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
10	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	c84d1571-eafe-4935-b07a-1a2cef754cae	churn	0.596185	1	churn	0.091899	-0.004987	-0.023741	0.164174	0.045899	0.119718	-0.038699	-0.005558	Male	28	Yes	No	Unemployed	Rural	College	1,671,343,200
5	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	42700492-9775-4b81-8e74-0d061064f72a	no_churn	0.768388	0	no_churn	0.185782	-0.003329	0.096629	0.101907	0.050355	0.151435	-0.007437	0.019444	Male	51	Yes	No	Employed	Rural	High School or Below	1,671,343,200
35	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	d300b154-7910-4ec7-b19b-ce0da6b99c9c	churn	0.490975	1	churn	-0.051774	-0.004808	-0.056568	0.110153	0.010347	0.02496	0.003664	0.003375	Female	73	No	Yes	Unemployed	Suburban	Bachelor	1,671,343,200
26	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	04ccc64b-5b7d-48a3-9420-76c199d856f5	no_churn	0.472272	0	no_churn	-0.12524	-0.004352	-0.056179	0.077847	0.028471	0.064872	-0.037299	-0.024627	Male	28	No	Yes	Employed	Suburban	Master	1,671,343,200
43	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	562bcf3a-38c2-4fec-b24d-c7e84db36eb0	no_churn	0.354239	0	no_churn	-0.104973	-0.002841	0.013663	0.0601	0.030121	0.085734	-0.045485	-0.054534	Male	44	No	No	Disabled	Suburban	High School or Below	1,671,343,200
4	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	d02fb7de-28b3-4bd2-bac4-0d23c2af98e4	churn	0.792562	1	churn	0.168546	-0.003415	0.041361	0.150134	-0.023328	0.141803	-0.031479	-0.030816	Male	27	No	Yes	Employed	Urban	Bachelor	1,671,343,200
1	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	a78d27e2-b909-4f65-be2a-57ecdb6128f4	churn	0.866001	1	churn	0.279085	-0.006103	0.023676	0.165613	0.043398	0.157234	-0.021751	-0.028467	Female	54	No	No	Employed	Suburban	College	1,671,343,200
59	Yes	No	Fiber optic	Web_Chat_Support	One year	0hrs	Disabled	1fdfed2b-afb8-4f53-956c-61e010e69608	no_churn	0.061943	0	no_churn	-0.106957	-0.003593	-0.010647	0.019042	-0.002194	-0.096592	-0.026133	-0.021952	Male	67	No	Yes	Employed	Suburban	College	1,671,343,200
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	5ec1f50d-6bbf-4e6b-91e9-9f9b1fa94ee5	churn	0.848811	1	churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Male	48	Yes	Yes	Employed	Suburban	High School or Below	1,671,343,200
29	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	8b7f3ea8-f377-4f39-98aa-5d34cd118b0f	churn	0.373549	1	churn	-0.062592	-0.007967	-0.01199	0.12992	0.055456	0.096735	-0.036731	-0.020901	Male	57	No	Yes	Disabled	Suburban	Bachelor	1,671,343,200
17	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	f6151072-09f4-41d8-883c-6188a8845e00	churn	0.605644	1	churn	0.083975	-0.002869	-0.012624	0.031522	0.05483	0.129538	-0.011127	-0.026977	Female	33	No	Yes	Unemployed	Suburban	Master	1,671,343,200
2	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	46996d0f-edf2-4c8a-90c1-c78354df109b	churn	0.759622	1	churn	0.174174	-0.008033	-0.038621	0.132155	-0.019933	0.124624	-0.014465	-0.040643	Female	40	No	No	Employed	Suburban	High School or Below	1,671,343,200
8	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	1648f34e-b77b-4a73-90c8-25e0e9a9aaac	no_churn	0.491707	0	no_churn	0.093786	-0.007915	-0.02917	0.094142	0.022293	0.114676	-0.038575	-0.011364	Female	55	No	No	Employed	Suburban	Master	1,671,343,200
