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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
628d761e-dd04-4b51-9410-2344a448ff3f
|
churn
| 0.667696 | 1 |
churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Male
| 39 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94c22572-f2ec-4caf-804e-f7fa192e1c62
|
no_churn
| 0.420328 | 0 |
no_churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Female
| 54 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
33 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
314acb20-971b-485f-8fa0-25296eed768d
|
churn
| 0.331127 | 1 |
churn
| -0.052867 | -0.002618 | -0.091801 | 0.106448 | 0.005765 | 0.031978 | -0.006128 | 0.005103 |
Male
| 45 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1afbf686-940d-47fc-9788-5c4347c7d021
|
churn
| 0.701246 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Male
| 51 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
76609348-4e06-49d8-990a-bc8685305195
|
no_churn
| 0.448797 | 0 |
no_churn
| 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,516,000 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
17de6b36-f162-44c6-b4f0-3d681218bbb4
|
no_churn
| 0.479939 | 0 |
no_churn
| -0.172568 | -0.007962 | -0.067256 | 0.032385 | -0.002002 | 0.049254 | -0.034661 | -0.066216 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,516,000 |
21 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4cc4f4ac-7bd3-401c-bc34-11eac3d92778
|
churn
| 0.348101 | 1 |
churn
| -0.004141 | -0.00256 | -0.007087 | 0.122983 | 0.060045 | 0.096059 | -0.01971 | -0.022515 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41451283-c269-4bff-8390-02f1d95f60ff
|
no_churn
| 0.680655 | 0 |
no_churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
67eae56a-9e04-4cc2-b7f4-5cf8903ec382
|
no_churn
| 0.617793 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
095c4fff-cdc8-40e2-a4d2-402ff3d088a0
|
churn
| 0.800141 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
59 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
57a2dce2-6259-4398-bfbe-01b90cfd43ac
|
no_churn
| 0.246034 | 0 |
no_churn
| -0.234705 | -0.004425 | 0.010455 | 0.005393 | -0.026825 | 0.04493 | -0.04196 | -0.02189 |
Female
| 79 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1d308734-7372-403b-bfe1-927b2e699f39
|
churn
| 0.439124 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 70 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
616128a5-0088-499c-b120-8f9124b99119
|
no_churn
| 0.456734 | 0 |
no_churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Male
| 56 |
Yes
|
No
|
Disabled
|
Urban
|
College
| 1,671,516,000 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
69880ae6-d056-40ba-815c-ccc94e07b7f2
|
churn
| 0.832591 | 1 |
churn
| 0.115631 | -0.003265 | 0.077652 | 0.160745 | 0.04713 | 0.1505 | -0.02603 | 0.003542 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5f404b83-1bea-4104-afbe-cec5dad0c6c4
|
no_churn
| 0.466918 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
61fd3596-b7f6-430d-b21b-e3d8c4ebf368
|
no_churn
| 0.572095 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 50 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f075a53-5f78-47c8-8cb9-b7525cdaef97
|
churn
| 0.455723 | 1 |
churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 22 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,516,000 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b4d6b7b-817b-4134-9502-442477d3f300
|
no_churn
| 0.315258 | 0 |
no_churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 62 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
62 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
038982e8-b51a-4caf-841d-89cf5ed9701c
|
no_churn
| 0.042578 | 0 |
no_churn
| -0.102183 | -0.003117 | -0.001683 | 0.02935 | 0.00244 | -0.060876 | -0.017959 | -0.014999 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f795e0e6-2ae3-4a7e-8f82-fd91c3d06f31
|
no_churn
| 0.561319 | 0 |
no_churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c0e05f3-8cc4-44ad-b3ca-c44542f16efa
|
churn
| 0.542283 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Male
