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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1f3660c1-9c8f-44a7-b68a-fb325bc0f6ac
|
churn
| 0.27143 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 76 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
25 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
0ce82764-9e2b-4227-8489-677776ccfcc5
|
no_churn
| 0.027173 | 0 |
no_churn
| -0.044478 | -0.005771 | -0.036882 | -0.03256 | -0.034148 | -0.067233 | -0.021192 | -0.026762 |
Female
| 23 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
234038cc-43e5-46bd-ae4b-c33a8cd03ac1
|
churn
| 0.62984 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Male
| 35 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
10 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b4ee9ee-d66c-48c6-a831-5f1903d22e53
|
no_churn
| 0.13003 | 0 |
no_churn
| -0.061116 | 0.005716 | -0.003562 | -0.067502 | -0.093875 | 0.051357 | -0.046161 | -0.053882 |
Female
| 54 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,775,200 |
3 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f979324c-7be0-4f97-b9f8-5eb0119044c9
|
no_churn
| 0.374297 | 0 |
no_churn
| 0.080356 | -0.004457 | -0.051125 | 0.029218 | 0.104608 | 0.093556 | 0.111835 | 0.110315 |
Female
| 59 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,671,775,200 |
1 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f88b745-8638-476b-b33b-8f9c25628cb9
|
no_churn
| 0.488396 | 0 |
no_churn
| 0.1247 | 0.006033 | -0.012867 | -0.221582 | -0.064765 | 0.090704 | -0.05876 | -0.061347 |
Male
| 42 |
No
|
No
|
Disabled
|
Urban
|
College
| 1,671,775,200 |
68 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d0b88c91-61d0-45dd-ba5a-e1deeef15767
|
no_churn
| 0.060683 | 0 |
no_churn
| -0.057459 | -0.002689 | 0.000126 | -0.047964 | 0.004378 | -0.071268 | -0.038937 | -0.051881 |
Male
| 20 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,775,200 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
64c26ab6-c9f0-4b96-8f5e-e96f05efc5ac
|
no_churn
| 0.586049 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Female
| 68 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,775,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
92d57bcc-7679-46bd-b984-9dc9e4e4f92c
|
no_churn
| 0.105595 | 0 |
no_churn
| -0.152994 | -0.003182 | 0.060962 | 0.059378 | 0.035345 | 0.054726 | -0.001357 | -0.010218 |
Female
| 72 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d8d820fe-51c2-4c72-85bc-2aecab7e9a55
|
churn
| 0.661534 | 1 |
churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Male
| 55 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,671,775,200 |
63 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
b2ff2d57-a412-4c40-9bed-c1d3cf1e6034
|
no_churn
| 0.016458 | 0 |
no_churn
| -0.09745 | -0.002599 | 0.010104 | 0.040262 | -0.046678 | -0.135592 | -0.009407 | -0.007665 |
Female
| 46 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e3517e8-d15e-4001-84e6-fdd624c7f3be
|
no_churn
| 0.466503 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 70 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
4 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
956894b0-0955-4c47-9158-f6d97e73cbec
|
churn
| 0.80293 | 1 |
churn
| 0.180423 | -0.002166 | 0.118832 | -0.026453 | 0.109393 | 0.150106 | 0.085897 | 0.095775 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4d0f0c09-36b1-4ce1-bff1-47718d66cd0c
|
no_churn
| 0.422131 | 0 |
no_churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Female
| 41 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,775,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
dcd213fa-49ec-4f57-b2b5-81421413e944
|
no_churn
| 0.456969 | 0 |
no_churn
| -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
cd868cce-919f-4394-8bb6-39d99bab593c
|
no_churn
| 0.002621 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Female
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
63 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
1edf14d9-aacc-4bcd-8743-580200c4c257
|
no_churn
| 0.100929 | 0 |
no_churn
| -0.214029 | -0.005287 | -0.044973 | -0.041551 | 0.05268 | 0.034501 | -0.023331 | 0.062965 |
