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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 07:51:59 -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/t132378077511ssicd2i2nbko1.htm/, Retrieved Thu, 02 May 2024 16:36:44 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=154378, Retrieved Thu, 02 May 2024 16:36:44 +0000

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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 18:04:16] [b98453cac15ba1066b407e146608df68]
- RMPD    [Kendall tau Correlation Matrix] [WS10 Kendall tau ...] [2011-12-13 12:51:59] [c98b04636162cea751932dfe577607eb] [Current]

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Dataseries X:

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7.4	0.7	0	1.9	0.076	11	34	0.9978	3.51	0.56	9.4	5
7.8	0.88	0	2.6	0.098	25	67	0.9968	3.2	0.68	9.8	5
7.8	0.76	0.04	2.3	0.092	15	54	0.997	3.26	0.65	9.8	5
11.2	0.28	0.56	1.9	0.075	17	60	0.998	3.16	0.58	9.8	6
7.4	0.7	0	1.9	0.076	11	34	0.9978	3.51	0.56	9.4	5
7.4	0.66	0	1.8	0.075	13	40	0.9978	3.51	0.56	9.4	5
7.9	0.6	0.06	1.6	0.069	15	59	0.9964	3.3	0.46	9.4	5
7.3	0.65	0	1.2	0.065	15	21	0.9946	3.39	0.47	10	7
7.8	0.58	0.02	2	0.073	9	18	0.9968	3.36	0.57	9.5	7
7.5	0.5	0.36	6.1	0.071	17	102	0.9978	3.35	0.8	10.5	5
6.7	0.58	0.08	1.8	0.097	15	65	0.9959	3.28	0.54	9.2	5
7.5	0.5	0.36	6.1	0.071	17	102	0.9978	3.35	0.8	10.5	5
5.6	0.615	0	1.6	0.089	16	59	0.9943	3.58	0.52	9.9	5
7.8	0.61	0.29	1.6	0.114	9	29	0.9974	3.26	1.56	9.1	5
8.9	0.62	0.18	3.8	0.176	52	145	0.9986	3.16	0.88	9.2	5
8.9	0.62	0.19	3.9	0.17	51	148	0.9986	3.17	0.93	9.2	5
8.5	0.28	0.56	1.8	0.092	35	103	0.9969	3.3	0.75	10.5	7
8.1	0.56	0.28	1.7	0.368	16	56	0.9968	3.11	1.28	9.3	5
7.4	0.59	0.08	4.4	0.086	6	29	0.9974	3.38	0.5	9	4
7.9	0.32	0.51	1.8	0.341	17	56	0.9969	3.04	1.08	9.2	6
8.9	0.22	0.48	1.8	0.077	29	60	0.9968	3.39	0.53	9.4	6
7.6	0.39	0.31	2.3	0.082	23	71	0.9982	3.52	0.65	9.7	5
7.9	0.43	0.21	1.6	0.106	10	37	0.9966	3.17	0.91	9.5	5
8.5	0.49	0.11	2.3	0.084	9	67	0.9968	3.17	0.53	9.4	5
6.9	0.4	0.14	2.4	0.085	21	40	0.9968	3.43	0.63	9.7	6
6.3	0.39	0.16	1.4	0.08	11	23	0.9955	3.34	0.56	9.3	5
7.6	0.41	0.24	1.8	0.08	4	11	0.9962	3.28	0.59	9.5	5
7.9	0.43	0.21	1.6	0.106	10	37	0.9966	3.17	0.91	9.5	5
7.1	0.71	0	1.9	0.08	14	35	0.9972	3.47	0.55	9.4	5
7.8	0.645	0	2	0.082	8	16	0.9964	3.38	0.59	9.8	6
6.7	0.675	0.07	2.4	0.089	17	82	0.9958	3.35	0.54	10.1	5
6.9	0.685	0	2.5	0.105	22	37	0.9966	3.46	0.57	10.6	6
8.3	0.655	0.12	2.3	0.083	15	113	0.9966	3.17	0.66	9.8	5
6.9	0.605	0.12	10.7	0.073	40	83	0.9993	3.45	0.52	9.4	6
5.2	0.32	0.25	1.8	0.103	13	50	0.9957	3.38	0.55	9.2	5
7.8	0.645	0	5.5	0.086	5	18	0.9986	3.4	0.55	9.6	6
7.8	0.6	0.14	2.4	0.086	3	15	0.9975	3.42	0.6	10.8	6
8.1	0.38	0.28	2.1	0.066	13	30	0.9968	3.23	0.73	9.7	7
5.7	1.13	0.09	1.5	0.172	7	19	0.994	3.5	0.48	9.8	4
7.3	0.45	0.36	5.9	0.074	12	87	0.9978	3.33	0.83	10.5	5
7.3	0.45	0.36	5.9	0.074	12	87	0.9978	3.33	0.83	10.5	5
8.8	0.61	0.3	2.8	0.088	17	46	0.9976	3.26	0.51	9.3	4
7.5	0.49	0.2	2.6	0.332	8	14	0.9968	3.21	0.9	10.5	6
8.1	0.66	0.22	2.2	0.069	9	23	0.9968	3.3	1.2	10.3	5
6.8	0.67	0.02	1.8	0.05	5	11	0.9962	3.48	0.52	9.5	5
4.6	0.52	0.15	2.1	0.054	8	65	0.9934	3.9	0.56	13.1	4
7.7	0.935	0.43	2.2	0.114	22	114	0.997	3.25	0.73	9.2	5
8.7	0.29	0.52	1.6	0.113	12	37	0.9969	3.25	0.58	9.5	5
6.4	0.4	0.23	1.6	0.066	5	12	0.9958	3.34	0.56	9.2	5
5.6	0.31	0.37	1.4	0.074	12	96	0.9954	3.32	0.58	9.2	5
8.8	0.66	0.26	1.7	0.074	4	23	0.9971	3.15	0.74	9.2	5
6.6	0.52	0.04	2.2	0.069	8	15	0.9956	3.4	0.63	9.4	6
6.6	0.5	0.04	2.1	0.068	6	14	0.9955	3.39	0.64	9.4	6
8.6	0.38	0.36	3	0.081	30	119	0.997	3.2	0.56	9.4	5
7.6	0.51	0.15	2.8	0.11	33	73	0.9955	3.17	0.63	10.2	6
7.7	0.62	0.04	3.8	0.084	25	45	0.9978	3.34	0.53	9.5	5
10.2	0.42	0.57	3.4	0.07	4	10	0.9971	3.04	0.63	9.6	5
7.5	0.63	0.12	5.1	0.111	50	110	0.9983	3.26	0.77	9.4	5
7.8	0.59	0.18	2.3	0.076	17	54	0.9975	3.43	0.59	10	5
7.3	0.39	0.31	2.4	0.074	9	46	0.9962	3.41	0.54	9.4	6
8.8	0.4	0.4	2.2	0.079	19	52	0.998	3.44	0.64	9.2	5
7.7	0.69	0.49	1.8	0.115	20	112	0.9968	3.21	0.71	9.3	5
7.5	0.52	0.16	1.9	0.085	12	35	0.9968	3.38	0.62	9.5	7
7	0.735	0.05	2	0.081	13	54	0.9966	3.39	0.57	9.8	5
7.2	0.725	0.05	4.65	0.086	4	11	0.9962	3.41	0.39	10.9	5
7.2	0.725	0.05	4.65	0.086	4	11	0.9962	3.41	0.39	10.9	5
7.5	0.52	0.11	1.5	0.079	11	39	0.9968	3.42	0.58	9.6	5
6.6	0.705	0.07	1.6	0.076	6	15	0.9962	3.44	0.58	10.7	5
9.3	0.32	0.57	2	0.074	27	65	0.9969	3.28	0.79	10.7	5
8	0.705	0.05	1.9	0.074	8	19	0.9962	3.34	0.95	10.5	6
7.7	0.63	0.08	1.9	0.076	15	27	0.9967	3.32	0.54	9.5	6
7.7	0.67	0.23	2.1	0.088	17	96	0.9962	3.32	0.48	9.5	5
7.7	0.69	0.22	1.9	0.084	18	94	0.9961	3.31	0.48	9.5	5
8.3	0.675	0.26	2.1	0.084	11	43	0.9976	3.31	0.53	9.2	4
9.7	0.32	0.54	2.5	0.094	28	83	0.9984	3.28	0.82	9.6	5
8.8	0.41	0.64	2.2	0.093	9	42	0.9986	3.54	0.66	10.5	5
8.8	0.41	0.64	2.2	0.093	9	42	0.9986	3.54	0.66	10.5	5
6.8	0.785	0	2.4	0.104	14	30	0.9966	3.52	0.55	10.7	6
6.7	0.75	0.12	2	0.086	12	80	0.9958	3.38	0.52	10.1	5
8.3	0.625	0.2	1.5	0.08	27	119	0.9972	3.16	1.12	9.1	4
6.2	0.45	0.2	1.6	0.069	3	15	0.9958	3.41	0.56	9.2	5
7.8	0.43	0.7	1.9	0.464	22	67	0.9974	3.13	1.28	9.4	5
7.4	0.5	0.47	2	0.086	21	73	0.997	3.36	0.57	9.1	5
7.3	0.67	0.26	1.8	0.401	16	51	0.9969	3.16	1.14	9.4	5
6.3	0.3	0.48	1.8	0.069	18	61	0.9959	3.44	0.78	10.3	6
6.9	0.55	0.15	2.2	0.076	19	40	0.9961	3.41	0.59	10.1	5
8.6	0.49	0.28	1.9	0.11	20	136	0.9972	2.93	1.95	9.9	6
7.7	0.49	0.26	1.9	0.062	9	31	0.9966	3.39	0.64	9.6	5
9.3	0.39	0.44	2.1	0.107	34	125	0.9978	3.14	1.22	9.5	5
7	0.62	0.08	1.8	0.076	8	24	0.9978	3.48	0.53	9	5
7.9	0.52	0.26	1.9	0.079	42	140	0.9964	3.23	0.54	9.5	5
8.6	0.49	0.28	1.9	0.11	20	136	0.9972	2.93	1.95	9.9	6
8.6	0.49	0.29	2	0.11	19	133	0.9972	2.93	1.98	9.8	5
7.7	0.49	0.26	1.9	0.062	9	31	0.9966	3.39	0.64	9.6	5
5	1.02	0.04	1.4	0.045	41	85	0.9938	3.75	0.48	10.5	4
4.7	0.6	0.17	2.3	0.058	17	106	0.9932	3.85	0.6	12.9	6