| 35 |
No
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,671,516,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30e34d3d-949f-46ee-a64a-36947489313e
|
no_churn
| 0.438603 | 0 |
no_churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Male
| 69 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41ec85ff-9351-402b-a66a-5d2a0e3c6123
|
churn
| 0.468848 | 1 |
churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Male
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
65 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
fbd06198-0c17-4395-9f36-e35bc04c4e63
|
no_churn
| 0.070792 | 0 |
no_churn
| -0.110695 | -0.001742 | -0.015672 | 0.015154 | -0.061382 | -0.116632 | 0.006817 | 0.025127 |
Female
| 38 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,671,516,000 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e0baba1-9783-4009-8a4c-25a1576b7cde
|
churn
| 0.695094 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,516,000 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
beb8ebd3-06f2-49dd-a34f-b001bd03ba2d
|
no_churn
| 0.005419 | 0 |
no_churn
| -0.098048 | 0.002195 | -0.003539 | -0.013001 | -0.050829 | -0.137602 | 0.011723 | 0.020074 |
Male
| 31 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
54 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
e861f2a2-d4a0-43e8-a56a-6ee6e0db704c
|
no_churn
| 0.024315 | 0 |
no_churn
| -0.059309 | -0.011114 | 0.006604 | -0.00418 | 0.054869 | -0.145577 | 0.000735 | 0.053946 |
Female
| 45 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
ab6061a3-dc9f-4e9c-9938-36a2e1859c1a
|
no_churn
| 0.020585 | 0 |
no_churn
| -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 |
Male
| 51 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,516,000 |
17 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6bb96cdd-d830-4a31-9199-eebd123d5633
|
no_churn
| 0.197814 | 0 |
no_churn
| -0.007411 | -0.006081 | -0.016091 | -0.195347 | 0.014932 | 0.062222 | -0.032699 | -0.038552 |
Female
| 63 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7bb382dd-f990-4d0c-866e-10b1fbb499b4
|
no_churn
| 0.122381 | 0 |
no_churn
| 0.022432 | -0.003252 | 0.001912 | -0.03146 | -0.074836 | 0.066494 | -0.017977 | -0.014836 |
Male
| 73 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
61 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
413b1991-772b-41c8-9996-19eae70a4c12
|
no_churn
| 0.005886 | 0 |
no_churn
| -0.073609 | -0.003527 | 0.003766 | -0.019467 | 0.004953 | -0.141726 | -0.021021 | -0.018395 |
Female
| 53 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e82b43fc-25a8-4f62-bd07-734295dff7f4
|
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 |
54 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
e5152718-4338-4c20-885c-37d5e69222c3
|
no_churn
| 0.250676 | 0 |
no_churn
| -0.222867 | -0.002544 | -0.017304 | -0.031283 | 0.012841 | 0.025487 | -0.013241 | 0.069884 |
Female
| 75 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
9349adcf-58fe-4499-8535-642527ff62d3
|
churn
| 0.009112 | 0 |
no_churn
| -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 |
Female
| 61 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,516,000 |
39 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1270b1f8-5b2f-4a11-a902-2dc2f85daee1
|
churn
| 0.581491 | 1 |
churn
| -0.102859 | -0.004062 | 0.088854 | 0.008176 | -0.02809 | 0.116075 | 0.070265 | 0.04028 |
Male
| 56 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,516,000 |
20 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
a0d38f24-050f-440c-8dda-6b4234710134
|
no_churn
| 0.088381 | 0 |
no_churn
| -0.003987 | -0.004267 | -0.081382 | -0.016141 | 0.013037 | -0.1486 | 0.063505 | 0.068809 |
Male
| 47 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
3f2d4175-072c-4890-8ef2-14f0330539d8
|
no_churn
| 0.015974 | 0 |
no_churn
| -0.099256 | -0.002655 | 0.01554 | 0.041088 | -0.056391 | -0.111002 | -0.022895 | -0.028454 |
Male
| 51 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d8ea2a17-9f1d-41a2-954e-6f6a7453200f
|
no_churn
| 0.006839 | 0 |
no_churn
| -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 |
Male
