Split (1)

train · 17.7k rows

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
42	Yes	Yes	Low Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	7a388a97-c9bc-4d13-8343-f2edb22038bc	no_churn	0.263202	0	no_churn	-0.040067	-0.005499	0.005298	-0.12244	0.018898	0.060982	-0.045836	-0.065363	Female	42	No	Yes	Employed	Suburban	Bachelor	1,672,207,200
2	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	1831052c-f654-4156-ab22-7f1c0a1777bc	churn	0.592976	1	churn	0.174174	-0.008033	-0.038621	0.132155	-0.019933	0.124624	-0.014465	-0.040643	Female	48	No	Yes	Retired	Suburban	College	1,672,207,200
2	Yes	Yes	Medium Speed	Phone_Support	Month-to-month	0hrs	Disabled	5d4a97fb-a0f2-4cdf-a1a5-e272917e3abb	churn	0.723101	1	churn	0.188002	-0.00563	0.036776	-0.048192	-0.000087	0.107963	-0.031529	-0.047151	Male	71	No	Yes	Employed	Urban	Bachelor	1,672,207,200
71	Yes	No	Fiber optic	Web_Chat_Support	Two year	0hrs	Disabled	d1d4a8fa-d380-4974-ac94-9af504bad706	no_churn	0.049192	0	no_churn	-0.122373	-0.003267	-0.01944	0.02539	-0.006384	-0.106579	-0.014247	-0.022125	Male	63	No	No	Retired	Suburban	College	1,672,207,200
9	Yes	No	Low Speed	In_Store_Support	Month-to-month	<80hrs	Active	096675ae-fa1d-4e1a-b20f-155776ffb4be	churn	0.20097	1	churn	0.046516	-0.003222	-0.059524	-0.019067	0.015876	0.095204	0.11361	0.061581	Female	68	No	Yes	Unemployed	Suburban	Bachelor	1,672,207,200
52	Yes	No	Low Speed	Web_Chat_Support	Month-to-month	100hrs+	Active	9743d29b-c319-40c9-b8cf-4d1ffd3d3424	no_churn	0.409866	1	churn	-0.125908	-0.001696	-0.056537	-0.039709	0.107739	0.07572	0.051878	0.084487	Female	31	Yes	Yes	Employed	Suburban	Master	1,672,207,200
10	Yes	No	Low Speed	Phone_Support	Month-to-month	0hrs	Disabled	d672d70e-9c1f-4fac-9394-6c4e651b225c	churn	0.246299	1	churn	-0.014652	-0.010705	-0.081772	-0.093879	0.008817	0.054348	-0.058874	-0.072308	Male	33	No	Yes	Unemployed	Suburban	High School or Below	1,672,207,200
27	Yes	No	Medium Speed	Phone_Support	One year	0hrs	Disabled	56314f50-343a-43ec-b08f-71fd987ae13a	no_churn	0.059392	0	no_churn	-0.068785	-0.002964	-0.005239	-0.025311	0.01702	-0.069282	-0.041452	-0.063013	Female	26	No	Yes	Unemployed	Suburban	Bachelor	1,672,207,200
1	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	fe7886d1-c3eb-4120-84c4-823e1d31cff0	churn	0.911562	1	churn	0.279085	-0.006103	0.023676	0.165613	0.043398	0.157234	-0.021751	-0.028467	Male	42	No	Yes	Unemployed	Rural	High School or Below	1,672,207,200
67	Yes	Yes	Low Speed	In_Store_Support	One year	100hrs+	Active	c7b27b62-d930-4bb4-8e88-f0b73bdd3cbb	no_churn	0.070858	0	no_churn	-0.089582	-0.002138	0.023613	0.026389	-0.143299	-0.121637	0.03649	0.051138	Male	69	No	Yes	Employed	Suburban	Doctor	1,672,207,200
4	Yes	No	Medium Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	f5025f91-a0f0-47e1-a516-ac2d6944e549	no_churn	0.180295	0	no_churn	0.176506	0.001391	0.00543	0.016737	0.007743	0.113006	-0.03144	-0.050617	Female	41	Yes	No	Employed	Urban	Bachelor	1,672,207,200
4	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	be938255-64a1-41cc-8465-74b650e71d6c	no_churn	0.777751	0	no_churn	0.168546	-0.003415	0.041361	0.150134	-0.023328	0.141803	-0.031479	-0.030816	Female	25	No	Yes	Employed	Urban	College	1,672,207,200
