id	sid	tid	token	lemma	pos
american_scientific_journal-1456	1	1	american	american	PROPN
american_scientific_journal-1456	1	2	scientific	scientific	ADJ
american_scientific_journal-1456	1	3	research	research	NOUN
american_scientific_journal-1456	1	4	journal	journal	NOUN
american_scientific_journal-1456	1	5	for	for	ADP
american_scientific_journal-1456	1	6	engineering	engineering	NOUN
american_scientific_journal-1456	1	7	,	,	PUNCT
american_scientific_journal-1456	1	8	technology	technology	NOUN
american_scientific_journal-1456	1	9	,	,	PUNCT
american_scientific_journal-1456	1	10	and	and	CCONJ
american_scientific_journal-1456	1	11	sciences	science	NOUN
american_scientific_journal-1456	1	12	(	(	PUNCT
american_scientific_journal-1456	1	13	asrjets	asrjet	NOUN
american_scientific_journal-1456	1	14	)	)	PUNCT
american_scientific_journal-1456	1	15	issn	issn	PROPN
american_scientific_journal-1456	1	16	(	(	PUNCT
american_scientific_journal-1456	1	17	print	print	NOUN
american_scientific_journal-1456	1	18	)	)	PUNCT
american_scientific_journal-1456	1	19	2313	2313	NUM
american_scientific_journal-1456	1	20	-	-	SYM
american_scientific_journal-1456	1	21	4410	4410	NUM
american_scientific_journal-1456	1	22	,	,	PUNCT
american_scientific_journal-1456	1	23	issn	issn	PROPN
american_scientific_journal-1456	1	24	(	(	PUNCT
american_scientific_journal-1456	1	25	online	online	ADJ
american_scientific_journal-1456	1	26	)	)	PUNCT
american_scientific_journal-1456	1	27	2313	2313	NUM
american_scientific_journal-1456	1	28	-	-	SYM
american_scientific_journal-1456	1	29	4402	4402	NUM
american_scientific_journal-1456	1	30	©	©	PROPN
american_scientific_journal-1456	1	31	global	global	ADJ
american_scientific_journal-1456	1	32	society	society	NOUN
american_scientific_journal-1456	1	33	of	of	ADP
american_scientific_journal-1456	1	34	scientific	scientific	ADJ
american_scientific_journal-1456	1	35	research	research	NOUN
american_scientific_journal-1456	1	36	and	and	CCONJ
american_scientific_journal-1456	1	37	researchers	researcher	NOUN
american_scientific_journal-1456	1	38	http://asrjetsjournal.org/	http://asrjetsjournal.org/	VERB
american_scientific_journal-1456	1	39	an	an	DET
american_scientific_journal-1456	1	40	architecture	architecture	NOUN
american_scientific_journal-1456	1	41	for	for	ADP
american_scientific_journal-1456	1	42	big	big	ADJ
american_scientific_journal-1456	1	43	data	datum	NOUN
american_scientific_journal-1456	1	44	analysis	analysis	NOUN
american_scientific_journal-1456	1	45	in	in	ADP
american_scientific_journal-1456	1	46	the	the	DET
american_scientific_journal-1456	1	47	context	context	NOUN
american_scientific_journal-1456	1	48	of	of	ADP
american_scientific_journal-1456	1	49	social	social	ADJ
american_scientific_journal-1456	1	50	media	medium	NOUN
american_scientific_journal-1456	1	51	:	:	PUNCT
american_scientific_journal-1456	1	52	the	the	DET
american_scientific_journal-1456	1	53	case	case	NOUN
american_scientific_journal-1456	1	54	of	of	ADP
american_scientific_journal-1456	1	55	twitter	twitter	NOUN
american_scientific_journal-1456	1	56	belesti	belesti	NOUN
american_scientific_journal-1456	1	57	melesse	melesse	ADJ
american_scientific_journal-1456	1	58	asressa	asressa	NOUN
american_scientific_journal-1456	1	59	*	*	NOUN
american_scientific_journal-1456	1	60	,	,	PUNCT
american_scientific_journal-1456	1	61	tibebe	tibebe	NOUN
american_scientific_journal-1456	1	62	beshah	beshah	NOUN
american_scientific_journal-1456	1	63	(	(	PUNCT
american_scientific_journal-1456	1	64	phd	phd	NOUN
american_scientific_journal-1456	1	65	)	)	PUNCT
american_scientific_journal-1456	1	66	b	b	PROPN
american_scientific_journal-1456	1	67	amsc	amsc	NOUN
american_scientific_journal-1456	1	68	in	in	ADP
american_scientific_journal-1456	1	69	computer	computer	NOUN
american_scientific_journal-1456	1	70	science	science	NOUN
american_scientific_journal-1456	1	71	,	,	PUNCT
american_scientific_journal-1456	1	72	hilcoe	hilcoe	PROPN
american_scientific_journal-1456	1	73	school	school	NOUN
american_scientific_journal-1456	1	74	of	of	ADP
american_scientific_journal-1456	1	75	computer	computer	NOUN
american_scientific_journal-1456	1	76	science	science	NOUN
american_scientific_journal-1456	1	77	and	and	CCONJ
american_scientific_journal-1456	1	78	technology	technology	NOUN
american_scientific_journal-1456	1	79	,	,	PUNCT
american_scientific_journal-1456	1	80	addis	addis	PROPN
american_scientific_journal-1456	1	81	ababa	ababa	PROPN
american_scientific_journal-1456	1	82	,	,	PUNCT
american_scientific_journal-1456	1	83	ethiiopia	ethiiopia	PROPN
american_scientific_journal-1456	1	84	bassistant	bassistant	NOUN
american_scientific_journal-1456	1	85	professor	professor	NOUN
american_scientific_journal-1456	1	86	,	,	PUNCT
american_scientific_journal-1456	1	87	school	school	NOUN
american_scientific_journal-1456	1	88	of	of	ADP
american_scientific_journal-1456	1	89	information	information	NOUN
american_scientific_journal-1456	1	90	science	science	NOUN
american_scientific_journal-1456	1	91	,	,	PUNCT
american_scientific_journal-1456	1	92	addis	addis	PROPN
american_scientific_journal-1456	1	93	ababa	ababa	PROPN
american_scientific_journal-1456	1	94	university	university	PROPN
american_scientific_journal-1456	1	95	,	,	PUNCT
american_scientific_journal-1456	1	96	addis	addis	PROPN
american_scientific_journal-1456	1	97	ababa	ababa	PROPN
american_scientific_journal-1456	1	98	,	,	PUNCT
american_scientific_journal-1456	1	99	ethiopia	ethiopia	PROPN
american_scientific_journal-1456	1	100	aemail	aemail	NOUN
american_scientific_journal-1456	1	101	:	:	PUNCT
american_scientific_journal-1456	1	102	belestimm@yahoo.com	belestimm@yahoo.com	X
american_scientific_journal-1456	1	103	bemail	bemail	NOUN
american_scientific_journal-1456	1	104	:	:	PUNCT
american_scientific_journal-1456	1	105	tibebe.beshah@gmail.com	tibebe.beshah@gmail.com	X
american_scientific_journal-1456	1	106	abstract	abstract	ADJ
american_scientific_journal-1456	1	107	big	big	ADJ
american_scientific_journal-1456	1	108	data	datum	NOUN
american_scientific_journal-1456	1	109	analytics	analytic	NOUN
american_scientific_journal-1456	1	110	puts	put	VERB
american_scientific_journal-1456	1	111	lots	lot	NOUN
american_scientific_journal-1456	1	112	of	of	ADP
american_scientific_journal-1456	1	113	pressure	pressure	NOUN
american_scientific_journal-1456	1	114	on	on	ADP
american_scientific_journal-1456	1	115	ict	ict	NOUN
american_scientific_journal-1456	1	116	providers	provider	NOUN
american_scientific_journal-1456	1	117	for	for	ADP
american_scientific_journal-1456	1	118	developing	develop	VERB
american_scientific_journal-1456	1	119	new	new	ADJ
american_scientific_journal-1456	1	120	tools	tool	NOUN
american_scientific_journal-1456	1	121	and	and	CCONJ
american_scientific_journal-1456	1	122	technology	technology	NOUN
american_scientific_journal-1456	1	123	to	to	PART
american_scientific_journal-1456	1	124	manage	manage	VERB
american_scientific_journal-1456	1	125	complex	complex	ADJ
american_scientific_journal-1456	1	126	data	datum	NOUN
american_scientific_journal-1456	1	127	.	.	PUNCT
american_scientific_journal-1456	2	1	challenges	challenge	NOUN
american_scientific_journal-1456	2	2	include	include	VERB
american_scientific_journal-1456	2	3	storing	store	VERB
american_scientific_journal-1456	2	4	and	and	CCONJ
american_scientific_journal-1456	2	5	processing	processing	NOUN
american_scientific_journal-1456	2	6	of	of	ADP
american_scientific_journal-1456	2	7	huge	huge	ADJ
american_scientific_journal-1456	2	8	volume	volume	NOUN
american_scientific_journal-1456	2	9	of	of	ADP
american_scientific_journal-1456	2	10	unstructured	unstructured	ADJ
american_scientific_journal-1456	2	11	data	datum	NOUN
american_scientific_journal-1456	2	12	,	,	PUNCT
american_scientific_journal-1456	2	13	handling	handle	VERB
american_scientific_journal-1456	2	14	highvelocity	highvelocity	NOUN
american_scientific_journal-1456	2	15	data	datum	NOUN
american_scientific_journal-1456	2	16	streams	stream	NOUN
american_scientific_journal-1456	2	17	,	,	PUNCT
american_scientific_journal-1456	2	18	cleansing	cleansing	NOUN
american_scientific_journal-1456	2	19	noise	noise	NOUN
american_scientific_journal-1456	2	20	and	and	CCONJ
american_scientific_journal-1456	2	21	abnormality	abnormality	NOUN
american_scientific_journal-1456	2	22	in	in	ADP
american_scientific_journal-1456	2	23	the	the	DET
american_scientific_journal-1456	2	24	data	datum	NOUN
american_scientific_journal-1456	2	25	,	,	PUNCT
american_scientific_journal-1456	2	26	analyzing	analyze	VERB
american_scientific_journal-1456	2	27	the	the	DET
american_scientific_journal-1456	2	28	data	datum	NOUN
american_scientific_journal-1456	2	29	and	and	CCONJ
american_scientific_journal-1456	2	30	finding	finding	NOUN
american_scientific_journal-1456	2	31	value	value	NOUN
american_scientific_journal-1456	2	32	or	or	CCONJ
american_scientific_journal-1456	2	33	meaning	mean	VERB
american_scientific_journal-1456	2	34	full	full	ADJ
american_scientific_journal-1456	2	35	results	result	NOUN
american_scientific_journal-1456	2	36	.	.	PUNCT
american_scientific_journal-1456	3	1	current	current	ADJ
american_scientific_journal-1456	3	2	tools	tool	NOUN
american_scientific_journal-1456	3	3	and	and	CCONJ
american_scientific_journal-1456	3	4	technologies	technology	NOUN
american_scientific_journal-1456	3	5	are	be	AUX
american_scientific_journal-1456	3	6	incapable	incapable	ADJ
american_scientific_journal-1456	3	7	to	to	ADP
american_scientific_journal-1456	3	8	store	store	NOUN
american_scientific_journal-1456	3	9	,	,	PUNCT
american_scientific_journal-1456	3	10	process	process	NOUN
american_scientific_journal-1456	3	11	and	and	CCONJ
american_scientific_journal-1456	3	12	analyze	analyze	VERB
american_scientific_journal-1456	3	13	huge	huge	ADJ
american_scientific_journal-1456	3	14	amount	amount	NOUN
american_scientific_journal-1456	3	15	of	of	ADP
american_scientific_journal-1456	3	16	diverse	diverse	ADJ
american_scientific_journal-1456	3	17	data	datum	NOUN
american_scientific_journal-1456	3	18	.	.	PUNCT
american_scientific_journal-1456	4	1	in	in	ADP
american_scientific_journal-1456	4	2	this	this	DET
american_scientific_journal-1456	4	3	research	research	NOUN
american_scientific_journal-1456	4	4	,	,	PUNCT
american_scientific_journal-1456	4	5	we	we	PRON
american_scientific_journal-1456	4	6	proposed	propose	VERB
american_scientific_journal-1456	4	7	an	an	DET
american_scientific_journal-1456	4	8	architecture	architecture	NOUN
american_scientific_journal-1456	4	9	that	that	PRON
american_scientific_journal-1456	4	10	enables	enable	VERB
american_scientific_journal-1456	4	11	an	an	DET
american_scientific_journal-1456	4	12	effective	effective	ADJ
american_scientific_journal-1456	4	13	storage	storage	NOUN
american_scientific_journal-1456	4	14	and	and	CCONJ
american_scientific_journal-1456	4	15	analysis	analysis	NOUN
american_scientific_journal-1456	4	16	of	of	ADP
american_scientific_journal-1456	4	17	unstructured	unstructured	ADJ
american_scientific_journal-1456	4	18	data	datum	NOUN
american_scientific_journal-1456	4	19	,	,	PUNCT
american_scientific_journal-1456	4	20	and	and	CCONJ
american_scientific_journal-1456	4	21	developed	develop	VERB
american_scientific_journal-1456	4	22	a	a	DET
american_scientific_journal-1456	4	23	prototype	prototype	NOUN
american_scientific_journal-1456	4	24	to	to	PART
american_scientific_journal-1456	4	25	evaluate	evaluate	VERB
american_scientific_journal-1456	4	26	and	and	CCONJ
american_scientific_journal-1456	4	27	test	test	VERB
american_scientific_journal-1456	4	28	it	it	PRON
american_scientific_journal-1456	4	29	.	.	PUNCT
american_scientific_journal-1456	5	1	this	this	DET
american_scientific_journal-1456	5	2	research	research	NOUN
american_scientific_journal-1456	5	3	presents	present	VERB
american_scientific_journal-1456	5	4	the	the	DET
american_scientific_journal-1456	5	5	work	work	NOUN
american_scientific_journal-1456	5	6	of	of	ADP
american_scientific_journal-1456	5	7	investigating	investigate	VERB
american_scientific_journal-1456	5	8	and	and	CCONJ
american_scientific_journal-1456	5	9	designing	design	VERB
american_scientific_journal-1456	5	10	a	a	DET
american_scientific_journal-1456	5	11	big	big	ADJ
american_scientific_journal-1456	5	12	data	datum	NOUN
american_scientific_journal-1456	5	13	analysis	analysis	NOUN
american_scientific_journal-1456	5	14	solution	solution	NOUN
american_scientific_journal-1456	5	15	using	use	VERB
american_scientific_journal-1456	5	16	a	a	DET
american_scientific_journal-1456	5	17	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	5	18	platform	platform	NOUN
american_scientific_journal-1456	5	19	named	name	VERB
american_scientific_journal-1456	5	20	hadoop	hadoop	NOUN
american_scientific_journal-1456	5	21	and	and	CCONJ
american_scientific_journal-1456	5	22	a	a	DET
american_scientific_journal-1456	5	23	data	data	NOUN
american_scientific_journal-1456	5	24	warehouse	warehouse	NOUN
american_scientific_journal-1456	5	25	infrastructure	infrastructure	NOUN
american_scientific_journal-1456	5	26	built	build	VERB
american_scientific_journal-1456	5	27	on	on	ADP
american_scientific_journal-1456	5	28	top	top	NOUN
american_scientific_journal-1456	5	29	of	of	ADP
american_scientific_journal-1456	5	30	hadoop	hadoop	NOUN
american_scientific_journal-1456	5	31	called	call	VERB
american_scientific_journal-1456	5	32	hive	hive	NOUN
american_scientific_journal-1456	5	33	which	which	PRON
american_scientific_journal-1456	5	34	enables	enable	VERB
american_scientific_journal-1456	5	35	the	the	DET
american_scientific_journal-1456	5	36	analysis	analysis	NOUN
american_scientific_journal-1456	5	37	of	of	ADP
american_scientific_journal-1456	5	38	unstructured	unstructured	ADJ
american_scientific_journal-1456	5	39	data	datum	NOUN
american_scientific_journal-1456	5	40	.	.	PUNCT
american_scientific_journal-1456	6	1	the	the	DET
american_scientific_journal-1456	6	2	proposed	propose	VERB
american_scientific_journal-1456	6	3	architecture	architecture	NOUN
american_scientific_journal-1456	6	4	is	be	AUX
american_scientific_journal-1456	6	5	validated	validate	VERB
american_scientific_journal-1456	6	6	through	through	ADP
american_scientific_journal-1456	6	7	the	the	DET
american_scientific_journal-1456	6	8	development	development	NOUN
american_scientific_journal-1456	6	9	of	of	ADP
american_scientific_journal-1456	6	10	a	a	DET
american_scientific_journal-1456	6	11	prototype	prototype	NOUN
american_scientific_journal-1456	6	12	that	that	PRON
american_scientific_journal-1456	6	13	can	can	AUX
american_scientific_journal-1456	6	14	analyze	analyze	VERB
american_scientific_journal-1456	6	15	unstructured	unstructured	ADJ
american_scientific_journal-1456	6	16	data	datum	NOUN
american_scientific_journal-1456	6	17	using	use	VERB
american_scientific_journal-1456	6	18	hadoop	hadoop	NOUN
american_scientific_journal-1456	6	19	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	6	20	,	,	PUNCT
american_scientific_journal-1456	6	21	hdfs	hdfs	PROPN
american_scientific_journal-1456	6	22	(	(	PUNCT
american_scientific_journal-1456	6	23	hadoop	hadoop	NOUN
american_scientific_journal-1456	6	24	file	file	NOUN
american_scientific_journal-1456	6	25	system	system	NOUN
american_scientific_journal-1456	6	26	)	)	PUNCT
american_scientific_journal-1456	6	27	,	,	PUNCT
american_scientific_journal-1456	6	28	and	and	CCONJ
american_scientific_journal-1456	6	29	hive	hive	NOUN
american_scientific_journal-1456	6	30	.	.	PUNCT
american_scientific_journal-1456	7	1	we	we	PRON
american_scientific_journal-1456	7	2	also	also	ADV
american_scientific_journal-1456	7	3	evaluated	evaluate	VERB
american_scientific_journal-1456	7	4	whether	whether	SCONJ
american_scientific_journal-1456	7	5	this	this	DET
american_scientific_journal-1456	7	6	architecture	architecture	NOUN
american_scientific_journal-1456	7	7	is	be	AUX
american_scientific_journal-1456	7	8	achieving	achieve	VERB
american_scientific_journal-1456	7	9	its	its	PRON
american_scientific_journal-1456	7	10	goals	goal	NOUN
american_scientific_journal-1456	7	11	and	and	CCONJ
american_scientific_journal-1456	7	12	objectives	objective	NOUN
american_scientific_journal-1456	7	13	.	.	PUNCT
american_scientific_journal-1456	8	1	the	the	DET
american_scientific_journal-1456	8	2	evaluation	evaluation	NOUN
american_scientific_journal-1456	8	3	is	be	AUX
american_scientific_journal-1456	8	4	conducted	conduct	VERB
american_scientific_journal-1456	8	5	through	through	ADP
american_scientific_journal-1456	8	6	streaming	streaming	NOUN
american_scientific_journal-1456	8	7	twitter	twitter	NOUN
american_scientific_journal-1456	8	8	data	datum	NOUN
american_scientific_journal-1456	8	9	,	,	PUNCT
american_scientific_journal-1456	8	10	storing	storing	NOUN
american_scientific_journal-1456	8	11	,	,	PUNCT
american_scientific_journal-1456	8	12	processing	processing	NOUN
american_scientific_journal-1456	8	13	,	,	PUNCT
american_scientific_journal-1456	8	14	finally	finally	ADV
american_scientific_journal-1456	8	15	fetching	fetch	VERB
american_scientific_journal-1456	8	16	and	and	CCONJ
american_scientific_journal-1456	8	17	performing	perform	VERB
american_scientific_journal-1456	8	18	sentiment	sentiment	NOUN
american_scientific_journal-1456	8	19	analysis	analysis	NOUN
american_scientific_journal-1456	8	20	.	.	PUNCT
american_scientific_journal-1456	9	1	twitter	twitter	NOUN
american_scientific_journal-1456	9	2	,	,	PUNCT
american_scientific_journal-1456	9	3	one	one	NUM
american_scientific_journal-1456	9	4	of	of	ADP
american_scientific_journal-1456	9	5	the	the	DET
american_scientific_journal-1456	9	6	largest	large	ADJ
american_scientific_journal-1456	9	7	social	social	ADJ
american_scientific_journal-1456	9	8	media	medium	NOUN
american_scientific_journal-1456	9	9	sites	site	NOUN
american_scientific_journal-1456	9	10	,	,	PUNCT
american_scientific_journal-1456	9	11	is	be	AUX
american_scientific_journal-1456	9	12	used	use	VERB
american_scientific_journal-1456	9	13	as	as	ADP
american_scientific_journal-1456	9	14	a	a	DET
american_scientific_journal-1456	9	15	data	data	NOUN
american_scientific_journal-1456	9	16	source	source	NOUN
american_scientific_journal-1456	9	17	in	in	ADP
american_scientific_journal-1456	9	18	our	our	PRON
american_scientific_journal-1456	9	19	experiment	experiment	NOUN
american_scientific_journal-1456	9	20	.	.	PUNCT
american_scientific_journal-1456	10	1	hence	hence	ADV
american_scientific_journal-1456	10	2	,	,	PUNCT
american_scientific_journal-1456	10	3	this	this	DET
american_scientific_journal-1456	10	4	study	study	NOUN
american_scientific_journal-1456	10	5	provided	provide	VERB
american_scientific_journal-1456	10	6	an	an	DET
american_scientific_journal-1456	10	7	architecture	architecture	NOUN
american_scientific_journal-1456	10	8	that	that	PRON
american_scientific_journal-1456	10	9	helps	help	VERB
american_scientific_journal-1456	10	10	to	to	PART
american_scientific_journal-1456	10	11	address	address	VERB
american_scientific_journal-1456	10	12	problems	problem	NOUN
american_scientific_journal-1456	10	13	related	relate	VERB
american_scientific_journal-1456	10	14	to	to	ADP
american_scientific_journal-1456	10	15	big	big	ADJ
american_scientific_journal-1456	10	16	data	datum	NOUN
american_scientific_journal-1456	10	17	analysis	analysis	NOUN
american_scientific_journal-1456	10	18	and	and	CCONJ
american_scientific_journal-1456	10	19	besides	besides	SCONJ
american_scientific_journal-1456	10	20	it	it	PRON
american_scientific_journal-1456	10	21	is	be	AUX
american_scientific_journal-1456	10	22	novel	novel	ADJ
american_scientific_journal-1456	10	23	due	due	ADP
american_scientific_journal-1456	10	24	to	to	ADP
american_scientific_journal-1456	10	25	the	the	DET
american_scientific_journal-1456	10	26	use	use	NOUN
american_scientific_journal-1456	10	27	of	of	ADP
american_scientific_journal-1456	10	28	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	10	29	and	and	CCONJ
american_scientific_journal-1456	10	30	hive	hive	VERB
american_scientific_journal-1456	10	31	in	in	ADP
american_scientific_journal-1456	10	32	a	a	DET
american_scientific_journal-1456	10	33	unique	unique	ADJ
american_scientific_journal-1456	10	34	way	way	NOUN
american_scientific_journal-1456	10	35	for	for	ADP
american_scientific_journal-1456	10	36	twitter	twitter	NOUN
american_scientific_journal-1456	10	37	data	datum	NOUN
american_scientific_journal-1456	10	38	analysis	analysis	NOUN
american_scientific_journal-1456	10	39	.	.	PUNCT
american_scientific_journal-1456	11	1	the	the	DET
american_scientific_journal-1456	11	2	results	result	NOUN
american_scientific_journal-1456	11	3	of	of	ADP
american_scientific_journal-1456	11	4	this	this	DET
american_scientific_journal-1456	11	5	work	work	NOUN
american_scientific_journal-1456	11	6	can	can	AUX
american_scientific_journal-1456	11	7	be	be	AUX
american_scientific_journal-1456	11	8	applied	apply	VERB
american_scientific_journal-1456	11	9	by	by	ADP
american_scientific_journal-1456	11	10	enterprises	enterprise	NOUN
american_scientific_journal-1456	11	11	in	in	ADP
american_scientific_journal-1456	11	12	sentiment	sentiment	NOUN
american_scientific_journal-1456	11	13	analysis	analysis	NOUN
american_scientific_journal-1456	11	14	to	to	PART
american_scientific_journal-1456	11	15	understand	understand	VERB
american_scientific_journal-1456	11	16	how	how	SCONJ
american_scientific_journal-1456	11	17	their	their	PRON
american_scientific_journal-1456	11	18	customers	customer	NOUN
american_scientific_journal-1456	11	19	feel	feel	VERB
american_scientific_journal-1456	11	20	about	about	ADP
american_scientific_journal-1456	11	21	a	a	DET
american_scientific_journal-1456	11	22	particular	particular	ADJ
american_scientific_journal-1456	11	23	product	product	NOUN
american_scientific_journal-1456	11	24	or	or	CCONJ
american_scientific_journal-1456	11	25	service	service	NOUN
american_scientific_journal-1456	11	26	and	and	CCONJ
american_scientific_journal-1456	11	27	to	to	PART
american_scientific_journal-1456	11	28	track	track	VERB
american_scientific_journal-1456	11	29	how	how	SCONJ
american_scientific_journal-1456	11	30	those	those	DET
american_scientific_journal-1456	11	31	opinions	opinion	NOUN
american_scientific_journal-1456	11	32	change	change	VERB
american_scientific_journal-1456	11	33	over	over	ADP
american_scientific_journal-1456	11	34	time	time	NOUN
american_scientific_journal-1456	11	35	,	,	PUNCT
american_scientific_journal-1456	11	36	and	and	CCONJ
american_scientific_journal-1456	11	37	also	also	ADV
american_scientific_journal-1456	11	38	to	to	PART
american_scientific_journal-1456	11	39	get	get	VERB
american_scientific_journal-1456	11	40	information	information	NOUN
american_scientific_journal-1456	11	41	regarding	regard	VERB
american_scientific_journal-1456	11	42	the	the	DET
american_scientific_journal-1456	11	43	relative	relative	ADJ
american_scientific_journal-1456	11	44	performances	performance	NOUN
american_scientific_journal-1456	11	45	of	of	ADP
american_scientific_journal-1456	11	46	their	their	PRON
american_scientific_journal-1456	11	47	competitors	competitor	NOUN
american_scientific_journal-1456	11	48	.	.	PUNCT
american_scientific_journal-1456	12	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-1456	13	1	*	*	PUNCT
american_scientific_journal-1456	13	2	corresponding	correspond	VERB
american_scientific_journal-1456	13	3	author	author	NOUN
american_scientific_journal-1456	13	4	.	.	PUNCT
american_scientific_journal-1456	14	1	234	234	NUM
american_scientific_journal-1456	14	2	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-1456	14	3	american	american	ADJ
american_scientific_journal-1456	14	4	scientific	scientific	ADJ
american_scientific_journal-1456	14	5	research	research	NOUN
american_scientific_journal-1456	14	6	journal	journal	NOUN
american_scientific_journal-1456	14	7	for	for	ADP
american_scientific_journal-1456	14	8	engineering	engineering	NOUN
american_scientific_journal-1456	14	9	,	,	PUNCT
american_scientific_journal-1456	14	10	technology	technology	NOUN
american_scientific_journal-1456	14	11	,	,	PUNCT
american_scientific_journal-1456	14	12	and	and	CCONJ
american_scientific_journal-1456	14	13	sciences	science	NOUN
american_scientific_journal-1456	14	14	(	(	PUNCT
american_scientific_journal-1456	14	15	asrjets	asrjet	NOUN
american_scientific_journal-1456	14	16	)	)	PUNCT
american_scientific_journal-1456	14	17	(	(	PUNCT
american_scientific_journal-1456	14	18	2016	2016	NUM
american_scientific_journal-1456	14	19	)	)	PUNCT
american_scientific_journal-1456	14	20	volume	volume	NOUN
american_scientific_journal-1456	14	21	17	17	NUM
american_scientific_journal-1456	14	22	,	,	PUNCT
american_scientific_journal-1456	14	23	no	no	DET
american_scientific_journal-1456	14	24	1	1	NUM
american_scientific_journal-1456	14	25	,	,	PUNCT
american_scientific_journal-1456	14	26	pp	pp	ADV
american_scientific_journal-1456	14	27	234	234	NUM
american_scientific_journal-1456	14	28	-	-	SYM
american_scientific_journal-1456	14	29	244	244	NUM
american_scientific_journal-1456	14	30	keywords	keyword	NOUN
american_scientific_journal-1456	14	31	:	:	PUNCT
american_scientific_journal-1456	14	32	big	big	ADJ
american_scientific_journal-1456	14	33	data	datum	NOUN
american_scientific_journal-1456	14	34	analytics	analytic	NOUN
american_scientific_journal-1456	14	35	;	;	PUNCT
american_scientific_journal-1456	14	36	big	big	ADJ
american_scientific_journal-1456	14	37	data	datum	NOUN
american_scientific_journal-1456	14	38	analytics	analytic	NOUN
american_scientific_journal-1456	14	39	frameworks	framework	NOUN
american_scientific_journal-1456	14	40	;	;	PUNCT
american_scientific_journal-1456	14	41	unstructured	unstructured	ADJ
american_scientific_journal-1456	14	42	data	datum	NOUN
american_scientific_journal-1456	14	43	analysis	analysis	NOUN
american_scientific_journal-1456	14	44	;	;	PUNCT
american_scientific_journal-1456	14	45	big	big	ADJ
american_scientific_journal-1456	14	46	data	datum	NOUN
american_scientific_journal-1456	14	47	architecture	architecture	NOUN
american_scientific_journal-1456	14	48	.	.	PUNCT
american_scientific_journal-1456	15	1	1	1	X
american_scientific_journal-1456	15	2	.	.	X
american_scientific_journal-1456	15	3	introduction	introduction	NOUN
american_scientific_journal-1456	15	4	the	the	DET
american_scientific_journal-1456	15	5	emerging	emerge	VERB
american_scientific_journal-1456	15	6	big	big	ADJ
american_scientific_journal-1456	15	7	data	datum	NOUN
american_scientific_journal-1456	15	8	paradigm	paradigm	NOUN
american_scientific_journal-1456	15	9	has	have	AUX
american_scientific_journal-1456	15	10	recently	recently	ADV
american_scientific_journal-1456	15	11	attracted	attract	VERB
american_scientific_journal-1456	15	12	so	so	ADV
american_scientific_journal-1456	15	13	much	much	ADJ
american_scientific_journal-1456	15	14	attention	attention	NOUN
american_scientific_journal-1456	15	15	from	from	ADP
american_scientific_journal-1456	15	16	industries	industry	NOUN
american_scientific_journal-1456	15	17	,	,	PUNCT
