Datasets:

Lotem
/

check

Dataset card Data Studio Files Files and versions Community

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
6	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	1366ff32-8d2e-4bc4-9aaf-f8a26aeb5161	no_churn	0.689612	1	churn	0.14413	0.000529	0.005862	0.18783	0.064062	0.092946	0.010666	0.005352	Male	25	No	No	Unemployed	Rural	Bachelor	1,671,170,400
72	Yes	Yes	Fiber optic	Web_Chat_Support	Two year	<80hrs	Disabled	ffedc484-4c88-4569-8fef-c34c782cb44f	no_churn	0.011931	0	no_churn	-0.119528	-0.002566	0.023158	0.038996	0.022254	-0.090159	0.050361	-0.029805	Male	27	Yes	No	Employed	Rural	Bachelor	1,671,170,400
21	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	73f6f37e-a4c6-47b5-b475-b12452397435	churn	0.452485	1	churn	-0.148638	-0.007492	-0.082594	0.077182	-0.004301	0.040664	-0.000552	-0.013176	Female	34	No	No	Employed	Suburban	Bachelor	1,671,170,400
54	Yes	Yes	Fiber optic	Expired	Month-to-month	0hrs	Disabled	15181e7c-a987-43ad-b7be-a9dbd9e093ce	churn	0.289074	0	no_churn	-0.257444	-0.009367	0.026509	0.062035	-0.020297	0.023242	-0.025882	-0.051988	Female	57	No	Yes	Employed	Suburban	Bachelor	1,671,170,400
51	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	e67380ae-60dd-4280-8aba-8b8108394766	no_churn	0.4473	1	churn	-0.219211	-0.004659	0.038357	0.031573	-0.082402	0.024666	0.003246	-0.020595	Male	66	No	No	Employed	Suburban	Bachelor	1,671,170,400
15	Yes	Yes	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	1458c2b1-0105-412d-a2ec-3c93eb1e01b9	no_churn	0.400054	0	no_churn	0.067691	-0.0073	0.000548	0.129558	0.00323	0.098234	-0.080748	0.02213	Female	48	No	Yes	Employed	Suburban	College	1,671,170,400
10	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	cf580156-0568-4a7c-9171-fe939a74c0e3	no_churn	0.501329	0	no_churn	0.083519	-0.006498	0.056152	0.145499	0.044389	0.102054	-0.030115	0.008418	Female	77	Yes	Yes	Unemployed	Suburban	High School or Below	1,671,170,400
40	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Disabled	7f4450f5-36e4-4f09-aa22-c417983c0697	no_churn	0.347732	0	no_churn	-0.151918	-0.009204	0.033502	0.033656	-0.002083	0.077619	0.065904	-0.054726	Female	29	No	No	Employed	Suburban	Bachelor	1,671,170,400
27	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	1c28dccc-38e2-44cd-a463-932974c71d12	churn	0.585787	1	churn	-0.071542	-0.005622	0.088017	0.134959	0.017996	0.07717	0.008267	-0.042747	Female	35	No	Yes	Employed	Urban	College	1,671,170,400
49	Yes	Yes	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	3ea2dd3f-df0d-4955-bb87-e42b2e0c5dba	no_churn	0.360061	0	no_churn	0.05807	0.000917	0.127272	0.157873	0.074199	0.121127	0.042428	-0.015793	Female	46	Yes	No	Employed	Rural	Bachelor	1,671,170,400
25	Yes	Yes	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	a4af7c26-3cf0-4ae3-8429-3480c74535ca	churn	0.662172	1	churn	0.041381	-0.004455	0.098482	0.184177	0.002325	0.107973	0.00058	-0.020489	Female	56	No	No	Employed	Suburban	High School or Below	1,671,170,400
27	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Disabled	4fba779b-e900-42bd-a23c-dfb7cfb9cdd5	no_churn	0.476662	0	no_churn	-0.084202	-0.00453	-0.071596	0.045681	0.053391	0.068275	-0.026685	-0.0167	Male	45	No	Yes	Employed	Suburban	Bachelor	1,671,170,400
