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Disabled
4b91312d-63cc-44bf-8e9d-204dfc320bf3
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Male
74
Yes
Yes
Employed
Urban
Bachelor
1,673,244,000
72
Yes
No
High Speed
In_Store_Support
Month-to-month
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Disabled
c7296f9a-faee-4a3f-a703-c67fead6c61b
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46
No
Yes
Employed
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Master
1,673,244,000
15
Yes
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Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
daa7dd06-c157-4e5b-a0ad-9f005340ccca
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73
Yes
Yes
Unemployed
Suburban
Bachelor
1,673,244,000
7
No
No phone service
High Speed
Phone_Support
Month-to-month
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Disabled
5232b886-7d09-4381-ba51-456b655a1fae
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Female
45
No
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Employed
Urban
Bachelor
1,673,244,000
41
Yes
Yes
Medium Speed
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Month-to-month
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Disabled
7c796487-2ba8-4a35-bb2d-f487cf8ecb51
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Female
62
No
Yes
Employed
Suburban
College
1,673,244,000
63
Yes
No
High Speed
Phone_Support
Month-to-month
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Disabled
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65
Yes
Yes
Employed
Suburban
College
1,673,244,000
1
Yes
No
Low Speed
In_Store_Support
Month-to-month
0hrs
Disabled
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no_churn
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Male
31
Yes
No
Employed
Suburban
College
1,673,244,000
52
Yes
No
High Speed
Phone_Support
Month-to-month
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Disabled
5c7d6aa0-9ab9-49d8-b0ae-b7603bd0e9d6
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0.047246
0.057668
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Male
51
No
Yes
Employed
Suburban
College
1,673,244,000
3
Yes
No
Low Speed
Phone_Support
Month-to-month
0hrs
Disabled
e958bce4-9afb-4b5f-ae1f-8a36296a223c
no_churn
0.411109
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no_churn
0.115722
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-0.038901
-0.02605
0.09312
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Male
78
Yes
Yes
Employed
Suburban
High School or Below
1,673,244,000
27
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
f2dc6296-2ff3-403c-93b3-4a5e341b8918
no_churn
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no_churn
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0.03495
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Male
60
No
Yes
Retired
Suburban
Bachelor
1,673,244,000
58
Yes
Yes
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
0ccd8b52-084c-47bc-844b-3f6eb8b005ff
no_churn
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no_churn
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0.08877
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Male
46
Yes
No
Employed
Suburban
High School or Below
1,673,244,000
1
Yes
Yes
Low Speed
In_Store_Support
Month-to-month
0hrs
Disabled
0fb475e0-78df-41ec-a762-54c65014db89
churn
0.800569
1
churn
0.259567
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0.002146
-0.043283
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0.122598
