Data Association Methodology to Improve Spatial Predictions in Alternative Marketing Circuits in Ecuador

Table 3

Value sale products.

Fecha	Acelga	Ajo	Arveja	Babacos	Brócoli	Cebolla blanca	Cebolla colorada	Cebolla paiteña	Choclo	Col	Col verde	Coliflor	Espinaca	Frejol	Frutilla	Habas	Hierbas	Lechuga	Melloco	Nabo	Papas	Pepinillo	Pepino	Pimiento	Rabano	Remolacha	Tomate de arbol	Tomate riñon	Vainita	Zanahoria	Zapallo
1/5/2014	13.75	21	82	9	32.8	44.5	26	41	56	22.5	8	11	4.25	5	38	84.5	23.5	18.25	26	3	180	16.5	12	17	6.5	3.5	42	121	2.5	29	8.5
1/12/2014	14.75	21	65	9	30.3	51.25	26	52	56	22.5	8	14	0.25	5	1	97	23.5	30.25	26	3	198	16.5	12	20	6.5	5.5	42	131	2.5	29	8.5
1/19/2014	1125	21	51	9	25.5	44	16	28	16	30		9	0.25	5		85.5	19.5	18.25	16	3	160	12.5	12	16	4.5	5.5	30	139	0.5	24	8.5
1/26/2014	1125	21.5	52	9	32.8	44.5	26	36	15	5	8	15	4.25	15		89.5	18	29.25	26	3	156	16.5	12	14	4.5	8.5	30	98	2.5	26	8.5
2/2/2014	1125	3.5	76	9	15.9	22.5	41	75		5	9	173	6.5	34	52	92.5	19	29.6	25.6	3	156	48	12	14	5.25	10.5	39		6	162	8.5
2/9/2014	7.5	6.5	28.5	51	7.6	26	6	37.5	40	13	4	3.7	3	37	87	60	12.5	21.4	4.4	4.7	151	47	48	54.5	9.5	6.5	131		6.5	178	5
2/16/2014	5	3.5	13.3	10	2.5	9.5		11	17	4	17.5	7.5	6	12	34	45	5.5	8	1.7		82		8	37	6.25	27.5	10		5	114	3
3/2/2014	11.5	35	78	10.5	21	52.75	26	87	36	17.5		20.75	2.5	28	37	92	18	23.5	31	3	78	24	12	15	5.25	5.5	77	113	6	38	8.5
3/9/2014	5.25	27	20	16	40.2	62.75	30	4735	24.5	7.2		4.25	5	18.4	50	15	7.5	36.75	10	6	45.5			25.5	11	2	110	133.75		37.5	0.6
3/16/2014	3.55	37	22	6	28.3	158.25	64.4	50.75	34.5	12.8		4.25	7	10.4	50	22	32.7	29.55	12.5	6	103		5	36.5	46		100	50.75		20	0.6
3/23/2014	14	18	13	6	32.4	40	49		107	29.6		7.5	7	13	50	37	15.5	43.5	47	4.75	65	2.5		26	4.5	7.5	151	95.9		48	5
3/30/2014	14	18	13	6	25.6	49	49		89	23.2		7.5	7	13	50	37	14.5	40.5	34	3.75	65	5		25	8	7.5	149	99.9		58	5
4/6/2014	2.5		25	30	4			15	20	15.75				40	20	6		15	23		200	5		30		5	32	58		38
4/13/2014	125	2	31.5	21.25	28	22.15	18.8	15	35.6	18.15		4	1.2	29.5	19.5	11	9.25	23.4	25.5	7.7	140		3	23.15	9.25		23	53.6		26.5	16.2
4/20/2014	3.5	2.4	22	10	40.25	79.3	6.8	42	64.2	33.45				9.6	35	16.5	3.25	50.75	24	3.25	319	30		24.9	9.95	1.75	85	138.1	1.5	54.5
4/27/2014	14	18	13	6	25.6	20	24		71.15	23.2		10	7	13	50	34	14.5	40.5	34		273	125		25	8	7.5	149	71.1		67	5
5/18/2014	12	23	17	36.25	2735	30.6		65.75	93			2.5		38.4	45	46	7.5	57.8	33	6.75	378	91.5		32.5	3.5	8	88	126.65		64.5	0.6
5/25/2014		14	12	16.5	20.35	23.6		39.8	61.2					13	13	16.5	4.5	36	33.5	4.25	319	75		3.15	11	3	75	67.2	3	34	3
6/1/2014	12.75	66	39	26.5	32.2	46	100.75		53.5	23.5		5		81.4	31	62	9.5	35	52	6	441	13		34.25	14.75	8	108	165.75	5.75	68.5	4.6
6/8/2014	12.5	15	14	6	19.65	43	33.4		160	18.15		15.5	28	50	18	15.7	40.5	36.5	3.75	361	70	28		7	2.5	158	106.9		42.5
6/15/2014	4.5	7	17	36.25	17.25	78.6	47		75	11.6		2.5		30	45	40		36.2	33	0.75	360	9.5		25	3.5	5	63	107.9		52
6/22/2014	13.25	96	24	15	36.45	197	77.5		52	13.65		9	7.75	39.5	68	93	6.25	52.5	11	3.25	322	16.75		28.5	1	0	82	76.5	10	60.5	5
6/29/2014	13.25	96	24	15	36.45	190.75	77.5		52	13.65		9	7.75	39.5	68	93	6.25	52.5	11	3.25	358	16.75		28.5	15	0	82	76.5	10	60.5	5