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shap/PhoneService
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shap/MultipleLines
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shap/InternetSpeed
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shap/Contract
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timestamp
int64
1.67B
1.67B
70
Yes
Yes
Low Speed
Phone_Support
Two year
0hrs
Disabled
9483a1af-cb0c-42ea-b282-300db300a9c7
no_churn
0.024147
0
no_churn
-0.072527
-0.003378
0.001216
-0.026049
-0.006198
-0.107816
-0.018698
-0.035577
Male
44
No
No
Employed
Rural
College
1,671,861,600
21
Yes
Yes
Low Speed
Phone_Support
Month-to-month
100hrs+
Active
818e4080-b852-4dd6-a37a-50c573d18aee
churn
0.61996
1
churn
0.004569
-0.004441
0.035082
0.123026
0.139051
0.132539
0.140892
0.140256
Male
55
No
No
Unemployed
Suburban
Bachelor
1,671,861,600
71
Yes
Yes
High Speed
Phone_Support
Two year
<80hrs
Active
4b75f190-10bc-4e3a-95ce-6f35a67627ac
no_churn
0.064607
0
no_churn
-0.097947
-0.002963
0.024782
-0.033041
0.023367
-0.137178
0.057878
0.052816
Male
66
No
Yes
Employed
Suburban
College
1,671,861,600
70
Yes
Yes
High Speed
In_Store_Support
Two year
<80hrs
Active
8e569fa6-2598-456c-8dbc-1eee1ea3e578
no_churn
0.080517
0
no_churn
-0.07432
-0.003366
0.009526
-0.026539
-0.036325
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-0.00566
0.014779
Male
49
No
Yes
Employed
Suburban
College
1,671,861,600
45
Yes
No
High Speed
In_Store_Support
Two year
100hrs+
Active
f5e0bbd5-50ce-472c-874c-e9f3e8bb2a9c
no_churn
0.124625
0
no_churn
-0.079694
-0.004132
-0.002168
-0.010962
-0.077768
-0.113406
0.009435
0.029668
Female
49
No
Yes
Employed
Suburban
High School or Below
1,671,861,600
72
Yes
Yes
Fiber optic
In_Store_Support
Two year
<80hrs
Active
2d9fe57a-49fd-40aa-8339-5226593055fe
no_churn
0.014194
0
no_churn
-0.157379
-0.003192
0.006919
0.03463
-0.050445
-0.147903
0.023061
0.025284
Female
24
No
No
Unemployed
Suburban
Bachelor
1,671,861,600
29
Yes
Yes
Fiber optic
Phone_Support
Month-to-month
<80hrs
Active
e6cc98b1-8ff0-4f55-a476-022de5ac18c0
churn
0.497561
1
churn
0.001088
-0.002155
0.111315
0.088973
0.048708
0.122046
0.076029
0.051633
Female
68
No
No
Employed
Suburban
Doctor
1,671,861,600
6
Yes
No
Fiber optic
In_Store_Support
Month-to-month
<80hrs
Active
879d20f0-aaad-47e5-99bd-50665d777e12
churn
0.806531
1
churn
0.155955
-0.001509
-0.009158
0.132294
-0.047696
0.082159
0.069808
0.089121
Female
26
Yes
No
Employed
Suburban
High School or Below
1,671,861,600
60
Yes
Yes
Fiber optic
Phone_Support
One year
<80hrs
Active
74e490b1-0a44-40bc-9afa-a68ea0d37597
no_churn
0.123224
0
no_churn
-0.124172
-0.003034
-0.005519
-0.043775
-0.051516
-0.075298
0.00724
0.027047
Female
31
No
No
Unemployed
Suburban
College
1,671,861,600
43
Yes
Yes
Fiber optic
In_Store_Support
One year
<50hrs
Active
0ce15e8f-f086-47a1-84c8-05ca5853a638
churn
0.344688
1
churn
0.093454
-0.001421
0.080332
0.181604
0.062949
-0.0436
0.158116
0.10954
Male
57
No
Yes
Unemployed
Rural
High School or Below
1,671,861,600
53
Yes
Yes
Fiber optic
Phone_Support
One year
<80hrs
Active
9c1acf85-a866-48d4-91d1-6e1a2fb4c024
no_churn
0.148624
0
no_churn
0.020788
-0.003824
0.063225
-0.007266
0.016578
-0.160366
0.011008
0.070831
Male
47
No
No
Unemployed
Suburban
High School or Below
1,671,861,600
71
Yes
No
Fiber optic
Phone_Support
Two year
<80hrs
Active
2c6dc971-b6ef-4059-aa40-def6aaa3bd0e
no_churn