| 44 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,516,000 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
adae39da-5d11-4304-a39c-387fb21c7577
|
no_churn
| 0.181712 | 0 |
no_churn
| -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 |
Male
| 38 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
23 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
86f9b846-afce-47ac-9a91-ccc9bc510b5e
|
churn
| 0.445321 | 1 |
churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,671,516,000 |
54 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
34bf0b8b-1555-4656-9233-783800313433
|
no_churn
| 0.284753 | 0 |
no_churn
| -0.070662 | -0.002952 | 0.010984 | -0.05188 | -0.04329 | -0.145756 | 0.030294 | 0.034236 |
Female
| 63 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,516,000 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
7153f976-6a44-4b32-bbb5-929c86fb7e21
|
no_churn
| 0.119264 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Male
| 29 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,516,000 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f2f8bb6a-2f8e-4b54-960f-2c13408d6e11
|
no_churn
| 0.069692 | 0 |
no_churn
| -0.033899 | -0.005592 | -0.020208 | -0.051476 | -0.083163 | 0.00149 | -0.016014 | -0.017642 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
26 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d583845d-8f56-4853-9b19-1787417af11b
|
no_churn
| 0.072149 | 0 |
no_churn
| -0.123166 | -0.007269 | -0.044438 | -0.049972 | 0.0128 | 0.03554 | -0.047972 | -0.044549 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,516,000 |
69 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b6170074-8134-4101-aed7-297ec14be805
|
no_churn
| 0.048872 | 0 |
no_churn
| -0.104369 | 0.002686 | -0.004103 | -0.016425 | -0.012984 | -0.099169 | -0.017215 | -0.017447 |
Female
| 52 |
No
|
No
|
Disabled
|
Urban
|
College
| 1,671,516,000 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
937dc6f7-16d7-4a99-a94c-48fa729ab4af
|
no_churn
| 0.051596 | 0 |
no_churn
| 0.039204 | -0.005722 | -0.023647 | -0.065945 | -0.016343 | -0.127023 | -0.032069 | -0.037482 |
Male
| 28 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,516,000 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
18087a8e-fd37-44bc-8a22-0a560210ba29
|
no_churn
| 0.019057 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Male
| 50 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,516,000 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a64e80ed-27e7-48b5-bb5f-c6737d101d7c
|
churn
| 0.832591 | 1 |
churn
| 0.115631 | -0.003265 | 0.077652 | 0.160745 | 0.04713 | 0.1505 | -0.02603 | 0.003542 |
Male
| 28 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,516,000 |
30 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f07c5905-f61d-4fd8-80d6-ee960f74d7e4
|
no_churn
| 0.265149 | 0 |
no_churn
| -0.088578 | 0.005135 | -0.01017 | -0.103577 | -0.097822 | 0.057807 | -0.018023 | 0.006203 |
Male
| 46 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
43 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
5a653dd6-b4b8-4f4e-bdad-7ce976131b83
|
no_churn
| 0.018116 | 0 |
no_churn
| -0.029784 | -0.003055 | -0.017556 | -0.039837 | 0.018903 | -0.128984 | -0.036683 | -0.032029 |
Female
| 43 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
298c6344-ec55-406d-a660-63edb5fbe368
|
no_churn
| 0.020585 | 0 |
no_churn
| -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 |
Female
| 40 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,671,516,000 |
27 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
9a6fa389-3795-4f10-a160-c56642bc1d12
|
no_churn
| 0.017381 | 0 |
no_churn
| -0.056681 | -0.007206 | -0.01678 | -0.030889 | 0.008514 | -0.081852 | -0.04294 | -0.041192 |
Male
| 69 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,516,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c58c1b6f-feed-4047-b1b9-bb6f305ffce3
|
no_churn
| 0.005038 | 0 |
no_churn
| -0.124393 | -0.003124 | 0.003071 | 0.033903 | -0.022606 | -0.131677 | -0.010369 | -0.01383 |
Male
| 29 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1deba17c-a696-41a3-a0c4-5fa41a33dc40