american_scientific_journal-1456	15	18	academicians	academician	NOUN
american_scientific_journal-1456	15	19	and	and	CCONJ
american_scientific_journal-1456	15	20	the	the	DET
american_scientific_journal-1456	15	21	world	world	NOUN
american_scientific_journal-1456	15	22	at	at	ADP
american_scientific_journal-1456	15	23	large	large	ADJ
american_scientific_journal-1456	15	24	as	as	SCONJ
american_scientific_journal-1456	15	25	it	it	PRON
american_scientific_journal-1456	15	26	has	have	VERB
american_scientific_journal-1456	15	27	a	a	DET
american_scientific_journal-1456	15	28	massive	massive	ADJ
american_scientific_journal-1456	15	29	impact	impact	NOUN
american_scientific_journal-1456	15	30	on	on	ADP
american_scientific_journal-1456	15	31	society	society	NOUN
american_scientific_journal-1456	15	32	,	,	PUNCT
american_scientific_journal-1456	15	33	the	the	DET
american_scientific_journal-1456	15	34	government	government	NOUN
american_scientific_journal-1456	15	35	,	,	PUNCT
american_scientific_journal-1456	15	36	businesses	business	NOUN
american_scientific_journal-1456	15	37	,	,	PUNCT
american_scientific_journal-1456	15	38	the	the	DET
american_scientific_journal-1456	15	39	way	way	NOUN
american_scientific_journal-1456	15	40	organizations	organization	NOUN
american_scientific_journal-1456	15	41	are	be	AUX
american_scientific_journal-1456	15	42	managed	manage	VERB
american_scientific_journal-1456	15	43	and	and	CCONJ
american_scientific_journal-1456	15	44	operated	operate	VERB
american_scientific_journal-1456	15	45	,	,	PUNCT
american_scientific_journal-1456	15	46	and	and	CCONJ
american_scientific_journal-1456	15	47	eventually	eventually	ADV
american_scientific_journal-1456	15	48	the	the	DET
american_scientific_journal-1456	15	49	global	global	ADJ
american_scientific_journal-1456	15	50	economy	economy	NOUN
american_scientific_journal-1456	16	1	[	[	X
american_scientific_journal-1456	16	2	1	1	NUM
american_scientific_journal-1456	16	3	]	]	PUNCT
american_scientific_journal-1456	16	4	.	.	PUNCT
american_scientific_journal-1456	17	1	big	big	ADJ
american_scientific_journal-1456	17	2	data	data	PROPN
american_scientific_journal-1456	17	3	encloses	enclose	VERB
american_scientific_journal-1456	17	4	large	large	ADJ
american_scientific_journal-1456	17	5	volume	volume	NOUN
american_scientific_journal-1456	17	6	of	of	ADP
american_scientific_journal-1456	17	7	complex	complex	ADJ
american_scientific_journal-1456	17	8	structured	structure	VERB
american_scientific_journal-1456	17	9	,	,	PUNCT
american_scientific_journal-1456	17	10	semi	semi	ADJ
american_scientific_journal-1456	17	11	-	-	ADJ
american_scientific_journal-1456	17	12	structured	structured	ADJ
american_scientific_journal-1456	17	13	,	,	PUNCT
american_scientific_journal-1456	17	14	and	and	CCONJ
american_scientific_journal-1456	17	15	data	datum	NOUN
american_scientific_journal-1456	17	16	that	that	PRON
american_scientific_journal-1456	17	17	is	be	AUX
american_scientific_journal-1456	17	18	difficult	difficult	ADJ
american_scientific_journal-1456	17	19	to	to	PART
american_scientific_journal-1456	17	20	process	process	VERB
american_scientific_journal-1456	17	21	using	use	VERB
american_scientific_journal-1456	17	22	conventional	conventional	ADJ
american_scientific_journal-1456	17	23	approach	approach	NOUN
american_scientific_journal-1456	17	24	and	and	CCONJ
american_scientific_journal-1456	17	25	is	be	AUX
american_scientific_journal-1456	17	26	unstructured	unstructure	VERB
american_scientific_journal-1456	17	27	in	in	ADP
american_scientific_journal-1456	17	28	nature	nature	NOUN
american_scientific_journal-1456	17	29	[	[	X
american_scientific_journal-1456	17	30	2	2	NUM
american_scientific_journal-1456	17	31	]	]	PUNCT
american_scientific_journal-1456	17	32	.	.	PUNCT
american_scientific_journal-1456	18	1	as	as	ADV
american_scientific_journal-1456	18	2	far	far	ADV
american_scientific_journal-1456	18	3	back	back	ADV
american_scientific_journal-1456	18	4	as	as	ADP
american_scientific_journal-1456	18	5	2001	2001	NUM
american_scientific_journal-1456	18	6	,	,	PUNCT
american_scientific_journal-1456	18	7	doug	doug	PROPN
american_scientific_journal-1456	18	8	laney	laney	PROPN
american_scientific_journal-1456	18	9	described	describe	VERB
american_scientific_journal-1456	18	10	the	the	DET
american_scientific_journal-1456	18	11	well	well	ADV
american_scientific_journal-1456	18	12	-	-	PUNCT
american_scientific_journal-1456	18	13	known	know	VERB
american_scientific_journal-1456	18	14	definition	definition	NOUN
american_scientific_journal-1456	18	15	of	of	ADP
american_scientific_journal-1456	18	16	big	big	ADJ
american_scientific_journal-1456	18	17	data	datum	NOUN
american_scientific_journal-1456	18	18	as	as	ADP
american_scientific_journal-1456	18	19	the	the	DET
american_scientific_journal-1456	18	20	3vs	3vs	NOUN
american_scientific_journal-1456	18	21	of	of	ADP
american_scientific_journal-1456	18	22	big	big	ADJ
american_scientific_journal-1456	18	23	data	datum	NOUN
american_scientific_journal-1456	18	24	like	like	ADP
american_scientific_journal-1456	18	25	volume	volume	NOUN
american_scientific_journal-1456	18	26	,	,	PUNCT
american_scientific_journal-1456	18	27	velocity	velocity	NOUN
american_scientific_journal-1456	18	28	and	and	CCONJ
american_scientific_journal-1456	18	29	variety	variety	NOUN
american_scientific_journal-1456	19	1	[	[	X
american_scientific_journal-1456	19	2	3	3	NUM
american_scientific_journal-1456	19	3	]	]	PUNCT
american_scientific_journal-1456	19	4	.	.	PUNCT
american_scientific_journal-1456	20	1	according	accord	VERB
american_scientific_journal-1456	20	2	to	to	ADP
american_scientific_journal-1456	20	3	[	[	X
american_scientific_journal-1456	20	4	1	1	NUM
american_scientific_journal-1456	20	5	]	]	PUNCT
american_scientific_journal-1456	20	6	,	,	PUNCT
american_scientific_journal-1456	20	7	there	there	PRON
american_scientific_journal-1456	20	8	are	be	VERB
american_scientific_journal-1456	20	9	five	five	NUM
american_scientific_journal-1456	20	10	attributes	attribute	NOUN
american_scientific_journal-1456	20	11	to	to	PART
american_scientific_journal-1456	20	12	classify	classify	VERB
american_scientific_journal-1456	20	13	big	big	ADJ
american_scientific_journal-1456	20	14	data	datum	NOUN
american_scientific_journal-1456	20	15	,	,	PUNCT
american_scientific_journal-1456	20	16	as	as	SCONJ
american_scientific_journal-1456	20	17	listed	list	VERB
american_scientific_journal-1456	20	18	below	below	ADV
american_scientific_journal-1456	20	19	.	.	PUNCT
american_scientific_journal-1456	21	1	•	•	NUM
american_scientific_journal-1456	21	2	volume	volume	NOUN
american_scientific_journal-1456	21	3	:	:	PUNCT
american_scientific_journal-1456	21	4	the	the	DET
american_scientific_journal-1456	21	5	size	size	NOUN
american_scientific_journal-1456	21	6	of	of	ADP
american_scientific_journal-1456	21	7	the	the	DET
american_scientific_journal-1456	21	8	data	datum	NOUN
american_scientific_journal-1456	21	9	to	to	PART
american_scientific_journal-1456	21	10	be	be	AUX
american_scientific_journal-1456	21	11	managed	manage	VERB
american_scientific_journal-1456	21	12	[	[	PUNCT
american_scientific_journal-1456	21	13	2	2	NUM
american_scientific_journal-1456	21	14	]	]	PUNCT
american_scientific_journal-1456	21	15	.	.	PUNCT
american_scientific_journal-1456	22	1	•	•	NUM
american_scientific_journal-1456	22	2	velocity	velocity	NOUN
american_scientific_journal-1456	22	3	:	:	PUNCT
american_scientific_journal-1456	22	4	the	the	DET
american_scientific_journal-1456	22	5	speed	speed	NOUN
american_scientific_journal-1456	22	6	at	at	ADP
american_scientific_journal-1456	22	7	which	which	PRON
american_scientific_journal-1456	22	8	the	the	DET
american_scientific_journal-1456	22	9	data	data	NOUN
american_scientific_journal-1456	22	10	is	be	AUX
american_scientific_journal-1456	22	11	being	be	AUX
american_scientific_journal-1456	22	12	produced	produce	VERB
american_scientific_journal-1456	22	13	or	or	CCONJ
american_scientific_journal-1456	22	14	the	the	DET
american_scientific_journal-1456	22	15	frequency	frequency	NOUN
american_scientific_journal-1456	22	16	with	with	ADP
american_scientific_journal-1456	22	17	which	which	PRON
american_scientific_journal-1456	22	18	it	it	PRON
american_scientific_journal-1456	22	19	is	be	AUX
american_scientific_journal-1456	22	20	delivered	deliver	VERB
american_scientific_journal-1456	22	21	[	[	PUNCT
american_scientific_journal-1456	22	22	4	4	NUM
american_scientific_journal-1456	22	23	]	]	PUNCT
american_scientific_journal-1456	22	24	.	.	PUNCT
american_scientific_journal-1456	23	1	•	•	NUM
american_scientific_journal-1456	23	2	variety	variety	NOUN
american_scientific_journal-1456	23	3	:	:	PUNCT
american_scientific_journal-1456	23	4	the	the	DET
american_scientific_journal-1456	23	5	data	data	NOUN
american_scientific_journal-1456	23	6	form	form	NOUN
american_scientific_journal-1456	23	7	,	,	PUNCT
american_scientific_journal-1456	23	8	i.e.	i.e.	X
american_scientific_journal-1456	23	9	,	,	PUNCT
american_scientific_journal-1456	23	10	structured	structured	ADJ
american_scientific_journal-1456	23	11	,	,	PUNCT
american_scientific_journal-1456	23	12	semi	semi	ADJ
american_scientific_journal-1456	23	13	-	-	ADJ
american_scientific_journal-1456	23	14	structured	structured	ADJ
american_scientific_journal-1456	23	15	,	,	PUNCT
american_scientific_journal-1456	23	16	and	and	CCONJ
american_scientific_journal-1456	23	17	unstructured	unstructure	VERB
american_scientific_journal-1456	23	18	[	[	X
american_scientific_journal-1456	23	19	1	1	NUM
american_scientific_journal-1456	23	20	]	]	PUNCT
american_scientific_journal-1456	23	21	.	.	PUNCT
american_scientific_journal-1456	24	1	•	•	NOUN
american_scientific_journal-1456	24	2	veracity	veracity	NOUN
american_scientific_journal-1456	24	3	:	:	PUNCT
american_scientific_journal-1456	24	4	it	it	PRON
american_scientific_journal-1456	24	5	includes	include	VERB
american_scientific_journal-1456	24	6	issues	issue	NOUN
american_scientific_journal-1456	24	7	related	relate	VERB
american_scientific_journal-1456	24	8	to	to	ADP
american_scientific_journal-1456	24	9	data	datum	NOUN
american_scientific_journal-1456	24	10	quality	quality	NOUN
american_scientific_journal-1456	24	11	like	like	ADP
american_scientific_journal-1456	24	12	,	,	PUNCT
american_scientific_journal-1456	24	13	incompleteness	incompleteness	NOUN
american_scientific_journal-1456	24	14	,	,	PUNCT
american_scientific_journal-1456	24	15	errors	error	NOUN
american_scientific_journal-1456	24	16	,	,	PUNCT
american_scientific_journal-1456	24	17	noise	noise	NOUN
american_scientific_journal-1456	24	18	and	and	CCONJ
american_scientific_journal-1456	24	19	other	other	ADJ
american_scientific_journal-1456	24	20	attributes	attribute	NOUN
american_scientific_journal-1456	24	21	affecting	affect	VERB
american_scientific_journal-1456	24	22	quality	quality	NOUN
american_scientific_journal-1456	24	23	[	[	X
american_scientific_journal-1456	24	24	5	5	NUM
american_scientific_journal-1456	24	25	]	]	PUNCT
american_scientific_journal-1456	24	26	.	.	PUNCT
american_scientific_journal-1456	25	1	•	•	NUM
american_scientific_journal-1456	25	2	value	value	NOUN
american_scientific_journal-1456	25	3	:	:	PUNCT
american_scientific_journal-1456	25	4	it	it	PRON
american_scientific_journal-1456	25	5	refers	refer	VERB
american_scientific_journal-1456	25	6	to	to	ADP
american_scientific_journal-1456	25	7	data	datum	NOUN
american_scientific_journal-1456	25	8	usability	usability	NOUN
american_scientific_journal-1456	25	9	and	and	CCONJ
american_scientific_journal-1456	25	10	the	the	DET
american_scientific_journal-1456	25	11	practical	practical	ADJ
american_scientific_journal-1456	25	12	possibilities	possibility	NOUN
american_scientific_journal-1456	25	13	of	of	ADP
american_scientific_journal-1456	25	14	their	their	PRON
american_scientific_journal-1456	25	15	use	use	NOUN
american_scientific_journal-1456	25	16	in	in	ADP
american_scientific_journal-1456	25	17	decision	decision	NOUN
american_scientific_journal-1456	25	18	-	-	PUNCT
american_scientific_journal-1456	25	19	making	making	NOUN
american_scientific_journal-1456	25	20	and	and	CCONJ
american_scientific_journal-1456	25	21	,	,	PUNCT
american_scientific_journal-1456	25	22	consequently	consequently	ADV
american_scientific_journal-1456	25	23	,	,	PUNCT
american_scientific_journal-1456	25	24	to	to	ADP
american_scientific_journal-1456	25	25	the	the	DET
american_scientific_journal-1456	25	26	possibility	possibility	NOUN
american_scientific_journal-1456	25	27	of	of	ADP
american_scientific_journal-1456	25	28	generating	generate	VERB
american_scientific_journal-1456	25	29	important	important	ADJ
american_scientific_journal-1456	25	30	value	value	NOUN
american_scientific_journal-1456	25	31	for	for	ADP
american_scientific_journal-1456	25	32	an	an	DET
american_scientific_journal-1456	25	33	organization	organization	NOUN
american_scientific_journal-1456	25	34	[	[	X
american_scientific_journal-1456	25	35	5	5	NUM
american_scientific_journal-1456	25	36	]	]	PUNCT
american_scientific_journal-1456	25	37	.	.	PUNCT
american_scientific_journal-1456	26	1	therefore	therefore	ADV
american_scientific_journal-1456	26	2	big	big	ADJ
american_scientific_journal-1456	26	3	data	datum	NOUN
american_scientific_journal-1456	26	4	refers	refer	VERB
american_scientific_journal-1456	26	5	to	to	ADP
american_scientific_journal-1456	26	6	datasets	dataset	NOUN
american_scientific_journal-1456	26	7	which	which	PRON
american_scientific_journal-1456	26	8	for	for	ADP
american_scientific_journal-1456	26	9	one	one	NUM
american_scientific_journal-1456	26	10	of	of	ADP
american_scientific_journal-1456	26	11	many	many	ADJ
american_scientific_journal-1456	26	12	reasons	reason	NOUN
american_scientific_journal-1456	26	13	(	(	PUNCT
american_scientific_journal-1456	26	14	volume	volume	NOUN
american_scientific_journal-1456	26	15	,	,	PUNCT
american_scientific_journal-1456	26	16	velocity	velocity	NOUN
american_scientific_journal-1456	26	17	,	,	PUNCT
american_scientific_journal-1456	26	18	variety	variety	NOUN
american_scientific_journal-1456	26	19	,	,	PUNCT
american_scientific_journal-1456	26	20	veracity	veracity	NOUN
american_scientific_journal-1456	26	21	,	,	PUNCT
american_scientific_journal-1456	26	22	or	or	CCONJ
american_scientific_journal-1456	26	23	value	value	NOUN
american_scientific_journal-1456	26	24	)	)	PUNCT
american_scientific_journal-1456	26	25	do	do	AUX
american_scientific_journal-1456	26	26	not	not	PART
american_scientific_journal-1456	26	27	fit	fit	VERB
american_scientific_journal-1456	26	28	a	a	DET
american_scientific_journal-1456	26	29	conventional	conventional	ADJ
american_scientific_journal-1456	26	30	relational	relational	ADJ
american_scientific_journal-1456	26	31	database	database	NOUN
american_scientific_journal-1456	26	32	[	[	X
american_scientific_journal-1456	26	33	3	3	NUM
american_scientific_journal-1456	26	34	]	]	PUNCT
american_scientific_journal-1456	26	35	.	.	PUNCT
american_scientific_journal-1456	27	1	unstructured	unstructured	ADJ
american_scientific_journal-1456	27	2	data	data	PROPN
american_scientific_journal-1456	27	3	is	be	AUX
american_scientific_journal-1456	27	4	a	a	DET
american_scientific_journal-1456	27	5	phrase	phrase	NOUN
american_scientific_journal-1456	27	6	for	for	ADP
american_scientific_journal-1456	27	7	describing	describe	VERB
american_scientific_journal-1456	27	8	information	information	NOUN
american_scientific_journal-1456	27	9	without	without	ADP
american_scientific_journal-1456	27	10	a	a	DET
american_scientific_journal-1456	27	11	predefined	predefine	VERB
american_scientific_journal-1456	27	12	data	data	NOUN
american_scientific_journal-1456	27	13	model	model	NOUN
american_scientific_journal-1456	27	14	[	[	X
american_scientific_journal-1456	27	15	6	6	NUM
american_scientific_journal-1456	27	16	]	]	PUNCT
american_scientific_journal-1456	27	17	.	.	PUNCT
american_scientific_journal-1456	28	1	1.1	1.1	NUM
american_scientific_journal-1456	28	2	.	.	PUNCT
american_scientific_journal-1456	29	1	big	big	ADJ
american_scientific_journal-1456	29	2	data	datum	NOUN
american_scientific_journal-1456	29	3	analytics	analytic	NOUN
american_scientific_journal-1456	29	4	frameworks	framework	VERB
american_scientific_journal-1456	29	5	different	different	ADJ
american_scientific_journal-1456	29	6	types	type	NOUN
american_scientific_journal-1456	29	7	of	of	ADP
american_scientific_journal-1456	29	8	frameworks	framework	NOUN
american_scientific_journal-1456	29	9	are	be	AUX
american_scientific_journal-1456	29	10	required	require	VERB
american_scientific_journal-1456	29	11	to	to	PART
american_scientific_journal-1456	29	12	run	run	VERB
american_scientific_journal-1456	29	13	different	different	ADJ
american_scientific_journal-1456	29	14	types	type	NOUN
american_scientific_journal-1456	29	15	of	of	ADP
american_scientific_journal-1456	29	16	analytics	analytic	NOUN
american_scientific_journal-1456	29	17	.	.	PUNCT
american_scientific_journal-1456	30	1	a	a	DET
american_scientific_journal-1456	30	2	variety	variety	NOUN
american_scientific_journal-1456	30	3	of	of	ADP
american_scientific_journal-1456	30	4	workloads	workload	NOUN
american_scientific_journal-1456	30	5	present	present	ADJ
american_scientific_journal-1456	30	6	in	in	ADP
american_scientific_journal-1456	30	7	large	large	ADJ
american_scientific_journal-1456	30	8	-	-	PUNCT
american_scientific_journal-1456	30	9	scale	scale	NOUN
american_scientific_journal-1456	30	10	data	datum	NOUN
american_scientific_journal-1456	30	11	processing	processing	NOUN
american_scientific_journal-1456	30	12	enterprise	enterprise	NOUN
american_scientific_journal-1456	30	13	.	.	PUNCT
american_scientific_journal-1456	31	1	to	to	PART
american_scientific_journal-1456	31	2	accomplish	accomplish	VERB
american_scientific_journal-1456	31	3	a	a	DET
american_scientific_journal-1456	31	4	business	business	NOUN
american_scientific_journal-1456	31	5	objective	objective	NOUN
american_scientific_journal-1456	31	6	,	,	PUNCT
american_scientific_journal-1456	31	7	it	it	PRON
american_scientific_journal-1456	31	8	needs	need	VERB
american_scientific_journal-1456	31	9	to	to	PART
american_scientific_journal-1456	31	10	see	see	VERB
american_scientific_journal-1456	31	11	a	a	DET
american_scientific_journal-1456	31	12	blend	blend	NOUN
american_scientific_journal-1456	31	13	of	of	ADP
american_scientific_journal-1456	31	14	workloads	workload	NOUN
american_scientific_journal-1456	31	15	deployed	deploy	VERB
american_scientific_journal-1456	31	16	:	:	PUNCT
american_scientific_journal-1456	31	17	batch	batch	NOUN
american_scientific_journal-1456	31	18	-	-	PUNCT
american_scientific_journal-1456	31	19	oriented	orient	VERB
american_scientific_journal-1456	31	20	processing	processing	NOUN
american_scientific_journal-1456	31	21	,	,	PUNCT
american_scientific_journal-1456	31	22	oltp	oltp	PROPN
american_scientific_journal-1456	31	23	(	(	PUNCT
american_scientific_journal-1456	31	24	online	online	ADJ
american_scientific_journal-1456	31	25	transaction	transaction	NOUN
american_scientific_journal-1456	31	26	processing	processing	NOUN
american_scientific_journal-1456	31	27	)	)	PUNCT
american_scientific_journal-1456	31	28	,	,	PUNCT
american_scientific_journal-1456	31	29	stream	stream	NOUN
american_scientific_journal-1456	31	30	processing	processing	NOUN
american_scientific_journal-1456	31	31	,	,	PUNCT
american_scientific_journal-1456	31	32	and	and	CCONJ
american_scientific_journal-1456	31	33	interactive	interactive	ADJ
american_scientific_journal-1456	31	34	ad	ad	NOUN
american_scientific_journal-1456	31	35	-	-	PUNCT
american_scientific_journal-1456	31	36	hoc	hoc	VERB
american_scientific_journal-1456	31	37	query	query	NOUN
american_scientific_journal-1456	31	38	[	[	X
american_scientific_journal-1456	31	39	7	7	NUM
american_scientific_journal-1456	31	40	]	]	PUNCT
american_scientific_journal-1456	31	41	.	.	PUNCT
american_scientific_journal-1456	32	1	•	•	PROPN
american_scientific_journal-1456	32	2	apache	apache	PROPN
american_scientific_journal-1456	32	3	hadoop	hadoop	PROPN
american_scientific_journal-1456	32	4	:	:	PUNCT
american_scientific_journal-1456	32	5	apache	apache	PROPN
american_scientific_journal-1456	32	6	hadoop	hadoop	NOUN
american_scientific_journal-1456	32	7	is	be	AUX
american_scientific_journal-1456	32	8	a	a	DET
american_scientific_journal-1456	32	9	software	software	NOUN
american_scientific_journal-1456	32	10	system	system	NOUN
american_scientific_journal-1456	32	11	that	that	PRON
american_scientific_journal-1456	32	12	enables	enable	VERB
american_scientific_journal-1456	32	13	handling	handle	VERB
american_scientific_journal-1456	32	14	distributed	distribute	VERB
american_scientific_journal-1456	32	15	processing	processing	NOUN
american_scientific_journal-1456	32	16	of	of	ADP
american_scientific_journal-1456	32	17	big	big	ADJ
american_scientific_journal-1456	32	18	data	datum	NOUN
american_scientific_journal-1456	32	19	across	across	ADP
american_scientific_journal-1456	32	20	clusters	cluster	NOUN
american_scientific_journal-1456	32	21	of	of	ADP
american_scientific_journal-1456	32	22	commodity	commodity	NOUN
american_scientific_journal-1456	32	23	hardware	hardware	NOUN
american_scientific_journal-1456	32	24	.	.	PUNCT
american_scientific_journal-1456	33	1	hadoop	hadoop	NOUN
american_scientific_journal-1456	33	2	is	be	AUX
american_scientific_journal-1456	33	3	designed	design	VERB
american_scientific_journal-1456	33	4	to	to	PART
american_scientific_journal-1456	33	5	scan	scan	VERB
american_scientific_journal-1456	33	6	large	large	ADJ
american_scientific_journal-1456	33	7	data	datum	NOUN
american_scientific_journal-1456	33	8	set	set	VERB
american_scientific_journal-1456	33	9	to	to	PART
american_scientific_journal-1456	33	10	yield	yield	VERB
american_scientific_journal-1456	33	11	results	result	NOUN
american_scientific_journal-1456	33	12	through	through	ADP
american_scientific_journal-1456	33	13	a	a	DET
american_scientific_journal-1456	33	14	distributed	distribute	VERB
american_scientific_journal-1456	33	15	and	and	CCONJ
american_scientific_journal-1456	33	16	easily	easily	ADV
american_scientific_journal-1456	33	17	scalable	scalable	ADJ
american_scientific_journal-1456	33	18	batch	batch	NOUN
american_scientific_journal-1456	33	19	processing	processing	NOUN
american_scientific_journal-1456	33	20	systems	system	NOUN
american_scientific_journal-1456	33	21	[	[	X
american_scientific_journal-1456	33	22	8	8	NUM
american_scientific_journal-1456	33	23	]	]	PUNCT
american_scientific_journal-1456	33	24	.	.	PUNCT
american_scientific_journal-1456	34	1	•	•	NUM
american_scientific_journal-1456	34	2	project	project	NOUN
american_scientific_journal-1456	34	3	storm	storm	NOUN
american_scientific_journal-1456	34	4	:	:	PUNCT
american_scientific_journal-1456	34	5	in	in	ADP
american_scientific_journal-1456	34	6	order	order	NOUN
american_scientific_journal-1456	34	7	to	to	PART
american_scientific_journal-1456	34	8	carry	carry	VERB
american_scientific_journal-1456	34	9	out	out	ADP
american_scientific_journal-1456	34	10	rigorous	rigorous	ADJ
american_scientific_journal-1456	34	11	data	datum	NOUN
american_scientific_journal-1456	34	12	processing	processing	NOUN
american_scientific_journal-1456	34	13	in	in	ADP
american_scientific_journal-1456	34	14	realtime	realtime	NOUN
american_scientific_journal-1456	34	15	,	,	PUNCT
american_scientific_journal-1456	34	16	storm	storm	NOUN
american_scientific_journal-1456	34	17	has	have	AUX
american_scientific_journal-1456	34	18	got	got	AUX
american_scientific_journal-1456	34	19	developed	develop	VERB
american_scientific_journal-1456	34	20	.	.	PUNCT
american_scientific_journal-1456	35	1	storm	storm	NOUN
american_scientific_journal-1456	35	2	is	be	AUX
american_scientific_journal-1456	35	3	distributed	distribute	VERB
american_scientific_journal-1456	35	4	real	real	ADJ
american_scientific_journal-1456	35	5	-	-	PUNCT
american_scientific_journal-1456	35	6	time	time	NOUN
american_scientific_journal-1456	35	7	computation	computation	NOUN
american_scientific_journal-1456	35	8	framework	framework	NOUN
american_scientific_journal-1456	35	9	developed	develop	VERB
american_scientific_journal-1456	35	10	and	and	CCONJ
american_scientific_journal-1456	35	11	released	release	VERB
american_scientific_journal-1456	35	12	as	as	ADP
american_scientific_journal-1456	35	13	open	open	ADJ
american_scientific_journal-1456	35	14	source	source	NOUN
american_scientific_journal-1456	35	15	by	by	ADP
american_scientific_journal-1456	35	16	twitter	twitter	NOUN
american_scientific_journal-1456	35	17	[	[	X
american_scientific_journal-1456	35	18	2	2	NUM
american_scientific_journal-1456	35	19	]	]	PUNCT
american_scientific_journal-1456	35	20	.	.	PUNCT
american_scientific_journal-1456	36	1	•	•	PROPN
american_scientific_journal-1456	36	2	apache	apache	NOUN
american_scientific_journal-1456	36	3	drill	drill	NOUN
american_scientific_journal-1456	36	4	:	:	PUNCT
american_scientific_journal-1456	36	5	it	it	PRON
american_scientific_journal-1456	36	6	is	be	AUX
american_scientific_journal-1456	36	7	an	an	DET
american_scientific_journal-1456	36	8	open	open	ADJ
american_scientific_journal-1456	36	9	source	source	NOUN
american_scientific_journal-1456	36	10	and	and	CCONJ
american_scientific_journal-1456	36	11	low	low	ADJ
american_scientific_journal-1456	36	12	-	-	PUNCT
american_scientific_journal-1456	36	13	latency	latency	NOUN
american_scientific_journal-1456	36	14	system	system	NOUN
american_scientific_journal-1456	36	15	for	for	ADP
american_scientific_journal-1456	36	16	interactive	interactive	ADJ
american_scientific_journal-1456	36	17	ad	ad	NOUN
american_scientific_journal-1456	36	18	-	-	PUNCT
american_scientific_journal-1456	36	19	hoc	hoc	ADJ
american_scientific_journal-1456	36	20	analysis	analysis	NOUN
american_scientific_journal-1456	36	21	of	of	ADP
american_scientific_journal-1456	36	22	large	large	ADJ
american_scientific_journal-1456	36	23	-	-	PUNCT
american_scientific_journal-1456	36	24	scale	scale	NOUN
american_scientific_journal-1456	36	25	datasets	dataset	NOUN
american_scientific_journal-1456	36	26	.	.	PUNCT
american_scientific_journal-1456	37	1	many	many	ADJ
american_scientific_journal-1456	37	2	times	time	NOUN
american_scientific_journal-1456	37	3	it	it	PRON
american_scientific_journal-1456	37	4	allows	allow	VERB
american_scientific_journal-1456	37	5	delivering	deliver	VERB
american_scientific_journal-1456	37	6	self	self	NOUN
american_scientific_journal-1456	37	7	-	-	PUNCT
american_scientific_journal-1456	37	8	service	service	NOUN
american_scientific_journal-1456	37	9	data	datum	NOUN
american_scientific_journal-1456	37	10	exploration	exploration	NOUN
american_scientific_journal-1456	37	11	capabilities	capability	NOUN
american_scientific_journal-1456	37	12	on	on	ADP
american_scientific_journal-1456	37	13	data	datum	NOUN
american_scientific_journal-1456	37	14	stored	store	VERB
american_scientific_journal-1456	37	15	in	in	ADP
american_scientific_journal-1456	37	16	multiple	multiple	ADJ
american_scientific_journal-1456	37	17	formats	format	NOUN