0.030244
0
no_churn
-0.11878
-0.002969
-0.079824
0.011375
0.01287
-0.105235
0.019822
0.03688
Female
70
No
No
Employed
Suburban
College
1,671,861,600
71
Yes
Yes
Fiber optic
In_Store_Support
Two year
<80hrs
Active
002aa856-853a-4aa5-b1d6-c4db64ca46a5
no_churn
0.257173
0
no_churn
-0.149334
-0.003619
0.007079
0.037152
-0.090572
-0.108849
0.018263
0.020854
Male
46
No
No
Unemployed
Suburban
College
1,671,861,600
58
Yes
Yes
Fiber optic
Phone_Support
Two year
100hrs+
Active
49311a62-e622-4ed2-aed4-ef0b3aae4dde
no_churn
0.132654
0
no_churn
0.068178
-0.000466
0.095411
0.12736
0.107693
-0.065747
0.137457
0.121088
Male
29
Yes
No
Unemployed
Rural
College
1,671,861,600
52
Yes
Yes
Fiber optic
Phone_Support
Two year
<80hrs
Active
93917992-f73a-4589-8f49-700d00b713a7
churn
0.188674
1
churn
-0.064032
-0.001377
0.033985
0.030596
0.000508
-0.217074
0.006436
0.055266
Male
38
No
Yes
Unemployed
Suburban
College
1,671,861,600
72
Yes
Yes
Fiber optic
In_Store_Support
Two year
<80hrs
Active
afe8b715-b30d-4a94-8a92-d54fbe7b9c2b
no_churn
0.033562
0
no_churn
-0.157379
-0.003192
0.006919
0.03463
-0.050445
-0.147903
0.023061
0.025284
Male
78
Yes
Yes
Employed
Suburban
College
1,671,861,600
14
Yes
Yes
Fiber optic
In_Store_Support
Month-to-month
0hrs
Disabled
9e93f971-2c38-4d8b-909d-bd568cd4e935
no_churn
0.388559
0
no_churn
-0.050919
-0.008827
0.046606
0.028788
-0.135555
0.06312
-0.028596
-0.030592
Female
21
Yes
Yes
Employed
Suburban
College
1,671,861,600
33
Yes
No
Fiber optic
Phone_Support
Two year
0hrs
Disabled
651f8f26-5976-4b2e-a67a-564300796b68
no_churn
0.018471
0
no_churn
0.024041
-0.001579
-0.010069
0.088645
0.026005
-0.139266
-0.008911
-0.007891
Male
45
Yes
Yes
Unemployed
Suburban
High School or Below
1,671,861,600
70
Yes
No
Fiber optic
In_Store_Support
Two year
0hrs
Disabled
c27a677e-10b5-41ea-841c-9e74774f69db
churn
0.052957
0
no_churn
-0.065899
-0.00256
-0.0778
0.042891
0.003674
-0.089865
-0.008091
-0.005711
Male
72
Yes
Yes
Medical Leave
Urban
College
1,671,861,600
51
Yes
Yes
Fiber optic
In_Store_Support
Month-to-month
0hrs
Disabled
d34987ba-4b09-4651-ae0b-4db544d3f357
no_churn
0.315069
0
no_churn
-0.154632
-0.004763
0.039473
0.044841
-0.167606
0.034391
-0.028003
-0.017061
Female
49
No
Yes
Employed
Suburban
High School or Below
1,671,861,600
71
Yes
No
Fiber optic
In_Store_Support
Two year
0hrs
Disabled
54257a85-5da6-436f-9e9d-dc85483e9e18
no_churn
0.010686
0
no_churn
-0.10852
-0.002999
-0.022617
0.02733
-0.01886
-0.1071
-0.008136
-0.011457
Female
67
No
Yes
Employed
Suburban
College
1,671,861,600
23
Yes
No
Fiber optic
In_Store_Support
Month-to-month
0hrs
Disabled
11be666b-0c23-4a38-abfb-7755196ee417
no_churn
0.167607
0
no_churn
-0.127402
-0.006158
-0.124373
0.037688
-0.043716
0.041305
-0.017879
-0.015811
Female
55
No
No
Unemployed
Suburban
High School or Below
1,671,861,600
35
Yes
Yes
Fiber optic
Phone_Support
Month-to-month
0hrs
Disabled
b3b23540-15f4-4300-9aed-e7ad17d4fb74
no_churn
0.21152
0
no_churn
-0.015708
-0.003731
0.060514
0.157794
0.066031
0.116547
0.007508
-0.013096
Male
77
No
Yes
Disabled
Suburban
High School or Below
1,671,861,600
2
No
No phone service
Low Speed
Phone_Support
Month-to-month
100hrs+
Active
986dfc22-9165-4600-b361-c5d3979e791e
churn
0.786088
1
churn
0.216638
0.000726
-0.027358
-0.038903
0.050861
0.151907
0.120404
0.108866
Female
62
No
Yes
Disabled
Suburban
Bachelor
1,671,861,600
6
No
No phone service
Medium Speed
Phone_Support
