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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f69177c1-b348-400d-9e0d-f49aa5f2e10f
|
no_churn
| 0.235548 | 0 |
no_churn
| 0.091437 | -0.010978 | 0.073104 | 0.004708 | 0.003898 | 0.08889 | -0.017489 | -0.017921 |
Female
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
40a969cb-9f30-4f01-b454-8ea1b14b634f
|
no_churn
| 0.38693 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
23 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
16b16bc8-5fb8-4a0e-b171-552cf94ce277
|
no_churn
| 0.288358 | 0 |
no_churn
| -0.189144 | -0.009724 | -0.116661 | 0.043 | -0.004063 | 0.047558 | -0.026026 | -0.013966 |
Male
| 49 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,343,200 |
3 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e76000f-dc2b-4bf7-8819-3f704701e7bc
|
churn
| 0.495278 | 1 |
churn
| 0.065264 | -0.010272 | -0.031141 | -0.110485 | -0.147547 | 0.055669 | -0.047543 | -0.038972 |
Male
| 54 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
f8f59402-b734-42f1-aa51-e4fd2a7d7975
|
no_churn
| 0.015854 | 0 |
no_churn
| -0.098594 | -0.004346 | -0.014907 | -0.014009 | -0.040464 | -0.122729 | 0.009007 | 0.017015 |
Female
| 27 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,343,200 |
9 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
e4a0e8a1-3baf-4515-b3a4-f625ea2c838e
|
no_churn
| 0.032369 | 0 |
no_churn
| 0.006747 | -0.008545 | -0.018404 | -0.000257 | -0.021369 | -0.142364 | -0.025507 | -0.042661 |
Male
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
70 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
dfed67bc-5505-474b-9c80-67f1c7d7d71a
|
no_churn
| 0.006699 | 0 |
no_churn
| -0.066831 | -0.003569 | -0.018886 | -0.015846 | 0.001311 | -0.122538 | -0.017805 | -0.024863 |
Female
| 76 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
849753bd-3cde-4803-85f6-2b80ee5b3355
|
churn
| 0.622224 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 62 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
66 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ed9a5bb4-4764-46db-bd72-18e62b080479
|
churn
| 0.512139 | 0 |
no_churn
| -0.019915 | -0.000896 | 0.026765 | 0.039812 | 0.119141 | 0.087806 | 0.063137 | 0.066353 |
Female
| 41 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
66 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
ddd69dcc-bfb5-41f6-a4aa-9111eb9a11e6
|
no_churn
| 0.014786 | 0 |
no_churn
| -0.010222 | -0.002879 | 0.016093 | -0.126101 | -0.04566 | -0.125583 | 0.03684 | 0.028486 |
Female
| 23 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,343,200 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
5ff6a3d0-45a5-465d-adca-1be6fb0a9139
|
no_churn
| 0.238456 | 0 |
no_churn
| 0.119123 | -0.000549 | 0.100459 | 0.085697 | 0.125844 | -0.053713 | 0.070077 | 0.045845 |
Male
| 44 |
Yes
|
Yes
|
Retired
|
Urban
|
Master
| 1,671,343,200 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
19f7f9b8-7d41-4e63-b0ac-b68edd086f9e
|
no_churn
| 0.165042 | 0 |
no_churn
| -0.053299 | -0.002526 | 0.024836 | -0.047926 | 0.009234 | -0.037674 | -0.000413 | 0.058742 |
Male
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
61 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
bfd89b09-268d-4e41-aa48-d4c59e19b0fc
|
no_churn
| 0.019781 | 0 |
no_churn
| -0.098498 | -0.002339 | -0.028993 | -0.040073 | 0.036618 | -0.161633 | 0.032364 | 0.043529 |
Male
| 78 |
No
|
No
|
Disabled
|
Rural
|
Bachelor
| 1,671,343,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
4cf1a6d5-28b1-466e-a01c-c9b2d1f81350
|
no_churn
| 0.005304 | 0 |
no_churn
| -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 |
Male
| 65 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,343,200 |
3 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8108d81e-7916-4c66-96f9-76d820d96fd0
|
churn
| 0.495278 | 1 |
churn
| 0.065264 | -0.010272 | -0.031141 | -0.110485 | -0.147547 | 0.055669 | -0.047543 | -0.038972 |
Female
| 28 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,343,200 |
7 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
b615d113-4f86-4b98-b817-ec0e7d8756a1
|
no_churn
| 0.010881 | 0 |
no_churn
| 0.058019 | -0.003997 | 0.005185 | -0.011852 | 0.035344 | -0.220588 | -0.027055 | -0.038845 |
Male
| 41 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,671,343,200 |