american_scientific_journal-1456	37	18	that	that	SCONJ
american_scientific_journal-1456	37	19	human	human	ADJ
american_scientific_journal-1456	37	20	sits	sit	VERB
american_scientific_journal-1456	37	21	in	in	ADP
american_scientific_journal-1456	37	22	front	front	NOUN
american_scientific_journal-1456	37	23	of	of	ADP
american_scientific_journal-1456	37	24	business	business	NOUN
american_scientific_journal-1456	37	25	application	application	NOUN
american_scientific_journal-1456	37	26	and	and	CCONJ
american_scientific_journal-1456	37	27	need	need	VERB
american_scientific_journal-1456	37	28	to	to	PART
american_scientific_journal-1456	37	29	execute	execute	VERB
american_scientific_journal-1456	37	30	ad	ad	NOUN
american_scientific_journal-1456	37	31	-	-	PUNCT
american_scientific_journal-1456	37	32	hoc	hoc	ADJ
american_scientific_journal-1456	37	33	queries	query	NOUN
american_scientific_journal-1456	37	34	as	as	ADP
american_scientific_journal-1456	37	35	235	235	NUM
american_scientific_journal-1456	37	36	american	american	ADJ
american_scientific_journal-1456	37	37	scientific	scientific	ADJ
american_scientific_journal-1456	37	38	research	research	NOUN
american_scientific_journal-1456	37	39	journal	journal	NOUN
american_scientific_journal-1456	37	40	for	for	ADP
american_scientific_journal-1456	37	41	engineering	engineering	NOUN
american_scientific_journal-1456	37	42	,	,	PUNCT
american_scientific_journal-1456	37	43	technology	technology	NOUN
american_scientific_journal-1456	37	44	,	,	PUNCT
american_scientific_journal-1456	37	45	and	and	CCONJ
american_scientific_journal-1456	37	46	sciences	science	NOUN
american_scientific_journal-1456	37	47	(	(	PUNCT
american_scientific_journal-1456	37	48	asrjets	asrjet	NOUN
american_scientific_journal-1456	37	49	)	)	PUNCT
american_scientific_journal-1456	37	50	(	(	PUNCT
american_scientific_journal-1456	37	51	2016	2016	NUM
american_scientific_journal-1456	37	52	)	)	PUNCT
american_scientific_journal-1456	37	53	volume	volume	NOUN
american_scientific_journal-1456	37	54	17	17	NUM
american_scientific_journal-1456	37	55	,	,	PUNCT
american_scientific_journal-1456	37	56	no	no	DET
american_scientific_journal-1456	37	57	1	1	NUM
american_scientific_journal-1456	37	58	,	,	PUNCT
american_scientific_journal-1456	37	59	pp	pp	ADV
american_scientific_journal-1456	37	60	234	234	NUM
american_scientific_journal-1456	37	61	-	-	SYM
american_scientific_journal-1456	37	62	244	244	NUM
american_scientific_journal-1456	37	63	per	per	ADP
american_scientific_journal-1456	37	64	business	business	NOUN
american_scientific_journal-1456	37	65	needs	need	NOUN
american_scientific_journal-1456	37	66	.	.	PUNCT
american_scientific_journal-1456	38	1	apache	apache	PROPN
american_scientific_journal-1456	38	2	drill	drill	NOUN
american_scientific_journal-1456	38	3	will	will	AUX
american_scientific_journal-1456	38	4	provide	provide	VERB
american_scientific_journal-1456	38	5	the	the	DET
american_scientific_journal-1456	38	6	solution	solution	NOUN
american_scientific_journal-1456	38	7	for	for	ADP
american_scientific_journal-1456	38	8	all	all	DET
american_scientific_journal-1456	38	9	these	these	DET
american_scientific_journal-1456	38	10	issues	issue	NOUN
american_scientific_journal-1456	38	11	[	[	X
american_scientific_journal-1456	38	12	7	7	NUM
american_scientific_journal-1456	38	13	]	]	PUNCT
american_scientific_journal-1456	38	14	.	.	PUNCT
american_scientific_journal-1456	39	1	apache	apache	PROPN
american_scientific_journal-1456	39	2	hadoop	hadoop	PROPN
american_scientific_journal-1456	39	3	appears	appear	VERB
american_scientific_journal-1456	39	4	to	to	PART
american_scientific_journal-1456	39	5	be	be	AUX
american_scientific_journal-1456	39	6	the	the	DET
american_scientific_journal-1456	39	7	standard	standard	NOUN
american_scientific_journal-1456	39	8	for	for	ADP
american_scientific_journal-1456	39	9	large	large	ADJ
american_scientific_journal-1456	39	10	scale	scale	NOUN
american_scientific_journal-1456	39	11	batch	batch	NOUN
american_scientific_journal-1456	39	12	processing	processing	NOUN
american_scientific_journal-1456	39	13	whereas	whereas	SCONJ
american_scientific_journal-1456	39	14	project	project	NOUN
american_scientific_journal-1456	39	15	storm	storm	NOUN
american_scientific_journal-1456	39	16	is	be	AUX
american_scientific_journal-1456	39	17	well	well	ADV
american_scientific_journal-1456	39	18	suited	suited	ADJ
american_scientific_journal-1456	39	19	for	for	ADP
american_scientific_journal-1456	39	20	data	datum	NOUN
american_scientific_journal-1456	39	21	stream	stream	NOUN
american_scientific_journal-1456	39	22	analysis	analysis	NOUN
american_scientific_journal-1456	39	23	in	in	ADP
american_scientific_journal-1456	39	24	which	which	PRON
american_scientific_journal-1456	39	25	analysis	analysis	NOUN
american_scientific_journal-1456	39	26	made	make	VERB
american_scientific_journal-1456	39	27	is	be	AUX
american_scientific_journal-1456	39	28	real	real	ADJ
american_scientific_journal-1456	39	29	time	time	NOUN
american_scientific_journal-1456	39	30	and	and	CCONJ
american_scientific_journal-1456	39	31	apache	apache	NOUN
american_scientific_journal-1456	39	32	drill	drill	NOUN
american_scientific_journal-1456	39	33	is	be	AUX
american_scientific_journal-1456	39	34	best	good	ADJ
american_scientific_journal-1456	39	35	for	for	ADP
american_scientific_journal-1456	39	36	interactive	interactive	ADJ
american_scientific_journal-1456	39	37	and	and	CCONJ
american_scientific_journal-1456	39	38	ad	ad	NOUN
american_scientific_journal-1456	39	39	-	-	PUNCT
american_scientific_journal-1456	39	40	hoc	hoc	ADJ
american_scientific_journal-1456	39	41	analysis	analysis	NOUN
american_scientific_journal-1456	39	42	[	[	X
american_scientific_journal-1456	39	43	7	7	NUM
american_scientific_journal-1456	39	44	]	]	PUNCT
american_scientific_journal-1456	39	45	.	.	PUNCT
american_scientific_journal-1456	40	1	in	in	ADP
american_scientific_journal-1456	40	2	line	line	NOUN
american_scientific_journal-1456	40	3	with	with	ADP
american_scientific_journal-1456	40	4	this	this	PRON
american_scientific_journal-1456	40	5	,	,	PUNCT
american_scientific_journal-1456	40	6	apache	apache	PROPN
american_scientific_journal-1456	40	7	hadoop	hadoop	NOUN
american_scientific_journal-1456	40	8	has	have	AUX
american_scientific_journal-1456	40	9	been	be	AUX
american_scientific_journal-1456	40	10	preferred	prefer	VERB
american_scientific_journal-1456	40	11	for	for	ADP
american_scientific_journal-1456	40	12	this	this	DET
american_scientific_journal-1456	40	13	study	study	NOUN
american_scientific_journal-1456	40	14	.	.	PUNCT
american_scientific_journal-1456	41	1	1.2	1.2	NUM
american_scientific_journal-1456	41	2	.	.	PUNCT
american_scientific_journal-1456	42	1	the	the	DET
american_scientific_journal-1456	42	2	hadoop	hadoop	NOUN
american_scientific_journal-1456	42	3	framework	framework	NOUN
american_scientific_journal-1456	42	4	hadoop	hadoop	NOUN
american_scientific_journal-1456	42	5	analytics	analytic	NOUN
american_scientific_journal-1456	42	6	take	take	VERB
american_scientific_journal-1456	42	7	a	a	DET
american_scientific_journal-1456	42	8	fundamental	fundamental	ADJ
american_scientific_journal-1456	42	9	approach	approach	NOUN
american_scientific_journal-1456	42	10	to	to	ADP
american_scientific_journal-1456	42	11	a	a	DET
american_scientific_journal-1456	42	12	single	single	ADJ
american_scientific_journal-1456	42	13	large	large	ADJ
american_scientific_journal-1456	42	14	workload	workload	NOUN
american_scientific_journal-1456	42	15	,	,	PUNCT
american_scientific_journal-1456	42	16	mapping	map	VERB
american_scientific_journal-1456	42	17	it	it	PRON
american_scientific_journal-1456	42	18	into	into	ADP
american_scientific_journal-1456	42	19	smaller	small	ADJ
american_scientific_journal-1456	42	20	subworkloads	subworkload	NOUN
american_scientific_journal-1456	42	21	and	and	CCONJ
american_scientific_journal-1456	42	22	distributing	distribute	VERB
american_scientific_journal-1456	42	23	them	they	PRON
american_scientific_journal-1456	42	24	across	across	ADP
american_scientific_journal-1456	42	25	nodes	node	NOUN
american_scientific_journal-1456	42	26	in	in	ADP
american_scientific_journal-1456	42	27	a	a	DET
american_scientific_journal-1456	42	28	cluster	cluster	NOUN
american_scientific_journal-1456	42	29	.	.	PUNCT
american_scientific_journal-1456	43	1	these	these	DET
american_scientific_journal-1456	43	2	smaller	small	ADJ
american_scientific_journal-1456	43	3	workloads	workload	NOUN
american_scientific_journal-1456	43	4	are	be	AUX
american_scientific_journal-1456	43	5	then	then	ADV
american_scientific_journal-1456	43	6	merged	merge	VERB
american_scientific_journal-1456	43	7	to	to	PART
american_scientific_journal-1456	43	8	obtain	obtain	VERB
american_scientific_journal-1456	43	9	the	the	DET
american_scientific_journal-1456	43	10	end	end	NOUN
american_scientific_journal-1456	43	11	result	result	NOUN
american_scientific_journal-1456	43	12	.	.	PUNCT
american_scientific_journal-1456	44	1	hadoop	hadoop	NOUN
american_scientific_journal-1456	44	2	clusters	cluster	NOUN
american_scientific_journal-1456	44	3	usually	usually	ADV
american_scientific_journal-1456	44	4	run	run	VERB
american_scientific_journal-1456	44	5	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	44	6	jobs	job	NOUN
american_scientific_journal-1456	44	7	in	in	ADP
american_scientific_journal-1456	44	8	parallel	parallel	NOUN
american_scientific_journal-1456	44	9	,	,	PUNCT
american_scientific_journal-1456	44	10	in	in	ADP
american_scientific_journal-1456	44	11	addition	addition	NOUN
american_scientific_journal-1456	44	12	to	to	ADP
american_scientific_journal-1456	44	13	background	background	NOUN
american_scientific_journal-1456	44	14	activities	activity	NOUN
american_scientific_journal-1456	44	15	such	such	ADJ
american_scientific_journal-1456	44	16	as	as	ADP
american_scientific_journal-1456	44	17	importing	import	VERB
american_scientific_journal-1456	44	18	/	/	SYM
american_scientific_journal-1456	44	19	exporting	export	VERB
american_scientific_journal-1456	44	20	data	datum	NOUN
american_scientific_journal-1456	44	21	from	from	ADP
american_scientific_journal-1456	44	22	hadoop	hadoop	NOUN
american_scientific_journal-1456	44	23	file	file	NOUN
american_scientific_journal-1456	44	24	system	system	NOUN
american_scientific_journal-1456	44	25	(	(	PUNCT
american_scientific_journal-1456	44	26	hdfs	hdfs	PROPN
american_scientific_journal-1456	44	27	)	)	PUNCT
american_scientific_journal-1456	45	1	[	[	X
american_scientific_journal-1456	45	2	6	6	NUM
american_scientific_journal-1456	45	3	]	]	PUNCT
american_scientific_journal-1456	45	4	.	.	PUNCT
american_scientific_journal-1456	46	1	apache	apache	PROPN
american_scientific_journal-1456	46	2	hadoop	hadoop	NOUN
american_scientific_journal-1456	46	3	provides	provide	VERB
american_scientific_journal-1456	46	4	a	a	DET
american_scientific_journal-1456	46	5	distributed	distribute	VERB
american_scientific_journal-1456	46	6	file	file	NOUN
american_scientific_journal-1456	46	7	system	system	NOUN
american_scientific_journal-1456	46	8	for	for	ADP
american_scientific_journal-1456	46	9	data	datum	NOUN
american_scientific_journal-1456	46	10	storage	storage	NOUN
american_scientific_journal-1456	46	11	and	and	CCONJ
american_scientific_journal-1456	46	12	a	a	DET
american_scientific_journal-1456	46	13	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	46	14	analysis	analysis	NOUN
american_scientific_journal-1456	46	15	system	system	NOUN
american_scientific_journal-1456	46	16	for	for	ADP
american_scientific_journal-1456	46	17	large	large	ADJ
american_scientific_journal-1456	46	18	scale	scale	NOUN
american_scientific_journal-1456	46	19	data	datum	NOUN
american_scientific_journal-1456	46	20	processing	processing	NOUN
american_scientific_journal-1456	46	21	[	[	X
american_scientific_journal-1456	46	22	3	3	NUM
american_scientific_journal-1456	46	23	]	]	PUNCT
american_scientific_journal-1456	46	24	.	.	PUNCT
american_scientific_journal-1456	47	1	1.2.1	1.2.1	NUM
american_scientific_journal-1456	47	2	.	.	X
american_scientific_journal-1456	47	3	hadoop	hadoop	NOUN
american_scientific_journal-1456	47	4	distributed	distribute	VERB
american_scientific_journal-1456	47	5	file	file	NOUN
american_scientific_journal-1456	47	6	system	system	NOUN
american_scientific_journal-1456	47	7	(	(	PUNCT
american_scientific_journal-1456	47	8	hdfs	hdfs	PROPN
american_scientific_journal-1456	47	9	)	)	PUNCT
american_scientific_journal-1456	47	10	hdfs	hdfs	NOUN
american_scientific_journal-1456	47	11	is	be	AUX
american_scientific_journal-1456	47	12	defined	define	VERB
american_scientific_journal-1456	47	13	by	by	ADP
american_scientific_journal-1456	47	14	the	the	DET
american_scientific_journal-1456	47	15	apache	apache	PROPN
american_scientific_journal-1456	47	16	hadoop	hadoop	NOUN
american_scientific_journal-1456	47	17	project	project	NOUN
american_scientific_journal-1456	47	18	as	as	ADP
american_scientific_journal-1456	47	19	the	the	DET
american_scientific_journal-1456	47	20	primary	primary	ADJ
american_scientific_journal-1456	47	21	storage	storage	NOUN
american_scientific_journal-1456	47	22	system	system	NOUN
american_scientific_journal-1456	47	23	used	use	VERB
american_scientific_journal-1456	47	24	by	by	ADP
american_scientific_journal-1456	47	25	hadoop	hadoop	NOUN
american_scientific_journal-1456	47	26	[	[	NOUN
american_scientific_journal-1456	47	27	3	3	NUM
american_scientific_journal-1456	47	28	]	]	PUNCT
american_scientific_journal-1456	47	29	.	.	PUNCT
american_scientific_journal-1456	48	1	an	an	DET
american_scientific_journal-1456	48	2	hdfs	hdfs	NOUN
american_scientific_journal-1456	48	3	cluster	cluster	NOUN
american_scientific_journal-1456	48	4	has	have	VERB
american_scientific_journal-1456	48	5	two	two	NUM
american_scientific_journal-1456	48	6	types	type	NOUN
american_scientific_journal-1456	48	7	of	of	ADP
american_scientific_journal-1456	48	8	nodes	node	NOUN
american_scientific_journal-1456	48	9	:	:	PUNCT
american_scientific_journal-1456	48	10	a	a	DET
american_scientific_journal-1456	48	11	namenode	namenode	NOUN
american_scientific_journal-1456	48	12	(	(	PUNCT
american_scientific_journal-1456	48	13	the	the	DET
american_scientific_journal-1456	48	14	master	master	NOUN
american_scientific_journal-1456	48	15	)	)	PUNCT
american_scientific_journal-1456	48	16	and	and	CCONJ
american_scientific_journal-1456	48	17	a	a	DET
american_scientific_journal-1456	48	18	number	number	NOUN
american_scientific_journal-1456	48	19	of	of	ADP
american_scientific_journal-1456	48	20	datanodes	datanode	NOUN
american_scientific_journal-1456	48	21	(	(	PUNCT
american_scientific_journal-1456	48	22	workers	worker	NOUN
american_scientific_journal-1456	48	23	)	)	PUNCT
american_scientific_journal-1456	48	24	.	.	PUNCT
american_scientific_journal-1456	49	1	they	they	PRON
american_scientific_journal-1456	49	2	operate	operate	VERB
american_scientific_journal-1456	49	3	as	as	ADP
american_scientific_journal-1456	49	4	a	a	DET
american_scientific_journal-1456	49	5	master	master	NOUN
american_scientific_journal-1456	49	6	worker	worker	NOUN
american_scientific_journal-1456	49	7	pattern	pattern	NOUN
american_scientific_journal-1456	49	8	.	.	PUNCT
american_scientific_journal-1456	50	1	the	the	DET
american_scientific_journal-1456	50	2	namenode	namenode	NOUN
american_scientific_journal-1456	50	3	handles	handle	VERB
american_scientific_journal-1456	50	4	the	the	DET
american_scientific_journal-1456	50	5	directory	directory	NOUN
american_scientific_journal-1456	50	6	structure	structure	NOUN
american_scientific_journal-1456	50	7	of	of	ADP
american_scientific_journal-1456	50	8	the	the	DET
american_scientific_journal-1456	50	9	file	file	NOUN
american_scientific_journal-1456	50	10	system	system	NOUN
american_scientific_journal-1456	50	11	and	and	CCONJ
american_scientific_journal-1456	50	12	tracks	track	NOUN
american_scientific_journal-1456	50	13	where	where	SCONJ
american_scientific_journal-1456	50	14	the	the	DET
american_scientific_journal-1456	50	15	file	file	NOUN
american_scientific_journal-1456	50	16	data	datum	NOUN
american_scientific_journal-1456	50	17	is	be	AUX
american_scientific_journal-1456	50	18	kept	keep	VERB
american_scientific_journal-1456	50	19	in	in	ADP
american_scientific_journal-1456	50	20	the	the	DET
american_scientific_journal-1456	50	21	cluster	cluster	NOUN
american_scientific_journal-1456	50	22	.	.	PUNCT
american_scientific_journal-1456	51	1	on	on	ADP
american_scientific_journal-1456	51	2	the	the	DET
american_scientific_journal-1456	51	3	other	other	ADJ
american_scientific_journal-1456	51	4	hand	hand	NOUN
american_scientific_journal-1456	51	5	,	,	PUNCT
american_scientific_journal-1456	51	6	datanodes	datanode	VERB
american_scientific_journal-1456	51	7	are	be	AUX
american_scientific_journal-1456	51	8	the	the	DET
american_scientific_journal-1456	51	9	hdfs	hdfs	ADJ
american_scientific_journal-1456	51	10	components	component	NOUN
american_scientific_journal-1456	51	11	that	that	PRON
american_scientific_journal-1456	51	12	hold	hold	VERB
american_scientific_journal-1456	51	13	the	the	DET
american_scientific_journal-1456	51	14	actual	actual	ADJ
american_scientific_journal-1456	51	15	data	datum	NOUN
american_scientific_journal-1456	51	16	[	[	X
american_scientific_journal-1456	51	17	9	9	NUM
american_scientific_journal-1456	51	18	]	]	PUNCT
american_scientific_journal-1456	51	19	.	.	PUNCT
american_scientific_journal-1456	52	1	1.2.2	1.2.2	X
american_scientific_journal-1456	52	2	.	.	PUNCT
american_scientific_journal-1456	53	1	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	53	2	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	53	3	is	be	AUX
american_scientific_journal-1456	53	4	a	a	DET
american_scientific_journal-1456	53	5	tool	tool	NOUN
american_scientific_journal-1456	53	6	for	for	ADP
american_scientific_journal-1456	53	7	parallel	parallel	ADJ
american_scientific_journal-1456	53	8	processing	processing	NOUN
american_scientific_journal-1456	53	9	of	of	ADP
american_scientific_journal-1456	53	10	data	datum	NOUN
american_scientific_journal-1456	53	11	sets	set	NOUN
american_scientific_journal-1456	53	12	in	in	ADP
american_scientific_journal-1456	53	13	a	a	DET
american_scientific_journal-1456	53	14	distributed	distribute	VERB
american_scientific_journal-1456	53	15	fashion	fashion	NOUN
american_scientific_journal-1456	53	16	across	across	ADP
american_scientific_journal-1456	53	17	multiple	multiple	ADJ
american_scientific_journal-1456	53	18	nodes	node	NOUN
american_scientific_journal-1456	53	19	.	.	PUNCT
american_scientific_journal-1456	54	1	it	it	PRON
american_scientific_journal-1456	54	2	works	work	VERB
american_scientific_journal-1456	54	3	based	base	VERB
american_scientific_journal-1456	54	4	on	on	ADP
american_scientific_journal-1456	54	5	the	the	DET
american_scientific_journal-1456	54	6	concept	concept	NOUN
american_scientific_journal-1456	54	7	of	of	ADP
american_scientific_journal-1456	54	8	splitting	split	VERB
american_scientific_journal-1456	54	9	the	the	DET
american_scientific_journal-1456	54	10	data	datum	NOUN
american_scientific_journal-1456	54	11	processing	processing	NOUN
american_scientific_journal-1456	54	12	task	task	NOUN
american_scientific_journal-1456	54	13	into	into	ADP
american_scientific_journal-1456	54	14	two	two	NUM
american_scientific_journal-1456	54	15	phases	phase	NOUN
american_scientific_journal-1456	54	16	of	of	ADP
american_scientific_journal-1456	54	17	mapping	mapping	NOUN
american_scientific_journal-1456	54	18	and	and	CCONJ
american_scientific_journal-1456	54	19	reducing	reduce	VERB
american_scientific_journal-1456	54	20	[	[	X
american_scientific_journal-1456	54	21	3	3	NUM
american_scientific_journal-1456	54	22	]	]	PUNCT
american_scientific_journal-1456	54	23	.	.	PUNCT
american_scientific_journal-1456	55	1	map	map	NOUN
american_scientific_journal-1456	55	2	phase	phase	NOUN
american_scientific_journal-1456	55	3	divides	divide	VERB
american_scientific_journal-1456	55	4	the	the	DET
american_scientific_journal-1456	55	5	workload	workload	NOUN
american_scientific_journal-1456	55	6	into	into	ADP
american_scientific_journal-1456	55	7	smaller	small	ADJ
american_scientific_journal-1456	55	8	sub	sub	NOUN
american_scientific_journal-1456	55	9	-	-	NOUN
american_scientific_journal-1456	55	10	workloads	workload	NOUN
american_scientific_journal-1456	55	11	and	and	CCONJ
american_scientific_journal-1456	55	12	allocates	allocate	VERB
american_scientific_journal-1456	55	13	tasks	task	NOUN
american_scientific_journal-1456	55	14	to	to	ADP
american_scientific_journal-1456	55	15	mapper	mapper	PROPN
american_scientific_journal-1456	55	16	,	,	PUNCT
american_scientific_journal-1456	55	17	which	which	PRON
american_scientific_journal-1456	55	18	processes	process	VERB
american_scientific_journal-1456	55	19	each	each	DET
american_scientific_journal-1456	55	20	unit	unit	NOUN
american_scientific_journal-1456	55	21	block	block	NOUN
american_scientific_journal-1456	55	22	of	of	ADP
american_scientific_journal-1456	55	23	data	datum	NOUN
american_scientific_journal-1456	55	24	.	.	PUNCT
american_scientific_journal-1456	56	1	reduce	reduce	VERB
american_scientific_journal-1456	56	2	phase	phase	NOUN
american_scientific_journal-1456	56	3	analyzes	analyze	NOUN
american_scientific_journal-1456	56	4	and	and	CCONJ
american_scientific_journal-1456	56	5	merges	merge	VERB
american_scientific_journal-1456	56	6	the	the	DET
american_scientific_journal-1456	56	7	input	input	NOUN
american_scientific_journal-1456	56	8	from	from	ADP
american_scientific_journal-1456	56	9	mappers	mapper	NOUN
american_scientific_journal-1456	56	10	to	to	PART
american_scientific_journal-1456	56	11	produce	produce	VERB
american_scientific_journal-1456	56	12	the	the	DET
american_scientific_journal-1456	56	13	final	final	ADJ
american_scientific_journal-1456	56	14	output	output	NOUN
american_scientific_journal-1456	56	15	.	.	PUNCT
american_scientific_journal-1456	57	1	the	the	DET
american_scientific_journal-1456	57	2	final	final	ADJ
american_scientific_journal-1456	57	3	output	output	NOUN
american_scientific_journal-1456	57	4	is	be	AUX
american_scientific_journal-1456	57	5	then	then	ADV
american_scientific_journal-1456	57	6	sent	send	VERB
american_scientific_journal-1456	57	7	back	back	ADV
american_scientific_journal-1456	57	8	to	to	ADP
american_scientific_journal-1456	57	9	the	the	DET
american_scientific_journal-1456	57	10	hdfs	hdfs	NOUN
american_scientific_journal-1456	57	11	in	in	ADP
american_scientific_journal-1456	57	12	the	the	DET
american_scientific_journal-1456	57	13	cluster	cluster	NOUN
american_scientific_journal-1456	57	14	[	[	X
american_scientific_journal-1456	57	15	6	6	NUM
american_scientific_journal-1456	57	16	]	]	PUNCT
american_scientific_journal-1456	57	17	.	.	PUNCT
american_scientific_journal-1456	58	1	the	the	DET
american_scientific_journal-1456	58	2	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	58	3	framework	framework	NOUN
american_scientific_journal-1456	58	4	includes	include	VERB
american_scientific_journal-1456	58	5	a	a	DET
american_scientific_journal-1456	58	6	single	single	ADJ
american_scientific_journal-1456	58	7	master	master	NOUN
american_scientific_journal-1456	58	8	job	job	NOUN
american_scientific_journal-1456	58	9	tracker	tracker	NOUN
american_scientific_journal-1456	58	10	and	and	CCONJ
american_scientific_journal-1456	58	11	multiple	multiple	ADJ
american_scientific_journal-1456	58	12	slave	slave	NOUN
american_scientific_journal-1456	58	13	task	task	NOUN
american_scientific_journal-1456	58	14	trackers	tracker	NOUN
american_scientific_journal-1456	58	15	per	per	ADP
american_scientific_journal-1456	58	16	cluster	cluster	NOUN
american_scientific_journal-1456	58	17	.	.	PUNCT
american_scientific_journal-1456	59	1	the	the	DET
american_scientific_journal-1456	59	2	master	master	NOUN
american_scientific_journal-1456	59	3	node	node	NOUN
american_scientific_journal-1456	59	4	takes	take	VERB
american_scientific_journal-1456	59	5	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	59	6	jobs	job	NOUN
american_scientific_journal-1456	59	7	from	from	ADP
american_scientific_journal-1456	59	8	client	client	NOUN
american_scientific_journal-1456	59	9	applications	application	NOUN
american_scientific_journal-1456	59	10	and	and	CCONJ
american_scientific_journal-1456	59	11	manages	manage	VERB
american_scientific_journal-1456	59	12	all	all	DET
american_scientific_journal-1456	59	13	jobs	job	NOUN
american_scientific_journal-1456	59	14	and	and	CCONJ
american_scientific_journal-1456	59	15	resources	resource	NOUN
american_scientific_journal-1456	59	16	in	in	ADP
american_scientific_journal-1456	59	17	the	the	DET
american_scientific_journal-1456	59	18	cluster	cluster	NOUN
american_scientific_journal-1456	59	19	.	.	PUNCT
american_scientific_journal-1456	60	1	the	the	DET
american_scientific_journal-1456	60	2	slaves	slave	NOUN
american_scientific_journal-1456	60	3	are	be	AUX
american_scientific_journal-1456	60	4	where	where	SCONJ
american_scientific_journal-1456	60	5	map	map	VERB
american_scientific_journal-1456	60	6	and	and	CCONJ
american_scientific_journal-1456	60	7	reduce	reduce	VERB
american_scientific_journal-1456	60	8	tasks	task	NOUN
american_scientific_journal-1456	60	9	get	get	AUX
american_scientific_journal-1456	60	10	executed	execute	VERB
american_scientific_journal-1456	60	11	as	as	SCONJ
american_scientific_journal-1456	60	12	directed	direct	VERB
american_scientific_journal-1456	60	13	by	by	ADP
american_scientific_journal-1456	60	14	the	the	DET
american_scientific_journal-1456	60	15	master	master	NOUN
american_scientific_journal-1456	60	16	[	[	X
american_scientific_journal-1456	60	17	10	10	NUM
american_scientific_journal-1456	60	18	]	]	PUNCT
american_scientific_journal-1456	60	19	.	.	PUNCT
american_scientific_journal-1456	61	1	1.2.3	1.2.3	X
american_scientific_journal-1456	61	2	.	.	PUNCT
american_scientific_journal-1456	62	1	hbase	hbase	NOUN
american_scientific_journal-1456	62	2	it	it	PRON
american_scientific_journal-1456	62	3	is	be	AUX
american_scientific_journal-1456	62	4	a	a	DET
american_scientific_journal-1456	62	5	non	non	ADJ
american_scientific_journal-1456	62	6	-	-	ADJ
american_scientific_journal-1456	62	7	relational	relational	ADJ
american_scientific_journal-1456	62	8	distributed	distribute	VERB
american_scientific_journal-1456	62	9	database	database	NOUN
american_scientific_journal-1456	62	10	that	that	PRON
american_scientific_journal-1456	62	11	sits	sit	VERB
american_scientific_journal-1456	62	12	on	on	ADP
american_scientific_journal-1456	62	13	top	top	NOUN
american_scientific_journal-1456	62	14	of	of	ADP
american_scientific_journal-1456	62	15	hdfs	hdfs	NOUN
american_scientific_journal-1456	62	16	based	base	VERB
american_scientific_journal-1456	62	17	on	on	ADP
american_scientific_journal-1456	62	18	the	the	DET
american_scientific_journal-1456	62	19	google	google	NOUN
american_scientific_journal-1456	62	20	’s	’s	PART
american_scientific_journal-1456	62	21	big	big	ADJ
