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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
18	Yes	No	High Speed	Expired	Month-to-month	0hrs	Disabled	8855ad3d-1276-4561-88b6-79a3c64a864f	no_churn	0.178131	0	no_churn	-0.091906	-0.017061	-0.051293	-0.046374	-0.032556	0.03005	-0.028141	-0.025078	Female	63	Yes	No	Employed	Rural	High School or Below	1,673,503,200
4	No	No phone service	High Speed	Expired	Month-to-month	100hrs+	Active	cfcc4da4-27a5-4e73-b60d-8dbbc5729c48	no_churn	0.675014	1	churn	-0.007375	-0.097956	-0.065679	-0.035395	-0.038905	0.082658	-0.040002	0.016295	Female	65	No	Yes	Employed	Urban	Master	1,673,503,200
61	Yes	Yes	Low Speed	In_Store_Support	Month-to-month	100hrs+	Active	5c324834-97ea-48cc-aa6a-fe1d6743ca6f	no_churn	0.338925	0	no_churn	-0.106951	-0.001781	0.067973	0.10589	-0.057848	0.094573	0.08211	0.067009	Female	45	No	No	Unemployed	Rural	College	1,673,503,200
40	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Disabled	1534436f-94ff-481d-afa3-3ba50ed6ee85	no_churn	0.304495	1	churn	-0.137644	-0.008632	-0.051542	0.017773	-0.016041	0.059302	0.014238	-0.011343	Female	64	No	No	Medical Leave	Suburban	High School or Below	1,673,503,200
11	Yes	No	High Speed	In_Store_Support	Month-to-month	100hrs+	Disabled	d24c1202-6ee6-4f02-9e73-bf2db7dd914c	no_churn	0.147692	0	no_churn	0.042504	-0.004822	-0.012015	-0.009245	-0.11045	0.061873	-0.008189	-0.001919	Male	39	Yes	Yes	Employed	Suburban	Bachelor	1,673,503,200
4	Yes	No	Low Speed	Expired	Month-to-month	<80hrs	Disabled	cd8e4168-d278-4f20-9d1d-57f1075a17df	no_churn	0.168585	0	no_churn	0.112921	-0.008028	-0.059569	-0.087406	-0.028945	0.064951	-0.03045	-0.017897	Male	74	No	No	Unemployed	Suburban	High School or Below	1,673,503,200
7	No	No phone service	High Speed	Expired	Month-to-month	0hrs	Disabled	51ebc967-ca56-48c2-961a-0a08c66f68b1	no_churn	0.012767	0	no_churn	-0.128692	-0.004172	-0.009644	-0.113928	-0.002587	0.065635	-0.04073	-0.034907	Female	69	No	No	Employed	Suburban	Bachelor	1,673,503,200
54	Yes	Yes	High Speed	Expired	Month-to-month	100hrs+	Disabled	712a06d7-3d19-4b63-9812-9c0af0084617	no_churn	0.017655	0	no_churn	-0.110411	-0.014638	0.03273	-0.033476	-0.068129	0.028005	0.031615	-0.02639	Female	42	No	No	Employed	Suburban	Master	1,673,503,200
17	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	3355b1b2-4ce9-4d4d-b1d4-5742b02ee763	churn	0.575438	1	churn	0.063912	-0.005336	-0.011302	0.097985	0.001301	0.09018	-0.025298	0.010894	Female	28	No	Yes	Employed	Urban	Master	1,673,503,200
3	Yes	Yes	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	bfd736c6-082f-49c8-80b7-93ce1d013e16	no_churn	0.681748	1	churn	0.180909	-0.005352	0.057325	0.155152	-0.027226	0.114085	-0.008227	0.006725	Female	69	Yes	No	Employed	Rural	College	1,673,503,200
9	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	315edeb1-321c-4f2b-91a6-0c51d9088dd3	no_churn	0.728551	0	no_churn	0.093142	-0.004252	0.009317	0.134766	0.067383	0.102633	-0.027571	0.016668	Female	49	No	No	Employed	Rural	Bachelor	1,673,503,200
