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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_pairs.wasp
Title produced by softwareKendall tau Correlation Matrix
Date of computationTue, 13 Dec 2011 05:33:25 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/13/t1323772501e4inf8jl71gnyoy.htm/, Retrieved Thu, 02 May 2024 14:42:04 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=154343, Retrieved Thu, 02 May 2024 14:42:04 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact126

Tree of Dependent Computations

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] [Pearson] [2011-12-13 10:33:25] [c897fb90cb9e1f725365d7e541ad7850] [Current]
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Dataset

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
9.6	0.32	0.47	1.4	0.056	9	24	0.99695	3.22	0.82	10.3	7
8.8	0.37	0.48	2.1	0.097	39	145	0.9975	3.04	1.03	9.3	5
6.8	0.5	0.11	1.5	0.075	16	49	0.99545	3.36	0.79	9.5	5
7	0.42	0.35	1.6	0.088	16	39	0.9961	3.34	0.55	9.2	5
7	0.43	0.36	1.6	0.089	14	37	0.99615	3.34	0.56	9.2	6
12.8	0.3	0.74	2.6	0.095	9	28	0.9994	3.2	0.77	10.8	7
12.8	0.3	0.74	2.6	0.095	9	28	0.9994	3.2	0.77	10.8	7
7.8	0.57	0.31	1.8	0.069	26	120	0.99625	3.29	0.53	9.3	5
7.8	0.44	0.28	2.7	0.1	18	95	0.9966	3.22	0.67	9.4	5
11	0.3	0.58	2.1	0.054	7	19	0.998	3.31	0.88	10.5	7
9.7	0.53	0.6	2	0.039	5	19	0.99585	3.3	0.86	12.4	6
8	0.725	0.24	2.8	0.083	10	62	0.99685	3.35	0.56	10	6
11.6	0.44	0.64	2.1	0.059	5	15	0.998	3.21	0.67	10.2	6
8.2	0.57	0.26	2.2	0.06	28	65	0.9959	3.3	0.43	10.1	5
7.8	0.735	0.08	2.4	0.092	10	41	0.9974	3.24	0.71	9.8	6
7	0.49	0.49	5.6	0.06	26	121	0.9974	3.34	0.76	10.5	5
8.7	0.625	0.16	2	0.101	13	49	0.9962	3.14	0.57	11	5
8.1	0.725	0.22	2.2	0.072	11	41	0.9967	3.36	0.55	9.1	5
7.5	0.49	0.19	1.9	0.076	10	44	0.9957	3.39	0.54	9.7	5
7.8	0.53	0.33	2.4	0.08	24	144	0.99655	3.3	0.6	9.5	5
7.8	0.34	0.37	2	0.082	24	58	0.9964	3.34	0.59	9.4	6
7.4	0.53	0.26	2	0.101	16	72	0.9957	3.15	0.57	9.4	5
6.8	0.61	0.04	1.5	0.057	5	10	0.99525	3.42	0.6	9.5	5
8.6	0.645	0.25	2	0.083	8	28	0.99815	3.28	0.6	10	6
8.4	0.635	0.36	2	0.089	15	55	0.99745	3.31	0.57	10.4	4
7.7	0.43	0.25	2.6	0.073	29	63	0.99615	3.37	0.58	10.5	6
8.9	0.59	0.5	2	0.337	27	81	0.9964	3.04	1.61	9.5	6
9	0.82	0.14	2.6	0.089	9	23	0.9984	3.39	0.63	9.8	5
7.7	0.43	0.25	2.6	0.073	29	63	0.99615	3.37	0.58	10.5	6
6.9	0.52	0.25	2.6	0.081	10	37	0.99685	3.46	0.5	11	5
5.2	0.48	0.04	1.6	0.054	19	106	0.9927	3.54	0.62	12.2	7
8	0.38	0.06	1.8	0.078	12	49	0.99625	3.37	0.52	9.9	6
8.5	0.37	0.2	2.8	0.09	18	58	0.998	3.34	0.7	9.6	6
6.9	0.52	0.25	2.6	0.081	10	37	0.99685	3.46	0.5	11	5
8.2	1	0.09	2.3	0.065	7	37	0.99685	3.32	0.55	9	6
7.2	0.63	0	1.9	0.097	14	38	0.99675	3.37	0.58	9	6
7.2	0.63	0	1.9	0.097	14	38	0.99675	3.37	0.58	9	6
7.2	0.645	0	1.9	0.097	15	39	0.99675	3.37	0.58	9.2	6
7.2	0.63	0	1.9	0.097	14	38	0.99675	3.37	0.58	9	6
8.2	1	0.09	2.3	0.065	7	37	0.99685	3.32	0.55	9	6
8.9	0.635	0.37	1.7	0.263	5	62	0.9971	3	1.09	9.3	5
12	0.38	0.56	2.1	0.093	6	24	0.99925	3.14	0.71	10.9	6
7.7	0.58	0.1	1.8	0.102	28	109	0.99565	3.08	0.49	9.8	6
15	0.21	0.44	2.2	0.075	10	24	1.00005	3.07	0.84	9.2	7
15	0.21	0.44	2.2	0.075	10	24	1.00005	3.07	0.84	9.2	7
7.3	0.66	0	2	0.084	6	23	0.9983	3.61	0.96	9.9	6
7.1	0.68	0.07	1.9	0.075	16	51	0.99685	3.38	0.52	9.5	5
8.2	0.6	0.17	2.3	0.072	11	73	0.9963	3.2	0.45	9.3	5
7.7	0.53	0.06	1.7	0.074	9	39	0.99615	3.35	0.48	9.8	6
7.3	0.66	0	2	0.084	6	23	0.9983	3.61	0.96	9.9	6
10.8	0.32	0.44	1.6	0.063	16	37	0.9985	3.22	0.78	10	6
7.1	0.6	0	1.8	0.074	16	34	0.9972	3.47	0.7	9.9	6
11.1	0.35	0.48	3.1	0.09	5	21	0.9986	3.17	0.53	10.5	5
7.7	0.775	0.42	1.9	0.092	8	86	0.9959	3.23	0.59	9.5	5
7.1	0.6	0	1.8	0.074	16	34	0.9972	3.47	0.7	9.9	6
8	0.57	0.23	3.2	0.073	17	119	0.99675	3.26	0.57	9.3	5
9.4	0.34	0.37	2.2	0.075	5	13	0.998	3.22	0.62	9.2	5
6.6	0.695	0	2.1	0.075	12	56	0.9968	3.49	0.67	9.2	5
7.7	0.41	0.76	1.8	0.611	8	45	0.9968	3.06	1.26	9.4	5
10	0.31	0.47	2.6	0.085	14	33	0.99965	3.36	0.8	10.5	7
7.9	0.33	0.23	1.7	0.077	18	45	0.99625	3.29	0.65	9.3	5
7	0.975	0.04	2	0.087	12	67	0.99565	3.35	0.6	9.4	4
8	0.52	0.03	1.7	0.07	10	35	0.99575	3.34	0.57	10	5
7.9	0.37	0.23	1.8	0.077	23	49	0.9963	3.28	0.67	9.3	5
12.5	0.56	0.49	2.4	0.064	5	27	0.9999	3.08	0.87	10.9	5
11.8	0.26	0.52	1.8	0.071	6	10	0.9968	3.2	0.72	10.2	7
8.1	0.87	0	3.3	0.096	26	61	1.00025	3.6	0.72	9.8	4
7.9	0.35	0.46	3.6	0.078	15	37	0.9973	3.35	0.86	12.8	8
6.9	0.54	0.04	3	0.077	7	27	0.9987	3.69	0.91	9.4	6
11.5	0.18	0.51	4	0.104	4	23	0.9996	3.28	0.97	10.1	6
7.9	0.545	0.06	4	0.087	27	61	0.9965	3.36	0.67	10.7	6
11.5	0.18	0.51	4	0.104	4	23	0.9996	3.28	0.97	10.1	6
10.9	0.37	0.58	4	0.071	17	65	0.99935	3.22	0.78	10.1	5
8.4	0.715	0.2	2.4	0.076	10	38	0.99735	3.31	0.64	9.4	5
7.5	0.65	0.18	7	0.088	27	94	0.99915	3.38	0.77	9.4	5
7.9	0.545	0.06	4	0.087	27	61	0.9965	3.36	0.67	10.7	6
6.9	0.54	0.04	3	0.077	7	27	0.9987	3.69	0.91	9.4	6
11.5	0.18	0.51	4	0.104	4	23	0.9996	3.28	0.97	10.1	6
10.3	0.32	0.45	6.4	0.073	5	13	0.9976	3.23	0.82	12.6	8
8.9	0.4	0.32	5.6	0.087	10	47	0.9991	3.38	0.77	10.5	7
11.4	0.26	0.44	3.6	0.071	6	19	0.9986	3.12	0.82	9.3	6
7.7	0.27	0.68	3.5	0.358	5	10	0.9972	3.25	1.08	9.9	7
7.6	0.52	0.12	3	0.067	12	53	0.9971	3.36	0.57	9.1	5
8.9	0.4	0.32	5.6	0.087	10	47	0.9991	3.38	0.77	10.5	7
9.9	0.59	0.07	3.4	0.102	32	71	1.00015	3.31	0.71	9.8	5
9.9	0.59	0.07	3.4	0.102	32	71	1.00015	3.31	0.71	9.8	5
12	0.45	0.55	2	0.073	25	49	0.9997	3.1	0.76	10.3	6
7.5	0.4	0.12	3	0.092	29	53	0.9967	3.37	0.7	10.3	6
8.7	0.52	0.09	2.5	0.091	20	49	0.9976	3.34	0.86	10.6	7
11.6	0.42	0.53	3.3	0.105	33	98	1.001	3.2	0.95	9.2	5
