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
31	Yes	No	High Speed	Phone_Support	Two year	0hrs	Disabled	27c09271-2ca9-4f5a-92c4-f1601734c759	no_churn	0.007079	0	no_churn	-0.022455	-0.003727	-0.058253	-0.020396	0.001945	-0.105653	-0.023752	-0.036735	Male	43	No	Yes	Employed	Urban	College	1,672,120,800
1	Yes	No	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	19aa99b9-e11e-4492-a749-8c2601bfb532	churn	0.279047	0	no_churn	0.246409	-0.012075	-0.018046	-0.05183	0.030844	0.129298	-0.031416	-0.049345	Female	51	Yes	Yes	Employed	Suburban	Bachelor	1,672,120,800
9	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	f3c99347-ecb1-4c3f-bd25-b50a32577251	churn	0.677922	1	churn	0.008312	-0.006355	0.012914	0.120567	-0.011532	0.11827	-0.019765	-0.045725	Male	55	No	No	Employed	Urban	High School or Below	1,672,120,800
17	Yes	No	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	8dc2f227-f79d-4d6e-8276-00fb164800a8	no_churn	0.374674	0	no_churn	0.192528	-0.001512	-0.013957	0.046311	0.108596	0.142353	0.154201	0.061262	Male	36	No	Yes	Disabled	Suburban	Bachelor	1,672,120,800
64	Yes	No	Fiber optic	In_Store_Support	Month-to-month	<80hrs	Active	608ef667-5f97-4861-a445-beff4df6fc51	no_churn	0.092627	0	no_churn	-0.21074	-0.009477	-0.009057	-0.007673	-0.026415	0.022634	0.012782	0.018919	Male	71	No	No	Employed	Suburban	High School or Below	1,672,120,800
69	Yes	Yes	High Speed	In_Store_Support	Two year	100hrs+	Active	d7f58623-b853-469a-88d8-79abd4caa274	no_churn	0.072635	0	no_churn	-0.039248	-0.002931	0.011152	-0.049427	-0.089002	-0.138948	0.020192	0.029186	Female	47	No	No	Unemployed	Rural	College	1,672,120,800
9	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	7d80ffee-8637-4751-94ed-230d480e956c	churn	0.735638	1	churn	0.008312	-0.006355	0.012914	0.120567	-0.011532	0.11827	-0.019765	-0.045725	Female	26	No	No	Employed	Suburban	College	1,672,120,800
22	Yes	No	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	4cae1540-7fd4-4384-8240-0ca93450da20	no_churn	0.1688	0	no_churn	-0.07628	-0.006154	-0.069765	-0.045519	-0.017699	0.03931	-0.046578	-0.04634	Female	80	Yes	No	Employed	Suburban	Bachelor	1,672,120,800
34	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	2aa695ca-f3cf-4d65-a8aa-6ec67d45fbde	churn	0.41874	1	churn	-0.064265	-0.002039	0.004311	0.113956	0.064175	0.082727	0.001506	0.005234	Male	80	No	No	Employed	Suburban	Master	1,672,120,800
47	Yes	No	Medium Speed	Web_Chat_Support	One year	<50hrs	Active	cad5bdc2-8d3d-4566-8921-f8f2532aa51b	no_churn	0.166471	0	no_churn	-0.01569	-0.002057	0.006482	0.041829	0.078871	-0.060538	-0.017222	0.059298	Male	42	No	No	Unemployed	Suburban	College	1,672,120,800
63	No	No phone service	High Speed	Phone_Support	Two year	0hrs	Disabled	6714c3bc-e81c-42d4-980f-06095ad00bed	no_churn	0.00987	0	no_churn	-0.094813	0.008959	-0.000314	-0.014034	0.004937	-0.132728	-0.021444	-0.01959	Female	41	No	Yes	Unemployed	Suburban	College	1,672,120,800
1	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	45fdbf99-e158-4d9a-ac56-c9f774850379	no_churn	0.190682	0	no_churn	0.230857	-0.009169	-0.00129	-0.050086	-0.041234	0.114011	-0.036127	-0.006668	Male	46	No	Yes	Employed	Suburban	College	1,672,120,800