67	Yes	Yes	Low Speed	In_Store_Support	One year	100hrs+	Active	af593d90-95d7-4dba-acf7-c591e18224c4	churn	0.070858	0	no_churn	-0.089582	-0.002138	0.023613	0.026389	-0.143299	-0.121637	0.03649	0.051138	Male	61	Yes	No	Employed	Suburban	Bachelor	1,672,207,200
4	No	No phone service	Low Speed	Phone_Support	Month-to-month	100hrs+	Active	be8ce87c-0c33-4d27-8b01-3938bbfa3441	no_churn	0.25487	0	no_churn	0.104052	-0.041685	-0.056096	0.003982	0.087494	0.121773	0.094292	0.084663	Female	20	No	Yes	Employed	Urban	College	1,672,207,200
68	Yes	Yes	High Speed	In_Store_Support	Two year	<80hrs	Active	343810e0-447c-4df7-a6e1-313145cfe5ae	no_churn	0.021132	0	no_churn	-0.081749	-0.003652	0.003658	-0.066664	-0.039266	-0.126838	0.017731	0.027753	Male	56	Yes	No	Employed	Suburban	College	1,672,207,200
12	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	cce7570a-6bc7-48eb-8add-cd36d43e0ecf	churn	0.476879	1	churn	0.039429	-0.001228	0.07312	0.060426	0.008267	0.131609	-0.013412	-0.025854	Female	36	No	No	Employed	Suburban	Bachelor	1,672,207,200
16	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	e66b6fcb-36e8-497b-9ad1-2e7e4ca70b71	churn	0.677125	1	churn	0.025472	-0.002201	0.036609	0.006741	0.02662	0.121255	-0.038868	-0.041914	Female	76	No	No	Employed	Suburban	High School or Below	1,672,207,200
20	Yes	No	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	04d6384d-dfee-455a-800c-b6839685bf88	no_churn	0.068274	0	no_churn	-0.076832	-0.00615	-0.033818	-0.065764	-0.002446	0.043324	-0.062069	-0.06527	Male	45	No	Yes	Employed	Rural	College	1,672,207,200
67	Yes	Yes	Low Speed	Phone_Support	Two year	100hrs+	Active	31f3b732-b4a8-491d-87d0-f63b8ee7b367	churn	0.017333	0	no_churn	-0.077879	-0.001049	0.014914	0.022087	-0.032912	-0.218436	0.048639	0.063943	Female	28	No	Yes	Medical Leave	Rural	College	1,672,207,200
8	Yes	Yes	High Speed	Phone_Support	Month-to-month	<50hrs	Active	03ef267e-f7bb-4f22-b169-0f01e15eb7ff	churn	0.756883	1	churn	0.145752	-0.002237	0.0179	-0.022266	0.109668	0.149395	0.166963	0.132464	Male	35	No	No	Employed	Rural	High School or Below	1,672,207,200
58	Yes	No	Fiber optic	In_Store_Support	One year	100hrs+	Active	7b1101e7-2945-4447-84f8-da55a0c86c1a	churn	0.313423	1	churn	-0.136324	-0.00252	-0.023965	0.045567	-0.011716	-0.026904	0.001673	0.047663	Female	37	No	Yes	Unemployed	Urban	College	1,672,207,200
12	Yes	No	High Speed	In_Store_Support	One year	0hrs	Disabled	ebde1ffa-9e88-4c2a-9947-fa138d27b637	no_churn	0.034963	0	no_churn	0.134032	0.001856	0.014452	0.027186	0.058943	0.00336	-0.004226	-0.012834	Female	51	No	Yes	Unemployed	Suburban	College	1,672,207,200
29	Yes	Yes	Fiber optic	In_Store_Support	Month-to-month	0hrs	Disabled	7950698e-63d1-4c72-be8f-b6e2bae90ab9	no_churn	0.431964	0	no_churn	-0.061684	-0.00402	-0.042809	0.115052	-0.042702	0.071527	-0.032012	-0.035348	Male	77	No	No	Employed	Suburban	Bachelor	1,672,207,200
13	Yes	Yes	Low Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	e1ef0245-8c19-411a-92d4-e0ce8a694a07	no_churn	0.70797	0	no_churn	0.132136	-0.003359	0.096229	0.014547	0.11568	0.156763	0.091159	0.09782	Female	54	No	No	Employed	Suburban	Bachelor	1,672,207,200
70	Yes	Yes	Fiber optic	Phone_Support	One year	<80hrs	Active	d421cd2a-0db7-483b-8fa4-57fc99dd3e3c	churn	0.422948	1	churn	-0.122148	-0.002068	0.008139	0.023131	-0.109415	-0.132098	0.014124	0.051309	Male	39	No	No	Employed	Suburban	High School or Below	1,672,207,200