6.8	0.775	0	3	0.102	8	23	0.9965	3.45	0.56	10.7	5
7	0.5	0.25	2	0.07	3	22	0.9963	3.25	0.63	9.2	5
7.6	0.9	0.06	2.5	0.079	5	10	0.9967	3.39	0.56	9.8	5
8.1	0.545	0.18	1.9	0.08	13	35	0.9972	3.3	0.59	9	6
8.3	0.61	0.3	2.1	0.084	11	50	0.9972	3.4	0.61	10.2	6
7.8	0.5	0.3	1.9	0.075	8	22	0.9959	3.31	0.56	10.4	6
8.1	0.545	0.18	1.9	0.08	13	35	0.9972	3.3	0.59	9	6
8.1	0.575	0.22	2.1	0.077	12	65	0.9967	3.29	0.51	9.2	5
7.2	0.49	0.24	2.2	0.07	5	36	0.996	3.33	0.48	9.4	5
8.1	0.575	0.22	2.1	0.077	12	65	0.9967	3.29	0.51	9.2	5
7.8	0.41	0.68	1.7	0.467	18	69	0.9973	3.08	1.31	9.3	5
6.2	0.63	0.31	1.7	0.088	15	64	0.9969	3.46	0.79	9.3	5
8	0.33	0.53	2.5	0.091	18	80	0.9976	3.37	0.8	9.6	6
8.1	0.785	0.52	2	0.122	37	153	0.9969	3.21	0.69	9.3	5
7.8	0.56	0.19	1.8	0.104	12	47	0.9964	3.19	0.93	9.5	5
8.4	0.62	0.09	2.2	0.084	11	108	0.9964	3.15	0.66	9.8	5
8.4	0.6	0.1	2.2	0.085	14	111	0.9964	3.15	0.66	9.8	5
10.1	0.31	0.44	2.3	0.08	22	46	0.9988	3.32	0.67	9.7	6
7.8	0.56	0.19	1.8	0.104	12	47	0.9964	3.19	0.93	9.5	5
9.4	0.4	0.31	2.2	0.09	13	62	0.9966	3.07	0.63	10.5	6
8.3	0.54	0.28	1.9	0.077	11	40	0.9978	3.39	0.61	10	6
7.8	0.56	0.12	2	0.082	7	28	0.997	3.37	0.5	9.4	6
8.8	0.55	0.04	2.2	0.119	14	56	0.9962	3.21	0.6	10.9	6
7	0.69	0.08	1.8	0.097	22	89	0.9959	3.34	0.54	9.2	6
7.3	1.07	0.09	1.7	0.178	10	89	0.9962	3.3	0.57	9	5
8.8	0.55	0.04	2.2	0.119	14	56	0.9962	3.21	0.6	10.9	6
7.3	0.695	0	2.5	0.075	3	13	0.998	3.49	0.52	9.2	5
8	0.71	0	2.6	0.08	11	34	0.9976	3.44	0.53	9.5	5
7.8	0.5	0.17	1.6	0.082	21	102	0.996	3.39	0.48	9.5	5
9	0.62	0.04	1.9	0.146	27	90	0.9984	3.16	0.7	9.4	5
8.2	1.33	0	1.7	0.081	3	12	0.9964	3.53	0.49	10.9	5
8.1	1.33	0	1.8	0.082	3	12	0.9964	3.54	0.48	10.9	5
8	0.59	0.16	1.8	0.065	3	16	0.9962	3.42	0.92	10.5	7
6.1	0.38	0.15	1.8	0.072	6	19	0.9955	3.42	0.57	9.4	5
8	0.745	0.56	2	0.118	30	134	0.9968	3.24	0.66	9.4	5
5.6	0.5	0.09	2.3	0.049	17	99	0.9937	3.63	0.63	13	5
5.6	0.5	0.09	2.3	0.049	17	99	0.9937	3.63	0.63	13	5
6.6	0.5	0.01	1.5	0.06	17	26	0.9952	3.4	0.58	9.8	6
7.9	1.04	0.05	2.2	0.084	13	29	0.9959	3.22	0.55	9.9	6
8.4	0.745	0.11	1.9	0.09	16	63	0.9965	3.19	0.82	9.6	5
8.3	0.715	0.15	1.8	0.089	10	52	0.9968	3.23	0.77	9.5	5
7.2	0.415	0.36	2	0.081	13	45	0.9972	3.48	0.64	9.2	5
7.8	0.56	0.19	2.1	0.081	15	105	0.9962	3.33	0.54	9.5	5
7.8	0.56	0.19	2	0.081	17	108	0.9962	3.32	0.54	9.5	5
8.4	0.745	0.11	1.9	0.09	16	63	0.9965	3.19	0.82	9.6	5
8.3	0.715	0.15	1.8	0.089	10	52	0.9968	3.23	0.77	9.5	5
5.2	0.34	0	1.8	0.05	27	63	0.9916	3.68	0.79	14	6
6.3	0.39	0.08	1.7	0.066	3	20	0.9954	3.34	0.58	9.4	5
5.2	0.34	0	1.8	0.05	27	63	0.9916	3.68	0.79	14	6
8.1	0.67	0.55	1.8	0.117	32	141	0.9968	3.17	0.62	9.4	5
5.8	0.68	0.02	1.8	0.087	21	94	0.9944	3.54	0.52	10	5
7.6	0.49	0.26	1.6	0.236	10	88	0.9968	3.11	0.8	9.3	5
6.9	0.49	0.1	2.3	0.074	12	30	0.9959	3.42	0.58	10.2	6
8.2	0.4	0.44	2.8	0.089	11	43	0.9975	3.53	0.61	10.5	6
7.3	0.33	0.47	2.1	0.077	5	11	0.9958	3.33	0.53	10.3	6
9.2	0.52	1	3.4	0.61	32	69	0.9996	2.74	2	9.4	4
7.5	0.6	0.03	1.8	0.095	25	99	0.995	3.35	0.54	10.1	5
7.5	0.6	0.03	1.8	0.095	25	99	0.995	3.35	0.54	10.1	5
7.1	0.43	0.42	5.5	0.07	29	129	0.9973	3.42	0.72	10.5	5
7.1	0.43	0.42	5.5	0.071	28	128	0.9973	3.42	0.71	10.5	5
7.1	0.43	0.42	5.5	0.07	29	129	0.9973	3.42	0.72	10.5	5
7.1	0.43	0.42	5.5	0.071	28	128	0.9973	3.42	0.71	10.5	5
7.1	0.68	0	2.2	0.073	12	22	0.9969	3.48	0.5	9.3	5
6.8	0.6	0.18	1.9	0.079	18	86	0.9968	3.59	0.57	9.3	6
7.6	0.95	0.03	2	0.09	7	20	0.9959	3.2	0.56	9.6	5
7.6	0.68	0.02	1.3	0.072	9	20	0.9965	3.17	1.08	9.2	4
7.8	0.53	0.04	1.7	0.076	17	31	0.9964	3.33	0.56	10	6
7.4	0.6	0.26	7.3	0.07	36	121	0.9982	3.37	0.49	9.4	5
7.3	0.59	0.26	7.2	0.07	35	121	0.9981	3.37	0.49	9.4	5
7.8	0.63	0.48	1.7	0.1	14	96	0.9961	3.19	0.62	9.5	5
6.8	0.64	0.1	2.1	0.085	18	101	0.9956	3.34	0.52	10.2	5
7.3	0.55	0.03	1.6	0.072	17	42	0.9956	3.37	0.48	9	4
6.8	0.63	0.07	2.1	0.089	11	44	0.9953	3.47	0.55	10.4	6
7.5	0.705	0.24	1.8	0.36	15	63	0.9964	3	1.59	9.5	5
7.9	0.885	0.03	1.8	0.058	4	8	0.9972	3.36	0.33	9.1	4
8	0.42	0.17	2	0.073	6	18	0.9972	3.29	0.61	9.2	6
8	0.42	0.17	2	0.073	6	18	0.9972	3.29	0.61	9.2	6
7.4	0.62	0.05	1.9	0.068	24	42	0.9961	3.42	0.57	11.5	6
7.3	0.38	0.21	2	0.08	7	35	0.9961	3.33	0.47	9.5	5
6.9	0.5	0.04	1.5	0.085	19	49	0.9958	3.35	0.78	9.5	5
7.3	0.38	0.21	2	0.08	7	35	0.9961	3.33	0.47	9.5	5
7.5	0.52	0.42	2.3	0.087	8	38	0.9972	3.58	0.61	10.5	6
7	0.805	0	2.5	0.068	7	20	0.9969	3.48	0.56	9.6	5
8.8	0.61	0.14	2.4	0.067	10	42	0.9969	3.19	0.59	9.5	5
8.8	0.61	0.14	2.4	0.067	10	42	0.9969	3.19	0.59	9.5	5
8.9	0.61	0.49	2	0.27	23	110	0.9972	3.12	1.02	9.3	5
7.2	0.73	0.02	2.5	0.076	16	42	0.9972	3.44	0.52	9.3	5
6.8	0.61	0.2	1.8	0.077	11	65	0.9971	3.54	0.58	9.3	5
6.7	0.62	0.21	1.9	0.079	8	62	0.997	3.52	0.58	9.3	6
8.9	0.31	0.57	2	0.111	26	85	0.9971	3.26	0.53	9.7	5
7.4	0.39	0.48	2	0.082	14	67	0.9972	3.34	0.55	9.2	5
7.7	0.705	0.1	2.6	0.084	9	26	0.9976	3.39	0.49	9.7	5
7.9	0.5	0.33	2	0.084	15	143	0.9968	3.2	0.55	9.5	5
7.9	0.49	0.32	1.9	0.082	17	144	0.9968	3.2	0.55	9.5	5
8.2	0.5	0.35	2.9	0.077	21	127	0.9976	3.23	0.62	9.4	5
6.4	0.37	0.25	1.9	0.074	21	49	0.9974	3.57	0.62	9.8	6
6.8	0.63	0.12	3.8	0.099	16	126	0.9969	3.28	0.61	9.5	5
7.6	0.55	0.21	2.2	0.071	7	28	0.9964	3.28	0.55	9.7	5
7.6	0.55	0.21	2.2	0.071	7	28	0.9964	3.28	0.55	9.7	5
7.8	0.59	0.33	2	0.074	24	120	0.9968	3.25	0.54	9.4	5
7.3	0.58	0.3	2.4	0.074	15	55	0.9968	3.46	0.59	10.2	5
11.5	0.3	0.6	2	0.067	12	27	0.9981	3.11	0.97	10.1	6
5.4	0.835	0.08	1.2	0.046	13	93	0.9924	3.57	0.85	13	7
6.9	1.09	0.06	2.1	0.061	12	31	0.9948	3.51	0.43	11.4	4

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	5 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 & 5 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154378&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]5 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=154378&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154378&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	5 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