8.7	0.52	0.09	2.5	0.091	20	49	0.9976	3.34	0.86	10.6	7
11	0.2	0.48	2	0.343	6	18	0.9979	3.3	0.71	10.5	5
10.4	0.55	0.23	2.7	0.091	18	48	0.9994	3.22	0.64	10.3	6
6.9	0.36	0.25	2.4	0.098	5	16	0.9964	3.41	0.6	10.1	6
13.3	0.34	0.52	3.2	0.094	17	53	1.0014	3.05	0.81	9.5	6
10.8	0.5	0.46	2.5	0.073	5	27	1.0001	3.05	0.64	9.5	5
10.6	0.83	0.37	2.6	0.086	26	70	0.9981	3.16	0.52	9.9	5
7.1	0.63	0.06	2	0.083	8	29	0.99855	3.67	0.73	9.6	5
7.2	0.65	0.02	2.3	0.094	5	31	0.9993	3.67	0.8	9.7	5
6.9	0.67	0.06	2.1	0.08	8	33	0.99845	3.68	0.71	9.6	5
7.5	0.53	0.06	2.6	0.086	20	44	0.9965	3.38	0.59	10.7	6
11.1	0.18	0.48	1.5	0.068	7	15	0.9973	3.22	0.64	10.1	6
8.3	0.705	0.12	2.6	0.092	12	28	0.9994	3.51	0.72	10	5
7.4	0.67	0.12	1.6	0.186	5	21	0.996	3.39	0.54	9.5	5
8.4	0.65	0.6	2.1	0.112	12	90	0.9973	3.2	0.52	9.2	5
10.3	0.53	0.48	2.5	0.063	6	25	0.9998	3.12	0.59	9.3	6
7.6	0.62	0.32	2.2	0.082	7	54	0.9966	3.36	0.52	9.4	5
10.3	0.41	0.42	2.4	0.213	6	14	0.9994	3.19	0.62	9.5	6
10.3	0.43	0.44	2.4	0.214	5	12	0.9994	3.19	0.63	9.5	6
7.4	0.29	0.38	1.7	0.062	9	30	0.9968	3.41	0.53	9.5	6
10.3	0.53	0.48	2.5	0.063	6	25	0.9998	3.12	0.59	9.3	6
7.9	0.53	0.24	2	0.072	15	105	0.996	3.27	0.54	9.4	6
9	0.46	0.31	2.8	0.093	19	98	0.99815	3.32	0.63	9.5	6
8.6	0.47	0.3	3	0.076	30	135	0.9976	3.3	0.53	9.4	5
7.4	0.36	0.29	2.6	0.087	26	72	0.99645	3.39	0.68	11	5
7.1	0.35	0.29	2.5	0.096	20	53	0.9962	3.42	0.65	11	6
9.6	0.56	0.23	3.4	0.102	37	92	0.9996	3.3	0.65	10.1	5
9.6	0.77	0.12	2.9	0.082	30	74	0.99865	3.3	0.64	10.4	6
9.8	0.66	0.39	3.2	0.083	21	59	0.9989	3.37	0.71	11.5	7
9.6	0.77	0.12	2.9	0.082	30	74	0.99865	3.3	0.64	10.4	6
9.8	0.66	0.39	3.2	0.083	21	59	0.9989	3.37	0.71	11.5	7
9.3	0.61	0.26	3.4	0.09	25	87	0.99975	3.24	0.62	9.7	5
7.8	0.62	0.05	2.3	0.079	6	18	0.99735	3.29	0.63	9.3	5
10.3	0.59	0.42	2.8	0.09	35	73	0.999	3.28	0.7	9.5	6
10	0.49	0.2	11	0.071	13	50	1.0015	3.16	0.69	9.2	6
10	0.49	0.2	11	0.071	13	50	1.0015	3.16	0.69	9.2	6
11.6	0.53	0.66	3.65	0.121	6	14	0.9978	3.05	0.74	11.5	7
10.3	0.44	0.5	4.5	0.107	5	13	0.998	3.28	0.83	11.5	5
13.4	0.27	0.62	2.6	0.082	6	21	1.0002	3.16	0.67	9.7	6
10.7	0.46	0.39	2	0.061	7	15	0.9981	3.18	0.62	9.5	5
10.2	0.36	0.64	2.9	0.122	10	41	0.998	3.23	0.66	12.5	6
10.2	0.36	0.64	2.9	0.122	10	41	0.998	3.23	0.66	12.5	6
8	0.58	0.28	3.2	0.066	21	114	0.9973	3.22	0.54	9.4	6
8.4	0.56	0.08	2.1	0.105	16	44	0.9958	3.13	0.52	11	5
7.9	0.65	0.01	2.5	0.078	17	38	0.9963	3.34	0.74	11.7	7
11.9	0.695	0.53	3.4	0.128	7	21	0.9992	3.17	0.84	12.2	7
8.9	0.43	0.45	1.9	0.052	6	16	0.9948	3.35	0.7	12.5	6
7.8	0.43	0.32	2.8	0.08	29	58	0.9974	3.31	0.64	10.3	5
12.4	0.49	0.58	3	0.103	28	99	1.0008	3.16	1	11.5	6
12.5	0.28	0.54	2.3	0.082	12	29	0.9997	3.11	1.36	9.8	7
12.2	0.34	0.5	2.4	0.066	10	21	1	3.12	1.18	9.2	6
10.6	0.42	0.48	2.7	0.065	5	18	0.9972	3.21	0.87	11.3	6
10.9	0.39	0.47	1.8	0.118	6	14	0.9982	3.3	0.75	9.8	6
10.9	0.39	0.47	1.8	0.118	6	14	0.9982	3.3	0.75	9.8	6
11.9	0.57	0.5	2.6	0.082	6	32	1.0006	3.12	0.78	10.7	6
7	0.685	0	1.9	0.067	40	63	0.9979	3.6	0.81	9.9	5
6.6	0.815	0.02	2.7	0.072	17	34	0.9955	3.58	0.89	12.3	7
13.8	0.49	0.67	3	0.093	6	15	0.9986	3.02	0.93	12	6
9.6	0.56	0.31	2.8	0.089	15	46	0.9979	3.11	0.92	10	6
9.1	0.785	0	2.6	0.093	11	28	0.9994	3.36	0.86	9.4	6
10.7	0.67	0.22	2.7	0.107	17	34	1.0004	3.28	0.98	9.9	6
9.1	0.795	0	2.6	0.096	11	26	0.9994	3.35	0.83	9.4	6
7.7	0.665	0	2.4	0.09	8	19	0.9974	3.27	0.73	9.3	5
13.5	0.53	0.79	4.8	0.12	23	77	1.0018	3.18	0.77	13	5
6.1	0.21	0.4	1.4	0.066	40.5	165	0.9912	3.25	0.59	11.9	6
6.7	0.75	0.01	2.4	0.078	17	32	0.9955	3.55	0.61	12.8	6
11.5	0.41	0.52	3	0.08	29	55	1.0001	3.26	0.88	11	5
10.5	0.42	0.66	2.95	0.116	12	29	0.997	3.24	0.75	11.7	7
11.9	0.43	0.66	3.1	0.109	10	23	1	3.15	0.85	10.4	7
12.6	0.38	0.66	2.6	0.088	10	41	1.001	3.17	0.68	9.8	6
8.2	0.7	0.23	2	0.099	14	81	0.9973	3.19	0.7	9.4	5
8.6	0.45	0.31	2.6	0.086	21	50	0.9982	3.37	0.91	9.9	6
11.9	0.58	0.66	2.5	0.072	6	37	0.9992	3.05	0.56	10	5
12.5	0.46	0.63	2	0.071	6	15	0.9988	2.99	0.87	10.2	5
12.8	0.615	0.66	5.8	0.083	7	42	1.0022	3.07	0.73	10	7
10	0.42	0.5	3.4	0.107	7	21	0.9979	3.26	0.93	11.8	6
12.8	0.615	0.66	5.8	0.083	7	42	1.0022	3.07	0.73	10	7
10.4	0.575	0.61	2.6	0.076	11	24	1	3.16	0.69	9	5
10.3	0.34	0.52	2.8	0.159	15	75	0.9998	3.18	0.64	9.4	5
9.4	0.27	0.53	2.4	0.074	6	18	0.9962	3.2	1.13	12	7
6.9	0.765	0.02	2.3	0.063	35	63	0.9975	3.57	0.78	9.9	5
7.9	0.24	0.4	1.6	0.056	11	25	0.9967	3.32	0.87	8.7	6
9.1	0.28	0.48	1.8	0.067	26	46	0.9967	3.32	1.04	10.6	6
7.4	0.55	0.22	2.2	0.106	12	72	0.9959	3.05	0.63	9.2	5
14	0.41	0.63	3.8	0.089	6	47	1.0014	3.01	0.81	10.8	6
11.5	0.54	0.71	4.4	0.124	6	15	0.9984	3.01	0.83	11.8	7
11.5	0.45	0.5	3	0.078	19	47	1.0003	3.26	1.11	11	6
9.4	0.27	0.53	2.4	0.074	6	18	0.9962	3.2	1.13	12	7
11.4	0.625	0.66	6.2	0.088	6	24	0.9988	3.11	0.99	13.3	6
8.3	0.42	0.38	2.5	0.094	24	60	0.9979	3.31	0.7	10.8	6
8.3	0.26	0.42	2	0.08	11	27	0.9974	3.21	0.8	9.4	6
13.7	0.415	0.68	2.9	0.085	17	43	1.0014	3.06	0.8	10	6
8.3	0.26	0.42	2	0.08	11	27	0.9974	3.21	0.8	9.4	6
8.3	0.26	0.42	2	0.08	11	27	0.9974	3.21	0.8	9.4	6
7.7	0.51	0.28	2.1	0.087	23	54	0.998	3.42	0.74	9.2	5
7.4	0.63	0.07	2.4	0.09	11	37	0.9979	3.43	0.76	9.7	6
7.8	0.54	0.26	2	0.088	23	48	0.9981	3.41	0.74	9.2	6
8.3	0.66	0.15	1.9	0.079	17	42	0.9972	3.31	0.54	9.6	6
7.8	0.46	0.26	1.9	0.088	23	53	0.9981	3.43	0.74	9.2	6
9.6	0.38	0.31	2.5	0.096	16	49	0.9982	3.19	0.7	10	7
5.6	0.85	0.05	1.4	0.045	12	88	0.9924	3.56	0.82	12.9	8
13.7	0.415	0.68	2.9	0.085	17	43	1.0014	3.06	0.8	10	6
9.5	0.37	0.52	2	0.082	6	26	0.998	3.18	0.51	9.5	5
8.4	0.665	0.61	2	0.112	13	95	0.997	3.16	0.54	9.1	5
12.7	0.6	0.65	2.3	0.063	6	25	0.9997	3.03	0.57	9.9	5
12	0.37	0.76	4.2	0.066	7	38	1.0004	3.22	0.6	13	7