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-0.036824
Male
44
No
Yes
Employed
Suburban
High School or Below
1,673,244,000
36
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
1a8103cb-74fe-4628-b0f0-3df7658a4c4a
no_churn
0.015695
0
no_churn
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0.042942
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Male
42
Yes
No
Retired
Urban
College
1,673,244,000
23
Yes
No
Low Speed
Phone_Support
Two year
0hrs
Disabled
fac21e57-9c09-49e7-ae00-f131196d718f
no_churn
0.009749
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no_churn
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0.009589
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Male
67
Yes
No
Unemployed
Suburban
High School or Below
1,673,244,000
15
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
389b7f4a-b635-46c9-872c-2eb72d5a6b58
no_churn
0.036185
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no_churn
-0.037359
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0.050141
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-0.037489
Female
72
No
No
Employed
Suburban
Bachelor
1,673,244,000
62
Yes
Yes
Low Speed
In_Store_Support
Two year
0hrs
Disabled
0b9020c1-0f76-4cb0-b601-e6a974c33e52
no_churn
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no_churn
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Female
72
No
Yes
Employed
Rural
College
1,673,244,000
48
Yes
Yes
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
4fea04a3-7514-46e5-885d-53725731d1dd
no_churn
0.031041
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no_churn
-0.078882
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0.014569
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0.035345
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Male
28
No
No
Employed
Urban
High School or Below
1,673,244,000
71
Yes
Yes
Low Speed
In_Store_Support
Two year
0hrs
Disabled
461b1d52-0def-4f29-bc54-9a510918fadf
no_churn
0.002468
0
no_churn
-0.069939
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-0.03056
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Male
31
No
No
Unemployed
Suburban
Bachelor
1,673,244,000
1
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
fad1a08b-91d4-4596-adff-e4d5edf06552
churn
0.596248
1
churn
0.195332
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0.107771
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Female
53
Yes
No
Employed
Suburban
High School or Below
1,673,244,000
23
Yes
No
Medium Speed
In_Store_Support
One year
0hrs
Disabled
28ba5653-e934-43a6-bdfe-b00422f6df9d
no_churn
0.074924
0
no_churn
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Female
61
Yes
Yes
Employed
Rural
Bachelor
1,673,244,000
12
Yes
Yes
Medium Speed
In_Store_Support
Two year
0hrs
Disabled
ee47551a-f30c-4697-a989-091ba79b2f04
no_churn
0.008803
0
no_churn
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0.00751
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Male
55
No
No
Employed
Rural
College
1,673,244,000
8
Yes
No
High Speed
Phone_Support
One year
0hrs
Disabled
51e122b5-ed08-4c2f-9d68-885abe3e73fe
no_churn
0.069983
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no_churn
0.020413
-0.006177
-0.01304
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0.014696
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-0.037537
Female
76
Yes
No
Employed
Rural
Bachelor
1,673,244,000
8
Yes
No
Medium Speed
In_Store_Support
Month-to-month
0hrs
Disabled
48922e4a-7bc2-4f8f-9ef6-27e8a2c4ea8c
no_churn
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0