Correlations for all pairs of data series (method=kendall)
	fixedacidity	volatileacidity	citricacid	residualsugar	chlorides	freesulfurdioxide	totalsulfurdioxide	density	pH	sulphates	alcohol	quality
fixedacidity	1	-0.075	0.262	0.084	0.25	0.08	0.095	0.376	-0.483	0.2	-0.071	0.02
volatileacidity	-0.075	1	-0.43	-0.001	0.105	-0.083	-0.064	-0.074	0.076	-0.184	-0.007	-0.206
citricacid	0.262	-0.43	1	0.066	0.117	0.18	0.269	0.288	-0.26	0.28	-0.088	-0.022
residualsugar	0.084	-0.001	0.066	1	-0.015	0.083	0.093	0.306	0.034	-0.017	0.181	0.018
chlorides	0.25	0.105	0.117	-0.015	1	0.171	0.208	0.128	-0.327	0.165	-0.102	-0.065
freesulfurdioxide	0.08	-0.083	0.18	0.083	0.171	1	0.609	0.132	-0.115	0.153	0.016	-0.01
totalsulfurdioxide	0.095	-0.064	0.269	0.093	0.208	0.609	1	0.107	-0.18	0.179	-0.017	-0.137
density	0.376	-0.074	0.288	0.306	0.128	0.132	0.107	1	-0.124	0.198	-0.197	-0.05
pH	-0.483	0.076	-0.26	0.034	-0.327	-0.115	-0.18	-0.124	1	-0.288	0.22	0.087
sulphates	0.2	-0.184	0.28	-0.017	0.165	0.153	0.179	0.198	-0.288	1	0.055	0.116
alcohol	-0.071	-0.007	-0.088	0.181	-0.102	0.016	-0.017	-0.197	0.22	0.055	1	0.235
quality	0.02	-0.206	-0.022	0.018	-0.065	-0.01	-0.137	-0.05	0.087	0.116	0.235	1

\begin{tabular}{lllllllll}
\hline
Correlations for all pairs of data series (method=kendall) \tabularnewline
  & fixedacidity & volatileacidity & citricacid & residualsugar & chlorides & freesulfurdioxide & totalsulfurdioxide & density & pH & sulphates & alcohol & quality \tabularnewline
fixedacidity & 1 & -0.075 & 0.262 & 0.084 & 0.25 & 0.08 & 0.095 & 0.376 & -0.483 & 0.2 & -0.071 & 0.02 \tabularnewline
volatileacidity & -0.075 & 1 & -0.43 & -0.001 & 0.105 & -0.083 & -0.064 & -0.074 & 0.076 & -0.184 & -0.007 & -0.206 \tabularnewline
citricacid & 0.262 & -0.43 & 1 & 0.066 & 0.117 & 0.18 & 0.269 & 0.288 & -0.26 & 0.28 & -0.088 & -0.022 \tabularnewline
residualsugar & 0.084 & -0.001 & 0.066 & 1 & -0.015 & 0.083 & 0.093 & 0.306 & 0.034 & -0.017 & 0.181 & 0.018 \tabularnewline
chlorides & 0.25 & 0.105 & 0.117 & -0.015 & 1 & 0.171 & 0.208 & 0.128 & -0.327 & 0.165 & -0.102 & -0.065 \tabularnewline
freesulfurdioxide & 0.08 & -0.083 & 0.18 & 0.083 & 0.171 & 1 & 0.609 & 0.132 & -0.115 & 0.153 & 0.016 & -0.01 \tabularnewline
totalsulfurdioxide & 0.095 & -0.064 & 0.269 & 0.093 & 0.208 & 0.609 & 1 & 0.107 & -0.18 & 0.179 & -0.017 & -0.137 \tabularnewline
density & 0.376 & -0.074 & 0.288 & 0.306 & 0.128 & 0.132 & 0.107 & 1 & -0.124 & 0.198 & -0.197 & -0.05 \tabularnewline
pH & -0.483 & 0.076 & -0.26 & 0.034 & -0.327 & -0.115 & -0.18 & -0.124 & 1 & -0.288 & 0.22 & 0.087 \tabularnewline
sulphates & 0.2 & -0.184 & 0.28 & -0.017 & 0.165 & 0.153 & 0.179 & 0.198 & -0.288 & 1 & 0.055 & 0.116 \tabularnewline
alcohol & -0.071 & -0.007 & -0.088 & 0.181 & -0.102 & 0.016 & -0.017 & -0.197 & 0.22 & 0.055 & 1 & 0.235 \tabularnewline
quality & 0.02 & -0.206 & -0.022 & 0.018 & -0.065 & -0.01 & -0.137 & -0.05 & 0.087 & 0.116 & 0.235 & 1 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154378&T=1

[TABLE]
[ROW][C]Correlations for all pairs of data series (method=kendall)[/C][/ROW]
[ROW][C] [/C][C]fixedacidity[/C][C]volatileacidity[/C][C]citricacid[/C][C]residualsugar[/C][C]chlorides[/C][C]freesulfurdioxide[/C][C]totalsulfurdioxide[/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]-0.075[/C][C]0.262[/C][C]0.084[/C][C]0.25[/C][C]0.08[/C][C]0.095[/C][C]0.376[/C][C]-0.483[/C][C]0.2[/C][C]-0.071[/C][C]0.02[/C][/ROW]
[ROW][C]volatileacidity[/C][C]-0.075[/C][C]1[/C][C]-0.43[/C][C]-0.001[/C][C]0.105[/C][C]-0.083[/C][C]-0.064[/C][C]-0.074[/C][C]0.076[/C][C]-0.184[/C][C]-0.007[/C][C]-0.206[/C][/ROW]
[ROW][C]citricacid[/C][C]0.262[/C][C]-0.43[/C][C]1[/C][C]0.066[/C][C]0.117[/C][C]0.18[/C][C]0.269[/C][C]0.288[/C][C]-0.26[/C][C]0.28[/C][C]-0.088[/C][C]-0.022[/C][/ROW]
[ROW][C]residualsugar[/C][C]0.084[/C][C]-0.001[/C][C]0.066[/C][C]1[/C][C]-0.015[/C][C]0.083[/C][C]0.093[/C][C]0.306[/C][C]0.034[/C][C]-0.017[/C][C]0.181[/C][C]0.018[/C][/ROW]
[ROW][C]chlorides[/C][C]0.25[/C][C]0.105[/C][C]0.117[/C][C]-0.015[/C][C]1[/C][C]0.171[/C][C]0.208[/C][C]0.128[/C][C]-0.327[/C][C]0.165[/C][C]-0.102[/C][C]-0.065[/C][/ROW]
[ROW][C]freesulfurdioxide[/C][C]0.08[/C][C]-0.083[/C][C]0.18[/C][C]0.083[/C][C]0.171[/C][C]1[/C][C]0.609[/C][C]0.132[/C][C]-0.115[/C][C]0.153[/C][C]0.016[/C][C]-0.01[/C][/ROW]
[ROW][C]totalsulfurdioxide[/C][C]0.095[/C][C]-0.064[/C][C]0.269[/C][C]0.093[/C][C]0.208[/C][C]0.609[/C][C]1[/C][C]0.107[/C][C]-0.18[/C][C]0.179[/C][C]-0.017[/C][C]-0.137[/C][/ROW]
[ROW][C]density[/C][C]0.376[/C][C]-0.074[/C][C]0.288[/C][C]0.306[/C][C]0.128[/C][C]0.132[/C][C]0.107[/C][C]1[/C][C]-0.124[/C][C]0.198[/C][C]-0.197[/C][C]-0.05[/C][/ROW]
[ROW][C]pH[/C][C]-0.483[/C][C]0.076[/C][C]-0.26[/C][C]0.034[/C][C]-0.327[/C][C]-0.115[/C][C]-0.18[/C][C]-0.124[/C][C]1[/C][C]-0.288[/C][C]0.22[/C][C]0.087[/C][/ROW]
[ROW][C]sulphates[/C][C]0.2[/C][C]-0.184[/C][C]0.28[/C][C]-0.017[/C][C]0.165[/C][C]0.153[/C][C]0.179[/C][C]0.198[/C][C]-0.288[/C][C]1[/C][C]0.055[/C][C]0.116[/C][/ROW]
[ROW][C]alcohol[/C][C]-0.071[/C][C]-0.007[/C][C]-0.088[/C][C]0.181[/C][C]-0.102[/C][C]0.016[/C][C]-0.017[/C][C]-0.197[/C][C]0.22[/C][C]0.055[/C][C]1[/C][C]0.235[/C][/ROW]
[ROW][C]quality[/C][C]0.02[/C][C]-0.206[/C][C]-0.022[/C][C]0.018[/C][C]-0.065[/C][C]-0.01[/C][C]-0.137[/C][C]-0.05[/C][C]0.087[/C][C]0.116[/C][C]0.235[/C][C]1[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=154378&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154378&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=kendall)
	fixedacidity	volatileacidity	citricacid	residualsugar	chlorides	freesulfurdioxide	totalsulfurdioxide	density	pH	sulphates	alcohol	quality