Month-to-month
100hrs+
Active
31e49e7e-d571-47cc-9213-8abb1924456a
no_churn
0.379834
0
no_churn
0.091266
-0.000975
0.025178
0.014412
0.097126
0.105886
0.066821
0.074594
Male
68
No
Yes
Employed
Rural
College
1,671,861,600
2
No
No phone service
High Speed
In_Store_Support
Month-to-month
<80hrs
Active
9654ce16-58f2-4475-b392-ad53c3541009
churn
0.564451
1
churn
0.277682
0.074104
0.041916
-0.009293
-0.016191
0.176651
0.106744
0.069361
Female
26
No
No
Unemployed
Rural
College
1,671,861,600
67
No
No phone service
High Speed
Phone_Support
Two year
<50hrs
Active
7d12e620-ebad-4492-8e9b-b9bd4b6fc182
no_churn
0.032877
0
no_churn
-0.117937
-0.005526
-0.018255
-0.007616
0.025142
-0.181206
0.022005
0.034367
Male
44
No
Yes
Unemployed
Suburban
High School or Below
1,671,861,600
25
No
No phone service
Medium Speed
Phone_Support
One year
<50hrs
Active
75203aa7-e922-4cd1-b24a-3839d2548c82
no_churn
0.099502
0
no_churn
-0.006577
-0.02546
-0.007111
-0.036079
0.070183
-0.115756
0.023989
0.069784
Male
38
Yes
Yes
Unemployed
Rural
High School or Below
1,671,861,600
32
Yes
No
Low Speed
Phone_Support
One year
<80hrs
Active
070ba2c6-7a8a-45d5-a3ff-2422073ed5ff
no_churn
0.155149
0
no_churn
0.007642
-0.003805
0.012522
-0.007325
0.071489
-0.106916
0.061683
0.065684
Female
43
Yes
No
Unemployed
Urban
High School or Below
1,671,861,600
52
Yes
Yes
High Speed
Phone_Support
One year
<80hrs
Active
3e8b36ed-8d6a-4e4a-8113-018b152334f2
no_churn
0.142866
0
no_churn
0.03714
-0.00431
0.058184
0.060996
0.10373
-0.111993
0.138157
0.08907
Male
76
No
Yes
Employed
Rural
Doctor
1,671,861,600
7
No
No phone service
Medium Speed
Phone_Support
Month-to-month
100hrs+
Active
05d2e1c9-9c1b-4d73-b9b1-2e998da0213a
churn
0.533893
1
churn
0.143473
-0.007425
0.01093
-0.000825
0.13686
0.113137
0.061532
0.051292
Male
69
No
No
Disabled
Suburban
High School or Below
1,671,861,600
2
Yes
No
Low Speed
Phone_Support
Month-to-month
<80hrs
Active
f5c88edc-17d1-4a50-b3da-d13a4c358606
no_churn
0.310735
0
no_churn
0.186715
-0.006255
-0.04176
-0.046946
0.091188
0.118904
0.042012
0.107822
Female
51
No
Yes
Employed
Urban
High School or Below
1,671,861,600
66
Yes
Yes
Low Speed
Phone_Support
Two year
100hrs+
Active
4f4ca2ed-7269-4955-90be-0adff355df2a
no_churn
0.085867
1
churn
-0.07693
-0.001328
0.005898
0.002933
-0.009696
-0.254779
0.032794
0.05208
Male
56
No
Yes
Unemployed
Urban
College
1,671,861,600
16
Yes
Yes
High Speed
Phone_Support
Month-to-month
<50hrs
Active
2f207f46-275a-4251-9a16-fe97c7e4b99b
no_churn
0.283054
0
no_churn
0.169643
-0.004376
0.072239
0.01409
0.174904
0.144816
0.103072
0.046586
Male
66
No
No
Employed
Suburban
College
1,671,861,600
15
Yes
No
High Speed
Phone_Support
One year
<80hrs
Active
f87fa8d8-5184-490c-bf10-bad8c360ce3d
no_churn
0.077097
0
no_churn
0.003372
-0.005988
-0.053718
-0.01607
0.034069
-0.167785
0.007404
0.044857
Male
50
No
No
Unemployed
Suburban
Doctor
1,671,861,600
59
No
No phone service
Medium Speed
In_Store_Support
Month-to-month
<50hrs
Active
3c3679b4-2377-4523-92ab-18bf6a559904
no_churn
0.392834
0
no_churn
-0.141855
-0.007601
-0.007545
-0.079908
-0.092947
0.038809
0.015161
0.00686
Male
37
No
No
Employed
Suburban
College
1,671,861,600
1
No
No phone service
High Speed
Phone_Support
Month-to-month
100hrs+
Active
1f1ca5f7-b4f4-47ad-8d24-9383c46743c0
churn
0.650341
1
churn
0.297678
0.03494
0.003566
0.022851
0.095175
0.175478
0.048824
0.038461
Male
50
No
No