6.6	0.735	0.02	7.9	0.122	68	124	0.9994	3.47	0.53	9.9	5
11.5	0.59	0.59	2.6	0.087	13	49	0.9988	3.18	0.65	11	6
11.5	0.59	0.59	2.6	0.087	13	49	0.9988	3.18	0.65	11	6
8.7	0.765	0.22	2.3	0.064	9	42	0.9963	3.1	0.55	9.4	5
6.6	0.735	0.02	7.9	0.122	68	124	0.9994	3.47	0.53	9.9	5
7.7	0.26	0.3	1.7	0.059	20	38	0.9949	3.29	0.47	10.8	6
12.2	0.48	0.54	2.6	0.085	19	64	1	3.1	0.61	10.5	6
11.4	0.6	0.49	2.7	0.085	10	41	0.9994	3.15	0.63	10.5	6
7.7	0.69	0.05	2.7	0.075	15	27	0.9974	3.26	0.61	9.1	5
8.7	0.31	0.46	1.4	0.059	11	25	0.9966	3.36	0.76	10.1	6
9.8	0.44	0.47	2.5	0.063	9	28	0.9981	3.24	0.65	10.8	6
12	0.39	0.66	3	0.093	12	30	0.9996	3.18	0.63	10.8	7
10.4	0.34	0.58	3.7	0.174	6	16	0.997	3.19	0.7	11.3	6
12.5	0.46	0.49	4.5	0.07	26	49	0.9981	3.05	0.57	9.6	4
9	0.43	0.34	2.5	0.08	26	86	0.9987	3.38	0.62	9.5	6
9.1	0.45	0.35	2.4	0.08	23	78	0.9987	3.38	0.62	9.5	5
7.1	0.735	0.16	1.9	0.1	15	77	0.9966	3.27	0.64	9.3	5
9.9	0.4	0.53	6.7	0.097	6	19	0.9986	3.27	0.82	11.7	7
8.8	0.52	0.34	2.7	0.087	24	122	0.9982	3.26	0.61	9.5	5
8.6	0.725	0.24	6.6	0.117	31	134	1.0014	3.32	1.07	9.3	5
10.6	0.48	0.64	2.2	0.111	6	20	0.997	3.26	0.66	11.7	6
7	0.58	0.12	1.9	0.091	34	124	0.9956	3.44	0.48	10.5	5
11.9	0.38	0.51	2	0.121	7	20	0.9996	3.24	0.76	10.4	6
6.8	0.77	0	1.8	0.066	34	52	0.9976	3.62	0.68	9.9	5
9.5	0.56	0.33	2.4	0.089	35	67	0.9972	3.28	0.73	11.8	7
6.6	0.84	0.03	2.3	0.059	32	48	0.9952	3.52	0.56	12.3	7
7.7	0.96	0.2	2	0.047	15	60	0.9955	3.36	0.44	10.9	5
10.5	0.24	0.47	2.1	0.066	6	24	0.9978	3.15	0.9	11	7
7.7	0.96	0.2	2	0.047	15	60	0.9955	3.36	0.44	10.9	5
6.6	0.84	0.03	2.3	0.059	32	48	0.9952	3.52	0.56	12.3	7
6.4	0.67	0.08	2.1	0.045	19	48	0.9949	3.49	0.49	11.4	6
9.5	0.78	0.22	1.9	0.077	6	32	0.9988	3.26	0.56	10.6	6
9.1	0.52	0.33	1.3	0.07	9	30	0.9978	3.24	0.6	9.3	5
12.8	0.84	0.63	2.4	0.088	13	35	0.9997	3.1	0.6	10.4	6
10.5	0.24	0.47	2.1	0.066	6	24	0.9978	3.15	0.9	11	7
7.8	0.55	0.35	2.2	0.074	21	66	0.9974	3.25	0.56	9.2	5
11.9	0.37	0.69	2.3	0.078	12	24	0.9958	3	0.65	12.8	6
12.3	0.39	0.63	2.3	0.091	6	18	1.0004	3.16	0.49	9.5	5
10.4	0.41	0.55	3.2	0.076	22	54	0.9996	3.15	0.89	9.9	6
12.3	0.39	0.63	2.3	0.091	6	18	1.0004	3.16	0.49	9.5	5
8	0.67	0.3	2	0.06	38	62	0.9958	3.26	0.56	10.2	6
11.1	0.45	0.73	3.2	0.066	6	22	0.9986	3.17	0.66	11.2	6
10.4	0.41	0.55	3.2	0.076	22	54	0.9996	3.15	0.89	9.9	6
7	0.62	0.18	1.5	0.062	7	50	0.9951	3.08	0.6	9.3	5
12.6	0.31	0.72	2.2	0.072	6	29	0.9987	2.88	0.82	9.8	8
11.9	0.4	0.65	2.15	0.068	7	27	0.9988	3.06	0.68	11.3	6
15.6	0.685	0.76	3.7	0.1	6	43	1.0032	2.95	0.68	11.2	7
10	0.44	0.49	2.7	0.077	11	19	0.9963	3.23	0.63	11.6	7
5.3	0.57	0.01	1.7	0.054	5	27	0.9934	3.57	0.84	12.5	7
9.5	0.735	0.1	2.1	0.079	6	31	0.9986	3.23	0.56	10.1	6
12.5	0.38	0.6	2.6	0.081	31	72	0.9996	3.1	0.73	10.5	5
9.3	0.48	0.29	2.1	0.127	6	16	0.9968	3.22	0.72	11.2	5
8.6	0.53	0.22	2	0.1	7	27	0.9967	3.2	0.56	10.2	6
11.9	0.39	0.69	2.8	0.095	17	35	0.9994	3.1	0.61	10.8	6
11.9	0.39	0.69	2.8	0.095	17	35	0.9994	3.1	0.61	10.8	6
8.4	0.37	0.53	1.8	0.413	9	26	0.9979	3.06	1.06	9.1	6
6.8	0.56	0.03	1.7	0.084	18	35	0.9968	3.44	0.63	10	6
10.4	0.33	0.63	2.8	0.084	5	22	0.9998	3.26	0.74	11.2	7
7	0.23	0.4	1.6	0.063	21	67	0.9952	3.5	0.63	11.1	5
11.3	0.62	0.67	5.2	0.086	6	19	0.9988	3.22	0.69	13.4	8
8.9	0.59	0.39	2.3	0.095	5	22	0.9986	3.37	0.58	10.3	5
9.2	0.63	0.21	2.7	0.097	29	65	0.9988	3.28	0.58	9.6	5
10.4	0.33	0.63	2.8	0.084	5	22	0.9998	3.26	0.74	11.2	7
11.6	0.58	0.66	2.2	0.074	10	47	1.0008	3.25	0.57	9	3
9.2	0.43	0.52	2.3	0.083	14	23	0.9976	3.35	0.61	11.3	6
8.3	0.615	0.22	2.6	0.087	6	19	0.9982	3.26	0.61	9.3	5
11	0.26	0.68	2.55	0.085	10	25	0.997	3.18	0.61	11.8	5
8.1	0.66	0.7	2.2	0.098	25	129	0.9972	3.08	0.53	9	5
11.5	0.315	0.54	2.1	0.084	5	15	0.9987	2.98	0.7	9.2	6
10	0.29	0.4	2.9	0.098	10	26	1.0006	3.48	0.91	9.7	5
10.3	0.5	0.42	2	0.069	21	51	0.9982	3.16	0.72	11.5	6
8.8	0.46	0.45	2.6	0.065	7	18	0.9947	3.32	0.79	14	6
11.4	0.36	0.69	2.1	0.09	6	21	1	3.17	0.62	9.2	6
8.7	0.82	0.02	1.2	0.07	36	48	0.9952	3.2	0.58	9.8	5
13	0.32	0.65	2.6	0.093	15	47	0.9996	3.05	0.61	10.6	5
9.6	0.54	0.42	2.4	0.081	25	52	0.997	3.2	0.71	11.4	6
12.5	0.37	0.55	2.6	0.083	25	68	0.9995	3.15	0.82	10.4	6
9.9	0.35	0.55	2.1	0.062	5	14	0.9971	3.26	0.79	10.6	5
10.5	0.28	0.51	1.7	0.08	10	24	0.9982	3.2	0.89	9.4	6
9.6	0.68	0.24	2.2	0.087	5	28	0.9988	3.14	0.6	10.2	5
9.3	0.27	0.41	2	0.091	6	16	0.998	3.28	0.7	9.7	5
10.4	0.24	0.49	1.8	0.075	6	20	0.9977	3.18	1.06	11	6
9.6	0.68	0.24	2.2	0.087	5	28	0.9988	3.14	0.6	10.2	5
9.4	0.685	0.11	2.7	0.077	6	31	0.9984	3.19	0.7	10.1	6
10.6	0.28	0.39	15.5	0.069	6	23	1.0026	3.12	0.66	9.2	5
9.4	0.3	0.56	2.8	0.08	6	17	0.9964	3.15	0.92	11.7	8
10.6	0.36	0.59	2.2	0.152	6	18	0.9986	3.04	1.05	9.4	5
10.6	0.36	0.6	2.2	0.152	7	18	0.9986	3.04	1.06	9.4	5
10.6	0.44	0.68	4.1	0.114	6	24	0.997	3.06	0.66	13.4	6
10.2	0.67	0.39	1.9	0.054	6	17	0.9976	3.17	0.47	10	5
10.2	0.67	0.39	1.9	0.054	6	17	0.9976	3.17	0.47	10	5
10.2	0.645	0.36	1.8	0.053	5	14	0.9982	3.17	0.42	10	6
11.6	0.32	0.55	2.8	0.081	35	67	1.0002	3.32	0.92	10.8	7
9.3	0.39	0.4	2.6	0.073	10	26	0.9984	3.34	0.75	10.2	6
9.3	0.775	0.27	2.8	0.078	24	56	0.9984	3.31	0.67	10.6	6
9.2	0.41	0.5	2.5	0.055	12	25	0.9952	3.34	0.79	13.3	7
8.9	0.4	0.51	2.6	0.052	13	27	0.995	3.32	0.9	13.4	7
8.7	0.69	0.31	3	0.086	23	81	1.0002	3.48	0.74	11.6	6
6.5	0.39	0.23	8.3	0.051	28	91	0.9952	3.44	0.55	12.1	6
10.7	0.35	0.53	2.6	0.07	5	16	0.9972	3.15	0.65	11	8
7.8	0.52	0.25	1.9	0.081	14	38	0.9984	3.43	0.65	9	6
7.2	0.34	0.32	2.5	0.09	43	113	0.9966	3.32	0.79	11.1	5
10.7	0.35	0.53	2.6	0.07	5	16	0.9972	3.15	0.65	11	8
8.7	0.69	0.31	3	0.086	23	81	1.0002	3.48	0.74	11.6	6