7	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	28c52ff0-149e-4fdb-bd31-51a83cc7cbd2	no_churn	0.343196	0	no_churn	0.103412	-0.001061	-0.044889	0.10416	0.014763	0.116637	-0.015948	-0.03727	Female	26	No	No	Disabled	Suburban	College	1,671,343,200
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	769df161-1430-4c99-a34f-05c4e0f89818	churn	0.874842	1	churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Female	55	No	No	Employed	Rural	Bachelor	1,671,343,200
1	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	aa98f6b2-fcfb-4e76-a2ad-4bcfd5017057	churn	0.845967	1	churn	0.279085	-0.006103	0.023676	0.165613	0.043398	0.157234	-0.021751	-0.028467	Female	54	No	No	Unemployed	Urban	Master	1,671,343,200
5	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	155a28a5-1730-4aa2-bb58-61599482a6fa	no_churn	0.552754	0	no_churn	0.09493	-0.005606	-0.075238	0.061633	0.011272	0.112655	-0.015544	-0.03558	Male	56	No	No	Employed	Rural	High School or Below	1,671,343,200
33	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	30c0acfe-2432-4335-9abc-0aeeb09ef494	churn	0.457505	1	churn	0.062688	-0.001059	0.104769	0.189686	0.129826	0.12189	0.013166	0.024568	Female	42	No	Yes	Employed	Suburban	Bachelor	1,671,343,200
9	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	d55597b0-bbe4-49fd-a9cc-b5f02f546009	churn	0.557666	1	churn	0.047111	-0.006663	-0.029302	0.099889	-0.013837	0.108065	-0.031034	-0.003728	Male	80	No	No	Employed	Suburban	Doctor	1,671,343,200
6	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	18600611-2a2e-4ad4-a759-a334bd12c114	no_churn	0.601591	0	no_churn	0.030578	-0.003541	0.020737	0.154612	-0.022964	0.121836	-0.032772	-0.042072	Female	76	No	No	Employed	Urban	Bachelor	1,671,343,200
26	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	66ff8f89-5f34-4601-81e4-4a51fe148735	no_churn	0.234028	0	no_churn	-0.12524	-0.004352	-0.056179	0.077847	0.028471	0.064872	-0.037299	-0.024627	Male	29	No	No	Unemployed	Suburban	College	1,671,343,200
9	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	63b3c373-e14f-4f79-96b9-08744fde8916	no_churn	0.545175	0	no_churn	0.047111	-0.006663	-0.029302	0.099889	-0.013837	0.108065	-0.031034	-0.003728	Male	24	No	No	Retired	Suburban	College	1,671,343,200
3	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	88c9cb4f-bd60-4d89-830e-36f2b03aa560	churn	0.474186	1	churn	0.115694	-0.007177	-0.084196	0.112574	-0.019021	0.113956	-0.021779	-0.03425	Female	31	No	No	Employed	Suburban	Bachelor	1,671,343,200
3	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	8bf56449-e1ac-4fdf-86b8-1ecd3ebb5a86	no_churn	0.407739	0	no_churn	0.115694	-0.007177	-0.084196	0.112574	-0.019021	0.113956	-0.021779	-0.03425	Female	20	No	Yes	Medical Leave	Suburban	College	1,671,343,200
14	Yes	No	Fiber optic	In_Store_Support	One year	<80hrs	Active	c8cf2117-581b-4b2a-a9d4-c7591c709620	churn	0.481595	1	churn	0.017971	-0.005003	0.013938	0.139712	0.007479	-0.025949	0.052887	0.088939	Male	44	No	No	Employed	Suburban	Master	1,671,343,200
65	Yes	No	Fiber optic	Phone_Support	Two year	<80hrs	Active	150a3188-0ed6-46e4-8b8b-9e81a497d0f9	no_churn	0.075163	0	no_churn	-0.125713	-0.001773	-0.022429	-0.016881	0.009058	-0.108325	0.00831	0.028727	Male	33	No	Yes	Employed	Suburban	Master	1,671,343,200
