id	sid	eid	entity	type
easat-4308	1	1	2576-8484	DATE
easat-4308	2	1	9	CARDINAL
easat-4308	2	2	1	CARDINAL
easat-4308	2	3	1045-1068	CARDINAL
easat-4308	2	4	2025	PRODUCT
easat-4308	3	1	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	3	2	2025	CARDINAL
easat-4308	3	3	2025	CARDINAL
easat-4308	3	4	19	CARDINAL
easat-4308	3	5	november 2024	DATE
easat-4308	3	6	9 january 2024	DATE
easat-4308	3	7	14 january 2025	DATE
easat-4308	3	8	17	CARDINAL
easat-4308	4	1	md	GPE
easat-4308	4	2	hasan1	PERSON
easat-4308	4	3	md raisul islam2	PERSON
easat-4308	4	4	md anisur rahman3	PERSON
easat-4308	4	5	1mba	CARDINAL
easat-4308	4	6	gannon university	ORG
easat-4308	4	7	erie	GPE
easat-4308	4	8	pa, usa	ORG
easat-4308	4	9	m.r.h	PERSON
easat-4308	5	1	2,3engineering	CARDINAL
easat-4308	5	2	western illinois university	ORG
easat-4308	5	3	macomb	GPE
easat-4308	5	4	mr-islam@wiu.edu	NORP
easat-4308	6	1	us	GPE
easat-4308	9	1	five	CARDINAL
easat-4308	9	2	xgboost	PERSON
easat-4308	12	1	mae	GPE
easat-4308	12	2	close to	CARDINAL
easat-4308	12	3	1	CARDINAL
easat-4308	12	4	us	GPE
easat-4308	15	1	1	CARDINAL
easat-4308	16	1	1	CARDINAL
easat-4308	19	1	2	CARDINAL
easat-4308	21	1	seasonal	DATE
easat-4308	21	2	1046	CARDINAL
easat-4308	21	3	2576-8484	DATE
easat-4308	22	1	9	CARDINAL
easat-4308	22	2	1	CARDINAL
easat-4308	22	3	1045-1068	CARDINAL
easat-4308	22	4	2025	CARDINAL
easat-4308	22	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	22	6	2025	CARDINAL
easat-4308	24	1	recent years	DATE
easat-4308	25	1	3	CARDINAL
easat-4308	26	1	wang	ORG
easat-4308	27	1	4	CARDINAL
easat-4308	29	1	one	CARDINAL
easat-4308	29	2	liu	PERSON
easat-4308	30	1	5	CARDINAL
easat-4308	32	1	1.1	CARDINAL
easat-4308	36	1	5	CARDINAL
easat-4308	36	2	6	CARDINAL
easat-4308	37	1	covid-19	PERSON
easat-4308	37	2	3d	CARDINAL
easat-4308	40	1	the united states	GPE
easat-4308	40	2	7	CARDINAL
easat-4308	40	3	8	CARDINAL
easat-4308	41	1	us	GPE
easat-4308	45	1	1.2	CARDINAL
easat-4308	47	1	the united states	GPE
easat-4308	47	2	1047	CARDINAL
easat-4308	47	3	2576-8484	DATE
easat-4308	48	1	9	CARDINAL
easat-4308	48	2	1	CARDINAL
easat-4308	48	3	1045-1068	CARDINAL
easat-4308	48	4	2025	CARDINAL
easat-4308	48	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	48	6	2025	CARDINAL
easat-4308	49	1	delphi method	ORG
easat-4308	49	2	mukherjee	PERSON
easat-4308	50	1	2	CARDINAL
easat-4308	51	1	the united states	GPE
easat-4308	58	1	1.3	CARDINAL
easat-4308	64	1	1.4	CARDINAL
easat-4308	68	1	seasons	DATE
easat-4308	71	1	3	CARDINAL
easat-4308	71	2	4	CARDINAL
easat-4308	73	1	1048	CARDINAL
easat-4308	73	2	2576-8484	DATE
easat-4308	74	1	9	CARDINAL
easat-4308	74	2	1	CARDINAL
easat-4308	74	3	1045-1068	CARDINAL
easat-4308	74	4	2025	CARDINAL
