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R Software Module

rwasp_pairs.wasp

Title produced by software

Kendall tau Correlation Matrix

Date of computation

Tue, 13 Dec 2011 11:15:27 -0500

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/13/t132379294090as601xzlo12um.htm/, Retrieved Thu, 02 May 2024 22:05:26 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=154481, Retrieved Thu, 02 May 2024 22:05:26 +0000

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Estimated Impact

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-     [Kendall tau Correlation Matrix] [] [2010-12-05 17:44:33] [b98453cac15ba1066b407e146608df68]
- RMPD    [Kendall tau Correlation Matrix] [PCM] [2011-12-13 16:15:27] [8aedcf735e397266388b06f47fe45218] [Current]

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7	0.27	0.36	20.7	0.045	45	170	1.001	3	0.45	8.8	6
6.3	0.3	0.34	1.6	0.049	14	132	0.994	3.3	0.49	9.5	6
8.1	0.28	0.4	6.9	0.05	30	97	0.9951	3.26	0.44	10.1	6
7.2	0.23	0.32	8.5	0.058	47	186	0.9956	3.19	0.4	9.9	6
7.2	0.23	0.32	8.5	0.058	47	186	0.9956	3.19	0.4	9.9	6
8.1	0.28	0.4	6.9	0.05	30	97	0.9951	3.26	0.44	10.1	6
6.2	0.32	0.16	7	0.045	30	136	0.9949	3.18	0.47	9.6	6
7	0.27	0.36	20.7	0.045	45	170	1.001	3	0.45	8.8	6
6.3	0.3	0.34	1.6	0.049	14	132	0.994	3.3	0.49	9.5	6
8.1	0.22	0.43	1.5	0.044	28	129	0.9938	3.22	0.45	11	6
8.1	0.27	0.41	1.45	0.033	11	63	0.9908	2.99	0.56	12	5
8.6	0.23	0.4	4.2	0.035	17	109	0.9947	3.14	0.53	9.7	5
7.9	0.18	0.37	1.2	0.04	16	75	0.992	3.18	0.63	10.8	5
6.6	0.16	0.4	1.5	0.044	48	143	0.9912	3.54	0.52	12.4	7
8.3	0.42	0.62	19.25	0.04	41	172	1.0002	2.98	0.67	9.7	5
6.6	0.17	0.38	1.5	0.032	28	112	0.9914	3.25	0.55	11.4	7
6.3	0.48	0.04	1.1	0.046	30	99	0.9928	3.24	0.36	9.6	6
6.2	0.66	0.48	1.2	0.029	29	75	0.9892	3.33	0.39	12.8	8
7.4	0.34	0.42	1.1	0.033	17	171	0.9917	3.12	0.53	11.3	6
6.5	0.31	0.14	7.5	0.044	34	133	0.9955	3.22	0.5	9.5	5
6.2	0.66	0.48	1.2	0.029	29	75	0.9892	3.33	0.39	12.8	8
6.4	0.31	0.38	2.9	0.038	19	102	0.9912	3.17	0.35	11	7
6.8	0.26	0.42	1.7	0.049	41	122	0.993	3.47	0.48	10.5	8
7.6	0.67	0.14	1.5	0.074	25	168	0.9937	3.05	0.51	9.3	5
6.6	0.27	0.41	1.3	0.052	16	142	0.9951	3.42	0.47	10	6
7	0.25	0.32	9	0.046	56	245	0.9955	3.25	0.5	10.4	6
6.9	0.24	0.35	1	0.052	35	146	0.993	3.45	0.44	10	6
7	0.28	0.39	8.7	0.051	32	141	0.9961	3.38	0.53	10.5	6
7.4	0.27	0.48	1.1	0.047	17	132	0.9914	3.19	0.49	11.6	6
7.2	0.32	0.36	2	0.033	37	114	0.9906	3.1	0.71	12.3	7
8.5	0.24	0.39	10.4	0.044	20	142	0.9974	3.2	0.53	10	6
8.3	0.14	0.34	1.1	0.042	7	47	0.9934	3.47	0.4	10.2	6
7.4	0.25	0.36	2.05	0.05	31	100	0.992	3.19	0.44	10.8	6
6.2	0.12	0.34	1.5	0.045	43	117	0.9939	3.42	0.51	9	6
5.8	0.27	0.2	14.95	0.044	22	179	0.9962	3.37	0.37	10.2	5
7.3	0.28	0.43	1.7	0.08	21	123	0.9905	3.19	0.42	12.8	5
6.5	0.39	0.23	5.4	0.051	25	149	0.9934	3.24	0.35	10	5
7	0.33	0.32	1.2	0.053	38	138	0.9906	3.13	0.28	11.2	6
7.3	0.24	0.39	17.95	0.057	45	149	0.9999	3.21	0.36	8.6	5
7.3	0.24	0.39	17.95	0.057	45	149	0.9999	3.21	0.36	8.6	5
6.7	0.23	0.39	2.5	0.172	63	158	0.9937	3.11	0.36	9.4	6
6.7	0.24	0.39	2.9	0.173	63	157	0.9937	3.1	0.34	9.4	6
7	0.31	0.26	7.4	0.069	28	160	0.9954	3.13	0.46	9.8	6
6.6	0.24	0.27	1.4	0.057	33	152	0.9934	3.22	0.56	9.5	6
6.7	0.23	0.26	1.4	0.06	33	154	0.9934	3.24	0.56	9.5	6
7.4	0.18	0.31	1.4	0.058	38	167	0.9931	3.16	0.53	10	7
6.2	0.45	0.26	4.4	0.063	63	206	0.994	3.27	0.52	9.8	4
6.2	0.46	0.25	4.4	0.066	62	207	0.9939	3.25	0.52	9.8	5
7	0.31	0.26	7.4	0.069	28	160	0.9954	3.13	0.46	9.8	6
6.9	0.19	0.35	5	0.067	32	150	0.995	3.36	0.48	9.8	5
7.2	0.19	0.31	1.6	0.062	31	173	0.9917	3.35	0.44	11.7	6
6.6	0.25	0.29	1.1	0.068	39	124	0.9914	3.34	0.58	11	7
6.2	0.16	0.33	1.1	0.057	21	82	0.991	3.32	0.46	10.9	7
6.4	0.18	0.35	1	0.045	39	108	0.9911	3.31	0.35	10.9	6
6.8	0.2	0.59	0.9	0.147	38	132	0.993	3.05	0.38	9.1	6
6.9	0.25	0.35	1.3	0.039	29	191	0.9908	3.13	0.52	11	6
7.2	0.21	0.34	11.9	0.043	37	213	0.9962	3.09	0.5	9.6	6
6	0.19	0.26	12.4	0.048	50	147	0.9972	3.3	0.36	8.9	6
6.6	0.38	0.15	4.6	0.044	25	78	0.9931	3.11	0.38	10.2	6
7.4	0.2	0.36	1.2	0.038	44	111	0.9926	3.36	0.34	9.9	6
6.8	0.22	0.24	4.9	0.092	30	123	0.9951	3.03	0.46	8.6	6
6	0.19	0.26	12.4	0.048	50	147	0.9972	3.3	0.36	8.9	6
7	0.47	0.07	1.1	0.035	17	151	0.991	3.02	0.34	10.5	5
6.6	0.38	0.15	4.6	0.044	25	78	0.9931	3.11	0.38	10.2	6
7.2	0.24	0.27	1.4	0.038	31	122	0.9927	3.15	0.46	10.3	6
6.2	0.35	0.03	1.2	0.064	29	120	0.9934	3.22	0.54	9.1	5
6.4	0.26	0.24	6.4	0.04	27	124	0.9903	3.22	0.49	12.6	7
6.7	0.25	0.13	1.2	0.041	81	174	0.992	3.14	0.42	9.8	5
6.7	0.23	0.31	2.1	0.046	30	96	0.9926	3.33	0.64	10.7	8
7.4	0.24	0.29	10.1	0.05	21	105	0.9962	3.13	0.35	9.5	5
6.2	0.27	0.43	7.8	0.056	48	244	0.9956	3.1	0.51	9	6
6.8	0.3	0.23	4.6	0.061	50.5	238.5	0.9958	3.32	0.6	9.5	5
6	0.27	0.28	4.8	0.063	31	201	0.9964	3.69	0.71	10	5
8.6	0.23	0.46	1	0.054	9	72	0.9941	2.95	0.49	9.1	6
6.7	0.23	0.31	2.1	0.046	30	96	0.9926	3.33	0.64	10.7	8
7.4	0.24	0.29	10.1	0.05	21	105	0.9962	3.13	0.35	9.5	5
7.1	0.18	0.36	1.4	0.043	31	87	0.9898	3.26	0.37	12.7	7
7	0.32	0.34	1.3	0.042	20	69	0.9912	3.31	0.65	12	7
7.4	0.18	0.3	8.8	0.064	26	103	0.9961	2.94	0.56	9.3	5
6.7	0.54	0.28	5.4	0.06	21	105	0.9949	3.27	0.37	9	5
6.8	0.22	0.31	1.4	0.053	34	114	0.9929	3.39	0.77	10.6	6
7.1	0.2	0.34	16	0.05	51	166	0.9985	3.21	0.6	9.2	6
7.1	0.34	0.2	6.1	0.063	47	164	0.9946	3.17	0.42	10	5
7.3	0.22	0.3	8.2	0.047	42	207	0.9966	3.33	0.46	9.5	6
7.1	0.43	0.61	11.8	0.045	54	155	0.9974	3.11	0.45	8.7	5
7.1	0.44	0.62	11.8	0.044	52	152	0.9975	3.12	0.46	8.7	6
7.2	0.39	0.63	11	0.044	55	156	0.9974	3.09	0.44	8.7	6
6.8	0.25	0.31	13.3	0.05	69	202	0.9972	3.22	0.48	9.7	6
7.1	0.43	0.61	11.8	0.045	54	155	0.9974	3.11	0.45	8.7	5