|
churn
| 0.800141 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 62 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
7 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
99715427-3305-43ad-9b38-c7ed8f6d484d
|
no_churn
| 0.804716 | 1 |
churn
| 0.151464 | 0.00007 | 0.026852 | 0.002329 | 0.101153 | 0.160402 | 0.147205 | 0.141499 |
Male
| 67 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,516,000 |
33 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e9f9905e-cc30-4675-9901-993d2d0a19e5
|
churn
| 0.007876 | 1 |
churn
| 0.0309 | -0.002474 | 0.031694 | -0.068041 | 0.043763 | -0.093146 | -0.034367 | -0.027356 |
Male
| 21 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,671,516,000 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4ee4c201-362a-4a34-8685-afc1bcb6a6c8
|
no_churn
| 0.385193 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 36 |
No
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,671,516,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
842eecad-7670-4553-8fc4-026515a8a2a6
|
churn
| 0.876786 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 31 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,516,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d6c0c094-bc5e-44e7-b402-274466e3e78d
|
churn
| 0.876786 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 73 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
33 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c9c6b50-f5cc-4cfb-911c-8f19430007d5
|
churn
| 0.331127 | 1 |
churn
| -0.052867 | -0.002618 | -0.091801 | 0.106448 | 0.005765 | 0.031978 | -0.006128 | 0.005103 |
Female
| 35 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,516,000 |
43 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7c732b42-9c2d-4bff-962a-91df1bfa0ce1
|
no_churn
| 0.165313 | 0 |
no_churn
| -0.130877 | 0.009618 | -0.012248 | -0.06683 | -0.015043 | 0.036637 | -0.036894 | -0.043389 |
Male
| 23 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf317343-55c6-4fcb-a381-0b3eaacf77bb
|
churn
| 0.695094 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 73 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
7c22d0f5-4b14-47b0-9097-1b113248bc69
|
no_churn
| 0.119264 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Female
| 36 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,516,000 |
69 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9e48483d-6e4d-4089-870a-ad05b11766b4
|
no_churn
| 0.006109 | 0 |
no_churn
| -0.048035 | -0.002887 | -0.009995 | -0.0218 | 0.002063 | -0.13404 | -0.024659 | -0.029674 |
Male
| 40 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,516,000 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4d302adf-bcce-4621-9e27-a6725fb51604
|
no_churn
| 0.339249 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 24 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
9 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
739d8f2f-1332-4c35-a854-65e797c23b76
|
churn
| 0.387407 | 1 |
churn
| 0.217119 | 0.098488 | 0.040658 | 0.02866 | 0.043821 | 0.122286 | -0.007573 | -0.00939 |
Male
| 30 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
59 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd7422e3-bcc4-41a9-964f-b93642ccffa9
|
no_churn
| 0.246034 | 0 |
no_churn
| -0.234705 | -0.004425 | 0.010455 | 0.005393 | -0.026825 | 0.04493 | -0.04196 | -0.02189 |
Female
| 61 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,516,000 |
58 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
869817fc-e451-465f-8da2-7d0ff50e1aa2
|
churn
| 0.421051 | 1 |
churn
| -0.156963 | -0.025505 | -0.023751 | -0.005081 | -0.106946 | 0.056034 | 0.029284 | 0.033902 |
Male
| 32 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,516,000 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6a6b0da6-2982-47d1-9f71-d8bd519a0479
|
churn
| 0.817293 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 30 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,516,000 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
ea86ba2b-6969-48e8-b609-0a82ca151a7e
|
no_churn
| 0.002643 | 0 |
no_churn