fixedacidity	1	-0.075	0.262	0.084	0.25	0.08	0.095	0.376	-0.483	0.2	-0.071	0.02
volatileacidity	-0.075	1	-0.43	-0.001	0.105	-0.083	-0.064	-0.074	0.076	-0.184	-0.007	-0.206
citricacid	0.262	-0.43	1	0.066	0.117	0.18	0.269	0.288	-0.26	0.28	-0.088	-0.022
residualsugar	0.084	-0.001	0.066	1	-0.015	0.083	0.093	0.306	0.034	-0.017	0.181	0.018
chlorides	0.25	0.105	0.117	-0.015	1	0.171	0.208	0.128	-0.327	0.165	-0.102	-0.065
freesulfurdioxide	0.08	-0.083	0.18	0.083	0.171	1	0.609	0.132	-0.115	0.153	0.016	-0.01
totalsulfurdioxide	0.095	-0.064	0.269	0.093	0.208	0.609	1	0.107	-0.18	0.179	-0.017	-0.137
density	0.376	-0.074	0.288	0.306	0.128	0.132	0.107	1	-0.124	0.198	-0.197	-0.05
pH	-0.483	0.076	-0.26	0.034	-0.327	-0.115	-0.18	-0.124	1	-0.288	0.22	0.087
sulphates	0.2	-0.184	0.28	-0.017	0.165	0.153	0.179	0.198	-0.288	1	0.055	0.116
alcohol	-0.071	-0.007	-0.088	0.181	-0.102	0.016	-0.017	-0.197	0.22	0.055	1	0.235
quality	0.02	-0.206	-0.022	0.018	-0.065	-0.01	-0.137	-0.05	0.087	0.116	0.235	1

Correlations for all pairs of data series with p-values
pair	Pearson r	Spearman rho	Kendall tau
fixedacidity;volatileacidity	-0.1493	-0.1097	-0.0755
p-value	(0.0348)	(0.1219)	(0.1222)
fixedacidity;citricacid	0.4307	0.3814	0.262
p-value	(0)	(0)	(0)
fixedacidity;residualsugar	0.0063	0.1127	0.0844
p-value	(0.9297)	(0.1121)	(0.0919)
fixedacidity;chlorides	0.1679	0.3414	0.2499
p-value	(0.0175)	(0)	(0)
fixedacidity;freesulfurdioxide	0.1051	0.1129	0.0801
p-value	(0.1386)	(0.1114)	(0.1037)
fixedacidity;totalsulfurdioxide	0.0698	0.1374	0.0953
p-value	(0.3262)	(0.0523)	(0.0499)
fixedacidity;density	0.6556	0.5012	0.3758
p-value	(0)	(0)	(0)
fixedacidity;pH	-0.6577	-0.6405	-0.4833
p-value	(0)	(0)	(0)
fixedacidity;sulphates	0.2573	0.3004	0.1995
p-value	(2e-04)	(0)	(0)
fixedacidity;alcohol	-0.3598	-0.1025	-0.0713
p-value	(0)	(0.1485)	(0.1546)
fixedacidity;quality	0.0513	0.0254	0.0204
p-value	(0.4709)	(0.7212)	(0.7198)
volatileacidity;citricacid	-0.5127	-0.5799	-0.4299
p-value	(0)	(0)	(0)
volatileacidity;residualsugar	-0.0493	-0.0076	-0.0014
p-value	(0.4878)	(0.9153)	(0.978)
volatileacidity;chlorides	-0.0161	0.1464	0.1047
p-value	(0.8215)	(0.0386)	(0.0308)
volatileacidity;freesulfurdioxide	-0.1203	-0.1171	-0.0834
p-value	(0.0897)	(0.0986)	(0.0879)
volatileacidity;totalsulfurdioxide	-0.0998	-0.0922	-0.064
p-value	(0.1599)	(0.1939)	(0.1845)
volatileacidity;density	-0.1283	-0.1077	-0.0737
p-value	(0.0702)	(0.1292)	(0.1321)
volatileacidity;pH	0.1407	0.1086	0.0762
p-value	(0.0469)	(0.1257)	(0.1162)
volatileacidity;sulphates	-0.164	-0.2567	-0.1835
p-value	(0.0203)	(2e-04)	(2e-04)
volatileacidity;alcohol	0.0203	-0.0072	-0.0066
p-value	(0.7749)	(0.9196)	(0.8952)
volatileacidity;quality	-0.2593	-0.2562	-0.2055
p-value	(2e-04)	(3e-04)	(3e-04)
citricacid;residualsugar	0.0917	0.0984	0.0665
p-value	(0.1964)	(0.1658)	(0.1821)
citricacid;chlorides	0.3869	0.1771	0.117
p-value	(0)	(0.0121)	(0.0161)
citricacid;freesulfurdioxide	0.2602	0.2572	0.1797
p-value	(2e-04)	(2e-04)	(2e-04)
citricacid;totalsulfurdioxide	0.3348	0.3942	0.2686
p-value	(0)	(0)	(0)
citricacid;density	0.404	0.392	0.2879
p-value	(0)	(0)	(0)
citricacid;pH	-0.3682	-0.3673	-0.2601
p-value	(0)	(0)	(0)
citricacid;sulphates	0.3688	0.403	0.2798
p-value	(0)	(0)	(0)
citricacid;alcohol	-0.1454	-0.1333	-0.0878
p-value	(0.04)	(0.0599)	(0.0784)
citricacid;quality	-0.0383	-0.0284	-0.0225
p-value	(0.5905)	(0.6894)	(0.6918)
residualsugar;chlorides	-0.0472	-0.0255	-0.0152
p-value	(0.5069)	(0.7199)	(0.7597)
residualsugar;freesulfurdioxide	0.325	0.1182	0.0833
p-value	(0)	(0.0956)	(0.0961)
residualsugar;totalsulfurdioxide	0.2588	0.1379	0.0929
p-value	(2e-04)	(0.0515)	(0.0604)
residualsugar;density	0.3968	0.4205	0.3063
p-value	(0)	(0)	(0)
residualsugar;pH	0.04	0.052	0.0341
p-value	(0.5743)	(0.4642)	(0.4933)
residualsugar;sulphates	-0.0453	-0.027	-0.017
p-value	(0.5239)	(0.7045)	(0.7323)
residualsugar;alcohol	0.0642	0.2477	0.1807
p-value	(0.3667)	(4e-04)	(4e-04)
residualsugar;quality	-0.0588	0.0207	0.0175
p-value	(0.408)	(0.7706)	(0.762)
chlorides;freesulfurdioxide	0.163	0.2392	0.1705
p-value	(0.0211)	(6e-04)	(5e-04)
chlorides;totalsulfurdioxide	0.0945	0.2963	0.2078
p-value	(0.1834)	(0)	(0)
chlorides;density	0.2171	0.1843	0.1283
p-value	(0.002)	(0.009)	(0.0088)
chlorides;pH	-0.491	-0.4581	-0.3272
p-value	(0)	(0)	(0)
chlorides;sulphates	0.5655	0.2408	0.1648
p-value	(0)	(6e-04)	(7e-04)
chlorides;alcohol	-0.1818	-0.1471	-0.1016
p-value	(0.01)	(0.0377)	(0.0412)
chlorides;quality	-0.1178	-0.0784	-0.0652
p-value	(0.0967)	(0.2701)	(0.2487)
freesulfurdioxide;totalsulfurdioxide	0.7254	0.7901	0.6087
p-value	(0)	(0)	(0)
freesulfurdioxide;density	0.1538	0.1852	0.1324
p-value	(0.0297)	(0.0087)	(0.0073)
freesulfurdioxide;pH	-0.146	-0.1633	-0.1146
p-value	(0.0392)	(0.0209)	(0.0191)
freesulfurdioxide;sulphates	0.1912	0.2227	0.1533
p-value	(0.0067)	(0.0015)	(0.0018)
freesulfurdioxide;alcohol	0.0199	0.0231	0.0157
p-value	(0.7798)	(0.7454)	(0.7538)
freesulfurdioxide;quality	-0.0481	-0.0117	-0.01
p-value	(0.499)	(0.8698)	(0.8607)
totalsulfurdioxide;density	0.0746	0.1541	0.1075
p-value	(0.2939)	(0.0294)	(0.0274)
totalsulfurdioxide;pH	-0.2405	-0.2724	-0.1798
p-value	(6e-04)	(1e-04)	(2e-04)
totalsulfurdioxide;sulphates	0.2465	0.2524	0.1789
p-value	(4e-04)	(3e-04)	(2e-04)
totalsulfurdioxide;alcohol	0.0288	-0.0224	-0.0174
p-value	(0.6861)	(0.7534)	(0.726)
totalsulfurdioxide;quality	-0.1597	-0.1724	-0.1369
p-value	(0.0239)	(0.0146)	(0.0149)
density;pH	-0.4014	-0.1597	-0.1236
p-value	(0)	(0.0239)	(0.0116)
density;sulphates	0.2017	0.2833	0.1976
p-value	(0.0042)	(0)	(1e-04)
density;alcohol	-0.5808	-0.2626	-0.1969
p-value	(0)	(2e-04)	(1e-04)
density;quality	-0.0886	-0.0623	-0.0502
p-value	(0.212)	(0.3805)	(0.3792)
pH;sulphates	-0.5634	-0.4083	-0.288
p-value	(0)	(0)	(0)