7.1	0.44	0.62	11.8	0.044	52	152	0.9975	3.12	0.46	8.7	6
7.2	0.39	0.63	11	0.044	55	156	0.9974	3.09	0.44	8.7	6
6.1	0.27	0.43	7.5	0.049	65	243	0.9957	3.12	0.47	9	5
6.9	0.24	0.33	1.7	0.035	47	136	0.99	3.26	0.4	12.6	7
6.9	0.21	0.33	1.8	0.034	48	136	0.9899	3.25	0.41	12.6	7
7.5	0.17	0.32	1.7	0.04	51	148	0.9916	3.21	0.44	11.5	7
7.1	0.26	0.29	12.4	0.044	62	240	0.9969	3.04	0.42	9.2	6
6	0.34	0.66	15.9	0.046	26	164	0.9979	3.14	0.5	8.8	6
8.6	0.265	0.36	1.2	0.034	15	80	0.9913	2.95	0.36	11.4	7
9.8	0.36	0.46	10.5	0.038	4	83	0.9956	2.89	0.3	10.1	4
6	0.34	0.66	15.9	0.046	26	164	0.9979	3.14	0.5	8.8	6
7.4	0.25	0.37	13.5	0.06	52	192	0.9975	3	0.44	9.1	5
7.1	0.12	0.32	9.6	0.054	64	162	0.9962	3.4	0.41	9.4	5
6	0.21	0.24	12.1	0.05	55	164	0.997	3.34	0.39	9.4	5
7.5	0.305	0.4	18.9	0.059	44	170	1	2.99	0.46	9	5
7.4	0.25	0.37	13.5	0.06	52	192	0.9975	3	0.44	9.1	5
7.3	0.13	0.32	14.4	0.051	34	109	0.9974	3.2	0.35	9.2	6
7.1	0.12	0.32	9.6	0.054	64	162	0.9962	3.4	0.41	9.4	5
7.1	0.23	0.35	16.5	0.04	60	171	0.999	3.16	0.59	9.1	6
7.1	0.23	0.35	16.5	0.04	60	171	0.999	3.16	0.59	9.1	6
6.9	0.33	0.28	1.3	0.051	37	187	0.9927	3.27	0.6	10.3	5
6.5	0.17	0.54	8.5	0.082	64	163	0.9959	2.89	0.39	8.8	6
7.2	0.27	0.46	18.75	0.052	45	255	1	3.04	0.52	8.9	5
7.2	0.31	0.5	13.3	0.056	68	195	0.9982	3.01	0.47	9.2	5
6.7	0.41	0.34	9.2	0.049	29	150	0.9968	3.22	0.51	9.1	5
6.7	0.41	0.34	9.2	0.049	29	150	0.9968	3.22	0.51	9.1	5
5.5	0.485	0	1.5	0.065	8	103	0.994	3.63	0.4	9.7	4
6	0.31	0.24	3.3	0.041	25	143	0.9914	3.31	0.44	11.3	6
7	0.14	0.4	1.7	0.035	16	85	0.9911	3.19	0.42	11.8	6
7.2	0.31	0.5	13.3	0.056	68	195	0.9982	3.01	0.47	9.2	5
7.3	0.32	0.48	13.3	0.06	57	196	0.9982	3.04	0.5	9.2	5
5.9	0.36	0.04	5.7	0.046	21	87	0.9934	3.22	0.51	10.2	5
7.8	0.24	0.32	12.2	0.054	42	138	0.9984	3.01	0.54	8.8	5
7.4	0.16	0.31	6.85	0.059	31	131	0.9952	3.29	0.34	9.7	5
6.9	0.19	0.28	5	0.058	14	146	0.9952	3.29	0.36	9.1	6
6.4	0.13	0.47	1.6	0.092	40	158	0.9928	3.21	0.36	9.8	6
6.7	0.19	0.36	1.1	0.026	63	143	0.9912	3.27	0.48	11	6
7.4	0.39	0.23	7	0.033	29	126	0.994	3.14	0.42	10.5	5
6.5	0.24	0.32	7.6	0.038	48	203	0.9958	3.45	0.54	9.7	7
6.1	0.3	0.56	2.8	0.044	47	179	0.9924	3.3	0.57	10.9	7
6.1	0.3	0.56	2.7	0.046	46	184	0.9924	3.31	0.57	10.9	6
5.7	0.26	0.25	10.4	0.02	7	57	0.994	3.39	0.37	10.6	5
6.5	0.24	0.32	7.6	0.038	48	203	0.9958	3.45	0.54	9.7	7
6.5	0.425	0.4	13.1	0.038	59	241	0.9979	3.23	0.57	9	5
6.6	0.24	0.27	15.8	0.035	46	188	0.9982	3.24	0.51	9.2	5
6.8	0.27	0.22	8.1	0.034	55	203	0.9961	3.19	0.52	8.9	5
6.7	0.27	0.31	15.7	0.036	44	179	0.9979	3.26	0.56	9.6	5
8.2	0.23	0.4	1.2	0.027	36	121	0.992	3.12	0.38	10.7	6
7.1	0.37	0.67	10.5	0.045	49	155	0.9975	3.16	0.44	8.7	5
6.8	0.19	0.36	1.9	0.035	30	96	0.9917	3.15	0.54	10.8	7
8.1	0.28	0.39	1.9	0.029	18	79	0.9923	3.23	0.52	11.8	6
6.3	0.31	0.34	2.2	0.045	20	77	0.9927	3.3	0.43	10.2	5
7.1	0.37	0.67	10.5	0.045	49	155	0.9975	3.16	0.44	8.7	5
7.9	0.21	0.4	1.2	0.039	38	107	0.992	3.21	0.54	10.8	6
8.5	0.21	0.41	4.3	0.036	24	99	0.9947	3.18	0.53	9.7	6
8.1	0.2	0.4	2	0.037	19	87	0.9921	3.12	0.54	11.2	6
6.3	0.255	0.37	1.1	0.04	37	114	0.9905	3	0.39	10.9	6
5.6	0.16	0.27	1.4	0.044	53	168	0.9918	3.28	0.37	10.1	6
6.4	0.595	0.14	5.2	0.058	15	97	0.9951	3.38	0.36	9	4
6.3	0.34	0.33	4.6	0.034	19	80	0.9917	3.38	0.58	12	7
6.9	0.25	0.3	4.1	0.054	23	116	0.994	2.99	0.38	9.4	6
7.9	0.22	0.38	8	0.043	46	152	0.9934	3.12	0.32	11.5	7
7.6	0.18	0.46	10.2	0.055	58	135	0.9968	3.14	0.43	9.9	6
6.9	0.25	0.3	4.1	0.054	23	116	0.994	2.99	0.38	9.4	6
7.2	0.18	0.41	1.2	0.048	41	97	0.9919	3.14	0.45	10.4	5
8.2	0.23	0.4	7.5	0.049	12	76	0.9966	3.06	0.84	9.7	6
7.4	0.24	0.42	14	0.066	48	198	0.9979	2.89	0.42	8.9	6
7.4	0.24	0.42	14	0.066	48	198	0.9979	2.89	0.42	8.9	6
6.1	0.32	0.24	1.5	0.036	38	124	0.9898	3.29	0.42	12.4	7
5.2	0.44	0.04	1.4	0.036	43	119	0.9894	3.36	0.33	12.1	8
5.2	0.44	0.04	1.4	0.036	43	119	0.9894	3.36	0.33	12.1	8
6.1	0.32	0.24	1.5	0.036	38	124	0.9898	3.29	0.42	12.4	7
6.4	0.22	0.56	14.5	0.055	27	159	0.998	2.98	0.4	9.1	5
6.3	0.36	0.3	4.8	0.049	14	85	0.9932	3.28	0.39	10.6	5
7.4	0.24	0.42	14	0.066	48	198	0.9979	2.89	0.42	8.9	6
6.7	0.24	0.35	13.1	0.05	64	205	0.997	3.15	0.5	9.5	5
7	0.23	0.36	13	0.051	72	177	0.9972	3.16	0.49	9.8	5
8.4	0.27	0.46	8.7	0.048	39	197	0.9974	3.14	0.59	9.6	6
6.7	0.46	0.18	2.4	0.034	25	98	0.9896	3.08	0.44	12.6	7
7.5	0.29	0.31	8.95	0.055	20	151	0.9968	3.08	0.54	9.3	5
9.8	0.42	0.48	9.85	0.034	5	110	0.9958	2.87	0.29	10	5
7.1	0.3	0.46	1.5	0.066	29	133	0.9906	3.12	0.54	12.7	6
7.9	0.19	0.45	1.5	0.045	17	96	0.9917	3.13	0.39	11	6
7.6	0.48	0.37	0.8	0.037	4	100	0.9902	3.03	0.39	11.4	4
6.3	0.22	0.43	4.55	0.038	31	130	0.9918	3.35	0.33	11.5	7
7.5	0.27	0.31	17.7	0.051	33	173	0.999	3.09	0.64	10.2	5
6.9	0.23	0.4	7.5	0.04	50	151	0.9927	3.11	0.27	11.4	6
7.2	0.32	0.47	5.1	0.044	19	65	0.991	3.03	0.41	12.6	4
5.9	0.23	0.3	12.9	0.054	57	170	0.9972	3.28	0.39	9.4	5
6	0.67	0.07	1.2	0.06	9	108	0.9931	3.11	0.35	8.7	4
6.4	0.25	0.32	5.5	0.049	41	176	0.995	3.19	0.68	9.2	6
6.4	0.33	0.31	5.5	0.048	42	173	0.9951	3.19	0.66	9.3	6
7.1	0.34	0.15	1.2	0.053	61	183	0.9936	3.09	0.43	9.2	5
6.8	0.28	0.4	22	0.048	48	167	1.001	2.93	0.5	8.7	5
6.9	0.27	0.4	14	0.05	64	227	0.9979	3.18	0.58	9.6	6
6.8	0.26	0.56	11.9	0.043	64	226	0.997	3.02	0.63	9.3	5
6.8	0.29	0.56	11.9	0.043	66	230	0.9972	3.02	0.63	9.3	5
6.7	0.24	0.41	9.4	0.04	49	166	0.9954	3.12	0.61	9.9	6
5.9	0.3	0.23	4.2	0.038	42	119	0.9924	3.15	0.5	11	5
6.8	0.53	0.35	3.8	0.034	26	109	0.9906	3.26	0.57	12.7	8
6.5	0.28	0.28	8.5	0.047	54	210	0.9962	3.09	0.54	8.9	4
6.6	0.28	0.28	8.5	0.052	55	211	0.9962	3.09	0.55	8.9	6
6.8	0.28	0.4	22	0.048	48	167	1.001	2.93	0.5	8.7	5
6.8	0.28	0.36	8	0.045	28	123	0.9928	3.02	0.37	11.4	6
6.6	0.15	0.34	5.1	0.055	34	125	0.9942	3.36	0.42	9.6	5