4	Yes	Yes	Fiber optic	Expired	Month-to-month	0hrs	Disabled	d9616d43-8c94-472c-b600-d3d5e2c5fe43	churn	0.659239	1	churn	0.21182	0.0016	0.090856	0.169116	0.05923	0.139955	0.015612	0.029034	Female	32	No	Yes	Employed	Suburban	Bachelor	1,671,170,400
15	Yes	No	High Speed	Expired	Month-to-month	0hrs	Disabled	204d2480-510d-4ad5-ad06-b31dbc27fb55	no_churn	0.136573	0	no_churn	0.024128	-0.017288	-0.089283	-0.126662	-0.067454	0.055713	-0.021446	-0.026735	Male	62	Yes	Yes	Unemployed	Suburban	College	1,671,170,400
5	No	No phone service	High Speed	In_Store_Support	Month-to-month	<80hrs	Disabled	560d67ca-477d-4eeb-85d5-10ccf1833606	no_churn	0.396116	0	no_churn	0.146892	0.115488	0.042402	0.001391	-0.004963	0.126189	0.051056	-0.024228	Female	20	No	Yes	Unemployed	Suburban	College	1,671,170,400
1	No	No phone service	Medium Speed	Expired	One year	<80hrs	Disabled	9cf42dbf-7e32-4be2-9183-3b28349958cb	no_churn	0.15292	0	no_churn	0.140788	0.00443	-0.000661	-0.067182	-0.000129	-0.141408	0.049735	-0.024598	Female	55	No	No	Employed	Suburban	College	1,671,170,400
72	Yes	No	High Speed	Phone_Support	Two year	100hrs+	Disabled	e5425850-f193-49db-b321-8e4541cf8a16	no_churn	0.002069	0	no_churn	-0.110112	-0.00334	-0.012769	-0.004518	0.021421	-0.147944	0.041673	-0.023437	Male	60	No	No	Employed	Rural	College	1,671,170,400
1	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	bd29365d-6ffb-4901-ba50-0fc89373afd2	churn	0.85391	1	churn	0.168508	-0.007009	0.07073	0.061092	-0.046787	0.106318	-0.01573	-0.003899	Male	43	No	No	Unemployed	Suburban	High School or Below	1,671,170,400
27	Yes	Yes	Medium Speed	Web_Chat_Support	Two year	100hrs+	Disabled	78c9ff16-2a13-4b64-a4dd-d6f981fe5aae	no_churn	0.010747	0	no_churn	-0.011737	-0.002687	-0.007586	-0.061016	0.046307	-0.15617	0.059964	-0.0361	Male	40	No	No	Unemployed	Suburban	Master	1,671,170,400
19	No	No phone service	High Speed	Expired	Month-to-month	<80hrs	Disabled	6d6d278a-4a88-4444-a2c7-1dc2a9958479	no_churn	0.1922	0	no_churn	-0.067516	0.089234	0.025984	-0.034731	-0.002227	0.086239	0.093111	-0.049121	Female	34	No	Yes	Employed	Suburban	High School or Below	1,671,170,400
11	No	No phone service	Low Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	74bf4b2f-9c95-4203-a1b2-2a3dbc56ec35	no_churn	0.370032	0	no_churn	0.001048	0.015779	-0.034395	-0.039479	-0.012266	0.018496	-0.033946	-0.044263	Male	55	No	Yes	Employed	Suburban	High School or Below	1,671,170,400
71	Yes	Yes	Medium Speed	Expired	Two year	<80hrs	Active	8f24b28d-8983-473d-8165-8e09e4f80e96	churn	0.027745	0	no_churn	-0.088989	-0.007603	0.005406	-0.074596	-0.02823	-0.119251	0.016266	0.02797	Female	27	No	No	Unemployed	Suburban	Bachelor	1,671,170,400
42	Yes	Yes	Medium Speed	Expired	One year	<80hrs	Disabled	be9c0c5d-c1bf-43fa-8e52-d8ae26a969e1	no_churn	0.065821	0	no_churn	-0.044598	-0.004043	-0.018162	-0.052434	-0.04085	-0.079953	0.014407	-0.023393	Female	33	No	Yes	Employed	Urban	Bachelor	1,671,170,400
2	Yes	Yes	Medium Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	acca2671-1b6a-41b0-9c08-153cc0a1162d	churn	0.672073	1	churn	0.07154	-0.005094	0.032096	-0.171176	0.001258	0.11074	-0.013938	0.058048	Female	29	No	No	Employed	Suburban	High School or Below	1,671,170,400
41	No	No phone service	High Speed	Expired	One year	100hrs+	Active	4ef71991-b598-4472-8548-bfcb5f286e35	churn	0.214785	0	no_churn	-0.064288	-0.033641	-0.029001	-0.084631	-0.029336	-0.074689	0.024472	0.032088	Female	65	No	No	Employed	Rural	College	1,671,170,400
