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
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80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
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stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8dfab905-d5a7-453b-9127-443a707fc151
|
no_churn
| 0.010633 | 0 |
no_churn
| -0.026974 | -0.003377 | -0.006463 | -0.036792 | 0.023308 | -0.13543 | -0.033114 | -0.050185 |
Female
| 77 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,861,600 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5939bd2d-7fc2-410d-a947-63aa9daad511
|
churn
| 0.693806 | 1 |
churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Male
| 32 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,671,861,600 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
2ba17e43-0f9c-4801-8a20-65645985a87c
|
no_churn
| 0.033349 | 0 |
no_churn
| -0.071387 | -0.003584 | -0.012869 | -0.034988 | -0.021023 | -0.08911 | -0.015492 | -0.016574 |
Male
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
51 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
89dfbb79-de27-4696-bf6e-41d9c9216c7e
|
no_churn
| 0.315069 | 0 |
no_churn
| -0.154632 | -0.004763 | 0.039473 | 0.044841 | -0.167606 | 0.034391 | -0.028003 | -0.017061 |
Male
| 25 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,861,600 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e6955507-afd6-462a-b349-12fd08899c4f
|
no_churn
| 0.156598 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
1d572493-6739-4c8f-a988-ea982d35c38d
|
no_churn
| 0.008172 | 0 |
no_churn
| -0.023563 | -0.004729 | 0.029204 | -0.01519 | -0.004509 | -0.185363 | -0.029641 | -0.035236 |
Male
| 69 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
b9084e8e-3224-4228-b772-4197d706daac
|
no_churn
| 0.002168 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Female
| 29 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
70 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d1e34d37-55ec-47ca-a0d2-c4a51dbeb15f
|
churn
| 0.052957 | 0 |
no_churn
| -0.065899 | -0.00256 | -0.0778 | 0.042891 | 0.003674 | -0.089865 | -0.008091 | -0.005711 |
Male
| 67 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
15 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
92418ea1-3275-4339-a115-89b305c87684
|
no_churn
| 0.116645 | 0 |
no_churn
| 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 |
Female
| 61 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
54 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0906dc6b-0e04-45e9-8c8f-f15ce357970b
|
no_churn
| 0.092201 | 0 |
no_churn
| -0.199179 | -0.005037 | -0.069548 | 0.021641 | 0.01753 | 0.028871 | -0.026544 | -0.02676 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
9 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
cefd4b9e-fe31-4f22-9f85-91ac7a9da7c9
|
churn
| 0.642282 | 1 |
churn
| 0.135761 | -0.005066 | 0.129625 | -0.017852 | 0.107499 | 0.125792 | 0.124654 | 0.125561 |
Male
| 59 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
28c44283-22a4-4ebe-b99e-c5840c06026a
|
no_churn
| 0.085061 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
21 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d3f12ece-e213-4f90-bd7d-943f72ec7b59
|
no_churn
| 0.61996 | 1 |
churn
| 0.004569 | -0.004441 | 0.035082 | 0.123026 | 0.139051 | 0.132539 | 0.140892 | 0.140256 |
Female
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
35 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97ccb290-fe0b-487a-85fc-1f8c9d17e815
|
no_churn
| 0.054265 | 0 |
no_churn
| -0.114374 | -0.008516 | -0.046258 | -0.058378 | -0.023901 | 0.033801 | -0.030079 | -0.015988 |
Male
| 71 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,861,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
26e81d49-0d15-4e37-8f36-3b2cfde81220
|
churn
| 0.804799 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 34 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,861,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f6127b8d-289a-4b35-aef4-62dae40353f6
|
no_churn
| 0.202641 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 72 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
079f3eed-88cd-40b5-a3d2-2d59274e13a3
|
no_churn
