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
34
No
No phone service
High Speed
Expired
Month-to-month
<80hrs
Active
a3d96cc9-eade-4cb9-bc92-fba28da3e65a
no_churn
0.408042
0
no_churn
-0.218627
0.010409
-0.013228
-0.069221
-0.035993
0.0606
-0.006626
0.013661
Female
37
Yes
No
Unemployed
Suburban
Bachelor
1,671,084,000
5
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Active
bd337157-bfdf-4e25-ad99-f860fba3a4dc
no_churn
0.482787
1
churn
0.250163
0.003581
-0.004581
0.012287
-0.019157
0.08947
0.105443
0.105602
Male
71
No
No
Medical Leave
Suburban
High School or Below
1,671,084,000
37
Yes
No
High Speed
Expired
Month-to-month
<80hrs
Active
28b4cb1c-7469-4e67-a2f2-cdbbd81ee8b8
churn
0.090695
0
no_churn
-0.02694
-0.003691
-0.028935
-0.082912
0.006987
0.068963
0.015821
-0.033843
Female
51
No
No
Employed
Suburban
Bachelor
1,671,084,000
69
No
No phone service
Medium Speed
Expired
Two year
<80hrs
Active
1757c59e-74e4-4376-b7f3-9bbe13ef17d5
no_churn
0.058853
0
no_churn
-0.110962
0.013219
0.0033
-0.032221
-0.013189
-0.145552
0.014717
0.021661
Male
42
No
Yes
Employed
Suburban
College
1,671,084,000
60
No
No phone service
Low Speed
In_Store_Support
Month-to-month
<80hrs
Active
37031147-37e6-4fcd-bf94-66f97d37eafe
no_churn
0.26588
0
no_churn
-0.029658
0.117543
0.050735
0.032541
-0.006476
0.110349
0.175911
0.07003
Female
65
No
Yes
Employed
Suburban
Bachelor
1,671,084,000
72
Yes
Yes
Medium Speed
Phone_Support
Month-to-month
<80hrs
Active
5c9533bd-abaf-460a-b773-4606f699c6f3
no_churn
0.016772
0
no_churn
-0.206349
-0.001829
0.011517
-0.022532
0.050899
0.058072
-0.003576
0.064771
Female
20
No
No
Employed
Suburban
High School or Below
1,671,084,000
2
Yes
Yes
Low Speed
Phone_Support
Month-to-month
100hrs+
Disabled
d736c697-b77a-47ae-82aa-faab87b0f19e
no_churn
0.566945
1
churn
0.143616
-0.005389
0.017236
-0.06225
0.007249
0.128043
0.141447
-0.078895
Female
27
No
Yes
Employed
Suburban
Doctor
1,671,084,000
58
Yes
No
Low Speed
Phone_Support
Month-to-month
100hrs+
Disabled
077ebc9a-fd4d-4d3b-a516-4c71eced2b27
no_churn
0.051252
0
no_churn
-0.133804
-0.004887
-0.026139
-0.033687
0.052552
0.043527
0.062207
-0.048796
Male
79
No
No
Unemployed
Urban
Doctor
1,671,084,000
33
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
7b24656b-b918-44b5-86bc-4b83011c24ec
no_churn
0.014708
0
no_churn
-0.124762
-0.0084
-0.030584
-0.050519
-0.045692
0.017784
0.007312
-0.024166
Male
36
No
No
Employed
Rural
Bachelor
1,671,084,000
1
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
dfd5368d-fe84-462b-8f1f-901212040519
no_churn
0.402803
1
churn
0.195451
-0.012505
-0.051809
-0.032142
-0.061364
0.084172
-0.012665
-0.018403
Female
22
No
No
Unemployed
Suburban
Bachelor
1,671,084,000
4
No
No phone service
High Speed
Expired
Month-to-month
<80hrs
Disabled
48f2469e-c7c1-47f1-ac1b-7e784ca5aa70
no_churn
0.502647
1
churn
0.062601
0.081549
0.025005
-0.042719
-0.05055
0.116527
0.069317
-0.034304
Male
43
Yes
No
Unemployed
Suburban
Bachelor
1,671,084,000
51
Yes
Yes
High Speed
Expired
Month-to-month
<80hrs
Disabled
73e400ea-3cf5-469d-9e10-c0540fae07a8
no_churn
0.027574
0
no_churn
-0.084858
-0.005078
0.042499
-0.021717
-0.115616
0.051451
-0.005181
-0.008027
Female
52
No
Yes
Medical Leave
Suburban
College
1,671,084,000
5
Yes
No
Low Speed
Phone_Support
Month-to-month