no_churn
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0.024341
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Female
78
No
No
Employed
Suburban
High School or Below
1,673,244,000
64
Yes
Yes
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
0e6a793c-0059-4137-b3f3-2370d3e3b9d0
no_churn
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0
no_churn
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0.038117
0.018118
0.057522
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Female
58
Yes
Yes
Employed
Urban
Bachelor
1,673,244,000
24
No
No phone service
Low Speed
In_Store_Support
Month-to-month
0hrs
Disabled
0de296c6-5570-4ded-b77f-9da076eeb950
no_churn
0.242063
0
no_churn
0.030811
0.154007
0.054922
0.116051
0.027951
0.107795
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Male
76
Yes
No
Unemployed
Suburban
High School or Below
1,673,244,000
1
No
No phone service
Low Speed
In_Store_Support
Month-to-month
0hrs
Disabled
0ca9b257-cea8-45b6-9990-b604027745eb
no_churn
0.540308
0
no_churn
0.192319
0.022556
-0.002802
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0.106385
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-0.037035
Female
26
No
Yes
Unemployed
Urban
Master
1,673,244,000
3
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
dd9209c3-6ce4-400c-b301-9f33a354ca98
churn
0.247719
1
churn
0.100651
-0.007702
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-0.103438
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0.080176
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-0.034595
Female
20
Yes
Yes
Unemployed
Suburban
College
1,673,244,000
44
Yes
No
High Speed
In_Store_Support
One year
0hrs
Disabled
0f13fef9-6271-4f45-90f7-2a09df6a0268
no_churn
0.022
0
no_churn
-0.073553
-0.005508
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-0.026387
-0.011084
-0.061144
-0.034108
-0.039821
Male
52
No
Yes
Unemployed
Suburban
Master
1,673,244,000
1
Yes
No
Low Speed
Phone_Support
Month-to-month
0hrs
Disabled
7147bb03-f1f0-4e42-af9e-b4937feeebea
churn
0.314282
1
churn
0.214698
-0.004688
0.000731
-0.105151
0.00444
0.113129
-0.05345
-0.061319
Male
49
No
Yes
Employed
Suburban
High School or Below
1,673,244,000
47
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
289dd71d-5001-4e25-99fa-947a235fe830
no_churn
0.015929
0
no_churn
-0.091481
-0.006764
-0.027165
-0.041546
-0.060571
0.02771
-0.03307
-0.026139
Female
34
No
Yes
Unemployed
Suburban
College
1,673,244,000
58
Yes
No
High Speed
In_Store_Support
One year
0hrs
Disabled
9e579a87-0a2b-47da-afd1-d5e132d5a3dd
no_churn
0.033357
0
no_churn
-0.069547
-0.004385
-0.016569
-0.046735
-0.023949
-0.06457
-0.021343
-0.021927
Female
53
No
No
Employed
Rural
Master
1,673,244,000
51
Yes
Yes
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
835e507e-4639-4e60-864a-4c04df73d9b1
no_churn
0.035382
0
no_churn
-0.069596
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0.026071
-0.02834
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0.039233
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-0.013284
Male
27
Yes
Yes
Employed
Suburban
High School or Below
1,673,244,000
5
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
78b3dd83-c3b4-47e7-a662-0eacabe6663f
churn
0.499247
1
churn
0.049937
-0.013795
-0.045202
-0.00365
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0.06246
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Female
40
No
No
Employed
Urban
College
1,673,244,000
16
Yes
No
Low Speed
In_Store_Support
One year
0hrs
Disabled
836eef75-256e-4eb7-920f-bf0adba38014