2	Yes	No	Fiber optic	In_Store_Support	Month-to-month	0hrs	Disabled	fbe33ccb-58bb-449a-93f0-6786ab2e6c96	churn	0.474406	1	churn	0.266097	-0.00606	-0.03215	0.106095	-0.029405	0.116026	-0.017565	-0.0257	Female	79	Yes	Yes	Employed	Urban	Bachelor	1,672,120,800
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	ffb1292a-e305-438c-8a96-5b9ecfdeb70e	churn	0.890885	1	churn	0.272089	-0.005932	-0.065563	-0.0016	0.089923	0.127658	0.002106	0.016654	Male	41	No	No	Employed	Suburban	College	1,672,120,800
40	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	004330c3-ecf2-4d92-b0ea-fd194f5548f6	no_churn	0.402113	0	no_churn	-0.11725	-0.01186	-0.012269	0.058869	0.021325	0.062271	-0.007176	-0.009106	Male	57	No	Yes	Unemployed	Rural	Bachelor	1,672,120,800
61	Yes	Yes	Fiber optic	Phone_Support	Two year	<50hrs	Active	92887d84-0ff2-459f-a286-fce04b4f3f7a	churn	0.185262	1	churn	-0.129323	-0.002227	0.015131	0.018946	0.00022	-0.105023	-0.012902	0.036152	Female	25	No	No	Employed	Suburban	College	1,672,120,800
40	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	60669547-153e-4fa4-b27e-9fb13ee80bbf	no_churn	0.114461	0	no_churn	-0.102534	-0.010347	-0.011473	-0.015992	-0.022919	0.041279	-0.022077	-0.024963	Male	36	No	Yes	Unemployed	Rural	Bachelor	1,672,120,800
57	Yes	Yes	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	0a5480c8-f3ad-4b27-851c-6295946c9b77	no_churn	0.061627	0	no_churn	-0.087087	-0.008995	-0.000999	-0.008585	-0.104083	0.009685	-0.034636	-0.024326	Female	25	Yes	No	Unemployed	Suburban	High School or Below	1,672,120,800
20	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	941e07d8-dc93-4121-a77c-3a3e692605fa	churn	0.460193	1	churn	0.020835	-0.002077	0.077119	0.163505	0.03512	0.120171	-0.019782	-0.015065	Female	68	No	No	Employed	Suburban	Bachelor	1,672,120,800
72	Yes	Yes	Fiber optic	In_Store_Support	Two year	100hrs+	Active	37829212-51d0-4f1b-843b-73a2266c817b	no_churn	0.006021	0	no_churn	-0.124609	-0.00326	0.010237	0.034016	-0.053497	-0.172884	0.015441	0.02553	Female	36	No	No	Employed	Urban	High School or Below	1,672,120,800
53	Yes	Yes	Medium Speed	In_Store_Support	Two year	<50hrs	Active	7c29fa0c-0542-4f4a-b495-b41be16fd693	no_churn	0.021594	0	no_churn	-0.084009	-0.002958	0.008973	-0.046427	-0.044155	-0.134228	0.023998	0.029779	Female	67	No	Yes	Unemployed	Suburban	Bachelor	1,672,120,800
19	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	727d383c-fccd-4636-9255-24ea7b4a7b2a	no_churn	0.625543	0	no_churn	0.148578	-0.005019	0.013181	0.071287	0.116865	0.122464	0.069509	0.053274	Male	51	Yes	Yes	Unemployed	Urban	College	1,672,120,800
23	Yes	Yes	High Speed	In_Store_Support	One year	100hrs+	Active	b1cab43b-9f27-4e68-9b3a-b61e1d8231dd	no_churn	0.112379	0	no_churn	-0.074519	-0.005532	0.015721	-0.033374	-0.145427	-0.043574	0.017018	0.023994	Male	52	No	No	Unemployed	Suburban	Bachelor	1,672,120,800
24	No	No phone service	Low Speed	In_Store_Support	Month-to-month	<80hrs	Active	227a8eb3-ce3d-4db8-8a8d-cb1023f26229	churn	0.407613	1	churn	-0.075928	0.076312	0.02149	0.033615	-0.083125	0.075021	-0.012583	0.026172	Female	52	No	Yes	Unemployed	Suburban	Bachelor	1,672,120,800
20	Yes	No	Low Speed	Phone_Support	Two year	0hrs	Disabled	60366143-2920-41bd-8791-b9d66013d131	no_churn	0.014758	0	no_churn	-0.027723	-0.006286	-0.021052	-0.035581	0.007731	-0.105714	-0.035042	-0.045359	Male	38	No	Yes	Employed	Suburban	Master	1,672,120,800
