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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
49	Yes	Yes	Medium Speed	Phone_Support	One year	<80hrs	Active	e97d91cb-2f17-4d59-91b8-09274e29f79b	churn	0.1404	1	churn	-0.018774	-0.002069	-0.011684	-0.029102	0.089043	-0.027049	0.05762	0.082988	Male	23	Yes	No	Employed	Suburban	High School or Below	1,671,688,800
69	Yes	No	High Speed	Phone_Support	Two year	<50hrs	Active	65d64b88-8e03-4d66-89a5-065c452674e0	no_churn	0.020048	0	no_churn	-0.102936	-0.002221	-0.033483	-0.015881	0.030159	-0.204066	0.032095	0.047306	Male	47	No	Yes	Unemployed	Suburban	College	1,671,688,800
60	Yes	No	High Speed	In_Store_Support	One year	<80hrs	Active	97c00d61-0841-4eae-a986-fa32e0669fc9	no_churn	0.031723	0	no_churn	-0.084639	-0.006132	-0.008145	-0.04164	-0.046499	-0.075516	0.023588	0.029958	Female	47	No	No	Employed	Urban	College	1,671,688,800
59	Yes	Yes	Low Speed	In_Store_Support	One year	100hrs+	Active	a9324c68-d425-4c15-916d-ebee34b83343	churn	0.05081	0	no_churn	-0.123515	-0.003571	0.017455	-0.014227	-0.078135	-0.105886	0.019833	0.03902	Female	56	No	No	Disabled	Suburban	Bachelor	1,671,688,800
71	Yes	Yes	High Speed	In_Store_Support	One year	<80hrs	Active	a57ce6bc-6f3f-472f-b502-10a83c6c0861	no_churn	0.052233	0	no_churn	-0.119982	-0.00402	0.00514	-0.006464	-0.016614	-0.064633	0.005921	0.041627	Male	50	No	No	Employed	Suburban	College	1,671,688,800
29	No	No phone service	Medium Speed	Phone_Support	One year	0hrs	Disabled	8db9389c-5f29-424f-9905-967d360c72d3	no_churn	0.022868	0	no_churn	-0.072995	0.015145	0.007017	-0.058071	0.019587	-0.103922	-0.031183	-0.044604	Female	36	No	Yes	Employed	Suburban	Bachelor	1,671,688,800
60	Yes	No	Low Speed	In_Store_Support	One year	0hrs	Disabled	7d8acb54-a999-40c6-85fa-d42784845b0f	no_churn	0.019875	0	no_churn	-0.044664	-0.006471	-0.012953	-0.04526	-0.018796	-0.09265	-0.019016	-0.019217	Male	25	Yes	No	Employed	Suburban	College	1,671,688,800
43	No	No phone service	Low Speed	Phone_Support	One year	0hrs	Disabled	48d04127-0680-41a3-96c8-1645680f0821	no_churn	0.044024	0	no_churn	-0.0696	0.05677	0.009257	-0.018407	-0.017305	-0.044204	-0.020073	-0.015464	Male	33	No	Yes	Employed	Suburban	High School or Below	1,671,688,800
21	Yes	No	High Speed	Phone_Support	One year	0hrs	Disabled	38183b5c-c012-4b37-b663-10539649faec	no_churn	0.11259	0	no_churn	-0.025549	-0.004929	-0.037573	-0.024016	-0.008026	-0.092522	-0.039152	-0.037259	Male	71	No	No	Employed	Urban	Bachelor	1,671,688,800
72	Yes	No	High Speed	Phone_Support	Two year	0hrs	Disabled	2da9b4a6-e26e-49ba-9675-e61e336e6fa1	no_churn	0.029108	0	no_churn	-0.077724	-0.00368	-0.015199	-0.014857	0.00305	-0.120785	-0.016394	-0.023437	Female	36	No	No	Employed	Urban	Master	1,671,688,800
17	Yes	Yes	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	07c5f95e-8ba2-4d31-b63c-e5c85e903fa4	no_churn	0.127615	0	no_churn	0.019601	-0.007848	-0.094303	-0.053709	-0.109766	0.04075	-0.023153	-0.030597	Male	73	Yes	No	Retired	Rural	Bachelor	1,671,688,800
3	No	No phone service	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	aeb54ec6-cb77-4896-aa2c-5964367b51d8	churn	0.419491	1	churn	0.161613	0.100334	0.035027	0.010374	0.067211	0.145554	-0.007111	0.004512	Male	43	No	Yes	Unemployed	Suburban	Bachelor	1,671,688,800