Male
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
39 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
71a4f516-d46d-4eaa-8932-376378c72104
|
churn
| 0.175804 | 1 |
churn
| 0.059483 | 0.190933 | 0.084324 | 0.026086 | 0.048267 | 0.130707 | 0.010382 | 0.020792 |
Male
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b72411c-3ead-4877-ae98-7e13350e04ed
|
no_churn
| 0.387835 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 34 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef34ebcb-9557-42b5-bc73-a2b495e6d252
|
no_churn
| 0.603475 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 52 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,775,200 |
23 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a6d614bc-6eff-4445-8f91-77620c3686f5
|
no_churn
| 0.25134 | 0 |
no_churn
| -0.189144 | -0.009724 | -0.116661 | 0.043 | -0.004063 | 0.047558 | -0.026026 | -0.013966 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
47 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e92bfe10-0b59-4f71-8798-3eaa320169cf
|
no_churn
| 0.137437 | 0 |
no_churn
| -0.046141 | -0.004098 | -0.064355 | -0.065505 | 0.041294 | 0.053906 | -0.037401 | -0.056012 |
Female
| 72 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63acb741-c95f-455e-bdc0-4bfe9b87b8b6
|
churn
| 0.384257 | 1 |
churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Female
| 55 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,671,775,200 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f572c05d-ef6b-44ab-a884-78019afe1205
|
churn
| 0.61417 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Female
| 57 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
36 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a15725f8-635e-4c2e-a20c-cca3938c9c0a
|
no_churn
| 0.066211 | 0 |
no_churn
| -0.052766 | -0.003984 | -0.012348 | -0.034683 | -0.034054 | -0.055959 | -0.028339 | -0.046894 |
Female
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
cc31d9b4-e5c9-49a1-a0c0-e375b61c2dd3
|
churn
| 0.699115 | 1 |
churn
| 0.046114 | -0.002174 | -0.065348 | -0.066288 | 0.086934 | 0.090657 | 0.030911 | 0.037836 |
Male
| 42 |
Yes
|
Yes
|
Retired
|
Urban
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
0a224abc-222f-4571-ad86-a38bf3aed015
|
no_churn
| 0.420306 | 0 |
no_churn
| 0.039286 | -0.016937 | -0.0878 | -0.120189 | -0.032741 | 0.054326 | -0.058014 | 0.023043 |
Male
| 79 |
No
|
Yes
|
Retired
|
Rural
|
Master
| 1,671,775,200 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c3381380-f29e-4460-a4b1-46d0f31a7b05
|
churn
| 0.411662 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c92a9cf-ec42-4024-9add-dbd30c3fb076
|
no_churn
| 0.068642 | 0 |
no_churn
| -0.035437 | -0.014003 | 0.00183 | -0.141581 | 0.008136 | 0.056262 | -0.063515 | -0.070719 |
Female
| 40 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
aefcfea6-0f1b-4273-8238-39331ce8275d
|
no_churn
| 0.456969 | 0 |
no_churn
| -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 |
Female
| 63 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,775,200 |
39 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1dc53f04-1f15-4c4d-b08e-7980f4bc4206
|
churn
| 0.175804 | 1 |
churn
| 0.059483 | 0.190933 | 0.084324 | 0.026086 | 0.048267 | 0.130707 | 0.010382 | 0.020792 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
39 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
d8517451-f5b7-4741-a621-188f9b69ed91
|
churn
| 0.342266 | 1 |
churn
| 0.008365 | -0.000384 | 0.011918 | 0.064156 | 0.001845 | -0.043756 | 0.021003 | 0.047827 |
Female
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
18 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ae179b9e-c0c4-4b38-8879-51b9b043d913
|
churn
| 0.495268 | 1 |
churn
| -0.144107 | -0.006956 | 0.020893 | 0.056638 | -0.141014 | 0.041333 | -0.043672 | -0.042141 |
Male
| 67 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,775,200 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3b3cea92-99ea-4258-844f-9f92c062ef17
|
no_churn
| 0.546397 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
96db4d87-5949-402a-ad9c-158156c8b066
|
no_churn
