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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
53	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	46482b9f-fc18-4ee9-9b00-37d9dd473e75	no_churn	0.213571	0	no_churn	-0.171173	-0.004324	-0.078551	0.028725	0.031743	0.029432	-0.02295	-0.021928	Female	77	No	No	Employed	Suburban	High School or Below	1,671,948,000
68	Yes	Yes	High Speed	In_Store_Support	One year	<50hrs	Active	4e646006-90f4-4b1b-9772-9ecd1b24ebd0	no_churn	0.171799	0	no_churn	-0.086654	-0.001339	0.033874	-0.017239	-0.036597	-0.053299	0.072808	0.059421	Female	43	Yes	Yes	Unemployed	Suburban	Bachelor	1,671,948,000
15	Yes	Yes	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	1303da6b-7c20-41a0-a796-cec018e8a2c7	no_churn	0.16163	0	no_churn	0.202516	0.003267	0.061181	0.047866	0.073023	0.151073	-0.025377	-0.015549	Male	72	No	Yes	Employed	Suburban	Bachelor	1,671,948,000
68	Yes	Yes	Low Speed	Phone_Support	Two year	0hrs	Disabled	b0315ed6-a23c-45e0-911e-d6838642d577	no_churn	0.009548	0	no_churn	-0.069781	-0.003549	-0.000196	-0.022955	-0.000584	-0.114779	-0.022081	-0.035102	Male	65	No	Yes	Retired	Suburban	Master	1,671,948,000
67	No	No phone service	Low Speed	Phone_Support	Two year	100hrs+	Active	9ce3b2c2-bcd8-4675-8e9d-bbb9cc6f52f1	churn	0.013844	0	no_churn	-0.115455	-0.011149	-0.019719	0.00454	0.018597	-0.167585	0.027741	0.044004	Female	26	Yes	Yes	Employed	Suburban	Bachelor	1,671,948,000
46	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	61308e85-f667-4a28-8557-93fb1f141e52	churn	0.380978	1	churn	-0.153139	-0.003475	-0.012557	-0.050918	0.009251	0.055496	0.025964	0.050351	Male	23	No	No	Employed	Urban	Doctor	1,671,948,000
23	Yes	No	Medium Speed	Phone_Support	Month-to-month	0hrs	Disabled	8d9c6e45-f903-4b73-a7b3-1fa65ba799cf	no_churn	0.094778	0	no_churn	-0.126434	-0.00628	-0.040194	-0.046728	0.002406	0.035768	-0.04348	-0.034084	Female	23	Yes	Yes	Medical Leave	Suburban	Bachelor	1,671,948,000
56	Yes	No	High Speed	In_Store_Support	One year	0hrs	Disabled	8cc0af2e-1d81-4c78-bf63-dbb05e8db651	no_churn	0.046955	0	no_churn	-0.024059	-0.004096	-0.022763	-0.027564	-0.081804	-0.066363	-0.020338	-0.022039	Male	68	Yes	Yes	Medical Leave	Rural	High School or Below	1,671,948,000
54	Yes	Yes	Fiber optic	Phone_Support	Month-to-month	<80hrs	Active	20c5167a-5e71-4d61-9fac-17bdfbddd84f	churn	0.442952	1	churn	-0.184846	-0.003546	0.049019	-0.065416	0.027896	-0.013954	-0.079854	0.031676	Female	75	No	No	Unemployed	Rural	Bachelor	1,671,948,000
66	Yes	Yes	High Speed	Phone_Support	Two year	0hrs	Disabled	09de51ae-1f78-4a11-96cd-154ff66df2ba	churn	0.111998	1	churn	0.00018	-0.00194	0.028758	-0.014511	-0.017909	-0.167712	-0.021701	-0.015526	Female	40	No	No	Employed	Suburban	Bachelor	1,671,948,000
2	Yes	No	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	b4f472d2-45f5-40c1-9d31-d2eaa8b971e0	no_churn	0.165108	0	no_churn	0.104913	-0.015461	-0.035994	-0.066998	-0.029568	0.090901	-0.052234	-0.068178	Male	53	No	Yes	Disabled	Rural	High School or Below	1,671,948,000
34	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	c6b57cde-faa6-4c45-ae6a-dc98de986f96	no_churn	0.323609	0	no_churn	0.001427	-0.001635	-0.011011	0.130791	0.023286	0.044821	0.000826	0.014201	Female	74	No	No	Disabled	Suburban	Bachelor	1,671,948,000