69	No	No phone service	High Speed	Phone_Support	Two year	0hrs	Disabled	49f78679-05ea-4a36-b36c-c207693f17ce	no_churn	0.013982	0	no_churn	-0.089366	0.008464	-0.003883	-0.014955	0.003122	-0.135179	-0.016312	-0.020917	Female	42	No	No	Employed	Suburban	High School or Below	1,671,688,800
5	No	No phone service	Medium Speed	In_Store_Support	Month-to-month	0hrs	Disabled	dbb76ce6-370f-4612-bd9d-f42e5eea6bce	churn	0.274168	1	churn	0.166816	0.191388	0.048936	0.067333	0.104667	0.131823	-0.005947	0.000623	Female	77	Yes	No	Employed	Suburban	College	1,671,688,800
31	Yes	Yes	Medium Speed	Phone_Support	Month-to-month	0hrs	Disabled	69317e84-11b9-4aea-8666-3e66eb9f5ab4	churn	0.124232	1	churn	-0.065179	-0.004827	-0.004652	-0.106711	0.009668	0.046756	-0.062324	-0.081758	Female	48	No	No	Employed	Suburban	Bachelor	1,671,688,800
21	No	No phone service	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	5a1b2cf8-0d6f-461b-8b09-e1f3c034b007	no_churn	0.127127	0	no_churn	-0.143113	0.030375	0.007533	-0.051003	0.012397	0.055953	-0.048424	-0.052744	Female	56	No	Yes	Retired	Rural	College	1,671,688,800
57	Yes	No	Medium Speed	Phone_Support	One year	0hrs	Disabled	b7636430-5fac-4271-b9c0-4e82713ba715	no_churn	0.036975	0	no_churn	-0.048147	-0.002461	0.005312	-0.023588	-0.0119	-0.077906	-0.045872	-0.054463	Female	40	No	No	Unemployed	Suburban	Master	1,671,688,800
42	Yes	Yes	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	f141455a-7fdf-4992-9493-7b3d2a98fd43	no_churn	0.076514	0	no_churn	0.007438	-0.002083	0.067188	-0.007373	0.09178	0.101813	-0.031843	-0.005898	Male	42	No	No	Unemployed	Rural	College	1,671,688,800
6	Yes	No	Medium Speed	In_Store_Support	Month-to-month	0hrs	Disabled	7fca8ed4-a171-4f78-b445-bd28ecab701d	no_churn	0.299161	0	no_churn	0.026644	-0.015828	-0.027155	-0.041663	-0.012496	0.060492	-0.036129	-0.020594	Female	28	No	No	Employed	Rural	College	1,671,688,800
24	Yes	Yes	Medium Speed	In_Store_Support	One year	0hrs	Disabled	e3a32925-0504-433f-8c9c-5c7d9855acff	no_churn	0.066267	0	no_churn	-0.082188	-0.004097	0.014463	-0.049968	-0.034712	-0.070029	-0.018103	-0.024392	Male	42	No	Yes	Unemployed	Suburban	College	1,671,688,800
12	No	No phone service	High Speed	Phone_Support	One year	0hrs	Disabled	fe723f19-ac35-4ee1-8920-a3612e4e8e6c	no_churn	0.130379	0	no_churn	-0.006926	0.023018	0.011707	-0.040196	0.024381	-0.069115	-0.016605	-0.025289	Female	30	No	No	Employed	Rural	Bachelor	1,671,688,800
13	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	4669893a-3fa6-44b4-9ed6-524d34fc69cb	no_churn	0.232522	0	no_churn	-0.061374	-0.011527	-0.043772	-0.042389	-0.049998	0.042731	-0.030523	-0.037173	Male	27	No	No	Employed	Urban	College	1,671,688,800
15	No	No phone service	High Speed	In_Store_Support	One year	0hrs	Disabled	80bfc489-d364-4eea-9bd5-e982599971b1	no_churn	0.055357	0	no_churn	-0.003321	0.021949	-0.005029	-0.03742	-0.028896	-0.147553	-0.027873	-0.029882	Male	25	No	No	Employed	Suburban	High School or Below	1,671,688,800
54	Yes	Yes	Low Speed	In_Store_Support	One year	0hrs	Disabled	9baedfa4-f582-4ba7-8f86-24f88c417045	no_churn	0.046999	0	no_churn	0.039852	-0.00325	0.057341	0.048508	0.028463	0.019739	-0.016173	-0.013505	Male	54	No	Yes	Employed	Suburban	Bachelor	1,671,688,800
31	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	8e2ccba8-d557-42b9-b3fe-279cba033ec9	no_churn	0.071083	0	no_churn	0.052575	-0.014283	-0.076556	-0.08995	-0.023383	0.086616	-0.013807	0.002425	Male	55	No	No	Unemployed	Urban	High School or Below	1,671,688,800