| 0.540717 | 0 |
no_churn
| -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 |
Female
| 75 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
11 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8d166bd-dcee-4081-8995-1390dbaa37ca
|
churn
| 0.141238 | 1 |
churn
| 0.017865 | -0.007259 | -0.118955 | -0.142226 | 0.027698 | 0.059348 | -0.04688 | -0.058617 |
Male
| 44 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,775,200 |
44 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
7430164e-0413-47e5-be2d-85853af430a4
|
no_churn
| 0.006936 | 0 |
no_churn
| -0.070697 | -0.003947 | -0.019366 | -0.024083 | 0.012995 | -0.096847 | -0.023388 | -0.043695 |
Female
| 42 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
5b202702-02c8-428e-9709-fcc3604346ac
|
no_churn
| 0.30596 | 0 |
no_churn
| -0.288451 | -0.003907 | 0.014791 | -0.013934 | -0.000102 | -0.006904 | 0.0224 | 0.029583 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
23 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
ed4e019e-448a-4dcc-962d-2ceefc8d69bf
|
no_churn
| 0.012935 | 0 |
no_churn
| -0.06045 | -0.004021 | -0.016169 | -0.033884 | 0.012815 | -0.094188 | -0.029364 | -0.043766 |
Male
| 69 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
8 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
9d2275be-9122-4eb2-93a2-c027ccfca5dc
|
no_churn
| 0.013475 | 0 |
no_churn
| 0.018492 | -0.005406 | -0.009643 | -0.030451 | 0.017852 | -0.188041 | -0.032872 | -0.038958 |
Female
| 56 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,775,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b5758278-52ba-4645-af81-9147cf59451d
|
no_churn
| 0.456969 | 0 |
no_churn
| -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 |
Male
| 48 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f4bfc193-53eb-4eb6-9a4f-c7cdb2939b4e
|
no_churn
| 0.603173 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 28 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,671,775,200 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
263069e5-8d0d-4bb0-8f8c-3f6bed92839d
|
no_churn
| 0.08584 | 0 |
no_churn
| -0.020187 | -0.001018 | 0.065536 | 0.070268 | 0.014315 | -0.131837 | 0.110121 | 0.063776 |
Male
| 43 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,775,200 |
70 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
3152b1dc-9dd9-4966-99e3-26579035bfed
|
no_churn
| 0.235855 | 0 |
no_churn
| -0.173164 | 0.000899 | -0.010389 | -0.01609 | 0.045478 | 0.088185 | 0.054581 | 0.106807 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
26 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
b2ed6d97-d763-4608-8abd-d8c9f7e9c908
|
no_churn
| 0.217745 | 0 |
no_churn
| -0.182478 | -0.002753 | -0.049823 | -0.056093 | 0.034715 | 0.039883 | -0.066874 | 0.064399 |
Male
| 74 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
66 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7f5d24f4-33a4-441f-8fd6-8dc895b545be
|
no_churn
| 0.012869 | 0 |
no_churn
| 0.000725 | -0.002504 | -0.000748 | -0.07992 | -0.016863 | -0.133376 | -0.01652 | -0.014821 |
Male
| 42 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,775,200 |
4 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4ef87b4e-a4e1-4325-af82-dc3f62d46d00
|
churn
| 0.80293 | 1 |
churn
| 0.180423 | -0.002166 | 0.118832 | -0.026453 | 0.109393 | 0.150106 | 0.085897 | 0.095775 |
Female
| 64 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
8eba86c4-1a0a-45dd-bf8d-95bf368c611a
|
no_churn
| 0.007129 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Female
| 52 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,775,200 |
27 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
a17660e1-02c6-4f27-955a-9b3b1cc8210c
|
no_churn
| 0.229861 | 0 |
no_churn
| -0.00834 | -0.000876 | -0.027888 | 0.006324 | 0.075025 | -0.149118 | 0.039298 | 0.083882 |
Female
| 58 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,775,200 |
71 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
618a1459-efd1-4cdc-ba4a-c140e26497e2
|
no_churn
| 0.025381 | 0 |
no_churn
| -0.069201 | -0.002838 | -0.002952 | 0.000619 | -0.0002 | -0.161198 | -0.016775 | -0.01648 |