<80hrs
Disabled
7501f5e2-c75e-4e89-bf0c-8e442e311582
no_churn
0.114973
0
no_churn
0.076451
-0.005083
-0.070516
-0.047104
0.036656
0.079316
-0.007461
-0.023081
Male
20
No
Yes
Employed
Urban
Bachelor
1,671,084,000
60
Yes
Yes
Medium Speed
Phone_Support
One year
0hrs
Disabled
cdae3ea6-4570-4948-8c88-e95a6f4b161b
no_churn
0.017518
0
no_churn
-0.055133
-0.002678
-0.013038
-0.030058
0.005527
-0.074191
-0.047303
-0.042153
Female
78
No
Yes
Medical Leave
Suburban
College
1,671,084,000
25
Yes
No
High Speed
Expired
One year
100hrs+
Disabled
1060c676-90de-4e13-a629-0c043c3a82a1
no_churn
0.023747
0
no_churn
0.005253
-0.001191
-0.016936
-0.013208
0.030021
-0.00248
0.068201
-0.02694
Female
59
No
Yes
Disabled
Rural
College
1,671,084,000
18
No
No phone service
Medium Speed
Expired
Month-to-month
<80hrs
Disabled
32cfbbfc-76a8-4c2f-9aa6-e1eebf774248
no_churn
0.175934
0
no_churn
-0.083614
-0.001401
-0.010291
-0.161819
-0.002431
0.054138
0.04358
-0.027189
Male
36
No
No
Employed
Suburban
Master
1,671,084,000
1
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
376c6f96-d231-437c-8db7-ecc87a6d2db9
no_churn
0.610302
1
churn
0.195451
-0.012505
-0.051809
-0.032142
-0.061364
0.084172
-0.012665
-0.018403
Female
52
No
No
Unemployed
Rural
Bachelor
1,671,084,000
36
Yes
No
High Speed
Expired
Month-to-month
0hrs
Disabled
119eec70-40d2-4d3b-99a5-7458dfb7ee27
no_churn
0.039416
0
no_churn
-0.096186
-0.00928
-0.020256
-0.100496
0.006953
0.037768
-0.014106
-0.013423
Male
68
No
No
Employed
Suburban
High School or Below
1,671,084,000
10
Yes
No
High Speed
Expired
Month-to-month
0hrs
Disabled
6d20b73f-fc35-4c48-94ca-6f558f8e8cc9
no_churn
0.126353
0
no_churn
-0.007715
-0.012638
-0.024301
-0.094743
-0.001327
0.05134
-0.022198
-0.033624
Female
37
No
Yes
Employed
Suburban
Master
1,671,084,000
1
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
cbc31284-27b9-4de3-9112-c3fd58a23662
no_churn
0.464516
1
churn
0.230857
-0.009169
-0.00129
-0.050086
-0.041234
0.114011
-0.036127
-0.006668
Male
53
No
Yes
Unemployed
Rural
Bachelor
1,671,084,000
3
Yes
No
Low Speed
Expired
Month-to-month
0hrs
Disabled
90de416c-a2c0-45d6-b5fd-532651f235a4
no_churn
0.116992
0
no_churn
0.116649
-0.009452
-0.026843
-0.068472
-0.040845
0.078202
-0.017671
-0.043736
Female
57
No
No
Employed
Urban
High School or Below
1,671,084,000
2
Yes
No
Medium Speed
Expired
Month-to-month
100hrs+
Disabled
afb92d32-eda1-42c2-bc1a-395f6fb30c3f
no_churn
0.159217
0
no_churn
0.099262
-0.014437
-0.077114
-0.175075
-0.076724
0.032463
0.019869
-0.020289
Female
48
No
No
Employed
Rural
College
1,671,084,000
6
Yes
Yes
High Speed
Expired
Month-to-month
<80hrs
Disabled
a3542b3c-f7ad-4716-bfbd-ff2d9b886d81
no_churn
0.39041
0
no_churn
0.004551
-0.004688
-0.01437
-0.100383
-0.05928
0.055582
0.009223
-0.029161
Female
28
No
Yes
Employed
Suburban
Master
1,671,084,000
14
Yes
Yes
High Speed
Expired
Month-to-month
<80hrs
Disabled
95264f18-3f47-49f0-b98f-b05b1f10fdf9
no_churn
0.045281
0
no_churn
0.015798
-0.015173
0.051124
-0.055866
-0.050702
0.06497
-0.03415
-0.003074
Male
53
No
Yes
Medical Leave
Suburban
High School or Below
1,671,084,000
1
Yes
No
High Speed
In_Store_Support
Month-to-month
<80hrs
Disabled
7e478f9c-9bde-40ba-bbaa-ca5e2c2b2180
no_churn
0.329431
1
churn
0.295646
-0.008284
-0.008392
-0.033921
-0.043434