28	Yes	No	Low Speed	Phone_Support	Month-to-month	<80hrs	Disabled	e1ed39a1-d4a5-42ab-a40d-b3aaa9e7152c	no_churn	0.078686	0	no_churn	0.001165	-0.006896	-0.015775	-0.004191	0.087942	0.072158	0.116044	-0.079474	Female	53	Yes	No	Unemployed	Suburban	Bachelor	1,671,170,400
50	Yes	Yes	Medium Speed	Expired	Two year	100hrs+	Disabled	00ca4b60-5728-413d-b879-6f8b2cc79749	no_churn	0.020728	0	no_churn	-0.045952	-0.003477	0.013907	-0.074416	-0.016209	-0.132115	0.0076	-0.018364	Female	31	Yes	No	Employed	Urban	College	1,671,170,400
2	Yes	No	Medium Speed	Phone_Support	Month-to-month	0hrs	Disabled	4c31d975-3547-4f82-9fc9-d7ed20ca2eab	no_churn	0.167727	0	no_churn	0.143067	-0.007023	-0.027661	-0.051391	0.051677	0.08347	-0.027797	-0.054996	Female	20	No	No	Employed	Urban	College	1,671,170,400
5	Yes	No	Medium Speed	Expired	Month-to-month	100hrs+	Disabled	b02f17ed-4d6a-458a-9c2e-9fdfadd86f84	no_churn	0.144573	0	no_churn	0.124392	-0.00418	-0.034207	-0.091235	0.000908	0.082807	0.028061	-0.041632	Female	64	Yes	Yes	Employed	Suburban	Bachelor	1,671,170,400
69	Yes	Yes	High Speed	Expired	Two year	0hrs	Disabled	524a093b-4684-4a53-a2ac-110682c8d116	no_churn	0.025007	0	no_churn	-0.060787	-0.004326	0.005895	-0.029956	-0.00847	-0.117459	-0.015312	-0.038609	Male	43	No	Yes	Employed	Suburban	Master	1,671,170,400
4	Yes	No	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	5b20ae29-5779-4346-90a3-f1e45a60a8c2	churn	0.380758	0	no_churn	0.134302	-0.00023	-0.046239	0.079519	-0.041155	0.073162	-0.003876	0.002879	Female	59	No	No	Unemployed	Suburban	College	1,671,170,400
47	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Disabled	08e96d74-d9c5-4d64-833a-366e54e09576	no_churn	0.226255	0	no_churn	0.033912	-0.001943	-0.037527	0.101253	0.094576	0.098289	0.02745	-0.025416	Female	34	No	No	Employed	Suburban	Bachelor	1,671,170,400
18	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	8e5fada0-569b-45a1-a033-4fcd65a7fa19	churn	0.648372	1	churn	-0.049538	-0.00532	-0.016011	-0.018836	0.039959	0.047604	0.031736	0.072123	Female	33	No	Yes	Employed	Suburban	Bachelor	1,671,170,400
2	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Disabled	ef0ffbcd-3b21-4f68-8fed-46e060842358	no_churn	0.47758	0	no_churn	0.236828	-0.006696	-0.036588	0.080046	0.025546	0.136174	0.082667	-0.040643	Male	30	Yes	Yes	Unemployed	Suburban	High School or Below	1,671,170,400
72	Yes	Yes	Medium Speed	Expired	Two year	100hrs+	Active	3f3394c2-28ca-442c-bcad-4f006848ec76	churn	0.007962	0	no_churn	-0.091218	-0.003881	0.009509	-0.043064	-0.015539	-0.175716	0.022052	0.028831	Male	49	No	Yes	Unemployed	Rural	High School or Below	1,671,170,400
5	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	631025ff-8059-4be2-9684-f705abfba994	churn	0.683005	1	churn	0.083139	-0.001086	0.01386	0.093746	0.031162	0.086299	-0.050644	0.026653	Male	65	No	No	Employed	Suburban	High School or Below	1,671,170,400
27	No	No phone service	High Speed	Expired	Month-to-month	<80hrs	Active	349f346a-fe05-4296-b495-5a6e6dc48eaa	no_churn	0.38165	1	churn	-0.107286	0.082576	0.045137	-0.034324	-0.030318	0.100909	-0.009148	0.043428	Female	60	No	Yes	Unemployed	Rural	Master	1,671,170,400