Employed
Urban
Bachelor
1,671,861,600
72
No
No phone service
High Speed
In_Store_Support
Two year
100hrs+
Active
dd016e92-700b-4bd3-a10f-d101bfd1a69e
churn
0.330058
1
churn
-0.098048
0.002195
-0.003539
-0.013001
-0.050829
-0.137602
0.011723
0.020074
Male
64
No
Yes
Employed
Rural
Bachelor
1,671,861,600
41
Yes
No
Medium Speed
In_Store_Support
Two year
0hrs
Disabled
e5fe7c16-7a5b-410f-be00-ca637ca47e2f
no_churn
0.007771
0
no_churn
-0.019136
-0.004313
-0.00288
-0.053229
-0.045738
-0.112156
-0.014896
-0.016678
Female
40
No
No
Unemployed
Suburban
High School or Below
1,671,861,600
1
No
No phone service
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
6f5fc095-6277-4c3c-a892-51bbfb1fc128
no_churn
0.619432
0
no_churn
0.24186
0.054012
0.027869
-0.04414
-0.112285
0.132537
-0.044866
-0.039967
Male
52
Yes
No
Employed
Urban
Bachelor
1,671,861,600
46
Yes
Yes
Low Speed
In_Store_Support
One year
0hrs
Disabled
2378a5b7-176d-4232-97e3-d80d87c00644
no_churn
0.030843
0
no_churn
-0.082143
-0.009643
-0.016665
-0.03654
-0.017809
-0.059422
-0.018196
-0.028608
Female
73
No
No
Employed
Rural
High School or Below
1,671,861,600
1
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
c70b39dd-5748-4841-8b9a-685131b7b070
no_churn
0.248691
0
no_churn
0.230857
-0.009169
-0.00129
-0.050086
-0.041234
0.114011
-0.036127
-0.006668
Male
35
No
No
Unemployed
Urban
College
1,671,861,600
60
Yes
No
High Speed
Phone_Support
Two year
0hrs
Disabled
a800877e-4fc0-4f0b-9cbc-cd3076d3eef1
no_churn
0.014979
0
no_churn
-0.057882
-0.003723
-0.01393
-0.024385
0.006264
-0.121085
-0.026745
-0.027541
Female
60
No
No
Unemployed
Suburban
High School or Below
1,671,861,600
1
Yes
No
Medium Speed
Phone_Support
Month-to-month
0hrs
Disabled
fb93089f-b02f-4bdf-bb1f-7bace8c8ca23
churn
0.292214
1
churn
0.157282
-0.007505
-0.046051
-0.163503
-0.019224
0.092608
-0.045897
-0.059226
Female
44
No
No
Employed
Suburban
College
1,671,861,600
44
Yes
No
High Speed
In_Store_Support
Two year
0hrs
Disabled
f3feb0a0-fb4f-4941-b1c9-ccecfdf4523a
no_churn
0.008835
0
no_churn
-0.069214
-0.004276
-0.01471
-0.035615
-0.018896
-0.093411
-0.016373
-0.01653
Female
20
No
No
Unemployed
Suburban
High School or Below
1,671,861,600
66
Yes
Yes
High Speed
Phone_Support
Two year
0hrs
Disabled
375f334c-7e6c-43d4-ba67-7e0b9d9e8dc8
no_churn
0.004696
0
no_churn
0.00018
-0.00194
0.028758
-0.014511
-0.017909
-0.167712
-0.021701
-0.015526
Male
56
Yes
No
Medical Leave
Urban
High School or Below
1,671,861,600
52
Yes
No
High Speed
In_Store_Support
One year
0hrs
Disabled
4cf16968-27be-4db3-b807-d2e0ade336ae
no_churn
0.018848
0
no_churn
-0.062744
-0.00331
-0.011598
-0.020987
-0.027382
-0.065958
-0.027294
-0.049753
Male
32
No
No
Unemployed
Urban
College
1,671,861,600
25
Yes
No
Low Speed
Phone_Support
One year
0hrs
Disabled
43f3e70b-61b1-4034-81eb-f409a9f8112f
no_churn
0.073295
0
no_churn
-0.032077
-0.007469
-0.025768
-0.04159
0.004409
-0.087116
-0.037749
-0.041665
Female
49
Yes
Yes
Unemployed
Urban
College
1,671,861,600
35
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
6a49e352-cc06-42f7-9bd9-a4e6b57ad12d
no_churn
0.054265
0
no_churn
-0.114374
-0.008516
-0.046258
-0.058378
-0.023901
0.033801
-0.030079
-0.015988
Male
22
No
Yes
Unemployed
Suburban
High School or Below
1,671,861,600
8
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
094f03f1-afa0-4cda-9443-4aafb7695038
no_churn
0.152886
0
no_churn
-0.020989
-0.016975
-0.038892