easat-4308	74	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	74	6	2025	CARDINAL
easat-4308	74	7	3	CARDINAL
easat-4308	76	1	2	CARDINAL
easat-4308	76	2	2.1	CARDINAL
easat-4308	83	1	liu	PERSON
easat-4308	84	1	9	CARDINAL
easat-4308	85	1	wang	PERSON
easat-4308	86	1	4	CARDINAL
easat-4308	86	2	4	CARDINAL
easat-4308	86	3	10	CARDINAL
easat-4308	93	1	2.2	CARDINAL
easat-4308	94	1	delphi method	ORG
easat-4308	96	1	mukherjee	PERSON
easat-4308	97	1	2	CARDINAL
easat-4308	98	1	delphi	ORG
easat-4308	100	1	13	CARDINAL
easat-4308	100	2	16	CARDINAL
easat-4308	101	1	1049	CARDINAL
easat-4308	101	2	2576-8484	DATE
easat-4308	102	1	9	CARDINAL
easat-4308	102	2	1	CARDINAL
easat-4308	102	3	1045-1068	CARDINAL
easat-4308	102	4	2025	CARDINAL
easat-4308	102	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	102	6	2025	CARDINAL
easat-4308	107	1	10	CARDINAL
easat-4308	108	1	chen	PERSON
easat-4308	109	1	8	CARDINAL
easat-4308	109	2	xgboost	PERSON
easat-4308	115	1	2.3	CARDINAL
easat-4308	121	1	11	CARDINAL
easat-4308	126	1	li	PERSON
easat-4308	127	1	12	CARDINAL
easat-4308	130	1	10	CARDINAL
easat-4308	132	1	1050	CARDINAL
easat-4308	132	2	2576-8484	DATE
easat-4308	133	1	9	CARDINAL
easat-4308	133	2	1	CARDINAL
easat-4308	133	3	1045-1068	CARDINAL
easat-4308	133	4	2025	CARDINAL
easat-4308	133	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	133	6	2025	CARDINAL
easat-4308	137	1	2.4	CARDINAL
easat-4308	138	1	one	CARDINAL
easat-4308	148	1	one	CARDINAL
easat-4308	156	1	today	DATE
easat-4308	159	1	1051	CARDINAL
easat-4308	159	2	2576-8484	DATE
easat-4308	160	1	9	CARDINAL
easat-4308	160	2	1	CARDINAL
easat-4308	160	3	1045-1068	CARDINAL
easat-4308	160	4	2025	CARDINAL
easat-4308	160	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	160	6	2025	CARDINAL
easat-4308	160	7	3	CARDINAL
easat-4308	160	8	3.1	CARDINAL
easat-4308	162	1	product_id	NORP
easat-4308	162	2	stockouts	ORG
easat-4308	162	3	lag_sales_1	PERSON
easat-4308	171	1	one	CARDINAL
easat-4308	173	1	3.2	CARDINAL
easat-4308	174	1	one	CARDINAL
easat-4308	182	1	1052	CARDINAL
easat-4308	182	2	2576-8484	DATE
easat-4308	183	1	9	CARDINAL
easat-4308	183	2	1	CARDINAL
easat-4308	183	3	1045-1068	CARDINAL
easat-4308	183	4	2025	CARDINAL
easat-4308	183	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	183	6	2025	CARDINAL
easat-4308	183	7	1	CARDINAL
easat-4308	184	1	pca	GPE
easat-4308	186	1	pca	ORG
easat-4308	187	1	3.3	CARDINAL
easat-4308	190	1	1%	PERCENT
easat-4308	190	2	0.0713%	PERCENT
easat-4308	190	3	0.0473%	PERCENT
easat-4308	190	4	0.0314%	PERCENT
easat-4308	191	1	month	DATE
easat-4308	191	2	lag_sales_1	PERSON
easat-4308	191	3	0.0127	CARDINAL
easat-4308	193	1	1	CARDINAL
easat-4308	194	1	0.0473	CARDINAL
easat-4308	196	1	only two	CARDINAL
easat-4308	198	1	1053	CARDINAL