6.4	0.29	0.44	3.6	0.2	75	181	0.9942	3.02	0.41	9.1	5
6.4	0.3	0.45	3.5	0.197	76	180	0.9942	3.02	0.39	9.1	6
6.4	0.29	0.44	3.6	0.197	75	183	0.9942	3.01	0.38	9.1	5
6.8	0.26	0.24	7.8	0.052	54	214	0.9961	3.13	0.47	8.9	5
7.1	0.32	0.24	13.1	0.05	52	204	0.998	3.1	0.49	8.8	5
6.8	0.26	0.24	7.8	0.052	54	214	0.9961	3.13	0.47	8.9	5
6.8	0.27	0.26	16.1	0.049	55	196	0.9984	3.15	0.5	9.3	5
7.1	0.32	0.24	13.1	0.05	52	204	0.998	3.1	0.49	8.8	5
6.9	0.54	0.32	13.2	0.05	53	236	0.9973	3.2	0.5	9.6	5
6.8	0.26	0.34	13.9	0.034	39	134	0.9949	3.33	0.53	12	6
5.8	0.28	0.35	2.3	0.053	36	114	0.9924	3.28	0.5	10.2	4
6.4	0.21	0.5	11.6	0.042	45	153	0.9972	3.15	0.43	8.8	5
7	0.16	0.32	8.3	0.045	38	126	0.9958	3.21	0.34	9.2	5
10.2	0.44	0.88	6.2	0.049	20	124	0.9968	2.99	0.51	9.9	4
6.8	0.57	0.29	2.2	0.04	15	77	0.9938	3.32	0.74	10.2	5
6.1	0.4	0.31	0.9	0.048	23	170	0.993	3.22	0.77	9.5	6
5.6	0.245	0.25	9.7	0.032	12	68	0.994	3.31	0.34	10.5	5
6.8	0.18	0.38	1.4	0.038	35	111	0.9918	3.32	0.59	11.2	7
7	0.16	0.32	8.3	0.045	38	126	0.9958	3.21	0.34	9.2	5
6.7	0.13	0.29	5.3	0.051	31	122	0.9944	3.44	0.37	9.7	6
6.2	0.25	0.25	1.4	0.03	35	105	0.9912	3.3	0.44	11.1	7
5.8	0.26	0.24	9.2	0.044	55	152	0.9961	3.31	0.38	9.4	5
7.5	0.27	0.36	7	0.036	45	164	0.9939	3.03	0.33	11	5
5.8	0.26	0.24	9.2	0.044	55	152	0.9961	3.31	0.38	9.4	5
5.7	0.28	0.24	17.5	0.044	60	167	0.9989	3.31	0.44	9.4	5
7.5	0.23	0.36	7	0.036	43	161	0.9938	3.04	0.32	11	5
7.5	0.27	0.36	7	0.036	45	164	0.9939	3.03	0.33	11	5
7.2	0.685	0.21	9.5	0.07	33	172	0.9971	3	0.55	9.1	6
6.2	0.25	0.25	1.4	0.03	35	105	0.9912	3.3	0.44	11.1	7
6.5	0.19	0.3	0.8	0.043	33	144	0.9936	3.42	0.39	9.1	6
6.3	0.495	0.22	1.8	0.046	31	140	0.9929	3.39	0.54	10.4	6
7.1	0.24	0.41	17.8	0.046	39	145	0.9998	3.32	0.39	8.7	5
6.4	0.17	0.32	2.4	0.048	41	200	0.9938	3.5	0.5	9.7	6
7.1	0.25	0.32	10.3	0.041	66	272	0.9969	3.17	0.52	9.1	6
6.4	0.17	0.32	2.4	0.048	41	200	0.9938	3.5	0.5	9.7	6
7.1	0.24	0.41	17.8	0.046	39	145	0.9998	3.32	0.39	8.7	5
6.8	0.64	0.08	9.7	0.062	26	142	0.9972	3.37	0.46	8.9	4
8.3	0.28	0.4	7.8	0.041	38	194	0.9976	3.34	0.51	9.6	6
8.2	0.27	0.39	7.8	0.039	49	208	0.9976	3.31	0.51	9.5	6
7.2	0.23	0.38	14.3	0.058	55	194	0.9979	3.09	0.44	9	6
7.2	0.23	0.38	14.3	0.058	55	194	0.9979	3.09	0.44	9	6
7.2	0.23	0.38	14.3	0.058	55	194	0.9979	3.09	0.44	9	6
7.2	0.23	0.38	14.3	0.058	55	194	0.9979	3.09	0.44	9	6
6.8	0.52	0.32	13.2	0.044	54	221	0.9972	3.27	0.5	9.6	6
7	0.26	0.59	1.4	0.037	40	120	0.9918	3.34	0.41	11.1	7
6.2	0.25	0.21	15.55	0.039	28	159	0.9982	3.48	0.64	9.6	6
7.3	0.32	0.23	13.7	0.05	49	197	0.9985	3.2	0.46	8.7	5
7.7	0.31	0.26	7.8	0.031	23	90	0.9944	3.13	0.5	10.4	5
7.1	0.21	0.37	2.4	0.026	23	100	0.9903	3.15	0.38	11.4	7
6.8	0.24	0.34	2.7	0.047	64.5	218.5	0.9934	3.3	0.58	9.7	6
6.9	0.4	0.56	11.2	0.043	40	142	0.9975	3.14	0.46	8.7	5
6.1	0.18	0.36	2	0.038	20	249.5	0.9923	3.37	0.79	11.3	6
6.8	0.21	0.27	2.1	0.03	26	139	0.99	3.16	0.61	12.6	7
5.8	0.2	0.27	1.4	0.031	12	77	0.9905	3.25	0.36	10.9	7
5.6	0.19	0.26	1.4	0.03	12	76	0.9905	3.25	0.37	10.9	7
6.1	0.41	0.14	10.4	0.037	18	119	0.996	3.38	0.45	10	5
5.9	0.21	0.28	4.6	0.053	40	199	0.9964	3.72	0.7	10	4
8.5	0.26	0.21	16.2	0.074	41	197	0.998	3.02	0.5	9.8	3
6.9	0.4	0.56	11.2	0.043	40	142	0.9975	3.14	0.46	8.7	5
5.8	0.24	0.44	3.5	0.029	5	109	0.9913	3.53	0.43	11.7	3
5.8	0.24	0.39	1.5	0.054	37	158	0.9932	3.21	0.52	9.3	6
6.7	0.26	0.39	1.1	0.04	45	147	0.9935	3.32	0.58	9.6	8
6.3	0.35	0.3	5.7	0.035	8	97	0.9927	3.27	0.41	11	7
6.3	0.35	0.3	5.7	0.035	8	97	0.9927	3.27	0.41	11	7
6.4	0.23	0.39	1.8	0.032	23	118	0.9912	3.32	0.5	11.8	6
5.8	0.36	0.38	0.9	0.037	3	75	0.9904	3.28	0.34	11.4	4
6.9	0.115	0.35	5.4	0.048	36	108	0.9939	3.32	0.42	10.2	6
6.9	0.29	0.4	19.45	0.043	36	156	0.9996	2.93	0.47	8.9	5
6.9	0.28	0.4	8.2	0.036	15	95	0.9944	3.17	0.33	10.2	5
7.2	0.29	0.4	13.6	0.045	66	231	0.9977	3.08	0.59	9.6	6
6.2	0.24	0.35	1.2	0.038	22	167	0.9912	3.1	0.48	10.6	6
6.9	0.29	0.4	19.45	0.043	36	156	0.9996	2.93	0.47	8.9	5
6.9	0.32	0.26	8.3	0.053	32	180	0.9965	3.25	0.51	9.2	6
5.3	0.58	0.07	6.9	0.043	34	149	0.9944	3.34	0.57	9.7	5
5.3	0.585	0.07	7.1	0.044	34	145	0.9945	3.34	0.57	9.7	6
5.4	0.59	0.07	7	0.045	36	147	0.9944	3.34	0.57	9.7	6
6.9	0.32	0.26	8.3	0.053	32	180	0.9965	3.25	0.51	9.2	6
5.2	0.6	0.07	7	0.044	33	147	0.9944	3.33	0.58	9.7	5
5.8	0.25	0.26	13.1	0.051	44	148	0.9972	3.29	0.38	9.3	5
6.6	0.58	0.3	5.1	0.057	30	123	0.9949	3.24	0.38	9	5
7	0.29	0.54	10.7	0.046	59	234	0.9966	3.05	0.61	9.5	5
6.6	0.19	0.41	8.9	0.046	51	169	0.9954	3.14	0.57	9.8	6
6.7	0.2	0.41	9.1	0.044	50	166	0.9954	3.14	0.58	9.8	6
7.7	0.26	0.4	1.1	0.042	9	60	0.9915	2.89	0.5	10.6	5
6.8	0.32	0.34	1.2	0.044	14	67	0.9919	3.05	0.47	10.6	4
7	0.3	0.49	4.7	0.036	17	105	0.9916	3.26	0.68	12.4	7
7	0.24	0.36	2.8	0.034	22	112	0.99	3.19	0.38	12.6	8
6.1	0.31	0.58	5	0.039	36	114	0.9909	3.3	0.6	12.3	8
6.8	0.44	0.37	5.1	0.047	46	201	0.9938	3.08	0.65	10.5	4
6.7	0.34	0.3	15.6	0.054	51	196	0.9982	3.19	0.49	9.3	5
7.1	0.35	0.24	15.4	0.055	46	198	0.9988	3.12	0.49	8.8	5
7.3	0.32	0.25	7.2	0.056	47	180	0.9961	3.08	0.47	8.8	5
6.5	0.28	0.33	15.7	0.053	51	190	0.9978	3.22	0.51	9.7	6
7.2	0.23	0.39	14.2	0.058	49	192	0.9979	2.98	0.48	9	7
7.2	0.23	0.39	14.2	0.058	49	192	0.9979	2.98	0.48	9	7
7.2	0.23	0.39	14.2	0.058	49	192	0.9979	2.98	0.48	9	7
7.2	0.23	0.39	14.2	0.058	49	192	0.9979	2.98	0.48	9	7
5.9	0.15	0.31	5.8	0.041	53	155	0.9945	3.52	0.46	10.5	6
7.4	0.28	0.42	19.8	0.066	53	195	1	2.96	0.44	9.1	5
6.2	0.28	0.22	7.3	0.041	26	157	0.9957	3.44	0.64	9.8	7
9.1	0.59	0.38	1.6	0.066	34	182	0.9968	3.23	0.38	8.5	3
6.3	0.33	0.27	1.2	0.046	34	175	0.9934	3.37	0.54	9.4	6
8.3	0.39	0.7	10.6	0.045	33	169	0.9976	3.09	0.57	9.4	5
7.2	0.19	0.46	3.8	0.041	82	187	0.9932	3.19	0.6	11.2	7