Male
| 27 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,775,200 |
45 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c651eafb-9aff-4835-b740-3d87cd37cff5
|
no_churn
| 0.166754 | 0 |
no_churn
| -0.19975 | -0.005125 | -0.018436 | -0.013462 | 0.018278 | 0.057984 | -0.00422 | 0.065706 |
Male
| 25 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
63 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
afd64704-9ea3-4f6d-a02a-2d1e164dc886
|
no_churn
| 0.016458 | 0 |
no_churn
| -0.09745 | -0.002599 | 0.010104 | 0.040262 | -0.046678 | -0.135592 | -0.009407 | -0.007665 |
Male
| 45 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,671,775,200 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6b29d140-9c95-4bb2-b2f2-cf4f107ece22
|
churn
| 0.723946 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 29 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
47 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
37d82ec6-e314-48e8-9129-87a980c03f39
|
no_churn
| 0.007092 | 0 |
no_churn
| -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 |
Female
| 74 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,775,200 |
55 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
a10851f7-4fcd-43a0-ab87-4d5138fad921
|
no_churn
| 0.015105 | 0 |
no_churn
| -0.051328 | -0.003152 | -0.012838 | -0.05756 | -0.018465 | -0.083116 | -0.014211 | -0.016689 |
Female
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
23 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
0da84b31-0e7c-479d-b9c5-0f519c7163e6
|
no_churn
| 0.02202 | 0 |
no_churn
| -0.039407 | -0.005814 | 0.016089 | -0.039903 | 0.008114 | -0.128615 | -0.039157 | -0.040332 |
Male
| 48 |
No
|
Yes
|
Unemployed
|
Urban
|
Doctor
| 1,671,775,200 |
72 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
bbb983ec-ac36-4709-8544-c81449148143
|
no_churn
| 0.004151 | 0 |
no_churn
| -0.032539 | -0.002737 | -0.003323 | -0.00777 | -0.002053 | -0.199057 | -0.010252 | -0.011294 |
Female
| 61 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
aeb584b3-3948-4838-a5a8-a5793cb98189
|
no_churn
| 0.014181 | 0 |
no_churn
| -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 |
Female
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d35b2dfc-e1aa-49cc-a0d2-9342e6ecd23a
|
churn
| 0.699115 | 1 |
churn
| 0.046114 | -0.002174 | -0.065348 | -0.066288 | 0.086934 | 0.090657 | 0.030911 | 0.037836 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
6fee8e9a-08c1-407e-b68f-e2ce86c51e7e
|
no_churn
| 0.082265 | 0 |
no_churn
| -0.076678 | -0.002912 | 0.005613 | -0.027454 | -0.056067 | -0.1743 | 0.032426 | 0.030345 |
Male
| 34 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3f3b9ec-fe02-4faf-8bbc-a429dd4b414d
|
churn
| 0.366939 | 1 |
churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
52 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
59946a70-5e63-4332-8af8-35ddab4d6f94
|
no_churn
| 0.073798 | 0 |
no_churn
| -0.076835 | -0.007645 | -0.016275 | -0.028701 | -0.024302 | -0.064996 | -0.021653 | -0.028618 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
28 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97f58a1b-b070-4360-9f32-909d28f52c9e
|
no_churn
| 0.441982 | 0 |
no_churn
| -0.079189 | -0.005869 | -0.032693 | 0.106386 | 0.016852 | 0.077926 | -0.013452 | -0.0132 |
Male
| 53 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
47 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
5963dc92-70d9-4204-990c-ca4b0f8ed56a
|
no_churn
| 0.007092 | 0 |
no_churn
| -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 |
Male
| 74 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
65dde5d7-5305-4fe9-ba8d-d85ed0e426df
|
churn
| 0.699115 | 1 |
churn
| 0.046114 | -0.002174 | -0.065348 | -0.066288 | 0.086934 | 0.090657 | 0.030911 | 0.037836 |
Male
| 60 |
No
|
Yes
|
Retired
|
Rural
|
College
| 1,671,775,200 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
dd91f965-dbbf-4a77-9e0a-9712e9352adc
|
no_churn
| 0.082786 | 0 |
no_churn
| -0.09176 | -0.002737 | 0.018329 | 0.035764 | 0.003913 | -0.196767 | -0.015309 | -0.013794 |
Male
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7975212a-3408-4d7b-9933-d637a51193f0