33	No	No phone service	High Speed	Expired	Month-to-month	100hrs+	Disabled	c0385a4e-6725-44e5-af5d-5c98e5bffcb8	churn	0.034736	0	no_churn	-0.193754	0.048887	0.007054	-0.030564	-0.02593	0.062121	0.010049	-0.016889	Female	71	No	Yes	Employed	Suburban	High School or Below	1,673,503,200
25	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	b2dcb7df-20cc-4d60-852a-40926cffd52c	no_churn	0.39287	1	churn	-0.11776	-0.007853	-0.096732	0.096754	-0.022895	0.048455	-0.002454	-0.003994	Female	73	No	Yes	Unemployed	Suburban	High School or Below	1,673,503,200
10	Yes	No	Fiber optic	Phone_Support	Month-to-month	<80hrs	Disabled	60859165-d474-4c44-8ded-d9e61e7010bf	no_churn	0.636937	0	no_churn	0.16883	-0.004156	-0.022819	0.168521	0.05577	0.135745	0.08004	-0.04026	Female	45	Yes	No	Employed	Urban	Bachelor	1,673,503,200
29	No	No phone service	Low Speed	Expired	Month-to-month	<80hrs	Disabled	abd08926-2b6a-4fe3-9b79-6ab5832e88a9	no_churn	0.179062	0	no_churn	-0.114062	0.064241	0.029634	-0.042016	-0.089334	0.070891	0.028619	-0.028998	Male	60	Yes	No	Employed	Suburban	Master	1,673,503,200
59	Yes	Yes	High Speed	Expired	Two year	0hrs	Disabled	f7aaf363-0a10-44c5-900d-fe20c7732a5a	no_churn	0.046512	0	no_churn	-0.062255	-0.00533	0.003623	-0.073888	-0.000217	-0.102973	-0.013948	-0.014039	Female	77	No	No	Retired	Suburban	College	1,673,503,200
29	Yes	No	High Speed	Phone_Support	Month-to-month	<80hrs	Disabled	5d9fd99e-74ba-4301-b5b7-961af2b98938	no_churn	0.01663	0	no_churn	-0.093649	-0.010026	-0.014566	-0.090434	0.036804	0.051516	0.04724	-0.035911	Female	54	No	Yes	Retired	Suburban	High School or Below	1,673,503,200
1	Yes	No	High Speed	Expired	Month-to-month	<80hrs	Disabled	f530285a-24ab-471e-97c5-f97c97baf1f9	no_churn	0.576685	0	no_churn	0.319408	-0.009477	-0.014906	-0.012672	-0.02531	0.124034	0.101035	-0.045251	Female	67	No	No	Employed	Urban	Bachelor	1,673,503,200
69	Yes	Yes	Low Speed	Expired	Month-to-month	100hrs+	Active	4f02f5a4-135b-4d57-b1b0-2a8466b07900	no_churn	0.293868	0	no_churn	-0.008626	0.002639	0.114158	0.077997	0.011421	0.069859	0.135904	0.127622	Female	50	Yes	No	Employed	Suburban	High School or Below	1,673,503,200
62	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	d7fb0278-fce6-4c16-aa01-13212da83a2e	no_churn	0.181505	0	no_churn	-0.299396	-0.00377	0.018267	-0.078698	0.001564	0.034031	0.02665	0.032326	Female	44	No	No	Employed	Urban	College	1,673,503,200
60	Yes	No	High Speed	Web_Chat_Support	Two year	<80hrs	Disabled	cf8f2be6-4433-4c04-8ea9-a121dc88c6b0	no_churn	0.005597	0	no_churn	-0.066844	-0.003035	-0.005747	-0.017637	0.027484	-0.146471	0.029283	-0.026058	Male	79	Yes	No	Unemployed	Suburban	College	1,673,503,200