0.138132
0.089762
-0.039876
Male
60
Yes
No
Employed
Rural
College
1,671,084,000
1
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
cc6474ac-4415-45db-ac3d-fbaee8df891c
no_churn
0.240499
1
churn
0.195451
-0.012505
-0.051809
-0.032142
-0.061364
0.084172
-0.012665
-0.018403
Male
51
No
Yes
Unemployed
Rural
Doctor
1,671,084,000
44
Yes
No
High Speed
Expired
One year
100hrs+
Disabled
06fa1818-3cad-420c-961b-2479c8572c70
no_churn
0.020644
0
no_churn
-0.118847
-0.003756
-0.016268
-0.04826
-0.01518
-0.035941
0.037967
-0.028741
Female
67
Yes
No
Employed
Urban
College
1,671,084,000
1
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
9a5d8235-d759-4061-8c58-0d209cbfe6aa
no_churn
0.321604
0
no_churn
0.195451
-0.012505
-0.051809
-0.032142
-0.061364
0.084172
-0.012665
-0.018403
Female
44
No
No
Employed
Suburban
College
1,671,084,000
14
Yes
No
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
9bc7a64c-12f7-423b-9b2b-b48c09f0b968
no_churn
0.195279
0
no_churn
-0.064122
-0.008919
-0.04942
-0.065173
0.013542
0.051784
-0.060829
-0.073389
Female
37
No
Yes
Employed
Suburban
High School or Below
1,671,084,000
14
Yes
No
Low Speed
Phone_Support
Month-to-month
100hrs+
Disabled
a1e59afe-4720-4ab1-a16f-f4bfe875ea83
no_churn
0.069344
0
no_churn
0.034552
-0.012304
-0.067872
-0.001745
0.060541
0.094602
0.141325
-0.072347
Male
47
Yes
No
Employed
Suburban
Master
1,671,084,000
1
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
74c2dc33-53b5-4a1d-836f-db8b1977fcb4
no_churn
0.305014
0
no_churn
0.195451
-0.012505
-0.051809
-0.032142
-0.061364
0.084172
-0.012665
-0.018403
Female
60
No
Yes
Disabled
Urban
High School or Below
1,671,084,000
40
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
12912dbd-7c47-4ee8-938f-1c4d4dd716fe
no_churn
0.013519
0
no_churn
-0.064314
-0.019725
-0.039211
-0.026272
0.020072
0.046668
0.001668
-0.007911
Female
37
No
Yes
Medical Leave
Suburban
College
1,671,084,000
2
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
93557485-2d9a-47d7-9115-a6442827825c
no_churn
0.178489
0
no_churn
0.071702
-0.019281
-0.065203
-0.179436
-0.059781
0.054184
-0.04089
-0.030322
Male
74
No
Yes
Unemployed
Suburban
Bachelor
1,671,084,000
21
No
No phone service
Low Speed
Expired
Month-to-month
<80hrs
Disabled
f50cd244-b6ba-4f6f-abd1-1007edbe58ec
no_churn
0.305138
0
no_churn
-0.056717
0.095508
0.042837
-0.020525
-0.013334
0.083618
0.072282
-0.042695
Female
34
No
No
Unemployed
Rural
Master
1,671,084,000
50
Yes
Yes
High Speed
Phone_Support
One year
0hrs
Disabled
d400bfe2-b7b4-474f-9f7e-b02d20749383
no_churn
0.042398
0
no_churn
-0.021008
-0.007093
0.025647
-0.016889
0.016417
-0.207539
-0.028438
-0.030123
Male
80
No
Yes
Employed
Suburban
College
1,671,084,000
4
Yes
No
High Speed
In_Store_Support
Month-to-month
100hrs+
Disabled
8138cf25-8aa4-48db-97c1-525ae4f29a5b
no_churn
0.163824
0
no_churn
0.10356
-0.007254
-0.013143
-0.077514
-0.04821
0.070637
-0.024349
-0.005999
Male
41
Yes
Yes
Employed
Rural
College
1,671,084,000
13
Yes
No
Medium Speed
Expired
Two year
100hrs+
Disabled
4364f039-5083-479e-a4c6-e71715d0769a
no_churn
0.012885
0
no_churn
0.004079
-0.00622
-0.00529
-0.084776
-0.013065
-0.150937
0.029781
-0.022597
Female
39
No
No
Employed
Suburban
Bachelor
1,671,084,000
28
Yes
Yes
High Speed
In_Store_Support
One year
<80hrs
Disabled