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	befb2b64-9806-4748-970e-e87359b38821	churn	0.851039	1	churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Male	73	Yes	No	Employed	Suburban	College	1,671,948,000
70	Yes	Yes	High Speed	Phone_Support	Two year	100hrs+	Active	20f38663-0a6a-424b-b9f1-c60d74c0b156	no_churn	0.018131	0	no_churn	-0.095873	-0.001997	0.00482	-0.026696	0.016247	-0.24385	0.042536	0.051785	Female	29	No	Yes	Employed	Suburban	College	1,671,948,000
63	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	73af11cf-99aa-4552-8caf-b826087096e5	no_churn	0.190507	0	no_churn	-0.265204	-0.004885	0.02357	-0.042762	0.026723	0.014867	-0.006864	-0.014469	Female	74	No	No	Medical Leave	Suburban	High School or Below	1,671,948,000
4	Yes	No	Low Speed	Phone_Support	Month-to-month	<80hrs	Active	9d1b119f-9abc-433a-a137-748bfee87baf	churn	0.481381	1	churn	0.080015	-0.003362	-0.093236	-0.061107	0.053074	0.086061	-0.033167	0.061863	Female	34	Yes	No	Employed	Suburban	Master	1,671,948,000
70	Yes	No	High Speed	In_Store_Support	Two year	100hrs+	Active	ba5a5cec-cf6a-4030-8401-61688dc4e6a1	no_churn	0.007339	0	no_churn	-0.063024	-0.003377	-0.030395	-0.022685	-0.04593	-0.132181	0.016926	0.02164	Female	64	Yes	Yes	Unemployed	Rural	High School or Below	1,671,948,000
2	Yes	No	High Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	bcea62dd-a710-4af2-a7f9-8bd213e85b6c	churn	0.734812	1	churn	0.17226	-0.007192	-0.050385	0.047243	0.048837	0.126232	0.053153	0.099158	Male	21	No	No	Employed	Suburban	Doctor	1,671,948,000
1	Yes	No	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	f7f3ba19-c9ed-4008-a87a-9663acd68f99	no_churn	0.442206	0	no_churn	0.246409	-0.012075	-0.018046	-0.05183	0.030844	0.129298	-0.031416	-0.049345	Female	66	No	Yes	Unemployed	Suburban	Bachelor	1,671,948,000
22	Yes	Yes	Medium Speed	Phone_Support	Two year	0hrs	Disabled	8f6ed9ea-7267-4c7e-ad59-0cfdc3052f57	no_churn	0.010034	0	no_churn	-0.021188	-0.002879	0.014791	-0.04319	-0.005006	-0.132926	-0.032327	-0.035635	Female	48	No	No	Unemployed	Suburban	College	1,671,948,000
26	Yes	No	High Speed	Phone_Support	One year	<50hrs	Active	91f85536-255d-4162-b152-4320c5546ac5	no_churn	0.108602	0	no_churn	0.06922	-0.000151	0.022601	0.040213	0.124882	-0.03702	0.160469	0.106093	Male	40	No	Yes	Employed	Suburban	Bachelor	1,671,948,000
67	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	ba6bbc2d-fc7b-4b34-aa61-3f5da9ef106a	no_churn	0.405322	0	no_churn	-0.06947	0.000123	0.044379	0.063551	0.104236	0.11198	0.134294	0.074131	Male	31	No	No	Employed	Rural	College	1,671,948,000
66	No	No phone service	High Speed	In_Store_Support	Two year	<50hrs	Active	00560a43-c17b-47ad-ba93-91a6d1eda995	no_churn	0.012961	0	no_churn	-0.061588	-0.01321	-0.017643	-0.013055	-0.042321	-0.143924	0.001329	0.021385	Male	74	Yes	Yes	Unemployed	Suburban	College	1,671,948,000
16	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	14e6115f-0660-48da-8383-6e37585b572a	no_churn	0.267164	0	no_churn	0.025901	-0.003413	-0.043977	0.06131	-0.000967	0.101233	-0.027175	-0.009027	Male	64	Yes	Yes	Employed	Suburban	High School or Below	1,671,948,000
46	Yes	No	High Speed	Web_Chat_Support	Two year	0hrs	Disabled	30fb375e-971b-4f91-be7c-cbe372e7d80a	no_churn	0.009847	0	no_churn	-0.058347	-0.00493	-0.010333	-0.01688	-0.001355	-0.100685	-0.02932	-0.047176	Female	20	No	No	Employed	Suburban	College	1,671,948,000