50	No	No phone service	High Speed	Web_Chat_Support	One year	0hrs	Disabled	4c06f1f4-497c-46f9-813b-cebf51c9ec21	no_churn	0.066001	0	no_churn	-0.006717	0.066977	0.020658	0.010292	0.062717	-0.041785	-0.013866	-0.017302	Female	41	No	No	Unemployed	Urban	Bachelor	1,672,120,800
19	No	No phone service	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	5230a9d8-53aa-4440-acb1-3816b76573ac	no_churn	0.153879	0	no_churn	-0.09723	0.026018	0.001589	-0.063663	-0.06395	0.044314	-0.046587	-0.069516	Male	52	No	No	Employed	Suburban	Bachelor	1,672,120,800
32	Yes	Yes	Fiber optic	Web_Chat_Support	One year	0hrs	Disabled	e71c4cd7-43fc-41bf-92a0-b149add02b3d	churn	0.103672	1	churn	0.245697	0.001455	0.034942	0.193066	0.135045	0.018032	0.023748	-0.001011	Female	72	Yes	No	Employed	Rural	High School or Below	1,672,120,800
64	Yes	No	High Speed	Phone_Support	Two year	0hrs	Disabled	8f9eb9d5-bd7c-4e4d-8b92-60a58287519a	no_churn	0.009432	0	no_churn	-0.058966	-0.00299	-0.012016	-0.01071	-0.018521	-0.113897	-0.021472	-0.028456	Female	24	Yes	No	Unemployed	Suburban	High School or Below	1,672,120,800
27	Yes	No	Medium Speed	In_Store_Support	Two year	0hrs	Disabled	8884b529-5128-465c-be72-0d4000d970ea	no_churn	0.016077	0	no_churn	-0.050507	-0.004145	-0.013587	-0.042161	-0.034254	-0.090986	-0.015986	-0.0174	Male	67	Yes	No	Unemployed	Urban	College	1,672,120,800
24	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	85549d7f-68e2-4710-a0d7-d42916226c1d	no_churn	0.080254	0	no_churn	-0.123278	-0.007921	-0.040774	-0.024149	-0.043598	0.029755	-0.032854	-0.026207	Female	75	No	Yes	Employed	Rural	Doctor	1,672,120,800
31	Yes	No	Medium Speed	Phone_Support	Two year	<80hrs	Active	0c955463-7d6b-47f9-a7df-99c2e3efd42e	no_churn	0.018956	0	no_churn	-0.025455	-0.000966	-0.051275	0.004681	0.075039	-0.166454	0.015815	0.069589	Male	66	No	No	Disabled	Suburban	Bachelor	1,672,120,800
24	No	No phone service	Low Speed	In_Store_Support	Month-to-month	<80hrs	Active	8decde64-9c26-47a9-9f70-122dfbf34ae4	churn	0.407613	1	churn	-0.075928	0.076312	0.02149	0.033615	-0.083125	0.075021	-0.012583	0.026172	Female	56	No	Yes	Employed	Urban	Bachelor	1,672,120,800
17	Yes	No	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	cff09cc4-68bc-4294-bfb6-07f21567df6c	no_churn	0.374674	0	no_churn	0.192528	-0.001512	-0.013957	0.046311	0.108596	0.142353	0.154201	0.061262	Female	42	No	Yes	Unemployed	Suburban	Doctor	1,672,120,800
4	No	No phone service	High Speed	Phone_Support	Month-to-month	100hrs+	Active	104cab0e-f7ce-4a6c-a4a9-b3871d9abcb6	no_churn	0.305079	0	no_churn	0.021079	-0.008361	-0.055135	-0.082452	0.070045	0.097573	-0.015764	0.002906	Female	38	Yes	No	Employed	Suburban	Master	1,672,120,800
20	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	07d33365-f0ab-4c98-b33a-a9ee2c729b15	churn	0.460193	1	churn	0.020835	-0.002077	0.077119	0.163505	0.03512	0.120171	-0.019782	-0.015065	Male	77	No	Yes	Employed	Rural	High School or Below	1,672,120,800
57	Yes	No	Low Speed	Phone_Support	One year	<50hrs	Active	4cf43886-9823-4f23-836a-4ad27819c611	churn	0.159245	1	churn	-0.052821	-0.001306	-0.075728	-0.01002	0.034415	-0.138156	0.056735	0.057855	Male	42	No	No	Employed	Suburban	Master	1,672,120,800
41	Yes	Yes	Medium Speed	Phone_Support	One year	100hrs+	Active	b3ca403e-2292-451e-b635-7e68a942bed5	no_churn	0.092337	0	no_churn	-0.05131	-0.001002	-0.042786	-0.056742	0.047143	-0.158832	0.050799	0.063704	Male	80	No	No	Employed	Rural	College	1,672,120,800