381587cb-01bb-4df1-89f9-d0a80d1f8ddd
no_churn
0.128332
0
no_churn
-0.055224
-0.002957
0.019817
-0.008159
-0.020374
-0.099936
0.0587
-0.030894
Male
20
Yes
No
Employed
Suburban
Bachelor
1,671,084,000
1
Yes
No
Low Speed
In_Store_Support
Month-to-month
100hrs+
Disabled
6d5a4929-35b0-40bc-82a2-928e144987fd
no_churn
0.259321
0
no_churn
0.180619
-0.010238
-0.059604
-0.047864
-0.08901
0.098403
-0.026111
-0.000988
Female
79
No
Yes
Employed
Suburban
College
1,671,084,000
24
Yes
No
High Speed
Expired
One year
0hrs
Disabled
52c2c0eb-05e2-4cf2-96d7-8a561bb4d96e
no_churn
0.026094
0
no_churn
-0.066857
-0.003366
-0.032911
-0.036004
0.005756
-0.068413
-0.022071
-0.04516
Male
31
No
Yes
Employed
Rural
College
1,671,084,000
1
Yes
No
Low Speed
In_Store_Support
Month-to-month
0hrs
Disabled
d4df8edc-2de3-4e47-b1ff-5a4e71928ea2
no_churn
0.305014
0
no_churn
0.219737
-0.007025
-0.022192
-0.046504
-0.010735
0.11999
-0.019577
-0.000988
Female
77
No
No
Employed
Rural
High School or Below
1,671,084,000
2
No
No phone service
Low Speed
Expired
Month-to-month
100hrs+
Disabled
2a6309e6-aaa4-4004-8a14-81c9f697f884
no_churn
0.803491
1
churn
0.242006
0.058553
0.003301
-0.020985
0.013124
0.137059
0.003365
-0.01936
Female
38
Yes
Yes
Employed
Suburban
College
1,671,084,000
2
Yes
No
High Speed
Expired
Month-to-month
0hrs
Disabled
1515439f-b4b5-4e65-ac83-45a491d2af56
no_churn
0.453474
0
no_churn
0.174105
-0.01593
-0.09483
-0.074049
0.013725
0.084229
-0.021212
-0.030551
Male
35
No
Yes
Employed
Suburban
Master
1,671,084,000
35
Yes
No
Medium Speed
Expired
Month-to-month
0hrs
Disabled
1dc3efba-9a4e-4585-8918-a8fb977467c5
no_churn
0.057714
0
no_churn
-0.076006
-0.008383
-0.00946
-0.08641
-0.071535
0.035459
-0.016044
-0.016649
Male
30
No
Yes
Employed
Suburban
Bachelor
1,671,084,000
67
Yes
No
Low Speed
Expired
Two year
100hrs+
Disabled
8d8d5d54-003b-4d96-8f54-e44d74b1f096
churn
0.011276
0
no_churn
-0.042848
-0.002382
-0.054615
-0.009929
-0.003483
-0.102299
0.040674
-0.030811
Male
61
No
No
Unemployed
Urban
Bachelor
1,671,084,000
55
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
80fd7abc-8517-4a8f-a181-892a73348a6a
churn
0.106411
0
no_churn
-0.12735
-0.019466
-0.049641
-0.023642
-0.063313
0.022222
0.015452
-0.023288
Female
20
No
No
Unemployed
Rural
High School or Below
1,671,084,000
1
Yes
No
Medium Speed
Expired
Month-to-month
<80hrs
Disabled
40ae4f06-161b-4012-83c7-856c1019341f
no_churn
0.314494
1
churn
0.244116
-0.00648
-0.043291
-0.066378
-0.007533
0.110156
0.071517
-0.015839
Female
60
No
Yes
Employed
Suburban
Bachelor
1,671,084,000
4
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
36e3e060-5645-4060-a0f3-126cfe888b21
no_churn
0.152614
0
no_churn
0.14037
-0.001307
-0.069
-0.072871
0.023227
0.078277
0.089381
-0.059097
Male
37
Yes
Yes
Employed
Suburban
Bachelor
1,671,084,000
38
Yes
No
Medium Speed
Expired
Month-to-month
100hrs+
Disabled
ee9f163d-2826-451f-bcc1-f3609da0a474
no_churn
0.073067
0
no_churn
-0.048329
-0.013712
-0.02292
-0.176541
-0.013469
0.041017
0.004099
-0.011671
Female
63
No
No
Disabled
Suburban
College
1,671,084,000
1
Yes
No
High Speed
Expired
Month-to-month
0hrs
Disabled
0c529d2c-c5b9-4102-83cf-562a905e261e
no_churn
0.534113
0
no_churn
0.208453
-0.013062
-0.026373
-0.040779
-0.033011
0.103481
-0.034755
-0.018403
Male
79
No
No
Employed