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	ae7443fa-ed9b-4660-a6b1-526004e2089b	churn	0.848811	1	churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Male	66	Yes	Yes	Employed	Suburban	Bachelor	1,671,343,200
72	No	No phone service	High Speed	Phone_Support	Two year	<80hrs	Active	fe5d3aa0-13bf-4834-927e-d0ab889b75a9	no_churn	0.004375	0	no_churn	-0.118882	0.003608	-0.009681	-0.006867	0.00576	-0.174076	0.025164	0.037286	Female	56	Yes	Yes	Employed	Urban	Bachelor	1,671,343,200
63	Yes	No	Medium Speed	Web_Chat_Support	Two year	0hrs	Disabled	b24fe128-c0bf-4ba3-8e9a-dde9fecdc896	no_churn	0.020365	0	no_churn	-0.049817	-0.002922	-0.007758	-0.018211	0.002708	-0.13358	-0.028019	-0.031427	Male	58	Yes	Yes	Unemployed	Rural	College	1,671,343,200
32	Yes	Yes	Medium Speed	In_Store_Support	One year	<50hrs	Active	4c1ebf39-f157-456a-a093-7522e4f29daf	no_churn	0.141317	0	no_churn	-0.079286	-0.002506	0.006906	-0.088544	-0.059809	-0.097622	0.027815	0.034019	Male	20	Yes	Yes	Employed	Urban	College	1,671,343,200
14	Yes	No	Low Speed	In_Store_Support	Two year	<50hrs	Active	4065d610-8bbb-4386-98e7-f67b401ed82d	no_churn	0.010648	0	no_churn	0.002761	-0.004342	-0.01423	-0.030383	-0.062481	-0.170502	0.038837	0.041314	Male	36	No	Yes	Unemployed	Suburban	Bachelor	1,671,343,200
69	Yes	No	High Speed	Phone_Support	Two year	0hrs	Disabled	1375cd90-2489-476f-8121-b59fc90b10ca	no_churn	0.005955	0	no_churn	-0.057608	-0.003558	-0.021153	-0.018399	0.002759	-0.127644	-0.018272	-0.025151	Male	59	Yes	No	Disabled	Suburban	College	1,671,343,200
35	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	a432bf42-0a59-45f2-b6f6-fbb817a7b38d	churn	0.490975	1	churn	-0.051774	-0.004808	-0.056568	0.110153	0.010347	0.02496	0.003664	0.003375	Female	48	Yes	No	Employed	Suburban	Bachelor	1,671,343,200
56	Yes	Yes	High Speed	Phone_Support	Two year	100hrs+	Active	95b2e496-2603-4f6e-b50c-24495a4a4c9b	no_churn	0.016668	0	no_churn	0.006358	-0.000713	-0.056168	-0.017149	0.08821	-0.103444	0.040025	0.058856	Female	58	No	Yes	Employed	Suburban	College	1,671,343,200
67	Yes	Yes	High Speed	In_Store_Support	One year	<80hrs	Active	d3c38369-1c67-421a-92a6-b3bb656e0157	no_churn	0.219142	0	no_churn	-0.095354	-0.00318	0.00705	-0.010114	-0.054865	-0.058073	0.01682	0.038689	Female	78	Yes	Yes	Disabled	Suburban	High School or Below	1,671,343,200
1	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	6682fe2d-f900-407f-996b-47d656157d37	churn	0.866001	1	churn	0.279085	-0.006103	0.023676	0.165613	0.043398	0.157234	-0.021751	-0.028467	Male	31	Yes	Yes	Unemployed	Rural	Bachelor	1,671,343,200
30	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	b5d51059-a80f-44e8-b130-394e802cf45b	churn	0.575599	1	churn	-0.168997	-0.003759	-0.045792	-0.08079	0.032659	0.044025	-0.035103	0.059897	Female	62	Yes	No	Unemployed	Suburban	Master	1,671,343,200
7	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	10e61544-3978-46fe-901b-9a592f1786d4	churn	0.864276	1	churn	0.08416	-0.000614	0.110814	0.047668	0.1379	0.133521	0.086385	0.121141	Female	59	Yes	No	Employed	Rural	Bachelor	1,671,343,200