american_scientific_journal-1456	62	22	table	table	NOUN
american_scientific_journal-1456	62	23	.	.	PUNCT
american_scientific_journal-1456	63	1	hbase	hbase	NOUN
american_scientific_journal-1456	63	2	can	can	AUX
american_scientific_journal-1456	63	3	not	not	PART
american_scientific_journal-1456	63	4	directly	directly	ADV
american_scientific_journal-1456	63	5	operate	operate	VERB
american_scientific_journal-1456	63	6	sql	sql	NOUN
american_scientific_journal-1456	63	7	(	(	PUNCT
american_scientific_journal-1456	63	8	structured	structure	VERB
american_scientific_journal-1456	63	9	query	query	NOUN
american_scientific_journal-1456	63	10	language	language	NOUN
american_scientific_journal-1456	63	11	)	)	PUNCT
american_scientific_journal-1456	64	1	[	[	X
american_scientific_journal-1456	64	2	2	2	NUM
american_scientific_journal-1456	64	3	]	]	PUNCT
american_scientific_journal-1456	64	4	.	.	PUNCT
american_scientific_journal-1456	65	1	hbase	hbase	NOUN
american_scientific_journal-1456	65	2	is	be	AUX
american_scientific_journal-1456	65	3	highly	highly	ADV
american_scientific_journal-1456	65	4	configurable	configurable	ADJ
american_scientific_journal-1456	65	5	and	and	CCONJ
american_scientific_journal-1456	65	6	fault	fault	NOUN
american_scientific_journal-1456	65	7	-	-	PUNCT
american_scientific_journal-1456	65	8	tolerant	tolerant	ADJ
american_scientific_journal-1456	65	9	,	,	PUNCT
american_scientific_journal-1456	65	10	providing	provide	VERB
american_scientific_journal-1456	65	11	a	a	DET
american_scientific_journal-1456	65	12	great	great	ADJ
american_scientific_journal-1456	65	13	deal	deal	NOUN
american_scientific_journal-1456	65	14	of	of	ADP
american_scientific_journal-1456	65	15	flexibility	flexibility	NOUN
american_scientific_journal-1456	65	16	to	to	PART
american_scientific_journal-1456	65	17	address	address	VERB
american_scientific_journal-1456	65	18	large	large	ADJ
american_scientific_journal-1456	65	19	volumes	volume	NOUN
american_scientific_journal-1456	65	20	of	of	ADP
american_scientific_journal-1456	65	21	data	datum	NOUN
american_scientific_journal-1456	65	22	efficiently	efficiently	ADV
american_scientific_journal-1456	65	23	[	[	X
american_scientific_journal-1456	65	24	11	11	NUM
american_scientific_journal-1456	65	25	]	]	SYM
american_scientific_journal-1456	65	26	.	.	PUNCT
american_scientific_journal-1456	66	1	1.2.4	1.2.4	X
american_scientific_journal-1456	66	2	.	.	X
american_scientific_journal-1456	66	3	hive	hive	NOUN
american_scientific_journal-1456	66	4	hive	hive	NOUN
american_scientific_journal-1456	66	5	is	be	AUX
american_scientific_journal-1456	66	6	a	a	DET
american_scientific_journal-1456	66	7	batch	batch	NOUN
american_scientific_journal-1456	66	8	-	-	PUNCT
american_scientific_journal-1456	66	9	oriented	orient	VERB
american_scientific_journal-1456	66	10	and	and	CCONJ
american_scientific_journal-1456	66	11	data	data	NOUN
american_scientific_journal-1456	66	12	-	-	PUNCT
american_scientific_journal-1456	66	13	warehousing	warehousing	NOUN
american_scientific_journal-1456	66	14	layer	layer	NOUN
american_scientific_journal-1456	66	15	put	put	VERB
american_scientific_journal-1456	66	16	up	up	ADP
american_scientific_journal-1456	66	17	on	on	ADP
american_scientific_journal-1456	66	18	the	the	DET
american_scientific_journal-1456	66	19	core	core	ADJ
american_scientific_journal-1456	66	20	elements	element	NOUN
american_scientific_journal-1456	66	21	of	of	ADP
american_scientific_journal-1456	66	22	hadoop	hadoop	NOUN
american_scientific_journal-1456	66	23	(	(	PUNCT
american_scientific_journal-1456	66	24	hdfs	hdfs	NOUN
american_scientific_journal-1456	66	25	and	and	CCONJ
american_scientific_journal-1456	66	26	236	236	NUM
american_scientific_journal-1456	66	27	american	american	ADJ
american_scientific_journal-1456	66	28	scientific	scientific	ADJ
american_scientific_journal-1456	66	29	research	research	NOUN
american_scientific_journal-1456	66	30	journal	journal	NOUN
american_scientific_journal-1456	66	31	for	for	ADP
american_scientific_journal-1456	66	32	engineering	engineering	NOUN
american_scientific_journal-1456	66	33	,	,	PUNCT
american_scientific_journal-1456	66	34	technology	technology	NOUN
american_scientific_journal-1456	66	35	,	,	PUNCT
american_scientific_journal-1456	66	36	and	and	CCONJ
american_scientific_journal-1456	66	37	sciences	science	NOUN
american_scientific_journal-1456	66	38	(	(	PUNCT
american_scientific_journal-1456	66	39	asrjets	asrjet	NOUN
american_scientific_journal-1456	66	40	)	)	PUNCT
american_scientific_journal-1456	66	41	(	(	PUNCT
american_scientific_journal-1456	66	42	2016	2016	NUM
american_scientific_journal-1456	66	43	)	)	PUNCT
american_scientific_journal-1456	66	44	volume	volume	NOUN
american_scientific_journal-1456	66	45	17	17	NUM
american_scientific_journal-1456	66	46	,	,	PUNCT
american_scientific_journal-1456	66	47	no	no	DET
american_scientific_journal-1456	66	48	1	1	NUM
american_scientific_journal-1456	66	49	,	,	PUNCT
american_scientific_journal-1456	66	50	pp	pp	ADV
american_scientific_journal-1456	66	51	234	234	NUM
american_scientific_journal-1456	66	52	-	-	SYM
american_scientific_journal-1456	66	53	244	244	NUM
american_scientific_journal-1456	66	54	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	66	55	)	)	PUNCT
american_scientific_journal-1456	66	56	.	.	PUNCT
american_scientific_journal-1456	67	1	it	it	PRON
american_scientific_journal-1456	67	2	provides	provide	VERB
american_scientific_journal-1456	67	3	users	user	NOUN
american_scientific_journal-1456	67	4	who	who	PRON
american_scientific_journal-1456	67	5	know	know	VERB
american_scientific_journal-1456	67	6	sql	sql	NOUN
american_scientific_journal-1456	67	7	with	with	ADP
american_scientific_journal-1456	67	8	a	a	DET
american_scientific_journal-1456	67	9	simple	simple	ADJ
american_scientific_journal-1456	67	10	sql	sql	NOUN
american_scientific_journal-1456	67	11	-	-	PUNCT
american_scientific_journal-1456	67	12	like	like	ADJ
american_scientific_journal-1456	67	13	operation	operation	NOUN
american_scientific_journal-1456	67	14	called	call	VERB
american_scientific_journal-1456	67	15	hive	hive	PROPN
american_scientific_journal-1456	67	16	query	query	NOUN
american_scientific_journal-1456	67	17	language	language	NOUN
american_scientific_journal-1456	67	18	(	(	PUNCT
american_scientific_journal-1456	67	19	hiveql	hiveql	ADJ
american_scientific_journal-1456	67	20	)	)	PUNCT
american_scientific_journal-1456	67	21	.	.	PUNCT
american_scientific_journal-1456	68	1	so	so	ADV
american_scientific_journal-1456	68	2	,	,	PUNCT
american_scientific_journal-1456	68	3	it	it	PRON
american_scientific_journal-1456	68	4	allows	allow	VERB
american_scientific_journal-1456	68	5	both	both	PRON
american_scientific_journal-1456	68	6	hiveql	hiveql	VERB
american_scientific_journal-1456	68	7	accesses	access	NOUN
american_scientific_journal-1456	68	8	to	to	ADP
american_scientific_journal-1456	68	9	structured	structured	ADJ
american_scientific_journal-1456	68	10	data	datum	NOUN
american_scientific_journal-1456	68	11	and	and	CCONJ
american_scientific_journal-1456	68	12	advanced	advanced	ADJ
american_scientific_journal-1456	68	13	big	big	ADJ
american_scientific_journal-1456	68	14	data	datum	NOUN
american_scientific_journal-1456	68	15	analysis	analysis	NOUN
american_scientific_journal-1456	68	16	with	with	ADP
american_scientific_journal-1456	68	17	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	68	18	.	.	PUNCT
american_scientific_journal-1456	69	1	unlike	unlike	ADP
american_scientific_journal-1456	69	2	most	most	ADJ
american_scientific_journal-1456	69	3	data	datum	NOUN
american_scientific_journal-1456	69	4	warehouses	warehouse	NOUN
american_scientific_journal-1456	69	5	,	,	PUNCT
american_scientific_journal-1456	69	6	hive	hive	NOUN
american_scientific_journal-1456	69	7	is	be	AUX
american_scientific_journal-1456	69	8	not	not	PART
american_scientific_journal-1456	69	9	designed	design	VERB
american_scientific_journal-1456	69	10	for	for	ADP
american_scientific_journal-1456	69	11	quick	quick	ADJ
american_scientific_journal-1456	69	12	responses	response	NOUN
american_scientific_journal-1456	69	13	to	to	ADP
american_scientific_journal-1456	69	14	queries	query	NOUN
american_scientific_journal-1456	69	15	[	[	X
american_scientific_journal-1456	69	16	11	11	NUM
american_scientific_journal-1456	69	17	]	]	PUNCT
american_scientific_journal-1456	69	18	.	.	PUNCT
american_scientific_journal-1456	70	1	hive	hive	NOUN
american_scientific_journal-1456	70	2	converts	convert	NOUN
american_scientific_journal-1456	70	3	hiveql	hiveql	VERB
american_scientific_journal-1456	70	4	query	query	NOUN
american_scientific_journal-1456	70	5	into	into	ADP
american_scientific_journal-1456	70	6	a	a	DET
american_scientific_journal-1456	70	7	series	series	NOUN
american_scientific_journal-1456	70	8	of	of	ADP
american_scientific_journal-1456	70	9	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	70	10	jobs	job	NOUN
american_scientific_journal-1456	70	11	for	for	ADP
american_scientific_journal-1456	70	12	implementation	implementation	NOUN
american_scientific_journal-1456	70	13	on	on	ADP
american_scientific_journal-1456	70	14	a	a	DET
american_scientific_journal-1456	70	15	hadoop	hadoop	NOUN
american_scientific_journal-1456	70	16	cluster	cluster	NOUN
american_scientific_journal-1456	70	17	.	.	PUNCT
american_scientific_journal-1456	71	1	it	it	PRON
american_scientific_journal-1456	71	2	arranges	arrange	VERB
american_scientific_journal-1456	71	3	data	datum	NOUN
american_scientific_journal-1456	71	4	into	into	ADP
american_scientific_journal-1456	71	5	tables	table	NOUN
american_scientific_journal-1456	71	6	,	,	PUNCT
american_scientific_journal-1456	71	7	which	which	PRON
american_scientific_journal-1456	71	8	provide	provide	VERB
american_scientific_journal-1456	71	9	a	a	DET
american_scientific_journal-1456	71	10	mechanism	mechanism	NOUN
american_scientific_journal-1456	71	11	to	to	PART
american_scientific_journal-1456	71	12	attach	attach	VERB
american_scientific_journal-1456	71	13	structure	structure	NOUN
american_scientific_journal-1456	71	14	onto	onto	ADP
american_scientific_journal-1456	71	15	this	this	DET
american_scientific_journal-1456	71	16	data	datum	NOUN
american_scientific_journal-1456	71	17	[	[	X
american_scientific_journal-1456	71	18	12	12	NUM
american_scientific_journal-1456	71	19	]	]	PUNCT
american_scientific_journal-1456	71	20	.	.	PUNCT
american_scientific_journal-1456	72	1	1.2.5	1.2.5	X
american_scientific_journal-1456	72	2	.	.	X
american_scientific_journal-1456	72	3	hue	hue	NOUN
american_scientific_journal-1456	72	4	hue	hue	NOUN
american_scientific_journal-1456	72	5	is	be	AUX
american_scientific_journal-1456	72	6	an	an	DET
american_scientific_journal-1456	72	7	open	open	ADJ
american_scientific_journal-1456	72	8	source	source	NOUN
american_scientific_journal-1456	72	9	and	and	CCONJ
american_scientific_journal-1456	72	10	web	web	NOUN
american_scientific_journal-1456	72	11	-	-	PUNCT
american_scientific_journal-1456	72	12	based	base	VERB
american_scientific_journal-1456	72	13	graphical	graphical	ADJ
american_scientific_journal-1456	72	14	user	user	NOUN
american_scientific_journal-1456	72	15	interface	interface	NOUN
american_scientific_journal-1456	72	16	for	for	ADP
american_scientific_journal-1456	72	17	making	make	VERB
american_scientific_journal-1456	72	18	it	it	PRON
american_scientific_journal-1456	72	19	easier	easy	ADJ
american_scientific_journal-1456	72	20	to	to	PART
american_scientific_journal-1456	72	21	handle	handle	VERB
american_scientific_journal-1456	72	22	apache	apache	PROPN
american_scientific_journal-1456	72	23	hadoop	hadoop	NOUN
american_scientific_journal-1456	72	24	operations	operation	NOUN
american_scientific_journal-1456	72	25	.	.	PUNCT
american_scientific_journal-1456	73	1	hue	hue	NOUN
american_scientific_journal-1456	73	2	groups	group	NOUN
american_scientific_journal-1456	73	3	the	the	DET
american_scientific_journal-1456	73	4	most	most	ADV
american_scientific_journal-1456	73	5	common	common	ADJ
american_scientific_journal-1456	73	6	apache	apache	NOUN
american_scientific_journal-1456	73	7	hadoop	hadoop	NOUN
american_scientific_journal-1456	73	8	components	component	NOUN
american_scientific_journal-1456	73	9	into	into	ADP
american_scientific_journal-1456	73	10	a	a	DET
american_scientific_journal-1456	73	11	single	single	ADJ
american_scientific_journal-1456	73	12	configurable	configurable	ADJ
american_scientific_journal-1456	73	13	interface	interface	NOUN
american_scientific_journal-1456	73	14	.	.	PUNCT
american_scientific_journal-1456	74	1	its	its	PRON
american_scientific_journal-1456	74	2	main	main	ADJ
american_scientific_journal-1456	74	3	objective	objective	NOUN
american_scientific_journal-1456	74	4	is	be	AUX
american_scientific_journal-1456	74	5	to	to	PART
american_scientific_journal-1456	74	6	let	let	VERB
american_scientific_journal-1456	74	7	the	the	DET
american_scientific_journal-1456	74	8	users	user	NOUN
american_scientific_journal-1456	74	9	just	just	ADV
american_scientific_journal-1456	74	10	browse	browse	VERB
american_scientific_journal-1456	74	11	hdfs	hdfs	NOUN
american_scientific_journal-1456	74	12	and	and	CCONJ
american_scientific_journal-1456	74	13	work	work	VERB
american_scientific_journal-1456	74	14	with	with	ADP
american_scientific_journal-1456	74	15	hadoop	hadoop	NOUN
american_scientific_journal-1456	74	16	without	without	ADP
american_scientific_journal-1456	74	17	worrying	worry	VERB
american_scientific_journal-1456	74	18	about	about	ADP
american_scientific_journal-1456	74	19	using	use	VERB
american_scientific_journal-1456	74	20	a	a	DET
american_scientific_journal-1456	74	21	command	command	NOUN
american_scientific_journal-1456	74	22	line	line	NOUN
american_scientific_journal-1456	74	23	[	[	X
american_scientific_journal-1456	74	24	13	13	NUM
american_scientific_journal-1456	74	25	,	,	PUNCT
american_scientific_journal-1456	74	26	14	14	NUM
american_scientific_journal-1456	74	27	]	]	PUNCT
american_scientific_journal-1456	74	28	.	.	PUNCT
american_scientific_journal-1456	75	1	1.3	1.3	NUM
american_scientific_journal-1456	75	2	.	.	PUNCT
american_scientific_journal-1456	75	3	related	relate	VERB
american_scientific_journal-1456	75	4	works	work	NOUN
american_scientific_journal-1456	75	5	these	these	DET
american_scientific_journal-1456	75	6	days	day	NOUN
american_scientific_journal-1456	75	7	,	,	PUNCT
american_scientific_journal-1456	75	8	most	most	ADJ
american_scientific_journal-1456	75	9	of	of	ADP
american_scientific_journal-1456	75	10	the	the	DET
american_scientific_journal-1456	75	11	information	information	NOUN
american_scientific_journal-1456	75	12	available	available	ADJ
american_scientific_journal-1456	75	13	in	in	ADP
american_scientific_journal-1456	75	14	organizations	organization	NOUN
american_scientific_journal-1456	75	15	is	be	AUX
american_scientific_journal-1456	75	16	unstructured	unstructured	ADJ
american_scientific_journal-1456	75	17	type	type	NOUN
american_scientific_journal-1456	75	18	.	.	PUNCT
american_scientific_journal-1456	76	1	the	the	DET
american_scientific_journal-1456	76	2	prevailing	prevail	VERB
american_scientific_journal-1456	76	3	challenge	challenge	NOUN
american_scientific_journal-1456	76	4	is	be	AUX
american_scientific_journal-1456	76	5	the	the	DET
american_scientific_journal-1456	76	6	problem	problem	NOUN
american_scientific_journal-1456	76	7	of	of	ADP
american_scientific_journal-1456	76	8	turning	turn	VERB
american_scientific_journal-1456	76	9	unstructured	unstructured	ADJ
american_scientific_journal-1456	76	10	data	datum	NOUN
american_scientific_journal-1456	76	11	into	into	ADP
american_scientific_journal-1456	76	12	knowledge	knowledge	NOUN
american_scientific_journal-1456	76	13	discovery	discovery	NOUN
american_scientific_journal-1456	76	14	understanding	understanding	NOUN
american_scientific_journal-1456	76	15	that	that	PRON
american_scientific_journal-1456	76	16	enables	enable	VERB
american_scientific_journal-1456	76	17	organizations	organization	NOUN
american_scientific_journal-1456	76	18	to	to	PART
american_scientific_journal-1456	76	19	assist	assist	VERB
american_scientific_journal-1456	76	20	effective	effective	ADJ
american_scientific_journal-1456	76	21	decision	decision	NOUN
american_scientific_journal-1456	76	22	making	making	NOUN
american_scientific_journal-1456	76	23	.	.	PUNCT
american_scientific_journal-1456	77	1	das	das	PROPN
american_scientific_journal-1456	77	2	and	and	CCONJ
american_scientific_journal-1456	77	3	kumar	kumar	PROPN
american_scientific_journal-1456	77	4	(	(	PUNCT
american_scientific_journal-1456	77	5	2013	2013	NUM
american_scientific_journal-1456	77	6	)	)	PUNCT
american_scientific_journal-1456	77	7	developed	develop	VERB
american_scientific_journal-1456	77	8	a	a	DET
american_scientific_journal-1456	77	9	framework	framework	NOUN
american_scientific_journal-1456	77	10	for	for	ADP
american_scientific_journal-1456	77	11	analyzing	analyze	VERB
american_scientific_journal-1456	77	12	unstructured	unstructured	ADJ
american_scientific_journal-1456	77	13	data	datum	NOUN
american_scientific_journal-1456	77	14	.	.	PUNCT
american_scientific_journal-1456	78	1	their	their	PRON
american_scientific_journal-1456	78	2	proposed	propose	VERB
american_scientific_journal-1456	78	3	approach	approach	NOUN
american_scientific_journal-1456	78	4	consists	consist	VERB
american_scientific_journal-1456	78	5	of	of	ADP
american_scientific_journal-1456	78	6	acquiring	acquire	VERB
american_scientific_journal-1456	78	7	unstructured	unstructured	ADJ
american_scientific_journal-1456	78	8	data	datum	NOUN
american_scientific_journal-1456	78	9	from	from	ADP
american_scientific_journal-1456	78	10	public	public	ADJ
american_scientific_journal-1456	78	11	tweets	tweet	NOUN
american_scientific_journal-1456	78	12	of	of	ADP
american_scientific_journal-1456	78	13	twitter	twitter	NOUN
american_scientific_journal-1456	78	14	,	,	PUNCT
american_scientific_journal-1456	78	15	storing	store	VERB
american_scientific_journal-1456	78	16	the	the	DET
american_scientific_journal-1456	78	17	data	datum	NOUN
american_scientific_journal-1456	78	18	in	in	ADP
american_scientific_journal-1456	78	19	nosql	nosql	ADJ
american_scientific_journal-1456	78	20	database	database	NOUN
american_scientific_journal-1456	78	21	like	like	ADP
american_scientific_journal-1456	78	22	hbase	hbase	NOUN
american_scientific_journal-1456	78	23	,	,	PUNCT
american_scientific_journal-1456	78	24	and	and	CCONJ
american_scientific_journal-1456	78	25	retrieving	retrieve	VERB
american_scientific_journal-1456	78	26	and	and	CCONJ
american_scientific_journal-1456	78	27	analyzing	analyze	VERB
american_scientific_journal-1456	78	28	the	the	DET
american_scientific_journal-1456	78	29	data	datum	NOUN
american_scientific_journal-1456	78	30	.	.	PUNCT
american_scientific_journal-1456	79	1	they	they	PRON
american_scientific_journal-1456	79	2	investigated	investigate	VERB
american_scientific_journal-1456	79	3	and	and	CCONJ
american_scientific_journal-1456	79	4	tested	test	VERB
american_scientific_journal-1456	79	5	the	the	DET
american_scientific_journal-1456	79	6	first	first	ADJ
american_scientific_journal-1456	79	7	phase	phase	NOUN
american_scientific_journal-1456	79	8	,	,	PUNCT
american_scientific_journal-1456	79	9	which	which	PRON
american_scientific_journal-1456	79	10	is	be	AUX
american_scientific_journal-1456	79	11	acquiring	acquire	VERB
american_scientific_journal-1456	79	12	unstructured	unstructured	ADJ
american_scientific_journal-1456	79	13	data	datum	NOUN
american_scientific_journal-1456	79	14	from	from	ADP
american_scientific_journal-1456	79	15	public	public	ADJ
american_scientific_journal-1456	79	16	tweets	tweet	NOUN
american_scientific_journal-1456	79	17	of	of	ADP
american_scientific_journal-1456	79	18	twitter	twitter	NOUN
american_scientific_journal-1456	79	19	.	.	PUNCT
american_scientific_journal-1456	80	1	the	the	DET
american_scientific_journal-1456	80	2	processes	process	NOUN
american_scientific_journal-1456	80	3	used	use	VERB
american_scientific_journal-1456	80	4	in	in	ADP
american_scientific_journal-1456	80	5	the	the	DET
american_scientific_journal-1456	80	6	first	first	ADJ
american_scientific_journal-1456	80	7	phase	phase	NOUN
american_scientific_journal-1456	80	8	are	be	AUX
american_scientific_journal-1456	80	9	registering	register	VERB
american_scientific_journal-1456	80	10	the	the	DET
american_scientific_journal-1456	80	11	application	application	NOUN
american_scientific_journal-1456	80	12	with	with	ADP
american_scientific_journal-1456	80	13	the	the	DET
american_scientific_journal-1456	80	14	twitter	twitter	NOUN
american_scientific_journal-1456	80	15	development	development	NOUN
american_scientific_journal-1456	80	16	,	,	PUNCT
american_scientific_journal-1456	80	17	authenticating	authenticate	VERB
american_scientific_journal-1456	80	18	the	the	DET
american_scientific_journal-1456	80	19	application	application	NOUN
american_scientific_journal-1456	80	20	,	,	PUNCT
american_scientific_journal-1456	80	21	sending	send	VERB
american_scientific_journal-1456	80	22	the	the	DET
american_scientific_journal-1456	80	23	requests	request	NOUN
american_scientific_journal-1456	80	24	with	with	ADP
american_scientific_journal-1456	80	25	java	java	PROPN
american_scientific_journal-1456	80	26	coding	coding	NOUN
american_scientific_journal-1456	80	27	,	,	PUNCT
american_scientific_journal-1456	80	28	and	and	CCONJ
american_scientific_journal-1456	80	29	parsing	parse	VERB
american_scientific_journal-1456	80	30	the	the	DET
american_scientific_journal-1456	80	31	result	result	NOUN
american_scientific_journal-1456	80	32	as	as	ADP
american_scientific_journal-1456	80	33	the	the	DET
american_scientific_journal-1456	80	34	xml	xml	NOUN
american_scientific_journal-1456	80	35	(	(	PUNCT
american_scientific_journal-1456	80	36	extensible	extensible	ADJ
american_scientific_journal-1456	80	37	markup	markup	NOUN
american_scientific_journal-1456	80	38	language	language	NOUN
american_scientific_journal-1456	80	39	)	)	PUNCT
american_scientific_journal-1456	80	40	result	result	NOUN
american_scientific_journal-1456	80	41	produced	produce	VERB
american_scientific_journal-1456	80	42	need	need	NOUN
american_scientific_journal-1456	80	43	to	to	PART
american_scientific_journal-1456	80	44	be	be	AUX
american_scientific_journal-1456	80	45	parsed	parse	VERB
american_scientific_journal-1456	80	46	for	for	ADP
american_scientific_journal-1456	80	47	filtering	filter	VERB
american_scientific_journal-1456	80	48	[	[	X
american_scientific_journal-1456	80	49	15	15	NUM
american_scientific_journal-1456	80	50	]	]	PUNCT
american_scientific_journal-1456	80	51	.	.	PUNCT
american_scientific_journal-1456	81	1	however	however	ADV
american_scientific_journal-1456	81	2	,	,	PUNCT
american_scientific_journal-1456	81	3	there	there	PRON
american_scientific_journal-1456	81	4	are	be	VERB
american_scientific_journal-1456	81	5	many	many	ADJ
american_scientific_journal-1456	81	6	limitations	limitation	NOUN
american_scientific_journal-1456	81	7	in	in	ADP
american_scientific_journal-1456	81	8	their	their	PRON
american_scientific_journal-1456	81	9	research	research	NOUN
american_scientific_journal-1456	81	10	.	.	PUNCT
american_scientific_journal-1456	82	1	data	datum	NOUN
american_scientific_journal-1456	82	2	acquired	acquire	VERB
american_scientific_journal-1456	82	3	from	from	ADP
american_scientific_journal-1456	82	4	twitter	twitter	NOUN
american_scientific_journal-1456	82	5	were	be	AUX
american_scientific_journal-1456	82	6	stored	store	VERB
american_scientific_journal-1456	82	7	in	in	ADP
american_scientific_journal-1456	82	8	hbase	hbase	NOUN
american_scientific_journal-1456	82	9	after	after	ADP
american_scientific_journal-1456	82	10	sentiment	sentiment	NOUN
american_scientific_journal-1456	82	11	analysis	analysis	NOUN
american_scientific_journal-1456	82	12	.	.	PUNCT
american_scientific_journal-1456	83	1	furthermore	furthermore	ADV
american_scientific_journal-1456	83	2	,	,	PUNCT
american_scientific_journal-1456	83	3	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	83	4	was	be	AUX
american_scientific_journal-1456	83	5	not	not	PART
american_scientific_journal-1456	83	6	used	use	VERB
american_scientific_journal-1456	83	7	either	either	ADV
american_scientific_journal-1456	83	8	for	for	ADP
american_scientific_journal-1456	83	9	processing	processing	NOUN
american_scientific_journal-1456	83	10	or	or	CCONJ
american_scientific_journal-1456	83	11	analyzing	analyze	VERB
american_scientific_journal-1456	83	12	sentiments	sentiment	NOUN
american_scientific_journal-1456	83	13	even	even	ADV
american_scientific_journal-1456	83	14	though	though	SCONJ
american_scientific_journal-1456	83	15	they	they	PRON
american_scientific_journal-1456	83	16	are	be	AUX
american_scientific_journal-1456	83	17	the	the	DET
american_scientific_journal-1456	83	18	core	core	ADJ
american_scientific_journal-1456	83	19	components	component	NOUN
american_scientific_journal-1456	83	20	of	of	ADP
american_scientific_journal-1456	83	21	apache	apache	PROPN
american_scientific_journal-1456	83	22	hadoop	hadoop	NOUN
american_scientific_journal-1456	83	23	.	.	PUNCT
american_scientific_journal-1456	84	1	therefore	therefore	ADV
american_scientific_journal-1456	84	2	parallel	parallel	ADJ
american_scientific_journal-1456	84	3	processing	processing	NOUN
american_scientific_journal-1456	84	4	of	of	ADP
american_scientific_journal-1456	84	5	data	datum	NOUN
american_scientific_journal-1456	84	6	during	during	ADP
american_scientific_journal-1456	84	7	analysis	analysis	NOUN
american_scientific_journal-1456	84	8	is	be	AUX
american_scientific_journal-1456	84	9	impossible	impossible	ADJ
american_scientific_journal-1456	84	10	in	in	ADP
american_scientific_journal-1456	84	11	the	the	DET
american_scientific_journal-1456	84	12	system	system	NOUN
american_scientific_journal-1456	84	13	.	.	PUNCT
american_scientific_journal-1456	85	1	since	since	SCONJ
american_scientific_journal-1456	85	2	hbase	hbase	PROPN
american_scientific_journal-1456	85	3	data	datum	NOUN
american_scientific_journal-1456	85	4	requires	require	VERB
american_scientific_journal-1456	85	5	java	java	PROPN
american_scientific_journal-1456	85	6	coding	coding	NOUN
american_scientific_journal-1456	85	7	,	,	PUNCT
american_scientific_journal-1456	85	8	business	business	NOUN
american_scientific_journal-1456	85	9	analysts	analyst	NOUN
american_scientific_journal-1456	85	10	who	who	PRON
american_scientific_journal-1456	85	11	are	be	AUX
american_scientific_journal-1456	85	12	supposed	suppose	VERB
american_scientific_journal-1456	85	13	to	to	PART
american_scientific_journal-1456	85	14	use	use	VERB
american_scientific_journal-1456	85	15	this	this	DET
american_scientific_journal-1456	85	16	solution	solution	NOUN
american_scientific_journal-1456	85	17	need	need	VERB
american_scientific_journal-1456	85	18	to	to	PART
american_scientific_journal-1456	85	19	have	have	VERB
american_scientific_journal-1456	85	20	java	java	ADJ
american_scientific_journal-1456	85	21	knowledge	knowledge	NOUN