Suburban
Bachelor
1,671,084,000
42
Yes
Yes
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
dc05b191-f3d2-4b86-a32c-eab882365015
no_churn
0.050889
0
no_churn
0.007438
-0.002083
0.067188
-0.007373
0.09178
0.101813
-0.031843
-0.005898
Male
66
No
No
Medical Leave
Rural
College
1,671,084,000
29
Yes
No
Low Speed
Expired
Month-to-month
100hrs+
Disabled
92f8bf1c-0a79-43e0-93ea-cf06cadd51c2
no_churn
0.067803
0
no_churn
-0.09119
-0.009044
-0.031812
-0.013614
-0.107576
0.029377
0.020765
-0.025932
Male
21
No
No
Unemployed
Suburban
High School or Below
1,671,084,000
61
Yes
Yes
Medium Speed
In_Store_Support
One year
<80hrs
Disabled
ec075c1d-7dc2-46b9-b1a4-c3325a9d2fa7
no_churn
0.123199
0
no_churn
-0.068189
-0.002694
-0.06402
-0.006123
-0.024026
-0.084519
0.018702
-0.018157
Female
45
No
No
Unemployed
Suburban
Bachelor
1,671,084,000
7
Yes
No
Low Speed
Expired
Month-to-month
<80hrs
Disabled
3d248f0b-ad00-4e3d-bbb5-1521b93ae416
no_churn
0.106636
0
no_churn
0.025177
-0.010752
-0.037623
-0.117227
-0.074626
0.036398
0.003333
-0.023706
Female
42
No
Yes
Unemployed
Suburban
College
1,671,084,000
4
Yes
No
High Speed
Expired
Month-to-month
<80hrs
Disabled
a65d1b46-a4c0-487f-a185-50e40184ff41
no_churn
0.14958
0
no_churn
0.065648
-0.010478
-0.09188
-0.118585
-0.043407
0.047659
0.004401
-0.024455
Female
71
No
Yes
Employed
Suburban
Master
1,671,084,000
30
Yes
No
High Speed
Expired
One year
<80hrs
Disabled
675747ae-e02a-43bb-a3aa-3cb575402058
no_churn
0.025371
0
no_churn
-0.079599
-0.005302
-0.022386
-0.048601
-0.01907
-0.08468
0.007872
-0.017262
Male
56
No
Yes
Employed
Urban
High School or Below
1,671,084,000
4
Yes
Yes
Low Speed
In_Store_Support
Month-to-month
<80hrs
Disabled
4b3d4115-dcb6-40b2-8988-6dfae4327f45
no_churn
0.114973
0
no_churn
0.122925
-0.009708
0.035766
-0.089337
-0.061998
0.098726
0.117423
-0.056459
Female
63
No
No
Employed
Urban
College
1,671,084,000
10
Yes
No
Low Speed
Expired
Two year
0hrs
Disabled
cf866a55-49a6-4e58-8179-416cb8a7a9f4
no_churn
0.009861
0
no_churn
-0.011507
-0.006274
-0.018819
-0.072358
0.000654
-0.117343
-0.018674
-0.024705
Male
70
Yes
No
Employed
Suburban
High School or Below
1,671,084,000
4
Yes
No
High Speed
Expired
Month-to-month
<80hrs
Disabled
213fdbed-b257-4bac-9114-4b8f30fdd330
no_churn
0.19314
0
no_churn
0.065648
-0.010478
-0.09188
-0.118585
-0.043407
0.047659
0.004401
-0.024455
Female
60
No
No
Unemployed
Suburban
Bachelor
1,671,084,000
30
Yes
No
Low Speed
Expired
Month-to-month
100hrs+
Disabled
51f672f9-1d5f-4afe-a137-302c33aa5932
no_churn
0.011045
0
no_churn
-0.05887
-0.010844
-0.027169
-0.024148
-0.133159
0.038233
0.01737
-0.022821
Male
65
Yes
Yes
Employed
Suburban
High School or Below
1,671,084,000
22
Yes
Yes
Low Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
130a373f-511c-4a7c-ba7e-8370d4825c37
no_churn
0.042715
0
no_churn
-0.045058
-0.007384
0.018233
-0.075153
0.004434
0.062759
-0.04826
-0.071052
Female
31
No
No
Employed
Urban
Bachelor
1,671,084,000
57
Yes
No
Low Speed
Expired
Month-to-month
100hrs+
Disabled
b0f70666-be60-4957-bafd-1665a45defb9
no_churn
0.02111
0
no_churn
-0.124261
-0.010783
-0.050969
-0.041707
-0.051318
0.026753
0.018985
-0.025727
Female
66
No
No
Employed
Suburban
High School or Below
1,671,084,000
2
Yes
No
Medium Speed
Expired
Month-to-month
<80hrs
Disabled
