8eaaf398-8ccc-464e-8e18-6e904bbbc5d0
|
no_churn
| 0.14909 | 0 |
no_churn
| 0.0925 | -0.01456 | -0.001608 | -0.104887 | -0.116356 | 0.073357 | -0.032269 | -0.02286 |
Female
| 61 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
17 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8d8cd4b3-f8ce-47e7-89ae-599a78effe0c
|
churn
| 0.130447 | 1 |
churn
| 0.046755 | -0.008368 | 0.020783 | -0.040589 | 0.017018 | -0.170796 | -0.024219 | -0.039611 |
Male
| 72 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
5b2c09be-0fca-42d5-b5cf-c2ad3542e855
|
no_churn
| 0.049314 | 0 |
no_churn
| 0.043621 | -0.005131 | -0.019301 | -0.062923 | -0.004449 | -0.141484 | -0.034963 | -0.033731 |
Female
| 60 |
Yes
|
Yes
|
Disabled
|
Suburban
|
College
| 1,671,516,000 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5e80ec7-fbc8-401c-b0bb-9470ff38ee01
|
churn
| 0.631787 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 23 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,516,000 |
17 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
59161c33-301a-478d-9548-4ba0618b7bd5
|
no_churn
| 0.197814 | 0 |
no_churn
| -0.007411 | -0.006081 | -0.016091 | -0.195347 | 0.014932 | 0.062222 | -0.032699 | -0.038552 |
Male
| 39 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bdff3de4-3419-4f98-aab2-43abb09b06ee
|
no_churn
| 0.224211 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Male
| 37 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,671,516,000 |
35 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c70c1cb4-10b5-4c11-96a6-47763b828f75
|
no_churn
| 0.019904 | 0 |
no_churn
| -0.055916 | -0.004072 | -0.013193 | -0.038445 | -0.036049 | -0.057429 | -0.021678 | -0.042243 |
Male
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
68 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
9494a053-0b62-4b01-88e5-d9cbcf625a69
|
no_churn
| 0.006293 | 0 |
no_churn
| -0.018021 | -0.002678 | -0.005804 | -0.007474 | -0.003085 | -0.205499 | -0.011559 | -0.014906 |
Male
| 36 |
Yes
|
Yes
|
Medical Leave
|
Rural
|
College
| 1,671,516,000 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3aa7c7bc-680a-4779-96ae-b9e2a947cc5d
|
no_churn
| 0.189961 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c30acf72-5c1d-4a70-9dd8-9cbf90e1b0fe
|
churn
| 0.709669 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
40 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
90a4cff6-0b5b-4f89-b694-9a3c39d32b92
|
no_churn
| 0.053748 | 0 |
no_churn
| -0.05557 | -0.008239 | -0.080907 | -0.047552 | 0.046054 | 0.058599 | -0.038478 | -0.067933 |
Female
| 20 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,516,000 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b602668c-1aa1-4c8c-8e41-fafabc8f9be8
|
no_churn
| 0.122381 | 0 |
no_churn
| 0.022432 | -0.003252 | 0.001912 | -0.03146 | -0.074836 | 0.066494 | -0.017977 | -0.014836 |
Male
| 48 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
34 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
850d463a-ad8f-4b94-b971-cdbd27137fc2
|
no_churn
| 0.030301 | 0 |
no_churn
| -0.102314 | -0.005923 | -0.041145 | -0.102844 | 0.020749 | 0.032249 | -0.026364 | -0.043434 |
Male
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
55 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
bb92a417-8ef0-45ad-8e90-a1864dbb074c
|
no_churn
| 0.017632 | 0 |
no_churn
| -0.055877 | -0.004049 | 0.006232 | -0.038307 | 0.010471 | -0.124214 | -0.031391 | -0.031893 |
Male
| 67 |
Yes
|
No
|
Unemployed
|
Rural
|
Master
| 1,671,516,000 |
56 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
eff2169e-f14e-4ea1-b417-96c5b4611536
|
no_churn
| 0.008006 | 0 |
no_churn
| -0.036504 | -0.003385 | 0.002785 | -0.088789 | -0.021336 | -0.094787 | -0.014632 | -0.012379 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
46b1ab9f-9adb-4715-88b9-94ec4d411eab
|
no_churn
| 0.002747 | 0 |
no_churn
| -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,516,000 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
