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0
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2 values
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4 values
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3 values
MonthlyStreamingTime
stringclasses
4 values
PremiumHDStreaming
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2 values
prediction_id
stringlengths
36
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prediction_label
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2 values
prediction_score
float64
0
0.95
actual_score
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0
1
actual_label
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shap/Tenure
float64
-0.3
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shap/PhoneService
float64
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shap/MultipleLines
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shap/InternetSpeed
float64
-0.22
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shap/SupportEligibility
float64
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shap/Contract
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shap/MonthlyStreamingTime
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0.23
shap/PremiumHDStreaming
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Gender
stringclasses
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Age
int64
20
80
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5 values
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3 values
Education
stringclasses
5 values
timestamp
int64
1.67B
1.67B
42
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
100hrs+
Active
2fd9025b-7949-455c-9a94-d69eddd701c4
no_churn
0.488427
1
churn
-0.085822
-0.004668
0.042738
0.047329
0.022899
0.071658
-0.046125
0.004333
Male
66
Yes
No
Employed
Suburban
High School or Below
1,673,244,000
1
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
<50hrs
Active
5393d625-d75d-4b5a-866d-06d810561db3
churn
0.880348
1
churn
0.220842
-0.005909
-0.061361
0.083931
0.036071
0.142791
0.000402
0.013149
Male
31
No
No
Unemployed
Suburban
Bachelor
1,673,244,000
46
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
9f02251a-e4f0-43b7-abd7-619ca24037da
no_churn
0.279254
0
no_churn
-0.213402
-0.004494
-0.035853
0.031097
0.009421
0.032895
-0.040268
-0.024135
Female
36
No
No
Employed
Suburban
Master
1,673,244,000
12
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
f9ebbe3e-0140-476f-9ade-5d994a9e6efe
churn
0.493992
1
churn
0.039429
-0.001228
0.07312
0.060426
0.008267
0.131609
-0.013412
-0.025854
Male
58
Yes
No
Employed
Urban
Bachelor
1,673,244,000
1
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
49ca07e0-734f-4d75-b0ba-3565aced0573
churn
0.834601
1
churn
0.279085
-0.006103
0.023676
0.165613
0.043398
0.157234
-0.021751
-0.028467
Male
23
No
Yes
Employed
Suburban
Bachelor
1,673,244,000
20
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
cacdbab8-85f8-48f1-8dc6-c5dd4f4b2e7e
no_churn
0.239475
0
no_churn
-0.045128
-0.003714
-0.069859
0.095833
0.042611
0.083733
-0.026231
-0.046738
Female
50
No
Yes
Employed
Suburban
Doctor
1,673,244,000
7
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
88ee9e71-30d7-47a9-9273-5689c65f450e
churn
0.757179
1
churn
0.115651
-0.000912
0.048365
0.198538
0.018537
0.139979
-0.00761
-0.033888
Female
70
Yes
Yes
Employed
Suburban
High School or Below
1,673,244,000
10
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