63	Yes	No	Medium Speed	In_Store_Support	Two year	0hrs	Disabled	959fc485-dd79-4a14-a6ed-e8b7ba9fe4c0	no_churn	0.015991	0	no_churn	-0.014508	-0.00242	-0.00305	-0.006976	-0.001984	-0.212514	-0.011353	-0.016221	Male	50	Yes	No	Employed	Urban	Bachelor	1,672,120,800
59	Yes	No	Fiber optic	Web_Chat_Support	Two year	<50hrs	Active	8e8ad319-40fc-4abe-81eb-b87a4cc255d6	no_churn	0.137542	0	no_churn	-0.05011	-0.001975	-0.047635	-0.025986	0.027075	-0.214496	0.05593	0.043171	Female	44	No	Yes	Employed	Urban	Bachelor	1,672,120,800
28	Yes	Yes	High Speed	Web_Chat_Support	One year	100hrs+	Active	014ebfce-dacb-4921-94d9-fb9e92a9f5ee	churn	0.321457	1	churn	0.019597	0.000301	0.097797	0.025257	0.145248	-0.029622	0.163318	0.118245	Male	38	No	No	Employed	Suburban	High School or Below	1,672,120,800
35	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<80hrs	Active	6001a441-a160-4fba-8ffd-a6f9eaf1c4c0	no_churn	0.371422	0	no_churn	-0.108653	-0.002293	0.06791	0.019176	0.031824	0.085285	-0.005842	0.006591	Male	41	No	No	Medical Leave	Suburban	College	1,672,120,800
3	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	fb37d642-0d46-464d-a5d4-48b492c846f1	no_churn	0.546463	0	no_churn	0.073795	-0.005501	-0.093446	0.04021	-0.0101	0.109595	-0.027131	0.037603	Female	75	Yes	No	Employed	Suburban	College	1,672,120,800
61	Yes	Yes	Fiber optic	Web_Chat_Support	One year	100hrs+	Active	05ea1234-9d62-4e58-84a3-4eaaae9b02fb	churn	0.227229	1	churn	-0.093947	-0.001579	0.052022	0.039073	0.058187	-0.005791	0.085938	0.067983	Female	46	No	Yes	Employed	Suburban	Bachelor	1,672,120,800
30	Yes	No	High Speed	Phone_Support	Month-to-month	<80hrs	Active	b0243fa5-9997-4e9a-8bd5-838bc5d44ab1	no_churn	0.114156	0	no_churn	0.014267	-0.002578	0.037834	0.008762	0.132239	0.099318	0.095557	0.095574	Male	42	No	No	Medical Leave	Rural	High School or Below	1,672,120,800
9	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	100hrs+	Active	a3f36a43-c305-4f47-b9a9-d7e963c6b2c8	churn	0.819298	1	churn	0.115761	-0.004368	0.146165	0.023788	0.10757	0.115228	0.101798	0.072949	Male	80	No	No	Employed	Rural	High School or Below	1,672,120,800
61	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	96e52221-76ee-40ea-a2d0-dd198ee67972	no_churn	0.091362	0	no_churn	-0.137635	-0.00263	0.02802	0.019106	0.04528	0.067046	-0.023354	-0.010858	Female	78	Yes	Yes	Employed	Urban	College	1,672,120,800
3	Yes	No	High Speed	Phone_Support	Month-to-month	0hrs	Disabled	622cd19e-408f-49ec-a663-5bd44c8fa446	no_churn	0.185209	0	no_churn	0.08727	-0.012275	-0.096188	-0.045743	0.015217	0.090362	-0.020635	-0.012085	Female	45	No	No	Unemployed	Suburban	Master	1,672,120,800
31	Yes	No	Medium Speed	Phone_Support	Two year	<80hrs	Active	8f4999eb-7915-4101-ac58-9c0d41942582	no_churn	0.018956	0	no_churn	-0.025455	-0.000966	-0.051275	0.004681	0.075039	-0.166454	0.015815	0.069589	Female	38	No	No	Unemployed	Urban	College	1,672,120,800
12	Yes	No	Medium Speed	Web_Chat_Support	One year	0hrs	Disabled	90a77e0d-08c1-4adb-9dec-02724e889bfe	no_churn	0.03965	0	no_churn	-0.039449	-0.007967	-0.010841	-0.04612	-0.001427	-0.063955	-0.0292	-0.047568	Male	66	No	Yes	Employed	Suburban	College	1,672,120,800