66 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b4e700c3-1621-4c21-a030-3c363a4dc141
|
no_churn
| 0.031882 | 0 |
no_churn
| -0.038602 | -0.006458 | -0.000772 | -0.038568 | -0.030678 | -0.087034 | -0.020732 | -0.026182 |
Female
| 38 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
46 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
07d26874-4553-4b49-b43a-df6b4d631705
|
no_churn
| 0.090892 | 0 |
no_churn
| -0.091649 | -0.001528 | -0.023897 | -0.036883 | -0.005977 | -0.127768 | 0.014997 | 0.033679 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
42 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
66f98dc5-e8b4-442e-868d-0284917657d1
|
churn
| 0.517907 | 1 |
churn
| 0.108098 | -0.003588 | 0.076048 | 0.111978 | 0.056884 | 0.158047 | 0.15554 | 0.060467 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,343,200 |
50 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
109555c7-336f-4884-b0ae-46c472ae5be8
|
no_churn
| 0.159558 | 0 |
no_churn
| 0.089452 | 0.004779 | 0.124799 | 0.010754 | 0.082238 | 0.137951 | -0.009837 | -0.006352 |
Male
| 31 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,343,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e01f28c5-bfc7-4509-8f23-977c3e03587c
|
churn
| 0.330462 | 1 |
churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 62 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,343,200 |
14 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
3b79b7a7-ecd7-4ad1-af8d-fceb85c76c2d
|
churn
| 0.481595 | 1 |
churn
| 0.017971 | -0.005003 | 0.013938 | 0.139712 | 0.007479 | -0.025949 | 0.052887 | 0.088939 |
Male
| 35 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,671,343,200 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
25b2ab7d-8152-4b71-a0bd-e2c60588902b
|
no_churn
| 0.003374 | 0 |
no_churn
| -0.163208 | -0.002079 | -0.002058 | -0.008658 | 0.018613 | -0.185417 | 0.027163 | 0.046617 |
Female
| 53 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
35 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
dabb61aa-2ae1-402f-8f51-a1be724e7ab8
|
churn
| 0.30658 | 0 |
no_churn
| -0.023039 | -0.00137 | -0.038386 | 0.038839 | -0.026496 | 0.015219 | 0.055758 | 0.07045 |
Male
| 78 |
No
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,671,343,200 |
70 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
fa963252-c31f-49da-b54c-e97acabf4d73
|
no_churn
| 0.069995 | 0 |
no_churn
| -0.140686 | 0.020318 | 0.002621 | -0.009104 | -0.01192 | -0.072502 | -0.023374 | -0.024378 |
Male
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dd8e02b8-59bc-49a1-94ac-32b6ca00d1eb
|
churn
| 0.759622 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 66 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,343,200 |
54 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
829c1350-5349-4184-a7a7-e6ea185839ab
|
no_churn
| 0.227776 | 0 |
no_churn
| -0.081181 | -0.007416 | -0.018441 | -0.07619 | -0.065699 | -0.043645 | 0.016249 | 0.027299 |
Female
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
18 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e6c1ba5-cb7c-4ce1-bf00-b258af8bbb1f
|
no_churn
| 0.146168 | 0 |
no_churn
| -0.020945 | 0.069731 | 0.024803 | -0.020788 | 0.01628 | 0.06902 | -0.036596 | -0.053793 |
Female
| 35 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,671,343,200 |
66 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
abfb5518-eed2-4175-beeb-16569dd761f0
|
churn
| 0.464037 | 1 |
churn
| -0.163194 | -0.0022 | -0.014716 | -0.048431 | 0.040903 | 0.050674 | -0.047065 | 0.065001 |
Male
| 27 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
0169ce08-35bb-4662-b1e9-8c5c4efdfae0
|
no_churn
| 0.013261 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
71 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
fcb9b6a0-ad6f-4383-9a6c-f09c013e21b7
|
no_churn
| 0.002149 | 0 |
no_churn
| -0.115655 | -0.00245 | -0.016617 | -0.075185 | 0.029761 | -0.165716 | 0.036203 | 0.050631 |
Male
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
12e5739c-9455-4b68-9033-1174cd465c76
|
no_churn
| 0.486145 | 0 |
no_churn
| -0.172568 | -0.007962 | -0.067256 | 0.032385 | -0.002002 | 0.049254 | -0.034661 | -0.066216 |
Male
| 35 |
Yes
|
No
|
Unemployed
|
Rural
|
Master
| 1,671,343,200 |
66 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
d602fe72-45e8-434d-a196-67ce8b1fa2c2
|
no_churn
| 0.014786 | 0 |
no_churn