68	No	No phone service	Low Speed	Phone_Support	Two year	100hrs+	Active	b6aa3e6a-0f44-459f-be8c-dada18feaabe	churn	0.026529	0	no_churn	-0.122756	-0.01042	-0.019366	-0.00231	0.019316	-0.17554	0.027306	0.044743	Male	77	No	No	Retired	Rural	College	1,671,343,200
35	Yes	Yes	Low Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	1a267e51-19e7-4e53-9212-e1787a02d9c1	churn	0.612032	1	churn	-0.083466	-0.002295	0.110602	0.121865	0.078944	0.114353	0.07687	0.106005	Female	33	No	No	Medical Leave	Suburban	College	1,671,343,200
10	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	ca34a56f-b879-45af-bb84-3e1b8c4c17c0	churn	0.728551	1	churn	0.045115	-0.004309	0.01049	0.152923	0.010003	0.129236	-0.046359	-0.044426	Male	45	No	Yes	Retired	Rural	High School or Below	1,671,343,200
35	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	8f119672-6140-4ccd-bfcb-91ec1bf96981	churn	0.490975	1	churn	-0.051774	-0.004808	-0.056568	0.110153	0.010347	0.02496	0.003664	0.003375	Male	21	No	No	Employed	Suburban	High School or Below	1,671,343,200
27	Yes	No	High Speed	In_Store_Support	One year	0hrs	Disabled	35678561-4483-434f-be8b-2fa876212a37	no_churn	0.036226	0	no_churn	-0.065417	-0.005162	-0.025089	-0.028537	-0.029959	-0.071002	-0.020804	-0.023057	Male	71	No	No	Unemployed	Suburban	Master	1,671,343,200
27	Yes	No	Low Speed	In_Store_Support	One year	<80hrs	Active	52164b7a-7751-4534-934d-b9f81815a104	no_churn	0.104538	0	no_churn	-0.088247	-0.009782	-0.016687	-0.026816	-0.072224	-0.097436	0.01346	0.038705	Female	24	No	Yes	Employed	Suburban	High School or Below	1,671,343,200
34	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	d9dd1a5d-d079-46e5-a033-93b232b2174c	churn	0.302851	1	churn	0.001427	-0.001635	-0.011011	0.130791	0.023286	0.044821	0.000826	0.014201	Female	42	Yes	Yes	Employed	Suburban	Master	1,671,343,200
71	Yes	Yes	Medium Speed	In_Store_Support	Two year	0hrs	Disabled	76e8054b-8377-4b15-a9c3-213339f63ac8	no_churn	0.003962	0	no_churn	-0.058453	-0.00337	-0.013227	-0.031635	-0.012488	-0.125123	-0.010111	-0.014619	Female	45	No	No	Unemployed	Rural	Bachelor	1,671,343,200
38	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	e1bb3f00-4894-46e0-a40a-2d73e886427a	no_churn	0.367018	0	no_churn	-0.158945	-0.005162	-0.105857	0.04073	-0.05178	0.057543	-0.00383	-0.041725	Male	28	No	Yes	Medical Leave	Suburban	Master	1,671,343,200
22	No	No phone service	High Speed	Phone_Support	Two year	<50hrs	Active	f18caff1-c1a4-46cf-b0d2-fad75a610a62	no_churn	0.02923	0	no_churn	0.03025	-0.005658	-0.007316	0.023732	0.079861	-0.191613	0.079575	0.062142	Female	51	Yes	Yes	Employed	Rural	Bachelor	1,671,343,200
59	Yes	No	Fiber optic	Web_Chat_Support	One year	0hrs	Disabled	ba11788d-c5f0-4c06-ae4f-5620f76e6c32	no_churn	0.061943	0	no_churn	-0.106957	-0.003593	-0.010647	0.019042	-0.002194	-0.096592	-0.026133	-0.021952	Male	64	No	No	Employed	Urban	High School or Below	1,671,343,200
14	Yes	No	Fiber optic	In_Store_Support	One year	<80hrs	Active	dc6d26ab-f927-472b-bf51-7a0e21c81337	churn	0.481595	1	churn	0.017971	-0.005003	0.013938	0.139712	0.007479	-0.025949	0.052887	0.088939	Female	28	No	Yes	Employed	Suburban	Master	1,671,343,200
56	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	ca4b275c-cb52-4445-a07c-0cc7d91a36c0	no_churn	0.487666	0	no_churn	-0.021718	-0.001103	0.04611	0.110327	0.080101	0.055536	0.114173	0.047548	Male	80	No	Yes	Employed	Suburban	Doctor	1,671,343,200