17	Yes	No	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	939ede5b-3545-4bf4-aa6e-e6968ea702b4	no_churn	0.374674	0	no_churn	0.192528	-0.001512	-0.013957	0.046311	0.108596	0.142353	0.154201	0.061262	Male	55	No	Yes	Employed	Urban	Master	1,672,120,800
17	Yes	No	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	a6d605c1-6f3a-4171-9832-08166ce79cc1	no_churn	0.374674	0	no_churn	0.192528	-0.001512	-0.013957	0.046311	0.108596	0.142353	0.154201	0.061262	Male	62	No	Yes	Unemployed	Suburban	Bachelor	1,672,120,800
26	Yes	Yes	Low Speed	In_Store_Support	One year	0hrs	Disabled	aa6240ce-8b7b-4001-ae46-f1d8dc8730e5	no_churn	0.021041	0	no_churn	-0.059341	-0.005703	0.012748	-0.051776	-0.027493	-0.090672	-0.016492	-0.022796	Male	49	Yes	Yes	Employed	Rural	Bachelor	1,672,120,800
61	Yes	Yes	Fiber optic	Web_Chat_Support	One year	<50hrs	Active	2f698eb6-d9ed-41f0-ae39-04ab2f4d89b4	no_churn	0.311134	0	no_churn	-0.123266	-0.002095	-0.026585	-0.040278	-0.049599	-0.068483	-0.001192	0.042473	Male	70	No	No	Employed	Suburban	College	1,672,120,800
49	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<80hrs	Active	16877dbf-48c4-43ee-924b-0281070efc7f	no_churn	0.354765	0	no_churn	-0.009263	-0.001673	0.0569	0.007134	0.115729	0.093581	0.068579	0.037926	Female	33	Yes	No	Employed	Suburban	High School or Below	1,672,120,800
56	Yes	Yes	High Speed	Phone_Support	One year	<50hrs	Active	cf7620d4-2cde-413a-8482-9487efa79a9f	no_churn	0.262272	0	no_churn	0.119123	-0.000549	0.100459	0.085697	0.125844	-0.053713	0.070077	0.045845	Female	60	No	Yes	Employed	Suburban	High School or Below	1,672,120,800
56	Yes	Yes	High Speed	Phone_Support	One year	<50hrs	Active	e952ba74-26eb-42d2-8473-4ce0c1b71001	no_churn	0.262272	0	no_churn	0.119123	-0.000549	0.100459	0.085697	0.125844	-0.053713	0.070077	0.045845	Male	63	No	Yes	Employed	Rural	College	1,672,120,800
62	Yes	No	Fiber optic	In_Store_Support	One year	100hrs+	Active	2741b66a-353a-4849-bbec-285dd93124f1	no_churn	0.144528	0	no_churn	-0.189459	-0.00328	-0.020052	0.018898	-0.028817	-0.057293	-0.011922	0.022899	Female	27	No	No	Disabled	Suburban	High School or Below	1,672,120,800
13	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	f6d21b7d-1f16-4f1c-8e83-63c139188002	churn	0.735922	1	churn	0.127034	-0.00524	-0.052953	0.0403	0.038946	0.126668	0.083648	0.058071	Male	54	No	No	Retired	Rural	Bachelor	1,672,120,800
23	Yes	Yes	High Speed	In_Store_Support	One year	100hrs+	Active	93af7ddf-fe7c-4371-816b-0d4cff4fb365	no_churn	0.112379	0	no_churn	-0.074519	-0.005532	0.015721	-0.033374	-0.145427	-0.043574	0.017018	0.023994	Female	39	Yes	No	Retired	Suburban	Bachelor	1,672,120,800
34	No	No phone service	Medium Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	daa962d1-6c0f-48d1-8a40-2832c3f1c17e	no_churn	0.176399	0	no_churn	-0.083606	-0.055165	-0.023042	-0.055195	-0.009684	0.051821	-0.031296	-0.042861	Female	50	No	Yes	Unemployed	Suburban	High School or Below	1,672,120,800
61	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	b9ade6f0-3057-4558-8380-04d1d7bf7ca9	no_churn	0.091362	0	no_churn	-0.137635	-0.00263	0.02802	0.019106	0.04528	0.067046	-0.023354	-0.010858	Female	45	No	Yes	Employed	Suburban	College	1,672,120,800
2	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	0053636a-63d2-4ca2-9517-7b1640291810	no_churn	0.177279	0	no_churn	0.179694	-0.015275	-0.013266	-0.050628	0.007986	0.110382	-0.014215	-0.017062	Female	40	No	Yes	Unemployed	Rural	Bachelor	1,672,120,800