| -0.010222 | -0.002879 | 0.016093 | -0.126101 | -0.04566 | -0.125583 | 0.03684 | 0.028486 |
Female
| 78 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
085cc5d2-3733-48e5-99a2-895a2a95f1f4
|
churn
| 0.662159 | 1 |
churn
| 0.1714 | -0.003215 | -0.058145 | 0.073441 | 0.048309 | 0.133829 | 0.010699 | 0.050413 |
Male
| 39 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,343,200 |
58 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
dbf6547d-a3b0-4013-a660-01611f593191
|
no_churn
| 0.011525 | 0 |
no_churn
| -0.049071 | -0.003753 | 0.011006 | -0.006445 | 0.020707 | -0.167949 | -0.034846 | -0.038675 |
Male
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
9 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
2eeb79f1-f979-4c22-9f61-521f8d70619d
|
no_churn
| 0.046027 | 0 |
no_churn
| -0.011824 | 0.04471 | 0.012696 | -0.055373 | 0.005347 | -0.198569 | -0.023771 | -0.022242 |
Male
| 80 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1de41388-b22e-4e95-ae13-c54d40b2eaa8
|
churn
| 0.302851 | 1 |
churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Female
| 68 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,343,200 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
514360c4-8d7a-4d23-9bdd-d128732bd0e1
|
no_churn
| 0.036226 | 0 |
no_churn
| -0.065417 | -0.005162 | -0.025089 | -0.028537 | -0.029959 | -0.071002 | -0.020804 | -0.023057 |
Female
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
52e2fa15-679a-44b1-a942-f1c1fb9fa563
|
no_churn
| 0.552754 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 64 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,343,200 |
12 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
dfc4b425-2f94-4a58-bffe-edabaac9b083
|
no_churn
| 0.400728 | 0 |
no_churn
| -0.07559 | -0.001942 | -0.058587 | -0.037416 | 0.001403 | 0.080407 | 0.029289 | 0.05541 |
Female
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
45 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
9bbf0c31-ce6b-4487-b70f-e09f4434635c
|
no_churn
| 0.313282 | 0 |
no_churn
| -0.211794 | -0.00285 | -0.002738 | -0.161126 | 0.046349 | -0.002476 | 0.060973 | 0.044636 |
Male
| 42 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,343,200 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5a233c4-68f9-46bc-92a2-2f44d52ffae4
|
no_churn
| 0.491707 | 0 |
no_churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
45 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8976d031-bb7d-4e37-b08f-fe8b95f68c2e
|
no_churn
| 0.313282 | 0 |
no_churn
| -0.211794 | -0.00285 | -0.002738 | -0.161126 | 0.046349 | -0.002476 | 0.060973 | 0.044636 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
49 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
c6b01011-cc87-45cc-b596-c646008b0a46
|
no_churn
| 0.268695 | 0 |
no_churn
| -0.063759 | -0.01562 | 0.006564 | -0.092833 | -0.039617 | -0.103726 | 0.01286 | 0.047105 |
Female
| 49 |
No
|
No
|
Disabled
|
Rural
|
Bachelor
| 1,671,343,200 |
35 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
a123fabe-cca0-4f5e-8a63-78b5d3b8f13e
|
no_churn
| 0.316177 | 0 |
no_churn
| -0.083779 | 0.061089 | 0.026919 | 0.038419 | -0.00332 | 0.094002 | 0.072809 | 0.064835 |
Female
| 28 |
No
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,671,343,200 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bb8bd1c3-01b3-4432-9c66-5dd538646ef0
|
no_churn
| 0.256408 | 0 |
no_churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Male
| 48 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
153b5255-b852-4960-860a-3ce1629f3bb4
|
churn
| 0.622224 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
705791bc-2c20-484c-aff1-ba549fd99676
|
no_churn
| 0.768388 | 0 |
no_churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Male
| 52 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,343,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
c1d4825f-d825-4c7a-bedf-18793b430044
|
no_churn
| 0.012395 | 0 |
no_churn
| -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
67 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
b4c20298-7596-4961-8d98-801e55d889e1
|
no_churn
| 0.241714 | 0 |
no_churn
| 0.046915 | 0.000554 | 0.095684 | 0.075655 | 0.07646 | -0.019975 | 0.115483 | 0.110199 |
Female
| 47 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,343,200 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d2c6bfc4-561a-4887-9c42-4c307a0e1bfa