66	Yes	Yes	Low Speed	Phone_Support	One year	<80hrs	Active	32ba2165-90cb-40ba-9611-26ba2f879938	no_churn	0.216936	0	no_churn	-0.068179	-0.003074	-0.047207	-0.013778	0.016135	-0.10812	-0.076083	0.06128	Male	54	No	No	Medical Leave	Suburban	College	1,671,688,800
25	Yes	No	High Speed	In_Store_Support	Month-to-month	<80hrs	Active	5d893817-3d11-499f-b932-df597dfb344f	no_churn	0.356552	0	no_churn	-0.106566	-0.007034	-0.095858	-0.04743	-0.071607	0.047636	0.028939	0.031607	Male	72	No	Yes	Employed	Suburban	College	1,671,688,800
47	Yes	Yes	Low Speed	Phone_Support	Month-to-month	<80hrs	Active	79ed2b8b-ec84-452b-915d-47797f0c0cd5	churn	0.505917	1	churn	-0.089142	-0.00456	-0.000608	-0.035837	0.057927	0.061276	0.006554	0.085363	Female	39	No	Yes	Employed	Suburban	Doctor	1,671,688,800
53	Yes	Yes	Low Speed	In_Store_Support	One year	<50hrs	Active	f75508f0-bb28-4e19-b103-a98d9abf43c3	no_churn	0.230578	0	no_churn	-0.040781	-0.000291	0.031455	-0.018687	0.017294	-0.023648	0.033994	0.021637	Male	43	No	No	Employed	Suburban	College	1,671,688,800
69	Yes	Yes	High Speed	Phone_Support	Two year	100hrs+	Active	49b977b9-be01-4cef-8672-d40c39f9f906	no_churn	0.094773	0	no_churn	-0.086236	-0.001895	0.006992	-0.016214	-0.001034	-0.257335	0.037732	0.048964	Female	80	No	No	Employed	Suburban	College	1,671,688,800
65	Yes	Yes	Medium Speed	In_Store_Support	Month-to-month	100hrs+	Active	4529a196-a4ff-4f76-85d7-aec3e9bcac22	churn	0.391725	1	churn	-0.061995	0.000116	0.037281	0.03037	-0.071714	0.078217	0.044319	0.049379	Male	40	No	No	Employed	Suburban	Bachelor	1,671,688,800
72	Yes	Yes	Medium Speed	Phone_Support	One year	<80hrs	Active	deae3b0a-4cb7-40a0-b045-fa94b5c07405	no_churn	0.114758	0	no_churn	-0.157279	-0.002152	-0.029254	0.008595	0.030829	-0.08627	0.02459	0.051914	Male	70	Yes	No	Unemployed	Suburban	College	1,671,688,800
30	Yes	Yes	High Speed	In_Store_Support	Month-to-month	<80hrs	Active	85acad9e-cc33-4bcf-ae58-5e5b98cce376	no_churn	0.377137	0	no_churn	0.030612	0.000263	0.077354	0.024938	0.07378	0.108908	0.096177	0.016251	Female	71	No	No	Unemployed	Urban	High School or Below	1,671,688,800
42	Yes	No	Medium Speed	Phone_Support	Two year	<50hrs	Active	2906a1d6-cfd0-4fb5-8965-5ba6afa0d33d	no_churn	0.058331	0	no_churn	-0.002427	-0.001426	-0.00569	0.00365	0.071681	-0.141752	-0.002501	0.049438	Male	33	No	Yes	Employed	Suburban	College	1,671,688,800
50	Yes	No	Medium Speed	In_Store_Support	One year	100hrs+	Active	70417210-f34e-4bb2-a88f-0d00362167d8	no_churn	0.098526	0	no_churn	-0.071995	-0.003392	-0.043027	-0.016304	-0.098747	-0.034095	0.008617	0.029917	Female	59	No	No	Employed	Suburban	Bachelor	1,671,688,800
41	Yes	Yes	Medium Speed	Phone_Support	One year	<80hrs	Active	7f623baa-c5a4-401d-a426-b47b3e331474	no_churn	0.203946	0	no_churn	-0.029378	-0.000406	0.006909	0.070697	0.083842	-0.10965	0.072646	0.066315	Male	29	Yes	No	Employed	Urban	College	1,671,688,800
64	Yes	Yes	Fiber optic	Phone_Support	Two year	<80hrs	Active	939c23be-341c-4a28-a1fd-99d3f38c748e	no_churn	0.083295	0	no_churn	-0.174489	-0.00229	0.010109	0.005727	0.015796	-0.14363	0.014062	0.02569	Female	46	No	No	Employed	Suburban	Master	1,671,688,800