pH;alcohol	0.4906	0.3105	0.2201
p-value	(0)	(0)	(0)
pH;quality	0.0795	0.1106	0.0872
p-value	(0.2631)	(0.1189)	(0.1233)
sulphates;alcohol	-0.0213	0.0769	0.0545
p-value	(0.765)	(0.279)	(0.2746)
sulphates;quality	0.0087	0.143	0.1161
p-value	(0.9029)	(0.0434)	(0.0406)
alcohol;quality	0.2218	0.2802	0.2351
p-value	(0.0016)	(1e-04)	(1e-04)

\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 & -0.1493 & -0.1097 & -0.0755 \tabularnewline
p-value & (0.0348) & (0.1219) & (0.1222) \tabularnewline
fixedacidity;citricacid & 0.4307 & 0.3814 & 0.262 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;residualsugar & 0.0063 & 0.1127 & 0.0844 \tabularnewline
p-value & (0.9297) & (0.1121) & (0.0919) \tabularnewline
fixedacidity;chlorides & 0.1679 & 0.3414 & 0.2499 \tabularnewline
p-value & (0.0175) & (0) & (0) \tabularnewline
fixedacidity;freesulfurdioxide & 0.1051 & 0.1129 & 0.0801 \tabularnewline
p-value & (0.1386) & (0.1114) & (0.1037) \tabularnewline
fixedacidity;totalsulfurdioxide & 0.0698 & 0.1374 & 0.0953 \tabularnewline
p-value & (0.3262) & (0.0523) & (0.0499) \tabularnewline
fixedacidity;density & 0.6556 & 0.5012 & 0.3758 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;pH & -0.6577 & -0.6405 & -0.4833 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;sulphates & 0.2573 & 0.3004 & 0.1995 \tabularnewline
p-value & (2e-04) & (0) & (0) \tabularnewline
fixedacidity;alcohol & -0.3598 & -0.1025 & -0.0713 \tabularnewline
p-value & (0) & (0.1485) & (0.1546) \tabularnewline
fixedacidity;quality & 0.0513 & 0.0254 & 0.0204 \tabularnewline
p-value & (0.4709) & (0.7212) & (0.7198) \tabularnewline
volatileacidity;citricacid & -0.5127 & -0.5799 & -0.4299 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
volatileacidity;residualsugar & -0.0493 & -0.0076 & -0.0014 \tabularnewline
p-value & (0.4878) & (0.9153) & (0.978) \tabularnewline
volatileacidity;chlorides & -0.0161 & 0.1464 & 0.1047 \tabularnewline
p-value & (0.8215) & (0.0386) & (0.0308) \tabularnewline
volatileacidity;freesulfurdioxide & -0.1203 & -0.1171 & -0.0834 \tabularnewline
p-value & (0.0897) & (0.0986) & (0.0879) \tabularnewline
volatileacidity;totalsulfurdioxide & -0.0998 & -0.0922 & -0.064 \tabularnewline
p-value & (0.1599) & (0.1939) & (0.1845) \tabularnewline
volatileacidity;density & -0.1283 & -0.1077 & -0.0737 \tabularnewline
p-value & (0.0702) & (0.1292) & (0.1321) \tabularnewline
volatileacidity;pH & 0.1407 & 0.1086 & 0.0762 \tabularnewline
p-value & (0.0469) & (0.1257) & (0.1162) \tabularnewline
volatileacidity;sulphates & -0.164 & -0.2567 & -0.1835 \tabularnewline
p-value & (0.0203) & (2e-04) & (2e-04) \tabularnewline
volatileacidity;alcohol & 0.0203 & -0.0072 & -0.0066 \tabularnewline
p-value & (0.7749) & (0.9196) & (0.8952) \tabularnewline
volatileacidity;quality & -0.2593 & -0.2562 & -0.2055 \tabularnewline
p-value & (2e-04) & (3e-04) & (3e-04) \tabularnewline
citricacid;residualsugar & 0.0917 & 0.0984 & 0.0665 \tabularnewline
p-value & (0.1964) & (0.1658) & (0.1821) \tabularnewline
citricacid;chlorides & 0.3869 & 0.1771 & 0.117 \tabularnewline
p-value & (0) & (0.0121) & (0.0161) \tabularnewline
citricacid;freesulfurdioxide & 0.2602 & 0.2572 & 0.1797 \tabularnewline
p-value & (2e-04) & (2e-04) & (2e-04) \tabularnewline
citricacid;totalsulfurdioxide & 0.3348 & 0.3942 & 0.2686 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricacid;density & 0.404 & 0.392 & 0.2879 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricacid;pH & -0.3682 & -0.3673 & -0.2601 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricacid;sulphates & 0.3688 & 0.403 & 0.2798 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricacid;alcohol & -0.1454 & -0.1333 & -0.0878 \tabularnewline
p-value & (0.04) & (0.0599) & (0.0784) \tabularnewline
citricacid;quality & -0.0383 & -0.0284 & -0.0225 \tabularnewline
p-value & (0.5905) & (0.6894) & (0.6918) \tabularnewline
residualsugar;chlorides & -0.0472 & -0.0255 & -0.0152 \tabularnewline
p-value & (0.5069) & (0.7199) & (0.7597) \tabularnewline
residualsugar;freesulfurdioxide & 0.325 & 0.1182 & 0.0833 \tabularnewline
p-value & (0) & (0.0956) & (0.0961) \tabularnewline
residualsugar;totalsulfurdioxide & 0.2588 & 0.1379 & 0.0929 \tabularnewline
p-value & (2e-04) & (0.0515) & (0.0604) \tabularnewline
residualsugar;density & 0.3968 & 0.4205 & 0.3063 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
residualsugar;pH & 0.04 & 0.052 & 0.0341 \tabularnewline
p-value & (0.5743) & (0.4642) & (0.4933) \tabularnewline
residualsugar;sulphates & -0.0453 & -0.027 & -0.017 \tabularnewline
p-value & (0.5239) & (0.7045) & (0.7323) \tabularnewline
residualsugar;alcohol & 0.0642 & 0.2477 & 0.1807 \tabularnewline
p-value & (0.3667) & (4e-04) & (4e-04) \tabularnewline
residualsugar;quality & -0.0588 & 0.0207 & 0.0175 \tabularnewline
p-value & (0.408) & (0.7706) & (0.762) \tabularnewline
chlorides;freesulfurdioxide & 0.163 & 0.2392 & 0.1705 \tabularnewline
p-value & (0.0211) & (6e-04) & (5e-04) \tabularnewline
chlorides;totalsulfurdioxide & 0.0945 & 0.2963 & 0.2078 \tabularnewline
p-value & (0.1834) & (0) & (0) \tabularnewline
chlorides;density & 0.2171 & 0.1843 & 0.1283 \tabularnewline
p-value & (0.002) & (0.009) & (0.0088) \tabularnewline
chlorides;pH & -0.491 & -0.4581 & -0.3272 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
chlorides;sulphates & 0.5655 & 0.2408 & 0.1648 \tabularnewline
p-value & (0) & (6e-04) & (7e-04) \tabularnewline
chlorides;alcohol & -0.1818 & -0.1471 & -0.1016 \tabularnewline
p-value & (0.01) & (0.0377) & (0.0412) \tabularnewline
chlorides;quality & -0.1178 & -0.0784 & -0.0652 \tabularnewline
p-value & (0.0967) & (0.2701) & (0.2487) \tabularnewline
freesulfurdioxide;totalsulfurdioxide & 0.7254 & 0.7901 & 0.6087 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