13	Yes	No	High Speed	Expired	One year	<80hrs	Disabled	48af82af-cd39-4b36-917e-6ea9d3a13d38	no_churn	0.030233	0	no_churn	0.004239	-0.005254	-0.020034	-0.07941	0.015241	-0.058515	0.034685	-0.029978	Female	66	Yes	Yes	Employed	Suburban	College	1,673,503,200
35	Yes	No	Fiber optic	Expired	Month-to-month	0hrs	Disabled	ffd97dfc-e361-4dda-b51b-176c906df55b	no_churn	0.409468	0	no_churn	-0.015412	-0.002907	0.038236	0.193578	0.085806	0.085094	-0.000298	0.016878	Male	21	Yes	Yes	Employed	Urban	High School or Below	1,673,503,200
6	Yes	Yes	Medium Speed	Expired	Month-to-month	100hrs+	Disabled	92f69d30-ff46-4d5a-be40-20a5771f5d2e	no_churn	0.386986	0	no_churn	0.008519	-0.006727	-0.015222	-0.138501	-0.019822	0.067072	0.034453	-0.042797	Male	43	Yes	No	Employed	Suburban	Bachelor	1,673,503,200
23	No	No phone service	High Speed	Expired	Month-to-month	100hrs+	Active	546367a3-bbcc-4de8-9367-48527fb605f9	no_churn	0.4245	0	no_churn	-0.149612	0.046466	0.000338	-0.03481	-0.085519	0.066166	-0.003605	0.03155	Male	45	No	Yes	Unemployed	Urban	College	1,673,503,200
4	No	No phone service	High Speed	Expired	Month-to-month	<80hrs	Active	cefd19d6-6bf2-47dc-a6c2-b8ab74706e3d	no_churn	0.675014	1	churn	0.111892	0.08951	0.041063	-0.032206	-0.02205	0.126278	0.106245	0.050909	Female	30	Yes	Yes	Employed	Urban	Bachelor	1,673,503,200
42	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	ab2888be-e297-476a-b312-81827cde987c	churn	0.365668	1	churn	-0.046918	-0.002667	-0.038871	0.133307	-0.021948	0.034634	0.060784	-0.037346	Female	52	No	No	Employed	Suburban	Bachelor	1,673,503,200
23	No	No phone service	High Speed	Phone_Support	Month-to-month	<80hrs	Active	29a42ee2-0e43-499a-a1c1-e9ba40bdced2	no_churn	0.4245	0	no_churn	-0.160181	0.065473	0.021148	-0.027178	0.003196	0.055019	-0.051401	-0.015101	Male	77	No	No	Retired	Suburban	Bachelor	1,673,503,200
68	No	No phone service	High Speed	Expired	Two year	100hrs+	Disabled	cab88a29-ffc9-40ea-bbfe-7d88c5c78420	no_churn	0.010468	0	no_churn	-0.061542	0.021568	-0.00195	-0.022917	0.005106	-0.210838	0.016372	-0.014825	Male	51	No	No	Employed	Suburban	High School or Below	1,673,503,200
59	Yes	Yes	Low Speed	Expired	Month-to-month	<80hrs	Active	b5989d7e-ab4d-4644-a549-b44a34533533	no_churn	0.218294	1	churn	-0.104567	-0.010223	0.041331	-0.045329	-0.094116	0.062306	-0.008016	0.059588	Male	36	Yes	Yes	Employed	Suburban	Bachelor	1,673,503,200
29	No	No phone service	Low Speed	Expired	Month-to-month	0hrs	Disabled	49f071db-6626-413d-b250-6634bdd1d295	no_churn	0.179062	0	no_churn	-0.106101	0.056623	0.01701	-0.113992	-0.097294	0.061075	-0.026153	-0.034694	Male	67	No	No	Disabled	Suburban	College	1,673,503,200
2	Yes	No	High Speed	Expired	Month-to-month	<80hrs	Disabled	ee2f64c3-7824-46e3-a613-bb964bcbeb8d	no_churn	0.186111	0	no_churn	0.140794	-0.01734	-0.099062	-0.081078	-0.071816	0.059582	-0.029687	-0.009744	Female	79	No	Yes	Unemployed	Suburban	College	1,673,503,200