9dfc5da9-7e17-4c37-a3d9-bc43ff44fb9b
churn
0.603092
1
churn
0.091899
-0.004987
-0.023741
0.164174
0.045899
0.119718
-0.038699
-0.005558
Female
49
No
Yes
Employed
Suburban
College
1,673,244,000
17
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
5dbbb4a8-7a4b-44f8-bdff-d45a618af503
churn
0.437962
1
churn
0.172153
-0.002771
-0.005461
0.121508
0.044121
0.13803
-0.00417
0.015218
Female
32
Yes
Yes
Retired
Suburban
High School or Below
1,673,244,000
1
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
7fb853d7-be3b-4813-ad4a-d415fa0791d4
churn
0.818933
1
churn
0.303582
-0.006625
-0.032842
0.135235
0.072651
0.150208
-0.018065
-0.012272
Female
49
No
No
Employed
Suburban
High School or Below
1,673,244,000
42
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
9e3e7ab4-2334-4948-a2c0-af3e0c861210
no_churn
0.096096
0
no_churn
0.002064
-0.002232
-0.062988
0.103895
0.025581
0.110937
-0.035344
-0.015785
Male
24
No
Yes
Employed
Suburban
High School or Below
1,673,244,000
2
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
4b68f902-0156-4d36-b2d6-08d41163269d
churn
0.592976
1
churn
0.174174
-0.008033
-0.038621
0.132155
-0.019933
0.124624
-0.014465
-0.040643
Female
31
No
No
Employed
Suburban
Bachelor
1,673,244,000
7
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
8511ca4e-6ae3-4c25-895e-11bb3fa66d11
churn
0.51893
1
churn
0.115651
-0.000912
0.048365
0.198538
0.018537
0.139979
-0.00761
-0.033888
Female
56
Yes
Yes
Medical Leave
Urban
Bachelor
1,673,244,000
37
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
377ff6d0-08ff-4417-aee2-834ae02b3ecc
no_churn
0.094678
0
no_churn
-0.128372
-0.010711
-0.079002
0.070656
-0.050393
0.052284
-0.010449
-0.008066
Male
23
No
No
Employed
Rural
High School or Below
1,673,244,000
50
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
c6f6855f-c1d8-4aa1-82fc-89e63ca37701
churn
0.532964
1
churn
0.072835
0.000405
0.088634
0.110778
0.116363
0.142153
0.000232
0.015236
Female
39
Yes
No
Disabled
Rural
High School or Below
1,673,244,000
1
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
e9189708-4b97-422c-893f-ccfdfb591538
no_churn
0.888535
0
no_churn
0.279085
-0.006103
0.023676
0.165613
0.043398
0.157234
-0.021751
-0.028467
Female
79
No
No
Employed
Suburban
High School or Below
1,673,244,000
1
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
009cf878-4097-47b2-a938-6dee51a0ad03
no_churn
0.821042
0
no_churn
0.303582
-0.006625
-0.032842
0.135235
0.072651
0.150208
-0.018065
-0.012272
Female
65
No
No
Employed
Rural
Bachelor
1,673,244,000
31
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
55df12e4-049f-422b-9346-ff75d23f2241
no_churn
0.366386
0
no_churn
-0.082752
-0.005115
0.041376
0.089668
0.007607
0.082758
-0.039369
-0.030718
Female
56
No
Yes
Unemployed
Suburban
College
1,673,244,000
15
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
aa603443-52fb-40b2-b3f0-26793c5d4292
churn
0.64595
1
churn
0.084784
-0.00214
0.032851
0.046777
0.015984
0.13707
-0.027881
-0.0102
Male
31
No
No
Disabled
Suburban
College
1,673,244,000
64
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
0be2a046-3231-4b86-8edc-c021a2e19fee
no_churn
0.043727
0
no_churn
-0.223043
-0.004841
-0.038001
0.002604
-0.00626
0.03786
-0.021565
-0.01578
Female
60
No
No
Employed
Suburban
Master
1,673,244,000
1
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
c0259978-e681-4a08-a496-0ebc6c44d649
churn
0.814638
1
churn
0.303582
-0.006625
-0.032842
0.135235
0.072651
0.150208
-0.018065