no_churn
0.047698
0
no_churn
0.002453
-0.007591
-0.016334
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-0.034037
-0.04163
Male
43
Yes
Yes
Employed
Suburban
Bachelor
1,673,244,000
17
Yes
Yes
Medium Speed
Phone_Support
Month-to-month
0hrs
Disabled
e83865d8-fc5c-46e6-8d61-86408f3f3b4d
no_churn
0.007915
0
no_churn
0.050478
-0.003983
-0.006386
-0.215927
0.034278
0.065114
-0.025308
-0.053959
Female
51
Yes
Yes
Unemployed
Suburban
High School or Below
1,673,244,000
9
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
2a8b8887-a2d0-4b08-ae50-a5ea017fc555
churn
0.091919
1
churn
0.022432
-0.003252
0.001912
-0.03146
-0.074836
0.066494
-0.017977
-0.014836
Female
52
No
Yes
Employed
Suburban
College
1,673,244,000
27
Yes
Yes
Medium Speed
In_Store_Support
Two year
0hrs
Disabled
c7484389-a02e-43a2-a972-a8a432cd28b1
no_churn
0.013705
0
no_churn
-0.045637
-0.004088
0.009565
-0.048979
-0.035888
-0.099966
-0.01723
-0.016803
Male
23
No
No
Employed
Suburban
High School or Below
1,673,244,000
29
Yes
No
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
c7d184e2-799c-4d3f-94d1-fa5f3fef8406
no_churn
0.014559
0
no_churn
-0.091788
-0.017439
-0.027365
-0.115378
0.028091
0.042683
-0.031386
-0.046445
Male
53
No
No
Unemployed
Suburban
College
1,673,244,000
39
Yes
Yes
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
d7e32eac-bdb1-4b76-8d39-a385292caced
no_churn
0.00814
0
no_churn
-0.0596
-0.015967
-0.01093
-0.047173
-0.10385
0.035836
-0.04176
-0.023082
Female
44
Yes
No
Employed
Suburban
Bachelor
1,673,244,000
7
Yes
No
Low Speed
Phone_Support
One year
0hrs
Disabled
cd8bb824-abf6-45a8-8cb9-2c0b10388de7
no_churn
0.032448
0
no_churn
0.203779
-0.003254
0.046293
0.11418
0.103819
-0.093662
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Female
22
No
Yes
Employed
Rural
College
1,673,244,000
8
Yes
No
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
89970a3a-4459-475f-b969-b75fbf03abf0
no_churn
0.091919
0
no_churn
-0.005851
-0.006915
-0.006939
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-0.085369
0.048977
-0.019102
-0.016818
Female
62
Yes
No
Employed
Rural
Bachelor
1,673,244,000
6
Yes
No
Low Speed
Phone_Support
Month-to-month
0hrs
Disabled
1904f897-de46-4c66-b308-f9eab532ed8c
no_churn
0.094697
0
no_churn
-0.019614
-0.015739
-0.029274
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0.012223
0.048289
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Male
72
No
No
Employed
Suburban
High School or Below
1,673,244,000
33
Yes
No
High Speed
Phone_Support
Month-to-month
0hrs
Disabled
e5de0e8c-2367-4358-9008-5e8bfbaf538c
no_churn
0.11783
0
no_churn
-0.108957
-0.005929
-0.049956
-0.079534
0.021578
0.028969
-0.028539
-0.046657
Female
32
No
No
Employed
Rural
High School or Below
1,673,244,000
18
Yes
Yes
High Speed
Phone_Support
Two year
0hrs
Disabled
6c69cce3-f3b8-465b-b7dd-1a4276b3f4f7
no_churn
0.012789
0
no_churn
-0.028179
-0.005091
0.012357
-0.013632
0.00312
-0.151235
-0.041385
-0.044981
Male
39
No
Yes
Employed
Suburban
Master
1,673,244,000
72
Yes
Yes
High Speed
In_Store_Support
Month-to-month
0hrs
Disabled
5eea8d25-28a3-415a-aa72-65fadf10f305
no_churn
0.002019
0
no_churn
-0.105038
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0.033616
-0.017203
-0.025656
Male
29
Yes
Yes
Employed
Urban
College
1,673,244,000
68
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
55e8555f-e92b-4b8b-b2ad-99812f1dbdc8
no_churn
0.008531
0
no_churn
-0.114526
-0.002158
0.029878
0.022158
0.054087
0.072311
-0.035068
-0.041709
Female
42
No
No
Unemployed
Suburban
College
1,673,244,000
3