13	Yes	Yes	High Speed	Expired	Month-to-month	<80hrs	Active	35d57027-e1a9-4e49-bf1e-040c74043af6	no_churn	0.706847	1	churn	-0.027973	-0.016671	0.009377	-0.083961	-0.150686	0.036927	-0.064682	0.038642	Male	27	No	Yes	Unemployed	Suburban	Bachelor	1,673,503,200
11	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	fc75a332-d662-4f83-949e-4a1253e0fe5b	no_churn	0.70797	1	churn	0.143447	-0.002267	0.131871	0.080633	0.122465	0.119629	0.060961	0.069235	Male	57	No	Yes	Employed	Urban	High School or Below	1,673,503,200
7	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	8c0ab5c4-77e0-4869-a9c4-f57fbae8669b	churn	0.510842	1	churn	0.111286	-0.001958	0.001246	0.197049	0.110092	0.086124	-0.017325	0.011698	Female	51	No	No	Employed	Suburban	High School or Below	1,673,503,200
72	Yes	Yes	Medium Speed	Expired	Month-to-month	<80hrs	Active	66e673ea-6666-4384-8dc0-ec4099d1e4ae	churn	0.01701	0	no_churn	-0.158728	-0.005773	-0.004727	-0.045026	-0.034203	0.042829	-0.030303	0.036905	Male	34	No	No	Employed	Urban	High School or Below	1,673,503,200
15	Yes	No	High Speed	Expired	Month-to-month	<80hrs	Disabled	0d132c58-620b-47a6-82ea-68e82ef2809b	no_churn	0.034975	0	no_churn	0.013447	-0.017565	-0.058412	-0.110904	-0.070908	0.04946	-0.007292	-0.016852	Female	30	Yes	No	Unemployed	Suburban	High School or Below	1,673,503,200
42	Yes	Yes	High Speed	Expired	Month-to-month	100hrs+	Active	95e1f61d-45ac-46be-8b24-5abf7e61322e	no_churn	0.027958	0	no_churn	-0.095774	-0.006217	0.046367	-0.080376	-0.003959	0.060496	-0.014264	0.040701	Male	68	No	No	Employed	Suburban	High School or Below	1,673,503,200
14	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	eeae4af3-ce51-4ba2-85a2-f967b3bef81d	no_churn	0.646028	1	churn	0.066585	-0.002361	0.087075	0.045199	0.146169	0.129762	0.059281	0.111264	Female	30	No	Yes	Unemployed	Suburban	Master	1,673,503,200
16	Yes	No	High Speed	Expired	Two year	<80hrs	Disabled	8eb56445-7b64-4a82-966d-1a760009945f	no_churn	0.015351	0	no_churn	0.026628	-0.003356	-0.018231	-0.046868	-0.012745	-0.204365	0.006433	-0.011522	Male	30	Yes	Yes	Employed	Urban	College	1,673,503,200
68	Yes	No	Low Speed	Expired	Month-to-month	<80hrs	Active	d1a882b5-636a-429c-bde3-bfd671506154	no_churn	0.012177	0	no_churn	-0.092496	-0.00734	-0.037945	-0.044193	-0.086388	0.035803	-0.013882	0.037414	Female	71	Yes	Yes	Unemployed	Suburban	College	1,673,503,200
9	Yes	No	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	ecafc4e9-2c75-4a6a-a805-e2fd0ed8f00d	churn	0.603586	1	churn	0.144358	-0.004246	-0.028303	0.107542	0.114969	0.094943	-0.043972	0.031682	Female	40	No	Yes	Employed	Suburban	College	1,673,503,200
28	Yes	No	Fiber optic	Expired	One year	100hrs+	Disabled	6f580a90-373e-43fb-9391-259de5606f0c	no_churn	0.113775	0	no_churn	-0.097689	-0.002069	-0.035063	0.056281	0.038072	-0.040867	0.056039	-0.047064	Female	66	No	Yes	Disabled	Suburban	Master	1,673,503,200
9	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	49becf27-ee38-40ce-91ba-aaa6eb6466f1	no_churn	0.603586	1	churn	0.152825	-0.004404	0.007238	0.183181	0.080275	0.102399	0.00785	0.00761	Male	49	Yes	No	Medical Leave	Suburban	High School or Below	1,673,503,200