-0.012272
Male
22
No
No
Disabled
Suburban
Bachelor
1,673,244,000
7
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
8bb1ff65-14b1-409a-8682-b1b752d931cc
churn
0.653132
1
churn
0.115651
-0.000912
0.048365
0.198538
0.018537
0.139979
-0.00761
-0.033888
Female
78
No
Yes
Employed
Suburban
College
1,673,244,000
50
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
9d3942ff-cf00-4354-bc65-ad8e5b9a4232
no_churn
0.333854
0
no_churn
0.072835
0.000405
0.088634
0.110778
0.116363
0.142153
0.000232
0.015236
Male
67
No
No
Employed
Suburban
College
1,673,244,000
21
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
dda25d18-d2ab-499b-98ca-0dd5bb46e6f9
no_churn
0.334096
0
no_churn
-0.004141
-0.00256
-0.007087
0.122983
0.060045
0.096059
-0.01971
-0.022515
Female
65
No
No
Employed
Rural
College
1,673,244,000
3
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
4f89e432-4ae0-4eea-9a4a-8a4ef5ac293c
churn
0.697126
1
churn
0.212043
-0.004813
0.093168
0.134409
0.016871
0.155008
-0.019491
-0.02318
Female
66
No
Yes
Disabled
Suburban
Master
1,673,244,000
67
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
d38e892d-f084-4af1-8b36-fbfe1537664d
no_churn
0.145862
0
no_churn
-0.152994
-0.003182
0.060962
0.059378
0.035345
0.054726
-0.001357
-0.010218
Female
65
No
No
Unemployed
Urban
High School or Below
1,673,244,000
49
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
b83c17f6-ee21-426e-b152-f49a9b6c3d05
churn
0.453237
1
churn
-0.064309
-0.001687
0.109327
0.0559
0.000835
0.104889
-0.021242
-0.01427
Female
59
Yes
Yes
Employed
Rural
High School or Below
1,673,244,000
1
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
08043f28-a745-448d-9c5d-c3c1bd558243
churn
0.756187
1
churn
0.303582
-0.006625
-0.032842
0.135235
0.072651
0.150208
-0.018065
-0.012272
Female
67
No
No
Employed
Rural
Bachelor
1,673,244,000
65
Yes
Yes
Fiber optic
Web_Chat_Support
One year
0hrs
Disabled
e8b9f473-2f3b-44dc-ba3e-fd73ac8b5d12
churn
0.14352
1
churn
0.079373
-0.00035
0.102263
0.113986
0.085336
0.00342
-0.00061
0.010485
Female
52
No
Yes
Unemployed
Suburban
High School or Below
1,673,244,000
1
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
7bf8d4fd-1eeb-4fdb-a424-5436519c51ba
churn
0.863913
1
churn
0.279085
-0.006103
0.023676
0.165613
0.043398
0.157234
-0.021751
-0.028467
Female
62
No
Yes
Unemployed
Rural
High School or Below
1,673,244,000
18
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
a4d049ed-44b9-47e5-adbf-8bbd850de391
no_churn
0.267003
0
no_churn
-0.119614
-0.00632
0.066713
0.062724
-0.017455
0.084556
-0.036752
-0.040047
Male
66
No
No
Employed
Suburban
Bachelor
1,673,244,000
5
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
efc257df-70b3-4d5f-b8fd-d991b0c8673a
no_churn
0.426043
0
no_churn
0.09493
-0.005606
-0.075238
0.061633
0.011272
0.112655
-0.015544
-0.03558
Male
31
No
No
Disabled
Suburban
Doctor
1,673,244,000
13
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
847d4266-395b-4754-8936-585533fbc058
no_churn
0.366956
0
no_churn
0.052194
-0.005021
-0.0668
0.148805
-0.008346
0.108179
-0.039669
-0.027313
Female
48
No
Yes
Employed
Suburban
Bachelor
1,673,244,000
1
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
0e4ae2e0-ecf9-4d65-8164-2e51b6e08476
churn
0.816207
1
churn
0.303582
-0.006625
-0.032842
0.135235
0.072651
0.150208
-0.018065
-0.012272
Male
49
No
Yes
Employed
Suburban
Bachelor
1,673,244,000
54
Yes
Yes
High Speed
In_Store_Support
Month-to-month
<80hrs
Active
0e25b1af-e745-44ce-b025-4dfb3065e927