|
churn
| 0.876585 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
44 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
cde1dd61-ed33-4612-8418-e656f4bbc10e
|
no_churn
| 0.006936 | 0 |
no_churn
| -0.070697 | -0.003947 | -0.019366 | -0.024083 | 0.012995 | -0.096847 | -0.023388 | -0.043695 |
Female
| 57 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,671,775,200 |
22 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
66da3ba4-8dc2-45f2-b99b-2839a86b98eb
|
churn
| 0.063888 | 1 |
churn
| -0.042143 | -0.00407 | -0.033564 | -0.045952 | -0.027052 | -0.067993 | -0.01861 | -0.024643 |
Male
| 50 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,775,200 |
41 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3c192e7e-1951-48b6-8cf2-5110f719d37b
|
churn
| 0.100387 | 1 |
churn
| -0.047383 | -0.01153 | 0.022202 | -0.044593 | -0.062688 | 0.035797 | -0.016924 | 0.047925 |
Male
| 26 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf8ef3d5-2884-405e-a05d-e8a541d19871
|
churn
| 0.876585 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 39 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
84b98c68-fd03-4952-810c-f463a6d96ff5
|
no_churn
| 0.684831 | 0 |
no_churn
| 0.109563 | -0.003598 | -0.066902 | -0.030148 | -0.003964 | 0.106678 | 0.135985 | 0.098835 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
71 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
d3e1a2e1-c47e-4b92-859f-62d1b1c7bf10
|
no_churn
| 0.025381 | 0 |
no_churn
| -0.069201 | -0.002838 | -0.002952 | 0.000619 | -0.0002 | -0.161198 | -0.016775 | -0.01648 |
Female
| 49 |
No
|
No
|
Medical Leave
|
Rural
|
College
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
cfa3d819-0337-4299-9b9c-bc44af9ed5ad
|
no_churn
| 0.007129 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Female
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
25 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
cb52544e-3e20-45dd-bdc0-725c1e515bea
|
no_churn
| 0.361945 | 0 |
no_churn
| -0.019173 | -0.004547 | -0.085154 | -0.056403 | 0.101379 | 0.065295 | 0.05428 | 0.099631 |
Female
| 25 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
31 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bb25d4e0-2852-4dbd-bb95-87864fbd203f
|
no_churn
| 0.516935 | 0 |
no_churn
| -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 |
Male
| 79 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
5ece3c74-afdf-4b26-aece-29cc0d46fc51
|
no_churn
| 0.003912 | 0 |
no_churn
| -0.083792 | -0.003166 | 0.004891 | -0.024109 | -0.041273 | -0.161161 | 0.015544 | 0.024038 |
Female
| 71 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
29 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
dd48067f-c76c-464a-905e-17c3979fe069
|
no_churn
| 0.556852 | 0 |
no_churn
| -0.182244 | -0.004469 | -0.004294 | -0.141527 | 0.02178 | 0.055503 | 0.009053 | 0.067173 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c0f4e708-95a0-4c27-abf2-c8d6bb9c6953
|
no_churn
| 0.003958 | 0 |
no_churn
| -0.091569 | -0.003876 | -0.001083 | -0.025286 | 0.002409 | -0.110491 | -0.016341 | -0.022789 |
Male
| 34 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,775,200 |
47 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
7c26166f-2c57-49ea-b262-be8d15cc6fc1
|
no_churn
| 0.01516 | 0 |
no_churn
| 0.003755 | -0.018367 | 0.018465 | 0.008096 | 0.10075 | -0.148404 | 0.058229 | 0.060784 |
Female
| 20 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
55 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
ba356d15-ee59-40e3-bd62-79a0592e67ad
|
no_churn
| 0.015105 | 0 |
no_churn
| -0.051328 | -0.003152 | -0.012838 | -0.05756 | -0.018465 | -0.083116 | -0.014211 | -0.016689 |
Female
| 76 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,775,200 |
44 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
4e62df75-b107-4df3-8b88-7fd52dc8dab9
|
no_churn
| 0.006936 | 0 |
no_churn
| -0.070697 | -0.003947 | -0.019366 | -0.024083 | 0.012995 | -0.096847 | -0.023388 | -0.043695 |
Female
| 30 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,775,200 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