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
bd84f946-e886-47cf-88d3-cc5497e0a82e
churn
0.226404
1
churn
0.08727
-0.012275
-0.096188
-0.045743
0.015217
0.090362
-0.020635
-0.012085
Female
74
No
No
Employed
Urban
High School or Below
1,673,244,000
51
No
No phone service
Medium Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
d714db79-534f-4a96-9496-5e40ab569d60
no_churn
0.252634
0
no_churn
-0.148103
0.020522
-0.013332
-0.064496
-0.036947
0.039378
-0.030398
-0.03565
Female
37
No
No
Employed
Suburban
College
1,673,244,000
72
Yes
Yes
High Speed
Web_Chat_Support
Two year
0hrs
Disabled
fa27bb0a-ee8b-454b-905f-f35964ca610e
no_churn
0.002214
0
no_churn
-0.083724
-0.003493
0.00578
-0.008572
0.007134
-0.148799
-0.016743
-0.020611
Female
38
Yes
No
Unemployed
Urban
College
1,673,244,000
4
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
36bb20f0-7f62-4a60-83c9-ec5802c150e1
no_churn
0.411685
0
no_churn
0.011936
-0.01301
-0.086743
-0.125288
-0.022233
0.064519
-0.049692
-0.048516
Male
34
No
Yes
Retired
Suburban
High School or Below
1,673,244,000
1
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
825dcfbf-f467-4e60-a947-3161273e7583
no_churn
0.544243
0
no_churn
0.160266
-0.012807
-0.009924
-0.069849
0.040472
0.123714
-0.046721
-0.058441
Male
43
No
No
Employed
Suburban
Master
1,673,244,000
12
Yes
No
Low Speed
Web_Chat_Support
Two year
0hrs
Disabled
85e703bf-608e-485a-956e-2e586cded486
no_churn
0.019544
0
no_churn
-0.009997
-0.008541
-0.028118
-0.027716
-0.000445
-0.124929
-0.030081
-0.039199
Female
44
No
No
Employed
Suburban
Doctor
1,673,244,000
65
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
3e9a1904-f18a-4d51-bff5-0b0ff2095a76
no_churn
0.009548
0
no_churn
-0.091878
-0.001938
0.040507
0.000776
0.060389
0.07154
-0.024347
-0.031535
Female
74
Yes
No
Unemployed
Suburban
Bachelor
1,673,244,000
45
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
d2f175f4-b324-4923-865c-8a11e3d423ff
no_churn
0.0148
0
no_churn
-0.131309
-0.005648
-0.077247
-0.014136
0.029473
0.040995
-0.031765
-0.043674
Male
63
No
Yes
Employed
Suburban
Doctor
1,673,244,000
23
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
a1053a28-ccc1-4143-aa34-9885b0f5d884
no_churn
0.045152
0
no_churn
-0.112887
-0.011288
-0.053337
-0.032245
-0.001433
0.038162
-0.039693
-0.056306
Male
27
No
Yes
Unemployed
Suburban
Bachelor
1,673,244,000
38
Yes
No
Low Speed
Web_Chat_Support
Two year
0hrs
Disabled
08a85b7d-06ed-4a00-bc39-43a52e38e307
no_churn
0.015391
0
no_churn
-0.023643
-0.005233
-0.009765
-0.066511
0.004594
-0.104509
-0.026202
-0.037757
Female
30
No
Yes
Unemployed
Suburban
Doctor
1,673,244,000
6
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
bdd4af7d-c9db-47c5-aba3-6b0b499eb86b
no_churn
0.263569
0
no_churn
-0.019614
-0.015739
-0.029274
-0.133685
0.012223
0.048289
-0.051672
-0.067054
Male
69
No
Yes
Employed
Suburban
Bachelor
1,673,244,000
64
Yes
Yes
Medium Speed
Web_Chat_Support
One year
0hrs
Disabled
25acf999-deee-412c-8db1-d56331c22d49
no_churn
0.009997
0
no_churn
-0.070696
-0.003004
-0.002132
-0.02858
0.007122
-0.08159
-0.034656
-0.055491
Male
40
No
No
Disabled
Suburban
College
1,673,244,000
2
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
ebceb183-32d0-4d5b-a61c-bd00c5e3e5bb
churn
0.507345
1
churn
0.104913
-0.015461
-0.035994
-0.066998
-0.029568
0.090901
-0.052234
-0.068178
Male
62
Yes
No
Employed
Suburban
Bachelor
1,673,244,000
1
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
34462301-2523-40d8-a874-f221b54656c0
no_churn
0.299099
0
no_churn
0.214698
-0.004688
0.000731