easat-4308	198	2	2576-8484	DATE
easat-4308	199	1	9	CARDINAL
easat-4308	199	2	1	CARDINAL
easat-4308	199	3	1045-1068	CARDINAL
easat-4308	199	4	2025	CARDINAL
easat-4308	199	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	199	6	2025	CARDINAL
easat-4308	199	7	1	CARDINAL
easat-4308	201	1	1.000000	CARDINAL
easat-4308	201	2	0.071305	NORP
easat-4308	201	3	0.047292	CARDINAL
easat-4308	201	4	0.031369	CARDINAL
easat-4308	201	5	0.030639	CARDINAL
easat-4308	201	6	0.025077 month	DATE
easat-4308	201	7	0.021427	CARDINAL
easat-4308	201	8	0.020256	CARDINAL
easat-4308	201	9	0.019214	CARDINAL
easat-4308	201	10	0.012635	ORG
easat-4308	201	11	0.011947	CARDINAL
easat-4308	201	12	0.005971	CARDINAL
easat-4308	203	1	float64	GPE
easat-4308	204	1	2	CARDINAL
easat-4308	205	1	-0.05	CARDINAL
easat-4308	205	2	lag_sales_1	PERSON
easat-4308	205	3	0.06	CARDINAL
easat-4308	206	1	0.07	CARDINAL
easat-4308	206	2	0.05	CARDINAL
easat-4308	208	1	stockouts	ORG
easat-4308	208	2	0.08	CARDINAL
easat-4308	209	1	unemployment_rate(0.07	ORG
easat-4308	212	1	1054	CARDINAL
easat-4308	212	2	2576-8484	DATE
easat-4308	213	1	9	CARDINAL
easat-4308	213	2	1	CARDINAL
easat-4308	213	3	1045-1068	CARDINAL
easat-4308	213	4	2025	CARDINAL
easat-4308	213	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	213	6	2025	CARDINAL
easat-4308	213	7	2	CARDINAL
easat-4308	216	1	3	CARDINAL
easat-4308	216	2	0.06	CARDINAL
easat-4308	221	1	1055	CARDINAL
easat-4308	221	2	2576-8484	DATE
easat-4308	222	1	9	CARDINAL
easat-4308	222	2	1	CARDINAL
easat-4308	222	3	1045-1068	CARDINAL
easat-4308	222	4	2025	CARDINAL
easat-4308	222	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	222	6	2025	CARDINAL
easat-4308	222	7	3	CARDINAL
easat-4308	224	1	first	ORDINAL
easat-4308	224	2	4	CARDINAL
easat-4308	226	1	second	ORDINAL
easat-4308	226	2	first	ORDINAL
easat-4308	229	1	1056	CARDINAL
easat-4308	229	2	2576-8484	DATE
easat-4308	230	1	9	CARDINAL
easat-4308	230	2	1	CARDINAL
easat-4308	230	3	1045-1068	CARDINAL
easat-4308	230	4	2025	CARDINAL
easat-4308	230	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	230	6	2025	CARDINAL
easat-4308	230	7	4	CARDINAL
easat-4308	234	1	1	CARDINAL
easat-4308	234	2	5	CARDINAL
easat-4308	235	1	winter months	DATE
easat-4308	235	2	seasons	DATE
easat-4308	239	1	1057	CARDINAL
easat-4308	239	2	2576-8484	DATE
easat-4308	240	1	9	CARDINAL
easat-4308	240	2	1	CARDINAL
easat-4308	240	3	1045-1068	CARDINAL
easat-4308	240	4	2025	CARDINAL
easat-4308	240	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	240	6	2025	CARDINAL
easat-4308	240	7	5	CARDINAL
easat-4308	242	1	1	CARDINAL
easat-4308	243	1	6	CARDINAL
easat-4308	250	1	1058	CARDINAL
easat-4308	250	2	2576-8484	DATE
easat-4308	251	1	9	CARDINAL
easat-4308	251	2	1	CARDINAL