21	Yes	No	Fiber optic	Expired	Month-to-month	0hrs	Disabled	635ae6f6-5c91-43fa-860e-83bbec0f6eb6	churn	0.452485	1	churn	-0.121652	-0.004493	-0.102104	0.086409	-0.018369	0.044096	-0.015586	-0.031542	Male	65	No	No	Employed	Urban	High School or Below	1,671,170,400
14	Yes	No	High Speed	Expired	Month-to-month	<80hrs	Disabled	f1abe792-0d74-42e8-bb32-6471ebfcef1a	no_churn	0.124468	0	no_churn	-0.03258	-0.018497	-0.051325	-0.119674	-0.020704	0.043319	0.013809	-0.023375	Male	38	No	Yes	Employed	Rural	Doctor	1,671,170,400
71	Yes	No	High Speed	Expired	Two year	<80hrs	Active	5a70c004-ace5-45b0-80df-6c09dc13d744	churn	0.006428	0	no_churn	-0.076144	-0.015702	-0.059609	-0.024371	-0.021351	-0.114314	0.019142	0.023322	Male	58	Yes	Yes	Employed	Suburban	Master	1,671,170,400
53	Yes	No	Fiber optic	Expired	One year	<80hrs	Active	6136eb20-5d9e-42d2-8048-7b7672478bcd	churn	0.275252	0	no_churn	-0.079309	-0.001123	0.034131	0.148676	0.094782	-0.033409	0.121075	0.076151	Female	63	No	No	Employed	Urban	Bachelor	1,671,170,400
70	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	137b4ba5-144d-41f6-af87-faa7cff764cf	no_churn	0.222481	0	no_churn	-0.171319	-0.008983	0.043169	0.069735	0.016751	0.048869	0.080645	-0.063893	Female	35	No	Yes	Employed	Suburban	College	1,671,170,400
3	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	6a2c4788-e0cd-4b79-9170-f717b793e9d4	churn	0.878336	1	churn	0.222148	-0.004005	0.067764	0.128821	0.101189	0.123289	0.038706	0.045561	Female	48	No	No	Employed	Suburban	Bachelor	1,671,170,400
17	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Active	ac1b55bd-95e6-4be0-8cbb-1d395df55e56	no_churn	0.618154	1	churn	0.121485	-0.000779	0.051358	0.168045	0.049756	0.080964	0.060813	0.002666	Male	20	No	No	Employed	Suburban	Bachelor	1,671,170,400
13	Yes	No	High Speed	Expired	One year	<80hrs	Disabled	10cc5048-0762-4ac0-9cb8-1d9ef71cf7bf	churn	0.050943	0	no_churn	0.004239	-0.005254	-0.020034	-0.07941	0.015241	-0.058515	0.034685	-0.029978	Female	35	No	Yes	Employed	Suburban	High School or Below	1,671,170,400
21	No	No phone service	Low Speed	Expired	Month-to-month	100hrs+	Disabled	b9f7a0a6-3fc0-400c-9ba4-85e136b8e269	no_churn	0.565776	1	churn	-0.082157	0.047737	-0.004886	-0.017528	-0.09828	0.056774	0.023986	-0.034672	Female	45	No	Yes	Employed	Suburban	High School or Below	1,671,170,400
72	Yes	No	Medium Speed	Expired	Two year	<80hrs	Disabled	abb55b72-351c-431b-a716-cc93648a1f8f	churn	0.002327	0	no_churn	-0.085499	-0.00447	-0.007455	-0.029282	-0.018294	-0.125798	0.015388	-0.013616	Female	35	No	No	Retired	Suburban	Bachelor	1,671,170,400
23	Yes	No	Fiber optic	Phone_Support	Month-to-month	<80hrs	Disabled	33754b81-55c5-4f74-922b-b332c330edb1	no_churn	0.149911	0	no_churn	-0.193861	-0.007339	-0.074421	0.019049	0.005271	0.047476	0.011065	-0.0171	Female	57	Yes	Yes	Employed	Suburban	College	1,671,170,400
64	Yes	Yes	Low Speed	Expired	Two year	100hrs+	Active	d8d05d45-c800-412b-bd39-b13c86de377c	churn	0.012605	0	no_churn	-0.105851	-0.00338	0.014376	-0.014304	-0.015497	-0.203113	0.031881	0.036862	Female	76	Yes	Yes	Employed	Urban	Bachelor	1,671,170,400
33	Yes	Yes	Medium Speed	Expired	Month-to-month	<80hrs	Disabled	9512af41-a4f4-4721-a956-aeace0d81e86	no_churn	0.15861	0	no_churn	-0.088338	-0.004074	0.016113	-0.060309	-0.065535	0.048584	0.051825	-0.037293	Female	72	Yes	No	Unemployed	Suburban	Bachelor	1,671,170,400