-0.105151
0.00444
0.113129
-0.05345
-0.061319
Female
25
No
No
Employed
Urban
High School or Below
1,673,244,000
2
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
3c9ce776-feaa-4e5f-b93f-1176daab1b5c
churn
0.145214
1
churn
0.104646
-0.008306
-0.020163
-0.088875
-0.046848
0.082932
-0.049173
-0.072328
Female
56
Yes
No
Employed
Urban
College
1,673,244,000
1
Yes
No
Medium Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
c1874ee1-eac6-44b1-8fe8-6a0c05c689c6
no_churn
0.305014
0
no_churn
0.157282
-0.007505
-0.046051
-0.163503
-0.019224
0.092608
-0.045897
-0.059226
Female
61
Yes
Yes
Medical Leave
Suburban
College
1,673,244,000
72
Yes
Yes
Low Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
c5839734-5bac-4eee-97c1-2e9fdaf1befa
no_churn
0.001951
0
no_churn
-0.148464
-0.004226
-0.0045
-0.060132
0.010861
0.046719
-0.022025
-0.062259
Female
50
No
Yes
Employed
Urban
Bachelor
1,673,244,000
1
Yes
No
High Speed
Web_Chat_Support
Month-to-month
0hrs
Disabled
f192f6a3-d11a-417a-811f-e02262187880
no_churn
0.677425
0
no_churn
0.246409
-0.012075
-0.018046
-0.05183
0.030844
0.129298
-0.031416
-0.049345
Male
37
No
Yes
Disabled
Suburban
Bachelor
1,673,244,000
71
Yes
Yes
Low Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
5f3a8e39-e302-4c25-a24b-5587b0baa323
churn
0.165154
0
no_churn
-0.160391
0.000109
0.037395
-0.014807
0.031332
0.117723
0.127899
0.123049
Male
37
No
No
Employed
Suburban
College
1,673,244,000
2
Yes
No
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
37f61ce5-93ec-4002-b23d-9161ee435fb5
no_churn
0.76735
0
no_churn
0.218512
-0.007112
-0.015082
-0.014567
0.093425
0.135641
0.061242
0.105581
Male
71
Yes
No
Employed
Urban
High School or Below
1,673,244,000
56
Yes
Yes
Low Speed
Web_Chat_Support
One year
<50hrs
Active
5d364d1f-580f-49f9-9d21-253ba80adb5a
no_churn
0.199831
0
no_churn
0.056972
0.001004
0.071786
0.031338
0.098071
0.01996
0.135149
0.072694
Female
73
No
Yes
Disabled
Rural
Bachelor
1,673,244,000
13
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
5c27d5e9-dea1-4149-b291-4624c54199c7
churn
0.771736
1
churn
0.115684
-0.002866
0.095916
-0.0073
0.16037
0.137687
0.094215
0.113934
Female
24
No
No
Employed
Urban
High School or Below
1,673,244,000
63
Yes
Yes
Low Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
076672ea-84a4-436e-93d2-5fa182ea38bc
no_churn
0.509473
1
churn
-0.161367
-0.000829
0.044884
0.067514
0.052765
0.071686
0.120224
0.098216
Male
41
Yes
No
Disabled
Suburban
High School or Below
1,673,244,000
27
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
8d34988c-0f14-49cc-a838-34d3c718cf89
no_churn
0.448763
0
no_churn
-0.158062
-0.002392
-0.062916
-0.132167
0.032737
0.042658
-0.036767
0.067882
Male
37
Yes
No
Disabled
Urban
College
1,673,244,000
40
Yes
Yes
Low Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
31c04189-5951-46e5-a8c1-5d59b75591dc
no_churn
0.622487
1
churn
-0.049897
-0.004229
0.116521
0.110771
0.106433
0.14101
0.14262
0.137745
Female
79
No
Yes
Unemployed
Suburban
Master
1,673,244,000
52
Yes
Yes
Low Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
880a7f19-36a8-45e3-a002-32a903769451
churn
0.026741
0
no_churn
-0.119149
-0.000037
0.055449
0.007078
0.063993
0.132254
0.093567
0.117818
Female
50
Yes
Yes
Employed
Suburban
Bachelor
1,673,244,000
71
Yes
Yes
Medium Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
7f596621-805f-4d1d-bad5-9725e383828c
no_churn
0.054984
0
no_churn
-0.201039
-0.001914
0.01314
-0.02295
0.052093
0.056364
-0.001737
0.067016
Female
29
No
No
Medical Leave
Rural
Master
1,673,244,000
62
Yes
Yes