26	Yes	No	Low Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	e00af6f9-9c00-468c-bc47-d87071aa4688	no_churn	0.195785	0	no_churn	-0.097592	-0.009498	-0.033806	-0.046007	0.005298	0.039987	-0.057719	-0.06969	Female	30	No	No	Employed	Suburban	High School or Below	1,671,948,000
23	Yes	Yes	Low Speed	Phone_Support	Two year	0hrs	Disabled	02f8fcf9-bd6b-4bca-ac65-d9cdd4efb738	no_churn	0.009241	0	no_churn	-0.039407	-0.005814	0.016089	-0.039903	0.008114	-0.128615	-0.039157	-0.040332	Female	49	No	No	Employed	Rural	High School or Below	1,671,948,000
48	Yes	No	High Speed	In_Store_Support	One year	0hrs	Disabled	b4112f7d-e9e5-4a93-9611-67b2dda262de	churn	0.057144	1	churn	-0.038768	-0.004295	-0.011108	-0.055843	-0.01488	-0.046308	-0.020487	-0.017338	Male	44	No	No	Employed	Suburban	Bachelor	1,671,948,000
11	Yes	No	Low Speed	Phone_Support	Two year	0hrs	Disabled	d08af852-bb49-456f-bece-685d4eea3036	no_churn	0.014139	0	no_churn	0.015701	-0.008861	-0.031321	-0.037587	0.019967	-0.13115	-0.030648	-0.035126	Male	39	No	No	Employed	Suburban	College	1,671,948,000
2	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	31b7446e-f437-4c79-8237-8e3aa72cd10c	churn	0.757427	1	churn	0.042043	-0.00701	-0.115558	-0.041222	-0.030965	0.095016	-0.120777	0.010368	Female	37	No	Yes	Unemployed	Suburban	Master	1,671,948,000
30	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	6b699ca0-2bfc-48e1-9946-0fcefb49f83b	churn	0.636544	1	churn	0.04701	-0.002928	0.13093	0.120321	0.04833	0.134388	0.170545	0.062377	Male	52	Yes	No	Employed	Urban	Master	1,671,948,000
1	Yes	No	Medium Speed	In_Store_Support	Month-to-month	0hrs	Disabled	2b9b645b-2338-41d4-940b-5c7186c11a3d	churn	0.478714	1	churn	0.195332	-0.015414	-0.064687	-0.091724	-0.021266	0.107771	-0.029635	-0.003611	Female	77	Yes	No	Unemployed	Suburban	High School or Below	1,671,948,000
50	Yes	No	Medium Speed	Phone_Support	Two year	0hrs	Disabled	b041c5bf-7a4d-402f-b98d-5078aa31ac1f	no_churn	0.017224	0	no_churn	-0.03566	-0.00283	-0.007499	-0.045868	0.016095	-0.117743	-0.03018	-0.045342	Female	37	No	No	Employed	Urban	Bachelor	1,671,948,000
23	No	No phone service	Medium Speed	In_Store_Support	Month-to-month	0hrs	Disabled	24e9a4bc-be2b-45ea-81d1-dbb5856383aa	no_churn	0.111661	0	no_churn	-0.169545	0.046364	0.004451	-0.058347	-0.018756	0.054806	-0.013115	-0.034885	Female	57	Yes	Yes	Employed	Suburban	Bachelor	1,671,948,000
47	Yes	Yes	Fiber optic	Phone_Support	One year	<50hrs	Active	e5d6da0c-d924-4d31-8a17-813711c0815b	churn	0.324959	1	churn	-0.04875	-0.003998	0.024998	0.040365	-0.018944	-0.241318	-0.038206	0.056827	Male	69	Yes	Yes	Unemployed	Urban	High School or Below	1,671,948,000
35	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	31708985-405d-487c-ae84-ac6327a54c97	churn	0.587997	1	churn	-0.212378	-0.003474	0.043703	-0.003954	0.005787	0.0565	-0.090956	-0.015922	Male	41	No	Yes	Unemployed	Urban	Bachelor	1,671,948,000
56	Yes	Yes	High Speed	In_Store_Support	Two year	100hrs+	Active	7fc3d681-94e0-4dcf-a647-c2fa85765adc	no_churn	0.041352	0	no_churn	-0.030503	-0.003502	0.005971	-0.0096	-0.083607	-0.117996	-0.017082	-0.012707	Male	23	Yes	Yes	Disabled	Suburban	High School or Below	1,671,948,000