| -0.11389 | -0.002714 | 0.001059 | -0.049495 | 0.033472 | -0.221916 | 0.041581 | 0.050876 |
Male
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4cb00299-5f15-4db5-95c4-e0f4277ee466
|
churn
| 0.455723 | 1 |
churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
0ffbcbc3-4f31-4fc3-b7df-eb35be3a94ff
|
no_churn
| 0.014734 | 0 |
no_churn
| -0.030137 | -0.004085 | -0.006415 | -0.045084 | 0.014131 | -0.112707 | -0.036795 | -0.047934 |
Female
| 76 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,516,000 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
18f4cb07-8ddc-4750-ac36-e89c93d2cb2c
|
no_churn
| 0.456734 | 0 |
no_churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Male
| 70 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,516,000 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e320d1a-191d-43e3-9927-a4ce77a9f4b0
|
churn
| 0.667696 | 1 |
churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,516,000 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
5d3da6f0-1a96-450b-9803-812c81fceb13
|
churn
| 0.218352 | 0 |
no_churn
| -0.122395 | -0.002031 | 0.025509 | 0.01525 | 0.009495 | -0.129137 | 0.000865 | 0.033416 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
69 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
17dc04d6-ab1e-4fc4-b4de-1c1c06ce16dd
|
no_churn
| 0.033331 | 0 |
no_churn
| -0.059641 | -0.00271 | 0.000659 | -0.034681 | 0.002951 | -0.093418 | -0.034701 | -0.044153 |
Male
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
43 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a70f6807-1fd7-4b07-a310-0228785320f0
|
no_churn
| 0.165313 | 0 |
no_churn
| -0.130877 | 0.009618 | -0.012248 | -0.06683 | -0.015043 | 0.036637 | -0.036894 | -0.043389 |
Male
| 73 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
55 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
888d8dc9-e752-4df1-9e24-9b8fd017018b
|
no_churn
| 0.025967 | 0 |
no_churn
| -0.050129 | -0.002585 | 0.009038 | -0.019449 | -0.044172 | -0.223326 | 0.036684 | 0.024912 |
Male
| 33 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,671,516,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
00844562-631a-4878-be80-ecce3e7dc4cb
|
churn
| 0.800141 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 47 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,516,000 |
27 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
74c0220f-a548-4764-9bc4-208be2b87171
|
no_churn
| 0.017381 | 0 |
no_churn
| -0.056681 | -0.007206 | -0.01678 | -0.030889 | 0.008514 | -0.081852 | -0.04294 | -0.041192 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
0575292c-e19c-44f7-ab14-2037e6cf8086
|
no_churn
| 0.00465 | 0 |
no_churn
| -0.072373 | -0.003802 | -0.00555 | -0.026751 | -0.026511 | -0.108295 | -0.011516 | -0.014228 |
Female
| 53 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
33 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
1edac8f9-fac4-4af8-bfd3-8d37451f9fb8
|
no_churn
| 0.538539 | 1 |
churn
| -0.081087 | -0.003478 | 0.043056 | 0.053833 | 0.112534 | 0.104435 | 0.083707 | 0.097628 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
32 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
74a9131f-657b-418a-90f8-862509f5df7f
|
no_churn
| 0.515046 | 0 |
no_churn
| 0.048889 | -0.002944 | 0.076543 | 0.000446 | 0.173122 | 0.081583 | 0.149365 | 0.11985 |
Male
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
70 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
28051db2-2919-4dc1-b0e4-6222aea1e86a
|
no_churn
| 0.011492 | 0 |
no_churn
| -0.098382 | 0.008433 | -0.001342 | -0.012579 | 0.001466 | -0.130033 | -0.015259 | -0.021329 |
Male
| 37 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,516,000 |
7 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
5d849382-ab7c-4450-a331-b92d7cfb4350
|
no_churn
| 0.190714 | 0 |
no_churn
| -0.042903 | 0.007108 | -0.039919 | -0.007264 | 0.026214 | 0.101162 | -0.023242 | 0.063365 |
Female
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
54 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
62205a60-1265-46b8-af5d-668f183219ea
|
no_churn
| 0.284753 | 0 |
no_churn