6	Yes	No	Medium Speed	Expired	Month-to-month	<80hrs	Disabled	1cf45d12-5b91-4e3f-a275-53f9504c4ac7	no_churn	0.064883	0	no_churn	0.132065	0.000454	0.036422	-0.01472	0.028538	0.100866	0.095424	-0.046403	Female	74	No	No	Unemployed	Urban	Bachelor	1,671,170,400
27	No	No phone service	High Speed	Expired	Month-to-month	<80hrs	Active	da0f516b-2302-4819-8ae0-869e610b3ad7	no_churn	0.38165	1	churn	-0.107286	0.082576	0.045137	-0.034324	-0.030318	0.100909	-0.009148	0.043428	Female	69	Yes	No	Medical Leave	Suburban	Bachelor	1,671,170,400
4	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	feb07303-50c5-46d6-b73b-1664bdc63a90	churn	0.777477	1	churn	0.245503	-0.001704	0.056161	0.068925	0.077107	0.153726	0.063131	0.058126	Female	23	No	No	Employed	Suburban	High School or Below	1,671,170,400
71	Yes	No	High Speed	Expired	Two year	100hrs+	Active	cf178484-1842-477f-a36f-d14ebaae2b53	churn	0.006428	0	no_churn	-0.092086	-0.005504	-0.025996	-0.021834	-0.035562	-0.128006	0.016142	0.023821	Male	77	No	No	Unemployed	Suburban	High School or Below	1,671,170,400
6	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Disabled	ec16f265-b37c-4005-b082-0f697d5e4b64	churn	0.689612	1	churn	0.14413	0.000529	0.005862	0.18783	0.064062	0.092946	0.010666	0.005352	Female	34	No	Yes	Employed	Suburban	High School or Below	1,671,170,400
21	No	No phone service	Low Speed	In_Store_Support	Month-to-month	100hrs+	Disabled	8d6301f7-bdde-41c6-afc8-4bcd9d1525a2	churn	0.565776	1	churn	0.097241	0.132851	0.055198	0.095705	0.04232	0.113967	0.036405	-0.022713	Male	48	No	Yes	Employed	Rural	College	1,671,170,400
6	Yes	No	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	5fae8061-2ddd-4e6e-9834-9a71b8746590	churn	0.689612	1	churn	0.137554	-0.00125	-0.018325	0.131529	0.04172	0.086109	-0.039265	0.033307	Female	54	No	No	Employed	Suburban	High School or Below	1,671,170,400
12	Yes	Yes	High Speed	Expired	Month-to-month	<80hrs	Active	b880074c-44c2-4f89-8279-fc78f5d6fbc0	no_churn	0.735214	1	churn	-0.004635	-0.014712	0.021894	-0.057222	-0.126339	0.04987	-0.089317	0.032768	Male	25	Yes	Yes	Employed	Suburban	College	1,671,170,400
66	Yes	Yes	High Speed	Expired	One year	<50hrs	Active	af14b029-4de7-4560-a9b0-a4f1c0c821ba	no_churn	0.32117	1	churn	0.05416	0.003871	0.107035	0.032841	0.08433	0.0078	0.155173	0.09493	Female	33	No	No	Employed	Suburban	Bachelor	1,671,170,400
23	Yes	No	High Speed	Phone_Support	One year	0hrs	Disabled	c9d1ab06-5115-45a0-bc89-abc9e620aa8d	no_churn	0.017643	0	no_churn	-0.064159	-0.006181	-0.041359	-0.017765	0.002849	-0.073758	-0.032963	-0.035689	Female	50	No	Yes	Unemployed	Suburban	College	1,671,170,400
72	Yes	No	Medium Speed	Expired	Two year	0hrs	Disabled	ab59e396-cbcd-4906-bd87-e43b79133871	no_churn	0.002327	0	no_churn	-0.073205	-0.004474	-0.009413	-0.034199	-0.006702	-0.116142	-0.010712	-0.01418	Male	60	Yes	Yes	Employed	Suburban	College	1,671,170,400
26	Yes	No	Low Speed	Web_Chat_Support	One year	100hrs+	Disabled	bbf25186-2832-45bf-a995-7fb93076ca83	churn	0.020685	0	no_churn	-0.041635	-0.004891	-0.025646	-0.00837	0.03295	-0.096958	0.067925	-0.042402	Female	79	No	No	Unemployed	Suburban	Master	1,671,170,400