4bebc533-0803-4661-8e4a-7e2d8abf3a55
no_churn
0.185563
0
no_churn
0.121811
-0.010172
-0.051078
-0.078475
-0.033113
0.059329
0.075007
-0.029428
Female
72
No
No
Employed
Rural
Bachelor
1,671,084,000
50
Yes
No
High Speed
Expired
Month-to-month
0hrs
Disabled
7f441a15-71e3-4c9e-b0cf-844d27ab5e74
no_churn
0.035108
0
no_churn
-0.094258
-0.00699
-0.099531
-0.039577
-0.036379
0.038252
-0.016534
-0.01401
Male
74
No
Yes
Unemployed
Rural
Master
1,671,084,000
65
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Disabled
685bea98-21e2-48a7-b1bc-e31ea100ada0
no_churn
0.007614
0
no_churn
-0.122097
-0.00274
0.043507
0.030876
0.075663
0.080903
0.038623
-0.0199
Male
32
No
No
Employed
Suburban
College
1,671,084,000
2
Yes
No
Low Speed
Expired
Month-to-month
0hrs
Disabled
12a1711d-bf88-4698-a51b-81081f2c6619
no_churn
0.532169
0
no_churn
0.209961
-0.012944
-0.01992
-0.049625
0.042746
0.095723
-0.01107
-0.040642
Male
57
No
No
Employed
Suburban
Master
1,671,084,000
3
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
100hrs+
Disabled
030fda12-928d-44ca-9023-5eb12c09f3ed
no_churn
0.159217
0
no_churn
0.084241
-0.006229
-0.054917
-0.007036
0.011
0.098046
0.062645
-0.046174
Female
44
Yes
No
Unemployed
Suburban
College
1,671,084,000
24
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Disabled
8a8540ab-9bc4-4168-b8c7-2e424650d590
no_churn
0.241413
1
churn
-0.106363
-0.008294
0.066836
-0.040532
0.061752
0.071118
-0.029522
-0.004022
Female
36
Yes
No
Employed
Suburban
High School or Below
1,671,084,000
12
Yes
Yes
Medium Speed
Web_Chat_Support
Month-to-month
100hrs+
Disabled
2a8180f5-b6bd-4b29-bb25-01bc89d4b8e7
no_churn
0.008803
0
no_churn
0.036424
-0.005159
0.031605
-0.125465
0.07189
0.094251
0.109538
-0.06211
Male
63
No
No
Disabled
Suburban
High School or Below
1,671,084,000
51
Yes
Yes
High Speed
Expired
Month-to-month
<80hrs
Disabled
f45aef96-c53e-48bd-9374-2f29070d1bd7
no_churn
0.00695
0
no_churn
-0.084858
-0.005078
0.042499
-0.021717
-0.115616
0.051451
-0.005181
-0.008027
Male
27
No
Yes
Unemployed
Suburban
High School or Below
1,671,084,000
41
Yes
No
Medium Speed
Expired
Month-to-month
100hrs+
Disabled
9ca2b560-6154-4ffc-ae91-6bcfb34a2243
no_churn
0.132147
0
no_churn
-0.078147
-0.015449
-0.025499
-0.054276
-0.10605
0.031862
0.009382
-0.020849
Male
59
No
No
Unemployed
Suburban
Master
1,671,084,000
37
Yes
No
Low Speed
Expired
One year
100hrs+
Disabled
dd0fcd52-0b1f-4ae0-b46f-430016928d0b
no_churn
0.029073
0
no_churn
-0.05791
-0.00481
-0.020911
-0.036631
-0.009525
-0.056125
0.038896
-0.042009
Female
51
Yes
No
Employed
Urban
College
1,671,084,000
15
Yes
No
Medium Speed
Web_Chat_Support
Month-to-month
<80hrs
Disabled
11e67b09-f860-43b6-9774-ea4496dd3006
no_churn
0.037543
0
no_churn
0.085885
-0.001978
0.007578
-0.024977
0.072566
0.105389
0.073621
-0.050251
Male
57
Yes
Yes
Unemployed
Suburban
Bachelor
1,671,084,000
1
Yes
No
Low Speed
Expired
Month-to-month
100hrs+
Disabled
e4fc2361-9274-4f12-ad63-59177e5883c9
no_churn
0.319711
1
churn
0.18506
-0.013081
-0.095902
-0.034473
-0.058075
0.096768
0.030791
-0.020321
Female
68
No
Yes
Employed
Suburban
Master
1,671,084,000
72
Yes
Yes
High Speed
Expired
Two year
100hrs+
Disabled
69826ae9-0035-403a-aea9-8c585b2ca0f7
no_churn
0.002989
0
no_churn
-0.096888
-0.004858
0.004773
-0.027838
-0.014716
-0.134363