52	Yes	Yes	High Speed	Phone_Support	Two year	100hrs+	Active	8f524e5b-0bb8-483a-9d40-1f60a9c32f29	no_churn	0.020892	0	no_churn	-0.061914	-0.001315	-0.056238	-0.039392	0.057446	-0.204853	0.055071	0.055502	Female	71	Yes	Yes	Unemployed	Suburban	Master	1,672,207,200
9	Yes	Yes	Fiber optic	Web_Chat_Support	One year	0hrs	Disabled	c96215dd-4bbd-4096-bb9c-bf31d8bde46f	no_churn	0.221707	0	no_churn	-0.020371	-0.004471	0.004944	0.041826	-0.029959	-0.185803	-0.024977	-0.050215	Male	20	No	Yes	Employed	Suburban	Doctor	1,672,207,200
47	Yes	No	Fiber optic	In_Store_Support	One year	100hrs+	Active	d253dda8-969c-433e-8d2e-e0f09fa0a629	no_churn	0.279064	0	no_churn	-0.127163	-0.003619	-0.034482	0.030319	-0.090762	-0.088532	0.006958	0.038255	Female	21	Yes	No	Employed	Suburban	College	1,672,207,200
15	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	433a8e62-e9ac-4d8c-9aea-926d65479739	churn	0.566766	1	churn	0.098763	-0.003275	-0.034186	0.073063	0.025705	0.121385	-0.003919	-0.031794	Female	24	No	Yes	Employed	Suburban	Master	1,672,207,200
2	Yes	Yes	Low Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	05ae18dd-8e3f-4bde-9742-a0e4eefa521d	no_churn	0.610051	0	no_churn	0.084363	-0.008383	0.007867	-0.122084	-0.037907	0.086481	-0.065684	-0.078895	Male	52	No	No	Employed	Suburban	Bachelor	1,672,207,200
26	Yes	No	Medium Speed	Web_Chat_Support	One year	0hrs	Disabled	7258f9c6-3e41-4ed9-b4fb-4a4babec8c0d	no_churn	0.02941	0	no_churn	-0.078408	-0.00288	-0.005932	-0.020801	0.015969	-0.063959	-0.038827	-0.064187	Female	20	Yes	No	Unemployed	Rural	College	1,672,207,200
71	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	fb670e11-2c8e-4fe6-9692-1a1b8fc55586	no_churn	0.263623	0	no_churn	-0.055045	-0.001668	0.111147	0.060476	0.079377	0.108836	0.147857	0.121255	Female	79	No	No	Employed	Suburban	Bachelor	1,672,207,200
26	Yes	No	Medium Speed	Web_Chat_Support	One year	0hrs	Disabled	0c6f1bc7-bfcd-441c-9f2e-27bca3fbd6bf	no_churn	0.02941	0	no_churn	-0.078408	-0.00288	-0.005932	-0.020801	0.015969	-0.063959	-0.038827	-0.064187	Male	31	Yes	Yes	Employed	Rural	Bachelor	1,672,207,200
12	No	No phone service	Low Speed	Phone_Support	Month-to-month	0hrs	Disabled	169c4732-7931-4c5f-b0e6-b67dcabc2aaa	no_churn	0.196732	0	no_churn	-0.030794	0.018437	-0.03079	-0.018679	-0.010733	0.027488	-0.028856	-0.045099	Male	39	No	No	Employed	Urban	Bachelor	1,672,207,200
1	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	ad822768-cece-475d-83a9-0778b72bbc0b	churn	0.314494	1	churn	0.219737	-0.007025	-0.022192	-0.046504	-0.010735	0.11999	-0.019577	-0.000988	Female	50	No	Yes	Unemployed	Urban	College	1,672,207,200
67	Yes	Yes	Low Speed	In_Store_Support	One year	100hrs+	Active	da06ce42-3107-4eee-bade-6e09831cdb24	churn	0.070858	0	no_churn	-0.089582	-0.002138	0.023613	0.026389	-0.143299	-0.121637	0.03649	0.051138	Male	49	No	Yes	Disabled	Urban	Master	1,672,207,200
70	Yes	No	Fiber optic	Phone_Support	One year	<50hrs	Active	0483d89a-c143-4255-967a-41b0abc69429	no_churn	0.185178	0	no_churn	-0.090012	-0.00259	-0.003669	0.01478	-0.014808	-0.11722	0.057487	0.051674	Female	49	No	No	Employed	Urban	College	1,672,207,200
72	Yes	Yes	High Speed	In_Store_Support	Two year	100hrs+	Active	4cb32b62-4599-43d6-9d90-ceccf8dddb80	no_churn	0.008456	0	no_churn	-0.084165	-0.003952	0.002304	-0.019774	-0.056281	-0.143697	0.012268	0.02427	Male	41	No	No	Employed	Suburban	College	1,672,207,200