14	Yes	No	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	9be6f8a7-ef9d-4f4f-b3f4-61c58372ed0d	churn	0.522925	1	churn	0.006569	-0.003572	-0.072579	0.008631	0.102851	0.09724	-0.003552	0.09579	Female	31	No	Yes	Employed	Suburban	College	1,671,343,200
1	Yes	No	Low Speed	Phone_Support	Month-to-month	0hrs	Disabled	0e915b64-5578-4bca-9543-5e248093667e	churn	0.510258	0	no_churn	0.214698	-0.004688	0.000731	-0.105151	0.00444	0.113129	-0.05345	-0.061319	Female	64	No	Yes	Employed	Suburban	Bachelor	1,671,343,200
71	Yes	Yes	High Speed	In_Store_Support	Two year	0hrs	Disabled	0b3ed46b-d8b2-400a-bd97-5e92289f72e4	no_churn	0.002468	0	no_churn	-0.072373	-0.003802	-0.00555	-0.026751	-0.026511	-0.108295	-0.011516	-0.014228	Male	27	No	No	Disabled	Urban	Bachelor	1,671,343,200
8	Yes	No	Low Speed	Phone_Support	Month-to-month	0hrs	Disabled	a9b0ceaf-ccf1-4416-a334-10c07e37c53e	no_churn	0.243733	0	no_churn	0.017089	-0.011454	-0.026559	-0.134057	0.023193	0.043788	-0.053568	-0.069958	Female	60	Yes	Yes	Employed	Suburban	College	1,671,343,200
5	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	c1618870-df6d-457c-b28a-90d5c743a20f	no_churn	0.552754	0	no_churn	0.09493	-0.005606	-0.075238	0.061633	0.011272	0.112655	-0.015544	-0.03558	Female	40	No	No	Disabled	Urban	College	1,671,343,200
53	No	No phone service	High Speed	In_Store_Support	Month-to-month	<80hrs	Active	8bc972fe-a01d-476c-9c36-44a2f312332d	no_churn	0.134205	0	no_churn	-0.061677	0.098619	0.029652	0.017125	-0.006746	0.077754	0.162971	0.073275	Female	66	No	No	Unemployed	Suburban	High School or Below	1,671,343,200
12	Yes	Yes	High Speed	Web_Chat_Support	One year	0hrs	Disabled	1f71ba2a-8e1b-4abf-a335-e8c231ee85e1	no_churn	0.041577	0	no_churn	0.029538	-0.004357	0.02019	-0.001792	0.003893	-0.180006	-0.033057	-0.058436	Male	72	Yes	Yes	Employed	Suburban	High School or Below	1,671,343,200
6	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	05fd9c13-5dcf-46af-b73f-0ad96a31cec1	no_churn	0.601591	0	no_churn	0.030578	-0.003541	0.020737	0.154612	-0.022964	0.121836	-0.032772	-0.042072	Male	37	Yes	Yes	Employed	Suburban	High School or Below	1,671,343,200
35	Yes	Yes	Low Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	7e21b6b5-06af-4250-aadc-5d1376d904f7	churn	0.612032	1	churn	-0.083466	-0.002295	0.110602	0.121865	0.078944	0.114353	0.07687	0.106005	Male	46	No	Yes	Employed	Suburban	Bachelor	1,671,343,200
71	Yes	Yes	High Speed	Phone_Support	Two year	100hrs+	Active	ce3d37c2-bcb5-43ec-b60b-a83ec29bb0d3	no_churn	0.004543	0	no_churn	-0.11389	-0.002714	0.001059	-0.049495	0.033472	-0.221916	0.041581	0.050876	Female	48	Yes	Yes	Unemployed	Urban	High School or Below	1,671,343,200
7	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	8bc73f30-76a9-4c90-b64a-3cc373856942	no_churn	0.343196	0	no_churn	0.103412	-0.001061	-0.044889	0.10416	0.014763	0.116637	-0.015948	-0.03727	Female	20	No	No	Medical Leave	Suburban	Bachelor	1,671,343,200
56	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	6013cb31-7333-4f05-90b6-57951dd90887	no_churn	0.487666	0	no_churn	-0.021718	-0.001103	0.04611	0.110327	0.080101	0.055536	0.114173	0.047548	Male	67	Yes	No	Unemployed	Suburban	College	1,671,343,200