60	Yes	Yes	Fiber optic	Phone_Support	Two year	<50hrs	Active	9b30e7e3-19c6-4dda-927e-28eaeb0ff06f	no_churn	0.048606	0	no_churn	-0.127227	-0.002234	0.016017	0.0031	0.009493	-0.123931	0.000362	0.035396	Female	59	Yes	No	Retired	Suburban	College	1,671,688,800
50	Yes	No	Fiber optic	In_Store_Support	Two year	<80hrs	Active	d806e1a5-14a6-443f-ab41-0f27db01c3c6	no_churn	0.048585	0	no_churn	-0.096079	-0.003655	-0.051997	0.04278	-0.072096	-0.122142	0.023308	0.010856	Female	53	Yes	No	Employed	Suburban	College	1,671,688,800
56	Yes	Yes	Fiber optic	In_Store_Support	Two year	<50hrs	Active	2dffd923-1d72-4e53-ae59-46515b5bdb4b	no_churn	0.059948	0	no_churn	-0.090005	-0.002447	-0.000864	0.027051	-0.078986	-0.158954	0.022474	0.022705	Female	72	No	No	Employed	Urban	College	1,671,688,800
46	Yes	Yes	Fiber optic	Phone_Support	Two year	<50hrs	Active	dfb38810-50eb-4b19-836f-a93f78fb92d4	no_churn	0.160284	0	no_churn	-0.082963	-0.002279	0.026449	0.049551	0.037577	-0.197672	0.032361	0.057949	Male	52	No	Yes	Employed	Suburban	High School or Below	1,671,688,800
72	Yes	Yes	Fiber optic	Phone_Support	Two year	<80hrs	Active	33f312f8-54b8-4a30-8fd7-f2effe032cf5	no_churn	0.016714	0	no_churn	-0.111906	-0.002109	0.042073	0.049363	0.04703	-0.079431	0.064395	0.054154	Female	63	No	Yes	Employed	Rural	Master	1,671,688,800
72	Yes	Yes	Fiber optic	Phone_Support	Two year	<80hrs	Active	36925ba8-4799-4be2-a58a-be5c03c5a0ef	no_churn	0.010934	0	no_churn	-0.111906	-0.002109	0.042073	0.049363	0.04703	-0.079431	0.064395	0.054154	Female	43	No	Yes	Employed	Suburban	Bachelor	1,671,688,800
72	Yes	Yes	Fiber optic	Phone_Support	Two year	100hrs+	Active	15467e5e-2d27-4f6a-bb3f-c3e5a36b54d2	no_churn	0.006389	0	no_churn	-0.197311	-0.002515	0.027454	0.026644	0.016404	-0.216141	0.029201	0.047238	Male	75	No	No	Employed	Suburban	College	1,671,688,800
34	Yes	Yes	Fiber optic	In_Store_Support	Month-to-month	100hrs+	Active	fcdf99d1-c310-4485-874a-63be3f6dba7d	no_churn	0.390539	0	no_churn	-0.14797	-0.006163	-0.070194	0.023712	-0.084504	0.043041	-0.018509	0.001561	Female	68	No	Yes	Employed	Rural	Bachelor	1,671,688,800
67	Yes	No	Fiber optic	In_Store_Support	Two year	<80hrs	Active	30950f09-b8f2-4ab9-a786-201edf8b0e8d	no_churn	0.099605	0	no_churn	-0.080657	-0.002516	-0.103492	0.053083	-0.004737	-0.103723	0.050719	0.032297	Male	50	Yes	Yes	Unemployed	Urban	Bachelor	1,671,688,800
72	Yes	No	Fiber optic	In_Store_Support	Two year	100hrs+	Active	4c494401-47d1-4414-9c66-617ff5b43325	no_churn	0.021602	0	no_churn	-0.126317	-0.003491	-0.017199	0.026936	-0.029852	-0.150246	0.009787	0.021355	Female	75	Yes	Yes	Employed	Suburban	Doctor	1,671,688,800
33	Yes	No	Fiber optic	Phone_Support	One year	<50hrs	Active	6cbdf0f4-6ff0-4e3d-a10a-9263eda4e4e3	churn	0.313303	1	churn	0.030964	0.000258	0.022296	-0.008968	-0.033745	0.007784	-0.023787	0.006171	Male	78	No	Yes	Retired	Urban	Bachelor	1,671,688,800
71	Yes	Yes	Fiber optic	In_Store_Support	Two year	100hrs+	Active	da7ceee7-1795-465f-b0e8-076bfa6fccca	no_churn	0.10403	0	no_churn	-0.104442	-0.003094	0.017611	0.032617	-0.100683	-0.146988	0.022766	0.021854	Female	31	No	Yes	Medical Leave	Suburban	Doctor	1,671,688,800
38	Yes	Yes	Fiber optic	In_Store_Support	One year	0hrs	Disabled	6f660e8b-2fd3-449b-ae27-74293869145c	no_churn	0.076407	0	no_churn	-0.05413	-0.00286	-0.032476	0.051631	-0.029909	-0.093434	-0.016678	-0.02117	Female	24	No	No	Unemployed	Suburban	College	1,671,688,800