|
no_churn
| 0.502741 | 0 |
no_churn
| -0.044227 | -0.002001 | -0.053478 | 0.049999 | 0.038015 | 0.044725 | 0.041093 | 0.014658 |
Female
| 60 |
No
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,671,343,200 |
18 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4a65235e-466c-4474-a41c-1d39908c6ad7
|
no_churn
| 0.046224 | 0 |
no_churn
| -0.074294 | -0.009872 | -0.060266 | -0.020843 | -0.025481 | 0.045386 | -0.052771 | -0.070886 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
66 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
d60e6fab-859d-4ee4-98fd-788961bbaef4
|
no_churn
| 0.014786 | 0 |
no_churn
| -0.010222 | -0.002879 | 0.016093 | -0.126101 | -0.04566 | -0.125583 | 0.03684 | 0.028486 |
Male
| 76 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
7 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
bf757faf-641e-4419-bb17-4ef1815ffb2c
|
no_churn
| 0.010881 | 0 |
no_churn
| 0.058019 | -0.003997 | 0.005185 | -0.011852 | 0.035344 | -0.220588 | -0.027055 | -0.038845 |
Female
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
33 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2d5bec86-72fb-4904-905b-759d54139878
|
churn
| 0.457505 | 1 |
churn
| 0.062688 | -0.001059 | 0.104769 | 0.189686 | 0.129826 | 0.12189 | 0.013166 | 0.024568 |
Female
| 31 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
17 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
3d1d0f51-9237-4830-80cd-21a5649bc2db
|
no_churn
| 0.532836 | 1 |
churn
| 0.04829 | -0.005236 | -0.06017 | 0.100463 | 0.116034 | 0.102667 | 0.088134 | 0.090237 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
43 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
12e83cbc-bd92-4e68-857a-7e388ce1f4dd
|
churn
| 0.645525 | 1 |
churn
| -0.002031 | -0.00403 | 0.101557 | 0.122464 | 0.081307 | 0.086453 | 0.033419 | 0.083694 |
Male
| 77 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,671,343,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
282d5816-9f1d-47e9-a87b-a350099c5b9e
|
churn
| 0.848811 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
41 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c92a1047-4adf-4756-bb7f-b72dd4625d11
|
no_churn
| 0.049689 | 0 |
no_churn
| -0.037379 | -0.004548 | -0.018324 | -0.046288 | -0.017796 | -0.070552 | -0.020705 | -0.053434 |
Male
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
9 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b83e0811-bac0-4b27-b639-9befe0126afa
|
no_churn
| 0.032369 | 0 |
no_churn
| 0.006747 | -0.008545 | -0.018404 | -0.000257 | -0.021369 | -0.142364 | -0.025507 | -0.042661 |
Female
| 48 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,671,343,200 |
67 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
04fffa5c-6b9c-4e03-9586-2c08359abf40
|
no_churn
| 0.095949 | 0 |
no_churn
| -0.12902 | -0.008143 | 0.024171 | 0.011568 | 0.043339 | 0.056006 | 0.040541 | 0.072514 |
Male
| 74 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,343,200 |
14 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
0734b391-5822-4d6e-9463-35752702cfb6
|
churn
| 0.522925 | 1 |
churn
| 0.006569 | -0.003572 | -0.072579 | 0.008631 | 0.102851 | 0.09724 | -0.003552 | 0.09579 |
Male
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1457c462-21f5-4b8b-85ee-974466792415
|
churn
| 0.845967 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 55 |
No
|
Yes
|
Employed
|
Rural
|
Doctor
| 1,671,343,200 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
72252235-4c45-4d45-8d99-04afbbab3d85
|
no_churn
| 0.044146 | 0 |
no_churn
| -0.050998 | -0.006795 | 0.013836 | -0.004209 | 0.017658 | -0.177653 | -0.028123 | -0.032741 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
9 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
77a67da8-8246-4136-8531-3ff6e94bae21
|
no_churn
| 0.046027 | 0 |
no_churn
| -0.011824 | 0.04471 | 0.012696 | -0.055373 | 0.005347 | -0.198569 | -0.023771 | -0.022242 |
Male
| 77 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
56126d75-f232-4fbe-b4a6-3fb2fd8892fb
|
no_churn
| 0.153178 | 0 |
no_churn
| -0.077381 | -0.002745 | 0.021868 | 0.042696 | 0.001227 | -0.174105 | -0.027793 | -0.01946 |
Male
| 31 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
66cc876f-ccb6-4fc7-ad85-52efb24dcd4a
|
churn
| 0.530062 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