52	Yes	No	Medium Speed	Web_Chat_Support	One year	100hrs+	Active	08d6678d-9b67-4e13-8610-d19e78bc31bb	no_churn	0.135279	0	no_churn	-0.022589	0.001697	0.043192	0.094349	0.123481	-0.025397	0.085099	0.111141	Male	64	No	Yes	Employed	Suburban	Bachelor	1,672,207,200
21	No	No phone service	Low Speed	Phone_Support	Two year	0hrs	Disabled	d06c3e67-1f55-4c9d-8416-18cdf51fab27	no_churn	0.023696	0	no_churn	-0.023153	0.04727	0.007503	0.003811	0.018066	-0.135516	-0.028402	-0.033105	Female	46	Yes	Yes	Unemployed	Suburban	College	1,672,207,200
27	Yes	No	Medium Speed	Phone_Support	One year	0hrs	Disabled	1a7f7706-4ea6-408e-b194-289e8f1aba97	no_churn	0.059392	0	no_churn	-0.068785	-0.002964	-0.005239	-0.025311	0.01702	-0.069282	-0.041452	-0.063013	Male	27	No	Yes	Employed	Suburban	Bachelor	1,672,207,200
72	Yes	Yes	High Speed	In_Store_Support	Two year	100hrs+	Active	2c03a715-6507-46b7-a3f8-f8f4fc81df8f	no_churn	0.008456	0	no_churn	-0.084165	-0.003952	0.002304	-0.019774	-0.056281	-0.143697	0.012268	0.02427	Female	79	No	Yes	Employed	Suburban	High School or Below	1,672,207,200
8	Yes	Yes	Medium Speed	In_Store_Support	Month-to-month	0hrs	Disabled	8914dd30-a557-4a4d-8f5d-14838ad2bcf6	no_churn	0.218927	0	no_churn	0.039831	-0.013864	0.031138	-0.021994	-0.007479	0.055944	-0.046644	-0.039957	Male	44	Yes	Yes	Employed	Suburban	Bachelor	1,672,207,200
3	No	No phone service	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	c5ac1a54-9fb1-4bc5-a3f7-b970cb6dc95f	no_churn	0.745826	0	no_churn	0.161613	0.100334	0.035027	0.010374	0.067211	0.145554	-0.007111	0.004512	Male	23	No	Yes	Disabled	Rural	High School or Below	1,672,207,200
41	Yes	Yes	High Speed	In_Store_Support	One year	0hrs	Disabled	fc13ab06-e3c9-4d4a-9a90-25eaa832cb29	no_churn	0.093635	0	no_churn	-0.043776	-0.004813	-0.00051	-0.07115	-0.019787	-0.065496	-0.019596	-0.043897	Female	33	No	No	Employed	Suburban	High School or Below	1,672,207,200
72	Yes	Yes	Medium Speed	In_Store_Support	Two year	<50hrs	Active	5fb2f3fa-e90b-40de-8b59-81be2e75202a	no_churn	0.022674	0	no_churn	-0.095219	-0.002537	0.001226	-0.023505	-0.036815	-0.157925	0.022617	0.023132	Male	44	No	No	Employed	Rural	Bachelor	1,672,207,200
26	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	866ceaee-e3a4-4dde-bb94-e51098f6d582	churn	0.543156	1	churn	-0.089947	-0.00289	0.060129	0.112927	0.005376	0.093745	-0.009021	-0.048384	Female	77	Yes	No	Disabled	Rural	Bachelor	1,672,207,200
10	Yes	No	Low Speed	Phone_Support	Month-to-month	0hrs	Disabled	c0d18f9c-1fdd-4c5d-9c08-8ec91f35aba5	churn	0.246299	1	churn	-0.014652	-0.010705	-0.081772	-0.093879	0.008817	0.054348	-0.058874	-0.072308	Male	80	No	Yes	Employed	Suburban	College	1,672,207,200
47	Yes	No	Fiber optic	In_Store_Support	One year	100hrs+	Active	65cd4999-34bc-4463-8808-2741d573ae1e	no_churn	0.279064	0	no_churn	-0.127163	-0.003619	-0.034482	0.030319	-0.090762	-0.088532	0.006958	0.038255	Female	58	No	No	Employed	Suburban	High School or Below	1,672,207,200
71	Yes	Yes	Low Speed	Web_Chat_Support	Two year	100hrs+	Active	bc7b5632-f0e9-4be9-a489-782379c29258	churn	0.041773	0	no_churn	-0.128764	-0.002256	0.007667	-0.050377	0.012737	-0.206143	0.049472	0.058637	Female	56	Yes	Yes	Employed	Rural	College	1,672,207,200