| -0.070662 | -0.002952 | 0.010984 | -0.05188 | -0.04329 | -0.145756 | 0.030294 | 0.034236 |
Male
| 55 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,516,000 |
51 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
5bd4b26d-568d-4403-bc30-f2ea995513f5
|
no_churn
| 0.100544 | 0 |
no_churn
| -0.024323 | -0.006579 | 0.003972 | -0.036736 | 0.065068 | -0.198816 | 0.087865 | 0.067355 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,516,000 |
56 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f05836a6-4f5d-46e6-b398-c63f41f56df0
|
no_churn
| 0.03388 | 0 |
no_churn
| -0.064137 | -0.003635 | -0.011669 | 0.014104 | -0.06242 | -0.08492 | -0.032781 | -0.023568 |
Female
| 26 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,516,000 |
33 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
94d144d7-a4b0-4464-ae78-bd005707c388
|
churn
| 0.007876 | 1 |
churn
| 0.0309 | -0.002474 | 0.031694 | -0.068041 | 0.043763 | -0.093146 | -0.034367 | -0.027356 |
Female
| 44 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,516,000 |
56 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
cf5dd488-7be8-4cc1-b482-0ca4b93cbb50
|
no_churn
| 0.03388 | 0 |
no_churn
| -0.064137 | -0.003635 | -0.011669 | 0.014104 | -0.06242 | -0.08492 | -0.032781 | -0.023568 |
Male
| 52 |
Yes
|
Yes
|
Retired
|
Rural
|
High School or Below
| 1,671,516,000 |
9 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d653f481-34a9-46fa-801d-095b4ed3f7a5
|
churn
| 0.387407 | 1 |
churn
| 0.217119 | 0.098488 | 0.040658 | 0.02866 | 0.043821 | 0.122286 | -0.007573 | -0.00939 |
Female
| 34 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,516,000 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf8b73e7-a967-443f-b0b0-7e92ab2f0843
|
no_churn
| 0.366319 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 79 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,516,000 |
43 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
27d1d3e2-b530-47f2-afc1-426207d5dc30
|
no_churn
| 0.165313 | 0 |
no_churn
| -0.130877 | 0.009618 | -0.012248 | -0.06683 | -0.015043 | 0.036637 | -0.036894 | -0.043389 |
Male
| 65 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,516,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4f820700-81a8-4139-9249-ecd3b934b900
|
churn
| 0.876786 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 43 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,516,000 |
51 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
17610590-b24f-42f8-a82a-0a279d0d001b
|
no_churn
| 0.183459 | 0 |
no_churn
| 0.035092 | -0.004781 | 0.066227 | 0.049048 | 0.103686 | -0.084932 | 0.129512 | 0.077122 |
Male
| 48 |
No
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,671,516,000 |
27 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
5b5fcb2c-52b2-46c6-8b21-52c218ed61cd
|
no_churn
| 0.037769 | 0 |
no_churn
| -0.054386 | -0.004594 | -0.023988 | -0.031702 | 0.010497 | -0.081132 | -0.042175 | -0.041547 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,516,000 |
0 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f00f1ae6-7ded-46f6-956b-15c9cb8bb4ee
|
no_churn
| 0.019052 | 0 |
no_churn
| 0.084653 | -0.004512 | 0.01421 | -0.066571 | 0.007408 | -0.208487 | -0.034496 | -0.033849 |
Female
| 49 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,516,000 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
7766221d-2b3f-456c-b214-101fcac0c60d
|
no_churn
| 0.173724 | 0 |
no_churn
| -0.041973 | -0.002872 | -0.02293 | -0.013535 | -0.020412 | 0.087732 | 0.071178 | 0.016786 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,516,000 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd7f1eed-df68-45ce-805a-7fa0bc9f0842
|
no_churn
| 0.372101 | 0 |
no_churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,516,000 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b56a5c2e-b2c8-4b81-a806-20106faf88b8
|
no_churn
| 0.049314 | 0 |
no_churn
| 0.043621 | -0.005131 | -0.019301 | -0.062923 | -0.004449 | -0.141484 | -0.034963 | -0.033731 |
Female
| 38 |
No
|
No
|
Retired
|
Suburban
|
Master
| 1,671,516,000 |
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