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time14 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net
R Framework error message
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.

\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 & 14 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
R Framework error message & 
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154343&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]14 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[ROW][C]R Framework error message[/C][C]
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=154343&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154343&T=0

As an alternative you can also use a QR Code:  
QR Code


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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time14 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net
R Framework error message
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.






Correlations for all pairs of data series (method=pearson)
fixedacidityvolatileaciditycitricacidresidualsugarchloridesfreesulfurdioxidetotalsulfurdioxidedensitypHsulphatesalcoholquality
fixedacidity1-0.3480.7170.1660.02-0.19-0.2670.742-0.6710.2220.1310.31
volatileacidity-0.3481-0.562-0.066-0.0430.0810.117-0.1780.266-0.245-0.093-0.303
citricacid0.717-0.56210.1250.226-0.121-0.0630.478-0.5870.3060.2050.242
residualsugar0.166-0.0660.1251-0.0340.1890.1380.427-0.0590.0260.1240.082
chlorides0.02-0.0430.226-0.03410.0460.0550.083-0.3150.476-0.152-0.101
freesulfurdioxide-0.190.081-0.1210.1890.04610.718-0.0290.1050.042-0.027-0.149
totalsulfurdioxide-0.2670.117-0.0630.1380.0550.7181-0.1340.0030.057-0.114-0.28
density0.742-0.1780.4780.4270.083-0.029-0.1341-0.3940.21-0.1840.11
pH-0.6710.266-0.587-0.059-0.3150.1050.003-0.3941-0.3620.138-0.089
sulphates0.222-0.2450.3060.0260.4760.0420.0570.21-0.36210.0680.175
alcohol0.131-0.0930.2050.124-0.152-0.027-0.114-0.1840.1380.06810.446
quality 0.31-0.3030.2420.082-0.101-0.149-0.280.11-0.0890.1750.4461

\begin{tabular}{lllllllll}
\hline
Correlations for all pairs of data series (method=pearson) \tabularnewline
  & fixedacidity & volatileacidity & citricacid & residualsugar & chlorides & freesulfurdioxide & totalsulfurdioxide & density & pH & sulphates & alcohol & quality
 \tabularnewline
fixedacidity & 1 & -0.348 & 0.717 & 0.166 & 0.02 & -0.19 & -0.267 & 0.742 & -0.671 & 0.222 & 0.131 & 0.31 \tabularnewline
volatileacidity & -0.348 & 1 & -0.562 & -0.066 & -0.043 & 0.081 & 0.117 & -0.178 & 0.266 & -0.245 & -0.093 & -0.303 \tabularnewline
citricacid & 0.717 & -0.562 & 1 & 0.125 & 0.226 & -0.121 & -0.063 & 0.478 & -0.587 & 0.306 & 0.205 & 0.242 \tabularnewline
residualsugar & 0.166 & -0.066 & 0.125 & 1 & -0.034 & 0.189 & 0.138 & 0.427 & -0.059 & 0.026 & 0.124 & 0.082 \tabularnewline
chlorides & 0.02 & -0.043 & 0.226 & -0.034 & 1 & 0.046 & 0.055 & 0.083 & -0.315 & 0.476 & -0.152 & -0.101 \tabularnewline
freesulfurdioxide & -0.19 & 0.081 & -0.121 & 0.189 & 0.046 & 1 & 0.718 & -0.029 & 0.105 & 0.042 & -0.027 & -0.149 \tabularnewline
totalsulfurdioxide & -0.267 & 0.117 & -0.063 & 0.138 & 0.055 & 0.718 & 1 & -0.134 & 0.003 & 0.057 & -0.114 & -0.28 \tabularnewline
density & 0.742 & -0.178 & 0.478 & 0.427 & 0.083 & -0.029 & -0.134 & 1 & -0.394 & 0.21 & -0.184 & 0.11 \tabularnewline
pH & -0.671 & 0.266 & -0.587 & -0.059 & -0.315 & 0.105 & 0.003 & -0.394 & 1 & -0.362 & 0.138 & -0.089 \tabularnewline
sulphates & 0.222 & -0.245 & 0.306 & 0.026 & 0.476 & 0.042 & 0.057 & 0.21 & -0.362 & 1 & 0.068 & 0.175 \tabularnewline
alcohol & 0.131 & -0.093 & 0.205 & 0.124 & -0.152 & -0.027 & -0.114 & -0.184 & 0.138 & 0.068 & 1 & 0.446 \tabularnewline
quality
 & 0.31 & -0.303 & 0.242 & 0.082 & -0.101 & -0.149 & -0.28 & 0.11 & -0.089 & 0.175 & 0.446 & 1 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154343&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]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]-0.348[/C][C]0.717[/C][C]0.166[/C][C]0.02[/C][C]-0.19[/C][C]-0.267[/C][C]0.742[/C][C]-0.671[/C][C]0.222[/C][C]0.131[/C][C]0.31[/C][/ROW]
[ROW][C]volatileacidity[/C][C]-0.348[/C][C]1[/C][C]-0.562[/C][C]-0.066[/C][C]-0.043[/C][C]0.081[/C][C]0.117[/C][C]-0.178[/C][C]0.266[/C][C]-0.245[/C][C]-0.093[/C][C]-0.303[/C][/ROW]
[ROW][C]citricacid[/C][C]0.717[/C][C]-0.562[/C][C]1[/C][C]0.125[/C][C]0.226[/C][C]-0.121[/C][C]-0.063[/C][C]0.478[/C][C]-0.587[/C][C]0.306[/C][C]0.205[/C][C]0.242[/C][/ROW]
[ROW][C]residualsugar[/C][C]0.166[/C][C]-0.066[/C][C]0.125[/C][C]1[/C][C]-0.034[/C][C]0.189[/C][C]0.138[/C][C]0.427[/C][C]-0.059[/C][C]0.026[/C][C]0.124[/C][C]0.082[/C][/ROW]
[ROW][C]chlorides[/C][C]0.02[/C][C]-0.043[/C][C]0.226[/C][C]-0.034[/C][C]1[/C][C]0.046[/C][C]0.055[/C][C]0.083[/C][C]-0.315[/C][C]0.476[/C][C]-0.152[/C][C]-0.101[/C][/ROW]
[ROW][C]freesulfurdioxide[/C][C]-0.19[/C][C]0.081[/C][C]-0.121[/C][C]0.189[/C][C]0.046[/C][C]1[/C][C]0.718[/C][C]-0.029[/C][C]0.105[/C][C]0.042[/C][C]-0.027[/C][C]-0.149[/C][/ROW]
[ROW][C]totalsulfurdioxide[/C][C]-0.267[/C][C]0.117[/C][C]-0.063[/C][C]0.138[/C][C]0.055[/C][C]0.718[/C][C]1[/C][C]-0.134[/C][C]0.003[/C][C]0.057[/C][C]-0.114[/C][C]-0.28[/C][/ROW]
[ROW][C]density[/C][C]0.742[/C][C]-0.178[/C][C]0.478[/C][C]0.427[/C][C]0.083[/C][C]-0.029[/C][C]-0.134[/C][C]1[/C][C]-0.394[/C][C]0.21[/C][C]-0.184[/C][C]0.11[/C][/ROW]
[ROW][C]pH[/C][C]-0.671[/C][C]0.266[/C][C]-0.587[/C][C]-0.059[/C][C]-0.315[/C][C]0.105[/C][C]0.003[/C][C]-0.394[/C][C]1[/C][C]-0.362[/C][C]0.138[/C][C]-0.089[/C][/ROW]
[ROW][C]sulphates[/C][C]0.222[/C][C]-0.245[/C][C]0.306[/C][C]0.026[/C][C]0.476[/C][C]0.042[/C][C]0.057[/C][C]0.21[/C][C]-0.362[/C][C]1[/C][C]0.068[/C][C]0.175[/C][/ROW]
[ROW][C]alcohol[/C][C]0.131[/C][C]-0.093[/C][C]0.205[/C][C]0.124[/C][C]-0.152[/C][C]-0.027[/C][C]-0.114[/C][C]-0.184[/C][C]0.138[/C][C]0.068[/C][C]1[/C][C]0.446[/C][/ROW]
[ROW][C]quality
[/C][C]0.31[/C][C]-0.303[/C][C]0.242[/C][C]0.082[/C][C]-0.101[/C][C]-0.149[/C][C]-0.28[/C][C]0.11[/C][C]-0.089[/C][C]0.175[/C][C]0.446[/C][C]1[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=154343&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154343&T=1