9bf24eff-a609-49d5-8129-91d0be462f5f
|
no_churn
| 0.001996 | 0 |
no_churn
| -0.072373 | -0.003802 | -0.00555 | -0.026751 | -0.026511 | -0.108295 | -0.011516 | -0.014228 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
51 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
def4b682-da36-4691-ba66-bfaee23e8a8c
|
no_churn
| 0.006695 | 0 |
no_churn
| -0.042362 | -0.00362 | 0.016963 | -0.059072 | 0.010287 | -0.138397 | -0.02762 | -0.025207 |
Male
| 31 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
11 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
285a28b5-e49a-47b4-896a-6b4cfddb1d95
|
no_churn
| 0.154324 | 0 |
no_churn
| 0.198507 | 0.003566 | -0.030134 | 0.060025 | 0.099635 | 0.129396 | -0.020721 | -0.027226 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
44 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
9c22f7e8-5778-4902-b31e-ec30cb68a160
|
no_churn
| 0.025072 | 0 |
no_churn
| -0.081857 | -0.00739 | -0.026159 | -0.033669 | 0.010036 | -0.07535 | -0.017891 | -0.036747 |
Female
| 38 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,671,516,000 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5722ee75-5768-4e52-b2c3-e6db0e054d25
|
no_churn
| 0.163858 | 0 |
no_churn
| -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 |
Female
| 42 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
1 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ba5e8b94-3ea5-4cbf-a280-d9557b645bde
|
no_churn
| 0.239888 | 0 |
no_churn
| 0.149099 | -0.005565 | -0.016556 | -0.148578 | -0.067371 | 0.099205 | -0.062406 | -0.077296 |
Male
| 61 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,671,516,000 |
32 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
0f695725-0a32-43a3-b70c-3e05ef9fc46c
|
no_churn
| 0.019245 | 0 |
no_churn
| -0.007406 | -0.004484 | -0.043566 | -0.107257 | 0.018062 | -0.056628 | -0.019329 | -0.028418 |
Male
| 26 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,516,000 |
38 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e21b516-cc19-4753-91e7-dda7815b202c
|
no_churn
| 0.034158 | 0 |
no_churn
| -0.069155 | -0.011839 | -0.030281 | -0.114873 | -0.014857 | 0.038313 | -0.030718 | -0.035617 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
55 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
b26497aa-c330-487c-8573-fa6a383322c3
|
no_churn
| 0.009525 | 0 |
no_churn
| -0.029988 | -0.003533 | 0.00791 | -0.003548 | 0.013867 | -0.202076 | -0.022618 | -0.02904 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
9 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
70da7dab-477f-4475-ab2a-c7a423d413e4
|
no_churn
| 0.058281 | 0 |
no_churn
| 0.006747 | -0.008545 | -0.018404 | -0.000257 | -0.021369 | -0.142364 | -0.025507 | -0.042661 |
Male
| 79 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,671,516,000 |
72 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
37b8a590-9e6d-4bf4-8d87-99a4b61ad02e
|
no_churn
| 0.00325 | 0 |
no_churn
| -0.115985 | 0.015058 | 0.0008 | -0.016021 | 0.002729 | -0.110686 | -0.015113 | -0.019807 |
Male
| 56 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
12 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e585b02-b662-46f0-94ca-8b7eeac0c544
|
no_churn
| 0.094243 | 0 |
no_churn
| -0.018661 | -0.007474 | -0.11331 | -0.06385 | -0.014262 | 0.054742 | -0.04073 | -0.057148 |
Male
| 31 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
43 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
80bb6ec3-8cd7-4af2-8e6d-b77b56ea0403
|
no_churn
| 0.165313 | 0 |
no_churn
| -0.130877 | 0.009618 | -0.012248 | -0.06683 | -0.015043 | 0.036637 | -0.036894 | -0.043389 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
62 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
1c69e0e9-3f8d-400a-afe9-10a1453390af
|
no_churn
| 0.006584 | 0 |
no_churn
| -0.066571 | -0.003927 | -0.012413 | -0.019639 | 0.001074 | -0.111064 | -0.028377 | -0.028108 |
Male
| 68 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
51 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