-0.055839
-0.105274
0.024341
-0.033806
-0.021592
Female
32
No
No
Employed
Suburban
College
1,671,861,600
7
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
eb45c78b-7600-48b9-9e6b-27e55cba9dba
no_churn
0.105236
0
no_churn
0.029112
-0.001989
-0.000107
-0.025506
-0.016499
0.064898
-0.016796
-0.010832
Male
80
Yes
Yes
Employed
Suburban
Master
1,671,861,600
4
Yes
No
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
cf6fb5de-c00a-4cdf-b01d-0f14ed1b5ac9
no_churn
0.064402
0
no_churn
0.011936
-0.01301
-0.086743
-0.125288
-0.022233
0.064519
-0.049692
-0.048516
Female
80
Yes
No
Employed
Rural
Bachelor
1,671,861,600
27
Yes
No
Medium Speed
In_Store_Support
One year
0hrs
Disabled
ca6f13e6-5607-4718-96d0-c0b5550d778d
no_churn
0.016036
0
no_churn
-0.089649
-0.004105
-0.013602
-0.03221
-0.033499
-0.05336
-0.018717
-0.023883
Male
63
No
Yes
Employed
Urban
High School or Below
1,671,861,600
24
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
19a1b43b-4721-49d2-84fb-601ea3625ce1
churn
0.188968
1
churn
-0.123278
-0.007921
-0.040774
-0.024149
-0.043598
0.029755
-0.032854
-0.026207
Male
41
No
Yes
Employed
Suburban
Bachelor
1,671,861,600
64
Yes
Yes
High Speed
In_Store_Support
Two year
0hrs
Disabled
0e18c936-3435-4414-917e-95f298077e81
no_churn
0.004395
0
no_churn
-0.055655
-0.00276
-0.045234
-0.016044
-0.022404
-0.102954
-0.011994
-0.011982
Female
30
No
No
Employed
Urban
College
1,671,861,600
13
Yes
No
High Speed
Phone_Support
One year
0hrs
Disabled
0dc71f7f-75b2-46c0-a9a4-b8ee5768f655
no_churn
0.03086
0
no_churn
-0.021366
-0.007219
-0.029794
-0.040314
0.00272
-0.093273
-0.037897
-0.041882
Male
44
Yes
Yes
Unemployed
Suburban
College
1,671,861,600
67
Yes
No
High Speed
In_Store_Support
Two year
0hrs
Disabled
3d519bc6-e280-43b1-9998-7f71837eedfd
no_churn
0.006504
0
no_churn
-0.045936
-0.003267
-0.017309
-0.021087
-0.01748
-0.131319
-0.014767
-0.017862
Female
55
No
Yes
Employed
Rural
High School or Below
1,671,861,600
8
Yes
No
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
e8a1f28a-70a0-4731-9f22-b43c049d2b56
no_churn
0.156598
0
no_churn
0.092419
-0.013118
0.010424
-0.037118
0.069426
0.091397
-0.041665
-0.057559
Male
79
No
No
Unemployed
Suburban
High School or Below
1,671,861,600
7
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
5b937ffb-7621-4457-bab0-ac881e8d0f58
no_churn
0.133975
0
no_churn
0.029112
-0.001989
-0.000107
-0.025506
-0.016499
0.064898
-0.016796
-0.010832
Female
36
No
No
Employed
Suburban
College
1,671,861,600
56
Yes
No
Medium Speed
Phone_Support
Two year
0hrs
Disabled
96ca3073-f8d0-4d75-8d98-82a3f8ee07e0
no_churn
0.012079
0
no_churn
-0.017123
-0.003061
0.001885
-0.056905
0.019187
-0.130813
-0.035694
-0.046501
Male
76
No
Yes
Employed
Suburban
College
1,671,861,600
35
Yes
Yes
Low Speed
In_Store_Support
Month-to-month
0hrs
Disabled
2efb0388-8951-4f1d-985c-6750863fa706
no_churn
0.239586
0
no_churn
-0.064685
-0.006618
0.012247
-0.092795
-0.059904
0.04122
-0.028662
-0.040663
Female
28
No
No
Employed
Rural
Bachelor
1,671,861,600
29
Yes
No
High Speed
In_Store_Support
One year
0hrs
Disabled
0e7772a6-4690-4e63-987b-bc3a76630349
no_churn
0.016965
0
no_churn
-0.059707
-0.004494
-0.017796
-0.041809
-0.023762
-0.078383
-0.019874
-0.023202
Male
67
No
No
Employed
Suburban
High School or Below
1,671,861,600
2
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
f100c962-4303-4222-9f9b-6b647dc6c793
no_churn
0.202641
0
no_churn