24 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
22e78b64-588f-4193-898e-b6f489b8d856
|
no_churn
| 0.598283 | 0 |
no_churn
| -0.163295 | -0.007112 | -0.1358 | -0.01381 | 0.028851 | 0.043013 | -0.01566 | 0.034787 |
Female
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
7 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
89a85ca2-7724-40be-91bf-b7cc193076ce
|
no_churn
| 0.121818 | 0 |
no_churn
| 0.055046 | -0.014258 | 0.023948 | -0.029597 | -0.003085 | 0.062243 | -0.044803 | -0.037441 |
Female
| 57 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
68 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
dccf851b-c612-45a2-9009-ad64856adf56
|
no_churn
| 0.026529 | 0 |
no_churn
| -0.122756 | -0.01042 | -0.019366 | -0.00231 | 0.019316 | -0.17554 | 0.027306 | 0.044743 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
25 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
82f2da49-784f-40f3-8702-f1d2c1071932
|
no_churn
| 0.089175 | 0 |
no_churn
| -0.047271 | -0.003136 | -0.015826 | -0.039101 | 0.011133 | -0.073901 | -0.035925 | -0.065 |
Female
| 50 |
No
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,671,343,200 |
67 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
42a1f16a-0c24-4135-97b9-b196ff803cec
|
no_churn
| 0.095949 | 0 |
no_churn
| -0.12902 | -0.008143 | 0.024171 | 0.011568 | 0.043339 | 0.056006 | 0.040541 | 0.072514 |
Male
| 22 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,343,200 |
69 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b1f7b35e-e6cb-4db0-8b1c-3e500c27be74
|
no_churn
| 0.013482 | 0 |
no_churn
| -0.050452 | -0.002598 | -0.007623 | 0.000876 | -0.00446 | -0.164414 | -0.018344 | -0.022011 |
Male
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41905b5b-2a94-42d3-8acb-1a2db9ba2a47
|
no_churn
| 0.192774 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 55 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fda17f6c-e781-4d1c-a9ca-80e8f2c98985
|
no_churn
| 0.192774 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 64 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,343,200 |
56 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
2ba03380-97ff-443d-8265-f05550c232dd
|
no_churn
| 0.016668 | 0 |
no_churn
| 0.006358 | -0.000713 | -0.056168 | -0.017149 | 0.08821 | -0.103444 | 0.040025 | 0.058856 |
Male
| 28 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
0176a5be-dcfc-4176-abc3-bcd7faa71476
|
no_churn
| 0.346745 | 0 |
no_churn
| -0.023994 | -0.005206 | -0.035798 | 0.001284 | 0.082543 | 0.080542 | 0.036894 | 0.052376 |
Male
| 55 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
67 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8aef8941-706c-41f3-b447-43e12f14bf1d
|
no_churn
| 0.007659 | 0 |
no_churn
| -0.057532 | -0.003515 | 0.002799 | -0.031321 | -0.000221 | -0.120897 | -0.024906 | -0.033435 |
Female
| 30 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
09a6b60a-085b-4b0f-ac3d-5e31067ef0e6
|
churn
| 0.336775 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
41 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
f9d33125-a913-4051-a817-05787230c2a0
|
churn
| 0.215179 | 1 |
churn
| -0.068538 | -0.006035 | 0.012025 | -0.060655 | -0.008946 | 0.089406 | 0.032468 | 0.068535 |
Male
| 58 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,343,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
be8a3e43-b6cc-41bd-b131-725a73464a19
|
churn
| 0.530062 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 39 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,343,200 |
14 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
369641b1-d58a-4a70-86ce-12c79fbbd3ad
|
churn
| 0.481595 | 1 |
churn
| 0.017971 | -0.005003 | 0.013938 | 0.139712 | 0.007479 | -0.025949 | 0.052887 | 0.088939 |
Male
| 70 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
15 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
2d444cfa-f9d2-42ff-9288-c6e868738e36
|
no_churn
| 0.064902 | 0 |
no_churn
| -0.034239 | -0.005785 | -0.04817 | -0.036779 | -0.02863 | -0.065818 | -0.020151 | -0.029455 |
Male
| 40 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,343,200 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b38cf6e5-9e8a-4d32-9b1b-a634aea0aa49
|
churn
| 0.182552 | 1 |
churn
| -0.126871 | -0.010185 | -0.043543 | -0.094836 | 0.020128 | 0.033463 | -0.017915 | -0.025936 |
Male