72	Yes	Yes	Low Speed	Web_Chat_Support	Two year	100hrs+	Active	f303ba61-373c-4b42-a0f8-ff58375dbb7b	no_churn	0.017116	0	no_churn	-0.149279	-0.002464	0.002065	-0.013213	0.019094	-0.218137	0.040921	0.051988	Male	55	No	No	Employed	Suburban	High School or Below	1,672,207,200
14	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	be00a9a4-0f41-4cc2-adce-e8883e65c576	churn	0.655434	1	churn	0.006216	-0.004063	0.050267	0.113125	0.020646	0.118432	-0.027742	-0.036109	Male	42	Yes	Yes	Employed	Suburban	Bachelor	1,672,207,200
46	Yes	No	High Speed	Phone_Support	Two year	0hrs	Disabled	a018dbcb-b4cc-451f-a0b3-92d1449ab69c	no_churn	0.010293	0	no_churn	-0.058347	-0.00493	-0.010333	-0.01688	-0.001355	-0.100685	-0.02932	-0.047176	Male	20	No	No	Employed	Suburban	College	1,672,207,200
2	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	2df7bf0e-25e6-43e0-9e6b-6aa2b4ff7e31	churn	0.592976	1	churn	0.174174	-0.008033	-0.038621	0.132155	-0.019933	0.124624	-0.014465	-0.040643	Male	78	No	Yes	Employed	Suburban	College	1,672,207,200
71	Yes	Yes	Low Speed	Web_Chat_Support	Two year	100hrs+	Active	9bafdc5a-46a7-40a6-b4e6-59a8016e3028	churn	0.041773	0	no_churn	-0.128764	-0.002256	0.007667	-0.050377	0.012737	-0.206143	0.049472	0.058637	Female	32	Yes	No	Employed	Suburban	Bachelor	1,672,207,200
14	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	e27226e1-4441-4bee-836d-e8744d7fa470	churn	0.655434	1	churn	0.006216	-0.004063	0.050267	0.113125	0.020646	0.118432	-0.027742	-0.036109	Female	26	No	Yes	Employed	Urban	College	1,672,207,200
60	Yes	Yes	High Speed	Phone_Support	One year	<80hrs	Active	9a795a1f-5795-415d-8faa-275eca2f1a70	no_churn	0.057576	0	no_churn	-0.046125	-0.002431	0.015393	0.019685	0.083149	-0.013697	0.063922	0.058791	Male	45	No	Yes	Employed	Suburban	Bachelor	1,672,207,200
29	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	c1122a2e-d5f1-446d-bc45-6569428dd946	no_churn	0.577855	0	no_churn	0.045309	-0.002493	0.131343	0.118339	0.046064	0.145513	0.138861	0.065419	Male	77	No	Yes	Unemployed	Urban	Doctor	1,672,207,200
10	Yes	Yes	Medium Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	34093912-8e1f-47fa-af86-2e2e51203d7e	churn	0.788275	1	churn	0.063445	-0.002287	-0.021486	-0.134733	0.048792	0.123842	0.103273	0.119115	Female	24	No	No	Medical Leave	Rural	College	1,672,207,200
66	Yes	Yes	Fiber optic	Web_Chat_Support	Two year	<80hrs	Active	ed597ca7-3fcb-450b-9cdc-c002aeb3e1f2	no_churn	0.046949	0	no_churn	0.031972	-0.000691	0.084679	0.084574	0.042654	-0.025169	0.122177	0.060778	Male	49	Yes	Yes	Employed	Suburban	College	1,672,207,200
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	41edf6df-2815-4e56-901c-b5c576b27db3	churn	0.767261	0	no_churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Male	26	No	No	Retired	Suburban	College	1,672,207,200
32	Yes	No	Fiber optic	In_Store_Support	Month-to-month	<80hrs	Active	d824279b-40fb-40ac-80e4-1bcdc5aa0d71	churn	0.42658	1	churn	-0.046235	-0.003265	-0.046887	0.076107	-0.014535	0.067711	-0.084793	-0.028797	Female	43	No	No	Employed	Suburban	High School or Below	1,672,207,200
18	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	fc38a7e3-15c8-44e9-b587-2547777f1524	no_churn	0.166021	0	no_churn	0.037796	-0.004469	0.032004	0.06329	0.066394	0.085047	-0.026425	-0.009303	Male	53	Yes	No	Unemployed	Suburban	College	1,672,207,200