71	Yes	Yes	Low Speed	Web_Chat_Support	Two year	0hrs	Disabled	b1f7044a-3940-42cd-98f8-7c5add0ff956	no_churn	0.00287	0	no_churn	-0.088546	-0.003852	-0.000792	-0.027589	0.003078	-0.108256	-0.016707	-0.026362	Female	80	No	Yes	Employed	Suburban	Bachelor	1,672,120,800
1	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	93111daa-c5eb-41c5-98c5-e5eabbd62f45	no_churn	0.190682	0	no_churn	0.230857	-0.009169	-0.00129	-0.050086	-0.041234	0.114011	-0.036127	-0.006668	Male	34	Yes	No	Employed	Suburban	Bachelor	1,672,120,800
58	Yes	Yes	High Speed	Phone_Support	Two year	0hrs	Disabled	b7e271e5-a366-460b-a4ba-3f41e0b6d978	no_churn	0.01524	0	no_churn	-0.049071	-0.003753	0.011006	-0.006445	0.020707	-0.167949	-0.034846	-0.038675	Male	49	No	Yes	Employed	Urban	Bachelor	1,672,120,800
1	Yes	No	Low Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	aadfa2dd-1d3c-4411-ac06-1b06e45f478d	no_churn	0.346404	0	no_churn	0.214698	-0.004688	0.000731	-0.105151	0.00444	0.113129	-0.05345	-0.061319	Male	47	Yes	Yes	Employed	Suburban	High School or Below	1,672,120,800
5	Yes	Yes	Medium Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	e5850b5a-73f2-402e-a89e-1760efad9180	no_churn	0.60392	0	no_churn	0.156716	-0.001607	0.001891	-0.032885	0.075247	0.146317	0.126605	0.079525	Male	21	Yes	Yes	Employed	Suburban	Bachelor	1,672,120,800
29	Yes	No	High Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	1b32818d-15e1-49e7-8507-9153459355ef	churn	0.427711	1	churn	-0.10879	-0.003287	-0.008912	-0.031423	0.032499	0.02915	0.054606	0.07525	Male	73	Yes	No	Unemployed	Urban	Master	1,672,120,800
54	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	<50hrs	Active	2c200b15-650a-4a74-9715-efcd19224e48	no_churn	0.22502	0	no_churn	-0.113938	-0.00308	0.024999	0.08074	0.013603	0.056179	0.009665	0.061735	Female	72	No	No	Employed	Suburban	High School or Below	1,672,120,800
5	Yes	No	Low Speed	Phone_Support	Month-to-month	0hrs	Disabled	9b6f5677-2c38-4b74-a82a-8fdd40522f66	no_churn	0.092364	0	no_churn	0.13856	-0.004215	-0.015113	-0.046239	0.057747	0.101414	-0.029596	-0.059099	Female	78	No	Yes	Employed	Suburban	Master	1,672,120,800
57	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	<50hrs	Active	d2a5c45a-e3b8-4135-93e6-1e41cb8b4ade	churn	0.407337	1	churn	0.02353	-0.000183	0.071026	0.131762	0.116854	0.076926	0.19369	0.077369	Male	30	No	Yes	Unemployed	Suburban	Bachelor	1,672,120,800
9	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	5cc69150-6a1b-438f-9327-c07fa2c4b87c	churn	0.735638	1	churn	0.008312	-0.006355	0.012914	0.120567	-0.011532	0.11827	-0.019765	-0.045725	Male	42	No	Yes	Employed	Suburban	Bachelor	1,672,120,800
61	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	5f3cb70e-67ff-4d8b-be84-27c4279bbe4a	no_churn	0.091362	0	no_churn	-0.137635	-0.00263	0.02802	0.019106	0.04528	0.067046	-0.023354	-0.010858	Female	73	Yes	No	Employed	Suburban	Master	1,672,120,800
72	Yes	Yes	High Speed	In_Store_Support	Two year	<80hrs	Active	6a69f3b9-8573-4c68-a92c-e8f6731d1d98	no_churn	0.005744	0	no_churn	-0.092892	-0.003678	0.006301	-0.011443	-0.042036	-0.128529	0.027604	0.026652	Male	80	No	No	Unemployed	Urban	College	1,672,120,800