94f25fca-5e42-4e30-8247-57b22f26eead
|
no_churn
| 0.012014 | 0 |
no_churn
| -0.042362 | -0.00362 | 0.016963 | -0.059072 | 0.010287 | -0.138397 | -0.02762 | -0.025207 |
Male
| 32 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bf16f5f2-3e4e-4953-9954-da78f37fa692
|
churn
| 0.817293 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 67 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,516,000 |
18 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e1cbc07-aae1-4c93-a9d8-412136382d33
|
no_churn
| 0.385821 | 0 |
no_churn
| -0.077048 | -0.010354 | 0.04261 | -0.011353 | 0.056208 | 0.072692 | -0.06083 | -0.060952 |
Male
| 33 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,516,000 |
20 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
366ebd47-bced-4c15-bb93-f9666c5f2b5b
|
no_churn
| 0.308795 | 0 |
no_churn
| -0.067979 | -0.009782 | -0.041635 | -0.07852 | 0.004013 | 0.042364 | -0.045368 | -0.07212 |
Male
| 34 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
9 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
384ce1d0-f0cb-44ee-89c2-bf05e0656173
|
no_churn
| 0.245607 | 0 |
no_churn
| 0.147207 | -0.009477 | 0.016542 | 0.04551 | 0.073725 | 0.110002 | -0.034174 | -0.043361 |
Female
| 39 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,671,516,000 |
51 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a72ce0a4-193f-412b-b484-1ea97e7adad9
|
no_churn
| 0.011637 | 0 |
no_churn
| -0.044795 | -0.003273 | 0.016813 | -0.096319 | 0.01258 | -0.084723 | -0.03602 | -0.03329 |
Male
| 25 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,516,000 |
70 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
57a0d5c7-46c3-46c2-9765-065cc0b57cfb
|
no_churn
| 0.00953 | 0 |
no_churn
| -0.066831 | -0.003569 | -0.018886 | -0.015846 | 0.001311 | -0.122538 | -0.017805 | -0.024863 |
Female
| 76 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
27 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
b691d7f9-b24d-4703-86a5-462e04fd55a6
|
no_churn
| 0.017381 | 0 |
no_churn
| -0.056681 | -0.007206 | -0.01678 | -0.030889 | 0.008514 | -0.081852 | -0.04294 | -0.041192 |
Female
| 73 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,671,516,000 |
69 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
c33fd2fa-847d-4da6-a3d6-c8dff72cbc89
|
no_churn
| 0.033331 | 0 |
no_churn
| -0.059641 | -0.00271 | 0.000659 | -0.034681 | 0.002951 | -0.093418 | -0.034701 | -0.044153 |
Male
| 38 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
55 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a5362c6d-90fd-4c8a-8c02-fa997a71c5e5
|
no_churn
| 0.103802 | 0 |
no_churn
| -0.128007 | -0.00516 | -0.014635 | -0.062801 | 0.019876 | 0.024994 | -0.042158 | -0.051135 |
Female
| 65 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4848a1d0-c8bf-41d6-8b87-c025d0395685
|
no_churn
| 0.522347 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 27 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
71 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
6a6bbbd6-4af1-47c6-b462-3333643c0b66
|
no_churn
| 0.00166 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Male
| 65 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,516,000 |
33 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
54481ab0-2678-47d1-8651-512f3e2cd851
|
churn
| 0.007876 | 1 |
churn
| 0.0309 | -0.002474 | 0.031694 | -0.068041 | 0.043763 | -0.093146 | -0.034367 | -0.027356 |
Male
| 25 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
57 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
20c218a9-b54f-4154-90d4-33a1ff59cb16
|
no_churn
| 0.014354 | 0 |
no_churn
| -0.01446 | -0.003692 | -0.011469 | -0.024975 | 0.020083 | -0.132175 | -0.03745 | -0.064887 |
Female
| 26 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
16 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c6ce1434-b88e-4baf-852d-8eb9a4723007
|
no_churn
| 0.089081 | 0 |
no_churn
| 0.038047 | -0.015142 | -0.086817 | -0.078046 | -0.048962 | 0.07454 | -0.046398 | -0.054831 |