no_churn
0.016344
0
no_churn
-0.128472
-0.014444
-0.003075
-0.027348
-0.114892
0.030679
0.025624
0.041462
Male
78
No
Yes
Employed
Rural
College
1,673,244,000
37
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<50hrs
Active
2d41d961-d174-4c74-87ef-ffaa7db39f94
churn
0.59831
1
churn
0.006605
-0.003307
0.146481
0.119195
0.075384
0.144175
0.113117
0.057887
Male
31
No
No
Employed
Urban
High School or Below
1,673,244,000
41
Yes
No
High Speed
Phone_Support
Two year
<50hrs
Active
508aa221-3af9-40bc-80cc-1317105a047f
no_churn
0.059513
0
no_churn
-0.061475
-0.001956
-0.017909
-0.018548
0.047089
-0.0935
0.013363
0.053909
Female
76
No
No
Employed
Rural
High School or Below
1,673,244,000
66
Yes
Yes
Fiber optic
Phone_Support
One year
<80hrs
Active
723f011c-14f6-48f2-89ba-b6dc8ff9f2b1
no_churn
0.344126
0
no_churn
-0.104025
-0.001914
0.018559
-0.008667
0.000406
-0.147097
-0.002336
0.026049
Male
33
No
Yes
Employed
Suburban
College
1,673,244,000
52
Yes
Yes
Low Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
8077234b-f63e-46ae-b4ec-fd3a8d3f32e6
churn
0.026741
0
no_churn
-0.119149
-0.000037
0.055449
0.007078
0.063993
0.132254
0.093567
0.117818
Male
20
No
Yes
Employed
Suburban
Bachelor
1,673,244,000
38
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
f2235fd8-7a2f-4758-b2e3-eab162491669
no_churn
0.015391
0
no_churn
-0.069155
-0.011839
-0.030281
-0.114873
-0.014857
0.038313
-0.030718
-0.035617
Male
67
Yes
No
Employed
Suburban
Bachelor
1,673,244,000
56
Yes
No
High Speed
Phone_Support
Month-to-month
<50hrs
Active
d39e076d-bcad-48b3-9b50-7f08be3cf8bd
no_churn
0.12891
0
no_churn
-0.029341
-0.001527
-0.039585
-0.001742
0.095773
0.068937
0.027183
0.071276
Male
23
No
No
Unemployed
Suburban
High School or Below
1,673,244,000
50
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
e89e80c3-f387-457b-a584-c17bd014e8db
no_churn
0.333854
0
no_churn
0.072835
0.000405
0.088634
0.110778
0.116363
0.142153
0.000232
0.015236
Male
59
Yes
Yes
Employed
Suburban
Master
1,673,244,000
48
Yes
Yes
Fiber optic
Phone_Support
Month-to-month
<50hrs
Active
dcedbe54-c761-459e-9961-4370b05eec1b
no_churn
0.335144
0
no_churn
0.051888
-0.002097
0.057914
0.11399
0.09989
0.137499
0.114922
0.060301
Male
80
No
No
Unemployed
Suburban
High School or Below
1,673,244,000
63
Yes
No
High Speed
Phone_Support
Two year
0hrs
Disabled
2d0b8bf0-ff23-45c8-a325-fad5cdc3865d
no_churn
0.0071
0
no_churn
-0.062258
-0.003367
-0.015793
-0.017677
0.003618
-0.121557
-0.023638
-0.028354
Female
62
No
No
Unemployed
Suburban
Bachelor
1,673,244,000
5
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
b8b1c8e4-a694-4667-a41f-b891ba126bca
no_churn
0.426043
0
no_churn
0.09493
-0.005606
-0.075238
0.061633
0.011272
0.112655
-0.015544
-0.03558
Female
27
No
Yes
Employed
Suburban
College
1,673,244,000
52
Yes
No
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
23d3ec40-e448-4656-9311-45d1c9812e78
no_churn
0.027288
0
no_churn
-0.055615
-0.00274
-0.071078
-0.049366
0.047246
0.057668
-0.036647
-0.058495
Male
46
No
No
Employed
Rural
Master
1,673,244,000
7
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
541f1a04-2f05-4b31-baa5-b68404586244
churn
0.653132
1
churn
0.115651
-0.000912
0.048365
0.198538
0.018537
0.139979
-0.00761
-0.033888
Female
57
No
No
Employed
Urban
Bachelor
1,673,244,000
12
Yes
No
Medium Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
5fb3fe8b-ab38-444d-b837-bd2e135411f4
no_churn
0.494606
0
no_churn
0.084354
0.000475
0.027115
0.127318
0.081015