2	Yes	No	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	e38a259e-f1e5-4f74-b037-aa3e5cd992b8	no_churn	0.347262	0	no_churn	0.104913	-0.015461	-0.035994	-0.066998	-0.029568	0.090901	-0.052234	-0.068178	Female	21	No	Yes	Unemployed	Rural	Master	1,671,343,200
21	Yes	No	High Speed	In_Store_Support	Two year	0hrs	Disabled	3e6b7ba8-e4eb-4caf-b196-8cfba6ecbb4a	no_churn	0.019735	0	no_churn	0.010552	-0.002652	-0.015999	-0.003634	-0.000829	-0.228626	-0.014408	-0.01343	Female	38	Yes	Yes	Employed	Suburban	College	1,671,343,200
1	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	b9ad7cab-13c6-4331-9534-7226904b54c1	churn	0.845967	1	churn	0.279085	-0.006103	0.023676	0.165613	0.043398	0.157234	-0.021751	-0.028467	Female	40	No	Yes	Employed	Suburban	Bachelor	1,671,343,200
72	No	No phone service	High Speed	In_Store_Support	Two year	0hrs	Disabled	f8956ba1-fc39-44ea-adbc-06b716940bb6	no_churn	0.012554	0	no_churn	-0.079434	0.004591	-0.003499	-0.01804	-0.028265	-0.121278	-0.010996	-0.012105	Female	54	Yes	No	Unemployed	Suburban	College	1,671,343,200
49	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	bc77bf6a-d437-4f26-af13-31842f8aa2ce	no_churn	0.286159	0	no_churn	-0.076812	-0.001174	0.055951	0.02363	0.040605	0.114176	0.017626	0.026469	Male	54	No	No	Disabled	Suburban	Doctor	1,671,343,200
35	Yes	No	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	c4de70b9-5d71-4987-9189-9d2050e874fb	churn	0.182552	1	churn	-0.126871	-0.010185	-0.043543	-0.094836	0.020128	0.033463	-0.017915	-0.025936	Male	34	No	No	Employed	Rural	High School or Below	1,671,343,200
15	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	d0f07a96-fe18-4e32-8ac4-0db2d7a2dcb2	churn	0.571438	1	churn	0.098763	-0.003275	-0.034186	0.073063	0.025705	0.121385	-0.003919	-0.031794	Female	62	No	Yes	Employed	Rural	High School or Below	1,671,343,200
8	Yes	No	Low Speed	Web_Chat_Support	Two year	0hrs	Disabled	0de3e41f-00d4-4374-9081-1b84172d777f	no_churn	0.008134	0	no_churn	0.009852	-0.008211	-0.015727	-0.043524	0.014233	-0.151783	-0.033853	-0.040013	Male	28	No	Yes	Employed	Suburban	College	1,671,343,200
5	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	0ef7bddb-a92b-4006-b384-9f0bb33122d9	no_churn	0.111564	0	no_churn	0.049937	-0.013795	-0.045202	-0.00365	-0.092594	0.06246	-0.035469	-0.029173	Female	36	No	No	Employed	Urban	College	1,671,343,200
49	Yes	No	Fiber optic	In_Store_Support	One year	100hrs+	Active	9efb50ef-7e67-4df2-94ff-c8668884e5cd	no_churn	0.210896	0	no_churn	-0.130761	-0.00323	-0.095219	0.042494	-0.053695	-0.050978	0.028261	0.044102	Male	44	Yes	Yes	Medical Leave	Suburban	Master	1,671,343,200
4	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	f83c8223-5fa1-4b39-9656-31be4ef268b4	churn	0.662159	1	churn	0.1714	-0.003215	-0.058145	0.073441	0.048309	0.133829	0.010699	0.050413	Female	36	No	No	Unemployed	Suburban	Bachelor	1,671,343,200
14	Yes	No	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	4d9a9639-0cde-4356-8d08-aa9105f72775	churn	0.522925	1	churn	0.006569	-0.003572	-0.072579	0.008631	0.102851	0.09724	-0.003552	0.09579	Male	45	No	No	Employed	Suburban	Bachelor	1,671,343,200