freesulfurdioxide;density & 0.1538 & 0.1852 & 0.1324 \tabularnewline
p-value & (0.0297) & (0.0087) & (0.0073) \tabularnewline
freesulfurdioxide;pH & -0.146 & -0.1633 & -0.1146 \tabularnewline
p-value & (0.0392) & (0.0209) & (0.0191) \tabularnewline
freesulfurdioxide;sulphates & 0.1912 & 0.2227 & 0.1533 \tabularnewline
p-value & (0.0067) & (0.0015) & (0.0018) \tabularnewline
freesulfurdioxide;alcohol & 0.0199 & 0.0231 & 0.0157 \tabularnewline
p-value & (0.7798) & (0.7454) & (0.7538) \tabularnewline
freesulfurdioxide;quality & -0.0481 & -0.0117 & -0.01 \tabularnewline
p-value & (0.499) & (0.8698) & (0.8607) \tabularnewline
totalsulfurdioxide;density & 0.0746 & 0.1541 & 0.1075 \tabularnewline
p-value & (0.2939) & (0.0294) & (0.0274) \tabularnewline
totalsulfurdioxide;pH & -0.2405 & -0.2724 & -0.1798 \tabularnewline
p-value & (6e-04) & (1e-04) & (2e-04) \tabularnewline
totalsulfurdioxide;sulphates & 0.2465 & 0.2524 & 0.1789 \tabularnewline
p-value & (4e-04) & (3e-04) & (2e-04) \tabularnewline
totalsulfurdioxide;alcohol & 0.0288 & -0.0224 & -0.0174 \tabularnewline
p-value & (0.6861) & (0.7534) & (0.726) \tabularnewline
totalsulfurdioxide;quality & -0.1597 & -0.1724 & -0.1369 \tabularnewline
p-value & (0.0239) & (0.0146) & (0.0149) \tabularnewline
density;pH & -0.4014 & -0.1597 & -0.1236 \tabularnewline
p-value & (0) & (0.0239) & (0.0116) \tabularnewline
density;sulphates & 0.2017 & 0.2833 & 0.1976 \tabularnewline
p-value & (0.0042) & (0) & (1e-04) \tabularnewline
density;alcohol & -0.5808 & -0.2626 & -0.1969 \tabularnewline
p-value & (0) & (2e-04) & (1e-04) \tabularnewline
density;quality & -0.0886 & -0.0623 & -0.0502 \tabularnewline
p-value & (0.212) & (0.3805) & (0.3792) \tabularnewline
pH;sulphates & -0.5634 & -0.4083 & -0.288 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
pH;alcohol & 0.4906 & 0.3105 & 0.2201 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
pH;quality & 0.0795 & 0.1106 & 0.0872 \tabularnewline
p-value & (0.2631) & (0.1189) & (0.1233) \tabularnewline
sulphates;alcohol & -0.0213 & 0.0769 & 0.0545 \tabularnewline
p-value & (0.765) & (0.279) & (0.2746) \tabularnewline
sulphates;quality & 0.0087 & 0.143 & 0.1161 \tabularnewline
p-value & (0.9029) & (0.0434) & (0.0406) \tabularnewline
alcohol;quality & 0.2218 & 0.2802 & 0.2351 \tabularnewline
p-value & (0.0016) & (1e-04) & (1e-04) \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154378&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]-0.1493[/C][C]-0.1097[/C][C]-0.0755[/C][/ROW]
[ROW][C]p-value[/C][C](0.0348)[/C][C](0.1219)[/C][C](0.1222)[/C][/ROW]
[ROW][C]fixedacidity;citricacid[/C][C]0.4307[/C][C]0.3814[/C][C]0.262[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;residualsugar[/C][C]0.0063[/C][C]0.1127[/C][C]0.0844[/C][/ROW]
[ROW][C]p-value[/C][C](0.9297)[/C][C](0.1121)[/C][C](0.0919)[/C][/ROW]
[ROW][C]fixedacidity;chlorides[/C][C]0.1679[/C][C]0.3414[/C][C]0.2499[/C][/ROW]
[ROW][C]p-value[/C][C](0.0175)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;freesulfurdioxide[/C][C]0.1051[/C][C]0.1129[/C][C]0.0801[/C][/ROW]
[ROW][C]p-value[/C][C](0.1386)[/C][C](0.1114)[/C][C](0.1037)[/C][/ROW]
[ROW][C]fixedacidity;totalsulfurdioxide[/C][C]0.0698[/C][C]0.1374[/C][C]0.0953[/C][/ROW]
[ROW][C]p-value[/C][C](0.3262)[/C][C](0.0523)[/C][C](0.0499)[/C][/ROW]
[ROW][C]fixedacidity;density[/C][C]0.6556[/C][C]0.5012[/C][C]0.3758[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;pH[/C][C]-0.6577[/C][C]-0.6405[/C][C]-0.4833[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;sulphates[/C][C]0.2573[/C][C]0.3004[/C][C]0.1995[/C][/ROW]
[ROW][C]p-value[/C][C](2e-04)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;alcohol[/C][C]-0.3598[/C][C]-0.1025[/C][C]-0.0713[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0.1485)[/C][C](0.1546)[/C][/ROW]
[ROW][C]fixedacidity;quality[/C][C]0.0513[/C][C]0.0254[/C][C]0.0204[/C][/ROW]
[ROW][C]p-value[/C][C](0.4709)[/C][C](0.7212)[/C][C](0.7198)[/C][/ROW]
[ROW][C]volatileacidity;citricacid[/C][C]-0.5127[/C][C]-0.5799[/C][C]-0.4299[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]volatileacidity;residualsugar[/C][C]-0.0493[/C][C]-0.0076[/C][C]-0.0014[/C][/ROW]
[ROW][C]p-value[/C][C](0.4878)[/C][C](0.9153)[/C][C](0.978)[/C][/ROW]
[ROW][C]volatileacidity;chlorides[/C][C]-0.0161[/C][C]0.1464[/C][C]0.1047[/C][/ROW]
[ROW][C]p-value[/C][C](0.8215)[/C][C](0.0386)[/C][C](0.0308)[/C][/ROW]
[ROW][C]volatileacidity;freesulfurdioxide[/C][C]-0.1203[/C][C]-0.1171[/C][C]-0.0834[/C][/ROW]
[ROW][C]p-value[/C][C](0.0897)[/C][C](0.0986)[/C][C](0.0879)[/C][/ROW]
[ROW][C]volatileacidity;totalsulfurdioxide[/C][C]-0.0998[/C][C]-0.0922[/C][C]-0.064[/C][/ROW]
[ROW][C]p-value[/C][C](0.1599)[/C][C](0.1939)[/C][C](0.1845)[/C][/ROW]
[ROW][C]volatileacidity;density[/C][C]-0.1283[/C][C]-0.1077[/C][C]-0.0737[/C][/ROW]
[ROW][C]p-value[/C][C](0.0702)[/C][C](0.1292)[/C][C](0.1321)[/C][/ROW]
[ROW][C]volatileacidity;pH[/C][C]0.1407[/C][C]0.1086[/C][C]0.0762[/C][/ROW]
[ROW][C]p-value[/C][C](0.0469)[/C][C](0.1257)[/C][C](0.1162)[/C][/ROW]
[ROW][C]volatileacidity;sulphates[/C][C]-0.164[/C][C]-0.2567[/C][C]-0.1835[/C][/ROW]
[ROW][C]p-value[/C][C](0.0203)[/C][C](2e-04)[/C][C](2e-04)[/C][/ROW]
[ROW][C]volatileacidity;alcohol[/C][C]0.0203[/C][C]-0.0072[/C][C]-0.0066[/C][/ROW]
[ROW][C]p-value[/C][C](0.7749)[/C][C](0.9196)[/C][C](0.8952)[/C][/ROW]
[ROW][C]volatileacidity;quality[/C][C]-0.2593[/C][C]-0.2562[/C][C]-0.2055[/C][/ROW]
[ROW][C]p-value[/C][C](2e-04)[/C][C](3e-04)[/C][C](3e-04)[/C][/ROW]
[ROW][C]citricacid;residualsugar[/C][C]0.0917[/C][C]0.0984[/C][C]0.0665[/C][/ROW]
[ROW][C]p-value[/C][C](0.1964)[/C][C](0.1658)[/C][C](0.1821)[/C][/ROW]