0.127384
0.088231
0.125083
Male
80
Yes
No
Medical Leave
Suburban
Master
1,673,244,000
38
Yes
No
High Speed
Phone_Support
Two year
100hrs+
Active
bd7d85f5-007a-487f-9fa1-9029fb1cffb4
no_churn
0.016996
0
no_churn
-0.042401
-0.001475
0.002997
0.006282
0.07663
-0.052632
0.066566
0.065008
Female
29
No
Yes
Disabled
Rural
College
1,673,244,000
62
Yes
Yes
Medium Speed
Web_Chat_Support
One year
100hrs+
Active
d21fa34d-0c3a-4b92-a3d5-bbea2bc63722
no_churn
0.115781
0
no_churn
0.063728
0.001975
0.037812
0.100777
0.131614
0.026863
0.122693
0.115511
Female
49
No
Yes
Medical Leave
Suburban
Bachelor
1,673,244,000
49
Yes
Yes
Fiber optic
In_Store_Support
Two year
<80hrs
Active
4efbcc18-9c1b-4445-b019-a0b7a9d6a285
churn
0.264656
1
churn
-0.036286
-0.00221
0.048777
0.088344
-0.041291
-0.204135
0.061807
0.038469
Male
26
Yes
Yes
Employed
Suburban
College
1,673,244,000
23
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
ceebbbfb-bbde-422b-a5bc-3296bb8bff9c
no_churn
0.128976
0
no_churn
-0.116808
-0.007133
-0.034213
-0.042855
-0.028061
0.041407
-0.023745
-0.019283
Female
67
No
No
Employed
Suburban
High School or Below
1,673,244,000
24
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
95e99c7f-ce2d-4104-899f-db926f8d0c01
churn
0.746831
1
churn
-0.178395
-0.005525
0.038622
-0.089614
0.029278
0.04305
-0.118375
0.021933
Male
29
No
No
Retired
Suburban
College
1,673,244,000
27
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
f39b700b-3304-4093-8fe3-afcd326ca726
no_churn
0.448763
0
no_churn
-0.158062
-0.002392
-0.062916
-0.132167
0.032737
0.042658
-0.036767
0.067882
Female
78
No
Yes
Employed
Suburban
Bachelor
1,673,244,000
54
Yes
Yes
High Speed
In_Store_Support
Month-to-month
100hrs+
Active
35933492-6fc2-4af9-a425-0b246eb52d59
no_churn
0.069636
0
no_churn
-0.056057
-0.006662
0.035726
-0.094929
-0.072408
0.049416
0.031638
0.05425
Male
21
No
No
Unemployed
Rural
College
1,673,244,000
72
Yes
No
High Speed
In_Store_Support
Month-to-month
100hrs+
Active
6265fad6-12da-4e2e-a3ab-fdb33adcd4a4
churn
0.002767
0
no_churn
-0.100308
-0.006274
-0.025101
-0.023168
-0.109362
0.034555
-0.013614
0.014247
Male
39
No
Yes
Employed
Suburban
Bachelor
1,673,244,000
62
Yes
Yes
Low Speed
In_Store_Support
Two year
0hrs
Disabled
52f08a98-3d2d-4d37-979a-600ae4cd9ee9
no_churn
0.005044
0
no_churn
-0.063108
-0.00368
-0.010492
-0.029893
-0.022386
-0.10885
-0.013491
-0.017128
Female
54
No
Yes
Employed
Suburban
High School or Below
1,673,244,000
72
Yes
Yes
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
611ac9ac-8df1-43a9-9cf6-432f937cdb21
no_churn
0.005546
0
no_churn
-0.105038
-0.006346
-0.034191
-0.032599
-0.06161
0.033616
-0.017203
-0.025656
Female
40
Yes
No
Medical Leave
Urban
Bachelor
1,673,244,000
35
Yes
Yes
High Speed
Phone_Support
Two year
<50hrs
Active
47331bd3-8a3a-433f-9ef5-8c08f7747899
no_churn
0.187001
0
no_churn
-0.09009
-0.002257
0.008599
-0.030884
0.049971
-0.109889
0.017464
0.04806
Female
58
No
Yes
Employed
Suburban
Master
1,673,244,000
15
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
2c44c841-4081-40ae-a9a7-13af3bb347cd
no_churn
0.036185
0
no_churn
-0.037359
-0.009558
-0.011984
-0.078164
-0.072579
0.050141
-0.034257
-0.037489
Female
59
No
Yes
Employed
Suburban
High School or Below
1,673,244,000
1
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
6b7f9907-c05b-4144-b8e0-f9bfb0d953a2
churn
0.816207
1
churn
0.303582
-0.006625
-0.032842
0.135235
0.072651
0.150208
-0.018065
-0.012272
Male
72
No
Yes
Unemployed
Suburban