66	Yes	Yes	Fiber optic	Phone_Support	One year	0hrs	Disabled	3e05f64f-3e2d-46a4-b456-ef3aefc062ff	no_churn	0.073077	0	no_churn	-0.05307	-0.00297	0.033864	0.026061	0.002218	-0.234365	-0.014964	-0.019134	Female	33	No	Yes	Unemployed	Suburban	Master	1,671,688,800
4	Yes	Yes	Fiber optic	In_Store_Support	Month-to-month	0hrs	Disabled	95a80340-5049-42e7-a528-c7d4c0e9b6ab	churn	0.658473	1	churn	0.268147	-0.002795	0.034496	0.238003	-0.022793	0.130744	-0.007273	0.016195	Male	22	Yes	No	Employed	Suburban	High School or Below	1,671,688,800
26	Yes	Yes	Fiber optic	In_Store_Support	Month-to-month	0hrs	Disabled	026bf80c-f277-459f-84ad-870b106b72b8	no_churn	0.230664	0	no_churn	-0.129394	-0.007676	0.038402	-0.010137	-0.133137	0.053484	-0.035094	-0.03214	Male	38	No	Yes	Employed	Suburban	College	1,671,688,800
53	Yes	No	Fiber optic	Phone_Support	Month-to-month	0hrs	Disabled	fa0abfc8-d60f-40d8-8b21-953852cd7b44	no_churn	0.084328	0	no_churn	-0.171173	-0.004324	-0.078551	0.028725	0.031743	0.029432	-0.02295	-0.021928	Female	45	No	No	Medical Leave	Suburban	College	1,671,688,800
11	Yes	Yes	Fiber optic	In_Store_Support	Month-to-month	0hrs	Disabled	02ab5045-b0b3-47e4-9df9-d7df3c6228c8	churn	0.814682	1	churn	-0.017956	-0.003374	0.036092	0.100458	-0.152403	0.073895	-0.036453	-0.029564	Female	69	No	No	Unemployed	Urban	Doctor	1,671,688,800
3	Yes	Yes	Fiber optic	Phone_Support	Month-to-month	0hrs	Disabled	268f2b75-2416-470a-9dc8-c14dd43e2dc8	churn	0.785376	1	churn	0.212043	-0.004813	0.093168	0.134409	0.016871	0.155008	-0.019491	-0.02318	Female	51	No	No	Employed	Urban	College	1,671,688,800
19	Yes	Yes	Fiber optic	Phone_Support	Month-to-month	0hrs	Disabled	a9b7a600-de2a-41e9-89cb-110f4c20bbe3	no_churn	0.182234	0	no_churn	0.026011	-0.002728	-0.000413	0.158724	0.030353	0.114279	-0.02697	-0.021328	Female	37	No	Yes	Employed	Rural	High School or Below	1,671,688,800
64	Yes	No	Low Speed	In_Store_Support	One year	<80hrs	Active	069eb9a0-395e-4f35-8a7f-9f9a5eae889a	no_churn	0.081689	0	no_churn	-0.107679	-0.009386	-0.010575	-0.039085	-0.064264	-0.076895	0.016808	0.024549	Female	24	No	Yes	Employed	Urban	High School or Below	1,671,688,800
1	No	No phone service	High Speed	In_Store_Support	Month-to-month	100hrs+	Active	575964e1-e0c8-412a-b663-724ecd992d1c	churn	0.732931	1	churn	0.283015	0.138929	0.063009	0.000531	-0.038983	0.160276	0.026638	0.053058	Male	30	Yes	Yes	Employed	Suburban	Master	1,671,688,800
29	Yes	Yes	High Speed	In_Store_Support	Month-to-month	100hrs+	Active	2dad77e3-5139-4ad1-b7c2-9a90d37fcf1c	no_churn	0.208883	0	no_churn	-0.0826	-0.008483	0.00893	-0.079423	-0.117232	0.047821	-0.013119	0.03508	Male	80	No	No	Retired	Suburban	Doctor	1,671,688,800
13	Yes	No	Medium Speed	Phone_Support	Month-to-month	<80hrs	Active	2a29b483-490f-45b4-8ea7-2e4709f783f8	no_churn	0.287994	0	no_churn	0.119668	-0.000382	0.043584	0.01144	0.088212	0.130329	0.104834	0.134289	Male	52	Yes	Yes	Employed	Rural	Doctor	1,671,688,800
17	Yes	No	High Speed	In_Store_Support	Month-to-month	<50hrs	Active	87e093b7-ab69-43c8-836c-64e9d611f62a	no_churn	0.138541	0	no_churn	0.063825	-0.010024	0.01057	0.028701	-0.090177	0.093923	0.03463	-0.032806	Male	67	Yes	Yes	Employed	Suburban	College	1,671,688,800
14	No	No phone service	Medium Speed	Phone_Support	Month-to-month	100hrs+	Active	1bdcd869-9914-439f-9012-4b7b25d65d72	churn	0.447371	1	churn	0.063206	-0.010983	-0.006855	-0.025967	0.062487	0.103657	0.11238	0.108216	Female	23	No	No	Unemployed	Suburban	Bachelor	1,671,688,800