[ROW][C]citricacid;chlorides[/C][C]0.3869[/C][C]0.1771[/C][C]0.117[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0.0121)[/C][C](0.0161)[/C][/ROW]
[ROW][C]citricacid;freesulfurdioxide[/C][C]0.2602[/C][C]0.2572[/C][C]0.1797[/C][/ROW]
[ROW][C]p-value[/C][C](2e-04)[/C][C](2e-04)[/C][C](2e-04)[/C][/ROW]
[ROW][C]citricacid;totalsulfurdioxide[/C][C]0.3348[/C][C]0.3942[/C][C]0.2686[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;density[/C][C]0.404[/C][C]0.392[/C][C]0.2879[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;pH[/C][C]-0.3682[/C][C]-0.3673[/C][C]-0.2601[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;sulphates[/C][C]0.3688[/C][C]0.403[/C][C]0.2798[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;alcohol[/C][C]-0.1454[/C][C]-0.1333[/C][C]-0.0878[/C][/ROW]
[ROW][C]p-value[/C][C](0.04)[/C][C](0.0599)[/C][C](0.0784)[/C][/ROW]
[ROW][C]citricacid;quality[/C][C]-0.0383[/C][C]-0.0284[/C][C]-0.0225[/C][/ROW]
[ROW][C]p-value[/C][C](0.5905)[/C][C](0.6894)[/C][C](0.6918)[/C][/ROW]
[ROW][C]residualsugar;chlorides[/C][C]-0.0472[/C][C]-0.0255[/C][C]-0.0152[/C][/ROW]
[ROW][C]p-value[/C][C](0.5069)[/C][C](0.7199)[/C][C](0.7597)[/C][/ROW]
[ROW][C]residualsugar;freesulfurdioxide[/C][C]0.325[/C][C]0.1182[/C][C]0.0833[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0.0956)[/C][C](0.0961)[/C][/ROW]
[ROW][C]residualsugar;totalsulfurdioxide[/C][C]0.2588[/C][C]0.1379[/C][C]0.0929[/C][/ROW]
[ROW][C]p-value[/C][C](2e-04)[/C][C](0.0515)[/C][C](0.0604)[/C][/ROW]
[ROW][C]residualsugar;density[/C][C]0.3968[/C][C]0.4205[/C][C]0.3063[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]residualsugar;pH[/C][C]0.04[/C][C]0.052[/C][C]0.0341[/C][/ROW]
[ROW][C]p-value[/C][C](0.5743)[/C][C](0.4642)[/C][C](0.4933)[/C][/ROW]
[ROW][C]residualsugar;sulphates[/C][C]-0.0453[/C][C]-0.027[/C][C]-0.017[/C][/ROW]
[ROW][C]p-value[/C][C](0.5239)[/C][C](0.7045)[/C][C](0.7323)[/C][/ROW]
[ROW][C]residualsugar;alcohol[/C][C]0.0642[/C][C]0.2477[/C][C]0.1807[/C][/ROW]
[ROW][C]p-value[/C][C](0.3667)[/C][C](4e-04)[/C][C](4e-04)[/C][/ROW]
[ROW][C]residualsugar;quality[/C][C]-0.0588[/C][C]0.0207[/C][C]0.0175[/C][/ROW]
[ROW][C]p-value[/C][C](0.408)[/C][C](0.7706)[/C][C](0.762)[/C][/ROW]
[ROW][C]chlorides;freesulfurdioxide[/C][C]0.163[/C][C]0.2392[/C][C]0.1705[/C][/ROW]
[ROW][C]p-value[/C][C](0.0211)[/C][C](6e-04)[/C][C](5e-04)[/C][/ROW]
[ROW][C]chlorides;totalsulfurdioxide[/C][C]0.0945[/C][C]0.2963[/C][C]0.2078[/C][/ROW]
[ROW][C]p-value[/C][C](0.1834)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;density[/C][C]0.2171[/C][C]0.1843[/C][C]0.1283[/C][/ROW]
[ROW][C]p-value[/C][C](0.002)[/C][C](0.009)[/C][C](0.0088)[/C][/ROW]
[ROW][C]chlorides;pH[/C][C]-0.491[/C][C]-0.4581[/C][C]-0.3272[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;sulphates[/C][C]0.5655[/C][C]0.2408[/C][C]0.1648[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](6e-04)[/C][C](7e-04)[/C][/ROW]
[ROW][C]chlorides;alcohol[/C][C]-0.1818[/C][C]-0.1471[/C][C]-0.1016[/C][/ROW]
[ROW][C]p-value[/C][C](0.01)[/C][C](0.0377)[/C][C](0.0412)[/C][/ROW]
[ROW][C]chlorides;quality[/C][C]-0.1178[/C][C]-0.0784[/C][C]-0.0652[/C][/ROW]
[ROW][C]p-value[/C][C](0.0967)[/C][C](0.2701)[/C][C](0.2487)[/C][/ROW]
[ROW][C]freesulfurdioxide;totalsulfurdioxide[/C][C]0.7254[/C][C]0.7901[/C][C]0.6087[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]freesulfurdioxide;density[/C][C]0.1538[/C][C]0.1852[/C][C]0.1324[/C][/ROW]
[ROW][C]p-value[/C][C](0.0297)[/C][C](0.0087)[/C][C](0.0073)[/C][/ROW]
[ROW][C]freesulfurdioxide;pH[/C][C]-0.146[/C][C]-0.1633[/C][C]-0.1146[/C][/ROW]
[ROW][C]p-value[/C][C](0.0392)[/C][C](0.0209)[/C][C](0.0191)[/C][/ROW]
[ROW][C]freesulfurdioxide;sulphates[/C][C]0.1912[/C][C]0.2227[/C][C]0.1533[/C][/ROW]
[ROW][C]p-value[/C][C](0.0067)[/C][C](0.0015)[/C][C](0.0018)[/C][/ROW]
[ROW][C]freesulfurdioxide;alcohol[/C][C]0.0199[/C][C]0.0231[/C][C]0.0157[/C][/ROW]
[ROW][C]p-value[/C][C](0.7798)[/C][C](0.7454)[/C][C](0.7538)[/C][/ROW]
[ROW][C]freesulfurdioxide;quality[/C][C]-0.0481[/C][C]-0.0117[/C][C]-0.01[/C][/ROW]
[ROW][C]p-value[/C][C](0.499)[/C][C](0.8698)[/C][C](0.8607)[/C][/ROW]
[ROW][C]totalsulfurdioxide;density[/C][C]0.0746[/C][C]0.1541[/C][C]0.1075[/C][/ROW]
[ROW][C]p-value[/C][C](0.2939)[/C][C](0.0294)[/C][C](0.0274)[/C][/ROW]
[ROW][C]totalsulfurdioxide;pH[/C][C]-0.2405[/C][C]-0.2724[/C][C]-0.1798[/C][/ROW]
[ROW][C]p-value[/C][C](6e-04)[/C][C](1e-04)[/C][C](2e-04)[/C][/ROW]
[ROW][C]totalsulfurdioxide;sulphates[/C][C]0.2465[/C][C]0.2524[/C][C]0.1789[/C][/ROW]
[ROW][C]p-value[/C][C](4e-04)[/C][C](3e-04)[/C][C](2e-04)[/C][/ROW]
[ROW][C]totalsulfurdioxide;alcohol[/C][C]0.0288[/C][C]-0.0224[/C][C]-0.0174[/C][/ROW]
[ROW][C]p-value[/C][C](0.6861)[/C][C](0.7534)[/C][C](0.726)[/C][/ROW]
[ROW][C]totalsulfurdioxide;quality[/C][C]-0.1597[/C][C]-0.1724[/C][C]-0.1369[/C][/ROW]
[ROW][C]p-value[/C][C](0.0239)[/C][C](0.0146)[/C][C](0.0149)[/C][/ROW]
[ROW][C]density;pH[/C][C]-0.4014[/C][C]-0.1597[/C][C]-0.1236[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0.0239)[/C][C](0.0116)[/C][/ROW]
[ROW][C]density;sulphates[/C][C]0.2017[/C][C]0.2833[/C][C]0.1976[/C][/ROW]
[ROW][C]p-value[/C][C](0.0042)[/C][C](0)[/C][C](1e-04)[/C][/ROW]
[ROW][C]density;alcohol[/C][C]-0.5808[/C][C]-0.2626[/C][C]-0.1969[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](2e-04)[/C][C](1e-04)[/C][/ROW]
[ROW][C]density;quality[/C][C]-0.0886[/C][C]-0.0623[/C][C]-0.0502[/C][/ROW]
[ROW][C]p-value[/C][C](0.212)[/C][C](0.3805)[/C][C](0.3792)[/C][/ROW]
[ROW][C]pH;sulphates[/C][C]-0.5634[/C][C]-0.4083[/C][C]-0.288[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]pH;alcohol[/C][C]0.4906[/C][C]0.3105[/C][C]0.2201[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]pH;quality[/C][C]0.0795[/C][C]0.1106[/C][C]0.0872[/C][/ROW]
[ROW][C]p-value[/C][C](0.2631)[/C][C](0.1189)[/C][C](0.1233)[/C][/ROW]