0.02163
-0.016767
Female
64
No
No
Employed
Suburban
High School or Below
1,671,084,000
1
Yes
No
High Speed
Web_Chat_Support
Month-to-month
100hrs+
Disabled
e01c90c9-325a-429c-9e86-aa371f52e07a
no_churn
0.635332
1
churn
0.263506
-0.009693
-0.025628
-0.025964
0.094741
0.134205
0.082925
-0.049345
Female
80
No
Yes
Employed
Rural
Master
1,671,084,000
68
No
No phone service
Low Speed
Expired
Two year
<80hrs
Disabled
7e491afd-9973-44a2-b255-ee3fae097f0f
no_churn
0.073679
0
no_churn
-0.089901
0.018844
0.004255
-0.031322
-0.013041
-0.152286
0.010216
-0.01579
Female
80
Yes
No
Unemployed
Urban
Bachelor
1,671,084,000
5
Yes
No
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Disabled
9a2edb59-5904-4f60-bdac-156b9b6f703f
no_churn
0.137491
0
no_churn
0.117633
-0.006899
-0.086323
0.01193
0.084527
0.095897
-0.009046
-0.017638
Female
37
No
No
Employed
Rural
Bachelor
1,671,084,000
2
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Disabled
07888c85-1a3f-4110-856a-9fbd8b8b1da7
no_churn
0.513778
0
no_churn
0.20585
-0.012621
-0.086967
-0.047225
-0.029897
0.08273
0.045627
-0.030551
Male
40
No
Yes
Employed
Urban
College
1,671,084,000
43
Yes
Yes
Medium Speed
Expired
Month-to-month
<80hrs
Disabled
41b50d34-814a-46dc-b517-07bc76258166
no_churn
0.024241
0
no_churn
-0.109516
-0.011155
-0.008279
-0.089384
-0.032408
0.038978
0.025433
-0.032696
Male
54
No
No
Employed
Rural
Bachelor
1,671,084,000
23
Yes
No
Low Speed
Expired
One year
0hrs
Disabled
658da757-5b31-479c-bb83-a87b01df0ae1
no_churn
0.024627
0
no_churn
-0.066164
-0.004738
-0.040473
-0.036831
0.010316
-0.076086
-0.020048
-0.035002
Female
59
No
Yes
Employed
Suburban
College
1,671,084,000
1
Yes
No
High Speed
Expired
Month-to-month
<80hrs
Disabled
02c9515e-a6f8-4ce5-9d27-abcdff898e06
no_churn
0.337465
0
no_churn
0.319408
-0.009477
-0.014906
-0.012672
-0.02531
0.124034
0.101035
-0.045251
Female
27
Yes
No
Unemployed
Suburban
Master
1,671,084,000
14
Yes
No
High Speed
Expired
Month-to-month
100hrs+
Active
92859472-289f-4c76-8f7b-850534f144d6
no_churn
0.448785
0
no_churn
0.057275
-0.011211
-0.060662
-0.075532
-0.103167
0.03684
0.065677
0.061753
Female
40
No
No
Employed
Suburban
High School or Below
1,671,084,000
2
Yes
No
Low Speed
Expired
Month-to-month
100hrs+
Active
3d45fe60-2c93-47a5-bc44-9284947a5937
no_churn
0.672735
1
churn
0.282337
-0.006567
-0.046715
0.069512
-0.008419
0.119451
0.093569
0.075306
Female
56
Yes
No
Disabled
Suburban
Bachelor
1,671,084,000
50
Yes
Yes
High Speed
Expired
Month-to-month
<80hrs
Active
793c1ae0-62c8-4a89-9279-2ef3ad76edbe
no_churn
0.228404
0
no_churn
-0.04364
-0.004354
0.063139
-0.056994
-0.078621
0.072289
-0.009637
-0.011209
Female
69
No
No
Employed
Suburban
High School or Below
1,671,084,000
34
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
aa868bec-ce81-4029-b016-7c7327ef6793
no_churn
0.551724
1
churn
-0.024362
-0.003333
0.073155
0.03937
0.148306
0.066857
0.075961
0.09252
Male
70
No
Yes
Employed
Suburban
Bachelor
1,671,084,000
45
Yes
Yes
High Speed
Expired
Month-to-month
<80hrs
Active
22d510d8-2a73-44d3-8917-1d1d796e4579
no_churn
0.300233
0
no_churn
-0.118945
-0.004817
0.035151
-0.032036
-0.122762
0.062987
0.039422
0.039117
Male
34
No
No
Unemployed
Rural
College
1,671,084,000
41
Yes
Yes
Medium Speed
Expired
Month-to-month
100hrs+
Active