Female
| 60 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
43 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e36759f4-0b77-4abb-bd0b-3bf569cf10fe
|
no_churn
| 0.018116 | 0 |
no_churn
| -0.029784 | -0.003055 | -0.017556 | -0.039837 | 0.018903 | -0.128984 | -0.036683 | -0.032029 |
Male
| 75 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
26 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d3aea9df-8784-4ed0-b709-1e7526007993
|
no_churn
| 0.133524 | 0 |
no_churn
| -0.09149 | -0.004551 | 0.017673 | -0.102568 | 0.009392 | 0.045236 | -0.06088 | -0.081839 |
Male
| 45 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,516,000 |
30 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de2f72a9-a94e-4c89-9000-8a450e37bfd6
|
churn
| 0.094437 | 1 |
churn
| -0.065545 | -0.018197 | -0.031334 | -0.089231 | -0.020716 | 0.052977 | -0.036571 | -0.050409 |
Female
| 34 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,516,000 |
18 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
9922084e-8e78-4736-b0f4-bf5999e5afe4
|
no_churn
| 0.051566 | 0 |
no_churn
| -0.063751 | -0.003759 | -0.014034 | -0.016929 | -0.014319 | -0.049022 | -0.027309 | -0.053903 |
Female
| 29 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
24 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
44d0cc13-0d73-4e2e-ae50-e29906334e85
|
churn
| 0.01679 | 0 |
no_churn
| -0.062532 | -0.006171 | -0.037006 | -0.018958 | 0.008662 | -0.080128 | -0.034814 | -0.038078 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
67 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
a0943d1f-c0a8-4c5b-bd9c-0972055ccfc2
|
no_churn
| 0.00394 | 0 |
no_churn
| -0.055061 | -0.003676 | -0.017272 | -0.019762 | -0.000203 | -0.116597 | -0.026769 | -0.029686 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,516,000 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6558d44c-4af5-442a-bce9-e4315ace49fa
|
churn
| 0.459217 | 1 |
churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
30 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
45ad4105-cb98-413e-8c5b-bbed577cec1e
|
no_churn
| 0.077357 | 0 |
no_churn
| -0.039436 | -0.006155 | 0.007607 | -0.031444 | -0.002595 | -0.099979 | -0.034154 | -0.062869 |
Male
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
16 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
28500870-0fb8-4a2a-8133-08a8222dcf5e
|
churn
| 0.494325 | 1 |
churn
| 0.18257 | 0.132669 | 0.037019 | 0.112274 | 0.104573 | 0.119956 | -0.007838 | -0.018999 |
Female
| 29 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
47 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f6921bb8-f823-4232-b829-ba2f7628a225
|
churn
| 0.526928 | 1 |
churn
| -0.13691 | -0.00208 | 0.007097 | -0.166325 | 0.036717 | 0.067533 | 0.094295 | 0.070646 |
Female
| 80 |
Yes
|
No
|
Disabled
|
Rural
|
College
| 1,671,516,000 |
42 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
e599d8a5-7ee2-4367-8bd3-d3e8c62d3edb
|
churn
| 0.228556 | 0 |
no_churn
| -0.086838 | -0.003277 | 0.011172 | -0.057087 | -0.00972 | -0.177676 | 0.064431 | 0.059969 |
Male
| 43 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
7 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
3a22d26b-e3be-43e8-adb7-506a685fba16
|
no_churn
| 0.804716 | 1 |
churn
| 0.151464 | 0.00007 | 0.026852 | 0.002329 | 0.101153 | 0.160402 | 0.147205 | 0.141499 |
Male
| 48 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
54 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0ae1cad8-92f2-4c74-b4f9-bd2c4b3cf557
|
no_churn
| 0.250676 | 0 |
no_churn
| -0.222867 | -0.002544 | -0.017304 | -0.031283 | 0.012841 | 0.025487 | -0.013241 | 0.069884 |
Female
| 38 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
19 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
834ad3da-adcb-42f6-bdc5-474cd5a27f47
|
churn
| 0.47587 | 1 |
churn
| 0.120121 | -0.004441 | 0.04324 | 0.03546 | 0.099746 | 0.129801 | 0.168781 | 0.138265 |
Male
| 57 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,516,000 |