32	Yes	No	High Speed	Phone_Support	Two year	0hrs	Disabled	26a2e0ba-b678-496f-b49f-a8ceec3585b7	no_churn	0.011274	0	no_churn	-0.009258	-0.003544	-0.072242	-0.052333	0.02392	-0.091137	-0.020544	-0.033889	Male	66	No	No	Medical Leave	Suburban	Bachelor	1,671,948,000
60	Yes	Yes	Fiber optic	Web_Chat_Support	One year	0hrs	Disabled	23428822-8101-407b-85aa-eff75a8ef10f	no_churn	0.057781	0	no_churn	-0.082608	-0.003036	-0.070054	0.034166	-0.002816	-0.106524	-0.016921	-0.021234	Male	67	No	No	Unemployed	Urban	College	1,671,948,000
30	Yes	No	Low Speed	Phone_Support	Two year	0hrs	Disabled	f34392ea-de10-489e-a8d0-64a5bab929eb	no_churn	0.006357	0	no_churn	0.009573	-0.00543	-0.012005	0.002722	0.01839	-0.206566	-0.034148	-0.041561	Male	45	No	No	Employed	Suburban	College	1,671,948,000
53	Yes	No	High Speed	In_Store_Support	One year	0hrs	Disabled	1473ec7d-cabc-45b8-a612-b9fbf31795c6	no_churn	0.035922	0	no_churn	-0.041599	-0.003285	-0.016755	-0.008789	-0.094988	-0.041773	-0.023188	-0.038648	Male	36	No	No	Retired	Urban	High School or Below	1,671,948,000
70	Yes	Yes	High Speed	Phone_Support	Two year	100hrs+	Active	a5f492c4-a3ef-4b0d-8590-700786567163	no_churn	0.018131	0	no_churn	-0.095873	-0.001997	0.00482	-0.026696	0.016247	-0.24385	0.042536	0.051785	Female	39	No	No	Disabled	Suburban	College	1,671,948,000
47	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	82a9b9c3-e37a-4102-a281-3e78774d73ad	churn	0.438159	1	churn	0.030882	-0.001331	0.04395	0.134151	0.043117	0.12672	-0.00966	-0.017157	Male	30	No	Yes	Employed	Rural	Master	1,671,948,000
7	Yes	Yes	Low Speed	Web_Chat_Support	Month-to-month	100hrs+	Active	8981d34c-bb76-4d17-928c-a6f4ccec9c62	no_churn	0.651008	1	churn	0.105707	0.000057	0.006032	0.024622	0.102135	0.153404	0.12686	0.142157	Female	56	No	Yes	Employed	Suburban	Bachelor	1,671,948,000
48	Yes	No	High Speed	Web_Chat_Support	Two year	0hrs	Disabled	60cb15f3-6ce8-48e0-b506-aa9d8116339b	no_churn	0.007734	0	no_churn	-0.041577	-0.00511	-0.016853	-0.031066	0.01396	-0.116932	-0.022618	-0.04883	Male	59	Yes	No	Employed	Suburban	High School or Below	1,671,948,000
23	Yes	No	Fiber optic	Phone_Support	Month-to-month	0hrs	Disabled	94d95a23-4913-4258-8ebd-e94f6dc8207c	no_churn	0.107685	0	no_churn	-0.189144	-0.009724	-0.116661	0.043	-0.004063	0.047558	-0.026026	-0.013966	Female	61	No	No	Unemployed	Suburban	College	1,671,948,000
33	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	a809b0f1-38a0-4f6d-b39d-96209b9447fc	no_churn	0.303301	0	no_churn	-0.052867	-0.002618	-0.091801	0.106448	0.005765	0.031978	-0.006128	0.005103	Female	74	No	No	Disabled	Suburban	High School or Below	1,671,948,000
15	Yes	Yes	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	6f9de5e2-77be-4e49-bc42-a8a3333b7c1e	no_churn	0.16163	0	no_churn	0.202516	0.003267	0.061181	0.047866	0.073023	0.151073	-0.025377	-0.015549	Female	66	No	No	Disabled	Suburban	Master	1,671,948,000
2	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	18839e25-4075-4fb9-983a-a6614fa45e58	churn	0.757427	1	churn	0.042043	-0.00701	-0.115558	-0.041222	-0.030965	0.095016	-0.120777	0.010368	Female	72	Yes	No	Employed	Urban	College	1,671,948,000
51	Yes	Yes	Low Speed	In_Store_Support	Two year	0hrs	Disabled	54fb8b5a-7a36-4038-9ae2-12a4714ee48d	no_churn	0.005595	0	no_churn	-0.054506	-0.003815	0.00757	-0.034636	-0.042098	-0.105157	-0.017876	-0.018508	Female	37	No	Yes	Employed	Rural	High School or Below	1,671,948,000