american_scientific_journal-1456	85	22	and	and	CCONJ
american_scientific_journal-1456	85	23	skills	skill	NOUN
american_scientific_journal-1456	85	24	.	.	PUNCT
american_scientific_journal-1456	86	1	2	2	X
american_scientific_journal-1456	86	2	.	.	X
american_scientific_journal-1456	86	3	methods	method	NOUN
american_scientific_journal-1456	86	4	the	the	DET
american_scientific_journal-1456	86	5	objective	objective	NOUN
american_scientific_journal-1456	86	6	of	of	ADP
american_scientific_journal-1456	86	7	a	a	DET
american_scientific_journal-1456	86	8	research	research	NOUN
american_scientific_journal-1456	86	9	in	in	ADP
american_scientific_journal-1456	86	10	information	information	NOUN
american_scientific_journal-1456	86	11	systems	system	NOUN
american_scientific_journal-1456	86	12	is	be	AUX
american_scientific_journal-1456	86	13	to	to	PART
american_scientific_journal-1456	86	14	acquire	acquire	VERB
american_scientific_journal-1456	86	15	knowledge	knowledge	NOUN
american_scientific_journal-1456	86	16	and	and	CCONJ
american_scientific_journal-1456	86	17	understanding	understanding	NOUN
american_scientific_journal-1456	86	18	that	that	PRON
american_scientific_journal-1456	86	19	enable	enable	VERB
american_scientific_journal-1456	86	20	the	the	DET
american_scientific_journal-1456	86	21	development	development	NOUN
american_scientific_journal-1456	86	22	and	and	CCONJ
american_scientific_journal-1456	86	23	application	application	NOUN
american_scientific_journal-1456	86	24	of	of	ADP
american_scientific_journal-1456	86	25	technology	technology	NOUN
american_scientific_journal-1456	86	26	-	-	PUNCT
american_scientific_journal-1456	86	27	based	base	VERB
american_scientific_journal-1456	86	28	solutions	solution	NOUN
american_scientific_journal-1456	86	29	to	to	PART
american_scientific_journal-1456	86	30	unsolved	unsolved	VERB
american_scientific_journal-1456	86	31	and	and	CCONJ
american_scientific_journal-1456	86	32	important	important	ADJ
american_scientific_journal-1456	86	33	business	business	NOUN
american_scientific_journal-1456	86	34	problems	problem	NOUN
american_scientific_journal-1456	86	35	[	[	X
american_scientific_journal-1456	86	36	16	16	NUM
american_scientific_journal-1456	86	37	]	]	PUNCT
american_scientific_journal-1456	86	38	.	.	PUNCT
american_scientific_journal-1456	87	1	design	design	NOUN
american_scientific_journal-1456	87	2	science	science	NOUN
american_scientific_journal-1456	87	3	,	,	PUNCT
american_scientific_journal-1456	87	4	as	as	ADP
american_scientific_journal-1456	87	5	one	one	NUM
american_scientific_journal-1456	87	6	of	of	ADP
american_scientific_journal-1456	87	7	the	the	DET
american_scientific_journal-1456	87	8	information	information	NOUN
american_scientific_journal-1456	87	9	systems	system	NOUN
american_scientific_journal-1456	87	10	research	research	NOUN
american_scientific_journal-1456	87	11	methodologies	methodology	NOUN
american_scientific_journal-1456	87	12	,	,	PUNCT
american_scientific_journal-1456	87	13	creates	create	VERB
american_scientific_journal-1456	87	14	and	and	CCONJ
american_scientific_journal-1456	87	15	evaluates	evaluate	VERB
american_scientific_journal-1456	87	16	information	information	NOUN
american_scientific_journal-1456	87	17	technology	technology	NOUN
american_scientific_journal-1456	87	18	artifacts	artifact	NOUN
american_scientific_journal-1456	87	19	intended	intend	VERB
american_scientific_journal-1456	87	20	to	to	PART
american_scientific_journal-1456	87	21	solve	solve	VERB
american_scientific_journal-1456	87	22	identified	identify	VERB
american_scientific_journal-1456	87	23	business	business	NOUN
american_scientific_journal-1456	87	24	problems	problem	NOUN
american_scientific_journal-1456	87	25	.	.	PUNCT
american_scientific_journal-1456	88	1	design	design	NOUN
american_scientific_journal-1456	88	2	is	be	AUX
american_scientific_journal-1456	88	3	essentially	essentially	ADV
american_scientific_journal-1456	88	4	a	a	DET
american_scientific_journal-1456	88	5	search	search	NOUN
american_scientific_journal-1456	88	6	process	process	NOUN
american_scientific_journal-1456	88	7	to	to	PART
american_scientific_journal-1456	88	8	discover	discover	VERB
american_scientific_journal-1456	88	9	an	an	DET
american_scientific_journal-1456	88	10	effective	effective	ADJ
american_scientific_journal-1456	88	11	solution	solution	NOUN
american_scientific_journal-1456	88	12	to	to	ADP
american_scientific_journal-1456	88	13	a	a	DET
american_scientific_journal-1456	88	14	problem	problem	NOUN
american_scientific_journal-1456	88	15	.	.	PUNCT
american_scientific_journal-1456	89	1	problem	problem	NOUN
american_scientific_journal-1456	89	2	solving	solving	NOUN
american_scientific_journal-1456	89	3	can	can	AUX
american_scientific_journal-1456	89	4	be	be	AUX
american_scientific_journal-1456	89	5	perceived	perceive	VERB
american_scientific_journal-1456	89	6	as	as	ADP
american_scientific_journal-1456	89	7	utilizing	utilize	VERB
american_scientific_journal-1456	89	8	available	available	ADJ
american_scientific_journal-1456	89	9	means	mean	NOUN
american_scientific_journal-1456	89	10	to	to	PART
american_scientific_journal-1456	89	11	reach	reach	VERB
american_scientific_journal-1456	89	12	desired	desire	VERB
american_scientific_journal-1456	89	13	ends	end	NOUN
american_scientific_journal-1456	89	14	while	while	SCONJ
american_scientific_journal-1456	89	15	satisfying	satisfy	VERB
american_scientific_journal-1456	89	16	laws	law	NOUN
american_scientific_journal-1456	89	17	existing	exist	VERB
american_scientific_journal-1456	89	18	in	in	ADP
american_scientific_journal-1456	89	19	the	the	DET
american_scientific_journal-1456	89	20	environment	environment	NOUN
american_scientific_journal-1456	89	21	[	[	X
american_scientific_journal-1456	89	22	16	16	NUM
american_scientific_journal-1456	89	23	]	]	PUNCT
american_scientific_journal-1456	89	24	.	.	PUNCT
american_scientific_journal-1456	90	1	the	the	DET
american_scientific_journal-1456	90	2	design	design	NOUN
american_scientific_journal-1456	90	3	science	science	NOUN
american_scientific_journal-1456	90	4	research	research	NOUN
american_scientific_journal-1456	90	5	process	process	NOUN
american_scientific_journal-1456	90	6	includes	include	VERB
american_scientific_journal-1456	90	7	six	six	NUM
american_scientific_journal-1456	90	8	steps	step	NOUN
american_scientific_journal-1456	90	9	:	:	PUNCT
american_scientific_journal-1456	90	10	problem	problem	NOUN
american_scientific_journal-1456	90	11	identification	identification	NOUN
american_scientific_journal-1456	90	12	and	and	CCONJ
american_scientific_journal-1456	90	13	motivation	motivation	NOUN
american_scientific_journal-1456	90	14	,	,	PUNCT
american_scientific_journal-1456	90	15	objectives	objective	NOUN
american_scientific_journal-1456	90	16	for	for	ADP
american_scientific_journal-1456	90	17	a	a	DET
american_scientific_journal-1456	90	18	way	way	NOUN
american_scientific_journal-1456	90	19	out	out	ADV
american_scientific_journal-1456	90	20	,	,	PUNCT
american_scientific_journal-1456	90	21	design	design	NOUN
american_scientific_journal-1456	90	22	and	and	CCONJ
american_scientific_journal-1456	90	23	development	development	NOUN
american_scientific_journal-1456	90	24	,	,	PUNCT
american_scientific_journal-1456	90	25	evaluation	evaluation	NOUN
american_scientific_journal-1456	90	26	,	,	PUNCT
american_scientific_journal-1456	90	27	and	and	CCONJ
american_scientific_journal-1456	90	28	communication	communication	NOUN
american_scientific_journal-1456	90	29	.	.	PUNCT
american_scientific_journal-1456	91	1	communication	communication	NOUN
american_scientific_journal-1456	91	2	refers	refer	VERB
american_scientific_journal-1456	91	3	to	to	ADP
american_scientific_journal-1456	91	4	communicating	communicate	VERB
american_scientific_journal-1456	91	5	the	the	DET
american_scientific_journal-1456	91	6	problem	problem	NOUN
american_scientific_journal-1456	91	7	and	and	CCONJ
american_scientific_journal-1456	91	8	its	its	PRON
american_scientific_journal-1456	91	9	significance	significance	NOUN
american_scientific_journal-1456	91	10	,	,	PUNCT
american_scientific_journal-1456	91	11	the	the	DET
american_scientific_journal-1456	91	12	artifact	artifact	NOUN
american_scientific_journal-1456	91	13	,	,	PUNCT
american_scientific_journal-1456	91	14	its	its	PRON
american_scientific_journal-1456	91	15	utility	utility	NOUN
american_scientific_journal-1456	91	16	and	and	CCONJ
american_scientific_journal-1456	91	17	novelty	novelty	NOUN
american_scientific_journal-1456	91	18	,	,	PUNCT
american_scientific_journal-1456	91	19	the	the	DET
american_scientific_journal-1456	91	20	rigor	rigor	NOUN
american_scientific_journal-1456	91	21	of	of	ADP
american_scientific_journal-1456	91	22	its	its	PRON
american_scientific_journal-1456	91	23	design	design	NOUN
american_scientific_journal-1456	91	24	,	,	PUNCT
american_scientific_journal-1456	91	25	and	and	CCONJ
american_scientific_journal-1456	91	26	its	its	PRON
american_scientific_journal-1456	91	27	effectiveness	effectiveness	NOUN
american_scientific_journal-1456	91	28	to	to	ADP
american_scientific_journal-1456	91	29	researchers	researcher	NOUN
american_scientific_journal-1456	91	30	and	and	CCONJ
american_scientific_journal-1456	91	31	other	other	ADJ
american_scientific_journal-1456	91	32	relevant	relevant	ADJ
american_scientific_journal-1456	91	33	audiences	audience	NOUN
american_scientific_journal-1456	91	34	[	[	X
american_scientific_journal-1456	91	35	17	17	NUM
american_scientific_journal-1456	91	36	]	]	PUNCT
american_scientific_journal-1456	91	37	.	.	PUNCT
american_scientific_journal-1456	92	1	therefore	therefore	ADV
american_scientific_journal-1456	92	2	,	,	PUNCT
american_scientific_journal-1456	92	3	design	design	NOUN
american_scientific_journal-1456	92	4	-	-	PUNCT
american_scientific_journal-1456	92	5	science	science	NOUN
american_scientific_journal-1456	92	6	research	research	NOUN
american_scientific_journal-1456	92	7	methodology	methodology	NOUN
american_scientific_journal-1456	92	8	has	have	AUX
american_scientific_journal-1456	92	9	been	be	AUX
american_scientific_journal-1456	92	10	chosen	choose	VERB
american_scientific_journal-1456	92	11	237	237	NUM
american_scientific_journal-1456	92	12	https://en.wikipedia.org/wiki/apache_hadoop	https://en.wikipedia.org/wiki/apache_hadoop	NOUN
american_scientific_journal-1456	92	13	american	american	PROPN
american_scientific_journal-1456	92	14	scientific	scientific	ADJ
american_scientific_journal-1456	92	15	research	research	NOUN
american_scientific_journal-1456	92	16	journal	journal	NOUN
american_scientific_journal-1456	92	17	for	for	ADP
american_scientific_journal-1456	92	18	engineering	engineering	NOUN
american_scientific_journal-1456	92	19	,	,	PUNCT
american_scientific_journal-1456	92	20	technology	technology	NOUN
american_scientific_journal-1456	92	21	,	,	PUNCT
american_scientific_journal-1456	92	22	and	and	CCONJ
american_scientific_journal-1456	92	23	sciences	science	NOUN
american_scientific_journal-1456	92	24	(	(	PUNCT
american_scientific_journal-1456	92	25	asrjets	asrjet	NOUN
american_scientific_journal-1456	92	26	)	)	PUNCT
american_scientific_journal-1456	92	27	(	(	PUNCT
american_scientific_journal-1456	92	28	2016	2016	NUM
american_scientific_journal-1456	92	29	)	)	PUNCT
american_scientific_journal-1456	92	30	volume	volume	NOUN
american_scientific_journal-1456	92	31	17	17	NUM
american_scientific_journal-1456	92	32	,	,	PUNCT
american_scientific_journal-1456	92	33	no	no	DET
american_scientific_journal-1456	92	34	1	1	NUM
american_scientific_journal-1456	92	35	,	,	PUNCT
american_scientific_journal-1456	92	36	pp	pp	ADV
american_scientific_journal-1456	92	37	234	234	NUM
american_scientific_journal-1456	92	38	-	-	SYM
american_scientific_journal-1456	92	39	244	244	NUM
american_scientific_journal-1456	92	40	for	for	ADP
american_scientific_journal-1456	92	41	this	this	DET
american_scientific_journal-1456	92	42	study	study	NOUN
american_scientific_journal-1456	92	43	in	in	ADP
american_scientific_journal-1456	92	44	order	order	NOUN
american_scientific_journal-1456	92	45	to	to	PART
american_scientific_journal-1456	92	46	produce	produce	VERB
american_scientific_journal-1456	92	47	a	a	DET
american_scientific_journal-1456	92	48	purposeful	purposeful	ADJ
american_scientific_journal-1456	92	49	big	big	ADJ
american_scientific_journal-1456	92	50	data	datum	NOUN
american_scientific_journal-1456	92	51	analysis	analysis	NOUN
american_scientific_journal-1456	92	52	artifact	artifact	NOUN
american_scientific_journal-1456	92	53	in	in	ADP
american_scientific_journal-1456	92	54	the	the	DET
american_scientific_journal-1456	92	55	form	form	NOUN
american_scientific_journal-1456	92	56	of	of	ADP
american_scientific_journal-1456	92	57	architecture	architecture	NOUN
american_scientific_journal-1456	92	58	to	to	PART
american_scientific_journal-1456	92	59	address	address	VERB
american_scientific_journal-1456	92	60	important	important	ADJ
american_scientific_journal-1456	92	61	big	big	ADJ
american_scientific_journal-1456	92	62	data	datum	NOUN
american_scientific_journal-1456	92	63	analysis	analysis	NOUN
american_scientific_journal-1456	92	64	problems	problem	NOUN
american_scientific_journal-1456	92	65	.	.	PUNCT
american_scientific_journal-1456	93	1	because	because	SCONJ
american_scientific_journal-1456	93	2	the	the	DET
american_scientific_journal-1456	93	3	artifact	artifact	NOUN
american_scientific_journal-1456	93	4	is	be	AUX
american_scientific_journal-1456	93	5	purposeful	purposeful	ADJ
american_scientific_journal-1456	93	6	,	,	PUNCT
american_scientific_journal-1456	93	7	it	it	PRON
american_scientific_journal-1456	93	8	has	have	AUX
american_scientific_journal-1456	93	9	yielded	yield	VERB
american_scientific_journal-1456	93	10	a	a	DET
american_scientific_journal-1456	93	11	technology	technology	NOUN
american_scientific_journal-1456	93	12	based	base	VERB
american_scientific_journal-1456	93	13	solution	solution	NOUN
american_scientific_journal-1456	93	14	for	for	ADP
american_scientific_journal-1456	93	15	the	the	DET
american_scientific_journal-1456	93	16	specified	specified	ADJ
american_scientific_journal-1456	93	17	problem	problem	NOUN
american_scientific_journal-1456	93	18	.	.	PUNCT
american_scientific_journal-1456	94	1	3	3	X
american_scientific_journal-1456	94	2	.	.	X
american_scientific_journal-1456	94	3	the	the	DET
american_scientific_journal-1456	94	4	proposed	propose	VERB
american_scientific_journal-1456	94	5	architecture	architecture	NOUN
american_scientific_journal-1456	94	6	recognizing	recognize	VERB
american_scientific_journal-1456	94	7	the	the	DET
american_scientific_journal-1456	94	8	limitations	limitation	NOUN
american_scientific_journal-1456	94	9	in	in	ADP
american_scientific_journal-1456	94	10	the	the	DET
american_scientific_journal-1456	94	11	framework	framework	NOUN
american_scientific_journal-1456	94	12	presented	present	VERB
american_scientific_journal-1456	94	13	by	by	ADP
american_scientific_journal-1456	94	14	das	das	PROPN
american_scientific_journal-1456	94	15	and	and	CCONJ
american_scientific_journal-1456	94	16	kumar	kumar	PROPN
american_scientific_journal-1456	94	17	(	(	PUNCT
american_scientific_journal-1456	94	18	2013	2013	NUM
american_scientific_journal-1456	94	19	)	)	PUNCT
american_scientific_journal-1456	94	20	,	,	PUNCT
american_scientific_journal-1456	94	21	we	we	PRON
american_scientific_journal-1456	94	22	proposed	propose	VERB
american_scientific_journal-1456	94	23	a	a	DET
american_scientific_journal-1456	94	24	three	three	NUM
american_scientific_journal-1456	94	25	layer	layer	NOUN
american_scientific_journal-1456	94	26	architecture	architecture	NOUN
american_scientific_journal-1456	94	27	named	name	VERB
american_scientific_journal-1456	94	28	data	datum	NOUN
american_scientific_journal-1456	94	29	acquisition	acquisition	NOUN
american_scientific_journal-1456	94	30	layer	layer	NOUN
american_scientific_journal-1456	94	31	,	,	PUNCT
american_scientific_journal-1456	94	32	data	datum	NOUN
american_scientific_journal-1456	94	33	storage	storage	NOUN
american_scientific_journal-1456	94	34	and	and	CCONJ
american_scientific_journal-1456	94	35	processing	processing	NOUN
american_scientific_journal-1456	94	36	layer	layer	NOUN
american_scientific_journal-1456	94	37	,	,	PUNCT
american_scientific_journal-1456	94	38	and	and	CCONJ
american_scientific_journal-1456	94	39	user	user	NOUN
american_scientific_journal-1456	94	40	access	access	NOUN
american_scientific_journal-1456	94	41	layer	layer	NOUN
american_scientific_journal-1456	94	42	.	.	PUNCT
american_scientific_journal-1456	95	1	hence	hence	ADV
american_scientific_journal-1456	95	2	,	,	PUNCT
american_scientific_journal-1456	95	3	the	the	DET
american_scientific_journal-1456	95	4	novelty	novelty	NOUN
american_scientific_journal-1456	95	5	of	of	ADP
american_scientific_journal-1456	95	6	our	our	PRON
american_scientific_journal-1456	95	7	work	work	NOUN
american_scientific_journal-1456	95	8	lies	lie	VERB
american_scientific_journal-1456	95	9	in	in	ADP
american_scientific_journal-1456	95	10	the	the	DET
american_scientific_journal-1456	95	11	storage	storage	NOUN
american_scientific_journal-1456	95	12	and	and	CCONJ
american_scientific_journal-1456	95	13	processing	processing	NOUN
american_scientific_journal-1456	95	14	layer	layer	NOUN
american_scientific_journal-1456	95	15	of	of	ADP
american_scientific_journal-1456	95	16	the	the	DET
american_scientific_journal-1456	95	17	architecture	architecture	NOUN
american_scientific_journal-1456	95	18	by	by	ADP
american_scientific_journal-1456	95	19	incorporating	incorporate	VERB
american_scientific_journal-1456	95	20	hdfs	hdfs	PROPN
american_scientific_journal-1456	95	21	,	,	PUNCT
american_scientific_journal-1456	95	22	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	95	23	and	and	CCONJ
american_scientific_journal-1456	95	24	hive	hive	VERB
american_scientific_journal-1456	95	25	instead	instead	ADV
american_scientific_journal-1456	95	26	of	of	ADP
american_scientific_journal-1456	95	27	hbase	hbase	NOUN
american_scientific_journal-1456	95	28	.	.	PUNCT
american_scientific_journal-1456	96	1	components	component	NOUN
american_scientific_journal-1456	96	2	of	of	ADP
american_scientific_journal-1456	96	3	the	the	DET
american_scientific_journal-1456	96	4	architecture	architecture	NOUN
american_scientific_journal-1456	96	5	include	include	VERB
american_scientific_journal-1456	96	6	twitter	twitter	NOUN
american_scientific_journal-1456	96	7	api	api	NOUN
american_scientific_journal-1456	96	8	,	,	PUNCT
american_scientific_journal-1456	96	9	hdfs	hdfs	PROPN
american_scientific_journal-1456	96	10	storage	storage	NOUN
american_scientific_journal-1456	96	11	,	,	PUNCT
american_scientific_journal-1456	96	12	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	96	13	,	,	PUNCT
american_scientific_journal-1456	96	14	hive	hive	NOUN
american_scientific_journal-1456	96	15	,	,	PUNCT
american_scientific_journal-1456	96	16	hue	hue	NOUN
american_scientific_journal-1456	96	17	and	and	CCONJ
american_scientific_journal-1456	96	18	a	a	DET
american_scientific_journal-1456	96	19	front	front	ADJ
american_scientific_journal-1456	96	20	end	end	NOUN
american_scientific_journal-1456	96	21	application	application	NOUN
american_scientific_journal-1456	96	22	tool	tool	NOUN
american_scientific_journal-1456	96	23	as	as	SCONJ
american_scientific_journal-1456	96	24	it	it	PRON
american_scientific_journal-1456	96	25	is	be	AUX
american_scientific_journal-1456	96	26	described	describe	VERB
american_scientific_journal-1456	96	27	in	in	ADP
american_scientific_journal-1456	96	28	figure	figure	NOUN
american_scientific_journal-1456	96	29	1	1	NUM
american_scientific_journal-1456	96	30	.	.	PUNCT
american_scientific_journal-1456	97	1	the	the	DET
american_scientific_journal-1456	97	2	proposed	propose	VERB
american_scientific_journal-1456	97	3	architecture	architecture	NOUN
american_scientific_journal-1456	97	4	enables	enable	VERB
american_scientific_journal-1456	97	5	processing	process	VERB
american_scientific_journal-1456	97	6	and	and	CCONJ
american_scientific_journal-1456	97	7	analyzing	analyze	VERB
american_scientific_journal-1456	97	8	twitter	twitter	NOUN
american_scientific_journal-1456	97	9	datasets	dataset	NOUN
american_scientific_journal-1456	97	10	while	while	SCONJ
american_scientific_journal-1456	97	11	addressing	address	VERB
american_scientific_journal-1456	97	12	the	the	DET
american_scientific_journal-1456	97	13	limitations	limitation	NOUN
american_scientific_journal-1456	97	14	mentioned	mention	VERB
american_scientific_journal-1456	97	15	above	above	ADV
american_scientific_journal-1456	97	16	and	and	CCONJ
american_scientific_journal-1456	97	17	it	it	PRON
american_scientific_journal-1456	97	18	has	have	VERB
american_scientific_journal-1456	97	19	three	three	NUM
american_scientific_journal-1456	97	20	layers	layer	NOUN
american_scientific_journal-1456	97	21	.	.	PUNCT
american_scientific_journal-1456	98	1	twitter	twitter	NOUN
american_scientific_journal-1456	98	2	is	be	AUX
american_scientific_journal-1456	98	3	chosen	choose	VERB
american_scientific_journal-1456	98	4	because	because	SCONJ
american_scientific_journal-1456	98	5	twitter	twitter	NOUN
american_scientific_journal-1456	98	6	postings	posting	NOUN
american_scientific_journal-1456	98	7	are	be	AUX
american_scientific_journal-1456	98	8	easier	easy	ADJ
american_scientific_journal-1456	98	9	to	to	PART
american_scientific_journal-1456	98	10	analyze	analyze	VERB
american_scientific_journal-1456	98	11	due	due	ADP
american_scientific_journal-1456	98	12	to	to	ADP
american_scientific_journal-1456	98	13	the	the	DET
american_scientific_journal-1456	98	14	length	length	NOUN
american_scientific_journal-1456	98	15	limit	limit	NOUN
american_scientific_journal-1456	98	16	as	as	SCONJ
american_scientific_journal-1456	98	17	the	the	DET
american_scientific_journal-1456	98	18	authors	author	NOUN
american_scientific_journal-1456	98	19	are	be	AUX
american_scientific_journal-1456	98	20	usually	usually	ADV
american_scientific_journal-1456	98	21	straight	straight	ADJ
american_scientific_journal-1456	98	22	to	to	ADP
american_scientific_journal-1456	98	23	the	the	DET
american_scientific_journal-1456	98	24	point	point	NOUN
american_scientific_journal-1456	98	25	.	.	PUNCT
american_scientific_journal-1456	99	1	thus	thus	ADV
american_scientific_journal-1456	99	2	,	,	PUNCT
american_scientific_journal-1456	99	3	it	it	PRON
american_scientific_journal-1456	99	4	is	be	AUX
american_scientific_journal-1456	99	5	often	often	ADV
american_scientific_journal-1456	99	6	easier	easy	ADJ
american_scientific_journal-1456	99	7	to	to	PART
american_scientific_journal-1456	99	8	attain	attain	VERB
american_scientific_journal-1456	99	9	high	high	ADJ
american_scientific_journal-1456	99	10	sentiment	sentiment	NOUN
american_scientific_journal-1456	99	11	analysis	analysis	NOUN
american_scientific_journal-1456	99	12	accuracy	accuracy	NOUN
american_scientific_journal-1456	99	13	.	.	PUNCT
american_scientific_journal-1456	100	1	reviews	review	NOUN
american_scientific_journal-1456	100	2	are	be	AUX
american_scientific_journal-1456	100	3	also	also	ADV
american_scientific_journal-1456	100	4	easier	easy	ADJ
american_scientific_journal-1456	100	5	because	because	SCONJ
american_scientific_journal-1456	100	6	they	they	PRON
american_scientific_journal-1456	100	7	are	be	AUX
american_scientific_journal-1456	100	8	highly	highly	ADV
american_scientific_journal-1456	100	9	focused	focused	ADJ
american_scientific_journal-1456	100	10	with	with	ADP
american_scientific_journal-1456	100	11	little	little	ADJ
american_scientific_journal-1456	100	12	irrelevant	irrelevant	ADJ
american_scientific_journal-1456	100	13	information	information	NOUN
american_scientific_journal-1456	100	14	[	[	X
american_scientific_journal-1456	100	15	18	18	NUM
american_scientific_journal-1456	100	16	]	]	SYM
american_scientific_journal-1456	100	17	.	.	PUNCT
american_scientific_journal-1456	101	1	3.1	3.1	NUM
american_scientific_journal-1456	101	2	.	.	PUNCT
american_scientific_journal-1456	101	3	data	datum	NOUN
american_scientific_journal-1456	101	4	acquisition	acquisition	NOUN
american_scientific_journal-1456	101	5	layer	layer	NOUN
american_scientific_journal-1456	101	6	the	the	DET
american_scientific_journal-1456	101	7	first	first	ADJ
american_scientific_journal-1456	101	8	layer	layer	NOUN
american_scientific_journal-1456	101	9	gets	get	VERB
american_scientific_journal-1456	101	10	data	datum	NOUN
american_scientific_journal-1456	101	11	from	from	ADP
american_scientific_journal-1456	101	12	twitter	twitter	NOUN
american_scientific_journal-1456	101	13	and	and	CCONJ
american_scientific_journal-1456	101	14	makes	make	VERB
american_scientific_journal-1456	101	15	the	the	DET
american_scientific_journal-1456	101	16	datasets	dataset	NOUN
american_scientific_journal-1456	101	17	ready	ready	ADJ
american_scientific_journal-1456	101	18	to	to	PART
american_scientific_journal-1456	101	19	be	be	AUX
american_scientific_journal-1456	101	20	taken	take	VERB
american_scientific_journal-1456	101	21	by	by	ADP
american_scientific_journal-1456	101	22	hdfs	hdfs	PROPN
american_scientific_journal-1456	101	23	.	.	PUNCT
american_scientific_journal-1456	102	1	this	this	DET
american_scientific_journal-1456	102	2	layer	layer	NOUN
american_scientific_journal-1456	102	3	includes	include	VERB
american_scientific_journal-1456	102	4	twitter	twitter	NOUN
american_scientific_journal-1456	102	5	api	api	NOUN
american_scientific_journal-1456	102	6	and	and	CCONJ
american_scientific_journal-1456	102	7	twitter	twitter	NOUN
american_scientific_journal-1456	102	8	’s	’s	PART
american_scientific_journal-1456	102	9	datasets	dataset	NOUN
american_scientific_journal-1456	102	10	.	.	PUNCT
american_scientific_journal-1456	103	1	3.1.1	3.1.1	X
american_scientific_journal-1456	103	2	.	.	PUNCT
american_scientific_journal-1456	103	3	twitter	twitter	NOUN
american_scientific_journal-1456	103	4	api	api	NOUN
american_scientific_journal-1456	103	5	these	these	DET
american_scientific_journal-1456	103	6	api	api	NOUN
american_scientific_journal-1456	103	7	employs	employ	VERB
american_scientific_journal-1456	103	8	the	the	DET
american_scientific_journal-1456	103	9	push	push	NOUN
american_scientific_journal-1456	103	10	strategy	strategy	NOUN
american_scientific_journal-1456	103	11	for	for	ADP
american_scientific_journal-1456	103	12	data	datum	NOUN
american_scientific_journal-1456	103	13	retrieval	retrieval	NOUN
american_scientific_journal-1456	103	14	.	.	PUNCT
american_scientific_journal-1456	104	1	once	once	ADV
american_scientific_journal-1456	104	2	a	a	DET
american_scientific_journal-1456	104	3	request	request	NOUN
american_scientific_journal-1456	104	4	for	for	ADP
american_scientific_journal-1456	104	5	information	information	NOUN
american_scientific_journal-1456	104	6	is	be	AUX
american_scientific_journal-1456	104	7	made	make	VERB
american_scientific_journal-1456	104	8	,	,	PUNCT
american_scientific_journal-1456	104	9	the	the	DET
american_scientific_journal-1456	104	10	streaming	streaming	NOUN