[ROW][C]sulphates;alcohol[/C][C]-0.0213[/C][C]0.0769[/C][C]0.0545[/C][/ROW]
[ROW][C]p-value[/C][C](0.765)[/C][C](0.279)[/C][C](0.2746)[/C][/ROW]
[ROW][C]sulphates;quality[/C][C]0.0087[/C][C]0.143[/C][C]0.1161[/C][/ROW]
[ROW][C]p-value[/C][C](0.9029)[/C][C](0.0434)[/C][C](0.0406)[/C][/ROW]
[ROW][C]alcohol;quality[/C][C]0.2218[/C][C]0.2802[/C][C]0.2351[/C][/ROW]
[ROW][C]p-value[/C][C](0.0016)[/C][C](1e-04)[/C][C](1e-04)[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=154378&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154378&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	-0.1493	-0.1097	-0.0755
p-value	(0.0348)	(0.1219)	(0.1222)
fixedacidity;citricacid	0.4307	0.3814	0.262
p-value	(0)	(0)	(0)
fixedacidity;residualsugar	0.0063	0.1127	0.0844
p-value	(0.9297)	(0.1121)	(0.0919)
fixedacidity;chlorides	0.1679	0.3414	0.2499
p-value	(0.0175)	(0)	(0)
fixedacidity;freesulfurdioxide	0.1051	0.1129	0.0801
p-value	(0.1386)	(0.1114)	(0.1037)
fixedacidity;totalsulfurdioxide	0.0698	0.1374	0.0953
p-value	(0.3262)	(0.0523)	(0.0499)
fixedacidity;density	0.6556	0.5012	0.3758
p-value	(0)	(0)	(0)
fixedacidity;pH	-0.6577	-0.6405	-0.4833
p-value	(0)	(0)	(0)
fixedacidity;sulphates	0.2573	0.3004	0.1995
p-value	(2e-04)	(0)	(0)
fixedacidity;alcohol	-0.3598	-0.1025	-0.0713
p-value	(0)	(0.1485)	(0.1546)
fixedacidity;quality	0.0513	0.0254	0.0204
p-value	(0.4709)	(0.7212)	(0.7198)
volatileacidity;citricacid	-0.5127	-0.5799	-0.4299
p-value	(0)	(0)	(0)
volatileacidity;residualsugar	-0.0493	-0.0076	-0.0014
p-value	(0.4878)	(0.9153)	(0.978)
volatileacidity;chlorides	-0.0161	0.1464	0.1047
p-value	(0.8215)	(0.0386)	(0.0308)
volatileacidity;freesulfurdioxide	-0.1203	-0.1171	-0.0834
p-value	(0.0897)	(0.0986)	(0.0879)
volatileacidity;totalsulfurdioxide	-0.0998	-0.0922	-0.064
p-value	(0.1599)	(0.1939)	(0.1845)
volatileacidity;density	-0.1283	-0.1077	-0.0737
p-value	(0.0702)	(0.1292)	(0.1321)
volatileacidity;pH	0.1407	0.1086	0.0762
p-value	(0.0469)	(0.1257)	(0.1162)
volatileacidity;sulphates	-0.164	-0.2567	-0.1835
p-value	(0.0203)	(2e-04)	(2e-04)
volatileacidity;alcohol	0.0203	-0.0072	-0.0066
p-value	(0.7749)	(0.9196)	(0.8952)
volatileacidity;quality	-0.2593	-0.2562	-0.2055
p-value	(2e-04)	(3e-04)	(3e-04)
citricacid;residualsugar	0.0917	0.0984	0.0665
p-value	(0.1964)	(0.1658)	(0.1821)
citricacid;chlorides	0.3869	0.1771	0.117
p-value	(0)	(0.0121)	(0.0161)
citricacid;freesulfurdioxide	0.2602	0.2572	0.1797
p-value	(2e-04)	(2e-04)	(2e-04)
citricacid;totalsulfurdioxide	0.3348	0.3942	0.2686
p-value	(0)	(0)	(0)
citricacid;density	0.404	0.392	0.2879
p-value	(0)	(0)	(0)
citricacid;pH	-0.3682	-0.3673	-0.2601
p-value	(0)	(0)	(0)
citricacid;sulphates	0.3688	0.403	0.2798
p-value	(0)	(0)	(0)
citricacid;alcohol	-0.1454	-0.1333	-0.0878
p-value	(0.04)	(0.0599)	(0.0784)
citricacid;quality	-0.0383	-0.0284	-0.0225
p-value	(0.5905)	(0.6894)	(0.6918)
residualsugar;chlorides	-0.0472	-0.0255	-0.0152
p-value	(0.5069)	(0.7199)	(0.7597)
residualsugar;freesulfurdioxide	0.325	0.1182	0.0833
p-value	(0)	(0.0956)	(0.0961)
residualsugar;totalsulfurdioxide	0.2588	0.1379	0.0929
p-value	(2e-04)	(0.0515)	(0.0604)
residualsugar;density	0.3968	0.4205	0.3063
p-value	(0)	(0)	(0)
residualsugar;pH	0.04	0.052	0.0341
p-value	(0.5743)	(0.4642)	(0.4933)
residualsugar;sulphates	-0.0453	-0.027	-0.017
p-value	(0.5239)	(0.7045)	(0.7323)
residualsugar;alcohol	0.0642	0.2477	0.1807
p-value	(0.3667)	(4e-04)	(4e-04)
residualsugar;quality	-0.0588	0.0207	0.0175
p-value	(0.408)	(0.7706)	(0.762)
chlorides;freesulfurdioxide	0.163	0.2392	0.1705
p-value	(0.0211)	(6e-04)	(5e-04)
chlorides;totalsulfurdioxide	0.0945	0.2963	0.2078
p-value	(0.1834)	(0)	(0)
chlorides;density	0.2171	0.1843	0.1283
p-value	(0.002)	(0.009)	(0.0088)
chlorides;pH	-0.491	-0.4581	-0.3272
p-value	(0)	(0)	(0)
chlorides;sulphates	0.5655	0.2408	0.1648
p-value	(0)	(6e-04)	(7e-04)
chlorides;alcohol	-0.1818	-0.1471	-0.1016
p-value	(0.01)	(0.0377)	(0.0412)
chlorides;quality	-0.1178	-0.0784	-0.0652
p-value	(0.0967)	(0.2701)	(0.2487)
freesulfurdioxide;totalsulfurdioxide	0.7254	0.7901	0.6087
p-value	(0)	(0)	(0)
freesulfurdioxide;density	0.1538	0.1852	0.1324
p-value	(0.0297)	(0.0087)	(0.0073)
freesulfurdioxide;pH	-0.146	-0.1633	-0.1146
p-value	(0.0392)	(0.0209)	(0.0191)
freesulfurdioxide;sulphates	0.1912	0.2227	0.1533
p-value	(0.0067)	(0.0015)	(0.0018)
freesulfurdioxide;alcohol	0.0199	0.0231	0.0157
p-value	(0.7798)	(0.7454)	(0.7538)
freesulfurdioxide;quality	-0.0481	-0.0117	-0.01
p-value	(0.499)	(0.8698)	(0.8607)
totalsulfurdioxide;density	0.0746	0.1541	0.1075
p-value	(0.2939)	(0.0294)	(0.0274)
totalsulfurdioxide;pH	-0.2405	-0.2724	-0.1798
p-value	(6e-04)	(1e-04)	(2e-04)
totalsulfurdioxide;sulphates	0.2465	0.2524	0.1789
p-value	(4e-04)	(3e-04)	(2e-04)
totalsulfurdioxide;alcohol	0.0288	-0.0224	-0.0174
p-value	(0.6861)	(0.7534)	(0.726)
totalsulfurdioxide;quality	-0.1597	-0.1724	-0.1369
p-value	(0.0239)	(0.0146)	(0.0149)
density;pH	-0.4014	-0.1597	-0.1236
p-value	(0)	(0.0239)	(0.0116)
density;sulphates	0.2017	0.2833	0.1976
p-value	(0.0042)	(0)	(1e-04)
density;alcohol	-0.5808	-0.2626	-0.1969
p-value	(0)	(2e-04)	(1e-04)
density;quality	-0.0886	-0.0623	-0.0502
p-value	(0.212)	(0.3805)	(0.3792)
pH;sulphates	-0.5634	-0.4083	-0.288
p-value	(0)	(0)	(0)
pH;alcohol	0.4906	0.3105	0.2201
p-value	(0)	(0)	(0)
pH;quality	0.0795	0.1106	0.0872
p-value	(0.2631)	(0.1189)	(0.1233)
sulphates;alcohol	-0.0213	0.0769	0.0545
p-value	(0.765)	(0.279)	(0.2746)
sulphates;quality	0.0087	0.143	0.1161
p-value	(0.9029)	(0.0434)	(0.0406)
alcohol;quality	0.2218	0.2802	0.2351
p-value	(0.0016)	(1e-04)	(1e-04)

Figure 1

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = kendall ;

Parameters (R input):

par1 = kendall ;

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