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	c1796f3d-b543-4afb-b6e6-00bb8ce6b790	churn	0.896318	1	churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Male	35	No	No	Employed	Urban	High School or Below	1,672,207,200
53	Yes	No	Medium Speed	In_Store_Support	One year	<80hrs	Active	b8ffb9d1-bb48-4f82-8449-f62124f21a28	no_churn	0.146581	0	no_churn	-0.029016	-0.006024	0.014379	0.014984	-0.047996	-0.010991	0.093168	0.052471	Male	58	Yes	No	Employed	Rural	High School or Below	1,672,207,200
53	Yes	No	Medium Speed	In_Store_Support	One year	<80hrs	Active	fe88cc11-acea-43c1-97e2-2426b6a69f86	no_churn	0.146581	0	no_churn	-0.029016	-0.006024	0.014379	0.014984	-0.047996	-0.010991	0.093168	0.052471	Female	22	Yes	Yes	Employed	Suburban	Bachelor	1,672,207,200
71	Yes	No	High Speed	Web_Chat_Support	Two year	0hrs	Disabled	98e51e26-4042-4760-b1ec-d8035e756c0a	no_churn	0.003328	0	no_churn	-0.076247	-0.003737	-0.016402	-0.015735	0.003698	-0.119689	-0.016406	-0.024508	Female	71	Yes	Yes	Employed	Suburban	College	1,672,207,200
7	Yes	Yes	Low Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	3fbee826-e185-42cd-968e-41cf05a3a021	churn	0.774294	1	churn	0.128592	-0.00084	0.121351	0.072435	0.09439	0.134297	0.058851	0.121897	Male	49	No	No	Disabled	Suburban	Master	1,672,207,200
54	Yes	No	High Speed	Phone_Support	Two year	<50hrs	Active	537e2e13-d7b8-4412-8ceb-1f25c0092e36	no_churn	0.017789	0	no_churn	-0.034588	-0.001106	0.014097	0.000963	0.077347	-0.134981	-0.003176	0.077417	Female	47	No	No	Employed	Suburban	College	1,672,207,200
29	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	1f126186-f6dd-403e-93bc-fcd7a4aff9d7	churn	0.644123	1	churn	0.001088	-0.002155	0.111315	0.088973	0.048708	0.122046	0.076029	0.051633	Male	69	No	No	Employed	Suburban	Bachelor	1,672,207,200
12	No	No phone service	Low Speed	Phone_Support	Month-to-month	0hrs	Disabled	6c96062d-66bd-4183-bb65-4184d9d0cc4f	no_churn	0.196732	0	no_churn	-0.030794	0.018437	-0.03079	-0.018679	-0.010733	0.027488	-0.028856	-0.045099	Male	75	No	Yes	Employed	Suburban	Master	1,672,207,200
25	Yes	No	High Speed	Web_Chat_Support	Two year	0hrs	Disabled	27b45d45-08fd-496f-8344-e5421ef690dd	no_churn	0.010329	0	no_churn	-0.00976	-0.004987	-0.034064	-0.030276	-0.001885	-0.113655	-0.032792	-0.041608	Female	36	No	No	Employed	Suburban	Bachelor	1,672,207,200
14	Yes	No	Low Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	b6b781b8-b4b6-46f2-8c6f-fb2fe7e55b20	no_churn	0.114928	0	no_churn	-0.029515	-0.018736	-0.084562	-0.052175	-0.004623	0.056748	-0.046984	-0.072347	Female	62	Yes	Yes	Unemployed	Urban	Bachelor	1,672,207,200
52	Yes	Yes	High Speed	Phone_Support	Two year	100hrs+	Active	3e608c49-a90d-447d-a3df-90220d92b2dc	no_churn	0.020892	0	no_churn	-0.061914	-0.001315	-0.056238	-0.039392	0.057446	-0.204853	0.055071	0.055502	Female	46	No	No	Employed	Suburban	High School or Below	1,672,207,200
47	Yes	No	Low Speed	Web_Chat_Support	Two year	0hrs	Disabled	310763c3-8516-48c5-9fff-42fe02b8bebc	no_churn	0.007359	0	no_churn	-0.03205	-0.004982	-0.010815	-0.04698	0.007455	-0.115299	-0.027441	-0.038914	Female	42	No	No	Unemployed	Rural	High School or Below	1,672,207,200