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	aeb6b2bf-b78c-4615-af76-ba56b3b575fb	churn	0.821653	1	churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Male	70	No	No	Employed	Suburban	Master	1,671,343,200
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	c9a1f471-77da-4970-b22a-989d2c987c41	churn	0.821653	1	churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Female	20	No	No	Employed	Suburban	Master	1,671,343,200
72	Yes	Yes	High Speed	Phone_Support	Two year	<50hrs	Active	b29462ee-7378-4a7b-a815-fcfe065d01de	no_churn	0.010934	0	no_churn	-0.136293	-0.002254	0.005525	0.000384	0.023249	-0.229037	0.026686	0.042714	Female	42	No	No	Employed	Urban	Bachelor	1,671,343,200
43	Yes	Yes	Fiber optic	Phone_Support	Month-to-month	0hrs	Disabled	768aa66b-fb9a-4440-b2aa-2a1eb84b6a8e	no_churn	0.399598	0	no_churn	-0.104973	-0.002841	0.013663	0.0601	0.030121	0.085734	-0.045485	-0.054534	Female	66	No	No	Unemployed	Suburban	College	1,671,343,200
15	Yes	Yes	Medium Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	e2fe4888-f219-4267-85f0-1d1c359ad4db	no_churn	0.594387	0	no_churn	0.082692	-0.000909	0.001943	-0.111665	0.100394	0.126767	0.111224	0.100528	Male	28	No	Yes	Unemployed	Suburban	High School or Below	1,671,343,200
17	Yes	Yes	High Speed	Phone_Support	One year	0hrs	Disabled	10698116-a719-4483-9a19-78c146e50658	no_churn	0.054763	0	no_churn	0.086151	-0.003341	0.031356	0.008487	0.023917	-0.23339	-0.035943	-0.056264	Male	45	No	No	Employed	Rural	Bachelor	1,671,343,200
49	Yes	Yes	Low Speed	In_Store_Support	One year	<80hrs	Active	302f5830-1abd-4a7e-8521-5c562931d6af	no_churn	0.268695	0	no_churn	-0.063759	-0.01562	0.006564	-0.092833	-0.039617	-0.103726	0.01286	0.047105	Female	39	No	Yes	Employed	Rural	High School or Below	1,671,343,200
1	No	No phone service	High Speed	Phone_Support	Month-to-month	<50hrs	Active	09e3b31e-c589-4f42-8aed-611f5854c0de	no_churn	0.696204	0	no_churn	0.171774	0.059765	-0.015713	-0.04874	-0.036044	0.138407	-0.074195	-0.001779	Male	51	No	No	Employed	Suburban	High School or Below	1,671,343,200
2	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	1410dd0f-1783-4d4d-aa89-637c67148467	churn	0.777513	1	churn	0.274869	-0.005113	0.060597	0.076422	0.046247	0.136682	0.066766	0.074503	Male	42	No	Yes	Retired	Urban	High School or Below	1,671,343,200
5	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	6b5af128-9a26-4fb5-9cb9-571ca5802f83	no_churn	0.168585	0	no_churn	0.049937	-0.013795	-0.045202	-0.00365	-0.092594	0.06246	-0.035469	-0.029173	Male	63	No	No	Employed	Suburban	Master	1,671,343,200
30	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	c95aa88d-ed25-4017-8f53-b4ca340952d2	no_churn	0.168123	0	no_churn	0.072442	-0.01467	-0.037415	-0.07052	0.060746	0.090977	-0.00698	0.004717	Female	29	No	Yes	Employed	Urban	High School or Below	1,671,343,200
16	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	288aa392-3dce-48b8-9c4d-05d56ac2b77e	churn	0.142337	1	churn	0.103155	-0.004815	-0.026793	0.025393	-0.062838	0.09609	-0.012781	-0.023744	Female	35	No	Yes	Employed	Suburban	College	1,671,343,200
23	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	3d622e66-cecb-4f8f-b298-043d83f18d4d	no_churn	0.288358	0	no_churn	-0.189144	-0.009724	-0.116661	0.043	-0.004063	0.047558	-0.026026	-0.013966	Male	25	No	No	Employed	Suburban	Master	1,671,343,200