34	Yes	No	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	524bd995-b62e-4d1a-a81b-7b8290b6c228	no_churn	0.325372	0	no_churn	-0.115979	-0.005158	-0.017616	0.102187	-0.041676	0.041669	-0.032234	-0.00022	Female	25	No	No	Employed	Rural	Master	1,671,170,400
17	Yes	No	High Speed	Expired	One year	<80hrs	Disabled	73d4b9d2-a28c-4a87-8502-3757d94840bb	no_churn	0.04483	0	no_churn	0.027227	-0.004202	-0.031386	-0.041651	-0.018884	-0.145902	0.02025	-0.019478	Male	70	No	No	Unemployed	Suburban	High School or Below	1,671,170,400
6	Yes	No	Medium Speed	Expired	Month-to-month	0hrs	Disabled	3bdefc29-59f4-41c0-abe0-46c7570d9c55	no_churn	0.064883	0	no_churn	0.068962	-0.005569	0.006825	-0.1302	0.042057	0.074425	-0.038606	-0.031214	Male	60	Yes	No	Employed	Urban	High School or Below	1,671,170,400
26	No	No phone service	High Speed	Phone_Support	Month-to-month	<80hrs	Disabled	c2d33c0a-eff4-4f0c-bc02-d4db67174a7e	no_churn	0.120488	0	no_churn	-0.12123	0.022288	0.027125	-0.03097	0.023358	0.075902	0.075089	-0.040588	Female	38	Yes	Yes	Employed	Rural	Bachelor	1,671,170,400
4	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	6059a0bb-f191-403a-ba0e-b8d9bfc29a34	no_churn	0.785296	1	churn	0.150384	0.000993	0.05868	0.090968	-0.008585	0.102694	-0.039527	0.029034	Male	79	No	No	Employed	Suburban	College	1,671,170,400
7	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Active	4ba777f7-5f2e-4fcd-93f0-2f96de1dae00	no_churn	0.774294	1	churn	-0.010185	-0.004001	0.032526	-0.011435	-0.114689	0.031711	-0.036405	-0.066547	Male	39	No	No	Disabled	Urban	College	1,671,170,400
35	Yes	Yes	High Speed	Expired	One year	<80hrs	Active	9a678e15-1331-420e-b210-38cd9dba8a11	churn	0.178254	0	no_churn	-0.100635	-0.002551	0.018076	-0.052098	-0.023868	-0.068001	-0.033425	0.003476	Female	78	No	No	Unemployed	Suburban	Bachelor	1,671,170,400
18	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	02e34d61-031f-4e2a-8567-db37688b6b0d	churn	0.648372	1	churn	0.023006	-0.003444	0.088472	0.02989	0.057675	0.11996	0.093413	0.084497	Male	40	No	No	Retired	Suburban	High School or Below	1,671,170,400
3	Yes	No	High Speed	Expired	Month-to-month	100hrs+	Active	6c856a3e-9bbe-4d5e-8c39-783f74e6d3d4	no_churn	0.716263	1	churn	0.112101	-0.006569	-0.071171	-0.040972	-0.010812	0.056556	0.024141	0.034366	Female	34	No	Yes	Employed	Rural	Bachelor	1,671,170,400
25	Yes	Yes	Fiber optic	Expired	One year	<80hrs	Active	5964faf0-f52f-459e-857d-3531e728979b	no_churn	0.240904	1	churn	-0.048759	-0.002392	0.032228	0.097883	0.017331	-0.140091	-0.051749	0.044023	Male	23	No	Yes	Disabled	Suburban	High School or Below	1,671,170,400
11	Yes	No	Low Speed	Expired	Month-to-month	<80hrs	Active	7b354c77-25e3-4bc2-aed4-cd2a993a52b7	churn	0.517595	0	no_churn	0.000568	-0.017303	-0.067173	-0.095608	-0.060782	0.047362	-0.026267	0.030177	Male	52	No	No	Employed	Suburban	High School or Below	1,671,170,400
71	No	No phone service	Low Speed	Expired	Two year	<80hrs	Active	7cc7de00-b6e5-48a1-a84b-d458bb78b82e	churn	0.011434	0	no_churn	-0.020792	0.076075	0.025217	-0.068855	0.038909	-0.107185	0.082624	0.04498	Male	39	No	No	Unemployed	Suburban	College	1,671,170,400
72	Yes	Yes	Fiber optic	Expired	Two year	<80hrs	Disabled	878e4e7a-8d2a-4e01-b49b-6501aa866a8f	no_churn	0.034495	0	no_churn	-0.169719	-0.00457	-0.001802	0.048377	-0.002069	-0.133338	0.009257	-0.015161	Female	42	No	No	Unemployed	Suburban	Bachelor	1,671,170,400