| 0.248691 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
47 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dfe9287a-99af-4aeb-a03c-ee93d2a167c1
|
churn
| 0.347672 | 1 |
churn
| 0.031406 | -0.001852 | -0.036541 | 0.141935 | 0.084995 | 0.098933 | -0.009533 | -0.025416 |
Male
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
54 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
66c0c59c-15cd-443b-a534-d4bf6afa515c
|
no_churn
| 0.092201 | 0 |
no_churn
| -0.199179 | -0.005037 | -0.069548 | 0.021641 | 0.01753 | 0.028871 | -0.026544 | -0.02676 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,861,600 |
3 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
27ff4c0c-197e-472b-8942-289ea5f9b4a8
|
churn
| 0.313251 | 1 |
churn
| 0.08708 | 0.042519 | 0.009868 | -0.098717 | -0.120838 | 0.09081 | -0.049885 | -0.035045 |
Female
| 61 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,861,600 |
17 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eaad273f-2af6-426d-8c68-a4d7f84530df
|
churn
| 0.080104 | 1 |
churn
| 0.050478 | -0.003983 | -0.006386 | -0.215927 | 0.034278 | 0.065114 | -0.025308 | -0.053959 |
Female
| 41 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
67 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
3bd13c24-a8e8-416d-ba01-72eb4d8e68d1
|
no_churn
| 0.03543 | 0 |
no_churn
| -0.061921 | -0.004302 | -0.033382 | -0.025523 | 0.005223 | -0.094655 | -0.022227 | -0.028906 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
70e9bde9-2d4a-43d1-9b5f-9a198b999f4b
|
no_churn
| 0.563815 | 1 |
churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Female
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
26 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ceb900eb-7cb2-4a62-b0cc-6f9133764c79
|
no_churn
| 0.034547 | 0 |
no_churn
| -0.103934 | -0.013126 | -0.106143 | -0.021066 | -0.024494 | 0.036662 | -0.02343 | -0.013495 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
61 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
9f3c5240-048c-463e-9439-fae654bf8252
|
no_churn
| 0.009489 | 0 |
no_churn
| -0.062176 | -0.003618 | -0.01178 | -0.025559 | 0.002704 | -0.116643 | -0.02592 | -0.026034 |
Female
| 47 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,861,600 |
4 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
85af3830-c857-4cb7-96b1-0a72f7f0032b
|
churn
| 0.594431 | 1 |
churn
| 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
474b341b-3818-429d-9796-6e4335419d18
|
no_churn
| 0.033349 | 0 |
no_churn
| -0.071387 | -0.003584 | -0.012869 | -0.034988 | -0.021023 | -0.08911 | -0.015492 | -0.016574 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fdc6df30-e435-43e7-b6a4-9b9e5156f8b7
|
no_churn
| 0.694185 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Male
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
36 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
0f950d88-c434-442d-887c-3b93e78e9085
|
no_churn
| 0.106967 | 0 |
no_churn
| -0.085138 | -0.016122 | -0.013481 | -0.041089 | -0.053059 | -0.087205 | 0.018492 | 0.028575 |
Male
| 55 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,861,600 |
31 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
48b5d100-9164-4fac-ba42-ef7350c0f96e
|
no_churn
| 0.020726 | 0 |
no_churn
| -0.041129 | 0.000077 | -0.031125 | -0.018644 | 0.052218 | -0.102174 | 0.013712 | 0.040538 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
49 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ba0d4680-0a1e-4421-a779-2140d0e67eb2
|
churn
| 0.470939 | 1 |
churn
| -0.009263 | -0.001673 | 0.0569 | 0.007134 | 0.115729 | 0.093581 | 0.068579 | 0.037926 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
27 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8b953fd1-7fd2-4a79-b59a-08e280720033
|
no_churn
| 0.006893 | 0 |
no_churn
| -0.037795 | -0.005557 | -0.016821 | -0.029162 | 0.012219 | -0.103163 | -0.041826 | -0.046921 |
Female
| 27 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ecc1d019-35f2-4432-9260-810204d38b90
|
no_churn
| 0.478466 | 0 |
no_churn
| -0.023994 | -0.005206 | -0.035798 | 0.001284 | 0.082543 | 0.080542 | 0.036894 | 0.052376 |
Male
| 78 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,861,600 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