65	Yes	Yes	Low Speed	Phone_Support	One year	<80hrs	Active	9b671df4-e33c-48ed-8196-79d8c705ae1d	churn	0.177822	1	churn	-0.089771	-0.003478	-0.038769	-0.028947	0.025533	-0.071418	-0.075293	0.053118	Male	68	No	No	Unemployed	Suburban	College	1,671,688,800
56	Yes	Yes	Medium Speed	Phone_Support	One year	<80hrs	Active	31773a1d-5b36-4300-a19f-d276126a9cb6	no_churn	0.103073	0	no_churn	0.10589	0.000777	0.014447	0.061556	0.153516	0.03745	0.17584	0.091497	Male	31	No	Yes	Medical Leave	Rural	Bachelor	1,671,688,800
57	Yes	No	Medium Speed	Phone_Support	Two year	0hrs	Disabled	6efe5c94-b3de-4974-a0c5-37fb62c4fc6d	no_churn	0.032755	0	no_churn	-0.026424	-0.003082	0.002696	-0.049914	0.016533	-0.122605	-0.036948	-0.049282	Male	46	No	No	Unemployed	Suburban	Bachelor	1,671,688,800
50	Yes	Yes	High Speed	Phone_Support	Two year	0hrs	Disabled	4ea95be8-dc51-4ce0-aaa4-a1f1cd4e70d3	no_churn	0.01204	0	no_churn	-0.011223	-0.003083	0.025899	-0.021606	0.015228	-0.235522	-0.016874	-0.021846	Male	40	No	Yes	Retired	Urban	High School or Below	1,671,688,800
6	Yes	No	Medium Speed	Phone_Support	Month-to-month	0hrs	Disabled	5727f70b-01ad-48ce-bef2-72832507060b	no_churn	0.129405	0	no_churn	-0.017305	-0.009564	-0.01666	-0.132313	-0.016353	0.058111	-0.066538	-0.068404	Female	55	No	No	Employed	Urban	Bachelor	1,671,688,800
1	Yes	Yes	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	6a830dd1-d1cb-4622-b379-7fdb1cfdc39d	no_churn	0.298525	0	no_churn	0.160266	-0.012807	-0.009924	-0.069849	0.040472	0.123714	-0.046721	-0.058441	Female	67	Yes	No	Employed	Suburban	College	1,671,688,800
3	Yes	Yes	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	6fa96e08-92ee-4651-a0d1-d0ebf629c55a	no_churn	0.165613	0	no_churn	0.102516	-0.016631	-0.097144	-0.084172	-0.06187	0.068769	-0.052405	-0.055537	Male	57	No	No	Unemployed	Suburban	High School or Below	1,671,688,800
1	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	20ad3ea7-9564-48f2-964d-e78d69889b4e	no_churn	0.281051	0	no_churn	0.219737	-0.007025	-0.022192	-0.046504	-0.010735	0.11999	-0.019577	-0.000988	Male	31	Yes	No	Disabled	Suburban	High School or Below	1,671,688,800
39	Yes	Yes	High Speed	Phone_Support	Two year	0hrs	Disabled	6c50af22-3815-42d4-a11b-06f9ed24407a	no_churn	0.007763	0	no_churn	-0.025776	-0.006111	0.005512	-0.021944	0.013887	-0.173339	-0.020661	-0.030596	Female	41	No	Yes	Disabled	Suburban	Bachelor	1,671,688,800
5	Yes	No	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	c986efad-14fa-44ef-b9b6-1f34ba7757d9	no_churn	0.223199	0	no_churn	0.178229	-0.007471	-0.063379	0.015039	0.092223	0.120913	-0.028936	-0.048381	Male	47	No	Yes	Unemployed	Rural	Bachelor	1,671,688,800
33	Yes	Yes	Medium Speed	Phone_Support	Month-to-month	0hrs	Disabled	0508d7ad-09bf-489a-bba3-e69f97e0a5bf	no_churn	0.170904	0	no_churn	-0.055401	-0.004044	0.011123	-0.142355	0.036994	0.039038	-0.055557	-0.068824	Female	62	Yes	Yes	Employed	Suburban	High School or Below	1,671,688,800
71	Yes	Yes	High Speed	Phone_Support	Two year	0hrs	Disabled	7afc4832-8d7b-4dec-99ab-e62e4f15cba7	no_churn	0.00234	0	no_churn	-0.080753	-0.003509	0.006071	-0.010925	0.007978	-0.146652	-0.017508	-0.023728	Male	40	No	Yes	Employed	Suburban	High School or Below	1,671,688,800