As an alternative you can also use a QR Code:  
QR Code


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

Correlations for all pairs of data series (method=pearson)
fixedacidityvolatileaciditycitricacidresidualsugarchloridesfreesulfurdioxidetotalsulfurdioxidedensitypHsulphatesalcoholquality
fixedacidity1-0.3480.7170.1660.02-0.19-0.2670.742-0.6710.2220.1310.31
volatileacidity-0.3481-0.562-0.066-0.0430.0810.117-0.1780.266-0.245-0.093-0.303
citricacid0.717-0.56210.1250.226-0.121-0.0630.478-0.5870.3060.2050.242
residualsugar0.166-0.0660.1251-0.0340.1890.1380.427-0.0590.0260.1240.082
chlorides0.02-0.0430.226-0.03410.0460.0550.083-0.3150.476-0.152-0.101
freesulfurdioxide-0.190.081-0.1210.1890.04610.718-0.0290.1050.042-0.027-0.149
totalsulfurdioxide-0.2670.117-0.0630.1380.0550.7181-0.1340.0030.057-0.114-0.28
density0.742-0.1780.4780.4270.083-0.029-0.1341-0.3940.21-0.1840.11
pH-0.6710.266-0.587-0.059-0.3150.1050.003-0.3941-0.3620.138-0.089
sulphates0.222-0.2450.3060.0260.4760.0420.0570.21-0.36210.0680.175
alcohol0.131-0.0930.2050.124-0.152-0.027-0.114-0.1840.1380.06810.446
quality 0.31-0.3030.2420.082-0.101-0.149-0.280.11-0.0890.1750.4461