1	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	e296d395-0338-4b3e-b8ac-ade3eb0a54f6	churn	0.863913	1	churn	0.279085	-0.006103	0.023676	0.165613	0.043398	0.157234	-0.021751	-0.028467	Male	49	Yes	No	Employed	Urban	College	1,671,948,000
18	Yes	No	Medium Speed	Phone_Support	Month-to-month	0hrs	Disabled	281cadbe-1ccd-4263-a5d6-6ede9e81db26	no_churn	0.099608	0	no_churn	-0.111352	-0.006179	-0.024757	-0.058838	0.002487	0.032894	-0.04609	-0.05719	Male	50	No	Yes	Unemployed	Rural	High School or Below	1,671,948,000
1	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	3252e0c2-6138-4c9b-8986-4c9fdae24007	churn	0.863913	1	churn	0.279085	-0.006103	0.023676	0.165613	0.043398	0.157234	-0.021751	-0.028467	Male	41	Yes	No	Unemployed	Suburban	High School or Below	1,671,948,000
62	Yes	Yes	Fiber optic	Web_Chat_Support	Two year	0hrs	Disabled	94b6803a-8a05-4647-b7ce-8c10ece4797d	no_churn	0.022662	0	no_churn	-0.105819	-0.002841	0.010566	0.044057	-0.061061	-0.102819	-0.014167	-0.016941	Male	71	No	Yes	Employed	Suburban	Bachelor	1,671,948,000
23	Yes	Yes	High Speed	Phone_Support	One year	0hrs	Disabled	0691138a-ea6a-4bf5-b3ff-c293cd9b7295	churn	0.12624	1	churn	-0.017979	-0.004794	0.036911	-0.008967	-0.042808	-0.142012	-0.031168	-0.058208	Female	31	No	Yes	Employed	Suburban	College	1,671,948,000
41	Yes	No	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	2e310efb-68d7-4b6f-9eb9-4fd042a7e2f9	no_churn	0.067293	0	no_churn	-0.069487	-0.017533	-0.064943	-0.13142	0.023349	0.044739	-0.026379	-0.027352	Female	35	No	No	Employed	Suburban	Master	1,671,948,000
58	Yes	Yes	Fiber optic	In_Store_Support	One year	0hrs	Disabled	03a398a9-79c9-4f14-a668-e2b24eb20d77	no_churn	0.055426	0	no_churn	-0.135029	-0.003722	0.005967	0.0305	-0.022609	-0.076225	-0.033939	-0.033968	Female	76	Yes	No	Employed	Suburban	Bachelor	1,671,948,000
42	Yes	No	Low Speed	In_Store_Support	One year	100hrs+	Active	8551ae74-3e62-4be5-afea-478caee7806f	churn	0.137473	0	no_churn	0.068914	0.000447	-0.001131	-0.001832	0.054587	0.024419	0.070326	0.075245	Male	31	Yes	Yes	Unemployed	Urban	Doctor	1,671,948,000
66	No	No phone service	High Speed	In_Store_Support	Two year	<50hrs	Active	541b5308-78bd-49b0-abcb-cd77a2415fed	no_churn	0.012961	0	no_churn	-0.061588	-0.01321	-0.017643	-0.013055	-0.042321	-0.143924	0.001329	0.021385	Male	25	No	Yes	Employed	Suburban	Bachelor	1,671,948,000
52	No	No phone service	Medium Speed	Phone_Support	One year	0hrs	Disabled	21508520-5a42-4baa-bd0a-303e7d89c64e	no_churn	0.072758	0	no_churn	-0.090489	0.016985	0.014162	-0.072759	0.012913	-0.066874	-0.037223	-0.045741	Female	54	Yes	Yes	Unemployed	Suburban	College	1,671,948,000
1	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	d16c82da-1be2-4079-b3fb-b25fca7860be	churn	0.882626	1	churn	0.279085	-0.006103	0.023676	0.165613	0.043398	0.157234	-0.021751	-0.028467	Male	59	No	No	Employed	Suburban	College	1,671,948,000
26	Yes	No	High Speed	Phone_Support	One year	<50hrs	Active	84ba9690-262f-48a1-bd06-c654f7eacbed	no_churn	0.108602	0	no_churn	0.06922	-0.000151	0.022601	0.040213	0.124882	-0.03702	0.160469	0.106093	Female	72	Yes	Yes	Unemployed	Urban	Bachelor	1,671,948,000
67	Yes	Yes	High Speed	Phone_Support	Two year	100hrs+	Active	0ecc6136-d6af-4734-81d6-4a7dd92677de	no_churn	0.023759	0	no_churn	-0.103621	-0.002422	-0.003516	-0.017647	0.01991	-0.197285	0.033548	0.042008	Female	66	No	Yes	Medical Leave	Suburban	Bachelor	1,671,948,000