0.21591
-0.008026
-0.000355
-0.029114
0.024904
0.118519
-0.019358
-0.031149
Male
40
No
No
Employed
Suburban
Bachelor
1,671,861,600
27
Yes
No
Low Speed
Phone_Support
Two year
0hrs
Disabled
87a6bc97-1eb4-441e-8417-62775a2e62e8
no_churn
0.006893
0
no_churn
-0.037795
-0.005557
-0.016821
-0.029162
0.012219
-0.103163
-0.041826
-0.046921
Female
57
No
Yes
Employed
Rural
College
1,671,861,600
13
Yes
No
High Speed
In_Store_Support
One year
0hrs
Disabled
25b205b9-19e2-49d1-baae-e9a03736246e
no_churn
0.107797
0
no_churn
-0.022367
-0.00682
-0.031132
-0.038095
-0.027705
-0.076949
-0.028805
-0.037153
Male
71
No
No
Employed
Suburban
High School or Below
1,671,861,600
1
Yes
No
Low Speed
Phone_Support
Month-to-month
0hrs
Disabled
b109b76d-95f8-4151-8cf4-593721884a4f
no_churn
0.558895
0
no_churn
0.214698
-0.004688
0.000731
-0.105151
0.00444
0.113129
-0.05345
-0.061319
Male
42
Yes
No
Unemployed
Suburban
High School or Below
1,671,861,600
26
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
a3021c1c-75a6-4308-a02d-a8b85af8067f
no_churn
0.034547
0
no_churn
-0.103934
-0.013126
-0.106143
-0.021066
-0.024494
0.036662
-0.02343
-0.013495
Male
25
No
No
Unemployed
Suburban
College
1,671,861,600
18
Yes
Yes
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
91bcafff-8185-40a7-ac47-dfff5ef7b736
no_churn
0.174176
0
no_churn
-0.067978
-0.009669
-0.04536
-0.025451
-0.075362
0.023324
-0.037868
-0.030661
Female
30
No
Yes
Employed
Suburban
College
1,671,861,600
10
Yes
Yes
Low Speed
Phone_Support
Month-to-month
0hrs
Disabled
c23a2162-7014-4f25-ad05-bb5eda98c080
no_churn
0.253174
0
no_churn
0.096401
-0.005157
0.077594
0.020005
0.077568
0.104853
-0.054807
-0.059927
Female
25
No
No
Employed
Rural
Bachelor
1,671,861,600
70
Yes
No
High Speed
Phone_Support
Two year
0hrs
Disabled
72ce6ba1-64a7-4f23-832e-ffa67ce8a24d
no_churn
0.005054
0
no_churn
-0.066831
-0.003569
-0.018886
-0.015846
0.001311
-0.122538
-0.017805
-0.024863
Male
28
No
No
Employed
Suburban
College
1,671,861,600
1
No
No phone service
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
b2b537fb-77d8-4ece-9a6e-73ca2d7e9e94
churn
0.747226
1
churn
0.308048
0.118279
0.067553
0.029049
0.067418
0.180741
-0.015453
-0.024661
Male
54
No
No
Employed
Suburban
College
1,671,861,600
62
Yes
Yes
Medium Speed
Phone_Support
One year
0hrs
Disabled
7e8bc1d3-cab0-4113-a73b-f7a00370d035
no_churn
0.014697
0
no_churn
-0.067205
-0.002624
-0.0111
-0.012729
0.005188
-0.072902
-0.038412
-0.069243
Male
75
No
Yes
Unemployed
Suburban
College
1,671,861,600
1
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
768b41bb-645b-4b55-ae8a-98ee44b00e5b
no_churn
0.283128
0
no_churn
0.230857
-0.009169
-0.00129
-0.050086
-0.041234
0.114011
-0.036127
-0.006668
Female
50
Yes
No
Disabled
Suburban
Bachelor
1,671,861,600
72
Yes
Yes
High Speed
In_Store_Support
Two year
0hrs
Disabled
3a2a9396-c71d-40a0-be07-3fe0fbe425e0
no_churn
0.002168
0
no_churn
-0.075034
-0.003769
-0.006018
-0.019083
-0.027044
-0.111405
-0.012998
-0.013676
Male
34
No
No
Employed
Urban
Bachelor
1,671,861,600
22
Yes
No
High Speed
Phone_Support
One year
0hrs
Disabled
c7a27228-3784-41a0-a86b-552cf6582d7e
no_churn
0.070194
0
no_churn
-0.01549
-0.003724
-0.028496
-0.018141
-0.057264
-0.072754
-0.035724
-0.037433
Male
40
No
No
Unemployed
Suburban
Bachelor
1,671,861,600
61
Yes
No
Low Speed
In_Store_Support
One year
0hrs
Disabled
93fee624-d0f0-482a-bd93-d26029ed6fc8
no_churn
0.013324