Bachelor
1,673,244,000
45
No
No phone service
Low Speed
In_Store_Support
One year
<50hrs
Active
fb6c5223-a143-4fa3-b439-d69d343066ef
no_churn
0.157415
0
no_churn
-0.095529
0.024524
-0.007756
-0.045734
-0.002123
-0.078272
0.009856
0.016006
Male
69
No
Yes
Unemployed
Suburban
High School or Below
1,673,244,000
15
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
11731467-9adf-42ed-9112-7ef462b1fde1
no_churn
0.103395
0
no_churn
-0.037359
-0.009558
-0.011984
-0.078164
-0.072579
0.050141
-0.034257
-0.037489
Male
24
Yes
No
Employed
Rural
Bachelor
1,673,244,000
72
Yes
Yes
Low Speed
Phone_Support
Two year
<50hrs
Active
5f6c071b-463a-43a0-b277-4398a9185119
no_churn
0.004429
0
no_churn
-0.163208
-0.002079
-0.002058
-0.008658
0.018613
-0.185417
0.027163
0.046617
Male
48
No
No
Employed
Suburban
High School or Below
1,673,244,000
39
Yes
Yes
High Speed
In_Store_Support
Two year
0hrs
Disabled
cd6de141-8fb2-46b7-8b80-651661e1a54b
no_churn
0.00814
0
no_churn
-0.03688
-0.005681
-0.003678
-0.041075
-0.040086
-0.116469
-0.012735
-0.012422
Female
50
Yes
Yes
Employed
Urban
College
1,673,244,000
27
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
57f045bb-8fec-43bd-8375-927d68392fd4
no_churn
0.011754
0
no_churn
-0.105218
-0.014443
-0.058307
-0.035389
-0.036635
0.03495
-0.035247
-0.018737
Male
40
Yes
Yes
Unemployed
Urban
High School or Below
1,673,244,000
4
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<80hrs
Active
0499b191-60b6-4c24-923a-35420e4cfbea
churn
0.79493
1
churn
0.245503
-0.001704
0.056161
0.068925
0.077107
0.153726
0.063131
0.058126
Female
21
Yes
Yes
Employed
Suburban
High School or Below
1,673,244,000
1
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
<50hrs
Active
da864c45-3509-49ed-ba71-cd8308af0545
churn
0.89976
1
churn
0.234158
-0.004922
-0.042139
0.062038
0.126801
0.139963
0.055458
0.088784
Male
40
Yes
No
Unemployed
Urban
College
1,673,244,000
51
No
No phone service
Medium Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
f76aa86e-74aa-431e-a0d3-52a454c676a6
no_churn
0.252634
0
no_churn
-0.148103
0.020522
-0.013332
-0.064496
-0.036947
0.039378
-0.030398
-0.03565
Male
34
No
Yes
Unemployed
Suburban
High School or Below
1,673,244,000
23
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
ff069a98-da32-46a0-9a01-8f7cdb040355
no_churn
0.128976
0
no_churn
-0.116808
-0.007133
-0.034213
-0.042855
-0.028061
0.041407
-0.023745
-0.019283
Male
73
No
No
Employed
Urban
Bachelor
1,673,244,000
3
Yes
Yes
Medium Speed
Phone_Support
Month-to-month
0hrs
Disabled
b0616d71-bc80-471f-a814-2b6ff91f2d6b
no_churn
0.413849
0
no_churn
0.15019
-0.008804
0.0728
-0.141395
0.069701
0.102203
-0.040676
-0.049772
Male
37
No
No
Employed
Suburban
College
1,673,244,000
24
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
5b3fdd0b-63f6-471d-a72c-58742ab3a757
churn
0.746831
1
churn
-0.178395
-0.005525
0.038622
-0.089614
0.029278
0.04305
-0.118375
0.021933
Female
55
No
Yes
Medical Leave
Suburban
College
1,673,244,000
46
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
59972f76-cb63-490b-8f75-cd698f3ea19c
no_churn
0.279254
0
no_churn
-0.213402
-0.004494
-0.035853
0.031097
0.009421
0.032895
-0.040268
-0.024135
Female
38
No
No
Retired
Suburban
College
1,673,244,000
23
Yes
No
Low Speed
Phone_Support
Month-to-month
0hrs
Disabled
ccfdc604-bf31-4376-9967-6600d2190b50
no_churn
0.009749
0
no_churn
-0.112887
-0.011288
-0.053337
-0.032245
-0.001433
0.038162
-0.039693
-0.056306
Female
42
Yes
No
Employed
Urban
Bachelor