easat-4308	251	3	1045-1068	CARDINAL
easat-4308	251	4	2025	CARDINAL
easat-4308	251	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	251	6	2025	CARDINAL
easat-4308	251	7	6	CARDINAL
easat-4308	253	1	7	CARDINAL
easat-4308	257	1	1059	CARDINAL
easat-4308	257	2	2576-8484	DATE
easat-4308	258	1	9	CARDINAL
easat-4308	258	2	1	CARDINAL
easat-4308	258	3	1045-1068	CARDINAL
easat-4308	258	4	2025	CARDINAL
easat-4308	258	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	258	6	2025	CARDINAL
easat-4308	258	7	7	CARDINAL
easat-4308	261	1	4	CARDINAL
easat-4308	261	2	4.1	CARDINAL
easat-4308	264	1	firstly	ORDINAL
easat-4308	270	1	pca	ORG
easat-4308	272	1	1060	CARDINAL
easat-4308	272	2	2576-8484	DATE
easat-4308	273	1	9	CARDINAL
easat-4308	273	2	1	CARDINAL
easat-4308	273	3	1045-1068	CARDINAL
easat-4308	273	4	2025	CARDINAL
easat-4308	273	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	273	6	2025	CARDINAL
easat-4308	278	1	4.2	CARDINAL
easat-4308	280	1	five	CARDINAL
easat-4308	280	2	xgbregressor	PERSON
easat-4308	287	1	xgb regressor	PERSON
easat-4308	289	1	xgb regressor	PERSON
easat-4308	293	1	mlp regressor	PERSON
easat-4308	293	2	perceptron regressor	ORG
easat-4308	296	1	five	CARDINAL
easat-4308	298	1	4.3	CARDINAL
easat-4308	299	1	1061 edelweiss	QUANTITY
easat-4308	299	2	2576-8484	DATE
easat-4308	300	1	9	CARDINAL
easat-4308	300	2	1	CARDINAL
easat-4308	300	3	1045-1068	CARDINAL
easat-4308	300	4	2025	CARDINAL
easat-4308	300	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	300	6	2025	CARDINAL
easat-4308	301	1	95%	PERCENT
easat-4308	304	1	mae	PERSON
easat-4308	306	1	mae	PERSON
easat-4308	311	1	mse	ORG
easat-4308	314	1	5	CARDINAL
easat-4308	314	2	5.1	CARDINAL
easat-4308	317	1	2	CARDINAL
easat-4308	318	1	rmse	ORG
easat-4308	318	2	mae	PERSON
easat-4308	319	1	rmse mae	ORG
easat-4308	319	2	0.985	CARDINAL
easat-4308	319	3	0.003	MONEY
easat-4308	319	4	1.014 0.878	CARDINAL
easat-4308	319	5	1.091	CARDINAL
easat-4308	319	6	0.988 0.873 -0.001 mlp	MONEY
easat-4308	319	7	1.259 1.059	CARDINAL
easat-4308	319	8	mae	PERSON
easat-4308	321	1	0.9853973287715153	CARDINAL
easat-4308	322	1	mae	PERSON
easat-4308	323	1	xg	ORG
easat-4308	323	2	mlp regressor	PERSON
easat-4308	324	1	mae	GPE
easat-4308	325	1	1062	CARDINAL
easat-4308	325	2	2576-8484	DATE
easat-4308	326	1	9	CARDINAL
easat-4308	326	2	1	CARDINAL
easat-4308	326	3	1045-1068	CARDINAL
easat-4308	326	4	2025	CARDINAL
easat-4308	326	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	326	6	2025	CARDINAL
easat-4308	327	1	mae	PERSON
easat-4308	330	1	0.9880205912676231	CARDINAL
easat-4308	331	1	mae	PERSON
easat-4308	333	1	1	CARDINAL
easat-4308	336	1	0.9853973287715153	CARDINAL
easat-4308	336	2	0.0033968179947365673	CARDINAL
easat-4308	338	1	8	CARDINAL