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	7 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 7 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154481&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]7 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=154481&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154481&T=0

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	7 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

Correlations for all pairs of data series (method=pearson)
	fixedAcidity	volatileAcidity	citricAcid	residualSugar	chlorides	freeSulfurDioxide	totSulfurDioxide	density	pH	sulphates	alcohol	quality
fixedAcidity	1	-0.11	0.406	0.13	-0.019	-0.083	-0.03	0.218	-0.476	-0.009	-0.067	-0.145
volatileAcidity	-0.11	1	-0.182	-0.019	-0.024	-0.17	-0.04	-0.003	-0.038	0.044	-0.045	-0.2
citricAcid	0.406	-0.182	1	0.184	0.067	0.148	0.082	0.186	-0.319	0.064	-0.048	0.043
residualSugar	0.13	-0.019	0.184	1	-0.005	0.396	0.475	0.902	-0.349	0.014	-0.577	-0.294
chlorides	-0.019	-0.024	0.067	-0.005	1	0.315	0.208	0.138	-0.203	-0.125	-0.32	-0.147
freeSulfurDioxide	-0.083	-0.17	0.148	0.396	0.315	1	0.712	0.424	-0.152	0.053	-0.384	-0.019
totSulfurDioxide	-0.03	-0.04	0.082	0.475	0.208	0.712	1	0.561	-0.138	0.249	-0.489	-0.17
density	0.218	-0.003	0.186	0.902	0.138	0.424	0.561	1	-0.282	0.104	-0.821	-0.412
pH	-0.476	-0.038	-0.319	-0.349	-0.203	-0.152	-0.138	-0.282	1	0.121	0.248	0.174
sulphates	-0.009	0.044	0.064	0.014	-0.125	0.053	0.249	0.104	0.121	1	-0.003	0.088
alcohol	-0.067	-0.045	-0.048	-0.577	-0.32	-0.384	-0.489	-0.821	0.248	-0.003	1	0.45
quality	-0.145	-0.2	0.043	-0.294	-0.147	-0.019	-0.17	-0.412	0.174	0.088	0.45	1

\begin{tabular}{lllllllll}
\hline
Correlations for all pairs of data series (method=pearson) \tabularnewline
  & fixedAcidity & volatileAcidity & citricAcid & residualSugar & chlorides & freeSulfurDioxide & totSulfurDioxide & density & pH & sulphates & alcohol & quality \tabularnewline
fixedAcidity & 1 & -0.11 & 0.406 & 0.13 & -0.019 & -0.083 & -0.03 & 0.218 & -0.476 & -0.009 & -0.067 & -0.145 \tabularnewline
volatileAcidity & -0.11 & 1 & -0.182 & -0.019 & -0.024 & -0.17 & -0.04 & -0.003 & -0.038 & 0.044 & -0.045 & -0.2 \tabularnewline
citricAcid & 0.406 & -0.182 & 1 & 0.184 & 0.067 & 0.148 & 0.082 & 0.186 & -0.319 & 0.064 & -0.048 & 0.043 \tabularnewline
residualSugar & 0.13 & -0.019 & 0.184 & 1 & -0.005 & 0.396 & 0.475 & 0.902 & -0.349 & 0.014 & -0.577 & -0.294 \tabularnewline
chlorides & -0.019 & -0.024 & 0.067 & -0.005 & 1 & 0.315 & 0.208 & 0.138 & -0.203 & -0.125 & -0.32 & -0.147 \tabularnewline
freeSulfurDioxide & -0.083 & -0.17 & 0.148 & 0.396 & 0.315 & 1 & 0.712 & 0.424 & -0.152 & 0.053 & -0.384 & -0.019 \tabularnewline
totSulfurDioxide & -0.03 & -0.04 & 0.082 & 0.475 & 0.208 & 0.712 & 1 & 0.561 & -0.138 & 0.249 & -0.489 & -0.17 \tabularnewline
density & 0.218 & -0.003 & 0.186 & 0.902 & 0.138 & 0.424 & 0.561 & 1 & -0.282 & 0.104 & -0.821 & -0.412 \tabularnewline
pH & -0.476 & -0.038 & -0.319 & -0.349 & -0.203 & -0.152 & -0.138 & -0.282 & 1 & 0.121 & 0.248 & 0.174 \tabularnewline
sulphates & -0.009 & 0.044 & 0.064 & 0.014 & -0.125 & 0.053 & 0.249 & 0.104 & 0.121 & 1 & -0.003 & 0.088 \tabularnewline
alcohol & -0.067 & -0.045 & -0.048 & -0.577 & -0.32 & -0.384 & -0.489 & -0.821 & 0.248 & -0.003 & 1 & 0.45 \tabularnewline
quality & -0.145 & -0.2 & 0.043 & -0.294 & -0.147 & -0.019 & -0.17 & -0.412 & 0.174 & 0.088 & 0.45 & 1 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154481&T=1

[TABLE]
[ROW][C]Correlations for all pairs of data series (method=pearson)[/C][/ROW]
[ROW][C] [/C][C]fixedAcidity[/C][C]volatileAcidity[/C][C]citricAcid[/C][C]residualSugar[/C][C]chlorides[/C][C]freeSulfurDioxide[/C][C]totSulfurDioxide[/C][C]density[/C][C]pH[/C][C]sulphates[/C][C]alcohol[/C][C]quality[/C][/ROW]
[ROW][C]fixedAcidity[/C][C]1[/C][C]-0.11[/C][C]0.406[/C][C]0.13[/C][C]-0.019[/C][C]-0.083[/C][C]-0.03[/C][C]0.218[/C][C]-0.476[/C][C]-0.009[/C][C]-0.067[/C][C]-0.145[/C][/ROW]
[ROW][C]volatileAcidity[/C][C]-0.11[/C][C]1[/C][C]-0.182[/C][C]-0.019[/C][C]-0.024[/C][C]-0.17[/C][C]-0.04[/C][C]-0.003[/C][C]-0.038[/C][C]0.044[/C][C]-0.045[/C][C]-0.2[/C][/ROW]
[ROW][C]citricAcid[/C][C]0.406[/C][C]-0.182[/C][C]1[/C][C]0.184[/C][C]0.067[/C][C]0.148[/C][C]0.082[/C][C]0.186[/C][C]-0.319[/C][C]0.064[/C][C]-0.048[/C][C]0.043[/C][/ROW]
[ROW][C]residualSugar[/C][C]0.13[/C][C]-0.019[/C][C]0.184[/C][C]1[/C][C]-0.005[/C][C]0.396[/C][C]0.475[/C][C]0.902[/C][C]-0.349[/C][C]0.014[/C][C]-0.577[/C][C]-0.294[/C][/ROW]
[ROW][C]chlorides[/C][C]-0.019[/C][C]-0.024[/C][C]0.067[/C][C]-0.005[/C][C]1[/C][C]0.315[/C][C]0.208[/C][C]0.138[/C][C]-0.203[/C][C]-0.125[/C][C]-0.32[/C][C]-0.147[/C][/ROW]
[ROW][C]freeSulfurDioxide[/C][C]-0.083[/C][C]-0.17[/C][C]0.148[/C][C]0.396[/C][C]0.315[/C][C]1[/C][C]0.712[/C][C]0.424[/C][C]-0.152[/C][C]0.053[/C][C]-0.384[/C][C]-0.019[/C][/ROW]
[ROW][C]totSulfurDioxide[/C][C]-0.03[/C][C]-0.04[/C][C]0.082[/C][C]0.475[/C][C]0.208[/C][C]0.712[/C][C]1[/C][C]0.561[/C][C]-0.138[/C][C]0.249[/C][C]-0.489[/C][C]-0.17[/C][/ROW]
[ROW][C]density[/C][C]0.218[/C][C]-0.003[/C][C]0.186[/C][C]0.902[/C][C]0.138[/C][C]0.424[/C][C]0.561[/C][C]1[/C][C]-0.282[/C][C]0.104[/C][C]-0.821[/C][C]-0.412[/C][/ROW]
[ROW][C]pH[/C][C]-0.476[/C][C]-0.038[/C][C]-0.319[/C][C]-0.349[/C][C]-0.203[/C][C]-0.152[/C][C]-0.138[/C][C]-0.282[/C][C]1[/C][C]0.121[/C][C]0.248[/C][C]0.174[/C][/ROW]
[ROW][C]sulphates[/C][C]-0.009[/C][C]0.044[/C][C]0.064[/C][C]0.014[/C][C]-0.125[/C][C]0.053[/C][C]0.249[/C][C]0.104[/C][C]0.121[/C][C]1[/C][C]-0.003[/C][C]0.088[/C][/ROW]
[ROW][C]alcohol[/C][C]-0.067[/C][C]-0.045[/C][C]-0.048[/C][C]-0.577[/C][C]-0.32[/C][C]-0.384[/C][C]-0.489[/C][C]-0.821[/C][C]0.248[/C][C]-0.003[/C][C]1[/C][C]0.45[/C][/ROW]
[ROW][C]quality[/C][C]-0.145[/C][C]-0.2[/C][C]0.043[/C][C]-0.294[/C][C]-0.147[/C][C]-0.019[/C][C]-0.17[/C][C]-0.412[/C][C]0.174[/C][C]0.088[/C][C]0.45[/C][C]1[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=154481&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154481&T=1

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Correlations for all pairs of data series (method=pearson)
	fixedAcidity	volatileAcidity	citricAcid	residualSugar	chlorides	freeSulfurDioxide	totSulfurDioxide	density	pH	sulphates	alcohol	quality
fixedAcidity	1	-0.11	0.406	0.13	-0.019	-0.083	-0.03	0.218	-0.476	-0.009	-0.067	-0.145
volatileAcidity	-0.11	1	-0.182	-0.019	-0.024	-0.17	-0.04	-0.003	-0.038	0.044	-0.045	-0.2
citricAcid	0.406	-0.182	1	0.184	0.067	0.148	0.082	0.186	-0.319	0.064	-0.048	0.043
residualSugar	0.13	-0.019	0.184	1	-0.005	0.396	0.475	0.902	-0.349	0.014	-0.577	-0.294
chlorides	-0.019	-0.024	0.067	-0.005	1	0.315	0.208	0.138	-0.203	-0.125	-0.32	-0.147
freeSulfurDioxide	-0.083	-0.17	0.148	0.396	0.315	1	0.712	0.424	-0.152	0.053	-0.384	-0.019
totSulfurDioxide	-0.03	-0.04	0.082	0.475	0.208	0.712	1	0.561	-0.138	0.249	-0.489	-0.17
density	0.218	-0.003	0.186	0.902	0.138	0.424	0.561	1	-0.282	0.104	-0.821	-0.412
pH	-0.476	-0.038	-0.319	-0.349	-0.203	-0.152	-0.138	-0.282	1	0.121	0.248	0.174
sulphates	-0.009	0.044	0.064	0.014	-0.125	0.053	0.249	0.104	0.121	1	-0.003	0.088
alcohol	-0.067	-0.045	-0.048	-0.577	-0.32	-0.384	-0.489	-0.821	0.248	-0.003	1	0.45
quality	-0.145	-0.2	0.043	-0.294	-0.147	-0.019	-0.17	-0.412	0.174	0.088	0.45	1