Correlations for all pairs of data series with p-values
pairPearson rSpearman rhoKendall tau
fixedacidity;volatileacidity-0.3484-0.3486-0.2397
p-value(0)(0)(0)
fixedacidity;citricacid0.71740.6980.5153
p-value(0)(0)(0)
fixedacidity;residualsugar0.16560.36420.2632
p-value(2e-04)(0)(0)
fixedacidity;chlorides0.02020.17740.1264
p-value(0.6526)(1e-04)(0)
fixedacidity;freesulfurdioxide-0.1901-0.1983-0.1342
p-value(0)(0)(0)
fixedacidity;totalsulfurdioxide-0.2667-0.2389-0.1592
p-value(0)(0)(0)
fixedacidity;density0.74250.68580.5173
p-value(0)(0)(0)
fixedacidity;pH-0.6713-0.711-0.5345
p-value(0)(0)(0)
fixedacidity;sulphates0.22230.36850.2482
p-value(0)(0)(0)
fixedacidity;alcohol0.13080.1940.1355
p-value(0.0034)(0)(0)
fixedacidity;quality 0.31040.30260.2386
p-value(0)(0)(0)
volatileacidity;citricacid-0.5621-0.6027-0.4287
p-value(0)(0)(0)
volatileacidity;residualsugar-0.0661-0.0675-0.0448
p-value(0.1402)(0.1318)(0.1467)
volatileacidity;chlorides-0.04340.04770.0339
p-value(0.3327)(0.2868)(0.2643)
volatileacidity;freesulfurdioxide0.08060.09710.065
p-value(0.0717)(0.0299)(0.0347)
volatileacidity;totalsulfurdioxide0.11720.17440.1167
p-value(0.0087)(1e-04)(1e-04)
volatileacidity;density-0.1784-0.1694-0.1151
p-value(1e-04)(1e-04)(2e-04)
volatileacidity;pH0.26590.25670.1757
p-value(0)(0)(0)
volatileacidity;sulphates-0.2447-0.327-0.2307
p-value(0)(0)(0)
volatileacidity;alcohol-0.0925-0.1291-0.088
p-value(0.0386)(0.0038)(0.0044)
volatileacidity;quality -0.3029-0.3073-0.2438
p-value(0)(0)(0)
citricacid;residualsugar0.12520.26960.1873
p-value(0.0051)(0)(0)
citricacid;chlorides0.22560.14250.0946
p-value(0)(0.0014)(0.0019)
citricacid;freesulfurdioxide-0.1209-0.1229-0.0804
p-value(0.0068)(0.0059)(0.0091)
citricacid;totalsulfurdioxide-0.0626-0.0769-0.044
p-value(0.162)(0.0857)(0.1472)
citricacid;density0.47790.46920.3336
p-value(0)(0)(0)
citricacid;pH-0.5873-0.5964-0.4311
p-value(0)(0)(0)
citricacid;sulphates0.3060.3650.2525
p-value(0)(0)(0)
citricacid;alcohol0.20480.1920.132
p-value(0)(0)(0)
citricacid;quality 0.24180.22660.1806
p-value(0)(0)(0)
residualsugar;chlorides-0.03390.14970.109
p-value(0.4501)(8e-04)(4e-04)
residualsugar;freesulfurdioxide0.18890.07250.0503
p-value(0)(0.1053)(0.1078)
residualsugar;totalsulfurdioxide0.13840.04990.0358
p-value(0.0019)(0.265)(0.2456)
residualsugar;density0.4270.54260.3876
p-value(0)(0)(0)
residualsugar;pH-0.0594-0.1274-0.088
p-value(0.1851)(0.0043)(0.0045)
residualsugar;sulphates0.02620.17980.1356
p-value(0.5583)(1e-04)(0)
residualsugar;alcohol0.12370.29620.2099
p-value(0.0056)(0)(0)
residualsugar;quality 0.08160.17470.1422
p-value(0.0684)(1e-04)(1e-04)
chlorides;freesulfurdioxide0.04590.10460.0754
p-value(0.3056)(0.0193)(0.0144)
chlorides;totalsulfurdioxide0.05460.16170.1158
p-value(0.2232)(3e-04)(1e-04)
chlorides;density0.08310.24610.1731
p-value(0.0634)(0)(0)
chlorides;pH-0.3151-0.2673-0.186
p-value(0)(0)(0)
chlorides;sulphates0.4760.21820.1537
p-value(0)(0)(0)
chlorides;alcohol-0.1524-0.1011-0.066
p-value(6e-04)(0.0238)(0.0326)
chlorides;quality -0.1013-0.0741-0.0582
p-value(0.0235)(0.0977)(0.0959)
freesulfurdioxide;totalsulfurdioxide0.71790.81240.6264
p-value(0)(0)(0)
freesulfurdioxide;density-0.0292-0.07-0.0507
p-value(0.5153)(0.1181)(0.1002)
freesulfurdioxide;pH0.10540.13320.0898
p-value(0.0184)(0.0029)(0.0036)
freesulfurdioxide;sulphates0.04240.00550.0036
p-value(0.3439)(0.9031)(0.9077)
freesulfurdioxide;alcohol-0.0271-0.0249-0.0165
p-value(0.5459)(0.5786)(0.5982)
freesulfurdioxide;quality -0.1485-0.1213-0.0973
p-value(9e-04)(0.0066)(0.006)
totalsulfurdioxide;density-0.1342-0.105-0.0698
p-value(0.0026)(0.0188)(0.0216)
totalsulfurdioxide;pH0.00290.04430.027
p-value(0.9476)(0.3226)(0.3747)
totalsulfurdioxide;sulphates0.0574-0.0546-0.0381
p-value(0.2)(0.2233)(0.2097)
totalsulfurdioxide;alcohol-0.1141-0.1232-0.0855
p-value(0.0107)(0.0058)(0.0055)
totalsulfurdioxide;quality -0.2801-0.2822-0.2228
p-value(0)(0)(0)
density;pH-0.3938-0.3417-0.2406
p-value(0)(0)(0)
density;sulphates0.21040.3750.2571
p-value(0)(0)(0)
density;alcohol-0.184-0.0307-0.0196
p-value(0)(0.4934)(0.5255)
density;quality 0.11010.15240.1215
p-value(0.0138)(6e-04)(5e-04)
pH;sulphates-0.3617-0.3118-0.2151
p-value(0)(0)(0)
pH;alcohol0.13840.07030.0496
p-value(0.0019)(0.1165)(0.1091)
pH;quality -0.0892-0.0746-0.0589
p-value(0.0463)(0.0956)(0.0925)
sulphates;alcohol0.06810.17910.1252
p-value(0.1283)(1e-04)(1e-04)
sulphates;quality 0.17480.31690.2539
p-value(1e-04)(0)(0)
alcohol;quality 0.44630.41950.3405
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 & -0.3484 & -0.3486 & -0.2397 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;citricacid & 0.7174 & 0.698 & 0.5153 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;residualsugar & 0.1656 & 0.3642 & 0.2632 \tabularnewline
p-value & (2e-04) & (0) & (0) \tabularnewline
fixedacidity;chlorides & 0.0202 & 0.1774 & 0.1264 \tabularnewline
p-value & (0.6526) & (1e-04) & (0) \tabularnewline
fixedacidity;freesulfurdioxide & -0.1901 & -0.1983 & -0.1342 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;totalsulfurdioxide & -0.2667 & -0.2389 & -0.1592 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;density & 0.7425 & 0.6858 & 0.5173 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;pH & -0.6713 & -0.711 & -0.5345 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;sulphates & 0.2223 & 0.3685 & 0.2482 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
fixedacidity;alcohol & 0.1308 & 0.194 & 0.1355 \tabularnewline
p-value & (0.0034) & (0) & (0) \tabularnewline
fixedacidity;quality
 & 0.3104 & 0.3026 & 0.2386 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
volatileacidity;citricacid & -0.5621 & -0.6027 & -0.4287 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
volatileacidity;residualsugar & -0.0661 & -0.0675 & -0.0448 \tabularnewline
p-value & (0.1402) & (0.1318) & (0.1467) \tabularnewline
volatileacidity;chlorides & -0.0434 & 0.0477 & 0.0339 \tabularnewline
p-value & (0.3327) & (0.2868) & (0.2643) \tabularnewline
volatileacidity;freesulfurdioxide & 0.0806 & 0.0971 & 0.065 \tabularnewline
p-value & (0.0717) & (0.0299) & (0.0347) \tabularnewline
volatileacidity;totalsulfurdioxide & 0.1172 & 0.1744 & 0.1167 \tabularnewline
p-value & (0.0087) & (1e-04) & (1e-04) \tabularnewline
volatileacidity;density & -0.1784 & -0.1694 & -0.1151 \tabularnewline
p-value & (1e-04) & (1e-04) & (2e-04) \tabularnewline
volatileacidity;pH & 0.2659 & 0.2567 & 0.1757 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
volatileacidity;sulphates & -0.2447 & -0.327 & -0.2307 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
volatileacidity;alcohol & -0.0925 & -0.1291 & -0.088 \tabularnewline
p-value & (0.0386) & (0.0038) & (0.0044) \tabularnewline
volatileacidity;quality
 & -0.3029 & -0.3073 & -0.2438 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricacid;residualsugar & 0.1252 & 0.2696 & 0.1873 \tabularnewline
p-value & (0.0051) & (0) & (0) \tabularnewline
citricacid;chlorides & 0.2256 & 0.1425 & 0.0946 \tabularnewline
p-value & (0) & (0.0014) & (0.0019) \tabularnewline
citricacid;freesulfurdioxide & -0.1209 & -0.1229 & -0.0804 \tabularnewline
p-value & (0.0068) & (0.0059) & (0.0091) \tabularnewline
citricacid;totalsulfurdioxide & -0.0626 & -0.0769 & -0.044 \tabularnewline
p-value & (0.162) & (0.0857) & (0.1472) \tabularnewline
citricacid;density & 0.4779 & 0.4692 & 0.3336 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricacid;pH & -0.5873 & -0.5964 & -0.4311 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricacid;sulphates & 0.306 & 0.365 & 0.2525 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricacid;alcohol & 0.2048 & 0.192 & 0.132 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
citricacid;quality
 & 0.2418 & 0.2266 & 0.1806 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
residualsugar;chlorides & -0.0339 & 0.1497 & 0.109 \tabularnewline
p-value & (0.4501) & (8e-04) & (4e-04) \tabularnewline
residualsugar;freesulfurdioxide & 0.1889 & 0.0725 & 0.0503 \tabularnewline
p-value & (0) & (0.1053) & (0.1078) \tabularnewline
residualsugar;totalsulfurdioxide & 0.1384 & 0.0499 & 0.0358 \tabularnewline
p-value & (0.0019) & (0.265) & (0.2456) \tabularnewline
residualsugar;density & 0.427 & 0.5426 & 0.3876 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
residualsugar;pH & -0.0594 & -0.1274 & -0.088 \tabularnewline
p-value & (0.1851) & (0.0043) & (0.0045) \tabularnewline
residualsugar;sulphates & 0.0262 & 0.1798 & 0.1356 \tabularnewline
p-value & (0.5583) & (1e-04) & (0) \tabularnewline
residualsugar;alcohol & 0.1237 & 0.2962 & 0.2099 \tabularnewline
p-value & (0.0056) & (0) & (0) \tabularnewline
residualsugar;quality
 & 0.0816 & 0.1747 & 0.1422 \tabularnewline
p-value & (0.0684) & (1e-04) & (1e-04) \tabularnewline
chlorides;freesulfurdioxide & 0.0459 & 0.1046 & 0.0754 \tabularnewline
p-value & (0.3056) & (0.0193) & (0.0144) \tabularnewline
chlorides;totalsulfurdioxide & 0.0546 & 0.1617 & 0.1158 \tabularnewline
p-value & (0.2232) & (3e-04) & (1e-04) \tabularnewline
chlorides;density & 0.0831 & 0.2461 & 0.1731 \tabularnewline
p-value & (0.0634) & (0) & (0) \tabularnewline
chlorides;pH & -0.3151 & -0.2673 & -0.186 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
chlorides;sulphates & 0.476 & 0.2182 & 0.1537 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
chlorides;alcohol & -0.1524 & -0.1011 & -0.066 \tabularnewline
p-value & (6e-04) & (0.0238) & (0.0326) \tabularnewline
chlorides;quality
 & -0.1013 & -0.0741 & -0.0582 \tabularnewline
p-value & (0.0235) & (0.0977) & (0.0959) \tabularnewline
freesulfurdioxide;totalsulfurdioxide & 0.7179 & 0.8124 & 0.6264 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
freesulfurdioxide;density & -0.0292 & -0.07 & -0.0507 \tabularnewline
p-value & (0.5153) & (0.1181) & (0.1002) \tabularnewline
freesulfurdioxide;pH & 0.1054 & 0.1332 & 0.0898 \tabularnewline
p-value & (0.0184) & (0.0029) & (0.0036) \tabularnewline
freesulfurdioxide;sulphates & 0.0424 & 0.0055 & 0.0036 \tabularnewline
p-value & (0.3439) & (0.9031) & (0.9077) \tabularnewline
freesulfurdioxide;alcohol & -0.0271 & -0.0249 & -0.0165 \tabularnewline
p-value & (0.5459) & (0.5786) & (0.5982) \tabularnewline
freesulfurdioxide;quality
 & -0.1485 & -0.1213 & -0.0973 \tabularnewline
p-value & (9e-04) & (0.0066) & (0.006) \tabularnewline
totalsulfurdioxide;density & -0.1342 & -0.105 & -0.0698 \tabularnewline
p-value & (0.0026) & (0.0188) & (0.0216) \tabularnewline
totalsulfurdioxide;pH & 0.0029 & 0.0443 & 0.027 \tabularnewline
p-value & (0.9476) & (0.3226) & (0.3747) \tabularnewline