3	Yes	No	Low Speed	Phone_Support	Month-to-month	0hrs	Disabled	b877fa56-33b3-4797-be43-fd176170187d	no_churn	0.545418	0	no_churn	0.115722	-0.007106	-0.035426	-0.038901	-0.02605	0.09312	-0.030117	-0.046174	Female	23	No	Yes	Unemployed	Suburban	High School or Below	1,673,503,200
16	Yes	No	Low Speed	Expired	Month-to-month	100hrs+	Disabled	0197245a-2c0b-4a1a-8ad5-c3fa03034725	no_churn	0.358791	1	churn	0.140727	-0.002474	-0.01265	-0.043895	0.018004	0.100286	0.010665	-0.007165	Male	27	No	Yes	Employed	Suburban	College	1,673,503,200
17	Yes	No	Medium Speed	Expired	Month-to-month	100hrs+	Disabled	1911293e-5e0a-4e8e-8bf7-82c502964f07	no_churn	0.038392	0	no_churn	0.04578	-0.008347	-0.026489	-0.13095	-0.058411	0.061396	0.024471	-0.033976	Female	27	No	No	Employed	Suburban	High School or Below	1,673,503,200
1	No	No phone service	High Speed	In_Store_Support	Month-to-month	100hrs+	Disabled	f10b5edd-c6d5-4a0e-b326-5a4ef33e5988	no_churn	0.56937	0	no_churn	0.263883	0.082393	0.049491	-0.02411	-0.083319	0.144655	0.02749	-0.039967	Male	24	Yes	No	Employed	Suburban	High School or Below	1,673,503,200
56	Yes	Yes	High Speed	In_Store_Support	Two year	100hrs+	Disabled	ce49001c-9754-4e02-8a5c-1938c486506d	no_churn	0.010555	0	no_churn	0.036759	-0.00076	0.041948	0.025723	-0.017515	-0.059785	-0.012893	0.012656	Male	77	No	Yes	Employed	Suburban	College	1,673,503,200
71	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	b3cd691d-c0f4-4688-bd9e-18401d6adb66	no_churn	0.00989	0	no_churn	-0.190704	-0.009272	0.039362	0.07267	0.016598	0.061219	0.082927	-0.057825	Female	21	No	Yes	Unemployed	Suburban	High School or Below	1,673,503,200
52	Yes	Yes	Fiber optic	Expired	Month-to-month	<80hrs	Active	03c27170-f853-4c5e-a533-171dbbed1b76	no_churn	0.443352	1	churn	-0.18423	-0.004281	-0.025765	0.06581	-0.127958	0.013405	0.024277	0.029716	Male	34	Yes	No	Employed	Suburban	Bachelor	1,673,503,200
72	Yes	Yes	High Speed	Expired	Two year	<80hrs	Disabled	0d6579ce-fde0-41e6-9175-6ce21388aede	no_churn	0.001919	0	no_churn	-0.097103	-0.007192	0.002973	-0.023799	-0.024479	-0.11748	0.012262	-0.014208	Male	22	No	No	Employed	Suburban	College	1,673,503,200
40	No	No phone service	Medium Speed	Phone_Support	Month-to-month	100hrs+	Active	bf1a7943-9718-459b-8b97-d8004f720d68	no_churn	0.363556	1	churn	-0.064986	0.002835	-0.038189	-0.001858	0.037805	0.067709	0.048666	0.041493	Female	67	No	Yes	Unemployed	Suburban	College	1,673,503,200
19	Yes	No	Fiber optic	Expired	Month-to-month	0hrs	Disabled	42a01645-571a-4054-bc1f-ed62717ad931	no_churn	0.187588	0	no_churn	-0.100808	-0.005604	-0.119009	0.087584	-0.054158	0.040052	-0.016482	-0.033267	Male	52	No	Yes	Retired	Suburban	Bachelor	1,673,503,200