3	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	32275850-fc61-424f-a7c6-46695504db41	no_churn	0.451417	0	no_churn	0.115694	-0.007177	-0.084196	0.112574	-0.019021	0.113956	-0.021779	-0.03425	Male	69	Yes	Yes	Employed	Suburban	College	1,672,207,200
66	Yes	Yes	Fiber optic	Web_Chat_Support	Two year	<80hrs	Active	66dfe6e2-c6c6-4955-be6e-12b2cb6ac3ed	no_churn	0.046949	0	no_churn	0.031972	-0.000691	0.084679	0.084574	0.042654	-0.025169	0.122177	0.060778	Female	35	No	No	Employed	Rural	Bachelor	1,672,207,200
59	Yes	Yes	High Speed	In_Store_Support	One year	0hrs	Disabled	3b8959f4-763f-4b14-9f30-0bb8e1dd5cff	no_churn	0.028182	0	no_churn	-0.065508	-0.004419	0.000615	-0.033274	-0.036719	-0.085873	-0.022046	-0.021803	Female	63	Yes	Yes	Retired	Suburban	College	1,672,207,200
52	Yes	No	Low Speed	Web_Chat_Support	Month-to-month	100hrs+	Active	a615a1b8-bf60-4774-aaad-c3e40e1f30d6	no_churn	0.409866	1	churn	-0.125908	-0.001696	-0.056537	-0.039709	0.107739	0.07572	0.051878	0.084487	Male	28	Yes	Yes	Employed	Suburban	High School or Below	1,672,207,200
11	Yes	No	Medium Speed	In_Store_Support	Month-to-month	<50hrs	Active	b0aafebf-752e-45c6-9efd-b0adededd4b2	no_churn	0.308794	0	no_churn	0.032376	-0.004318	-0.075589	-0.029198	-0.138899	0.075184	0.083071	0.058346	Female	26	Yes	Yes	Unemployed	Suburban	Bachelor	1,672,207,200
65	Yes	Yes	High Speed	Web_Chat_Support	Two year	0hrs	Disabled	71718bb4-321b-4379-82e4-eff7ee97104a	no_churn	0.004235	0	no_churn	-0.058348	-0.002922	0.008997	-0.01582	0.007424	-0.167728	-0.019657	-0.020972	Male	56	No	Yes	Employed	Suburban	High School or Below	1,672,207,200
21	No	No phone service	Low Speed	Phone_Support	Two year	0hrs	Disabled	a6656e47-80b4-421e-b126-d6d4c1292f37	no_churn	0.023696	0	no_churn	-0.023153	0.04727	0.007503	0.003811	0.018066	-0.135516	-0.028402	-0.033105	Male	44	No	Yes	Employed	Suburban	High School or Below	1,672,207,200
70	Yes	Yes	Fiber optic	Phone_Support	Two year	<50hrs	Active	77951995-83f6-4814-ae8e-7500aec02baf	no_churn	0.105263	0	no_churn	-0.005542	-0.00086	0.075334	0.09784	0.046201	-0.034255	0.118652	0.078604	Male	41	Yes	Yes	Unemployed	Urban	High School or Below	1,672,207,200
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	e1a6ab0a-354a-4621-b025-349baf8bd405	churn	0.767261	0	no_churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Female	56	Yes	No	Employed	Urban	College	1,672,207,200
9	Yes	No	Low Speed	In_Store_Support	Month-to-month	<80hrs	Active	90fea616-db9b-46c4-ba37-06eae0b98db5	churn	0.20097	1	churn	0.046516	-0.003222	-0.059524	-0.019067	0.015876	0.095204	0.11361	0.061581	Female	23	Yes	No	Employed	Suburban	High School or Below	1,672,207,200
2	Yes	No	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	ac183dda-ee00-49b4-b3bd-e157763ed441	no_churn	0.132606	0	no_churn	0.104913	-0.015461	-0.035994	-0.066998	-0.029568	0.090901	-0.052234	-0.068178	Female	53	Yes	Yes	Employed	Suburban	High School or Below	1,672,207,200
65	Yes	Yes	High Speed	Phone_Support	Two year	100hrs+	Active	c5793f1d-f75b-4167-bfdb-34d7f1429840	no_churn	0.122136	0	no_churn	-0.10446	-0.001181	-0.026881	-0.001467	0.016475	-0.220725	0.033658	0.045556	Male	59	Yes	Yes	Employed	Suburban	College	1,672,207,200
54	No	No phone service	High Speed	Phone_Support	Two year	0hrs	Disabled	3be9fae2-8ecd-4d7e-9dfb-2717421e28ce	no_churn	0.029534	0	no_churn	-0.063194	0.016432	0.001417	-0.004589	0.026064	-0.136081	-0.021048	-0.038027	Female	40	No	Yes	Employed	Urban	Doctor	1,672,207,200