american_scientific_journal-1456	104	11	apis	apis	ADV
american_scientific_journal-1456	104	12	provide	provide	VERB
american_scientific_journal-1456	104	13	a	a	DET
american_scientific_journal-1456	104	14	steady	steady	ADJ
american_scientific_journal-1456	104	15	stream	stream	NOUN
american_scientific_journal-1456	104	16	of	of	ADP
american_scientific_journal-1456	104	17	updates	update	NOUN
american_scientific_journal-1456	104	18	with	with	ADP
american_scientific_journal-1456	104	19	no	no	DET
american_scientific_journal-1456	104	20	further	further	ADJ
american_scientific_journal-1456	104	21	input	input	NOUN
american_scientific_journal-1456	104	22	from	from	ADP
american_scientific_journal-1456	104	23	the	the	DET
american_scientific_journal-1456	104	24	user	user	NOUN
american_scientific_journal-1456	104	25	.	.	PUNCT
american_scientific_journal-1456	105	1	the	the	DET
american_scientific_journal-1456	105	2	limitations	limitation	NOUN
american_scientific_journal-1456	105	3	of	of	ADP
american_scientific_journal-1456	105	4	twitter	twitter	NOUN
american_scientific_journal-1456	105	5	apis	apis	ADJ
american_scientific_journal-1456	105	6	can	can	AUX
american_scientific_journal-1456	105	7	be	be	AUX
american_scientific_journal-1456	105	8	too	too	ADV
american_scientific_journal-1456	105	9	restrictive	restrictive	ADJ
american_scientific_journal-1456	105	10	for	for	ADP
american_scientific_journal-1456	105	11	certain	certain	ADJ
american_scientific_journal-1456	105	12	types	type	NOUN
american_scientific_journal-1456	105	13	of	of	ADP
american_scientific_journal-1456	105	14	applications	application	NOUN
american_scientific_journal-1456	105	15	.	.	PUNCT
american_scientific_journal-1456	106	1	the	the	DET
american_scientific_journal-1456	106	2	apis	apis	PROPN
american_scientific_journal-1456	106	3	only	only	ADV
american_scientific_journal-1456	106	4	grant	grant	VERB
american_scientific_journal-1456	106	5	access	access	NOUN
american_scientific_journal-1456	106	6	to	to	ADP
american_scientific_journal-1456	106	7	a	a	DET
american_scientific_journal-1456	106	8	1	1	NUM
american_scientific_journal-1456	106	9	%	%	NOUN
american_scientific_journal-1456	106	10	sample	sample	NOUN
american_scientific_journal-1456	106	11	of	of	ADP
american_scientific_journal-1456	106	12	the	the	DET
american_scientific_journal-1456	106	13	twitter	twitter	NOUN
american_scientific_journal-1456	106	14	data	data	NOUN
american_scientific_journal-1456	106	15	,	,	PUNCT
american_scientific_journal-1456	106	16	and	and	CCONJ
american_scientific_journal-1456	106	17	concerns	concern	NOUN
american_scientific_journal-1456	106	18	about	about	ADP
american_scientific_journal-1456	106	19	the	the	DET
american_scientific_journal-1456	106	20	sampling	sample	VERB
american_scientific_journal-1456	106	21	mechanism	mechanism	NOUN
american_scientific_journal-1456	106	22	and	and	CCONJ
american_scientific_journal-1456	106	23	the	the	DET
american_scientific_journal-1456	106	24	quality	quality	NOUN
american_scientific_journal-1456	106	25	of	of	ADP
american_scientific_journal-1456	106	26	twitter	twitter	NOUN
american_scientific_journal-1456	106	27	data	datum	NOUN
american_scientific_journal-1456	106	28	obtained	obtain	VERB
american_scientific_journal-1456	106	29	via	via	ADP
american_scientific_journal-1456	106	30	the	the	DET
american_scientific_journal-1456	106	31	api	api	NOUN
american_scientific_journal-1456	106	32	.	.	PUNCT
american_scientific_journal-1456	107	1	however	however	ADV
american_scientific_journal-1456	107	2	,	,	PUNCT
american_scientific_journal-1456	107	3	twitter	twitter	PROPN
american_scientific_journal-1456	107	4	api	api	NOUN
american_scientific_journal-1456	107	5	works	work	VERB
american_scientific_journal-1456	107	6	well	well	ADV
american_scientific_journal-1456	107	7	for	for	ADP
american_scientific_journal-1456	107	8	a	a	DET
american_scientific_journal-1456	107	9	lot	lot	NOUN
american_scientific_journal-1456	107	10	of	of	ADP
american_scientific_journal-1456	107	11	individuals	individual	NOUN
american_scientific_journal-1456	107	12	that	that	PRON
american_scientific_journal-1456	107	13	just	just	ADV
american_scientific_journal-1456	107	14	want	want	VERB
american_scientific_journal-1456	107	15	to	to	PART
american_scientific_journal-1456	107	16	access	access	VERB
american_scientific_journal-1456	107	17	twitter	twitter	NOUN
american_scientific_journal-1456	107	18	data	datum	NOUN
american_scientific_journal-1456	107	19	for	for	ADP
american_scientific_journal-1456	107	20	light	light	ADJ
american_scientific_journal-1456	107	21	analytics	analytic	NOUN
american_scientific_journal-1456	107	22	or	or	CCONJ
american_scientific_journal-1456	107	23	statistical	statistical	ADJ
american_scientific_journal-1456	107	24	analysis	analysis	NOUN
american_scientific_journal-1456	107	25	and	and	CCONJ
american_scientific_journal-1456	107	26	they	they	PRON
american_scientific_journal-1456	107	27	are	be	AUX
american_scientific_journal-1456	107	28	free	free	ADJ
american_scientific_journal-1456	107	29	to	to	PART
american_scientific_journal-1456	107	30	use	use	VERB
american_scientific_journal-1456	107	31	[	[	X
american_scientific_journal-1456	107	32	19	19	NUM
american_scientific_journal-1456	107	33	]	]	PUNCT
american_scientific_journal-1456	107	34	.	.	PUNCT
american_scientific_journal-1456	108	1	therefore	therefore	ADV
american_scientific_journal-1456	108	2	,	,	PUNCT
american_scientific_journal-1456	108	3	twitter	twitter	NOUN
american_scientific_journal-1456	108	4	api	api	NOUN
american_scientific_journal-1456	108	5	is	be	AUX
american_scientific_journal-1456	108	6	used	use	VERB
american_scientific_journal-1456	108	7	to	to	PART
american_scientific_journal-1456	108	8	collect	collect	VERB
american_scientific_journal-1456	108	9	and	and	CCONJ
american_scientific_journal-1456	108	10	download	download	VERB
american_scientific_journal-1456	108	11	public	public	ADJ
american_scientific_journal-1456	108	12	tweets	tweet	NOUN
american_scientific_journal-1456	108	13	of	of	ADP
american_scientific_journal-1456	108	14	twitter	twitter	NOUN
american_scientific_journal-1456	108	15	;	;	PUNCT
american_scientific_journal-1456	108	16	one	one	NUM
american_scientific_journal-1456	108	17	is	be	AUX
american_scientific_journal-1456	108	18	for	for	ADP
american_scientific_journal-1456	108	19	cost	cost	NOUN
american_scientific_journal-1456	108	20	reason	reason	NOUN
american_scientific_journal-1456	108	21	and	and	CCONJ
american_scientific_journal-1456	108	22	the	the	DET
american_scientific_journal-1456	108	23	other	other	ADJ
american_scientific_journal-1456	108	24	is	be	AUX
american_scientific_journal-1456	108	25	data	data	NOUN
american_scientific_journal-1456	108	26	samples	sample	NOUN
american_scientific_journal-1456	108	27	obtained	obtain	VERB
american_scientific_journal-1456	108	28	with	with	ADP
american_scientific_journal-1456	108	29	twitter	twitter	NOUN
american_scientific_journal-1456	108	30	apis	apis	ADJ
american_scientific_journal-1456	108	31	are	be	AUX
american_scientific_journal-1456	108	32	sufficient	sufficient	ADJ
american_scientific_journal-1456	108	33	for	for	ADP
american_scientific_journal-1456	108	34	experimenting	experiment	VERB
american_scientific_journal-1456	108	35	with	with	ADP
american_scientific_journal-1456	108	36	the	the	DET
american_scientific_journal-1456	108	37	proposed	propose	VERB
american_scientific_journal-1456	108	38	architecture	architecture	NOUN
american_scientific_journal-1456	108	39	[	[	X
american_scientific_journal-1456	108	40	19	19	NUM
american_scientific_journal-1456	108	41	]	]	PUNCT
american_scientific_journal-1456	108	42	.	.	PUNCT
american_scientific_journal-1456	109	1	once	once	ADV
american_scientific_journal-1456	109	2	an	an	DET
american_scientific_journal-1456	109	3	authorized	authorized	ADJ
american_scientific_journal-1456	109	4	api	api	NOUN
american_scientific_journal-1456	109	5	request	request	NOUN
american_scientific_journal-1456	109	6	is	be	AUX
american_scientific_journal-1456	109	7	sent	send	VERB
american_scientific_journal-1456	109	8	,	,	PUNCT
american_scientific_journal-1456	109	9	twitter	twitter	NOUN
american_scientific_journal-1456	109	10	database	database	NOUN
american_scientific_journal-1456	109	11	provides	provide	VERB
american_scientific_journal-1456	109	12	the	the	DET
american_scientific_journal-1456	109	13	data	datum	NOUN
american_scientific_journal-1456	109	14	in	in	ADP
american_scientific_journal-1456	109	15	json	json	NOUN
american_scientific_journal-1456	109	16	(	(	PUNCT
american_scientific_journal-1456	109	17	java	java	NOUN
american_scientific_journal-1456	109	18	script	script	NOUN
american_scientific_journal-1456	109	19	object	object	NOUN
american_scientific_journal-1456	109	20	notation	notation	NOUN
american_scientific_journal-1456	109	21	)	)	PUNCT
american_scientific_journal-1456	109	22	format	format	NOUN
american_scientific_journal-1456	109	23	.	.	PUNCT
american_scientific_journal-1456	110	1	3.2	3.2	NUM
american_scientific_journal-1456	110	2	.	.	PUNCT
american_scientific_journal-1456	111	1	data	datum	NOUN
american_scientific_journal-1456	111	2	storage	storage	NOUN
american_scientific_journal-1456	111	3	and	and	CCONJ
american_scientific_journal-1456	111	4	processing	processing	NOUN
american_scientific_journal-1456	111	5	layer	layer	NOUN
american_scientific_journal-1456	111	6	this	this	DET
american_scientific_journal-1456	111	7	layer	layer	NOUN
american_scientific_journal-1456	111	8	stores	store	NOUN
american_scientific_journal-1456	111	9	and	and	CCONJ
american_scientific_journal-1456	111	10	processes	process	VERB
american_scientific_journal-1456	111	11	the	the	DET
american_scientific_journal-1456	111	12	twitter	twitter	NOUN
american_scientific_journal-1456	111	13	datasets	dataset	NOUN
american_scientific_journal-1456	111	14	.	.	PUNCT
american_scientific_journal-1456	112	1	this	this	DET
american_scientific_journal-1456	112	2	layer	layer	NOUN
american_scientific_journal-1456	112	3	includes	include	VERB
american_scientific_journal-1456	112	4	hdfs	hdfs	PROPN
american_scientific_journal-1456	112	5	,	,	PUNCT
american_scientific_journal-1456	112	6	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	112	7	,	,	PUNCT
american_scientific_journal-1456	112	8	and	and	CCONJ
american_scientific_journal-1456	112	9	hive	hive	VERB
american_scientific_journal-1456	112	10	as	as	SCONJ
american_scientific_journal-1456	112	11	it	it	PRON
american_scientific_journal-1456	112	12	is	be	AUX
american_scientific_journal-1456	112	13	described	describe	VERB
american_scientific_journal-1456	112	14	below	below	ADV
american_scientific_journal-1456	112	15	.	.	PUNCT
american_scientific_journal-1456	113	1	3.2.1	3.2.1	X
american_scientific_journal-1456	113	2	.	.	PUNCT
american_scientific_journal-1456	114	1	hdfs	hdfs	PROPN
american_scientific_journal-1456	114	2	storage	storage	NOUN
american_scientific_journal-1456	114	3	hdfs	hdfs	NOUN
american_scientific_journal-1456	114	4	cluster	cluster	NOUN
american_scientific_journal-1456	114	5	is	be	AUX
american_scientific_journal-1456	114	6	the	the	DET
american_scientific_journal-1456	114	7	storage	storage	NOUN
american_scientific_journal-1456	114	8	structure	structure	NOUN
american_scientific_journal-1456	114	9	in	in	ADP
american_scientific_journal-1456	114	10	the	the	DET
american_scientific_journal-1456	114	11	architecture	architecture	NOUN
american_scientific_journal-1456	114	12	and	and	CCONJ
american_scientific_journal-1456	114	13	hence	hence	ADV
american_scientific_journal-1456	114	14	it	it	PRON
american_scientific_journal-1456	114	15	stores	store	VERB
american_scientific_journal-1456	114	16	all	all	DET
american_scientific_journal-1456	114	17	the	the	DET
american_scientific_journal-1456	114	18	data	datum	NOUN
american_scientific_journal-1456	114	19	in	in	ADP
american_scientific_journal-1456	114	20	the	the	DET
american_scientific_journal-1456	114	21	system	system	NOUN
american_scientific_journal-1456	114	22	.	.	PUNCT
american_scientific_journal-1456	115	1	it	it	PRON
american_scientific_journal-1456	115	2	stores	store	VERB
american_scientific_journal-1456	115	3	both	both	CCONJ
american_scientific_journal-1456	115	4	the	the	DET
american_scientific_journal-1456	115	5	raw	raw	ADJ
american_scientific_journal-1456	115	6	data	datum	NOUN
american_scientific_journal-1456	115	7	and	and	CCONJ
american_scientific_journal-1456	115	8	the	the	DET
american_scientific_journal-1456	115	9	data	datum	NOUN
american_scientific_journal-1456	115	10	after	after	ADP
american_scientific_journal-1456	115	11	being	be	AUX
american_scientific_journal-1456	115	12	processed	process	VERB
american_scientific_journal-1456	115	13	and	and	CCONJ
american_scientific_journal-1456	115	14	analyzed	analyze	VERB
american_scientific_journal-1456	115	15	.	.	PUNCT
american_scientific_journal-1456	116	1	the	the	DET
american_scientific_journal-1456	116	2	hdfs	hdfs	PROPN
american_scientific_journal-1456	116	3	cluster	cluster	NOUN
american_scientific_journal-1456	116	4	has	have	VERB
american_scientific_journal-1456	116	5	two	two	NUM
american_scientific_journal-1456	116	6	types	type	NOUN
american_scientific_journal-1456	116	7	of	of	ADP
american_scientific_journal-1456	116	8	nodes	node	NOUN
american_scientific_journal-1456	116	9	238	238	NUM
american_scientific_journal-1456	116	10	american	american	ADJ
american_scientific_journal-1456	116	11	scientific	scientific	ADJ
american_scientific_journal-1456	116	12	research	research	NOUN
american_scientific_journal-1456	116	13	journal	journal	NOUN
american_scientific_journal-1456	116	14	for	for	ADP
american_scientific_journal-1456	116	15	engineering	engineering	NOUN
american_scientific_journal-1456	116	16	,	,	PUNCT
american_scientific_journal-1456	116	17	technology	technology	NOUN
american_scientific_journal-1456	116	18	,	,	PUNCT
american_scientific_journal-1456	116	19	and	and	CCONJ
american_scientific_journal-1456	116	20	sciences	science	NOUN
american_scientific_journal-1456	116	21	(	(	PUNCT
american_scientific_journal-1456	116	22	asrjets	asrjet	NOUN
american_scientific_journal-1456	116	23	)	)	PUNCT
american_scientific_journal-1456	116	24	(	(	PUNCT
american_scientific_journal-1456	116	25	2016	2016	NUM
american_scientific_journal-1456	116	26	)	)	PUNCT
american_scientific_journal-1456	116	27	volume	volume	NOUN
american_scientific_journal-1456	116	28	17	17	NUM
american_scientific_journal-1456	116	29	,	,	PUNCT
american_scientific_journal-1456	116	30	no	no	DET
american_scientific_journal-1456	116	31	1	1	NUM
american_scientific_journal-1456	116	32	,	,	PUNCT
american_scientific_journal-1456	116	33	pp	pp	ADV
american_scientific_journal-1456	116	34	234	234	NUM
american_scientific_journal-1456	116	35	-	-	SYM
american_scientific_journal-1456	116	36	244	244	NUM
american_scientific_journal-1456	116	37	operating	operating	NOUN
american_scientific_journal-1456	116	38	in	in	ADP
american_scientific_journal-1456	116	39	a	a	DET
american_scientific_journal-1456	116	40	master	master	NOUN
american_scientific_journal-1456	116	41	-	-	PUNCT
american_scientific_journal-1456	116	42	worker	worker	NOUN
american_scientific_journal-1456	116	43	model	model	NOUN
american_scientific_journal-1456	116	44	:	:	PUNCT
american_scientific_journal-1456	116	45	a	a	DET
american_scientific_journal-1456	116	46	namenode	namenode	NOUN
american_scientific_journal-1456	116	47	(	(	PUNCT
american_scientific_journal-1456	116	48	the	the	DET
american_scientific_journal-1456	116	49	master	master	NOUN
american_scientific_journal-1456	116	50	)	)	PUNCT
american_scientific_journal-1456	116	51	and	and	CCONJ
american_scientific_journal-1456	116	52	a	a	DET
american_scientific_journal-1456	116	53	number	number	NOUN
american_scientific_journal-1456	116	54	of	of	ADP
american_scientific_journal-1456	116	55	datanodes	datanode	NOUN
american_scientific_journal-1456	116	56	(	(	PUNCT
american_scientific_journal-1456	116	57	slaves	slave	NOUN
american_scientific_journal-1456	116	58	)	)	PUNCT
american_scientific_journal-1456	116	59	.	.	PUNCT
american_scientific_journal-1456	117	1	the	the	DET
american_scientific_journal-1456	117	2	namenode	namenode	NOUN
american_scientific_journal-1456	117	3	is	be	AUX
american_scientific_journal-1456	117	4	responsible	responsible	ADJ
american_scientific_journal-1456	117	5	for	for	ADP
american_scientific_journal-1456	117	6	maintaining	maintain	VERB
american_scientific_journal-1456	117	7	the	the	DET
american_scientific_journal-1456	117	8	directory	directory	NOUN
american_scientific_journal-1456	117	9	structure	structure	NOUN
american_scientific_journal-1456	117	10	of	of	ADP
american_scientific_journal-1456	117	11	the	the	DET
american_scientific_journal-1456	117	12	file	file	NOUN
american_scientific_journal-1456	117	13	system	system	NOUN
american_scientific_journal-1456	117	14	and	and	CCONJ
american_scientific_journal-1456	117	15	tracking	tracking	NOUN
american_scientific_journal-1456	117	16	where	where	SCONJ
american_scientific_journal-1456	117	17	each	each	DET
american_scientific_journal-1456	117	18	file	file	NOUN
american_scientific_journal-1456	117	19	data	datum	NOUN
american_scientific_journal-1456	117	20	is	be	AUX
american_scientific_journal-1456	117	21	kept	keep	VERB
american_scientific_journal-1456	117	22	in	in	ADP
american_scientific_journal-1456	117	23	datanodes	datanode	NOUN
american_scientific_journal-1456	117	24	of	of	ADP
american_scientific_journal-1456	117	25	the	the	DET
american_scientific_journal-1456	117	26	hadoop	hadoop	NOUN
american_scientific_journal-1456	117	27	cluster	cluster	NOUN
american_scientific_journal-1456	117	28	.	.	PUNCT
american_scientific_journal-1456	118	1	so	so	ADV
american_scientific_journal-1456	118	2	it	it	PRON
american_scientific_journal-1456	118	3	is	be	AUX
american_scientific_journal-1456	118	4	the	the	DET
american_scientific_journal-1456	118	5	namenode	namenode	NOUN
american_scientific_journal-1456	118	6	which	which	PRON
american_scientific_journal-1456	118	7	knows	know	VERB
american_scientific_journal-1456	118	8	what	what	PRON
american_scientific_journal-1456	118	9	blocks	block	NOUN
american_scientific_journal-1456	118	10	on	on	ADP
american_scientific_journal-1456	118	11	which	which	PRON
american_scientific_journal-1456	118	12	data	datum	NOUN
american_scientific_journal-1456	118	13	nodes	node	NOUN
american_scientific_journal-1456	118	14	make	make	VERB
american_scientific_journal-1456	118	15	up	up	ADP
american_scientific_journal-1456	118	16	the	the	DET
american_scientific_journal-1456	118	17	complete	complete	ADJ
american_scientific_journal-1456	118	18	file	file	NOUN
american_scientific_journal-1456	118	19	where	where	SCONJ
american_scientific_journal-1456	118	20	as	as	SCONJ
american_scientific_journal-1456	118	21	the	the	DET
american_scientific_journal-1456	118	22	datanodes	datanode	NOUN
american_scientific_journal-1456	118	23	are	be	AUX
american_scientific_journal-1456	118	24	where	where	SCONJ
american_scientific_journal-1456	118	25	data	datum	NOUN
american_scientific_journal-1456	118	26	are	be	AUX
american_scientific_journal-1456	118	27	actually	actually	ADV
american_scientific_journal-1456	118	28	stored	store	VERB
american_scientific_journal-1456	118	29	.	.	PUNCT
american_scientific_journal-1456	119	1	figure	figure	NOUN
american_scientific_journal-1456	119	2	1	1	NUM
american_scientific_journal-1456	119	3	:	:	PUNCT
american_scientific_journal-1456	119	4	the	the	DET
american_scientific_journal-1456	119	5	proposed	propose	VERB
american_scientific_journal-1456	119	6	architecture	architecture	NOUN
american_scientific_journal-1456	119	7	3.2.2	3.2.2	NUM
american_scientific_journal-1456	119	8	.	.	PUNCT
american_scientific_journal-1456	120	1	mapping	mapping	NOUN
american_scientific_journal-1456	120	2	and	and	CCONJ
american_scientific_journal-1456	120	3	reducing	reduce	VERB
american_scientific_journal-1456	120	4	the	the	DET
american_scientific_journal-1456	120	5	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	120	6	cluster	cluster	NOUN
american_scientific_journal-1456	120	7	processes	process	VERB
american_scientific_journal-1456	120	8	data	datum	NOUN
american_scientific_journal-1456	120	9	sets	set	NOUN
american_scientific_journal-1456	120	10	in	in	ADP
american_scientific_journal-1456	120	11	a	a	DET
american_scientific_journal-1456	120	12	distributed	distribute	VERB
american_scientific_journal-1456	120	13	fashion	fashion	NOUN
american_scientific_journal-1456	120	14	.	.	PUNCT
american_scientific_journal-1456	121	1	it	it	PRON
american_scientific_journal-1456	121	2	works	work	VERB
american_scientific_journal-1456	121	3	based	base	VERB
american_scientific_journal-1456	121	4	on	on	ADP
american_scientific_journal-1456	121	5	the	the	DET
american_scientific_journal-1456	121	6	concept	concept	NOUN
american_scientific_journal-1456	121	7	of	of	ADP
american_scientific_journal-1456	121	8	breaking	break	VERB
american_scientific_journal-1456	121	9	the	the	DET
american_scientific_journal-1456	121	10	data	data	NOUN
american_scientific_journal-1456	121	11	processing	processing	NOUN
american_scientific_journal-1456	121	12	task	task	NOUN
american_scientific_journal-1456	121	13	into	into	ADP
american_scientific_journal-1456	121	14	two	two	NUM
american_scientific_journal-1456	121	15	smaller	small	ADJ
american_scientific_journal-1456	121	16	jobs	job	NOUN
american_scientific_journal-1456	121	17	of	of	ADP
american_scientific_journal-1456	121	18	mapping	mapping	NOUN
american_scientific_journal-1456	121	19	and	and	CCONJ
american_scientific_journal-1456	121	20	reducing	reduce	VERB
american_scientific_journal-1456	121	21	.	.	PUNCT
american_scientific_journal-1456	122	1	it	it	PRON
american_scientific_journal-1456	122	2	also	also	ADV
american_scientific_journal-1456	122	3	works	work	VERB
american_scientific_journal-1456	122	4	in	in	ADP
american_scientific_journal-1456	122	5	master	master	NOUN
american_scientific_journal-1456	122	6	slave	slave	NOUN
american_scientific_journal-1456	122	7	architecture	architecture	NOUN
american_scientific_journal-1456	122	8	:	:	PUNCT
american_scientific_journal-1456	122	9	a	a	DET
american_scientific_journal-1456	122	10	jobtracker	jobtracker	NOUN
american_scientific_journal-1456	122	11	(	(	PUNCT
american_scientific_journal-1456	122	12	the	the	DET
american_scientific_journal-1456	122	13	master	master	NOUN
american_scientific_journal-1456	122	14	)	)	PUNCT
american_scientific_journal-1456	122	15	and	and	CCONJ
american_scientific_journal-1456	122	16	a	a	DET
american_scientific_journal-1456	122	17	number	number	NOUN
american_scientific_journal-1456	122	18	of	of	ADP
american_scientific_journal-1456	122	19	tasktrackers	tasktracker	NOUN
american_scientific_journal-1456	122	20	(	(	PUNCT
american_scientific_journal-1456	122	21	slaves	slave	NOUN
american_scientific_journal-1456	122	22	)	)	PUNCT
american_scientific_journal-1456	122	23	.	.	PUNCT
american_scientific_journal-1456	123	1	the	the	DET
american_scientific_journal-1456	123	2	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	123	3	jobs	job	NOUN
american_scientific_journal-1456	123	4	break	break	VERB
american_scientific_journal-1456	123	5	the	the	DET
american_scientific_journal-1456	123	6	input	input	NOUN
american_scientific_journal-1456	123	7	data	datum	NOUN
american_scientific_journal-1456	123	8	set	set	VERB
american_scientific_journal-1456	123	9	in	in	ADP
american_scientific_journal-1456	123	10	to	to	ADP
american_scientific_journal-1456	123	11	independent	independent	ADJ
american_scientific_journal-1456	123	12	blocks	block	NOUN
american_scientific_journal-1456	123	13	.	.	PUNCT
american_scientific_journal-1456	124	1	then	then	ADV
american_scientific_journal-1456	124	2	the	the	DET
american_scientific_journal-1456	124	3	master	master	NOUN
american_scientific_journal-1456	124	4	is	be	AUX
american_scientific_journal-1456	124	5	responsible	responsible	ADJ
american_scientific_journal-1456	124	6	for	for	ADP
american_scientific_journal-1456	124	7	dispatching	dispatch	VERB
american_scientific_journal-1456	124	8	jobs	job	NOUN
american_scientific_journal-1456	124	9	to	to	ADP
american_scientific_journal-1456	124	10	tasktrackers	tasktracker	NOUN
american_scientific_journal-1456	124	11	,	,	PUNCT
american_scientific_journal-1456	124	12	keeping	keep	VERB
american_scientific_journal-1456	124	13	track	track	NOUN
american_scientific_journal-1456	124	14	of	of	ADP
american_scientific_journal-1456	124	15	the	the	DET
american_scientific_journal-1456	124	16	job	job	NOUN
american_scientific_journal-1456	124	17	progress	progress	NOUN
american_scientific_journal-1456	124	18	,	,	PUNCT
american_scientific_journal-1456	124	19	re	re	VERB
american_scientific_journal-1456	124	20	-	-	VERB
american_scientific_journal-1456	124	21	executing	execute	VERB
american_scientific_journal-1456	124	22	the	the	DET
american_scientific_journal-1456	124	23	failed	fail	VERB
american_scientific_journal-1456	124	24	tasks	task	NOUN
american_scientific_journal-1456	124	25	,	,	PUNCT
american_scientific_journal-1456	124	26	and	and	CCONJ
american_scientific_journal-1456	124	27	returning	return	VERB
american_scientific_journal-1456	124	28	the	the	DET
american_scientific_journal-1456	124	29	result	result	NOUN
american_scientific_journal-1456	124	30	to	to	ADP
american_scientific_journal-1456	124	31	the	the	DET
american_scientific_journal-1456	124	32	storage	storage	NOUN
american_scientific_journal-1456	124	33	.	.	PUNCT
american_scientific_journal-1456	125	1	then	then	ADV
american_scientific_journal-1456	125	2	slaves	slave	NOUN
american_scientific_journal-1456	125	3	perform	perform	VERB
american_scientific_journal-1456	125	4	the	the	DET
american_scientific_journal-1456	125	5	tasks	task	NOUN
american_scientific_journal-1456	125	6	as	as	SCONJ
american_scientific_journal-1456	125	7	directed	direct	VERB
american_scientific_journal-1456	125	8	by	by	ADP
american_scientific_journal-1456	125	9	the	the	DET
american_scientific_journal-1456	125	10	master	master	NOUN
american_scientific_journal-1456	125	11	.	.	PUNCT
american_scientific_journal-1456	126	1	3.2.3	3.2.3	X
american_scientific_journal-1456	126	2	.	.	X
american_scientific_journal-1456	126	3	hive	hive	NOUN
american_scientific_journal-1456	126	4	in	in	ADP
american_scientific_journal-1456	126	5	our	our	PRON
american_scientific_journal-1456	126	6	architecture	architecture	NOUN
american_scientific_journal-1456	126	7	,	,	PUNCT
american_scientific_journal-1456	126	8	we	we	PRON
american_scientific_journal-1456	126	9	preferred	prefer	VERB
american_scientific_journal-1456	126	10	hive	hive	NOUN
american_scientific_journal-1456	126	11	to	to	PART
american_scientific_journal-1456	126	12	hbase	hbase	VERB
american_scientific_journal-1456	126	13	for	for	ADP
american_scientific_journal-1456	126	14	many	many	ADJ
american_scientific_journal-1456	126	15	reasons	reason	NOUN
american_scientific_journal-1456	126	16	.	.	PUNCT
american_scientific_journal-1456	127	1	hive	hive	NOUN
american_scientific_journal-1456	127	2	converts	convert	NOUN
american_scientific_journal-1456	127	3	sql	sql	PROPN
american_scientific_journal-1456	127	4	query	query	NOUN