57	Yes	No	Low Speed	Phone_Support	One year	<50hrs	Active	5bc11013-6a0f-497f-8664-425873fa538e	churn	0.159245	1	churn	-0.052821	-0.001306	-0.075728	-0.01002	0.034415	-0.138156	0.056735	0.057855	Male	54	No	No	Employed	Suburban	Bachelor	1,672,120,800
1	Yes	No	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	09245a7b-e4d8-4da0-b6ce-f6e7b217bf84	churn	0.76536	1	churn	0.303582	-0.006625	-0.032842	0.135235	0.072651	0.150208	-0.018065	-0.012272	Male	77	No	No	Employed	Suburban	Doctor	1,672,120,800
58	Yes	Yes	Fiber optic	In_Store_Support	One year	<80hrs	Active	d66db491-5b7b-4fc2-879c-46286da4f35e	no_churn	0.200432	0	no_churn	-0.11011	-0.005364	0.002569	0.081504	-0.019436	-0.028215	0.030752	0.059272	Female	25	Yes	Yes	Employed	Suburban	High School or Below	1,672,120,800
55	Yes	No	Low Speed	Phone_Support	One year	0hrs	Disabled	94d78b8b-b4ba-4bcd-adca-5afbb17b20fe	no_churn	0.037334	0	no_churn	-0.058376	-0.005183	-0.027201	-0.069689	0.015379	-0.058066	-0.037556	-0.028335	Female	75	No	No	Employed	Suburban	High School or Below	1,672,120,800
57	Yes	No	Low Speed	Phone_Support	One year	<50hrs	Active	45a57b91-421c-47d6-97e8-f9eb751cfe29	churn	0.159245	1	churn	-0.052821	-0.001306	-0.075728	-0.01002	0.034415	-0.138156	0.056735	0.057855	Male	51	No	No	Employed	Suburban	College	1,672,120,800
35	Yes	No	Low Speed	Web_Chat_Support	Two year	0hrs	Disabled	fc2bcbff-db12-4cfe-845e-600b2c0ef8fe	no_churn	0.00983	0	no_churn	-0.037608	-0.004373	-0.011097	-0.050806	0.016294	-0.114574	-0.027325	-0.039537	Male	53	No	No	Retired	Urban	Bachelor	1,672,120,800
61	Yes	Yes	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	75a18794-c394-4602-8eb7-7fe68d6e57e8	no_churn	0.091362	0	no_churn	-0.137635	-0.00263	0.02802	0.019106	0.04528	0.067046	-0.023354	-0.010858	Female	29	No	Yes	Employed	Suburban	High School or Below	1,672,120,800
1	Yes	No	High Speed	Web_Chat_Support	Month-to-month	0hrs	Disabled	102772e8-359f-441f-9d24-9583efa2bbe7	churn	0.589436	1	churn	0.246409	-0.012075	-0.018046	-0.05183	0.030844	0.129298	-0.031416	-0.049345	Female	55	No	No	Medical Leave	Suburban	Master	1,672,120,800
1	No	No phone service	Low Speed	In_Store_Support	Month-to-month	<80hrs	Active	1b6fddde-be8e-4017-ab97-49588feed72f	churn	0.687135	1	churn	0.272129	0.084874	0.026938	-0.054536	-0.036011	0.14962	0.117654	0.060306	Female	30	No	No	Employed	Rural	High School or Below	1,672,120,800
71	Yes	Yes	Low Speed	In_Store_Support	Two year	<50hrs	Active	f6129011-5ca7-4ce5-8db7-daccec87b38b	no_churn	0.015711	0	no_churn	-0.100175	-0.002332	0.006615	-0.013888	-0.043682	-0.157424	0.008252	0.033607	Male	34	Yes	Yes	Employed	Suburban	Bachelor	1,672,120,800
6	Yes	No	Low Speed	Web_Chat_Support	One year	0hrs	Disabled	51df3899-3c0f-4c4d-bd94-970d2d789c68	no_churn	0.028853	0	no_churn	0.013422	-0.008244	-0.005993	-0.018842	0.016615	-0.066812	-0.030857	-0.036982	Female	75	No	No	Employed	Suburban	High School or Below	1,672,120,800
69	Yes	Yes	Medium Speed	Phone_Support	One year	<50hrs	Active	14de617e-4dd4-4e05-b901-050f9f797c38	churn	0.165807	1	churn	0.000608	-0.000113	0.029431	-0.019167	0.065793	-0.096562	0.099018	0.081966	Female	47	No	No	Unemployed	Suburban	College	1,672,120,800
2	Yes	No	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	8ff6d705-9c27-402b-86c5-79e6b3e384ef	no_churn	0.338793	0	no_churn	0.21591	-0.008026	-0.000355	-0.029114	0.024904	0.118519	-0.019358	-0.031149	Male	74	No	Yes	Employed	Suburban	Bachelor	1,672,120,800