Medium Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
4bb5a624-bb3b-4577-bbbf-a2ccc94e427b
churn
0.115781
0
no_churn
-0.113692
-0.001733
-0.001715
0.026866
0.071204
0.050296
0.043222
0.087144
Male
40
No
Yes
Employed
Suburban
College
1,673,244,000
24
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
25fb05f2-0bcd-45f4-92d1-cf1c843cfbcc
churn
0.746831
1
churn
-0.178395
-0.005525
0.038622
-0.089614
0.029278
0.04305
-0.118375
0.021933
Male
53
No
Yes
Medical Leave
Suburban
High School or Below
1,673,244,000
54
Yes
Yes
Medium Speed
Web_Chat_Support
Two year
100hrs+
Active
de3f9cb6-6c19-4244-a799-6e8a420f6769
churn
0.102913
0
no_churn
-0.060715
-0.002052
-0.056103
-0.101128
0.056516
-0.118471
0.042602
0.060324
Male
22
No
No
Employed
Rural
College
1,673,244,000
58
Yes
Yes
Low Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
73a9fe83-a4d9-4c39-bb39-39512ec534ce
no_churn
0.251627
0
no_churn
-0.151626
-0.005688
-0.020033
-0.005552
0.054289
0.040976
0.032412
0.092194
Male
26
Yes
No
Disabled
Suburban
Master
1,673,244,000
10
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
8ab37a68-9a52-4047-ab75-27b9cb06ad30
churn
0.874535
1
churn
-0.025409
-0.006929
-0.061581
-0.120254
0.028094
0.065783
0.022955
0.08185
Female
27
Yes
Yes
Unemployed
Suburban
High School or Below
1,673,244,000
2
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
24314db6-9c09-44db-a27b-44f0365d1c51
no_churn
0.71539
1
churn
0.232207
-0.003599
-0.031704
-0.00851
0.098544
0.148439
0.153725
0.136872
Male
59
Yes
Yes
Medical Leave
Rural
Bachelor
1,673,244,000
22
Yes
No
High Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
53d7ec66-0c57-4f38-8e1b-a8b8516336d4
no_churn
0.498122
0
no_churn
-0.06502
-0.006883
-0.010277
-0.034213
0.097946
0.049802
0.054927
0.07969
Female
71
No
Yes
Medical Leave
Suburban
High School or Below
1,673,244,000
16
Yes
Yes
Medium Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
e2dff8c8-3fdd-4bea-bcc0-7fc38e87b61b
churn
0.799914
1
churn
0.054476
-0.000832
-0.012392
-0.111403
0.054945
0.094007
0.058116
0.087724
Female
54
Yes
Yes
Unemployed
Urban
College
1,673,244,000
17
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
<50hrs
Active
84d82053-ba19-4661-bd11-b3576038fa05
churn
0.605327
1
churn
0.172792
-0.004214
0.052199
0.060285
0.150936
0.138472
0.07891
0.039926
Female
79
No
Yes
Employed
Suburban
College
1,673,244,000
12
Yes
No
Medium Speed
Web_Chat_Support
Month-to-month
<80hrs
Active
abd37fc2-d99e-4877-90b8-8c938fcf36d6
no_churn
0.494606
0
no_churn
0.084354
0.000475
0.027115
0.127318
0.081015
0.127384
0.088231
0.125083
Male
67
No
Yes
Unemployed
Suburban
High School or Below
1,673,244,000
1
Yes
No
Low Speed
Web_Chat_Support
Month-to-month
<50hrs
Active
ee6cd1e9-68f1-432b-9d0a-b4ec96ace80f
churn
0.89976
1
churn
0.234158
-0.004922
-0.042139
0.062038
0.126801
0.139963
0.055458
0.088784
Female
45
No
No
Employed
Suburban
Master
1,673,244,000
64
Yes
Yes
High Speed
Web_Chat_Support
One year
<80hrs
Active
a83e68fa-c0ca-42f4-a74c-2e3e3790fa1f
no_churn
0.113384
0
no_churn
0.036617
0.000445
0.073657
0.0438
0.10113
0.01117
0.099068
0.08842
Male
52
No
No
Employed
Suburban
Bachelor
1,673,244,000
23
Yes
Yes
High Speed
Web_Chat_Support
Month-to-month
100hrs+
Active
3d276baf-df8f-4396-bbe4-07f3f2232886
churn
0.69175
1
churn
0.034154
-0.005511
0.154184
0.06377
0.159198
0.087321
0.110086
0.072772
Male
60
No
Yes
Medical Leave
Suburban
College
1,673,244,000
51
Yes
Yes
High Speed
Web_Chat_Support
One year
<50hrs
Active
62971804-8ed6-4d56-9b85-8d47ac5341ae
no_churn
0.188855
0
no_churn