1,673,244,000
54
Yes
Yes
Medium Speed
Web_Chat_Support
Two year
100hrs+
Active
8591e860-d879-4330-8b8d-96013b6149e8
no_churn
0.102913
0
no_churn
-0.060715
-0.002052
-0.056103
-0.101128
0.056516
-0.118471
0.042602
0.060324
Male
74
No
No
Unemployed
Suburban
Bachelor
1,673,244,000
46
Yes
Yes
Fiber optic
In_Store_Support
Month-to-month
0hrs
Disabled
e945a285-6ba9-43db-8b73-f8d49bce9707
no_churn
0.236305
0
no_churn
-0.116454
-0.004308
0.065684
0.104124
0.005069
0.062073
-0.016602
0.002221
Female
58
No
No
Employed
Urban
High School or Below
1,673,244,000
1
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
90b88ec2-2246-4eb9-9e8b-aa7b11e4c2d7
no_churn
0.677425
0
no_churn
0.246409
-0.012075
-0.018046
-0.05183
0.030844
0.129298
-0.031416
-0.049345
Female
37
Yes
No
Medical Leave
Suburban
College
1,673,244,000
12
Yes
No
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
2be0a0f8-982c-4216-8092-9a17ed455cb0
no_churn
0.174058
0
no_churn
0.005094
-0.00411
-0.095397
-0.018486
0.003618
0.068773
-0.038072
-0.032909
Female
63
Yes
No
Employed
Rural
High School or Below
1,673,244,000
62
Yes
Yes
Low Speed
In_Store_Support
Month-to-month
0hrs
Disabled
0b7bb80b-3c13-455f-a000-baaf41be4a91
no_churn
0.005044
0
no_churn
-0.088325
-0.005003
-0.053513
-0.036642
-0.022391
0.036262
-0.023194
-0.04622
Male
45
No
No
Employed
Suburban
College
1,673,244,000
61
Yes
Yes
Fiber optic
Phone_Support
Month-to-month
<80hrs
Active
6b30dbf4-c4f7-4a24-b8fa-6c1ba35f39fa
churn
0.329115
1
churn
-0.274041
-0.004653
0.014328
-0.086072
0.00962
0.033292
0.025944
0.029223
Female
79
No
Yes
Employed
Rural
Doctor
1,673,244,000
20
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
522ff3d6-ff90-4db0-91a7-a3c7aa0bd8a5
no_churn
0.239475
0
no_churn
-0.045128
-0.003714
-0.069859
0.095833
0.042611
0.083733
-0.026231
-0.046738
Female
75
No
Yes
Employed
Rural
High School or Below
1,673,244,000
20
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
cb0e8b6a-9c0c-4e2e-978e-2f678fa4a3f7
no_churn
0.239475
0
no_churn
-0.045128
-0.003714
-0.069859
0.095833
0.042611
0.083733
-0.026231
-0.046738
Female
20
No
Yes
Employed
Urban
Bachelor
1,673,244,000
51
Yes
Yes
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
18c61543-0c7a-43b5-a673-6a4ff36afe9d
no_churn
0.035382
0
no_churn
-0.069596
-0.005393
0.026071
-0.02834
-0.150461
0.039233
-0.023923
-0.013284
Male
47
Yes
Yes
Employed
Urban
College
1,673,244,000
48
Yes
Yes
High Speed
In_Store_Support
One year
0hrs
Disabled
c9b76e96-8d04-4468-8d7d-9d64de5eb898
no_churn
0.031041
0
no_churn
-0.056475
-0.004913
-0.004605
-0.041068
-0.04221
-0.073939
-0.020848
-0.024969
Male
41
No
Yes
Unemployed
Rural
College
1,673,244,000
6
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
31b83b7b-2ce4-4731-a364-13a6ace18ab4
no_churn
0.263569
0
no_churn
-0.019614
-0.015739
-0.029274
-0.133685
0.012223
0.048289
-0.051672
-0.067054
Female
23
No
Yes
Employed
Suburban
College
1,673,244,000
23
Yes
No
Low Speed
Phone_Support
Two year
0hrs
Disabled
f3c3c660-1771-416a-9af6-af2bc99a7cbf
no_churn
0.009749
0
no_churn
-0.056629
-0.006283
-0.023674
-0.021521
0.009589
-0.093913
-0.034273
-0.042322
Male
47
No
Yes
Employed
Rural
Bachelor
1,673,244,000
7
No
No phone service
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
9b493945-f0fe-4bc6-bc6b-d004a6e3c1ce
no_churn
0.233561
0
no_churn
-0.089431
0.026451
0.015172
-0.094989
0.033558
0.069854
-0.043586
-0.056056
Female
35
No
No
Employed
Suburban
Bachelor
1,673,244,000
32