61	Yes	No	High Speed	Phone_Support	One year	<80hrs	Active	0e5d8035-1cac-435e-876f-47aea6a8782e	no_churn	0.080113	0	no_churn	-0.024413	-0.001329	-0.025777	-0.008101	0.067349	-0.098269	0.050099	0.061416	Male	59	No	Yes	Employed	Urban	College	1,672,120,800
12	Yes	No	Medium Speed	In_Store_Support	One year	0hrs	Disabled	9506f7f7-9826-4819-8a2a-e33cc3d23698	no_churn	0.037853	0	no_churn	-0.012759	-0.005568	-0.026362	-0.099046	-0.004392	-0.028816	-0.019112	-0.025396	Male	59	Yes	Yes	Unemployed	Rural	Master	1,672,120,800
38	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	75f64ca4-235d-47a6-8ff8-8d21740b4c17	churn	0.431234	1	churn	-0.038384	-0.008392	-0.020685	0.110752	0.004618	0.101454	-0.011607	0.009397	Female	50	Yes	Yes	Unemployed	Urban	Bachelor	1,672,120,800
71	Yes	Yes	High Speed	Web_Chat_Support	Two year	0hrs	Disabled	d33037d4-b70f-4b60-8baf-fdd4218b2df0	no_churn	0.002203	0	no_churn	-0.080753	-0.003509	0.006071	-0.010925	0.007978	-0.146652	-0.017508	-0.023728	Male	73	Yes	No	Employed	Suburban	College	1,672,120,800
72	No	No phone service	Low Speed	In_Store_Support	Two year	<50hrs	Active	2b3151dc-f2ab-4eea-9d23-49b2570a2b0f	no_churn	0.004375	0	no_churn	-0.107208	0.001627	-0.00543	-0.0152	-0.038777	-0.1394	0.015016	0.020346	Male	43	No	No	Employed	Urban	High School or Below	1,672,120,800
72	Yes	Yes	Medium Speed	In_Store_Support	Two year	0hrs	Disabled	7490b1d1-a685-4ad6-923d-33009c6345b1	no_churn	0.002202	0	no_churn	-0.06091	-0.003353	-0.013412	-0.023763	-0.013424	-0.128531	-0.011166	-0.014467	Male	47	Yes	Yes	Medical Leave	Suburban	College	1,672,120,800
27	Yes	No	Fiber optic	Web_Chat_Support	One year	0hrs	Disabled	daf17a54-cafa-474f-b14e-676750134ea8	no_churn	0.056274	0	no_churn	-0.078571	-0.003597	-0.024695	0.033261	0.002231	-0.145081	-0.025447	-0.027127	Female	36	Yes	Yes	Employed	Suburban	Bachelor	1,672,120,800
46	Yes	Yes	Fiber optic	Web_Chat_Support	Month-to-month	0hrs	Disabled	3510418a-36d4-45fd-8be6-3ff40706b07e	no_churn	0.289305	0	no_churn	-0.214908	-0.003644	0.043656	0.019836	0.005681	0.061382	-0.03211	-0.013606	Male	73	No	No	Unemployed	Urban	High School or Below	1,672,120,800
19	No	No phone service	High Speed	In_Store_Support	Month-to-month	0hrs	Disabled	760ed245-ec2d-4748-8532-8ff90dbdd8fa	no_churn	0.153879	0	no_churn	-0.09723	0.026018	0.001589	-0.063663	-0.06395	0.044314	-0.046587	-0.069516	Male	67	No	No	Employed	Suburban	Bachelor	1,672,120,800
2	Yes	No	Low Speed	In_Store_Support	Month-to-month	0hrs	Disabled	389df06e-7c6c-46f5-b4e3-f10a46ddb95f	no_churn	0.177279	0	no_churn	0.179694	-0.015275	-0.013266	-0.050628	0.007986	0.110382	-0.014215	-0.017062	Female	59	No	Yes	Unemployed	Suburban	Bachelor	1,672,120,800
45	Yes	Yes	Fiber optic	Phone_Support	Month-to-month	<50hrs	Active	bdfe12f3-7c5e-4203-8d6e-47c2f6e87f02	no_churn	0.347372	0	no_churn	-0.190763	-0.004446	0.049193	0.031427	0.034646	0.076211	0.044037	0.015549	Male	77	Yes	No	Unemployed	Urban	College	1,672,120,800
72	Yes	Yes	High Speed	In_Store_Support	Two year	<80hrs	Active	af114bff-9fdc-491d-af79-a9b432daff20	no_churn	0.005744	0	no_churn	-0.092892	-0.003678	0.006301	-0.011443	-0.042036	-0.128529	0.027604	0.026652	Male	63	No	No	Unemployed	Urban	Master	1,672,120,800

Subsets and Splits

No community queries yet

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