408e7e9a-0eae-4e56-9f25-89f3fe0d9d75
|
churn
| 0.857863 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fe3b4d6a-2bfc-41f8-a465-c58bd6609e8d
|
no_churn
| 0.095034 | 0 |
no_churn
| 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 |
Male
| 71 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,861,600 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
6234a309-a641-4cfd-a245-a64929cd5917
|
no_churn
| 0.080517 | 0 |
no_churn
| -0.07432 | -0.003366 | 0.009526 | -0.026539 | -0.036325 | -0.147122 | -0.00566 | 0.014779 |
Female
| 56 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,861,600 |
50 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
9991811f-059d-4e23-a99f-61b207c76cde
|
no_churn
| 0.046898 | 0 |
no_churn
| -0.042956 | -0.008465 | -0.02839 | -0.028072 | 0.014618 | -0.113769 | -0.025399 | -0.036592 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4451252a-368b-4d73-97fa-3de1f1665763
|
churn
| 0.747226 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 80 |
Yes
|
Yes
|
Retired
|
Suburban
|
Master
| 1,671,861,600 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
856de094-cccb-443a-8718-945cd61d0d1e
|
no_churn
| 0.694185 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 34 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
2 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a1c865ba-4e5f-4314-bd07-0180d52a17b1
|
churn
| 0.553633 | 1 |
churn
| 0.306282 | 0.128325 | 0.052827 | 0.046583 | 0.071454 | 0.151404 | -0.017548 | -0.008354 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
25 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
3ab9b813-b11a-4814-bb56-d7f0346f662f
|
no_churn
| 0.084532 | 0 |
no_churn
| -0.075899 | -0.009378 | -0.043285 | 0.000904 | -0.11904 | 0.059393 | 0.062779 | 0.0495 |
Male
| 57 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3801dd56-574a-46eb-a0dd-7fed549ed307
|
no_churn
| 0.190887 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Female
| 28 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,861,600 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
eb1beff2-ef55-43f6-9340-323a9d347577
|
churn
| 0.851162 | 1 |
churn
| 0.262688 | -0.004238 | 0.03047 | 0.044922 | 0.092581 | 0.128503 | 0.100424 | 0.075624 |
Male
| 70 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b39d7a07-a35d-4ee6-99ac-55fd3cde2a1b
|
churn
| 0.804799 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
41 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a03510b8-d4e7-441c-99cc-9f0b05193bed
|
no_churn
| 0.192339 | 0 |
no_churn
| -0.045052 | -0.013517 | 0.053757 | 0.014446 | 0.08656 | 0.091327 | -0.034446 | -0.020142 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
42 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
25eccffc-0810-4df4-a7ef-b5262a23f32a
|
no_churn
| 0.007231 | 0 |
no_churn
| -0.010215 | -0.004125 | -0.015631 | -0.05542 | 0.012272 | -0.133136 | -0.024109 | -0.038662 |
Female
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
29 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
9ca90dd5-267e-46bf-8957-0decb42b1c95
|
no_churn
| 0.148133 | 0 |
no_churn
| 0.064491 | 0.000434 | 0.033348 | 0.040185 | 0.118101 | -0.009324 | 0.162201 | 0.101538 |
Male
| 71 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,861,600 |
60 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
6c2aafe5-b5de-42e2-b72f-0de563a35c97
|
no_churn
| 0.123224 | 0 |
no_churn
| -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 |
Female
| 34 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,861,600 |
60 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
9b8a9252-396b-42db-87b7-ff3edfefb10e
|
no_churn
| 0.123224 | 0 |
no_churn
| -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 |
Female
| 79 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,861,600 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
e54e260d-d8e8-462e-b9c4-68bf401305e6
|
churn
| 0.147778 | 0 |
no_churn
| -0.089465 | -0.001677 | 0.017232 | -0.050881 | -0.04129 | -0.105865 | 0.034704 | 0.038216 |
Male
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
60 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
22900766-46a6-4018-adce-c7b701718f05
|
no_churn