american_scientific_journal-1456	127	5	into	into	ADP
american_scientific_journal-1456	127	6	a	a	DET
american_scientific_journal-1456	127	7	series	series	NOUN
american_scientific_journal-1456	127	8	of	of	ADP
american_scientific_journal-1456	127	9	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	127	10	jobs	job	NOUN
american_scientific_journal-1456	127	11	for	for	ADP
american_scientific_journal-1456	127	12	implementation	implementation	NOUN
american_scientific_journal-1456	127	13	on	on	ADP
american_scientific_journal-1456	127	14	a	a	DET
american_scientific_journal-1456	127	15	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	127	16	cluster	cluster	NOUN
american_scientific_journal-1456	127	17	[	[	X
american_scientific_journal-1456	127	18	9	9	NUM
american_scientific_journal-1456	127	19	]	]	PUNCT
american_scientific_journal-1456	127	20	.	.	PUNCT
american_scientific_journal-1456	128	1	systems	system	NOUN
american_scientific_journal-1456	128	2	that	that	PRON
american_scientific_journal-1456	128	3	require	require	VERB
american_scientific_journal-1456	128	4	real	real	ADJ
american_scientific_journal-1456	128	5	-	-	PUNCT
american_scientific_journal-1456	128	6	data	data	NOUN
american_scientific_journal-1456	128	7	processing	processing	NOUN
american_scientific_journal-1456	128	8	ca	can	AUX
american_scientific_journal-1456	128	9	n’t	not	PART
american_scientific_journal-1456	128	10	tolerate	tolerate	VERB
american_scientific_journal-1456	128	11	latency	latency	NOUN
american_scientific_journal-1456	128	12	since	since	SCONJ
american_scientific_journal-1456	128	13	they	they	PRON
american_scientific_journal-1456	128	14	have	have	VERB
american_scientific_journal-1456	128	15	to	to	PART
american_scientific_journal-1456	128	16	detect	detect	VERB
american_scientific_journal-1456	128	17	patterns	pattern	NOUN
american_scientific_journal-1456	128	18	and	and	CCONJ
american_scientific_journal-1456	128	19	attempt	attempt	VERB
american_scientific_journal-1456	128	20	to	to	PART
american_scientific_journal-1456	128	21	identify	identify	VERB
american_scientific_journal-1456	128	22	either	either	CCONJ
american_scientific_journal-1456	128	23	opportunities	opportunity	NOUN
american_scientific_journal-1456	128	24	or	or	CCONJ
american_scientific_journal-1456	128	25	threats	threat	NOUN
american_scientific_journal-1456	128	26	so	so	SCONJ
american_scientific_journal-1456	128	27	as	as	SCONJ
american_scientific_journal-1456	128	28	to	to	PART
american_scientific_journal-1456	128	29	take	take	VERB
american_scientific_journal-1456	128	30	immediate	immediate	ADJ
american_scientific_journal-1456	128	31	actions	action	NOUN
american_scientific_journal-1456	128	32	.	.	PUNCT
american_scientific_journal-1456	129	1	some	some	PRON
american_scientific_journal-1456	129	2	of	of	ADP
american_scientific_journal-1456	129	3	them	they	PRON
american_scientific_journal-1456	129	4	are	be	AUX
american_scientific_journal-1456	129	5	real	real	ADJ
american_scientific_journal-1456	129	6	-	-	PUNCT
american_scientific_journal-1456	129	7	time	time	NOUN
american_scientific_journal-1456	129	8	bidding	bidding	NOUN
american_scientific_journal-1456	129	9	system	system	NOUN
american_scientific_journal-1456	129	10	in	in	ADP
american_scientific_journal-1456	129	11	stock	stock	NOUN
american_scientific_journal-1456	129	12	market	market	NOUN
american_scientific_journal-1456	129	13	,	,	PUNCT
american_scientific_journal-1456	129	14	credit	credit	NOUN
american_scientific_journal-1456	129	15	(	(	PUNCT
american_scientific_journal-1456	129	16	debit	debit	NOUN
american_scientific_journal-1456	129	17	)	)	PUNCT
american_scientific_journal-1456	129	18	card	card	NOUN
american_scientific_journal-1456	129	19	fraud	fraud	NOUN
american_scientific_journal-1456	129	20	detection	detection	NOUN
american_scientific_journal-1456	129	21	system	system	NOUN
american_scientific_journal-1456	129	22	,	,	PUNCT
american_scientific_journal-1456	129	23	heart	heart	NOUN
american_scientific_journal-1456	129	24	rate	rate	NOUN
american_scientific_journal-1456	129	25	monitoring	monitoring	NOUN
american_scientific_journal-1456	129	26	system	system	NOUN
american_scientific_journal-1456	129	27	in	in	ADP
american_scientific_journal-1456	129	28	hospitals	hospital	NOUN
american_scientific_journal-1456	129	29	,	,	PUNCT
american_scientific_journal-1456	129	30	air	air	NOUN
american_scientific_journal-1456	129	31	craft	craft	NOUN
american_scientific_journal-1456	129	32	control	control	NOUN
american_scientific_journal-1456	129	33	system	system	NOUN
american_scientific_journal-1456	129	34	,	,	PUNCT
american_scientific_journal-1456	129	35	and	and	CCONJ
american_scientific_journal-1456	129	36	traffic	traffic	NOUN
american_scientific_journal-1456	129	37	light	light	NOUN
american_scientific_journal-1456	129	38	system	system	NOUN
american_scientific_journal-1456	129	39	[	[	X
american_scientific_journal-1456	129	40	20	20	NUM
american_scientific_journal-1456	129	41	]	]	PUNCT
american_scientific_journal-1456	129	42	.	.	PUNCT
american_scientific_journal-1456	130	1	on	on	ADP
american_scientific_journal-1456	130	2	the	the	DET
american_scientific_journal-1456	130	3	other	other	ADJ
american_scientific_journal-1456	130	4	hand	hand	NOUN
american_scientific_journal-1456	130	5	,	,	PUNCT
american_scientific_journal-1456	130	6	many	many	ADJ
american_scientific_journal-1456	130	7	business	business	NOUN
american_scientific_journal-1456	130	8	firms	firm	NOUN
american_scientific_journal-1456	130	9	can	can	AUX
american_scientific_journal-1456	130	10	handle	handle	VERB
american_scientific_journal-1456	130	11	analysis	analysis	NOUN
american_scientific_journal-1456	130	12	of	of	ADP
american_scientific_journal-1456	130	13	customers	customer	NOUN
american_scientific_journal-1456	130	14	’	'	PUNCT
american_scientific_journal-1456	130	15	tweets	tweet	NOUN
american_scientific_journal-1456	130	16	with	with	ADP
american_scientific_journal-1456	130	17	hive	hive	NOUN
american_scientific_journal-1456	130	18	at	at	ADV
american_scientific_journal-1456	130	19	least	least	ADV
american_scientific_journal-1456	130	20	239	239	NUM
american_scientific_journal-1456	130	21	american	american	ADJ
american_scientific_journal-1456	130	22	scientific	scientific	ADJ
american_scientific_journal-1456	130	23	research	research	NOUN
american_scientific_journal-1456	130	24	journal	journal	NOUN
american_scientific_journal-1456	130	25	for	for	ADP
american_scientific_journal-1456	130	26	engineering	engineering	NOUN
american_scientific_journal-1456	130	27	,	,	PUNCT
american_scientific_journal-1456	130	28	technology	technology	NOUN
american_scientific_journal-1456	130	29	,	,	PUNCT
american_scientific_journal-1456	130	30	and	and	CCONJ
american_scientific_journal-1456	130	31	sciences	science	NOUN
american_scientific_journal-1456	130	32	(	(	PUNCT
american_scientific_journal-1456	130	33	asrjets	asrjet	NOUN
american_scientific_journal-1456	130	34	)	)	PUNCT
american_scientific_journal-1456	130	35	(	(	PUNCT
american_scientific_journal-1456	130	36	2016	2016	NUM
american_scientific_journal-1456	130	37	)	)	PUNCT
american_scientific_journal-1456	130	38	volume	volume	NOUN
american_scientific_journal-1456	130	39	17	17	NUM
american_scientific_journal-1456	130	40	,	,	PUNCT
american_scientific_journal-1456	130	41	no	no	DET
american_scientific_journal-1456	130	42	1	1	NUM
american_scientific_journal-1456	130	43	,	,	PUNCT
american_scientific_journal-1456	130	44	pp	pp	ADV
american_scientific_journal-1456	130	45	234	234	NUM
american_scientific_journal-1456	130	46	-	-	SYM
american_scientific_journal-1456	130	47	244	244	NUM
american_scientific_journal-1456	130	48	every	every	DET
american_scientific_journal-1456	130	49	one	one	NUM
american_scientific_journal-1456	130	50	or	or	CCONJ
american_scientific_journal-1456	130	51	two	two	NUM
american_scientific_journal-1456	130	52	hours	hour	NOUN
american_scientific_journal-1456	130	53	while	while	SCONJ
american_scientific_journal-1456	130	54	this	this	DET
american_scientific_journal-1456	130	55	latency	latency	NOUN
american_scientific_journal-1456	130	56	is	be	AUX
american_scientific_journal-1456	130	57	not	not	PART
american_scientific_journal-1456	130	58	affecting	affect	VERB
american_scientific_journal-1456	130	59	their	their	PRON
american_scientific_journal-1456	130	60	business	business	NOUN
american_scientific_journal-1456	130	61	.	.	PUNCT
american_scientific_journal-1456	131	1	in	in	ADP
american_scientific_journal-1456	131	2	addition	addition	NOUN
american_scientific_journal-1456	131	3	,	,	PUNCT
american_scientific_journal-1456	131	4	hbase	hbase	NOUN
american_scientific_journal-1456	131	5	requires	require	VERB
american_scientific_journal-1456	131	6	writing	write	VERB
american_scientific_journal-1456	131	7	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	131	8	codes	code	NOUN
american_scientific_journal-1456	131	9	with	with	ADP
american_scientific_journal-1456	131	10	java	java	NOUN
american_scientific_journal-1456	131	11	which	which	PRON
american_scientific_journal-1456	131	12	is	be	AUX
american_scientific_journal-1456	131	13	not	not	PART
american_scientific_journal-1456	131	14	an	an	DET
american_scientific_journal-1456	131	15	issue	issue	NOUN
american_scientific_journal-1456	131	16	in	in	ADP
american_scientific_journal-1456	131	17	hive	hive	NOUN
american_scientific_journal-1456	131	18	[	[	X
american_scientific_journal-1456	131	19	21	21	NUM
american_scientific_journal-1456	131	20	]	]	PUNCT
american_scientific_journal-1456	131	21	.	.	PUNCT
american_scientific_journal-1456	132	1	3.2.4	3.2.4	NUM
american_scientific_journal-1456	132	2	.	.	PUNCT
american_scientific_journal-1456	132	3	spring	spring	NOUN
american_scientific_journal-1456	132	4	xd	xd	ADP
american_scientific_journal-1456	132	5	spring	spring	NOUN
american_scientific_journal-1456	132	6	xd	xd	INTJ
american_scientific_journal-1456	132	7	is	be	AUX
american_scientific_journal-1456	132	8	a	a	DET
american_scientific_journal-1456	132	9	unified	unified	ADJ
american_scientific_journal-1456	132	10	,	,	PUNCT
american_scientific_journal-1456	132	11	distributed	distribute	VERB
american_scientific_journal-1456	132	12	,	,	PUNCT
american_scientific_journal-1456	132	13	and	and	CCONJ
american_scientific_journal-1456	132	14	extensible	extensible	ADJ
american_scientific_journal-1456	132	15	assistance	assistance	NOUN
american_scientific_journal-1456	132	16	for	for	ADP
american_scientific_journal-1456	132	17	data	data	NOUN
american_scientific_journal-1456	132	18	ingestion	ingestion	NOUN
american_scientific_journal-1456	132	19	and	and	CCONJ
american_scientific_journal-1456	132	20	data	datum	NOUN
american_scientific_journal-1456	132	21	export	export	NOUN
american_scientific_journal-1456	132	22	.	.	PUNCT
american_scientific_journal-1456	133	1	it	it	PRON
american_scientific_journal-1456	133	2	offers	offer	VERB
american_scientific_journal-1456	133	3	high	high	ADJ
american_scientific_journal-1456	133	4	throughput	throughput	NOUN
american_scientific_journal-1456	133	5	data	datum	NOUN
american_scientific_journal-1456	133	6	ingestion	ingestion	NOUN
american_scientific_journal-1456	133	7	from	from	ADP
american_scientific_journal-1456	133	8	different	different	ADJ
american_scientific_journal-1456	133	9	input	input	NOUN
american_scientific_journal-1456	133	10	sources	source	NOUN
american_scientific_journal-1456	133	11	into	into	ADP
american_scientific_journal-1456	133	12	big	big	ADJ
american_scientific_journal-1456	133	13	data	datum	NOUN
american_scientific_journal-1456	133	14	store	store	NOUN
american_scientific_journal-1456	133	15	such	such	ADJ
american_scientific_journal-1456	133	16	as	as	ADP
american_scientific_journal-1456	133	17	hdfs	hdfs	NOUN
american_scientific_journal-1456	133	18	,	,	PUNCT
american_scientific_journal-1456	133	19	and	and	CCONJ
american_scientific_journal-1456	133	20	high	high	ADJ
american_scientific_journal-1456	133	21	throughput	throughput	NOUN
american_scientific_journal-1456	133	22	data	datum	NOUN
american_scientific_journal-1456	133	23	export	export	NOUN
american_scientific_journal-1456	133	24	from	from	ADP
american_scientific_journal-1456	133	25	hdfs	hdfs	PROPN
american_scientific_journal-1456	133	26	to	to	PART
american_scientific_journal-1456	133	27	hive	hive	VERB
american_scientific_journal-1456	133	28	or	or	CCONJ
american_scientific_journal-1456	133	29	hbase	hbase	NOUN
american_scientific_journal-1456	134	1	[	[	X
american_scientific_journal-1456	134	2	22	22	NUM
american_scientific_journal-1456	134	3	]	]	PUNCT
american_scientific_journal-1456	134	4	.	.	PUNCT
american_scientific_journal-1456	135	1	3.2.5	3.2.5	NUM
american_scientific_journal-1456	135	2	.	.	X
american_scientific_journal-1456	136	1	json	json	NOUN
american_scientific_journal-1456	136	2	serde	serde	NOUN
american_scientific_journal-1456	136	3	(	(	PUNCT
american_scientific_journal-1456	136	4	serializer	serializer	NOUN
american_scientific_journal-1456	136	5	/	/	SYM
american_scientific_journal-1456	136	6	deserializer	deserializer	NOUN
american_scientific_journal-1456	136	7	)	)	PUNCT
american_scientific_journal-1456	136	8	hive	hive	NOUN
american_scientific_journal-1456	136	9	uses	use	VERB
american_scientific_journal-1456	136	10	the	the	DET
american_scientific_journal-1456	136	11	serde	serde	ADJ
american_scientific_journal-1456	136	12	interface	interface	NOUN
american_scientific_journal-1456	136	13	for	for	ADP
american_scientific_journal-1456	136	14	input	input	NOUN
american_scientific_journal-1456	136	15	/	/	SYM
american_scientific_journal-1456	136	16	output	output	NOUN
american_scientific_journal-1456	136	17	.	.	PUNCT
american_scientific_journal-1456	137	1	the	the	DET
american_scientific_journal-1456	137	2	interface	interface	NOUN
american_scientific_journal-1456	137	3	manages	manage	VERB
american_scientific_journal-1456	137	4	both	both	DET
american_scientific_journal-1456	137	5	serialization	serialization	NOUN
american_scientific_journal-1456	137	6	and	and	CCONJ
american_scientific_journal-1456	137	7	de	de	NOUN
american_scientific_journal-1456	137	8	-	-	NOUN
american_scientific_journal-1456	137	9	serialization	serialization	NOUN
american_scientific_journal-1456	137	10	and	and	CCONJ
american_scientific_journal-1456	137	11	also	also	ADV
american_scientific_journal-1456	137	12	interpreting	interpret	VERB
american_scientific_journal-1456	137	13	the	the	DET
american_scientific_journal-1456	137	14	outputs	output	NOUN
american_scientific_journal-1456	137	15	of	of	ADP
american_scientific_journal-1456	137	16	serialization	serialization	NOUN
american_scientific_journal-1456	137	17	as	as	ADP
american_scientific_journal-1456	137	18	individual	individual	ADJ
american_scientific_journal-1456	137	19	fields	field	NOUN
american_scientific_journal-1456	137	20	for	for	ADP
american_scientific_journal-1456	137	21	processing	processing	NOUN
american_scientific_journal-1456	137	22	.	.	PUNCT
american_scientific_journal-1456	138	1	json	json	NOUN
american_scientific_journal-1456	138	2	serde	serde	NOUN
american_scientific_journal-1456	138	3	enables	enable	VERB
american_scientific_journal-1456	138	4	hive	hive	VERB
american_scientific_journal-1456	138	5	to	to	PART
american_scientific_journal-1456	138	6	read	read	VERB
american_scientific_journal-1456	138	7	from	from	ADP
american_scientific_journal-1456	138	8	and	and	CCONJ
american_scientific_journal-1456	138	9	write	write	VERB
american_scientific_journal-1456	138	10	in	in	ADP
american_scientific_journal-1456	138	11	to	to	ADP
american_scientific_journal-1456	138	12	hdfs	hdfs	VERB
american_scientific_journal-1456	138	13	in	in	ADP
american_scientific_journal-1456	138	14	json	json	NOUN
american_scientific_journal-1456	138	15	format	format	NOUN
american_scientific_journal-1456	138	16	[	[	X
american_scientific_journal-1456	138	17	23	23	NUM
american_scientific_journal-1456	138	18	]	]	PUNCT
american_scientific_journal-1456	138	19	.	.	PUNCT
american_scientific_journal-1456	139	1	3.3	3.3	NUM
american_scientific_journal-1456	139	2	.	.	PUNCT
american_scientific_journal-1456	139	3	user	user	NOUN
american_scientific_journal-1456	139	4	access	access	NOUN
american_scientific_journal-1456	139	5	layer	layer	NOUN
american_scientific_journal-1456	139	6	this	this	DET
american_scientific_journal-1456	139	7	layer	layer	NOUN
american_scientific_journal-1456	139	8	provides	provide	VERB
american_scientific_journal-1456	139	9	access	access	NOUN
american_scientific_journal-1456	139	10	to	to	ADP
american_scientific_journal-1456	139	11	processed	process	VERB
american_scientific_journal-1456	139	12	data	datum	NOUN
american_scientific_journal-1456	139	13	and	and	CCONJ
american_scientific_journal-1456	139	14	used	use	VERB
american_scientific_journal-1456	139	15	to	to	PART
american_scientific_journal-1456	139	16	manage	manage	VERB
american_scientific_journal-1456	139	17	analysis	analysis	NOUN
american_scientific_journal-1456	139	18	and	and	CCONJ
american_scientific_journal-1456	139	19	report	report	NOUN
american_scientific_journal-1456	139	20	requests	request	NOUN
american_scientific_journal-1456	139	21	.	.	PUNCT
american_scientific_journal-1456	140	1	it	it	PRON
american_scientific_journal-1456	140	2	involves	involve	VERB
american_scientific_journal-1456	140	3	microsoft	microsoft	PROPN
american_scientific_journal-1456	140	4	excel	excel	PROPN
american_scientific_journal-1456	140	5	and	and	CCONJ
american_scientific_journal-1456	140	6	web	web	NOUN
american_scientific_journal-1456	140	7	browsers	browser	NOUN
american_scientific_journal-1456	140	8	as	as	ADP
american_scientific_journal-1456	140	9	front	front	ADJ
american_scientific_journal-1456	140	10	end	end	NOUN
american_scientific_journal-1456	140	11	application	application	NOUN
american_scientific_journal-1456	140	12	tools	tool	NOUN
american_scientific_journal-1456	140	13	.	.	PUNCT
american_scientific_journal-1456	141	1	it	it	PRON
american_scientific_journal-1456	141	2	also	also	ADV
american_scientific_journal-1456	141	3	incorporates	incorporate	VERB
american_scientific_journal-1456	141	4	open	open	ADJ
american_scientific_journal-1456	141	5	database	database	NOUN
american_scientific_journal-1456	141	6	connectivity	connectivity	NOUN
american_scientific_journal-1456	141	7	(	(	PUNCT
american_scientific_journal-1456	141	8	odbc	odbc	NOUN
american_scientific_journal-1456	141	9	)	)	PUNCT
american_scientific_journal-1456	141	10	and	and	CCONJ
american_scientific_journal-1456	141	11	hue	hue	NOUN
american_scientific_journal-1456	141	12	web	web	NOUN
american_scientific_journal-1456	141	13	server	server	NOUN
american_scientific_journal-1456	141	14	to	to	PART
american_scientific_journal-1456	141	15	create	create	VERB
american_scientific_journal-1456	141	16	connection	connection	NOUN
american_scientific_journal-1456	141	17	between	between	ADP
american_scientific_journal-1456	141	18	front	front	ADJ
american_scientific_journal-1456	141	19	end	end	NOUN
american_scientific_journal-1456	141	20	applications	application	NOUN
american_scientific_journal-1456	141	21	and	and	CCONJ
american_scientific_journal-1456	141	22	hive	hive	NOUN
american_scientific_journal-1456	141	23	.	.	PUNCT
american_scientific_journal-1456	142	1	4	4	X
american_scientific_journal-1456	142	2	.	.	NOUN
american_scientific_journal-1456	142	3	results	result	NOUN
american_scientific_journal-1456	142	4	and	and	CCONJ
american_scientific_journal-1456	142	5	discussion	discussion	VERB
american_scientific_journal-1456	142	6	the	the	DET
american_scientific_journal-1456	142	7	validity	validity	NOUN
american_scientific_journal-1456	142	8	of	of	ADP
american_scientific_journal-1456	142	9	the	the	DET
american_scientific_journal-1456	142	10	architecture	architecture	NOUN
american_scientific_journal-1456	142	11	is	be	AUX
american_scientific_journal-1456	142	12	warranted	warrant	VERB
american_scientific_journal-1456	142	13	through	through	ADP
american_scientific_journal-1456	142	14	the	the	DET
american_scientific_journal-1456	142	15	development	development	NOUN
american_scientific_journal-1456	142	16	of	of	ADP
american_scientific_journal-1456	142	17	a	a	DET
american_scientific_journal-1456	142	18	prototype	prototype	NOUN
american_scientific_journal-1456	142	19	.	.	PUNCT
american_scientific_journal-1456	143	1	the	the	DET
american_scientific_journal-1456	143	2	prototype	prototype	NOUN
american_scientific_journal-1456	143	3	has	have	AUX
american_scientific_journal-1456	143	4	been	be	AUX
american_scientific_journal-1456	143	5	done	do	VERB
american_scientific_journal-1456	143	6	in	in	ADP
american_scientific_journal-1456	143	7	a	a	DET
american_scientific_journal-1456	143	8	two	two	NUM
american_scientific_journal-1456	143	9	node	node	NOUN
american_scientific_journal-1456	143	10	cluster	cluster	NOUN
american_scientific_journal-1456	143	11	environment	environment	NOUN
american_scientific_journal-1456	143	12	in	in	ADP
american_scientific_journal-1456	143	13	master	master	NOUN
american_scientific_journal-1456	143	14	slave	slave	NOUN
american_scientific_journal-1456	143	15	architecture	architecture	NOUN
american_scientific_journal-1456	143	16	.	.	PUNCT
american_scientific_journal-1456	144	1	the	the	DET
american_scientific_journal-1456	144	2	cluster	cluster	NOUN
american_scientific_journal-1456	144	3	is	be	AUX
american_scientific_journal-1456	144	4	running	run	VERB
american_scientific_journal-1456	144	5	hadoop	hadoop	NOUN
american_scientific_journal-1456	144	6	,	,	PUNCT
american_scientific_journal-1456	144	7	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	144	8	,	,	PUNCT
american_scientific_journal-1456	144	9	hdfs	hdfs	NOUN
american_scientific_journal-1456	144	10	,	,	PUNCT
american_scientific_journal-1456	144	11	and	and	CCONJ
american_scientific_journal-1456	144	12	hive	hive	NOUN
american_scientific_journal-1456	144	13	.	.	PUNCT
american_scientific_journal-1456	145	1	breen	breen	PROPN
american_scientific_journal-1456	145	2	’s	’s	PART
american_scientific_journal-1456	145	3	algorithm	algorithm	PROPN
american_scientific_journal-1456	145	4	has	have	AUX
american_scientific_journal-1456	145	5	been	be	AUX
american_scientific_journal-1456	145	6	used	use	VERB
american_scientific_journal-1456	145	7	in	in	ADP
american_scientific_journal-1456	145	8	performing	perform	VERB
american_scientific_journal-1456	145	9	sentiment	sentiment	NOUN
american_scientific_journal-1456	145	10	analysis	analysis	NOUN
american_scientific_journal-1456	145	11	in	in	ADP
american_scientific_journal-1456	145	12	our	our	PRON
american_scientific_journal-1456	145	13	research	research	NOUN
american_scientific_journal-1456	145	14	.	.	PUNCT
american_scientific_journal-1456	146	1	the	the	DET
american_scientific_journal-1456	146	2	general	general	ADJ
american_scientific_journal-1456	146	3	idea	idea	NOUN
american_scientific_journal-1456	146	4	is	be	AUX
american_scientific_journal-1456	146	5	to	to	PART
american_scientific_journal-1456	146	6	calculate	calculate	VERB
american_scientific_journal-1456	146	7	a	a	DET
american_scientific_journal-1456	146	8	sentiment	sentiment	NOUN
american_scientific_journal-1456	146	9	score	score	NOUN
american_scientific_journal-1456	146	10	for	for	ADP
american_scientific_journal-1456	146	11	each	each	DET
american_scientific_journal-1456	146	12	tweet	tweet	NOUN
american_scientific_journal-1456	146	13	that	that	PRON
american_scientific_journal-1456	146	14	we	we	PRON
american_scientific_journal-1456	146	15	can	can	AUX
american_scientific_journal-1456	146	16	know	know	VERB
american_scientific_journal-1456	146	17	how	how	SCONJ
american_scientific_journal-1456	146	18	positive	positive	ADJ
american_scientific_journal-1456	146	19	or	or	CCONJ
american_scientific_journal-1456	146	20	negative	negative	ADJ
american_scientific_journal-1456	146	21	is	be	AUX
american_scientific_journal-1456	146	22	the	the	DET
american_scientific_journal-1456	146	23	posted	post	VERB
american_scientific_journal-1456	146	24	message	message	NOUN
american_scientific_journal-1456	146	25	.	.	PUNCT
american_scientific_journal-1456	147	1	there	there	PRON
american_scientific_journal-1456	147	2	are	be	VERB
american_scientific_journal-1456	147	3	different	different	ADJ
american_scientific_journal-1456	147	4	ways	way	NOUN
american_scientific_journal-1456	147	5	to	to	PART
american_scientific_journal-1456	147	6	calculate	calculate	VERB
american_scientific_journal-1456	147	7	such	such	ADJ
american_scientific_journal-1456	147	8	scores	score	NOUN
american_scientific_journal-1456	147	9	.	.	PUNCT
american_scientific_journal-1456	148	1	we	we	PRON
american_scientific_journal-1456	148	2	have	have	AUX
american_scientific_journal-1456	148	3	used	use	VERB
american_scientific_journal-1456	148	4	a	a	DET
american_scientific_journal-1456	148	5	very	very	ADV
american_scientific_journal-1456	148	6	simple	simple	ADJ
american_scientific_journal-1456	148	7	yet	yet	CCONJ
american_scientific_journal-1456	148	8	useful	useful	ADJ
american_scientific_journal-1456	148	9	approach	approach	NOUN
american_scientific_journal-1456	148	10	[	[	X
american_scientific_journal-1456	148	11	24	24	NUM
american_scientific_journal-1456	148	12	]	]	PUNCT
american_scientific_journal-1456	148	13	.	.	PUNCT
american_scientific_journal-1456	149	1	sentiment	sentiment	NOUN
american_scientific_journal-1456	149	2	score	score	NOUN
american_scientific_journal-1456	149	3	=	=	NOUN
american_scientific_journal-1456	149	4	sum	sum	NOUN
american_scientific_journal-1456	149	5	of	of	ADP
american_scientific_journal-1456	149	6	sentiment	sentiment	NOUN
american_scientific_journal-1456	149	7	scores	score	NOUN
american_scientific_journal-1456	149	8	of	of	ADP
american_scientific_journal-1456	149	9	words	word	NOUN
american_scientific_journal-1456	149	10	in	in	ADP
american_scientific_journal-1456	149	11	a	a	DET
american_scientific_journal-1456	149	12	tweet	tweet	NOUN
american_scientific_journal-1456	149	13	score	score	NOUN
american_scientific_journal-1456	149	14	of	of	ADP
american_scientific_journal-1456	149	15	positive	positive	ADJ
american_scientific_journal-1456	149	16	words	word	NOUN
american_scientific_journal-1456	149	17	is	be	AUX
american_scientific_journal-1456	149	18	considered	consider	VERB
american_scientific_journal-1456	149	19	to	to	PART
american_scientific_journal-1456	149	20	be	be	AUX
american_scientific_journal-1456	149	21	1	1	NUM
american_scientific_journal-1456	149	22	,	,	PUNCT
american_scientific_journal-1456	149	23	score	score	NOUN
american_scientific_journal-1456	149	24	of	of	ADP
american_scientific_journal-1456	149	25	negative	negative	ADJ
american_scientific_journal-1456	149	26	words	word	NOUN
american_scientific_journal-1456	149	27	is	be	AUX
american_scientific_journal-1456	149	28	considered	consider	VERB
american_scientific_journal-1456	149	29	to	to	PART
american_scientific_journal-1456	149	30	be	be	AUX
american_scientific_journal-1456	149	31	-1	-1	ADJ
american_scientific_journal-1456	149	32	,	,	PUNCT
american_scientific_journal-1456	149	33	and	and	CCONJ
american_scientific_journal-1456	149	34	score	score	NOUN
american_scientific_journal-1456	149	35	of	of	ADP