-0.135931
-0.004228
0.008671
-0.040316
0.012509
-0.116276
-0.0279
0.034445
Female
68
No
No
Employed
Suburban
College
1,673,244,000
37
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<80hrs
Active
0e3d302e-f3a6-4ae0-8ca8-ee74fd623a3c
churn
0.499485
1
churn
-0.072089
-0.003022
0.099141
0.082377
0.042086
0.107919
0.015812
0.030176
Male
70
No
Yes
Employed
Suburban
Bachelor
1,673,244,000
4
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<80hrs
Active
560b6748-8f0d-4f3a-b000-bfb68da23763
churn
0.79493
1
churn
0.245503
-0.001704
0.056161
0.068925
0.077107
0.153726
0.063131
0.058126
Male
50
No
No
Unemployed
Urban
Doctor
1,673,244,000
50
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
100hrs+
Active
ff21de65-e4cb-40dd-8167-c735d91c6ecc
churn
0.580559
0
no_churn
-0.116173
-0.001662
0.046675
-0.01412
0.078521
0.064739
-0.037823
-0.03085
Female
36
No
No
Unemployed
Suburban
Master
1,673,244,000
32
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<80hrs
Active
8de57127-5e98-46ad-b9e9-699729c173da
no_churn
0.519632
0
no_churn
-0.02484
-0.001374
0.061216
0.070497
0.033173
0.098593
0.022827
0.036739
Male
74
No
Yes
Employed
Suburban
College
1,673,244,000
72
Yes
Yes
Fiber optic
Web_Chat_Support
One year
<50hrs
Active
81c6e508-27c5-4cc5-ad7b-5133c0e31399
no_churn
0.094552
0
no_churn
-0.168918
-0.002493
-0.004575
0.008225
-0.058956
-0.101205
0.013007
0.045888
Female
69
No
Yes
Employed
Rural
Bachelor
1,673,244,000
10
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<50hrs
Active
428a00ca-f265-4334-b381-754c5169efe4
churn
0.607336
1
churn
0.193452
-0.003678
0.042168
0.067627
0.075888
0.161454
0.113885
0.080177
Female
36
No
Yes
Employed
Suburban
Master
1,673,244,000
37
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<50hrs
Active
37d87ece-d670-4f13-a21d-d80205b8938f
churn
0.59831
1
churn
0.006605
-0.003307
0.146481
0.119195
0.075384
0.144175
0.113117
0.057887
Male
33
Yes
No
Unemployed
Suburban
Bachelor
1,673,244,000
71
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<80hrs
Active
c4be76aa-fe07-489c-b536-6e6748694320
no_churn
0.023343
0
no_churn
-0.260575
-0.003827
0.027785
-0.005687
0.024829
0.021214
-0.06854
0.05744
Male
32
No
Yes
Employed
Suburban
Bachelor
1,673,244,000
8
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
100hrs+
Active
bd940a21-954c-4a2f-a9db-8a5a4f57bd47
no_churn
0.750578
1
churn
0.029955
-0.004419
0.035016
-0.039545
0.076129
0.07991
-0.010803
0.022638
Female
59
No
No
Unemployed
Suburban
College
1,673,244,000
36
Yes
Yes
Fiber optic
Web_Chat_Support
Month-to-month
<80hrs
Active
b0c37f7f-a629-4b0d-929f-044b0cfcb375
no_churn
0.356223
0
no_churn
0.045733
-0.002276
0.132004
0.098211
0.102545
0.14405
0.091055
0.044271
Male
46
Yes
Yes
Employed
Rural
Bachelor
1,673,244,000
1
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
<80hrs
Active
60cbd4c0-533b-46db-9779-68659f066bf5
churn
0.898137
1
churn
0.363996
-0.003773
-0.023682
0.050704
0.044275
0.157237
0.098271
0.043945
Female
58
No
No
Unemployed
Rural
College
1,673,244,000
13
Yes
Yes
Fiber optic
Web_Chat_Support
One year
100hrs+
Active
4658f36c-bb2d-430a-8b43-e3d86e7992f4
no_churn
0.315191
0
no_churn
0.068886
-0.001798
0.017352
0.039358
0.00362
-0.027898
0.103911
0.087543
Male
30
No
No
Employed
Urban
High School or Below
1,673,244,000
2
Yes
No
Fiber optic
Web_Chat_Support
Month-to-month
<50hrs
Active
1c6a6adc-3bcc-4aa2-9132-bcee57db1258
churn
0.639085
1
churn
0.042043
-0.00701
-0.115558
-0.041222
-0.030965
0.095016
-0.120777
0.010368
Male
32
No
Yes
Unemployed
Suburban
Bachelor
1,673,244,000