Correlations for all pairs of data series with p-values
pair	Pearson r	Spearman rho	Kendall tau
fixedAcidity;volatileAcidity	-0.1095	-0.131	-0.0909
p-value	(0.0589)	(0.0237)	(0.0245)
fixedAcidity;citricAcid	0.4056	0.3827	0.2777
p-value	(0)	(0)	(0)
fixedAcidity;residualSugar	0.13	0.1858	0.1302
p-value	(0.0248)	(0.0013)	(0.0011)
fixedAcidity;chlorides	-0.0192	0.1063	0.0792
p-value	(0.7415)	(0.067)	(0.0491)
fixedAcidity;freeSulfurDioxide	-0.083	0.0221	0.0142
p-value	(0.153)	(0.7033)	(0.7235)
fixedAcidity;totSulfurDioxide	-0.0303	0.047	0.0367
p-value	(0.6024)	(0.419)	(0.3563)
fixedAcidity;density	0.2179	0.2588	0.1822
p-value	(1e-04)	(0)	(0)
fixedAcidity;pH	-0.4755	-0.5127	-0.365
p-value	(0)	(0)	(0)
fixedAcidity;sulphates	-0.0087	-0.005	-0.0071
p-value	(0.8809)	(0.9314)	(0.8593)
fixedAcidity;alcohol	-0.0667	-0.0943	-0.0677
p-value	(0.2508)	(0.1042)	(0.0932)
fixedAcidity;quality	-0.1445	-0.0955	-0.0767
p-value	(0.0125)	(0.0997)	(0.0888)
volatileAcidity;citricAcid	-0.1818	-0.1328	-0.0855
p-value	(0.0016)	(0.0219)	(0.033)
volatileAcidity;residualSugar	-0.0186	0.0628	0.0383
p-value	(0.7496)	(0.2802)	(0.3355)
volatileAcidity;chlorides	-0.0236	-0.0242	-0.0199
p-value	(0.6855)	(0.6769)	(0.6203)
volatileAcidity;freeSulfurDioxide	-0.1701	-0.1363	-0.0898
p-value	(0.0032)	(0.0186)	(0.0242)
volatileAcidity;totSulfurDioxide	-0.0397	0.0222	0.0154
p-value	(0.4945)	(0.7029)	(0.6985)
volatileAcidity;density	-0.003	0.066	0.0441
p-value	(0.9583)	(0.2561)	(0.2683)
volatileAcidity;pH	-0.0382	-0.1131	-0.0765
p-value	(0.5116)	(0.0511)	(0.0554)
volatileAcidity;sulphates	0.0442	0.0995	0.0688
p-value	(0.4476)	(0.0863)	(0.0866)
volatileAcidity;alcohol	-0.0447	-0.0957	-0.0695
p-value	(0.4424)	(0.0991)	(0.0834)
volatileAcidity;quality	-0.2005	-0.2846	-0.2252
p-value	(5e-04)	(0)	(0)
citricAcid;residualSugar	0.1842	0.1259	0.0816
p-value	(0.0014)	(0.0297)	(0.0398)
citricAcid;chlorides	0.0666	-0.0453	-0.0351
p-value	(0.252)	(0.4362)	(0.3796)
citricAcid;freeSulfurDioxide	0.1478	0.1357	0.0954
p-value	(0.0106)	(0.0191)	(0.0164)
citricAcid;totSulfurDioxide	0.0822	0.0394	0.026
p-value	(0.1571)	(0.498)	(0.5109)
citricAcid;density	0.1859	0.1322	0.0865
p-value	(0.0013)	(0.0225)	(0.0294)
citricAcid;pH	-0.3194	-0.3469	-0.2388
p-value	(0)	(0)	(0)
citricAcid;sulphates	0.064	0.0453	0.0302
p-value	(0.2711)	(0.4355)	(0.4508)
citricAcid;alcohol	-0.0476	-0.0592	-0.0319
p-value	(0.4126)	(0.3084)	(0.4257)
citricAcid;quality	0.0432	0.0761	0.0581
p-value	(0.4573)	(0.1903)	(0.1939)
residualSugar;chlorides	-0.0049	0.2185	0.1506
p-value	(0.9331)	(1e-04)	(1e-04)
residualSugar;freeSulfurDioxide	0.3962	0.442	0.2953
p-value	(0)	(0)	(0)
residualSugar;totSulfurDioxide	0.4747	0.5041	0.3376
p-value	(0)	(0)	(0)
residualSugar;density	0.9017	0.8934	0.731
p-value	(0)	(0)	(0)
residualSugar;pH	-0.3489	-0.3133	-0.219
p-value	(0)	(0)	(0)
residualSugar;sulphates	0.0136	0.0582	0.0396
p-value	(0.8151)	(0.3166)	(0.3187)
residualSugar;alcohol	-0.5774	-0.6028	-0.429
p-value	(0)	(0)	(0)
residualSugar;quality	-0.2942	-0.3099	-0.234
p-value	(0)	(0)	(0)
chlorides;freeSulfurDioxide	0.3148	0.2701	0.186
p-value	(0)	(0)	(0)
chlorides;totSulfurDioxide	0.2084	0.3752	0.2547
p-value	(3e-04)	(0)	(0)
chlorides;density	0.1378	0.4071	0.2793
p-value	(0.0173)	(0)	(0)
chlorides;pH	-0.2032	-0.1928	-0.1335
p-value	(4e-04)	(8e-04)	(8e-04)
chlorides;sulphates	-0.1253	-0.025	-0.0244
p-value	(0.0305)	(0.6671)	(0.5418)
chlorides;alcohol	-0.3202	-0.5259	-0.3759
p-value	(0)	(0)	(0)
chlorides;quality	-0.1466	-0.275	-0.2175
p-value	(0.0113)	(0)	(0)
freeSulfurDioxide;totSulfurDioxide	0.7119	0.7264	0.5347
p-value	(0)	(0)	(0)
freeSulfurDioxide;density	0.4241	0.4684	0.3064
p-value	(0)	(0)	(0)
freeSulfurDioxide;pH	-0.152	-0.1693	-0.1143
p-value	(0.0086)	(0.0034)	(0.0039)
freeSulfurDioxide;sulphates	0.0535	0.0851	0.0557
p-value	(0.3578)	(0.1427)	(0.1617)
freeSulfurDioxide;alcohol	-0.3842	-0.4362	-0.2874
p-value	(0)	(0)	(0)
freeSulfurDioxide;quality	-0.0192	-0.0561	-0.0464
p-value	(0.7412)	(0.3349)	(0.2962)
totSulfurDioxide;density	0.5609	0.5895	0.3993
p-value	(0)	(0)	(0)
totSulfurDioxide;pH	-0.1378	-0.1998	-0.1381
p-value	(0.0173)	(5e-04)	(5e-04)
totSulfurDioxide;sulphates	0.2491	0.2991	0.2087
p-value	(0)	(0)	(0)
totSulfurDioxide;alcohol	-0.4894	-0.4961	-0.3291
p-value	(0)	(0)	(0)
totSulfurDioxide;quality	-0.1699	-0.1707	-0.1347
p-value	(0.0033)	(0.0031)	(0.0023)
density;pH	-0.282	-0.3028	-0.2065
p-value	(0)	(0)	(0)
density;sulphates	0.1042	0.1337	0.0867
p-value	(0.0723)	(0.021)	(0.0291)
density;alcohol	-0.821	-0.8142	-0.6354
p-value	(0)	(0)	(0)
density;quality	-0.4118	-0.4093	-0.3231
p-value	(0)	(0)	(0)
pH;sulphates	0.1206	0.0636	0.046
p-value	(0.0375)	(0.2738)	(0.2483)
pH;alcohol	0.2481	0.3237	0.218
p-value	(0)	(0)	(0)
pH;quality	0.1745	0.2105	0.1659
p-value	(0.0025)	(3e-04)	(2e-04)
sulphates;alcohol	-0.003	-9e-04	0.007
p-value	(0.9595)	(0.9874)	(0.8621)
sulphates;quality	0.0876	0.0867	0.0682
p-value	(0.1315)	(0.1355)	(0.1278)
alcohol;quality	0.4496	0.3964	0.3145
p-value	(0)	(0)	(0)