13d028ef-1334-4e1b-b1f8-61ca10494724
|
no_churn
| 0.302695 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Male
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e962a4a-e49a-45ee-b9a2-f5aea0a31c7f
|
churn
| 0.787462 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 38 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,775,200 |
72 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e882ee02-7c14-4824-a2ba-26fa032a8886
|
no_churn
| 0.004151 | 0 |
no_churn
| -0.032539 | -0.002737 | -0.003323 | -0.00777 | -0.002053 | -0.199057 | -0.010252 | -0.011294 |
Female
| 36 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
12 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed363994-e08f-43fa-ae69-6055be43a720
|
churn
| 0.217158 | 1 |
churn
| -0.06207 | -0.009067 | -0.019765 | -0.104809 | -0.034372 | 0.040952 | -0.03958 | -0.030982 |
Male
| 67 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a9d14945-138a-478c-86f8-8841b9bf5ec7
|
no_churn
| 0.374297 | 0 |
no_churn
| 0.080356 | -0.004457 | -0.051125 | 0.029218 | 0.104608 | 0.093556 | 0.111835 | 0.110315 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
57e112de-81c7-44e1-91ee-36fabffbab4a
|
no_churn
| 0.082265 | 0 |
no_churn
| -0.076678 | -0.002912 | 0.005613 | -0.027454 | -0.056067 | -0.1743 | 0.032426 | 0.030345 |
Female
| 56 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,671,775,200 |
7 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c3f9baf9-da8d-4630-aea1-992dfa757891
|
churn
| 0.852988 | 1 |
churn
| 0.124707 | -0.001101 | 0.001219 | -0.04808 | 0.109155 | 0.109408 | 0.106457 | 0.129209 |
Female
| 42 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
273db292-c2ab-4ee4-b845-32667670880d
|
no_churn
| 0.542283 | 0 |
no_churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
567ef4b2-2f95-49a3-b9ac-e68a9aac084a
|
churn
| 0.659047 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Male
| 35 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b91721fa-b400-4818-abed-d49a152292ed
|
no_churn
| 0.604778 | 0 |
no_churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Male
| 63 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dfdd05d1-b08c-4a35-b3f0-f9d2aede3ca2
|
no_churn
| 0.145601 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 40 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
27 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7b389bbf-5cc4-4b52-8fbf-70d925b26fb3
|
no_churn
| 0.145796 | 0 |
no_churn
| -0.015393 | -0.012156 | 0.041668 | -0.004549 | -0.004454 | 0.062731 | -0.036011 | -0.010862 |
Male
| 77 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
485bd6a3-1834-4d5d-8566-d09a8bfa0c16
|
churn
| 0.787462 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 28 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,671,775,200 |
65 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e06bb59c-e575-4237-8669-0ccf7e8cc9b3
|
no_churn
| 0.012071 | 0 |
no_churn
| -0.03712 | -0.00163 | -0.005356 | -0.015154 | -0.012193 | -0.127291 | -0.015556 | -0.054727 |
Female
| 43 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
23 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
22bd675e-a81e-45b7-b580-8811c8876f1c
|
no_churn
| 0.02202 | 0 |
no_churn
| -0.039407 | -0.005814 | 0.016089 | -0.039903 | 0.008114 | -0.128615 | -0.039157 | -0.040332 |
Male
| 21 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8e3ff383-7e4f-469e-b35d-dc3db5a7d1bf
|
no_churn
| 0.171258 | 0 |
no_churn
| -0.175056 | -0.00355 | -0.112115 | 0.001653 | 0.044002 | 0.044287 | -0.033891 | -0.02531 |
Female
| 51 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
64fb23f4-7124-422f-8e77-ea4e5c08db9b
|
no_churn
| 0.302695 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Female
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,775,200 |
24 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5bf12a86-f2ff-4f13-8903-28504925f94c
|
no_churn
| 0.106478 | 0 |
no_churn
| 0.044793 | 0.166404 | 0.054213 | 0.068585 | 0.136994 | 0.131742 | 0.00166 | -0.003418 |
Male
| 36 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
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