| 0.123224 | 0 |
no_churn
| -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 |
Female
| 47 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,671,861,600 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e2ca4976-2483-43ce-96b8-907c1b4237f2
|
churn
| 0.376232 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 60 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
32 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
6f4362e4-ed43-4b18-9a08-8ee2853fb07c
|
no_churn
| 0.155149 | 0 |
no_churn
| 0.007642 | -0.003805 | 0.012522 | -0.007325 | 0.071489 | -0.106916 | 0.061683 | 0.065684 |
Female
| 35 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,861,600 |
26 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91beb3be-fae6-46c7-b2a3-b1e2d9b8c2b6
|
no_churn
| 0.034547 | 0 |
no_churn
| -0.103934 | -0.013126 | -0.106143 | -0.021066 | -0.024494 | 0.036662 | -0.02343 | -0.013495 |
Male
| 62 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,861,600 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
76f8e09a-d6b9-4257-941d-496e2ebf2d82
|
churn
| 0.376232 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
27 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cc6d8593-0172-4c18-bab9-bee3e7e6f935
|
no_churn
| 0.193651 | 0 |
no_churn
| -0.066414 | -0.004155 | -0.061019 | 0.102772 | 0.051561 | 0.080675 | -0.043375 | -0.0167 |
Female
| 45 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
6 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5c15117e-bf30-4435-948b-971e5e3376e6
|
churn
| 0.806531 | 1 |
churn
| 0.155955 | -0.001509 | -0.009158 | 0.132294 | -0.047696 | 0.082159 | 0.069808 | 0.089121 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,861,600 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
86962a06-8288-43d7-aabf-4e089d10dcab
|
no_churn
| 0.008172 | 0 |
no_churn
| -0.023563 | -0.004729 | 0.029204 | -0.01519 | -0.004509 | -0.185363 | -0.029641 | -0.035236 |
Male
| 43 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,861,600 |
38 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f5b73a63-0ac6-4e70-a190-997d7c72d419
|
no_churn
| 0.36201 | 0 |
no_churn
| -0.114905 | -0.00396 | 0.080436 | -0.055588 | -0.041493 | 0.106954 | 0.114126 | 0.034572 |
Male
| 69 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,861,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
62ca5986-9d0e-40e1-a229-cc8dc72a1e95
|
no_churn
| 0.002168 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Male
| 26 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
948d630b-22a5-46d1-b163-38347f1e3073
|
churn
| 0.857863 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6019dde3-2edb-43a4-b78f-b6ebd8b80143
|
churn
| 0.874798 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 24 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,861,600 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
bb889213-fa94-4d3d-ac01-f76f2c6cc5cb
|
no_churn
| 0.026754 | 0 |
no_churn
| -0.021366 | -0.007219 | -0.029794 | -0.040314 | 0.00272 | -0.093273 | -0.037897 | -0.041882 |
Male
| 56 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,861,600 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b54a389a-472f-4cf0-8d4c-8617579e6624
|
churn
| 0.817438 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6f5cffcd-e2e4-4724-92b5-c3cfde48ce79
|
churn
| 0.530271 | 1 |
churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 39 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,671,861,600 |
13 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d967327d-b623-4a33-ba1d-9a47c0b25c21
|
no_churn
| 0.03086 | 0 |
no_churn
| -0.021366 | -0.007219 | -0.029794 | -0.040314 | 0.00272 | -0.093273 | -0.037897 | -0.041882 |
Female
| 20 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,861,600 |
60 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
754e98ec-7423-4aa7-a502-6570793bd249
|
no_churn
| 0.123224 | 0 |
no_churn
| -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 |
Female
| 67 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,861,600 |
14 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
0e029cfa-e1d5-49aa-8d29-a6e933199c0f
|
no_churn
| 0.579312 | 0 |
no_churn