66	No	No phone service	Medium Speed	Expired	Two year	100hrs+	Active	04b0d2b9-4a69-4f69-bb55-722e9b170094	churn	0.028313	0	no_churn	-0.031482	0.009181	-0.006901	-0.010184	-0.012257	-0.165122	0.007966	0.029773	Female	42	No	No	Medical Leave	Suburban	Bachelor	1,671,170,400
27	No	No phone service	High Speed	Expired	Month-to-month	<80hrs	Active	55699b50-7ec9-4f05-9f96-6813058a74ab	no_churn	0.38165	1	churn	-0.107286	0.082576	0.045137	-0.034324	-0.030318	0.100909	-0.009148	0.043428	Female	25	Yes	No	Employed	Suburban	College	1,671,170,400
58	Yes	No	Fiber optic	Expired	One year	<80hrs	Active	11007e5b-f1fb-410c-b4b6-8973675ca0af	churn	0.178184	0	no_churn	-0.08907	-0.001698	-0.018331	0.135073	0.092345	0.003876	0.127976	0.080804	Male	69	No	Yes	Employed	Suburban	Master	1,671,170,400
17	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Active	b5f1ba81-3565-47b9-aeba-7c5b4c547bd3	no_churn	0.618154	1	churn	0.121485	-0.000779	0.051358	0.168045	0.049756	0.080964	0.060813	0.002666	Female	67	Yes	Yes	Employed	Urban	Bachelor	1,671,170,400
40	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	498b695f-026d-45de-85d0-d580473228a4	churn	0.469398	0	no_churn	-0.023196	-0.010332	0.10148	0.163832	0.124846	0.096121	0.00151	-0.003286	Male	74	Yes	Yes	Unemployed	Suburban	College	1,671,170,400
18	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	f21e312a-21c4-42d3-8cad-83d94531c670	churn	0.648372	1	churn	-0.049538	-0.00532	-0.016011	-0.018836	0.039959	0.047604	0.031736	0.072123	Male	47	No	No	Employed	Suburban	Master	1,671,170,400
2	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	5860e95d-ab98-4f18-be27-bab291516800	no_churn	0.633671	0	no_churn	0.312441	-0.004928	-0.030207	0.036458	0.083415	0.145939	0.100079	0.086776	Male	77	Yes	Yes	Employed	Rural	High School or Below	1,671,170,400
4	Yes	Yes	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	4025ee2f-dcaa-428c-a48c-334bd3dee778	no_churn	0.785296	1	churn	0.150384	0.000993	0.05868	0.090968	-0.008585	0.102694	-0.039527	0.029034	Female	67	No	No	Employed	Suburban	Bachelor	1,671,170,400
49	Yes	Yes	Medium Speed	Expired	Month-to-month	0hrs	Disabled	20382baf-47e3-4a57-9e8d-1ed9c8f85ff3	no_churn	0.174623	0	no_churn	-0.041771	-0.008396	0.0593	-0.181222	0.04103	0.062209	-0.014341	-0.013336	Male	43	No	Yes	Unemployed	Suburban	Bachelor	1,671,170,400
38	Yes	No	Fiber optic	Phone_Support	Month-to-month	100hrs+	Disabled	a16e66bd-2216-42e3-b9b8-09eeb0c9e1f0	churn	0.219799	1	churn	-0.016519	-0.007889	-0.011472	0.107735	-0.001538	0.052965	-0.036927	0.029058	Female	40	No	Yes	Employed	Suburban	Bachelor	1,671,170,400
27	Yes	Yes	Medium Speed	Expired	Two year	<80hrs	Disabled	30ef60d2-fa8f-42cf-bb28-89314a56092f	no_churn	0.010747	0	no_churn	-0.038999	-0.005085	0.012102	-0.059393	-0.03551	-0.125379	0.020081	-0.016844	Male	53	No	No	Unemployed	Urban	Bachelor	1,671,170,400
68	No	No phone service	Low Speed	Expired	Month-to-month	<50hrs	Active	209f0628-3973-45f8-9987-5501c1e9710d	churn	0.123602	0	no_churn	-0.199241	-0.010118	-0.015581	-0.033688	-0.05314	0.050688	-0.021343	0.023399	Male	63	No	Yes	Employed	Suburban	College	1,671,170,400
2	Yes	Yes	High Speed	Expired	Month-to-month	100hrs+	Disabled	176fbb27-9e2b-4f0c-86de-a591b52ebf29	churn	0.327421	1	churn	0.325173	-0.005462	0.098858	-0.002923	0.071569	0.155575	0.046366	-0.022016	Female	33	No	Yes	Employed	Suburban	College	1,671,170,400