69	Yes	Yes	High Speed	In_Store_Support	Two year	0hrs	Disabled	a0916b75-c9de-4ad3-b053-60f65c7132b4	no_churn	0.009356	0	no_churn	-0.049903	-0.003517	-0.002951	-0.028942	-0.033956	-0.113721	-0.016055	-0.01798	Male	71	No	Yes	Employed	Suburban	College	1,671,688,800
71	Yes	No	Low Speed	Phone_Support	Two year	0hrs	Disabled	b57999d7-bace-412d-a64e-88baeecc6d6c	no_churn	0.00194	0	no_churn	-0.077137	-0.003992	-0.011924	-0.021057	0.000876	-0.111252	-0.019695	-0.024845	Female	23	No	Yes	Employed	Suburban	Master	1,671,688,800
5	Yes	Yes	Medium Speed	In_Store_Support	Month-to-month	0hrs	Disabled	2a6b1c00-2898-43c1-bf4a-455d8c80a2fb	no_churn	0.439593	0	no_churn	0.197811	-0.012486	0.116927	0.031746	-0.02256	0.109993	-0.024301	-0.009584	Female	34	No	No	Employed	Suburban	Master	1,671,688,800
26	Yes	Yes	High Speed	In_Store_Support	One year	0hrs	Disabled	15ede936-996d-405b-9207-8f734235ee7a	no_churn	0.08682	0	no_churn	-0.009971	-0.00288	0.040938	-0.000824	-0.007297	-0.150257	-0.013394	-0.015063	Female	74	No	No	Employed	Suburban	College	1,671,688,800
60	Yes	Yes	Medium Speed	In_Store_Support	Two year	0hrs	Disabled	0360b400-6493-4591-933c-382704d58000	no_churn	0.006937	0	no_churn	-0.036711	-0.003538	-0.013315	-0.03526	-0.010408	-0.141394	-0.014572	-0.013829	Female	25	Yes	Yes	Employed	Urban	College	1,671,688,800
1	Yes	Yes	Medium Speed	In_Store_Support	Month-to-month	0hrs	Disabled	ecd62a6c-42d1-4b32-9d1e-dd0dce24a40e	churn	0.612621	1	churn	0.316146	-0.010979	0.065336	0.017182	-0.014455	0.139459	-0.025275	-0.019106	Male	24	Yes	No	Unemployed	Rural	Bachelor	1,671,688,800
12	Yes	No	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	45c74f15-8134-4b7d-806e-dac1eeb2dedc	no_churn	0.198281	0	no_churn	0.005094	-0.00411	-0.095397	-0.018486	0.003618	0.068773	-0.038072	-0.032909	Female	39	No	No	Employed	Suburban	High School or Below	1,671,688,800
6	Yes	No	Medium Speed	Phone_Support	Month-to-month	0hrs	Disabled	0cc7ab7b-c706-4516-a37e-226e978c198d	no_churn	0.256671	0	no_churn	-0.017305	-0.009564	-0.01666	-0.132313	-0.016353	0.058111	-0.066538	-0.068404	Female	51	No	Yes	Retired	Suburban	Master	1,671,688,800
38	Yes	No	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	32bff9ea-9fc8-499a-bc72-b43e010adb88	churn	0.184207	1	churn	-0.064776	-0.01946	-0.062414	-0.088885	-0.048431	0.046947	-0.014509	-0.017496	Female	69	No	Yes	Unemployed	Rural	Master	1,671,688,800
8	No	No phone service	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	51f375a3-0889-41a1-80c9-5f00be49f9cb	churn	0.206629	1	churn	-0.033422	0.02942	0.009027	-0.054485	-0.202914	0.0556	-0.026206	-0.036046	Male	57	No	No	Unemployed	Suburban	College	1,671,688,800
1	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	a1ffd11e-c6b0-439b-a950-6d09bce7e39f	churn	0.603475	1	churn	0.219737	-0.007025	-0.022192	-0.046504	-0.010735	0.11999	-0.019577	-0.000988	Female	25	No	Yes	Employed	Urban	Master	1,671,688,800
69	Yes	No	High Speed	Phone_Support	Two year	0hrs	Disabled	cbab3ce4-7fab-45d4-bcaf-3af6ec31aeca	no_churn	0.012011	0	no_churn	-0.057608	-0.003558	-0.021153	-0.018399	0.002759	-0.127644	-0.018272	-0.025151	Female	33	No	Yes	Employed	Suburban	High School or Below	1,671,688,800
14	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	05c37bfd-bd90-4e26-adac-1e3ec41d1c6f	no_churn	0.077255	0	no_churn	-0.018983	-0.007168	-0.015551	0.018069	-0.014305	0.064894	-0.022685	-0.035939	Female	28	No	Yes	Disabled	Rural	College	1,671,688,800