| 0.018079 | -0.005515 | -0.078736 | -0.058772 | -0.021977 | 0.054085 | 0.019399 | 0.041911 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
251a5904-7d49-426d-98c2-efbe53bd2ff2
|
no_churn
| 0.479453 | 0 |
no_churn
| -0.270389 | -0.003691 | 0.033851 | -0.071571 | 0.013133 | 0.043695 | -0.001183 | -0.012872 |
Male
| 43 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,861,600 |
57 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
4bd16d52-cdbb-4687-9eff-32d482be74b0
|
no_churn
| 0.010978 | 0 |
no_churn
| -0.01446 | -0.003692 | -0.011469 | -0.024975 | 0.020083 | -0.132175 | -0.03745 | -0.064887 |
Male
| 57 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,861,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b6db86d0-f721-4995-be11-34abea23a043
|
no_churn
| 0.202641 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 64 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,861,600 |
59 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
79fd5907-da71-44b9-8ef1-0de5d6d9e06f
|
no_churn
| 0.392834 | 0 |
no_churn
| -0.141855 | -0.007601 | -0.007545 | -0.079908 | -0.092947 | 0.038809 | 0.015161 | 0.00686 |
Male
| 33 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d7590909-247e-49e0-bf87-aaa06b24b00f
|
churn
| 0.650341 | 1 |
churn
| 0.297678 | 0.03494 | 0.003566 | 0.022851 | 0.095175 | 0.175478 | 0.048824 | 0.038461 |
Male
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
42 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
c13c2b5e-28dc-45d6-83df-93739ee9ae74
|
no_churn
| 0.007231 | 0 |
no_churn
| -0.010215 | -0.004125 | -0.015631 | -0.05542 | 0.012272 | -0.133136 | -0.024109 | -0.038662 |
Female
| 66 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,861,600 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
b462aff4-7c72-4b8d-b3d4-cdc4356fc635
|
churn
| 0.330058 | 1 |
churn
| -0.098048 | 0.002195 | -0.003539 | -0.013001 | -0.050829 | -0.137602 | 0.011723 | 0.020074 |
Male
| 74 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
70 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
ad19a7ae-6b8e-4637-a5f4-1ab18ced9063
|
no_churn
| 0.024147 | 0 |
no_churn
| -0.072527 | -0.003378 | 0.001216 | -0.026049 | -0.006198 | -0.107816 | -0.018698 | -0.035577 |
Male
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
52 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
104a8097-fb5e-414f-b577-eeedfcfdba7a
|
no_churn
| 0.086689 | 0 |
no_churn
| -0.078432 | -0.005439 | -0.010532 | 0.037875 | 0.007636 | -0.187918 | -0.014447 | -0.017769 |
Male
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
35 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df45df72-dc59-41e2-87cb-398487becd23
|
no_churn
| 0.054265 | 0 |
no_churn
| -0.114374 | -0.008516 | -0.046258 | -0.058378 | -0.023901 | 0.033801 | -0.030079 | -0.015988 |
Female
| 25 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
35 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
52b700c5-13e9-4de4-b1a8-0d26c2bc25a8
|
no_churn
| 0.061403 | 0 |
no_churn
| -0.134026 | 0.026088 | 0.005876 | -0.022648 | -0.038354 | -0.058874 | -0.01995 | -0.027138 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
37bd7656-e414-41e7-b077-c5b6160702b5
|
churn
| 0.665271 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 78 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,671,861,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
790fe175-1dff-4c2f-92ba-ad93debfe3a0
|
no_churn
| 0.002168 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Female
| 30 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,861,600 |
31 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
77d5a5bf-8b15-4fac-9b91-e8f37aa9551f
|
no_churn
| 0.256398 | 0 |
no_churn
| -0.077393 | -0.002738 | -0.1165 | 0.000549 | -0.031374 | -0.07624 | 0.028881 | 0.045789 |
Male
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
39 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47d861f6-61dc-4e36-b476-d527e25f2c63
|
no_churn
| 0.163966 | 0 |
no_churn
| -0.049852 | -0.019731 | -0.062164 | -0.120505 | -0.032896 | 0.049537 | -0.013771 | -0.019645 |
Female
| 49 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ec118a5c-5271-427e-801d-bf26d6fd2872
|
no_churn
| 0.73255 | 0 |
no_churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Male