totalsulfurdioxide;sulphates & 0.0574 & -0.0546 & -0.0381 \tabularnewline
p-value & (0.2) & (0.2233) & (0.2097) \tabularnewline
totalsulfurdioxide;alcohol & -0.1141 & -0.1232 & -0.0855 \tabularnewline
p-value & (0.0107) & (0.0058) & (0.0055) \tabularnewline
totalsulfurdioxide;quality
 & -0.2801 & -0.2822 & -0.2228 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
density;pH & -0.3938 & -0.3417 & -0.2406 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
density;sulphates & 0.2104 & 0.375 & 0.2571 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
density;alcohol & -0.184 & -0.0307 & -0.0196 \tabularnewline
p-value & (0) & (0.4934) & (0.5255) \tabularnewline
density;quality
 & 0.1101 & 0.1524 & 0.1215 \tabularnewline
p-value & (0.0138) & (6e-04) & (5e-04) \tabularnewline
pH;sulphates & -0.3617 & -0.3118 & -0.2151 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
pH;alcohol & 0.1384 & 0.0703 & 0.0496 \tabularnewline
p-value & (0.0019) & (0.1165) & (0.1091) \tabularnewline
pH;quality
 & -0.0892 & -0.0746 & -0.0589 \tabularnewline
p-value & (0.0463) & (0.0956) & (0.0925) \tabularnewline
sulphates;alcohol & 0.0681 & 0.1791 & 0.1252 \tabularnewline
p-value & (0.1283) & (1e-04) & (1e-04) \tabularnewline
sulphates;quality
 & 0.1748 & 0.3169 & 0.2539 \tabularnewline
p-value & (1e-04) & (0) & (0) \tabularnewline
alcohol;quality
 & 0.4463 & 0.4195 & 0.3405 \tabularnewline
p-value & (0) & (0) & (0) \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154343&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]-0.3484[/C][C]-0.3486[/C][C]-0.2397[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;citricacid[/C][C]0.7174[/C][C]0.698[/C][C]0.5153[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;residualsugar[/C][C]0.1656[/C][C]0.3642[/C][C]0.2632[/C][/ROW]
[ROW][C]p-value[/C][C](2e-04)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;chlorides[/C][C]0.0202[/C][C]0.1774[/C][C]0.1264[/C][/ROW]
[ROW][C]p-value[/C][C](0.6526)[/C][C](1e-04)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;freesulfurdioxide[/C][C]-0.1901[/C][C]-0.1983[/C][C]-0.1342[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;totalsulfurdioxide[/C][C]-0.2667[/C][C]-0.2389[/C][C]-0.1592[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;density[/C][C]0.7425[/C][C]0.6858[/C][C]0.5173[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;pH[/C][C]-0.6713[/C][C]-0.711[/C][C]-0.5345[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;sulphates[/C][C]0.2223[/C][C]0.3685[/C][C]0.2482[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;alcohol[/C][C]0.1308[/C][C]0.194[/C][C]0.1355[/C][/ROW]
[ROW][C]p-value[/C][C](0.0034)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]fixedacidity;quality
[/C][C]0.3104[/C][C]0.3026[/C][C]0.2386[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]volatileacidity;citricacid[/C][C]-0.5621[/C][C]-0.6027[/C][C]-0.4287[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]volatileacidity;residualsugar[/C][C]-0.0661[/C][C]-0.0675[/C][C]-0.0448[/C][/ROW]
[ROW][C]p-value[/C][C](0.1402)[/C][C](0.1318)[/C][C](0.1467)[/C][/ROW]
[ROW][C]volatileacidity;chlorides[/C][C]-0.0434[/C][C]0.0477[/C][C]0.0339[/C][/ROW]
[ROW][C]p-value[/C][C](0.3327)[/C][C](0.2868)[/C][C](0.2643)[/C][/ROW]
[ROW][C]volatileacidity;freesulfurdioxide[/C][C]0.0806[/C][C]0.0971[/C][C]0.065[/C][/ROW]
[ROW][C]p-value[/C][C](0.0717)[/C][C](0.0299)[/C][C](0.0347)[/C][/ROW]
[ROW][C]volatileacidity;totalsulfurdioxide[/C][C]0.1172[/C][C]0.1744[/C][C]0.1167[/C][/ROW]
[ROW][C]p-value[/C][C](0.0087)[/C][C](1e-04)[/C][C](1e-04)[/C][/ROW]
[ROW][C]volatileacidity;density[/C][C]-0.1784[/C][C]-0.1694[/C][C]-0.1151[/C][/ROW]
[ROW][C]p-value[/C][C](1e-04)[/C][C](1e-04)[/C][C](2e-04)[/C][/ROW]
[ROW][C]volatileacidity;pH[/C][C]0.2659[/C][C]0.2567[/C][C]0.1757[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]volatileacidity;sulphates[/C][C]-0.2447[/C][C]-0.327[/C][C]-0.2307[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]volatileacidity;alcohol[/C][C]-0.0925[/C][C]-0.1291[/C][C]-0.088[/C][/ROW]
[ROW][C]p-value[/C][C](0.0386)[/C][C](0.0038)[/C][C](0.0044)[/C][/ROW]
[ROW][C]volatileacidity;quality
[/C][C]-0.3029[/C][C]-0.3073[/C][C]-0.2438[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;residualsugar[/C][C]0.1252[/C][C]0.2696[/C][C]0.1873[/C][/ROW]
[ROW][C]p-value[/C][C](0.0051)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;chlorides[/C][C]0.2256[/C][C]0.1425[/C][C]0.0946[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0.0014)[/C][C](0.0019)[/C][/ROW]
[ROW][C]citricacid;freesulfurdioxide[/C][C]-0.1209[/C][C]-0.1229[/C][C]-0.0804[/C][/ROW]
[ROW][C]p-value[/C][C](0.0068)[/C][C](0.0059)[/C][C](0.0091)[/C][/ROW]
[ROW][C]citricacid;totalsulfurdioxide[/C][C]-0.0626[/C][C]-0.0769[/C][C]-0.044[/C][/ROW]
[ROW][C]p-value[/C][C](0.162)[/C][C](0.0857)[/C][C](0.1472)[/C][/ROW]
[ROW][C]citricacid;density[/C][C]0.4779[/C][C]0.4692[/C][C]0.3336[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;pH[/C][C]-0.5873[/C][C]-0.5964[/C][C]-0.4311[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;sulphates[/C][C]0.306[/C][C]0.365[/C][C]0.2525[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;alcohol[/C][C]0.2048[/C][C]0.192[/C][C]0.132[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]citricacid;quality
[/C][C]0.2418[/C][C]0.2266[/C][C]0.1806[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]residualsugar;chlorides[/C][C]-0.0339[/C][C]0.1497[/C][C]0.109[/C][/ROW]
[ROW][C]p-value[/C][C](0.4501)[/C][C](8e-04)[/C][C](4e-04)[/C][/ROW]
[ROW][C]residualsugar;freesulfurdioxide[/C][C]0.1889[/C][C]0.0725[/C][C]0.0503[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0.1053)[/C][C](0.1078)[/C][/ROW]
[ROW][C]residualsugar;totalsulfurdioxide[/C][C]0.1384[/C][C]0.0499[/C][C]0.0358[/C][/ROW]
[ROW][C]p-value[/C][C](0.0019)[/C][C](0.265)[/C][C](0.2456)[/C][/ROW]
[ROW][C]residualsugar;density[/C][C]0.427[/C][C]0.5426[/C][C]0.3876[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]residualsugar;pH[/C][C]-0.0594[/C][C]-0.1274[/C][C]-0.088[/C][/ROW]
[ROW][C]p-value[/C][C](0.1851)[/C][C](0.0043)[/C][C](0.0045)[/C][/ROW]
[ROW][C]residualsugar;sulphates[/C][C]0.0262[/C][C]0.1798[/C][C]0.1356[/C][/ROW]
[ROW][C]p-value[/C][C](0.5583)[/C][C](1e-04)[/C][C](0)[/C][/ROW]
[ROW][C]residualsugar;alcohol[/C][C]0.1237[/C][C]0.2962[/C][C]0.2099[/C][/ROW]
[ROW][C]p-value[/C][C](0.0056)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]residualsugar;quality
[/C][C]0.0816[/C][C]0.1747[/C][C]0.1422[/C][/ROW]
[ROW][C]p-value[/C][C](0.0684)[/C][C](1e-04)[/C][C](1e-04)[/C][/ROW]
[ROW][C]chlorides;freesulfurdioxide[/C][C]0.0459[/C][C]0.1046[/C][C]0.0754[/C][/ROW]
[ROW][C]p-value[/C][C](0.3056)[/C][C](0.0193)[/C][C](0.0144)[/C][/ROW]
[ROW][C]chlorides;totalsulfurdioxide[/C][C]0.0546[/C][C]0.1617[/C][C]0.1158[/C][/ROW]
[ROW][C]p-value[/C][C](0.2232)[/C][C](3e-04)[/C][C](1e-04)[/C][/ROW]
[ROW][C]chlorides;density[/C][C]0.0831[/C][C]0.2461[/C][C]0.1731[/C][/ROW]
[ROW][C]p-value[/C][C](0.0634)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;pH[/C][C]-0.3151[/C][C]-0.2673[/C][C]-0.186[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;sulphates[/C][C]0.476[/C][C]0.2182[/C][C]0.1537[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]chlorides;alcohol[/C][C]-0.1524[/C][C]-0.1011[/C][C]-0.066[/C][/ROW]
[ROW][C]p-value[/C][C](6e-04)[/C][C](0.0238)[/C][C](0.0326)[/C][/ROW]
[ROW][C]chlorides;quality
[/C][C]-0.1013[/C][C]-0.0741[/C][C]-0.0582[/C][/ROW]
[ROW][C]p-value[/C][C](0.0235)[/C][C](0.0977)[/C][C](0.0959)[/C][/ROW]
[ROW][C]freesulfurdioxide;totalsulfurdioxide[/C][C]0.7179[/C][C]0.8124[/C][C]0.6264[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]freesulfurdioxide;density[/C][C]-0.0292[/C][C]-0.07[/C][C]-0.0507[/C][/ROW]
[ROW][C]p-value[/C][C](0.5153)[/C][C](0.1181)[/C][C](0.1002)[/C][/ROW]
[ROW][C]freesulfurdioxide;pH[/C][C]0.1054[/C][C]0.1332[/C][C]0.0898[/C][/ROW]
[ROW][C]p-value[/C][C](0.0184)[/C][C](0.0029)[/C][C](0.0036)[/C][/ROW]
[ROW][C]freesulfurdioxide;sulphates[/C][C]0.0424[/C][C]0.0055[/C][C]0.0036[/C][/ROW]
[ROW][C]p-value[/C][C](0.3439)[/C][C](0.9031)[/C][C](0.9077)[/C][/ROW]
[ROW][C]freesulfurdioxide;alcohol[/C][C]-0.0271[/C][C]-0.0249[/C][C]-0.0165[/C][/ROW]
[ROW][C]p-value[/C][C](0.5459)[/C][C](0.5786)[/C][C](0.5982)[/C][/ROW]
[ROW][C]freesulfurdioxide;quality
[/C][C]-0.1485[/C][C]-0.1213[/C][C]-0.0973[/C][/ROW]
[ROW][C]p-value[/C][C](9e-04)[/C][C](0.0066)[/C][C](0.006)[/C][/ROW]
[ROW][C]totalsulfurdioxide;density[/C][C]-0.1342[/C][C]-0.105[/C][C]-0.0698[/C][/ROW]
[ROW][C]p-value[/C][C](0.0026)[/C][C](0.0188)[/C][C](0.0216)[/C][/ROW]
[ROW][C]totalsulfurdioxide;pH[/C][C]0.0029[/C][C]0.0443[/C][C]0.027[/C][/ROW]
[ROW][C]p-value[/C][C](0.9476)[/C][C](0.3226)[/C][C](0.3747)[/C][/ROW]
[ROW][C]totalsulfurdioxide;sulphates[/C][C]0.0574[/C][C]-0.0546[/C][C]-0.0381[/C][/ROW]
[ROW][C]p-value[/C][C](0.2)[/C][C](0.2233)[/C][C](0.2097)[/C][/ROW]
[ROW][C]totalsulfurdioxide;alcohol[/C][C]-0.1141[/C][C]-0.1232[/C][C]-0.0855[/C][/ROW]
[ROW][C]p-value[/C][C](0.0107)[/C][C](0.0058)[/C][C](0.0055)[/C][/ROW]
[ROW][C]totalsulfurdioxide;quality
[/C][C]-0.2801[/C][C]-0.2822[/C][C]-0.2228[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]density;pH[/C][C]-0.3938[/C][C]-0.3417[/C][C]-0.2406[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]density;sulphates[/C][C]0.2104[/C][C]0.375[/C][C]0.2571[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]density;alcohol[/C][C]-0.184[/C][C]-0.0307[/C][C]-0.0196[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0.4934)[/C][C](0.5255)[/C][/ROW]
[ROW][C]density;quality
[/C][C]0.1101[/C][C]0.1524[/C][C]0.1215[/C][/ROW]
[ROW][C]p-value[/C][C](0.0138)[/C][C](6e-04)[/C][C](5e-04)[/C][/ROW]
[ROW][C]pH;sulphates[/C][C]-0.3617[/C][C]-0.3118[/C][C]-0.2151[/C][/ROW]
[ROW][C]p-value[/C][C](0)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]pH;alcohol[/C][C]0.1384[/C][C]0.0703[/C][C]0.0496[/C][/ROW]
[ROW][C]p-value[/C][C](0.0019)[/C][C](0.1165)[/C][C](0.1091)[/C][/ROW]
[ROW][C]pH;quality
[/C][C]-0.0892[/C][C]-0.0746[/C][C]-0.0589[/C][/ROW]
[ROW][C]p-value[/C][C](0.0463)[/C][C](0.0956)[/C][C](0.0925)[/C][/ROW]
[ROW][C]sulphates;alcohol[/C][C]0.0681[/C][C]0.1791[/C][C]0.1252[/C][/ROW]
[ROW][C]p-value[/C][C](0.1283)[/C][C](1e-04)[/C][C](1e-04)[/C][/ROW]
[ROW][C]sulphates;quality
[/C][C]0.1748[/C][C]0.3169[/C][C]0.2539[/C][/ROW]
[ROW][C]p-value[/C][C](1e-04)[/C][C](0)[/C][C](0)[/C][/ROW]
[ROW][C]alcohol;quality
[/C][C]0.4463[/C][C]0.4195[/C][C]0.3405[/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=154343&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154343&T=2