\begin{tabular}{lllllllll}
\hline
Correlations for all pairs of data series with p-values \tabularnewline
pair & Pearson r & Spearman rho & Kendall tau \tabularnewline
fixedAcidity;volatileAcidity & -0.1095 & -0.131 & -0.0909 \tabularnewline
p-value & (0.0589) & (0.0237) & (0.0245) \tabularnewline
fixedAcidity;citricAcid & 0.4056 & 0.3827 & 0.2777 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedAcidity;residualSugar & 0.13 & 0.1858 & 0.1302 \tabularnewline
p-value & (0.0248) & (0.0013) & (0.0011) \tabularnewline
fixedAcidity;chlorides & -0.0192 & 0.1063 & 0.0792 \tabularnewline
p-value & (0.7415) & (0.067) & (0.0491) \tabularnewline
fixedAcidity;freeSulfurDioxide & -0.083 & 0.0221 & 0.0142 \tabularnewline
p-value & (0.153) & (0.7033) & (0.7235) \tabularnewline
fixedAcidity;totSulfurDioxide & -0.0303 & 0.047 & 0.0367 \tabularnewline
p-value & (0.6024) & (0.419) & (0.3563) \tabularnewline
fixedAcidity;density & 0.2179 & 0.2588 & 0.1822 \tabularnewline
p-value & (1e-04) & (0) & (0) \tabularnewline
fixedAcidity;pH & -0.4755 & -0.5127 & -0.365 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedAcidity;sulphates & -0.0087 & -0.005 & -0.0071 \tabularnewline
p-value & (0.8809) & (0.9314) & (0.8593) \tabularnewline
fixedAcidity;alcohol & -0.0667 & -0.0943 & -0.0677 \tabularnewline
p-value & (0.2508) & (0.1042) & (0.0932) \tabularnewline
fixedAcidity;quality & -0.1445 & -0.0955 & -0.0767 \tabularnewline
p-value & (0.0125) & (0.0997) & (0.0888) \tabularnewline
volatileAcidity;citricAcid & -0.1818 & -0.1328 & -0.0855 \tabularnewline
p-value & (0.0016) & (0.0219) & (0.033) \tabularnewline
volatileAcidity;residualSugar & -0.0186 & 0.0628 & 0.0383 \tabularnewline
p-value & (0.7496) & (0.2802) & (0.3355) \tabularnewline
volatileAcidity;chlorides & -0.0236 & -0.0242 & -0.0199 \tabularnewline
p-value & (0.6855) & (0.6769) & (0.6203) \tabularnewline
volatileAcidity;freeSulfurDioxide & -0.1701 & -0.1363 & -0.0898 \tabularnewline
p-value & (0.0032) & (0.0186) & (0.0242) \tabularnewline
volatileAcidity;totSulfurDioxide & -0.0397 & 0.0222 & 0.0154 \tabularnewline
p-value & (0.4945) & (0.7029) & (0.6985) \tabularnewline
volatileAcidity;density & -0.003 & 0.066 & 0.0441 \tabularnewline
p-value & (0.9583) & (0.2561) & (0.2683) \tabularnewline
volatileAcidity;pH & -0.0382 & -0.1131 & -0.0765 \tabularnewline
p-value & (0.5116) & (0.0511) & (0.0554) \tabularnewline
volatileAcidity;sulphates & 0.0442 & 0.0995 & 0.0688 \tabularnewline
p-value & (0.4476) & (0.0863) & (0.0866) \tabularnewline
volatileAcidity;alcohol & -0.0447 & -0.0957 & -0.0695 \tabularnewline
p-value & (0.4424) & (0.0991) & (0.0834) \tabularnewline
volatileAcidity;quality & -0.2005 & -0.2846 & -0.2252 \tabularnewline
p-value & (5e-04) & (0) & (0) \tabularnewline
citricAcid;residualSugar & 0.1842 & 0.1259 & 0.0816 \tabularnewline
p-value & (0.0014) & (0.0297) & (0.0398) \tabularnewline
citricAcid;chlorides & 0.0666 & -0.0453 & -0.0351 \tabularnewline
p-value & (0.252) & (0.4362) & (0.3796) \tabularnewline
citricAcid;freeSulfurDioxide & 0.1478 & 0.1357 & 0.0954 \tabularnewline
p-value & (0.0106) & (0.0191) & (0.0164) \tabularnewline
citricAcid;totSulfurDioxide & 0.0822 & 0.0394 & 0.026 \tabularnewline
p-value & (0.1571) & (0.498) & (0.5109) \tabularnewline
citricAcid;density & 0.1859 & 0.1322 & 0.0865 \tabularnewline
p-value & (0.0013) & (0.0225) & (0.0294) \tabularnewline
citricAcid;pH & -0.3194 & -0.3469 & -0.2388 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricAcid;sulphates & 0.064 & 0.0453 & 0.0302 \tabularnewline
p-value & (0.2711) & (0.4355) & (0.4508) \tabularnewline
citricAcid;alcohol & -0.0476 & -0.0592 & -0.0319 \tabularnewline
p-value & (0.4126) & (0.3084) & (0.4257) \tabularnewline
citricAcid;quality & 0.0432 & 0.0761 & 0.0581 \tabularnewline
p-value & (0.4573) & (0.1903) & (0.1939) \tabularnewline
residualSugar;chlorides & -0.0049 & 0.2185 & 0.1506 \tabularnewline
p-value & (0.9331) & (1e-04) & (1e-04) \tabularnewline
residualSugar;freeSulfurDioxide & 0.3962 & 0.442 & 0.2953 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
residualSugar;totSulfurDioxide & 0.4747 & 0.5041 & 0.3376 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
residualSugar;density & 0.9017 & 0.8934 & 0.731 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
residualSugar;pH & -0.3489 & -0.3133 & -0.219 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
residualSugar;sulphates & 0.0136 & 0.0582 & 0.0396 \tabularnewline
p-value & (0.8151) & (0.3166) & (0.3187) \tabularnewline
residualSugar;alcohol & -0.5774 & -0.6028 & -0.429 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
residualSugar;quality & -0.2942 & -0.3099 & -0.234 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
chlorides;freeSulfurDioxide & 0.3148 & 0.2701 & 0.186 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
chlorides;totSulfurDioxide & 0.2084 & 0.3752 & 0.2547 \tabularnewline
p-value & (3e-04) & (0) & (0) \tabularnewline
chlorides;density & 0.1378 & 0.4071 & 0.2793 \tabularnewline
p-value & (0.0173) & (0) & (0) \tabularnewline
chlorides;pH & -0.2032 & -0.1928 & -0.1335 \tabularnewline
p-value & (4e-04) & (8e-04) & (8e-04) \tabularnewline
chlorides;sulphates & -0.1253 & -0.025 & -0.0244 \tabularnewline
p-value & (0.0305) & (0.6671) & (0.5418) \tabularnewline
chlorides;alcohol & -0.3202 & -0.5259 & -0.3759 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
chlorides;quality & -0.1466 & -0.275 & -0.2175 \tabularnewline
p-value & (0.0113) & (0) & (0) \tabularnewline
freeSulfurDioxide;totSulfurDioxide & 0.7119 & 0.7264 & 0.5347 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
freeSulfurDioxide;density & 0.4241 & 0.4684 & 0.3064 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
freeSulfurDioxide;pH & -0.152 & -0.1693 & -0.1143 \tabularnewline
p-value & (0.0086) & (0.0034) & (0.0039) \tabularnewline
freeSulfurDioxide;sulphates & 0.0535 & 0.0851 & 0.0557 \tabularnewline
p-value & (0.3578) & (0.1427) & (0.1617) \tabularnewline
freeSulfurDioxide;alcohol & -0.3842 & -0.4362 & -0.2874 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
freeSulfurDioxide;quality & -0.0192 & -0.0561 & -0.0464 \tabularnewline
p-value & (0.7412) & (0.3349) & (0.2962) \tabularnewline
totSulfurDioxide;density & 0.5609 & 0.5895 & 0.3993 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
totSulfurDioxide;pH & -0.1378 & -0.1998 & -0.1381 \tabularnewline
p-value & (0.0173) & (5e-04) & (5e-04) \tabularnewline
totSulfurDioxide;sulphates & 0.2491 & 0.2991 & 0.2087 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
totSulfurDioxide;alcohol & -0.4894 & -0.4961 & -0.3291 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
totSulfurDioxide;quality & -0.1699 & -0.1707 & -0.1347 \tabularnewline
p-value & (0.0033) & (0.0031) & (0.0023) \tabularnewline
density;pH & -0.282 & -0.3028 & -0.2065 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
density;sulphates & 0.1042 & 0.1337 & 0.0867 \tabularnewline
p-value & (0.0723) & (0.021) & (0.0291) \tabularnewline
density;alcohol & -0.821 & -0.8142 & -0.6354 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
density;quality & -0.4118 & -0.4093 & -0.3231 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
pH;sulphates & 0.1206 & 0.0636 & 0.046 \tabularnewline
p-value & (0.0375) & (0.2738) & (0.2483) \tabularnewline
pH;alcohol & 0.2481 & 0.3237 & 0.218 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
pH;quality & 0.1745 & 0.2105 & 0.1659 \tabularnewline
p-value & (0.0025) & (3e-04) & (2e-04) \tabularnewline
sulphates;alcohol & -0.003 & -9e-04 & 0.007 \tabularnewline
p-value & (0.9595) & (0.9874) & (0.8621) \tabularnewline
sulphates;quality & 0.0876 & 0.0867 & 0.0682 \tabularnewline
p-value & (0.1315) & (0.1355) & (0.1278) \tabularnewline
alcohol;quality & 0.4496 & 0.3964 & 0.3145 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154481&T=2