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<80hrs
Active
b813b22a-90c2-4fdf-b6cb-c09af59e2eed
no_churn
0.519632
0
no_churn
-0.02484
-0.001374
0.061216
0.070497
0.033173
0.098593
0.022827
0.036739
Male
26
Yes
Yes
Employed
Suburban
College
1,673,244,000
3
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
0hrs
Disabled
8be7915c-a247-4f05-a2c7-c7843d3d79e7
churn
0.697126
1
churn
0.212043
-0.004813
0.093168
0.134409
0.016871
0.155008
-0.019491
-0.02318
Male
35
Yes
Yes
Employed
Suburban
High School or Below
1,673,244,000
1
No
No phone service
Low Speed
In_Store_Support
Month-to-month
0hrs
Disabled
21c8675a-c2a8-4858-9255-38d0a19469fe
no_churn
0.540308
0
no_churn
0.192319
0.022556
-0.002802
-0.086548
-0.036245
0.106385
-0.043964
-0.037035
Female
42
No
No
Employed
Suburban
College
1,673,244,000
72
Yes
Yes
High Speed
Web_Chat_Support
Two year
0hrs
Disabled
30a10c5c-f6b2-4cb5-a992-d833f193522e
no_churn
0.002214
0
no_churn
-0.083724
-0.003493
0.00578
-0.008572
0.007134
-0.148799
-0.016743
-0.020611
Male
72
No
No
Employed
Urban
High School or Below
1,673,244,000
1
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
<50hrs
Active
386b24bf-3895-4c9c-b5e2-ba2683d33b90
churn
0.89976
1
churn
0.234158
-0.004922
-0.042139
0.062038
0.126801
0.139963
0.055458
0.088784
Female
32
No
Yes
Employed
Suburban
Master
1,673,244,000
7
No
No phone service
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
c8b97066-56cf-4ae7-b06f-43bf77e31538
no_churn
0.233561
0
no_churn
-0.089431
0.026451
0.015172
-0.094989
0.033558
0.069854
-0.043586
-0.056056
Female
41
No
Yes
Employed
Suburban
Master
1,673,244,000
12
Yes
No
Medium Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
d20bf7b8-47c8-4a6f-852d-b77a442c7c7c
no_churn
0.494606
0
no_churn
0.084354
0.000475
0.027115
0.127318
0.081015
0.127384
0.088231
0.125083
Male
39
Yes
Yes
Employed
Suburban
High School or Below
1,673,244,000
66
Yes
Yes
High Speed
Phone_Support
Month-to-month
<50hrs
Active
cef739d3-8733-4c89-9ca0-7d7aa1addcdf
no_churn
0.201653
0
no_churn
-0.073748
-0.000237
0.035422
0.033054
0.079895
0.093629
0.046376
0.061087
Male
24
No
No
Unemployed
Rural
College
1,673,244,000
47
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
fd3c6423-0d16-4e66-adc7-21f610e98da3
no_churn
0.015929
0
no_churn
-0.091481
-0.006764
-0.027165
-0.041546
-0.060571
0.02771
-0.03307
-0.026139
Female
62
No
Yes
Unemployed
Urban
Bachelor
1,673,244,000
52
Yes
Yes
Low Speed
Phone_Support
Two year
0hrs
Disabled
02ff7e08-c30b-4be9-895b-c2a89afc790f
no_churn
0.006482
0
no_churn
-0.064931
-0.003656
0.001783
-0.035624
0.009721
-0.120343
-0.027739
-0.028237
Female
40
Yes
No
Disabled
Urban
Master
1,673,244,000
1
Yes
No
Medium Speed
Phone_Support
Month-to-month
0hrs
Disabled
f74957dc-2a5e-4b8f-ae2c-fe200e3e9263
no_churn
0.443983
0
no_churn
0.157282
-0.007505
-0.046051
-0.163503
-0.019224
0.092608
-0.045897
-0.059226
Female
52
No
No
Employed
Rural
High School or Below
1,673,244,000
23
Yes
No
Low Speed
Phone_Support
Month-to-month
0hrs
Disabled
45dbe4ab-9d6c-4e10-ad61-bd1255d60388
no_churn
0.009749
0
no_churn
-0.112887
-0.011288
-0.053337
-0.032245
-0.001433
0.038162
-0.039693
-0.056306
Female
30
Yes
No
Employed
Suburban
Bachelor
1,673,244,000
44
Yes
No
Medium Speed
Phone_Support
Month-to-month
0hrs
Disabled
98bc2a6f-8177-427c-af81-ac88922cd224
no_churn
0.096664
0
no_churn
-0.104632
-0.006344
-0.003881
-0.005622
0.033503
0.011488
-0.021572
-0.031967
Female
45
Yes
No
Medical Leave
Suburban
College
1,673,244,000