1	Yes	Yes	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	ce981c4d-1884-4f8c-9ba6-93bb32b923c4	no_churn	0.60387	0	no_churn	0.160266	-0.012807	-0.009924	-0.069849	0.040472	0.123714	-0.046721	-0.058441	Male	50	Yes	No	Disabled	Suburban	College	1,671,688,800
19	Yes	No	Medium Speed	In_Store_Support	One year	0hrs	Disabled	9fabaea0-e164-4418-92b9-688ed190e738	no_churn	0.106532	0	no_churn	0.013483	-0.003752	-0.034185	0.01759	0.007371	-0.15245	-0.020584	-0.020833	Female	26	No	Yes	Employed	Rural	Bachelor	1,671,688,800
26	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	f6a045bf-3717-4198-b76b-1f799bff8d1e	no_churn	0.051305	0	no_churn	-0.103934	-0.013126	-0.106143	-0.021066	-0.024494	0.036662	-0.02343	-0.013495	Female	71	Yes	Yes	Unemployed	Suburban	College	1,671,688,800
71	Yes	Yes	Medium Speed	Phone_Support	Two year	0hrs	Disabled	0a148127-b8f9-4cd3-8723-a3d1b9d87db2	no_churn	0.002468	0	no_churn	-0.075988	-0.003154	-0.001914	-0.033141	0.004669	-0.116725	-0.018831	-0.023941	Female	26	No	No	Employed	Suburban	High School or Below	1,671,688,800
39	Yes	No	High Speed	Phone_Support	Two year	0hrs	Disabled	49a24006-169c-4b40-8cd7-eaa1c7d488a2	no_churn	0.009674	0	no_churn	-0.015866	-0.006109	-0.011557	-0.063497	0.003328	-0.121987	-0.018531	-0.034807	Female	23	Yes	Yes	Employed	Suburban	Bachelor	1,671,688,800
42	Yes	Yes	High Speed	Phone_Support	Two year	0hrs	Disabled	d48a7ced-803d-437d-abd1-354b69bb9ee0	no_churn	0.014148	0	no_churn	-0.011701	-0.00394	0.009863	-0.024807	0.019744	-0.190122	-0.026881	-0.031182	Male	44	Yes	Yes	Unemployed	Suburban	College	1,671,688,800
58	No	No phone service	High Speed	In_Store_Support	One year	0hrs	Disabled	2d613eea-2daa-4fb3-b6b2-abbfca50ae3d	no_churn	0.029393	0	no_churn	-0.08385	0.019577	0.000362	-0.031307	-0.051991	-0.078574	-0.025301	-0.017941	Male	35	No	No	Employed	Suburban	Master	1,671,688,800
13	Yes	No	Medium Speed	In_Store_Support	One year	0hrs	Disabled	478750b5-84d0-484c-9c4f-8377e40653fc	no_churn	0.058281	0	no_churn	-0.04746	-0.007194	-0.038528	-0.042628	-0.025401	-0.050896	-0.023794	-0.033125	Female	71	No	No	Employed	Suburban	College	1,671,688,800
9	Yes	No	Medium Speed	Phone_Support	One year	0hrs	Disabled	dfabe8fe-4f70-474d-a135-3f4390df8861	no_churn	0.030207	0	no_churn	0.006747	-0.008545	-0.018404	-0.000257	-0.021369	-0.142364	-0.025507	-0.042661	Female	71	No	Yes	Medical Leave	Urban	Bachelor	1,671,688,800
3	Yes	No	Low Speed	Phone_Support	Month-to-month	0hrs	Disabled	0f795e59-71fc-4e4f-8ec9-c54eebef2770	no_churn	0.145601	0	no_churn	0.115722	-0.007106	-0.035426	-0.038901	-0.02605	0.09312	-0.030117	-0.046174	Female	50	No	No	Medical Leave	Rural	College	1,671,688,800
13	Yes	No	High Speed	In_Store_Support	Two year	0hrs	Disabled	141f3bbf-9ebc-4951-9bf0-b7b2f6d82bec	no_churn	0.009009	0	no_churn	-0.022355	-0.00572	-0.021105	-0.035313	-0.030662	-0.113543	-0.018917	-0.021412	Male	47	No	Yes	Unemployed	Rural	College	1,671,688,800
16	Yes	No	High Speed	In_Store_Support	One year	0hrs	Disabled	cf4078cc-211f-487d-a2a9-b3bc5f282c5e	no_churn	0.053539	0	no_churn	0.009115	-0.004192	-0.030909	-0.016301	-0.031971	-0.143702	-0.022294	-0.028773	Male	77	No	No	Unemployed	Rural	High School or Below	1,671,688,800

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