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

Correlations for all pairs of data series with p-values
pairPearson rSpearman rhoKendall tau
fixedacidity;volatileacidity-0.3484-0.3486-0.2397
p-value(0)(0)(0)
fixedacidity;citricacid0.71740.6980.5153
p-value(0)(0)(0)
fixedacidity;residualsugar0.16560.36420.2632
p-value(2e-04)(0)(0)
fixedacidity;chlorides0.02020.17740.1264
p-value(0.6526)(1e-04)(0)
fixedacidity;freesulfurdioxide-0.1901-0.1983-0.1342
p-value(0)(0)(0)
fixedacidity;totalsulfurdioxide-0.2667-0.2389-0.1592
p-value(0)(0)(0)
fixedacidity;density0.74250.68580.5173
p-value(0)(0)(0)
fixedacidity;pH-0.6713-0.711-0.5345
p-value(0)(0)(0)
fixedacidity;sulphates0.22230.36850.2482
p-value(0)(0)(0)
fixedacidity;alcohol0.13080.1940.1355
p-value(0.0034)(0)(0)
fixedacidity;quality 0.31040.30260.2386
p-value(0)(0)(0)
volatileacidity;citricacid-0.5621-0.6027-0.4287
p-value(0)(0)(0)
volatileacidity;residualsugar-0.0661-0.0675-0.0448
p-value(0.1402)(0.1318)(0.1467)
volatileacidity;chlorides-0.04340.04770.0339
p-value(0.3327)(0.2868)(0.2643)
volatileacidity;freesulfurdioxide0.08060.09710.065
p-value(0.0717)(0.0299)(0.0347)
volatileacidity;totalsulfurdioxide0.11720.17440.1167
p-value(0.0087)(1e-04)(1e-04)
volatileacidity;density-0.1784-0.1694-0.1151
p-value(1e-04)(1e-04)(2e-04)
volatileacidity;pH0.26590.25670.1757
p-value(0)(0)(0)
volatileacidity;sulphates-0.2447-0.327-0.2307
p-value(0)(0)(0)
volatileacidity;alcohol-0.0925-0.1291-0.088
p-value(0.0386)(0.0038)(0.0044)
volatileacidity;quality -0.3029-0.3073-0.2438
p-value(0)(0)(0)
citricacid;residualsugar0.12520.26960.1873
p-value(0.0051)(0)(0)
citricacid;chlorides0.22560.14250.0946
p-value(0)(0.0014)(0.0019)
citricacid;freesulfurdioxide-0.1209-0.1229-0.0804
p-value(0.0068)(0.0059)(0.0091)
citricacid;totalsulfurdioxide-0.0626-0.0769-0.044
p-value(0.162)(0.0857)(0.1472)
citricacid;density0.47790.46920.3336
p-value(0)(0)(0)
citricacid;pH-0.5873-0.5964-0.4311
p-value(0)(0)(0)
citricacid;sulphates0.3060.3650.2525
p-value(0)(0)(0)
citricacid;alcohol0.20480.1920.132
p-value(0)(0)(0)
citricacid;quality 0.24180.22660.1806
p-value(0)(0)(0)
residualsugar;chlorides-0.03390.14970.109
p-value(0.4501)(8e-04)(4e-04)
residualsugar;freesulfurdioxide0.18890.07250.0503
p-value(0)(0.1053)(0.1078)
residualsugar;totalsulfurdioxide0.13840.04990.0358
p-value(0.0019)(0.265)(0.2456)
residualsugar;density0.4270.54260.3876
p-value(0)(0)(0)
residualsugar;pH-0.0594-0.1274-0.088
p-value(0.1851)(0.0043)(0.0045)
residualsugar;sulphates0.02620.17980.1356
p-value(0.5583)(1e-04)(0)
residualsugar;alcohol0.12370.29620.2099
p-value(0.0056)(0)(0)
residualsugar;quality 0.08160.17470.1422
p-value(0.0684)(1e-04)(1e-04)
chlorides;freesulfurdioxide0.04590.10460.0754
p-value(0.3056)(0.0193)(0.0144)
chlorides;totalsulfurdioxide0.05460.16170.1158
p-value(0.2232)(3e-04)(1e-04)
chlorides;density0.08310.24610.1731
p-value(0.0634)(0)(0)
chlorides;pH-0.3151-0.2673-0.186
p-value(0)(0)(0)
chlorides;sulphates0.4760.21820.1537
p-value(0)(0)(0)
chlorides;alcohol-0.1524-0.1011-0.066
p-value(6e-04)(0.0238)(0.0326)
chlorides;quality -0.1013-0.0741-0.0582
p-value(0.0235)(0.0977)(0.0959)
freesulfurdioxide;totalsulfurdioxide0.71790.81240.6264
p-value(0)(0)(0)
freesulfurdioxide;density-0.0292-0.07-0.0507
p-value(0.5153)(0.1181)(0.1002)
freesulfurdioxide;pH0.10540.13320.0898
p-value(0.0184)(0.0029)(0.0036)
freesulfurdioxide;sulphates0.04240.00550.0036
p-value(0.3439)(0.9031)(0.9077)
freesulfurdioxide;alcohol-0.0271-0.0249-0.0165
p-value(0.5459)(0.5786)(0.5982)
freesulfurdioxide;quality -0.1485-0.1213-0.0973
p-value(9e-04)(0.0066)(0.006)
totalsulfurdioxide;density-0.1342-0.105-0.0698
p-value(0.0026)(0.0188)(0.0216)
totalsulfurdioxide;pH0.00290.04430.027
p-value(0.9476)(0.3226)(0.3747)
totalsulfurdioxide;sulphates0.0574-0.0546-0.0381
p-value(0.2)(0.2233)(0.2097)
totalsulfurdioxide;alcohol-0.1141-0.1232-0.0855
p-value(0.0107)(0.0058)(0.0055)
totalsulfurdioxide;quality -0.2801-0.2822-0.2228
p-value(0)(0)(0)
density;pH-0.3938-0.3417-0.2406
p-value(0)(0)(0)
density;sulphates0.21040.3750.2571
p-value(0)(0)(0)
density;alcohol-0.184-0.0307-0.0196
p-value(0)(0.4934)(0.5255)
density;quality 0.11010.15240.1215
p-value(0.0138)(6e-04)(5e-04)
pH;sulphates-0.3617-0.3118-0.2151
p-value(0)(0)(0)
pH;alcohol0.13840.07030.0496
p-value(0.0019)(0.1165)(0.1091)
pH;quality -0.0892-0.0746-0.0589
p-value(0.0463)(0.0956)(0.0925)
sulphates;alcohol0.06810.17910.1252
p-value(0.1283)(1e-04)(1e-04)
sulphates;quality 0.17480.31690.2539
p-value(1e-04)(0)(0)
alcohol;quality 0.44630.41950.3405
p-value(0)(0)(0)


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 12 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;
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')