1	No	No phone service	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	8ac0c5d3-8783-4c83-a4dd-41d619d1bc4f	churn	0.590015	1	churn	0.308048	0.118279	0.067553	0.029049	0.067418	0.180741	-0.015453	-0.024661	Female	34	No	No	Unemployed	Suburban	Bachelor	1,671,948,000
21	Yes	Yes	Low Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	97224b5d-5477-4aa0-8cda-c5dbd1159d0f	no_churn	0.607546	0	no_churn	0.026191	-0.002824	0.090934	0.027389	0.103528	0.127824	0.137102	0.137496	Female	23	Yes	Yes	Disabled	Rural	Bachelor	1,671,948,000
60	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	f994b7ab-b539-4ba0-9080-3a31285cd030	no_churn	0.519876	0	no_churn	-0.237565	-0.006146	-0.03972	-0.035896	0.033364	0.041969	-0.001627	0.006594	Female	41	No	Yes	Employed	Urban	High School or Below	1,671,948,000
46	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	983c09d0-c459-4b93-9a41-13e37ebc868e	churn	0.380978	1	churn	-0.153139	-0.003475	-0.012557	-0.050918	0.009251	0.055496	0.025964	0.050351	Male	79	No	Yes	Unemployed	Suburban	Bachelor	1,671,948,000
63	Yes	No	Fiber optic	Phone_Support	Two year	<80hrs	Active	1df7997e-acab-420f-ae43-c76e9d83af61	no_churn	0.078439	0	no_churn	-0.135714	-0.002264	-0.020569	-0.025844	0.008129	-0.129988	0.014182	0.023042	Male	23	No	Yes	Employed	Suburban	Master	1,671,948,000
70	Yes	No	High Speed	In_Store_Support	Two year	100hrs+	Active	fd5c0df6-3e4a-4628-9126-9a8d291f2fd0	no_churn	0.007339	0	no_churn	-0.063024	-0.003377	-0.030395	-0.022685	-0.04593	-0.132181	0.016926	0.02164	Male	28	No	No	Employed	Suburban	College	1,671,948,000
19	Yes	No	High Speed	In_Store_Support	One year	<80hrs	Active	98fda1f6-466a-48d5-84d3-51d520eda8cd	no_churn	0.152853	0	no_churn	-0.00993	-0.011599	-0.061544	-0.048852	-0.045696	-0.105553	0.038629	0.045518	Male	47	No	Yes	Employed	Urban	Bachelor	1,672,034,400
25	Yes	Yes	High Speed	Phone_Support	Month-to-month	<50hrs	Active	c6eef37f-a56d-48cc-ad53-3c0c1699a0fa	no_churn	0.096761	0	no_churn	0.088704	-0.001522	0.109907	-0.027252	0.091071	0.134226	0.120792	0.091715	Female	60	No	No	Employed	Rural	Master	1,672,034,400
59	Yes	No	Low Speed	Phone_Support	Two year	100hrs+	Active	84530cbf-a912-4415-a09c-9c8f866ac79c	no_churn	0.01647	0	no_churn	-0.097689	-0.002184	-0.008508	-0.011424	0.05458	-0.137881	0.030363	0.053717	Male	46	No	Yes	Unemployed	Suburban	Master	1,672,034,400
66	Yes	Yes	Low Speed	In_Store_Support	Two year	<50hrs	Active	4066bca0-7c8a-4774-881a-24f1855e8e37	no_churn	0.035296	0	no_churn	-0.042986	-0.001484	0.011756	-0.028081	-0.068957	-0.162701	0.004931	0.028497	Female	27	No	Yes	Unemployed	Suburban	Master	1,672,034,400
72	Yes	Yes	High Speed	Phone_Support	Two year	<50hrs	Active	0d415b42-becd-49c0-bb8e-3f390b3864f6	no_churn	0.004848	0	no_churn	-0.136293	-0.002254	0.005525	0.000384	0.023249	-0.229037	0.026686	0.042714	Male	30	No	Yes	Unemployed	Urban	College	1,672,034,400
27	Yes	Yes	Low Speed	In_Store_Support	One year	<50hrs	Active	70a53194-99ba-4c7d-a50a-867291e67dd9	no_churn	0.115751	0	no_churn	-0.087518	-0.003048	-0.022023	-0.039196	-0.08316	-0.083388	0.059564	0.049743	Female	38	No	No	Employed	Suburban	Bachelor	1,672,034,400