16 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
bd058a6e-e778-4fd5-910b-aa20a2c25458
|
churn
| 0.774983 | 1 |
churn
| 0.092904 | -0.005647 | 0.104162 | -0.017745 | 0.14251 | 0.091335 | -0.010738 | 0.016742 |
Female
| 45 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
54 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8890fb76-0739-4816-a507-0b0e0f6eab2e
|
no_churn
| 0.455818 | 0 |
no_churn
| -0.156533 | -0.002762 | -0.018766 | -0.113903 | 0.083552 | -0.000785 | 0.07603 | 0.06414 |
Female
| 79 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
25 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c21e1659-d75a-47d7-8a30-7c98cf81974a
|
churn
| 0.675392 | 1 |
churn
| -0.114829 | -0.004726 | 0.026489 | -0.133824 | 0.046468 | 0.047353 | -0.099337 | 0.033379 |
Male
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
39 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ddd705ad-2b3f-4017-84e0-ddf9c4409b3c
|
churn
| 0.581491 | 1 |
churn
| -0.102859 | -0.004062 | 0.088854 | 0.008176 | -0.02809 | 0.116075 | 0.070265 | 0.04028 |
Male
| 20 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,671,516,000 |
61 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
dee05414-b725-4011-bcd3-5400ddda702a
|
churn
| 0.509473 | 1 |
churn
| -0.041602 | -0.000941 | 0.018427 | 0.069567 | 0.127723 | 0.096253 | 0.122679 | 0.098868 |
Female
| 27 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,671,516,000 |
33 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
83a665a1-8c5f-4e78-974b-a1db66be62c2
|
churn
| 0.538539 | 1 |
churn
| -0.081087 | -0.003478 | 0.043056 | 0.053833 | 0.112534 | 0.104435 | 0.083707 | 0.097628 |
Female
| 25 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,516,000 |
5 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
3c75ff5f-3fad-4045-ade7-c03ce5d23bfb
|
churn
| 0.699867 | 1 |
churn
| 0.198207 | -0.000466 | -0.000865 | 0.007034 | 0.060338 | 0.149014 | 0.142998 | 0.138049 |
Female
| 24 |
No
|
Yes
|
Unemployed
|
Urban
|
Doctor
| 1,671,516,000 |
32 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
df03aff1-e8cd-491a-b9b5-cf34a1713261
|
no_churn
| 0.515046 | 0 |
no_churn
| 0.048889 | -0.002944 | 0.076543 | 0.000446 | 0.173122 | 0.081583 | 0.149365 | 0.11985 |
Male
| 40 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
fd178bd1-6ecb-40ef-9d4b-8e551732eb10
|
no_churn
| 0.249844 | 0 |
no_churn
| -0.295324 | -0.004873 | 0.009169 | -0.079744 | 0.013463 | 0.038323 | 0.019856 | 0.030104 |
Male
| 63 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
804d9805-baca-4257-84b2-651e9427eb8f
|
no_churn
| 0.119264 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Female
| 71 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
e221a7c4-72c3-41d5-83f5-81a7892c74ff
|
churn
| 0.009112 | 0 |
no_churn
| -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 |
Male
| 27 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
49 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1ec6a817-cf4f-4acd-8c65-157c1d39319c
|
no_churn
| 0.352016 | 0 |
no_churn
| -0.061693 | -0.002731 | -0.006287 | 0.057516 | 0.066303 | 0.111084 | 0.090136 | 0.096644 |
Female
| 57 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
a6c5c350-5f2c-4c58-9f98-7780ab8eaece
|
no_churn
| 0.157892 | 0 |
no_churn
| -0.143987 | -0.003221 | 0.002878 | 0.01229 | -0.042057 | -0.122832 | -0.009146 | 0.037048 |
Female
| 54 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4b2f425b-a075-4704-8add-cf89f405d994
|
churn
| 0.881945 | 1 |
churn
| 0.050797 | -0.005066 | -0.068169 | -0.045174 | -0.036705 | 0.090762 | -0.122333 | 0.016861 |
Male
| 60 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a6c45088-c232-4a40-b4c8-7acd0fdd976d
|
churn
| 0.377945 | 1 |
churn
| -0.127625 | -0.004461 | -0.019857 | -0.021396 | 0.032386 | 0.056486 | -0.062479 | 0.02692 |
Male
| 21 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,516,000 |
28 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d4ea7d9c-5d46-453c-9eaf-61ecc00dfb26