41	Yes	No	High Speed	Expired	One year	<80hrs	Active	57cf18fb-3694-4c9a-9a5a-36d7839e9a5d	churn	0.219188	0	no_churn	-0.076358	-0.001567	-0.005567	-0.093755	0.000327	-0.068577	-0.028505	0.044976	Male	51	No	Yes	Employed	Suburban	High School or Below	1,671,170,400
65	Yes	No	High Speed	Phone_Support	Two year	100hrs+	Disabled	dd079d7a-f3ee-40a4-845e-519b8cbf6a36	no_churn	0.022141	0	no_churn	-0.066646	-0.001583	-0.003637	0.005553	-0.002456	-0.135473	0.058652	-0.033437	Male	32	No	No	Retired	Suburban	Bachelor	1,671,170,400
27	Yes	Yes	Medium Speed	Expired	Two year	<80hrs	Disabled	0f0f67dd-5cc2-489c-ad0f-771311f4fa54	no_churn	0.010747	0	no_churn	-0.038999	-0.005085	0.012102	-0.059393	-0.03551	-0.125379	0.020081	-0.016844	Male	73	No	No	Employed	Suburban	Bachelor	1,671,170,400
47	Yes	No	Fiber optic	Expired	Month-to-month	100hrs+	Disabled	7bce8ad7-b8ca-4496-801f-ab702e8a870b	no_churn	0.226255	0	no_churn	-0.109265	-0.005654	-0.086012	0.091976	-0.045317	0.013995	-0.002885	-0.012529	Male	80	No	No	Employed	Suburban	High School or Below	1,671,170,400
5	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	6ebe7902-e270-4880-951c-351aebe03ecd	churn	0.683005	1	churn	0.185782	-0.003329	0.096629	0.101907	0.050355	0.151435	-0.007437	0.019444	Male	43	No	No	Employed	Suburban	High School or Below	1,671,170,400
47	Yes	No	High Speed	Expired	Two year	0hrs	Disabled	edcbef1d-e3e8-4786-a830-06086bc7cd4f	no_churn	0.008336	0	no_churn	-0.038043	-0.003438	-0.011323	-0.095485	-0.005204	-0.092564	-0.009917	-0.013052	Female	40	Yes	Yes	Employed	Suburban	High School or Below	1,671,170,400
17	Yes	No	Low Speed	Expired	Month-to-month	0hrs	Disabled	cc5a16d9-c2c9-411d-88fa-09b629ad6c24	churn	0.400344	1	churn	0.036332	-0.006336	-0.016891	-0.18293	-0.056672	0.055007	-0.022052	-0.025484	Male	57	No	No	Employed	Urban	Bachelor	1,671,170,400
14	Yes	No	High Speed	Expired	Month-to-month	0hrs	Disabled	cd951cdb-14f6-454f-920d-179211fb901c	no_churn	0.124468	0	no_churn	-0.043274	-0.020806	-0.081455	-0.119036	0.008491	0.043541	-0.021721	-0.034766	Male	55	No	Yes	Employed	Urban	Bachelor	1,671,170,400
56	Yes	No	High Speed	Expired	Two year	100hrs+	Active	afa6827c-4eac-4733-aca3-dd6f85b5ad0d	churn	0.062275	0	no_churn	-0.037923	-0.004674	-0.01304	-0.029041	-0.100347	-0.102247	0.018005	0.030241	Male	57	No	No	Unemployed	Suburban	Bachelor	1,671,170,400
2	Yes	No	Fiber optic	Expired	Month-to-month	<80hrs	Active	6e688882-acd1-4c8d-9262-8de9f7b3868b	churn	0.633671	0	no_churn	0.125009	-0.011298	-0.016499	0.134791	-0.076627	0.060948	0.022684	-0.008034	Male	22	Yes	Yes	Employed	Suburban	High School or Below	1,671,170,400
71	No	No phone service	Low Speed	Expired	Two year	<80hrs	Active	6d09c1a9-d4f1-47e9-9908-6defc20ce6af	churn	0.011434	0	no_churn	-0.020792	0.076075	0.025217	-0.068855	0.038909	-0.107185	0.082624	0.04498	Female	37	Yes	No	Medical Leave	Suburban	Bachelor	1,671,170,400
59	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	b354a926-141d-4ad2-904d-cbe1eb0974ed	no_churn	0.226453	0	no_churn	-0.17954	-0.004666	0.040254	-0.00883	0.042692	0.065968	0.048566	0.049662	Male	60	No	No	Unemployed	Suburban	Bachelor	1,671,170,400

Subsets and Splits

No community queries yet

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