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
64 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
840536f3-b9db-4c7b-b0cb-49ef38634676
|
no_churn
| 0.012048 | 0 |
no_churn
| -0.015954 | -0.00231 | 0.008045 | -0.055304 | -0.029229 | -0.0892 | 0.018279 | 0.019146 |
Female
| 69 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
31 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
95fd95f9-82e1-4b27-b33c-4fbf0de3ae28
|
no_churn
| 0.020726 | 0 |
no_churn
| -0.041129 | 0.000077 | -0.031125 | -0.018644 | 0.052218 | -0.102174 | 0.013712 | 0.040538 |
Male
| 35 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
2 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
ac9b0e11-b23f-4b84-863d-e1a47fe4919d
|
churn
| 0.564451 | 1 |
churn
| 0.277682 | 0.074104 | 0.041916 | -0.009293 | -0.016191 | 0.176651 | 0.106744 | 0.069361 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8587cdef-9e3e-4fae-a553-37db718d7604
|
churn
| 0.804799 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,861,600 |
61 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
332093ea-a966-4968-b347-5ad0b1c5e6eb
|
no_churn
| 0.024457 | 0 |
no_churn
| -0.053939 | -0.004605 | -0.010715 | -0.06402 | 0.00463 | -0.075749 | -0.033367 | -0.03126 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,861,600 |
38 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1a472cb5-fb45-43e4-b55f-c76e4197be2d
|
no_churn
| 0.36201 | 0 |
no_churn
| -0.114905 | -0.00396 | 0.080436 | -0.055588 | -0.041493 | 0.106954 | 0.114126 | 0.034572 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5bb34d3c-960e-4e99-8228-820f54eeabf7
|
churn
| 0.874798 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
67309e8c-6128-4bfd-b106-fc8d2c6fc804
|
no_churn
| 0.111734 | 0 |
no_churn
| -0.121107 | -0.003102 | 0.008208 | 0.0256 | -0.00469 | -0.141006 | -0.016929 | -0.016002 |
Male
| 23 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,861,600 |
31 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
ee1c62a9-224c-4e7d-bd58-ab03bca1e28e
|
no_churn
| 0.198182 | 0 |
no_churn
| -0.05165 | -0.002345 | 0.03451 | -0.029693 | -0.0091 | -0.102419 | 0.025957 | 0.045714 |
Female
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
671809f0-9e5f-461a-afaa-629176032b52
|
no_churn
| 0.202641 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 75 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,861,600 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
aa46379f-ec6d-42c6-a469-c24b20c1832d
|
no_churn
| 0.478466 | 0 |
no_churn
| -0.023994 | -0.005206 | -0.035798 | 0.001284 | 0.082543 | 0.080542 | 0.036894 | 0.052376 |
Male
| 38 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,861,600 |
23 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
572b6f71-9f97-4ce6-af43-d921e1f48cc0
|
no_churn
| 0.167607 | 0 |
no_churn
| -0.127402 | -0.006158 | -0.124373 | 0.037688 | -0.043716 | 0.041305 | -0.017879 | -0.015811 |
Female
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
48 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
30609c65-5efe-494b-bcc0-8637f6838a9f
|
no_churn
| 0.123978 | 0 |
no_churn
| -0.044772 | -0.001203 | -0.039481 | -0.141085 | 0.061254 | -0.014943 | 0.049639 | 0.071565 |
Male
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
61 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
25ed3aad-ec12-4820-b77b-95116d5bf2ce
|
no_churn
| 0.024457 | 0 |
no_churn
| -0.053939 | -0.004605 | -0.010715 | -0.06402 | 0.00463 | -0.075749 | -0.033367 | -0.03126 |
Male
| 22 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,861,600 |
29 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3ff4d398-cec1-42f7-ab2b-5a1e506e25ad
|
no_churn
| 0.303883 | 0 |
no_churn
| 0.014703 | -0.007793 | -0.015711 | 0.121006 | 0.054778 | 0.105027 | -0.000249 | 0.010097 |
Female
| 70 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,671,861,600 |
56 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
db0f3110-4933-4b4c-ac27-3e18620dbc26
|
churn
| 0.294765 | 0 |
no_churn
| -0.097238 | -0.002832 | -0.024748 | -0.051215 | 0.032175 | -0.144917 | -0.001057 | 0.035805 |
Female
| 36 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
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