easat-4308	348	1	5.2	CARDINAL
easat-4308	351	1	1063	CARDINAL
easat-4308	351	2	2576-8484	DATE
easat-4308	352	1	9	CARDINAL
easat-4308	352	2	1	CARDINAL
easat-4308	352	3	1045-1068	CARDINAL
easat-4308	352	4	2025	CARDINAL
easat-4308	352	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	352	6	2025	CARDINAL
easat-4308	353	1	eda	ORG
easat-4308	366	1	5.3	CARDINAL
easat-4308	367	1	xg	ORG
easat-4308	368	1	above 30%	PERCENT
easat-4308	368	2	9	CARDINAL
easat-4308	369	1	11	CARDINAL
easat-4308	370	1	10	CARDINAL
easat-4308	370	2	months	DATE
easat-4308	371	1	around month 5	DATE
easat-4308	372	1	around month 10	DATE
easat-4308	373	1	seasonal	DATE
easat-4308	379	1	1064	CARDINAL
easat-4308	379	2	2576-8484	DATE
easat-4308	380	1	9	CARDINAL
easat-4308	380	2	1	CARDINAL
easat-4308	380	3	1045-1068	CARDINAL
easat-4308	380	4	2025	CARDINAL
easat-4308	380	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	380	6	2025	CARDINAL
easat-4308	380	7	9	CARDINAL
easat-4308	382	1	above 30%	PERCENT
easat-4308	382	2	below 30%	PERCENT
easat-4308	383	1	10	CARDINAL
easat-4308	384	1	seasonal	DATE
easat-4308	385	1	the spring and summer months	DATE
easat-4308	385	2	the fall and winter months	DATE
easat-4308	386	1	1065	CARDINAL
easat-4308	386	2	2576-8484	DATE
easat-4308	387	1	9	CARDINAL
easat-4308	387	2	1	CARDINAL
easat-4308	387	3	1045-1068	CARDINAL
easat-4308	387	4	2025	CARDINAL
easat-4308	387	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	387	6	2025	CARDINAL
easat-4308	387	7	11	CARDINAL
easat-4308	390	1	6	CARDINAL
easat-4308	390	2	6.1	CARDINAL
easat-4308	392	1	first	ORDINAL
easat-4308	395	1	fed	ORG
easat-4308	398	1	6.2	CARDINAL
easat-4308	401	1	1066	CARDINAL
easat-4308	401	2	2576-8484	DATE
easat-4308	402	1	9	CARDINAL
easat-4308	402	2	1	CARDINAL
easat-4308	402	3	1045-1068	CARDINAL
easat-4308	402	4	2025	CARDINAL
easat-4308	402	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	402	6	2025	CARDINAL
easat-4308	403	1	docker	PERSON
easat-4308	406	1	6.3	CARDINAL
easat-4308	410	1	30-50%	PERCENT
easat-4308	410	2	10-20%	PERCENT
easat-4308	414	1	7	CARDINAL
easat-4308	414	2	7.1	CARDINAL
easat-4308	415	1	liu	PERSON
easat-4308	416	1	5	CARDINAL
easat-4308	417	1	us	GPE
easat-4308	424	1	1067	CARDINAL
easat-4308	424	2	2576-8484	DATE
easat-4308	425	1	9	CARDINAL
easat-4308	425	2	1	CARDINAL
easat-4308	425	3	1045-1068	CARDINAL
easat-4308	425	4	2025	CARDINAL
easat-4308	425	5	10.55214/25768484.v9i1.4308	CARDINAL
easat-4308	425	6	2025	CARDINAL
easat-4308	425	7	7.2	CARDINAL
easat-4308	427	1	one	CARDINAL
easat-4308	430	1	6	CARDINAL
easat-4308	434	1	11	CARDINAL
easat-4308	437	1	7.3	CARDINAL
easat-4308	439	1	one	CARDINAL
easat-4308	444	1	8	CARDINAL
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