8	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	c756d45a-0e0b-47a4-a96b-7e5496fe4428	no_churn	0.491707	0	no_churn	0.093786	-0.007915	-0.02917	0.094142	0.022293	0.114676	-0.038575	-0.011364	Female	64	No	Yes	Employed	Urban	College	1,671,343,200
1	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	0b1e1ccf-a1da-4270-8a69-b828dca1057a	no_churn	0.358426	0	no_churn	0.230857	-0.009169	-0.00129	-0.050086	-0.041234	0.114011	-0.036127	-0.006668	Female	30	Yes	No	Unemployed	Urban	College	1,671,343,200
2	Yes	No	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	03024b02-5b96-4c22-a745-9eed46ecbcf0	churn	0.330462	1	churn	0.104913	-0.015461	-0.035994	-0.066998	-0.029568	0.090901	-0.052234	-0.068178	Female	39	No	Yes	Employed	Rural	Bachelor	1,671,343,200
3	Yes	Yes	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	ea55c55a-4728-46e0-b471-e8fb0e9a8fcd	churn	0.495278	1	churn	0.065264	-0.010272	-0.031141	-0.110485	-0.147547	0.055669	-0.047543	-0.038972	Male	65	No	No	Unemployed	Rural	Bachelor	1,671,343,200
1	Yes	No	Medium Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	c0d863c6-9cbf-48a6-a092-a9e979eb0313	churn	0.305014	1	churn	0.157282	-0.007505	-0.046051	-0.163503	-0.019224	0.092608	-0.045897	-0.059226	Female	44	No	Yes	Employed	Rural	College	1,671,343,200
12	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	261b0910-0063-435f-a398-227487891331	churn	0.70797	1	churn	0.02548	-0.002215	0.102443	-0.003895	0.03161	0.114669	0.009265	0.03559	Female	44	No	Yes	Unemployed	Rural	High School or Below	1,671,343,200
2	Yes	No	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	0aec3ee7-4072-414c-8a72-2da5312afe96	churn	0.330462	1	churn	0.104913	-0.015461	-0.035994	-0.066998	-0.029568	0.090901	-0.052234	-0.068178	Female	33	No	No	Employed	Suburban	High School or Below	1,671,343,200
68	Yes	Yes	Low Speed	Phone_Support	Two year	100hrs+	Active	c59e080d-36e6-4a41-bf39-1458ec288fc6	no_churn	0.022837	0	no_churn	-0.084803	-0.001002	0.015877	0.013552	-0.033985	-0.231337	0.051249	0.069757	Male	50	Yes	Yes	Employed	Suburban	High School or Below	1,671,343,200
4	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	632dd932-4049-4120-a1bb-715413c896ed	churn	0.315468	1	churn	0.127494	-0.008182	0.000709	-0.063779	0.036799	0.088141	-0.031509	-0.005999	Male	77	No	No	Unemployed	Suburban	Master	1,671,343,200
26	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	3fd9a295-9928-4f77-9bd8-e5d8a39a3dd7	no_churn	0.472272	0	no_churn	-0.12524	-0.004352	-0.056179	0.077847	0.028471	0.064872	-0.037299	-0.024627	Female	64	No	Yes	Employed	Suburban	High School or Below	1,671,343,200
3	Yes	No	High Speed	Web_Chat_Support	Month-to-month	100hrs+	Active	e2e76c49-57a0-45e1-bfb9-8c0f10ad7684	no_churn	0.523626	0	no_churn	-0.07451	-0.008221	-0.072062	-0.135331	-0.028461	0.049515	-0.004666	0.02471	Male	49	Yes	No	Employed	Suburban	High School or Below	1,671,343,200
13	Yes	No	Medium Speed	Phone_Support	Two year	0hrs	Disabled	e17e12bd-e9be-48bf-bd74-333c2672be5d	no_churn	0.010162	0	no_churn	-0.018804	-0.006178	-0.010269	-0.052354	0.011594	-0.115474	-0.033118	-0.044422	Female	69	No	No	Employed	Urban	High School or Below	1,671,343,200

Subsets and Splits

No community queries yet

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