[TABLE]
[ROW][C]Correlations for all pairs of data series with p-values[/C][/ROW]
[ROW][C]pair[/C][C]Pearson r[/C][C]Spearman rho[/C][C]Kendall tau[/C][/ROW]
[ROW][C]fixedAcidity;volatileAcidity[/C][C]-0.1095[/C][C]-0.131[/C][C]-0.0909[/C][/ROW]
[ROW][C]p-value[/C][C](0.0589)[/C][C](0.0237)[/C][C](0.0245)[/C][/ROW]
[ROW][C]fixedAcidity;citricAcid[/C][C]0.4056[/C][C]0.3827[/C][C]0.2777[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedAcidity;residualSugar[/C][C]0.13[/C][C]0.1858[/C][C]0.1302[/C][/ROW]
[ROW][C]p-value[/C][C](0.0248)[/C][C](0.0013)[/C][C](0.0011)[/C][/ROW]
[ROW][C]fixedAcidity;chlorides[/C][C]-0.0192[/C][C]0.1063[/C][C]0.0792[/C][/ROW]
[ROW][C]p-value[/C][C](0.7415)[/C][C](0.067)[/C][C](0.0491)[/C][/ROW]
[ROW][C]fixedAcidity;freeSulfurDioxide[/C][C]-0.083[/C][C]0.0221[/C][C]0.0142[/C][/ROW]
[ROW][C]p-value[/C][C](0.153)[/C][C](0.7033)[/C][C](0.7235)[/C][/ROW]
[ROW][C]fixedAcidity;totSulfurDioxide[/C][C]-0.0303[/C][C]0.047[/C][C]0.0367[/C][/ROW]
[ROW][C]p-value[/C][C](0.6024)[/C][C](0.419)[/C][C](0.3563)[/C][/ROW]
[ROW][C]fixedAcidity;density[/C][C]0.2179[/C][C]0.2588[/C][C]0.1822[/C][/ROW]
[ROW][C]p-value[/C][C](1e-04)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedAcidity;pH[/C][C]-0.4755[/C][C]-0.5127[/C][C]-0.365[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedAcidity;sulphates[/C][C]-0.0087[/C][C]-0.005[/C][C]-0.0071[/C][/ROW]
[ROW][C]p-value[/C][C](0.8809)[/C][C](0.9314)[/C][C](0.8593)[/C][/ROW]
[ROW][C]fixedAcidity;alcohol[/C][C]-0.0667[/C][C]-0.0943[/C][C]-0.0677[/C][/ROW]
[ROW][C]p-value[/C][C](0.2508)[/C][C](0.1042)[/C][C](0.0932)[/C][/ROW]
[ROW][C]fixedAcidity;quality[/C][C]-0.1445[/C][C]-0.0955[/C][C]-0.0767[/C][/ROW]
[ROW][C]p-value[/C][C](0.0125)[/C][C](0.0997)[/C][C](0.0888)[/C][/ROW]
[ROW][C]volatileAcidity;citricAcid[/C][C]-0.1818[/C][C]-0.1328[/C][C]-0.0855[/C][/ROW]
[ROW][C]p-value[/C][C](0.0016)[/C][C](0.0219)[/C][C](0.033)[/C][/ROW]
[ROW][C]volatileAcidity;residualSugar[/C][C]-0.0186[/C][C]0.0628[/C][C]0.0383[/C][/ROW]
[ROW][C]p-value[/C][C](0.7496)[/C][C](0.2802)[/C][C](0.3355)[/C][/ROW]
[ROW][C]volatileAcidity;chlorides[/C][C]-0.0236[/C][C]-0.0242[/C][C]-0.0199[/C][/ROW]
[ROW][C]p-value[/C][C](0.6855)[/C][C](0.6769)[/C][C](0.6203)[/C][/ROW]
[ROW][C]volatileAcidity;freeSulfurDioxide[/C][C]-0.1701[/C][C]-0.1363[/C][C]-0.0898[/C][/ROW]
[ROW][C]p-value[/C][C](0.0032)[/C][C](0.0186)[/C][C](0.0242)[/C][/ROW]
[ROW][C]volatileAcidity;totSulfurDioxide[/C][C]-0.0397[/C][C]0.0222[/C][C]0.0154[/C][/ROW]
[ROW][C]p-value[/C][C](0.4945)[/C][C](0.7029)[/C][C](0.6985)[/C][/ROW]
[ROW][C]volatileAcidity;density[/C][C]-0.003[/C][C]0.066[/C][C]0.0441[/C][/ROW]
[ROW][C]p-value[/C][C](0.9583)[/C][C](0.2561)[/C][C](0.2683)[/C][/ROW]
[ROW][C]volatileAcidity;pH[/C][C]-0.0382[/C][C]-0.1131[/C][C]-0.0765[/C][/ROW]
[ROW][C]p-value[/C][C](0.5116)[/C][C](0.0511)[/C][C](0.0554)[/C][/ROW]
[ROW][C]volatileAcidity;sulphates[/C][C]0.0442[/C][C]0.0995[/C][C]0.0688[/C][/ROW]
[ROW][C]p-value[/C][C](0.4476)[/C][C](0.0863)[/C][C](0.0866)[/C][/ROW]
[ROW][C]volatileAcidity;alcohol[/C][C]-0.0447[/C][C]-0.0957[/C][C]-0.0695[/C][/ROW]
[ROW][C]p-value[/C][C](0.4424)[/C][C](0.0991)[/C][C](0.0834)[/C][/ROW]
[ROW][C]volatileAcidity;quality[/C][C]-0.2005[/C][C]-0.2846[/C][C]-0.2252[/C][/ROW]
[ROW][C]p-value[/C][C](5e-04)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricAcid;residualSugar[/C][C]0.1842[/C][C]0.1259[/C][C]0.0816[/C][/ROW]
[ROW][C]p-value[/C][C](0.0014)[/C][C](0.0297)[/C][C](0.0398)[/C][/ROW]
[ROW][C]citricAcid;chlorides[/C][C]0.0666[/C][C]-0.0453[/C][C]-0.0351[/C][/ROW]
[ROW][C]p-value[/C][C](0.252)[/C][C](0.4362)[/C][C](0.3796)[/C][/ROW]
[ROW][C]citricAcid;freeSulfurDioxide[/C][C]0.1478[/C][C]0.1357[/C][C]0.0954[/C][/ROW]
[ROW][C]p-value[/C][C](0.0106)[/C][C](0.0191)[/C][C](0.0164)[/C][/ROW]
[ROW][C]citricAcid;totSulfurDioxide[/C][C]0.0822[/C][C]0.0394[/C][C]0.026[/C][/ROW]
[ROW][C]p-value[/C][C](0.1571)[/C][C](0.498)[/C][C](0.5109)[/C][/ROW]
[ROW][C]citricAcid;density[/C][C]0.1859[/C][C]0.1322[/C][C]0.0865[/C][/ROW]
[ROW][C]p-value[/C][C](0.0013)[/C][C](0.0225)[/C][C](0.0294)[/C][/ROW]
[ROW][C]citricAcid;pH[/C][C]-0.3194[/C][C]-0.3469[/C][C]-0.2388[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricAcid;sulphates[/C][C]0.064[/C][C]0.0453[/C][C]0.0302[/C][/ROW]
[ROW][C]p-value[/C][C](0.2711)[/C][C](0.4355)[/C][C](0.4508)[/C][/ROW]
[ROW][C]citricAcid;alcohol[/C][C]-0.0476[/C][C]-0.0592[/C][C]-0.0319[/C][/ROW]
[ROW][C]p-value[/C][C](0.4126)[/C][C](0.3084)[/C][C](0.4257)[/C][/ROW]
[ROW][C]citricAcid;quality[/C][C]0.0432[/C][C]0.0761[/C][C]0.0581[/C][/ROW]
[ROW][C]p-value[/C][C](0.4573)[/C][C](0.1903)[/C][C](0.1939)[/C][/ROW]
[ROW][C]residualSugar;chlorides[/C][C]-0.0049[/C][C]0.2185[/C][C]0.1506[/C][/ROW]
[ROW][C]p-value[/C][C](0.9331)[/C][C](1e-04)[/C][C](1e-04)[/C][/ROW]
[ROW][C]residualSugar;freeSulfurDioxide[/C][C]0.3962[/C][C]0.442[/C][C]0.2953[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]residualSugar;totSulfurDioxide[/C][C]0.4747[/C][C]0.5041[/C][C]0.3376[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]residualSugar;density[/C][C]0.9017[/C][C]0.8934[/C][C]0.731[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]residualSugar;pH[/C][C]-0.3489[/C][C]-0.3133[/C][C]-0.219[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]residualSugar;sulphates[/C][C]0.0136[/C][C]0.0582[/C][C]0.0396[/C][/ROW]
[ROW][C]p-value[/C][C](0.8151)[/C][C](0.3166)[/C][C](0.3187)[/C][/ROW]
[ROW][C]residualSugar;alcohol[/C][C]-0.5774[/C][C]-0.6028[/C][C]-0.429[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]residualSugar;quality[/C][C]-0.2942[/C][C]-0.3099[/C][C]-0.234[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;freeSulfurDioxide[/C][C]0.3148[/C][C]0.2701[/C][C]0.186[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;totSulfurDioxide[/C][C]0.2084[/C][C]0.3752[/C][C]0.2547[/C][/ROW]
[ROW][C]p-value[/C][C](3e-04)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;density[/C][C]0.1378[/C][C]0.4071[/C][C]0.2793[/C][/ROW]
[ROW][C]p-value[/C][C](0.0173)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;pH[/C][C]-0.2032[/C][C]-0.1928[/C][C]-0.1335[/C][/ROW]
[ROW][C]p-value[/C][C](4e-04)[/C][C](8e-04)[/C][C](8e-04)[/C][/ROW]
[ROW][C]chlorides;sulphates[/C][C]-0.1253[/C][C]-0.025[/C][C]-0.0244[/C][/ROW]
[ROW][C]p-value[/C][C](0.0305)[/C][C](0.6671)[/C][C](0.5418)[/C][/ROW]
[ROW][C]chlorides;alcohol[/C][C]-0.3202[/C][C]-0.5259[/C][C]-0.3759[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;quality[/C][C]-0.1466[/C][C]-0.275[/C][C]-0.2175[/C][/ROW]
[ROW][C]p-value[/C][C](0.0113)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]freeSulfurDioxide;totSulfurDioxide[/C][C]0.7119[/C][C]0.7264[/C][C]0.5347[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]freeSulfurDioxide;density[/C][C]0.4241[/C][C]0.4684[/C][C]0.3064[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]freeSulfurDioxide;pH[/C][C]-0.152[/C][C]-0.1693[/C][C]-0.1143[/C][/ROW]
[ROW][C]p-value[/C][C](0.0086)[/C][C](0.0034)[/C][C](0.0039)[/C][/ROW]
[ROW][C]freeSulfurDioxide;sulphates[/C][C]0.0535[/C][C]0.0851[/C][C]0.0557[/C][/ROW]
[ROW][C]p-value[/C][C](0.3578)[/C][C](0.1427)[/C][C](0.1617)[/C][/ROW]
[ROW][C]freeSulfurDioxide;alcohol[/C][C]-0.3842[/C][C]-0.4362[/C][C]-0.2874[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]freeSulfurDioxide;quality[/C][C]-0.0192[/C][C]-0.0561[/C][C]-0.0464[/C][/ROW]
[ROW][C]p-value[/C][C](0.7412)[/C][C](0.3349)[/C][C](0.2962)[/C][/ROW]
[ROW][C]totSulfurDioxide;density[/C][C]0.5609[/C][C]0.5895[/C][C]0.3993[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]totSulfurDioxide;pH[/C][C]-0.1378[/C][C]-0.1998[/C][C]-0.1381[/C][/ROW]
[ROW][C]p-value[/C][C](0.0173)[/C][C](5e-04)[/C][C](5e-04)[/C][/ROW]
[ROW][C]totSulfurDioxide;sulphates[/C][C]0.2491[/C][C]0.2991[/C][C]0.2087[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]totSulfurDioxide;alcohol[/C][C]-0.4894[/C][C]-0.4961[/C][C]-0.3291[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]totSulfurDioxide;quality[/C][C]-0.1699[/C][C]-0.1707[/C][C]-0.1347[/C][/ROW]
[ROW][C]p-value[/C][C](0.0033)[/C][C](0.0031)[/C][C](0.0023)[/C][/ROW]
[ROW][C]density;pH[/C][C]-0.282[/C][C]-0.3028[/C][C]-0.2065[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]density;sulphates[/C][C]0.1042[/C][C]0.1337[/C][C]0.0867[/C][/ROW]
[ROW][C]p-value[/C][C](0.0723)[/C][C](0.021)[/C][C](0.0291)[/C][/ROW]
[ROW][C]density;alcohol[/C][C]-0.821[/C][C]-0.8142[/C][C]-0.6354[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]density;quality[/C][C]-0.4118[/C][C]-0.4093[/C][C]-0.3231[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]pH;sulphates[/C][C]0.1206[/C][C]0.0636[/C][C]0.046[/C][/ROW]
[ROW][C]p-value[/C][C](0.0375)[/C][C](0.2738)[/C][C](0.2483)[/C][/ROW]
[ROW][C]pH;alcohol[/C][C]0.2481[/C][C]0.3237[/C][C]0.218[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]pH;quality[/C][C]0.1745[/C][C]0.2105[/C][C]0.1659[/C][/ROW]
[ROW][C]p-value[/C][C](0.0025)[/C][C](3e-04)[/C][C](2e-04)[/C][/ROW]
[ROW][C]sulphates;alcohol[/C][C]-0.003[/C][C]-9e-04[/C][C]0.007[/C][/ROW]
[ROW][C]p-value[/C][C](0.9595)[/C][C](0.9874)[/C][C](0.8621)[/C][/ROW]
[ROW][C]sulphates;quality[/C][C]0.0876[/C][C]0.0867[/C][C]0.0682[/C][/ROW]
[ROW][C]p-value[/C][C](0.1315)[/C][C](0.1355)[/C][C](0.1278)[/C][/ROW]
[ROW][C]alcohol;quality[/C][C]0.4496[/C][C]0.3964[/C][C]0.3145[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=154481&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154481&T=2