| 27 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
04f547bb-8359-4208-aea4-f99f7c7cd3b2
|
no_churn
| 0.464025 | 0 |
no_churn
| -0.092249 | -0.006495 | -0.068431 | -0.066848 | 0.056795 | 0.07619 | 0.001381 | 0.07892 |
Female
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
51 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
821c26e8-4ee6-4a07-b07d-df66b8e60c13
|
no_churn
| 0.247153 | 0 |
no_churn
| -0.124491 | -0.00005 | 0.080885 | 0.022565 | 0.055074 | 0.130924 | 0.069141 | 0.096927 |
Male
| 55 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed6d9e68-96d9-425c-a40e-cfd9b846ff17
|
churn
| 0.194969 | 1 |
churn
| 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 |
Male
| 57 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
58 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
9e787012-f2c8-46db-bf21-16497dd920e9
|
churn
| 0.261042 | 1 |
churn
| -0.068611 | -0.001276 | 0.030639 | 0.03014 | 0.034717 | -0.097869 | -0.049543 | 0.062776 |
Female
| 69 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,343,200 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e1402ba-7d09-4f01-80ab-8290e08731c1
|
no_churn
| 0.256408 | 0 |
no_churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Male
| 34 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,343,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
e3178774-ecb4-4b35-9290-0b02fac1c578
|
no_churn
| 0.049382 | 0 |
no_churn
| -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 |
Female
| 80 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,343,200 |
59 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
4e887262-e2b2-4f39-ac54-63e29fb99510
|
no_churn
| 0.026989 | 0 |
no_churn
| -0.083301 | -0.050411 | -0.013823 | -0.003207 | 0.000756 | -0.064955 | -0.020213 | -0.013872 |
Male
| 51 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
396e6cfd-a393-48df-a93a-5e21d0b0d5f0
|
no_churn
| 0.502741 | 0 |
no_churn
| -0.044227 | -0.002001 | -0.053478 | 0.049999 | 0.038015 | 0.044725 | 0.041093 | 0.014658 |
Female
| 79 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b456a443-69f6-42e5-872e-257e92987526
|
churn
| 0.821653 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 56 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,343,200 |
42 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
41acffd1-27dc-4496-8c5c-3918d0a66cd0
|
churn
| 0.090657 | 1 |
churn
| -0.026076 | -0.006222 | -0.019062 | -0.065806 | -0.022031 | -0.113179 | 0.00943 | 0.053918 |
Male
| 46 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
3 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
878e69a9-f828-403f-b059-ee5eadc576cc
|
churn
| 0.495278 | 1 |
churn
| 0.065264 | -0.010272 | -0.031141 | -0.110485 | -0.147547 | 0.055669 | -0.047543 | -0.038972 |
Female
| 57 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,343,200 |
40 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
eb956545-488a-403a-8fab-274ec6e2e04b
|
churn
| 0.151245 | 0 |
no_churn
| -0.057153 | 0.007614 | -0.044867 | 0.005142 | 0.025605 | -0.12931 | 0.023781 | 0.015163 |
Male
| 34 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
49 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
41b6d118-0838-47d8-b2c3-413107fedabe
|
no_churn
| 0.210896 | 0 |
no_churn
| -0.130761 | -0.00323 | -0.095219 | 0.042494 | -0.053695 | -0.050978 | 0.028261 | 0.044102 |
Female
| 57 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,343,200 |
72 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
c0b1160f-8af1-443d-9c80-c40338ba1a37
|
no_churn
| 0.052261 | 0 |
no_churn
| -0.167525 | -0.001894 | 0.049051 | 0.029952 | 0.050086 | -0.107833 | 0.092444 | 0.076693 |
Male
| 69 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,343,200 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1d5730d7-43fe-48b9-a88c-6c4797b424ae
|
churn
| 0.359539 | 1 |
churn
| -0.014631 | -0.003368 | 0.02426 | 0.153154 | 0.064041 | 0.033094 | -0.010592 | -0.024224 |
Male
| 36 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,343,200 |
52 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f2331547-0300-4268-8f80-66650e0ebf78
|
no_churn
| 0.01506 | 0 |
no_churn
| -0.064691 | -0.003766 | -0.010049 | -0.028015 | -0.032314 | -0.097437 | -0.014116 | -0.018639 |
Female
| 44 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
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