0
no_churn
-0.040729
-0.006118
-0.009132
-0.035488
-0.012898
-0.108318
-0.019128
-0.017215
Male
21
No
Yes
Disabled
Suburban
Bachelor
1,671,861,600
10
Yes
No
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
8705e865-0280-438b-8a60-2fece9b192be
no_churn
0.190887
0
no_churn
-0.041489
-0.009275
-0.026263
-0.099107
-0.009203
0.053038
-0.066194
-0.070535
Male
23
No
Yes
Unemployed
Rural
College
1,671,861,600
29
Yes
No
Medium Speed
Phone_Support
Two year
0hrs
Disabled
68f6ec9e-72d7-40d9-8692-b78f9ebacea8
no_churn
0.010633
0
no_churn
-0.026974
-0.003377
-0.006463
-0.036792
0.023308
-0.13543
-0.033114
-0.050185
Female
25
Yes
No
Employed
Suburban
High School or Below
1,671,861,600
15
Yes
No
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
d895f939-50a2-4bee-add1-27765aed6661
no_churn
0.153992
0
no_churn
0.181643
-0.000755
-0.053958
0.02605
0.115959
0.125032
-0.021561
-0.019042
Male
44
No
No
Medical Leave
Suburban
High School or Below
1,671,861,600
2
Yes
No
Low Speed
In_Store_Support
Month-to-month
0hrs
Disabled
1989f37a-ad81-4798-8a1a-5d29305dd776
no_churn
0.095034
0
no_churn
0.179694
-0.015275
-0.013266
-0.050628
0.007986
0.110382
-0.014215
-0.017062
Female
64
No
No
Employed
Urban
Bachelor
1,671,861,600
2
Yes
No
Medium Speed
Phone_Support
Month-to-month
0hrs
Disabled
60889334-2fb0-4d1e-af4f-2f977eb832f3
no_churn
0.486715
0
no_churn
0.143067
-0.007023
-0.027661
-0.051391
0.051677
0.08347
-0.027797
-0.054996
Male
31
No
Yes
Unemployed
Suburban
College
1,671,861,600
37
No
No phone service
High Speed
Web_Chat_Support
Two year
0hrs
Disabled
e2442005-da59-4b14-9357-1d8b0294a43e
no_churn
0.024579
0
no_churn
-0.026891
0.049383
0.018479
-0.01056
0.026851
-0.250194
-0.012226
-0.023868
Male
56
Yes
Yes
Employed
Rural
High School or Below
1,671,861,600
57
Yes
No
High Speed
Web_Chat_Support
Two year
0hrs
Disabled
78293e38-7b66-4d22-9cd3-16e640c3952a
no_churn
0.010978
0
no_churn
-0.01446
-0.003692
-0.011469
-0.024975
0.020083
-0.132175
-0.03745
-0.064887
Male
65
No
No
Employed
Rural
College
1,671,861,600
4
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
84f02b25-5f9a-4638-bb52-f295586e1ace
churn
0.530271
1
churn
0.011936
-0.01301
-0.086743
-0.125288
-0.022233
0.064519
-0.049692
-0.048516
Male
80
No
No
Medical Leave
Suburban
Bachelor
1,671,861,600
4
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
b2a0f4b4-a270-423e-882c-1b581ee0291d
churn
0.594431
1
churn
0.085727
-0.008205
0.081313
-0.049327
0.016739
0.11838
-0.047178
-0.055787
Female
66
No
Yes
Employed
Urban
Doctor
1,671,861,600
61
Yes
No
High Speed
Web_Chat_Support
Two year
0hrs
Disabled
e56ac270-6d9d-4396-853d-69c47888c6f7
no_churn
0.009489
0
no_churn
-0.062176
-0.003618
-0.01178
-0.025559
0.002704
-0.116643
-0.02592
-0.026034
Female
36
No
Yes
Employed
Suburban
Bachelor
1,671,861,600
1
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
4202f8cb-fa29-424f-a851-8e5614755f06
churn
0.665271
1
churn
0.246409
-0.012075
-0.018046
-0.05183
0.030844
0.129298
-0.031416
-0.049345
Female
51
No
No
Employed
Rural
Bachelor
1,671,861,600
5
Yes
No
High Speed
Web_Chat_Support
One year
0hrs
Disabled
17c05948-f29d-4add-b353-b13e65b32f8c
no_churn
0.059755
0
no_churn
0.047021
-0.004758
-0.028683
-0.019236
0.012948
-0.183148
-0.038509
-0.04216
Female
60
No
Yes
Employed
Suburban
College
1,671,861,600
1
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
3cf4f791-a495-4128-95e4-6340cc8f42c2