|
churn
| 0.67551 | 1 |
churn
| 0.068579 | -0.001889 | 0.134264 | 0.112814 | 0.079126 | 0.147129 | 0.078507 | 0.102946 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,516,000 |
33 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5ffe2985-35ea-4599-8529-47393d40ecfa
|
no_churn
| 0.358075 | 0 |
no_churn
| -0.19041 | -0.00241 | 0.042783 | -0.060887 | 0.005791 | 0.048265 | -0.05612 | -0.043183 |
Male
| 48 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c70349bb-89ac-428c-9c9a-49f6cbf8537d
|
churn
| 0.861409 | 1 |
churn
| 0.272089 | -0.005932 | -0.065563 | -0.0016 | 0.089923 | 0.127658 | 0.002106 | 0.016654 |
Female
| 20 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
a2a7a51a-2a19-411f-b386-67bc165a2170
|
no_churn
| 0.182676 | 0 |
no_churn
| -0.186873 | -0.002189 | 0.035642 | -0.003324 | -0.061899 | -0.161553 | 0.052862 | 0.058308 |
Male
| 69 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
22 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
81e37df2-fe97-4bb5-bb0b-460b434586b8
|
no_churn
| 0.350701 | 0 |
no_churn
| -0.088734 | -0.002508 | 0.040564 | 0.065374 | -0.054627 | 0.091821 | -0.003613 | -0.030724 |
Male
| 38 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,516,000 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4c4a47f9-c02d-4721-8c35-b72b5c656f67
|
churn
| 0.576764 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33e450ac-a4d2-417b-9c3e-08267f0bfafe
|
churn
| 0.675594 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 69 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
550149b3-a927-49f4-93ad-136cdb69be16
|
no_churn
| 0.239657 | 0 |
no_churn
| -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 |
Male
| 71 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d9da1a1-4c89-4758-8771-d2a4713fe7ae
|
churn
| 0.695094 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 75 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4d4a30dc-5990-4e2a-a7c5-ea50082fdc73
|
no_churn
| 0.544022 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Male
| 32 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
665e79f2-0a21-431c-b93e-23cbbea6edf2
|
churn
| 0.876786 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ec9f7a2c-3d16-40ec-9319-872afae317c5
|
no_churn
| 0.517607 | 0 |
no_churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Female
| 49 |
No
|
No
|
Disabled
|
Suburban
|
Master
| 1,671,516,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
938e4873-f582-4225-8ca2-13b2f1183402
|
churn
| 0.728922 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 47 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a19e6101-66e7-48c5-8ed6-d4f4152f9b8e
|
churn
| 0.719805 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f1b1ca19-d16e-43d3-98db-e26ab2ee89aa
|
no_churn
| 0.559158 | 0 |
no_churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Male
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
46 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7293eb66-d70e-44b3-b4a3-be23dcc5c16d
|
churn
| 0.417018 | 1 |
churn
| -0.214908 | -0.003644 | 0.043656 | 0.019836 | 0.005681 | 0.061382 | -0.03211 | -0.013606 |
Female
| 29 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,516,000 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5242c45-b53f-422c-a04f-7e16faa2ca57
|
no_churn
| 0.181712 | 0 |
no_churn
| -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
54a4918f-3df2-40dd-8517-df5bac47d699
|
churn
| 0.512535 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 72 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,671,516,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
7a00ba01-41f3-406d-b03d-d66b56ef52f2
|
no_churn
| 0.020585 | 0 |
no_churn
| -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f43db458-62c9-4200-a727-d731ff9493e1
|
no_churn
| 0.385193 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 51 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
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