51	Yes	No	High Speed	In_Store_Support	One year	<80hrs	Active	8cf3050b-5c2f-4596-b963-31026e044d24	no_churn	0.102319	0	no_churn	-0.061192	-0.012447	-0.03288	-0.013636	-0.023211	-0.063041	0.056095	0.041286	Male	33	No	No	Unemployed	Rural	High School or Below	1,672,034,400
62	Yes	No	Low Speed	Phone_Support	Two year	100hrs+	Active	28eae812-d123-4f5a-98bb-94af76d3dbd8	churn	0.008882	0	no_churn	-0.120995	-0.002434	-0.017951	0.002323	0.047912	-0.162411	0.033552	0.050977	Male	39	No	Yes	Employed	Suburban	College	1,672,034,400
14	Yes	Yes	High Speed	In_Store_Support	Month-to-month	100hrs+	Active	579b5500-73ff-477d-a804-b2df0e40e120	no_churn	0.242405	0	no_churn	0.056764	-0.016506	-0.024309	-0.031673	-0.17199	0.053416	0.013322	0.02195	Male	66	No	No	Unemployed	Suburban	Bachelor	1,672,034,400
3	Yes	No	Medium Speed	In_Store_Support	Month-to-month	100hrs+	Active	9c54cc51-33e2-421f-81a4-4c05be0d38c3	no_churn	0.281992	0	no_churn	0.1335	-0.00839	-0.0554	-0.130044	-0.07913	0.077405	-0.002636	0.022072	Female	30	No	No	Employed	Suburban	Bachelor	1,672,034,400
72	No	No phone service	Low Speed	Phone_Support	Two year	100hrs+	Active	5a41a3dd-a76f-440c-8d39-af2142fddc05	churn	0.023502	0	no_churn	-0.150377	-0.000611	-0.007778	-0.008617	0.026583	-0.166533	0.027438	0.04087	Female	73	No	No	Employed	Suburban	Bachelor	1,672,034,400
70	No	No phone service	Low Speed	In_Store_Support	One year	<50hrs	Active	9d48d430-f7cc-49f9-851c-839dd98fb2fd	no_churn	0.084264	0	no_churn	-0.104861	-0.009812	-0.013246	-0.031595	-0.035031	-0.048998	0.016911	0.027605	Male	39	No	No	Unemployed	Suburban	Bachelor	1,672,034,400
26	Yes	Yes	Medium Speed	Phone_Support	One year	100hrs+	Active	59952fa4-704b-4059-b150-cf1c4a5b03d8	no_churn	0.119768	0	no_churn	-0.0182	-0.001423	-0.045268	-0.121143	0.081026	-0.160452	0.080993	0.085442	Female	77	Yes	No	Employed	Suburban	College	1,672,034,400
59	No	No phone service	Medium Speed	In_Store_Support	Month-to-month	100hrs+	Active	f6e72fa4-5072-4139-ad60-b8baae969f04	no_churn	0.206109	0	no_churn	-0.150886	0.004415	-0.001547	-0.038935	-0.106863	0.044799	-0.011442	0.001433	Male	63	Yes	Yes	Unemployed	Suburban	Bachelor	1,672,034,400
69	No	No phone service	Medium Speed	In_Store_Support	Two year	<50hrs	Active	1c698981-e467-4aa9-9dfa-9eb638930c69	no_churn	0.018014	0	no_churn	-0.068309	-0.003261	-0.018407	-0.036292	-0.043864	-0.133238	0.018059	0.016286	Male	30	Yes	Yes	Unemployed	Suburban	College	1,672,034,400
45	Yes	Yes	High Speed	In_Store_Support	Two year	<80hrs	Active	254eb17e-aca2-4d88-9d51-23a496a9a778	no_churn	0.019002	0	no_churn	-0.070267	-0.002572	-0.00271	-0.022124	-0.058412	-0.181498	0.04744	0.031118	Female	21	No	Yes	Unemployed	Suburban	Master	1,672,034,400
70	Yes	Yes	High Speed	Phone_Support	Two year	<50hrs	Active	12b78c77-deb8-43aa-bf37-fb264bd9ec89	no_churn	0.015439	0	no_churn	-0.081228	-0.001732	0.019681	-0.039291	0.031298	-0.224383	0.053472	0.051157	Female	48	No	No	Employed	Suburban	College	1,672,034,400
72	No	No phone service	Low Speed	Phone_Support	Two year	<50hrs	Active	ecc34a8b-838e-4710-87ab-1042938f29c2	no_churn	0.006923	0	no_churn	-0.139694	-0.000776	-0.006941	-0.007007	0.020627	-0.181141	0.01866	0.037246	Female	60	No	No	Employed	Suburban	High School or Below	1,672,034,400
54	Yes	No	High Speed	In_Store_Support	One year	<50hrs	Active	fd416b53-3a7b-4099-a665-9b86055e538e	no_churn	0.098192	0	no_churn	-0.084484	-0.007174	-0.055777	-0.036089	-0.036817	-0.082388	0.01553	0.038172	Male	65	No	No	Unemployed	Urban	Bachelor	1,672,034,400