26	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	4d50eb5b-dfc6-4287-a7a1-8e05080035d9	churn	0.543156	1	churn	-0.089947	-0.00289	0.060129	0.112927	0.005376	0.093745	-0.009021	-0.048384	Male	79	Yes	No	Unemployed	Suburban	Master	1,672,207,200
15	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	1b6422c2-d99b-4654-a205-6f1339ef9cde	no_churn	0.149254	0	no_churn	0.005461	-0.014441	-0.091413	-0.02923	-0.116748	0.056074	-0.017182	-0.04238	Male	56	No	Yes	Employed	Suburban	Bachelor	1,672,207,200
61	Yes	No	Fiber optic	Phone_Support	Month-to-month	<80hrs	Active	cfd4ac0d-705d-4be8-bf53-34b70f364375	no_churn	0.062944	0	no_churn	-0.210913	-0.004621	-0.017849	-0.092556	0.002953	0.037727	0.011211	0.025022	Male	80	No	No	Employed	Rural	Bachelor	1,672,207,200
69	Yes	Yes	Low Speed	Web_Chat_Support	Two year	0hrs	Disabled	a9b37a6f-272d-473e-9348-086eeb9d6c0b	no_churn	0.00749	0	no_churn	-0.057619	-0.003452	0.003754	-0.031171	0.000221	-0.124991	-0.022259	-0.033511	Male	62	Yes	No	Employed	Suburban	Bachelor	1,672,207,200
71	Yes	No	High Speed	Web_Chat_Support	One year	100hrs+	Active	0b2f46b4-0944-43c8-a10b-3afa715d6606	no_churn	0.06478	0	no_churn	-0.132886	-0.00311	-0.057679	-0.006708	0.01875	-0.167305	0.042991	0.05192	Male	23	Yes	No	Employed	Rural	College	1,672,207,200
70	Yes	Yes	Fiber optic	Phone_Support	One year	<80hrs	Active	c7565861-6cf1-4aba-8063-de1469836fc4	churn	0.422948	1	churn	-0.122148	-0.002068	0.008139	0.023131	-0.109415	-0.132098	0.014124	0.051309	Male	47	No	Yes	Employed	Suburban	High School or Below	1,672,207,200
68	Yes	No	Low Speed	Web_Chat_Support	Two year	0hrs	Disabled	8f5f7f4b-12fb-4252-8345-d89b4f632a0d	no_churn	0.008874	0	no_churn	-0.06142	-0.003706	-0.014377	-0.018269	-0.000219	-0.11634	-0.024979	-0.029715	Female	35	Yes	No	Employed	Suburban	High School or Below	1,672,207,200
15	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	ec0694cc-a16f-4d08-af19-391c5c9d273b	churn	0.566766	1	churn	0.098763	-0.003275	-0.034186	0.073063	0.025705	0.121385	-0.003919	-0.031794	Female	57	Yes	Yes	Employed	Suburban	High School or Below	1,672,207,200
65	Yes	Yes	High Speed	Web_Chat_Support	Two year	0hrs	Disabled	c1bab37c-39d4-489d-8694-05b3e3391b77	no_churn	0.004235	0	no_churn	-0.058348	-0.002922	0.008997	-0.01582	0.007424	-0.167728	-0.019657	-0.020972	Male	60	Yes	Yes	Employed	Suburban	Master	1,672,207,200
41	Yes	No	High Speed	In_Store_Support	Two year	0hrs	Disabled	f22964fa-ce18-4811-940b-659ff2b34344	no_churn	0.009075	0	no_churn	-0.036411	-0.004287	-0.011275	-0.0509	-0.028496	-0.10619	-0.012929	-0.018538	Male	32	No	Yes	Employed	Suburban	Bachelor	1,672,207,200
23	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	d8b4f518-9ade-4827-b17a-40b99f19460a	churn	0.7675	1	churn	-0.00965	-0.006071	0.143848	0.113069	0.047618	0.123063	0.014389	0.013931	Male	60	No	No	Employed	Rural	Bachelor	1,672,207,200
66	Yes	Yes	Fiber optic	Web_Chat_Support	Two year	<80hrs	Active	770863fc-8b8d-46ca-a8d1-d34b0e779712	no_churn	0.046949	0	no_churn	0.031972	-0.000691	0.084679	0.084574	0.042654	-0.025169	0.122177	0.060778	Male	62	No	No	Unemployed	Urban	High School or Below	1,672,207,200

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.