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Correlations for all pairs of data series with p-values
pair	Pearson r	Spearman rho	Kendall tau
fixedAcidity;volatileAcidity	-0.1095	-0.131	-0.0909
p-value	(0.0589)	(0.0237)	(0.0245)
fixedAcidity;citricAcid	0.4056	0.3827	0.2777
p-value	(0)	(0)	(0)
fixedAcidity;residualSugar	0.13	0.1858	0.1302
p-value	(0.0248)	(0.0013)	(0.0011)
fixedAcidity;chlorides	-0.0192	0.1063	0.0792
p-value	(0.7415)	(0.067)	(0.0491)
fixedAcidity;freeSulfurDioxide	-0.083	0.0221	0.0142
p-value	(0.153)	(0.7033)	(0.7235)
fixedAcidity;totSulfurDioxide	-0.0303	0.047	0.0367
p-value	(0.6024)	(0.419)	(0.3563)
fixedAcidity;density	0.2179	0.2588	0.1822
p-value	(1e-04)	(0)	(0)
fixedAcidity;pH	-0.4755	-0.5127	-0.365
p-value	(0)	(0)	(0)
fixedAcidity;sulphates	-0.0087	-0.005	-0.0071
p-value	(0.8809)	(0.9314)	(0.8593)
fixedAcidity;alcohol	-0.0667	-0.0943	-0.0677
p-value	(0.2508)	(0.1042)	(0.0932)
fixedAcidity;quality	-0.1445	-0.0955	-0.0767
p-value	(0.0125)	(0.0997)	(0.0888)
volatileAcidity;citricAcid	-0.1818	-0.1328	-0.0855
p-value	(0.0016)	(0.0219)	(0.033)
volatileAcidity;residualSugar	-0.0186	0.0628	0.0383
p-value	(0.7496)	(0.2802)	(0.3355)
volatileAcidity;chlorides	-0.0236	-0.0242	-0.0199
p-value	(0.6855)	(0.6769)	(0.6203)
volatileAcidity;freeSulfurDioxide	-0.1701	-0.1363	-0.0898
p-value	(0.0032)	(0.0186)	(0.0242)
volatileAcidity;totSulfurDioxide	-0.0397	0.0222	0.0154
p-value	(0.4945)	(0.7029)	(0.6985)
volatileAcidity;density	-0.003	0.066	0.0441
p-value	(0.9583)	(0.2561)	(0.2683)
volatileAcidity;pH	-0.0382	-0.1131	-0.0765
p-value	(0.5116)	(0.0511)	(0.0554)
volatileAcidity;sulphates	0.0442	0.0995	0.0688
p-value	(0.4476)	(0.0863)	(0.0866)
volatileAcidity;alcohol	-0.0447	-0.0957	-0.0695
p-value	(0.4424)	(0.0991)	(0.0834)
volatileAcidity;quality	-0.2005	-0.2846	-0.2252
p-value	(5e-04)	(0)	(0)
citricAcid;residualSugar	0.1842	0.1259	0.0816
p-value	(0.0014)	(0.0297)	(0.0398)
citricAcid;chlorides	0.0666	-0.0453	-0.0351
p-value	(0.252)	(0.4362)	(0.3796)
citricAcid;freeSulfurDioxide	0.1478	0.1357	0.0954
p-value	(0.0106)	(0.0191)	(0.0164)
citricAcid;totSulfurDioxide	0.0822	0.0394	0.026
p-value	(0.1571)	(0.498)	(0.5109)
citricAcid;density	0.1859	0.1322	0.0865
p-value	(0.0013)	(0.0225)	(0.0294)
citricAcid;pH	-0.3194	-0.3469	-0.2388
p-value	(0)	(0)	(0)
citricAcid;sulphates	0.064	0.0453	0.0302
p-value	(0.2711)	(0.4355)	(0.4508)
citricAcid;alcohol	-0.0476	-0.0592	-0.0319
p-value	(0.4126)	(0.3084)	(0.4257)
citricAcid;quality	0.0432	0.0761	0.0581
p-value	(0.4573)	(0.1903)	(0.1939)
residualSugar;chlorides	-0.0049	0.2185	0.1506
p-value	(0.9331)	(1e-04)	(1e-04)
residualSugar;freeSulfurDioxide	0.3962	0.442	0.2953
p-value	(0)	(0)	(0)
residualSugar;totSulfurDioxide	0.4747	0.5041	0.3376
p-value	(0)	(0)	(0)
residualSugar;density	0.9017	0.8934	0.731
p-value	(0)	(0)	(0)
residualSugar;pH	-0.3489	-0.3133	-0.219
p-value	(0)	(0)	(0)
residualSugar;sulphates	0.0136	0.0582	0.0396
p-value	(0.8151)	(0.3166)	(0.3187)
residualSugar;alcohol	-0.5774	-0.6028	-0.429
p-value	(0)	(0)	(0)
residualSugar;quality	-0.2942	-0.3099	-0.234
p-value	(0)	(0)	(0)
chlorides;freeSulfurDioxide	0.3148	0.2701	0.186
p-value	(0)	(0)	(0)
chlorides;totSulfurDioxide	0.2084	0.3752	0.2547
p-value	(3e-04)	(0)	(0)
chlorides;density	0.1378	0.4071	0.2793
p-value	(0.0173)	(0)	(0)
chlorides;pH	-0.2032	-0.1928	-0.1335
p-value	(4e-04)	(8e-04)	(8e-04)
chlorides;sulphates	-0.1253	-0.025	-0.0244
p-value	(0.0305)	(0.6671)	(0.5418)
chlorides;alcohol	-0.3202	-0.5259	-0.3759
p-value	(0)	(0)	(0)
chlorides;quality	-0.1466	-0.275	-0.2175
p-value	(0.0113)	(0)	(0)
freeSulfurDioxide;totSulfurDioxide	0.7119	0.7264	0.5347
p-value	(0)	(0)	(0)
freeSulfurDioxide;density	0.4241	0.4684	0.3064
p-value	(0)	(0)	(0)
freeSulfurDioxide;pH	-0.152	-0.1693	-0.1143
p-value	(0.0086)	(0.0034)	(0.0039)
freeSulfurDioxide;sulphates	0.0535	0.0851	0.0557
p-value	(0.3578)	(0.1427)	(0.1617)
freeSulfurDioxide;alcohol	-0.3842	-0.4362	-0.2874
p-value	(0)	(0)	(0)
freeSulfurDioxide;quality	-0.0192	-0.0561	-0.0464
p-value	(0.7412)	(0.3349)	(0.2962)
totSulfurDioxide;density	0.5609	0.5895	0.3993
p-value	(0)	(0)	(0)
totSulfurDioxide;pH	-0.1378	-0.1998	-0.1381
p-value	(0.0173)	(5e-04)	(5e-04)
totSulfurDioxide;sulphates	0.2491	0.2991	0.2087
p-value	(0)	(0)	(0)
totSulfurDioxide;alcohol	-0.4894	-0.4961	-0.3291
p-value	(0)	(0)	(0)
totSulfurDioxide;quality	-0.1699	-0.1707	-0.1347
p-value	(0.0033)	(0.0031)	(0.0023)
density;pH	-0.282	-0.3028	-0.2065
p-value	(0)	(0)	(0)
density;sulphates	0.1042	0.1337	0.0867
p-value	(0.0723)	(0.021)	(0.0291)
density;alcohol	-0.821	-0.8142	-0.6354
p-value	(0)	(0)	(0)
density;quality	-0.4118	-0.4093	-0.3231
p-value	(0)	(0)	(0)
pH;sulphates	0.1206	0.0636	0.046
p-value	(0.0375)	(0.2738)	(0.2483)
pH;alcohol	0.2481	0.3237	0.218
p-value	(0)	(0)	(0)
pH;quality	0.1745	0.2105	0.1659
p-value	(0.0025)	(3e-04)	(2e-04)
sulphates;alcohol	-0.003	-9e-04	0.007
p-value	(0.9595)	(0.9874)	(0.8621)
sulphates;quality	0.0876	0.0867	0.0682
p-value	(0.1315)	(0.1355)	(0.1278)
alcohol;quality	0.4496	0.3964	0.3145
p-value	(0)	(0)	(0)

Figure 1

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = pearson ;

Parameters (R input):

par1 = pearson ;

R code (references can be found in the software module):

panel.tau <- function(x, y, digits=2, prefix='', cex.cor)
{
usr <- par('usr'); on.exit(par(usr))
par(usr = c(0, 1, 0, 1))
rr <- cor.test(x, y, method=par1)
r <- round(rr$p.value,2)
txt <- format(c(r, 0.123456789), digits=digits)[1]
txt <- paste(prefix, txt, sep='')
if(missing(cex.cor)) cex <- 0.5/strwidth(txt)
text(0.5, 0.5, txt, cex = cex)
}
panel.hist <- function(x, ...)
{
usr <- par('usr'); on.exit(par(usr))
par(usr = c(usr[1:2], 0, 1.5) )
h <- hist(x, plot = FALSE)
breaks <- h$breaks; nB <- length(breaks)
y <- h$counts; y <- y/max(y)
rect(breaks[-nB], 0, breaks[-1], y, col='grey', ...)
}
bitmap(file='test1.png')
pairs(t(y),diag.panel=panel.hist, upper.panel=panel.smooth, lower.panel=panel.tau, main=main)
dev.off()
load(file='createtable')
n <- length(y[,1])
n
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,paste('Correlations for all pairs of data series (method=',par1,')',sep=''),n+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,' ',header=TRUE)
for (i in 1:n) {
a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
}
a<-table.row.end(a)
for (i in 1:n) {
a<-table.row.start(a)
a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
for (j in 1:n) {
r <- cor.test(y[i,],y[j,],method=par1)
a<-table.element(a,round(r$estimate,3))
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Correlations for all pairs of data series with p-values',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'pair',1,TRUE)
a<-table.element(a,'Pearson r',1,TRUE)
a<-table.element(a,'Spearman rho',1,TRUE)
a<-table.element(a,'Kendall tau',1,TRUE)
a<-table.row.end(a)
cor.test(y[1,],y[2,],method=par1)
for (i in 1:(n-1))
{
for (j in (i+1):n)
{
a<-table.row.start(a)
dum <- paste(dimnames(t(x))[[2]][i],';',dimnames(t(x))[[2]][j],sep='')
a<-table.element(a,dum,header=TRUE)
rp <- cor.test(y[i,],y[j,],method='pearson')
a<-table.element(a,round(rp$estimate,4))
rs <- cor.test(y[i,],y[j,],method='spearman')
a<-table.element(a,round(rs$estimate,4))
rk <- cor.test(y[i,],y[j,],method='kendall')
a<-table.element(a,round(rk$estimate,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-value',header=T)
a<-table.element(a,paste('(',round(rp$p.value,4),')',sep=''))
a<-table.element(a,paste('(',round(rs$p.value,4),')',sep=''))
a<-table.element(a,paste('(',round(rk$p.value,4),')',sep=''))
a<-table.row.end(a)
}
}
a<-table.end(a)
table.save(a,file='mytable1.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code