70	Yes	Yes	High Speed	Phone_Support	Two year	<50hrs	Active	ce45d6b5-7b5d-4f12-bf4c-d5cfbd260d96	no_churn	0.054285	0	no_churn	-0.081228	-0.001732	0.019681	-0.039291	0.031298	-0.224383	0.053472	0.051157	Male	38	No	No	Disabled	Urban	Bachelor	1,672,034,400
32	Yes	No	Medium Speed	Phone_Support	Month-to-month	0hrs	Disabled	428b2bc6-7751-42e7-9e8d-f35d92ef8156	no_churn	0.11483	0	no_churn	-0.048708	-0.003761	-0.004153	-0.080429	0.041076	0.044871	-0.039738	-0.058182	Male	76	No	Yes	Employed	Rural	Master	1,672,034,400
69	Yes	No	Medium Speed	Phone_Support	Two year	0hrs	Disabled	aa54a78f-eb5e-4bbe-bd6f-8f222f02b56b	no_churn	0.024228	0	no_churn	-0.048035	-0.002887	-0.009995	-0.0218	0.002063	-0.13404	-0.024659	-0.029674	Male	24	No	Yes	Unemployed	Suburban	Bachelor	1,672,034,400
7	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	9fbe09cb-53e5-401c-a940-2a1c8d780d0e	churn	0.34524	1	churn	-0.016098	-0.007543	-0.009408	-0.056014	-0.135667	0.042421	-0.035017	-0.025284	Male	25	No	Yes	Medical Leave	Urban	Bachelor	1,672,034,400
67	Yes	No	High Speed	In_Store_Support	Two year	0hrs	Disabled	f09ca167-844f-45fa-881c-4795e98589f0	no_churn	0.013676	0	no_churn	-0.045936	-0.003267	-0.017309	-0.021087	-0.01748	-0.131319	-0.014767	-0.017862	Female	76	No	No	Employed	Suburban	College	1,672,034,400
35	No	No phone service	High Speed	Phone_Support	Two year	0hrs	Disabled	832a7b44-2ad7-413b-9bad-2e773d132861	no_churn	0.017597	0	no_churn	-0.063303	0.027462	0.008511	-0.042142	0.025386	-0.160088	-0.016833	-0.028019	Female	74	Yes	Yes	Medical Leave	Rural	College	1,672,034,400
13	Yes	No	Medium Speed	In_Store_Support	Month-to-month	0hrs	Disabled	d2255eb2-a9b7-4bd8-b059-151638f29395	no_churn	0.137821	0	no_churn	-0.075208	-0.012263	-0.021152	-0.077038	-0.046161	0.040434	-0.040451	-0.037187	Female	46	No	Yes	Employed	Suburban	High School or Below	1,672,034,400
52	No	No phone service	Medium Speed	In_Store_Support	Two year	0hrs	Disabled	799ba3ed-ea8f-40ca-a702-54a81a2f1631	no_churn	0.00947	0	no_churn	-0.071638	0.023809	0.008599	-0.022282	-0.019704	-0.161279	-0.013917	-0.012614	Male	75	No	No	Employed	Suburban	Master	1,672,034,400
24	Yes	Yes	High Speed	Phone_Support	One year	0hrs	Disabled	74452998-8db2-49d3-aa9f-93da2791ffce	no_churn	0.10663	0	no_churn	-0.030832	-0.005165	0.026783	-0.01014	0.005698	-0.158572	-0.034103	-0.062695	Female	70	No	No	Medical Leave	Suburban	Bachelor	1,672,034,400
62	No	No phone service	Medium Speed	In_Store_Support	Two year	0hrs	Disabled	933a8dff-8d64-4eb8-b2f5-a95235b7750b	no_churn	0.009915	0	no_churn	-0.066665	-0.003389	-0.003989	-0.013539	-0.013882	-0.144347	-0.011973	-0.011242	Female	76	No	No	Employed	Rural	College	1,672,034,400
44	Yes	No	Medium Speed	In_Store_Support	One year	0hrs	Disabled	80c5411e-f778-4b2a-9547-c1a01109dfce	no_churn	0.079497	0	no_churn	-0.071501	-0.005878	-0.006634	-0.003775	-0.093643	-0.030719	-0.026963	-0.019915	Female	70	No	No	Employed	Suburban	College	1,672,034,400
64	Yes	Yes	Medium Speed	In_Store_Support	One year	0hrs	Disabled	b95c3e3b-b8f3-4d6d-b9c1-8466a8c20006	no_churn	0.028959	0	no_churn	-0.084814	-0.003433	-0.021372	-0.017749	-0.013614	-0.089511	-0.016571	-0.021961	Female	46	No	No	Employed	Suburban	Bachelor	1,672,034,400

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