ba1140b7-8135-40f0-9260-e82603a5295d
no_churn
0.70615
1
churn
-0.08504
-0.009631
0.03282
-0.085815
-0.10347
0.060011
0.033454
0.056311
Female
64
No
No
Employed
Suburban
Bachelor
1,671,084,000
19
Yes
Yes
High Speed
Expired
Month-to-month
<80hrs
Active
c54a9d34-9e5e-4fd7-85c9-029a8d5eece3
no_churn
0.30764
1
churn
-0.007035
-0.011553
0.033941
-0.064706
-0.133751
0.039125
0.005123
0.048164
Female
30
No
No
Employed
Suburban
Bachelor
1,671,084,000
17
Yes
No
High Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
37fcdd2c-eb04-4f57-9677-3abb51502b37
no_churn
0.397776
0
no_churn
-0.046228
-0.008552
-0.116385
-0.023792
0.054161
0.061365
-0.048653
-0.000942
Female
58
No
No
Employed
Suburban
High School or Below
1,671,084,000
2
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
591e45ca-3355-41d2-85e2-138f0a511f9c
no_churn
0.420501
0
no_churn
0.262843
-0.004901
0.022256
-0.016562
0.0647
0.145844
0.132134
0.12466
Male
72
No
No
Employed
Suburban
Doctor
1,671,084,000
5
Yes
No
Low Speed
Expired
Month-to-month
<80hrs
Active
a8516ab0-4a60-4ca2-b7f4-3f7ac3bcd2c2
no_churn
0.767819
1
churn
0.088128
-0.011834
-0.075213
-0.069341
-0.063801
0.033375
-0.112917
0.032578
Female
49
No
Yes
Employed
Suburban
Master
1,671,084,000
40
Yes
Yes
Low Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
be3b3d90-fdbe-413c-9847-dc7dfcf1c2ba
no_churn
0.512272
1
churn
-0.15498
-0.006005
0.002997
-0.127608
0.0439
0.043435
-0.053357
0.082591
Male
73
No
Yes
Unemployed
Rural
College
1,671,084,000
29
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
6e579bc1-a78f-42f8-9769-5b248e4af78a
no_churn
0.127045
0
no_churn
0.015888
-0.004086
-0.036618
0.11981
0.160795
0.106047
0.052399
0.064525
Male
79
No
Yes
Unemployed
Suburban
College
1,671,084,000
12
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
100hrs+
Active
45d87454-a7a2-4f5c-a702-3c54163b5723
no_churn
0.83959
1
churn
0.059398
-0.0024
0.068328
0.012367
0.072232
0.079385
0.05405
0.049364
Male
76
No
No
Unemployed
Urban
High School or Below
1,671,084,000
29
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<80hrs
Active
9acbef53-3f53-4e01-9af9-f6a71a199ee2
no_churn
0.66618
1
churn
0.001088
-0.002155
0.111315
0.088973
0.048708
0.122046
0.076029
0.051633
Female
63
No
No
Employed
Suburban
College
1,671,084,000
7
Yes
No
Fiber optic
Expired
Month-to-month
100hrs+
Active
a7e3cb70-f674-4a36-a2ad-76fe53c74245
no_churn
0.67519
1
churn
0.026422
-0.005295
-0.039789
0.072522
-0.146131
0.014102
-0.046808
-0.084049
Male
35
No
No
Medical Leave
Rural
High School or Below
1,671,084,000
1
Yes
No
Fiber optic
Expired
Month-to-month
<80hrs
Active
882a4f79-0667-494c-953c-43d78347e547
no_churn
0.778443
1
churn
0.245251
-0.00601
-0.00263
0.0808
-0.047483
0.102278
0.167157
0.053278
Male
64
No
Yes
Employed
Urban
College
1,671,084,000
48
Yes
No
Fiber optic
Expired
Month-to-month
<80hrs
Active
82e797d1-552a-487a-89a8-78ed3029fcdf
churn
0.192863
0
no_churn
-0.091537
-0.002493
-0.068408
0.140803
0.078174
0.056598
0.088234
0.039603
Male
70
No
Yes
Retired
Suburban
College
1,671,084,000
1
Yes
Yes
Fiber optic
Expired
Month-to-month
<80hrs
Active
3c9da0ad-2cb9-4d0d-8a3b-3b11fb281831
no_churn
0.917107
1
churn
0.23957
-0.005839
0.000127
0.040839
-0.075262
0.112616
0.064433
0.011989
Male
37
No
No
Unemployed
Suburban
College
1,671,084,000