no_churn
0.111066
0
no_churn
0.246409
-0.012075
-0.018046
-0.05183
0.030844
0.129298
-0.031416
-0.049345
Female
52
No
Yes
Unemployed
Rural
High School or Below
1,671,861,600
35
Yes
No
High Speed
Web_Chat_Support
One year
0hrs
Disabled
86f30d6f-4a1e-4fe0-8d89-a3f2f3bb20f6
no_churn
0.025671
0
no_churn
-0.042166
-0.0054
-0.014485
-0.116817
0.012765
-0.054686
-0.014619
-0.033617
Female
46
No
Yes
Employed
Suburban
College
1,671,861,600
21
Yes
No
High Speed
Web_Chat_Support
One year
0hrs
Disabled
4564d30b-2b92-4d84-9e4a-6916f9a674a5
no_churn
0.039593
0
no_churn
-0.025549
-0.004929
-0.037573
-0.024016
-0.008026
-0.092522
-0.039152
-0.037259
Female
37
No
No
Employed
Rural
Bachelor
1,671,861,600
42
Yes
No
High Speed
Web_Chat_Support
Two year
0hrs
Disabled
2683036e-b2a4-434a-9327-d9ec3438f0e6
no_churn
0.007231
0
no_churn
-0.010215
-0.004125
-0.015631
-0.05542
0.012272
-0.133136
-0.024109
-0.038662
Male
70
Yes
No
Employed
Urban
College
1,671,861,600
17
Yes
Yes
Medium Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
cfb1052c-f7d4-49df-8b47-163f12e2c52a
churn
0.080104
1
churn
0.050478
-0.003983
-0.006386
-0.215927
0.034278
0.065114
-0.025308
-0.053959
Female
69
Yes
No
Employed
Suburban
Bachelor
1,671,861,600
71
Yes
Yes
Low Speed
Web_Chat_Support
Two year
0hrs
Disabled
faa03194-a542-4938-9b2d-a35af7e7bd54
no_churn
0.002203
0
no_churn
-0.088546
-0.003852
-0.000792
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0.003078
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Male
33
No
Yes
Unemployed
Suburban
College
1,671,861,600
61
Yes
No
High Speed
Web_Chat_Support
One year
0hrs
Disabled
d14ff434-e723-4c3a-b66c-a3938f32125e
no_churn
0.024457
0
no_churn
-0.053939
-0.004605
-0.010715
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0.00463
-0.075749
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-0.03126
Male
57
No
Yes
Employed
Suburban
College
1,671,861,600
39
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
377ec587-a8b0-4a97-b24d-a768d12a9541
no_churn
0.163966
0
no_churn
-0.049852
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0.049537
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-0.019645
Female
20
No
Yes
Disabled
Urban
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1,671,861,600
13
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
8bf53f1f-e93b-4e23-af8d-812080f18828
no_churn
0.278549
0
no_churn
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0.016822
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Female
72
No
No
Unemployed
Urban
College
1,671,861,600
10
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
b7e97642-877e-4c36-b879-1e1ebe2faf0a
no_churn
0.085061
0
no_churn
-0.041489
-0.009275
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0.053038
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Female
67
No
Yes
Employed
Suburban
College
1,671,861,600
48
Yes
No
High Speed
Web_Chat_Support
Two year
0hrs
Disabled
7ca1f311-fee7-4541-ab63-2d1f360da11b
no_churn
0.01098
0
no_churn
-0.041577
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Male
59
No
Yes
Employed
Suburban
Bachelor
1,671,861,600
46
Yes
No
Low Speed
Web_Chat_Support
Two year
0hrs
Disabled
75cc7f42-3839-4d87-a9d5-fba39c18edc6
no_churn
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no_churn
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Female
73
No
No
Employed
Suburban
High School or Below
1,671,861,600