11	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	033280b1-e559-4ddc-ab4a-11a4640b9c29	no_churn	0.583552	0	no_churn	-0.053204	-0.004025	-0.11868	-0.004668	-0.052659	0.058622	-0.067735	-0.006677	Female	37	No	Yes	Employed	Suburban	Bachelor	1,673,503,200
38	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	186ee385-74f8-4a0c-87d1-b85715a4a68d	no_churn	0.117642	1	churn	0.11464	-0.00283	0.026613	0.179392	0.152277	0.091086	0.012545	-0.000249	Male	43	No	Yes	Employed	Rural	High School or Below	1,673,503,200
15	Yes	Yes	High Speed	Expired	Month-to-month	<80hrs	Disabled	a8af251d-a20e-4000-ba22-dca58537acd0	no_churn	0.017551	0	no_churn	0.080642	-0.013863	0.062854	-0.051566	-0.090365	0.074377	-0.047337	0.011013	Male	20	Yes	No	Unemployed	Suburban	Bachelor	1,673,503,200
50	No	No phone service	Medium Speed	Expired	One year	<80hrs	Disabled	3d6a42b9-5134-4acd-87b4-e0c5e3f81e58	no_churn	0.040607	0	no_churn	-0.046955	0.0372	0.014991	-0.009304	-0.024566	-0.072985	0.053285	-0.030691	Female	42	No	No	Employed	Suburban	College	1,673,503,200
52	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Active	21e97be5-4fd7-4696-a98e-44fc0305e149	no_churn	0.146934	0	no_churn	-0.189067	-0.006022	0.027857	0.033279	-0.070523	0.02521	0.030289	0.029952	Male	50	Yes	No	Employed	Urban	Bachelor	1,673,503,200
72	Yes	Yes	High Speed	Expired	Month-to-month	0hrs	Disabled	cd56dd6e-d700-4379-96e7-ae661240b991	no_churn	0.001919	0	no_churn	-0.134819	-0.017149	0.00083	-0.03344	-0.031508	0.03947	-0.014805	-0.035938	Female	24	No	Yes	Unemployed	Suburban	High School or Below	1,673,503,200
37	Yes	No	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	104df663-0c13-4911-bedb-37e47a93d3d6	no_churn	0.032067	0	no_churn	-0.10779	-0.018883	-0.076706	-0.038655	-0.036495	0.048067	-0.016618	-0.021945	Female	69	No	Yes	Unemployed	Rural	High School or Below	1,673,503,200
6	Yes	No	Low Speed	Expired	Month-to-month	<80hrs	Disabled	bb0153da-be04-4def-b528-e299bbd2880c	no_churn	0.160563	0	no_churn	0.026018	-0.009199	-0.038532	-0.158448	-0.034581	0.043179	0.020719	-0.03485	Female	34	No	Yes	Employed	Suburban	College	1,673,503,200
2	Yes	No	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Disabled	db2e3207-b9bd-4ec2-a851-5d2521f35c92	no_churn	0.190623	0	no_churn	0.162141	-0.011448	-0.026743	-0.038363	0.03108	0.109743	0.085479	-0.056107	Female	34	No	No	Employed	Suburban	High School or Below	1,673,503,200
46	Yes	No	Fiber optic	Expired	One year	<80hrs	Active	51e000c3-1e75-43ad-ae2e-625fa8663fb2	no_churn	0.237898	1	churn	-0.150977	-0.002371	-0.001598	0.098872	0.059253	-0.076924	0.004539	0.060181	Female	76	No	Yes	Unemployed	Suburban	High School or Below	1,673,503,200
4	Yes	No	Medium Speed	Expired	Month-to-month	<80hrs	Disabled	1433a37f-2d31-473d-8bd7-388914bebbcc	no_churn	0.341148	0	no_churn	0.258448	0.003928	0.044957	0.095802	0.075408	0.132316	0.023761	-0.011146	Female	44	No	Yes	Unemployed	Suburban	High School or Below	1,673,503,200

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