american_scientific_journal-1456	149	36	neutral	neutral	ADJ
american_scientific_journal-1456	149	37	words	word	NOUN
american_scientific_journal-1456	149	38	is	be	AUX
american_scientific_journal-1456	149	39	considered	consider	VERB
american_scientific_journal-1456	149	40	to	to	PART
american_scientific_journal-1456	149	41	be	be	AUX
american_scientific_journal-1456	149	42	0	0	NUM
american_scientific_journal-1456	149	43	.	.	PUNCT
american_scientific_journal-1456	150	1	then	then	ADV
american_scientific_journal-1456	150	2	the	the	DET
american_scientific_journal-1456	150	3	total	total	ADJ
american_scientific_journal-1456	150	4	score	score	NOUN
american_scientific_journal-1456	150	5	for	for	ADP
american_scientific_journal-1456	150	6	a	a	DET
american_scientific_journal-1456	150	7	tweet	tweet	NOUN
american_scientific_journal-1456	150	8	is	be	AUX
american_scientific_journal-1456	150	9	calculated	calculate	VERB
american_scientific_journal-1456	150	10	by	by	ADP
american_scientific_journal-1456	150	11	adding	add	VERB
american_scientific_journal-1456	150	12	sentiment	sentiment	NOUN
american_scientific_journal-1456	150	13	scores	score	NOUN
american_scientific_journal-1456	150	14	of	of	ADP
american_scientific_journal-1456	150	15	words	word	NOUN
american_scientific_journal-1456	150	16	in	in	ADP
american_scientific_journal-1456	150	17	a	a	DET
american_scientific_journal-1456	150	18	tweet	tweet	NOUN
american_scientific_journal-1456	150	19	.	.	PUNCT
american_scientific_journal-1456	151	1	if	if	SCONJ
american_scientific_journal-1456	151	2	score	score	NOUN
american_scientific_journal-1456	151	3	is	be	AUX
american_scientific_journal-1456	151	4	greater	great	ADJ
american_scientific_journal-1456	151	5	than	than	ADP
american_scientific_journal-1456	151	6	0	0	NUM
american_scientific_journal-1456	151	7	,	,	PUNCT
american_scientific_journal-1456	151	8	this	this	PRON
american_scientific_journal-1456	151	9	means	mean	VERB
american_scientific_journal-1456	151	10	that	that	SCONJ
american_scientific_journal-1456	151	11	the	the	DET
american_scientific_journal-1456	151	12	sentence	sentence	NOUN
american_scientific_journal-1456	151	13	has	have	VERB
american_scientific_journal-1456	151	14	an	an	DET
american_scientific_journal-1456	151	15	overall	overall	ADJ
american_scientific_journal-1456	151	16	'	'	PUNCT
american_scientific_journal-1456	151	17	positive	positive	ADJ
american_scientific_journal-1456	151	18	opinion	opinion	NOUN
american_scientific_journal-1456	151	19	'	'	PUNCT
american_scientific_journal-1456	151	20	.	.	PUNCT
american_scientific_journal-1456	152	1	if	if	SCONJ
american_scientific_journal-1456	152	2	score	score	NOUN
american_scientific_journal-1456	152	3	less	less	ADJ
american_scientific_journal-1456	152	4	than	than	ADP
american_scientific_journal-1456	152	5	0	0	NUM
american_scientific_journal-1456	152	6	,	,	PUNCT
american_scientific_journal-1456	152	7	this	this	PRON
american_scientific_journal-1456	152	8	means	mean	VERB
american_scientific_journal-1456	152	9	that	that	SCONJ
american_scientific_journal-1456	152	10	the	the	DET
american_scientific_journal-1456	152	11	sentence	sentence	NOUN
american_scientific_journal-1456	152	12	has	have	VERB
american_scientific_journal-1456	152	13	an	an	DET
american_scientific_journal-1456	152	14	overall	overall	ADJ
american_scientific_journal-1456	152	15	'	'	PUNCT
american_scientific_journal-1456	152	16	negative	negative	ADJ
american_scientific_journal-1456	152	17	opinion	opinion	NOUN
american_scientific_journal-1456	152	18	'	'	PUNCT
american_scientific_journal-1456	152	19	.	.	PUNCT
american_scientific_journal-1456	153	1	and	and	CCONJ
american_scientific_journal-1456	153	2	if	if	SCONJ
american_scientific_journal-1456	153	3	score	score	NOUN
american_scientific_journal-1456	153	4	is	be	AUX
american_scientific_journal-1456	153	5	equal	equal	ADJ
american_scientific_journal-1456	153	6	to	to	ADP
american_scientific_journal-1456	153	7	0	0	NUM
american_scientific_journal-1456	153	8	,	,	PUNCT
american_scientific_journal-1456	153	9	then	then	ADV
american_scientific_journal-1456	153	10	the	the	DET
american_scientific_journal-1456	153	11	sentence	sentence	NOUN
american_scientific_journal-1456	153	12	is	be	AUX
american_scientific_journal-1456	153	13	considered	consider	VERB
american_scientific_journal-1456	153	14	to	to	PART
american_scientific_journal-1456	153	15	be	be	AUX
american_scientific_journal-1456	153	16	a	a	DET
american_scientific_journal-1456	153	17	'	'	PUNCT
american_scientific_journal-1456	153	18	neutral	neutral	ADJ
american_scientific_journal-1456	153	19	opinion	opinion	NOUN
american_scientific_journal-1456	153	20	'	'	PUNCT
american_scientific_journal-1456	154	1	[	[	X
american_scientific_journal-1456	154	2	24	24	NUM
american_scientific_journal-1456	154	3	]	]	PUNCT
american_scientific_journal-1456	154	4	.	.	PUNCT
american_scientific_journal-1456	155	1	subsequently	subsequently	ADV
american_scientific_journal-1456	155	2	sentiment	sentiment	VERB
american_scientific_journal-1456	155	3	dictionary	dictionary	NOUN
american_scientific_journal-1456	155	4	and	and	CCONJ
american_scientific_journal-1456	155	5	time	time	NOUN
american_scientific_journal-1456	155	6	-	-	PUNCT
american_scientific_journal-1456	155	7	zone	zone	NOUN
american_scientific_journal-1456	155	8	-	-	PUNCT
american_scientific_journal-1456	155	9	map	map	NOUN
american_scientific_journal-1456	155	10	files	file	NOUN
american_scientific_journal-1456	155	11	have	have	AUX
american_scientific_journal-1456	155	12	been	be	AUX
american_scientific_journal-1456	155	13	downloaded	download	VERB
american_scientific_journal-1456	155	14	[	[	PUNCT
american_scientific_journal-1456	155	15	25	25	NUM
american_scientific_journal-1456	155	16	]	]	PUNCT
american_scientific_journal-1456	155	17	and	and	CCONJ
american_scientific_journal-1456	155	18	stored	store	VERB
american_scientific_journal-1456	155	19	together	together	ADV
american_scientific_journal-1456	155	20	with	with	ADP
american_scientific_journal-1456	155	21	the	the	DET
american_scientific_journal-1456	155	22	raw	raw	ADJ
american_scientific_journal-1456	155	23	sentiment	sentiment	NOUN
american_scientific_journal-1456	155	24	data	datum	NOUN
american_scientific_journal-1456	155	25	.	.	PUNCT
american_scientific_journal-1456	156	1	then	then	ADV
american_scientific_journal-1456	156	2	,	,	PUNCT
american_scientific_journal-1456	156	3	a	a	DET
american_scientific_journal-1456	156	4	hive	hive	NOUN
american_scientific_journal-1456	156	5	script	script	NOUN
american_scientific_journal-1456	156	6	that	that	PRON
american_scientific_journal-1456	156	7	can	can	AUX
american_scientific_journal-1456	156	8	refine	refine	VERB
american_scientific_journal-1456	156	9	,	,	PUNCT
american_scientific_journal-1456	156	10	transform	transform	VERB
american_scientific_journal-1456	156	11	,	,	PUNCT
american_scientific_journal-1456	156	12	and	and	CCONJ
american_scientific_journal-1456	156	13	analyze	analyze	VERB
american_scientific_journal-1456	156	14	the	the	DET
american_scientific_journal-1456	156	15	raw	raw	ADJ
american_scientific_journal-1456	156	16	sentiment	sentiment	NOUN
american_scientific_journal-1456	156	17	data	datum	NOUN
american_scientific_journal-1456	156	18	has	have	AUX
american_scientific_journal-1456	156	19	been	be	AUX
american_scientific_journal-1456	156	20	written	write	VERB
american_scientific_journal-1456	156	21	in	in	ADP
american_scientific_journal-1456	156	22	hiveql	hiveql	PROPN
american_scientific_journal-1456	156	23	(	(	PUNCT
american_scientific_journal-1456	156	24	hive	hive	VERB
american_scientific_journal-1456	156	25	query	query	NOUN
american_scientific_journal-1456	156	26	language	language	NOUN
american_scientific_journal-1456	156	27	)	)	PUNCT
american_scientific_journal-1456	156	28	.	.	PUNCT
american_scientific_journal-1456	157	1	this	this	DET
american_scientific_journal-1456	157	2	script	script	NOUN
american_scientific_journal-1456	157	3	should	should	AUX
american_scientific_journal-1456	157	4	be	be	AUX
american_scientific_journal-1456	157	5	executed	execute	VERB
american_scientific_journal-1456	157	6	to	to	PART
american_scientific_journal-1456	157	7	clean	clean	VERB
american_scientific_journal-1456	157	8	the	the	DET
american_scientific_journal-1456	157	9	raw	raw	ADJ
american_scientific_journal-1456	157	10	data	datum	NOUN
american_scientific_journal-1456	157	11	,	,	PUNCT
american_scientific_journal-1456	157	12	transform	transform	VERB
american_scientific_journal-1456	157	13	to	to	ADP
american_scientific_journal-1456	157	14	structured	structured	ADJ
american_scientific_journal-1456	157	15	data	datum	NOUN
american_scientific_journal-1456	157	16	and	and	CCONJ
american_scientific_journal-1456	157	17	compute	compute	ADJ
american_scientific_journal-1456	157	18	sentiment	sentiment	NOUN
american_scientific_journal-1456	157	19	score	score	NOUN
american_scientific_journal-1456	157	20	for	for	ADP
american_scientific_journal-1456	157	21	each	each	DET
american_scientific_journal-1456	157	22	tweet	tweet	NOUN
american_scientific_journal-1456	157	23	as	as	SCONJ
american_scientific_journal-1456	157	24	shown	show	VERB
american_scientific_journal-1456	157	25	in	in	ADP
american_scientific_journal-1456	157	26	figure	figure	NOUN
american_scientific_journal-1456	157	27	2	2	NUM
american_scientific_journal-1456	157	28	.	.	NOUN
american_scientific_journal-1456	157	29	240	240	NUM
american_scientific_journal-1456	157	30	american	american	ADJ
american_scientific_journal-1456	157	31	scientific	scientific	ADJ
american_scientific_journal-1456	157	32	research	research	NOUN
american_scientific_journal-1456	157	33	journal	journal	NOUN
american_scientific_journal-1456	157	34	for	for	ADP
american_scientific_journal-1456	157	35	engineering	engineering	NOUN
american_scientific_journal-1456	157	36	,	,	PUNCT
american_scientific_journal-1456	157	37	technology	technology	NOUN
american_scientific_journal-1456	157	38	,	,	PUNCT
american_scientific_journal-1456	157	39	and	and	CCONJ
american_scientific_journal-1456	157	40	sciences	science	NOUN
american_scientific_journal-1456	157	41	(	(	PUNCT
american_scientific_journal-1456	157	42	asrjets	asrjet	NOUN
american_scientific_journal-1456	157	43	)	)	PUNCT
american_scientific_journal-1456	157	44	(	(	PUNCT
american_scientific_journal-1456	157	45	2016	2016	NUM
american_scientific_journal-1456	157	46	)	)	PUNCT
american_scientific_journal-1456	157	47	volume	volume	NOUN
american_scientific_journal-1456	157	48	17	17	NUM
american_scientific_journal-1456	157	49	,	,	PUNCT
american_scientific_journal-1456	157	50	no	no	DET
american_scientific_journal-1456	157	51	1	1	NUM
american_scientific_journal-1456	157	52	,	,	PUNCT
american_scientific_journal-1456	157	53	pp	pp	ADV
american_scientific_journal-1456	157	54	234	234	NUM
american_scientific_journal-1456	157	55	-	-	SYM
american_scientific_journal-1456	157	56	244	244	NUM
american_scientific_journal-1456	157	57	figure	figure	NOUN
american_scientific_journal-1456	157	58	2	2	NUM
american_scientific_journal-1456	157	59	:	:	PUNCT
american_scientific_journal-1456	157	60	executing	execute	VERB
american_scientific_journal-1456	157	61	hive	hive	ADJ
american_scientific_journal-1456	157	62	query	query	NOUN
american_scientific_journal-1456	157	63	as	as	SCONJ
american_scientific_journal-1456	157	64	it	it	PRON
american_scientific_journal-1456	157	65	can	can	AUX
american_scientific_journal-1456	157	66	be	be	AUX
american_scientific_journal-1456	157	67	shown	show	VERB
american_scientific_journal-1456	157	68	in	in	ADP
american_scientific_journal-1456	157	69	figure	figure	NOUN
american_scientific_journal-1456	157	70	3	3	NUM
american_scientific_journal-1456	157	71	below	below	ADV
american_scientific_journal-1456	157	72	,	,	PUNCT
american_scientific_journal-1456	157	73	with	with	ADP
american_scientific_journal-1456	157	74	our	our	PRON
american_scientific_journal-1456	157	75	sample	sample	NOUN
american_scientific_journal-1456	157	76	data	datum	NOUN
american_scientific_journal-1456	157	77	,	,	PUNCT
american_scientific_journal-1456	157	78	the	the	DET
american_scientific_journal-1456	157	79	result	result	NOUN
american_scientific_journal-1456	157	80	shows	show	VERB
american_scientific_journal-1456	157	81	that	that	SCONJ
american_scientific_journal-1456	157	82	17.86	17.86	NUM
american_scientific_journal-1456	157	83	percent	percent	NOUN
american_scientific_journal-1456	157	84	of	of	ADP
american_scientific_journal-1456	157	85	the	the	DET
american_scientific_journal-1456	157	86	tweets	tweet	NOUN
american_scientific_journal-1456	157	87	have	have	VERB
american_scientific_journal-1456	157	88	positive	positive	ADJ
american_scientific_journal-1456	157	89	opinion	opinion	NOUN
american_scientific_journal-1456	157	90	,	,	PUNCT
american_scientific_journal-1456	157	91	78.57	78.57	NUM
american_scientific_journal-1456	157	92	percent	percent	NOUN
american_scientific_journal-1456	157	93	of	of	ADP
american_scientific_journal-1456	157	94	the	the	DET
american_scientific_journal-1456	157	95	tweets	tweet	NOUN
american_scientific_journal-1456	157	96	have	have	VERB
american_scientific_journal-1456	157	97	neutral	neutral	ADJ
american_scientific_journal-1456	157	98	opinions	opinion	NOUN
american_scientific_journal-1456	157	99	,	,	PUNCT
american_scientific_journal-1456	157	100	and	and	CCONJ
american_scientific_journal-1456	157	101	3.57	3.57	NUM
american_scientific_journal-1456	157	102	percent	percent	NOUN
american_scientific_journal-1456	157	103	of	of	ADP
american_scientific_journal-1456	157	104	the	the	DET
american_scientific_journal-1456	157	105	tweets	tweet	NOUN
american_scientific_journal-1456	157	106	have	have	VERB
american_scientific_journal-1456	157	107	negative	negative	ADJ
american_scientific_journal-1456	157	108	opinions	opinion	NOUN
american_scientific_journal-1456	157	109	about	about	ADP
american_scientific_journal-1456	157	110	samsung	samsung	PROPN
american_scientific_journal-1456	157	111	galaxy	galaxy	PROPN
american_scientific_journal-1456	157	112	s6	s6	PROPN
american_scientific_journal-1456	157	113	mobile	mobile	PROPN
american_scientific_journal-1456	157	114	.	.	PUNCT
american_scientific_journal-1456	158	1	therefore	therefore	ADV
american_scientific_journal-1456	158	2	,	,	PUNCT
american_scientific_journal-1456	158	3	business	business	NOUN
american_scientific_journal-1456	158	4	analysts	analyst	NOUN
american_scientific_journal-1456	158	5	of	of	ADP
american_scientific_journal-1456	158	6	samsung	samsung	PROPN
american_scientific_journal-1456	158	7	company	company	PROPN
american_scientific_journal-1456	158	8	can	can	AUX
american_scientific_journal-1456	158	9	suggest	suggest	VERB
american_scientific_journal-1456	158	10	possible	possible	ADJ
american_scientific_journal-1456	158	11	actions	action	NOUN
american_scientific_journal-1456	158	12	to	to	ADP
american_scientific_journal-1456	158	13	the	the	DET
american_scientific_journal-1456	158	14	responsible	responsible	ADJ
american_scientific_journal-1456	158	15	department	department	NOUN
american_scientific_journal-1456	158	16	so	so	SCONJ
american_scientific_journal-1456	158	17	as	as	SCONJ
american_scientific_journal-1456	158	18	to	to	PART
american_scientific_journal-1456	158	19	respond	respond	VERB
american_scientific_journal-1456	158	20	to	to	ADP
american_scientific_journal-1456	158	21	the	the	DET
american_scientific_journal-1456	158	22	customers	customer	NOUN
american_scientific_journal-1456	158	23	’	'	PUNCT
american_scientific_journal-1456	158	24	needs	need	NOUN
american_scientific_journal-1456	158	25	in	in	ADP
american_scientific_journal-1456	158	26	appropriate	appropriate	ADJ
american_scientific_journal-1456	158	27	way	way	NOUN
american_scientific_journal-1456	158	28	.	.	PUNCT
american_scientific_journal-1456	159	1	it	it	PRON
american_scientific_journal-1456	159	2	is	be	AUX
american_scientific_journal-1456	159	3	also	also	ADV
american_scientific_journal-1456	159	4	possible	possible	ADJ
american_scientific_journal-1456	159	5	to	to	PART
american_scientific_journal-1456	159	6	make	make	VERB
american_scientific_journal-1456	159	7	sentiment	sentiment	NOUN
american_scientific_journal-1456	159	8	analysis	analysis	NOUN
american_scientific_journal-1456	159	9	of	of	ADP
american_scientific_journal-1456	159	10	public	public	ADJ
american_scientific_journal-1456	159	11	tweets	tweet	NOUN
american_scientific_journal-1456	159	12	for	for	ADP
american_scientific_journal-1456	159	13	other	other	ADJ
american_scientific_journal-1456	159	14	similar	similar	ADJ
american_scientific_journal-1456	159	15	products	product	NOUN
american_scientific_journal-1456	159	16	in	in	ADP
american_scientific_journal-1456	159	17	competitor	competitor	NOUN
american_scientific_journal-1456	159	18	companies	company	NOUN
american_scientific_journal-1456	159	19	.	.	PUNCT
american_scientific_journal-1456	160	1	this	this	DET
american_scientific_journal-1456	160	2	comparison	comparison	NOUN
american_scientific_journal-1456	160	3	will	will	AUX
american_scientific_journal-1456	160	4	provide	provide	VERB
american_scientific_journal-1456	160	5	the	the	DET
american_scientific_journal-1456	160	6	status	status	NOUN
american_scientific_journal-1456	160	7	of	of	ADP
american_scientific_journal-1456	160	8	samsung	samsung	PROPN
american_scientific_journal-1456	160	9	galaxy	galaxy	PROPN
american_scientific_journal-1456	160	10	s6	s6	PROPN
american_scientific_journal-1456	160	11	mobile	mobile	NOUN
american_scientific_journal-1456	160	12	in	in	ADP
american_scientific_journal-1456	160	13	the	the	DET
american_scientific_journal-1456	160	14	eyes	eye	NOUN
american_scientific_journal-1456	160	15	of	of	ADP
american_scientific_journal-1456	160	16	customers	customer	NOUN
american_scientific_journal-1456	160	17	among	among	ADP
american_scientific_journal-1456	160	18	other	other	ADJ
american_scientific_journal-1456	160	19	products	product	NOUN
american_scientific_journal-1456	160	20	like	like	ADP
american_scientific_journal-1456	160	21	iphone	iphone	NOUN
american_scientific_journal-1456	160	22	and	and	CCONJ
american_scientific_journal-1456	160	23	huawei	huawei	PROPN
american_scientific_journal-1456	160	24	smart	smart	ADJ
american_scientific_journal-1456	160	25	phones	phone	NOUN
american_scientific_journal-1456	160	26	.	.	PUNCT
american_scientific_journal-1456	161	1	figure	figure	VERB
american_scientific_journal-1456	161	2	3	3	NUM
american_scientific_journal-1456	161	3	:	:	PUNCT
american_scientific_journal-1456	161	4	sentiment	sentiment	NOUN
american_scientific_journal-1456	161	5	summary	summary	NOUN
american_scientific_journal-1456	161	6	17.86	17.86	NUM
american_scientific_journal-1456	161	7	%	%	NOUN
american_scientific_journal-1456	161	8	78.57	78.57	NUM
american_scientific_journal-1456	161	9	%	%	NOUN
american_scientific_journal-1456	161	10	3.57	3.57	NUM
american_scientific_journal-1456	161	11	%	%	NOUN
american_scientific_journal-1456	161	12	percent	percent	NOUN
american_scientific_journal-1456	161	13	positive	positive	ADJ
american_scientific_journal-1456	161	14	neutral	neutral	ADJ
american_scientific_journal-1456	161	15	negative	negative	ADJ
american_scientific_journal-1456	161	16	241	241	NUM
american_scientific_journal-1456	161	17	american	american	PROPN
american_scientific_journal-1456	161	18	scientific	scientific	PROPN
american_scientific_journal-1456	161	19	research	research	PROPN
american_scientific_journal-1456	161	20	journal	journal	NOUN
american_scientific_journal-1456	161	21	for	for	ADP
american_scientific_journal-1456	161	22	engineering	engineering	NOUN
american_scientific_journal-1456	161	23	,	,	PUNCT
american_scientific_journal-1456	161	24	technology	technology	NOUN
american_scientific_journal-1456	161	25	,	,	PUNCT
american_scientific_journal-1456	161	26	and	and	CCONJ
american_scientific_journal-1456	161	27	sciences	science	NOUN
american_scientific_journal-1456	161	28	(	(	PUNCT
american_scientific_journal-1456	161	29	asrjets	asrjet	NOUN
american_scientific_journal-1456	161	30	)	)	PUNCT
american_scientific_journal-1456	161	31	(	(	PUNCT
american_scientific_journal-1456	161	32	2016	2016	NUM
american_scientific_journal-1456	161	33	)	)	PUNCT
american_scientific_journal-1456	161	34	volume	volume	NOUN
american_scientific_journal-1456	161	35	17	17	NUM
american_scientific_journal-1456	161	36	,	,	PUNCT
american_scientific_journal-1456	161	37	no	no	DET
american_scientific_journal-1456	161	38	1	1	NUM
american_scientific_journal-1456	161	39	,	,	PUNCT
american_scientific_journal-1456	161	40	pp	pp	ADV
american_scientific_journal-1456	161	41	234	234	NUM
american_scientific_journal-1456	161	42	-	-	SYM
american_scientific_journal-1456	161	43	244	244	NUM
american_scientific_journal-1456	161	44	our	our	PRON
american_scientific_journal-1456	161	45	results	result	NOUN
american_scientific_journal-1456	161	46	have	have	AUX
american_scientific_journal-1456	161	47	suggested	suggest	VERB
american_scientific_journal-1456	161	48	that	that	SCONJ
american_scientific_journal-1456	161	49	the	the	DET
american_scientific_journal-1456	161	50	proposed	propose	VERB
american_scientific_journal-1456	161	51	big	big	ADJ
american_scientific_journal-1456	161	52	data	datum	NOUN
american_scientific_journal-1456	161	53	solution	solution	NOUN
american_scientific_journal-1456	161	54	is	be	AUX
american_scientific_journal-1456	161	55	effective	effective	ADJ
american_scientific_journal-1456	161	56	and	and	CCONJ
american_scientific_journal-1456	161	57	it	it	PRON
american_scientific_journal-1456	161	58	therefore	therefore	ADV
american_scientific_journal-1456	161	59	added	add	VERB
american_scientific_journal-1456	161	60	enhancement	enhancement	NOUN
american_scientific_journal-1456	161	61	to	to	ADP
american_scientific_journal-1456	161	62	the	the	DET
american_scientific_journal-1456	161	63	effectiveness	effectiveness	NOUN
american_scientific_journal-1456	161	64	of	of	ADP
american_scientific_journal-1456	161	65	the	the	DET
american_scientific_journal-1456	161	66	framework	framework	NOUN
american_scientific_journal-1456	161	67	proposed	propose	VERB
american_scientific_journal-1456	161	68	by	by	ADP
american_scientific_journal-1456	161	69	das	das	PROPN
american_scientific_journal-1456	161	70	and	and	CCONJ
american_scientific_journal-1456	161	71	kumar	kumar	PROPN
american_scientific_journal-1456	161	72	(	(	PUNCT
american_scientific_journal-1456	161	73	2013	2013	NUM
american_scientific_journal-1456	161	74	)	)	PUNCT
american_scientific_journal-1456	161	75	.	.	PUNCT
american_scientific_journal-1456	162	1	this	this	PRON
american_scientific_journal-1456	162	2	is	be	AUX
american_scientific_journal-1456	162	3	exhibited	exhibit	VERB
american_scientific_journal-1456	162	4	through	through	ADP
american_scientific_journal-1456	162	5	the	the	DET
american_scientific_journal-1456	162	6	following	following	ADJ
american_scientific_journal-1456	162	7	points	point	NOUN
american_scientific_journal-1456	162	8	:	:	PUNCT
american_scientific_journal-1456	162	9	•	•	NUM
american_scientific_journal-1456	162	10	it	it	PRON
american_scientific_journal-1456	162	11	involved	involve	VERB
american_scientific_journal-1456	162	12	hive	hive	NOUN
american_scientific_journal-1456	162	13	,	,	PUNCT
american_scientific_journal-1456	162	14	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	162	15	,	,	PUNCT
american_scientific_journal-1456	162	16	and	and	CCONJ
american_scientific_journal-1456	163	1	hdfs	hdfs	PROPN
american_scientific_journal-1456	163	2	.	.	PROPN
american_scientific_journal-1456	163	3			VERB
american_scientific_journal-1456	163	4	the	the	DET
american_scientific_journal-1456	163	5	advantage	advantage	NOUN
american_scientific_journal-1456	163	6	of	of	ADP
american_scientific_journal-1456	163	7	using	use	VERB
american_scientific_journal-1456	163	8	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	163	9	here	here	ADV
american_scientific_journal-1456	163	10	is	be	AUX
american_scientific_journal-1456	163	11	its	its	PRON
american_scientific_journal-1456	163	12	ability	ability	NOUN
american_scientific_journal-1456	163	13	in	in	ADP
american_scientific_journal-1456	163	14	processing	process	VERB
american_scientific_journal-1456	163	15	large	large	ADJ
american_scientific_journal-1456	163	16	sets	set	NOUN
american_scientific_journal-1456	163	17	of	of	ADP
american_scientific_journal-1456	163	18	data	datum	NOUN
american_scientific_journal-1456	163	19	in	in	ADP
american_scientific_journal-1456	163	20	parallel	parallel	NOUN
american_scientific_journal-1456	163	21	,	,	PUNCT
american_scientific_journal-1456	163	22	by	by	ADP
american_scientific_journal-1456	163	23	distributing	distribute	VERB
american_scientific_journal-1456	163	24	the	the	DET
american_scientific_journal-1456	163	25	jobs	job	NOUN
american_scientific_journal-1456	163	26	among	among	ADP
american_scientific_journal-1456	163	27	the	the	DET
american_scientific_journal-1456	163	28	task	task	NOUN
american_scientific_journal-1456	163	29	tracker	tracker	NOUN
american_scientific_journal-1456	163	30	nodes	node	NOUN
american_scientific_journal-1456	163	31	in	in	ADP
american_scientific_journal-1456	163	32	the	the	DET
american_scientific_journal-1456	163	33	cluster	cluster	NOUN
american_scientific_journal-1456	163	34	.	.	PUNCT
american_scientific_journal-1456	164	1	a	a	DET
american_scientific_journal-1456	164	2	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	164	3	job	job	NOUN
american_scientific_journal-1456	164	4	usually	usually	ADV
american_scientific_journal-1456	164	5	splits	split	VERB
american_scientific_journal-1456	164	6	the	the	DET
american_scientific_journal-1456	164	7	input	input	NOUN
american_scientific_journal-1456	164	8	data	data	NOUN
american_scientific_journal-1456	164	9	-	-	PUNCT
american_scientific_journal-1456	164	10	set	set	VERB
american_scientific_journal-1456	164	11	into	into	ADP
american_scientific_journal-1456	164	12	independent	independent	ADJ
american_scientific_journal-1456	164	13	chunks	chunk	NOUN
american_scientific_journal-1456	164	14	which	which	PRON
american_scientific_journal-1456	164	15	are	be	AUX
american_scientific_journal-1456	164	16	processed	process	VERB
american_scientific_journal-1456	164	17	by	by	ADP
american_scientific_journal-1456	164	18	the	the	DET
american_scientific_journal-1456	164	19	map	map	NOUN
american_scientific_journal-1456	164	20	jobs	job	NOUN
american_scientific_journal-1456	164	21	in	in	ADP
american_scientific_journal-1456	164	22	a	a	DET
american_scientific_journal-1456	164	23	completely	completely	ADV
american_scientific_journal-1456	164	24	parallel	parallel	ADJ
american_scientific_journal-1456	164	25	manner	manner	NOUN
american_scientific_journal-1456	164	26	[	[	X
american_scientific_journal-1456	164	27	11	11	NUM
american_scientific_journal-1456	164	28	]	]	PUNCT
american_scientific_journal-1456	164	29	.	.	PUNCT
american_scientific_journal-1456	165	1			VERB
american_scientific_journal-1456	165	2	in	in	ADP
american_scientific_journal-1456	165	3	using	use	VERB
american_scientific_journal-1456	165	4	hdfs	hdfs	NOUN
american_scientific_journal-1456	165	5	we	we	PRON
american_scientific_journal-1456	165	6	also	also	ADV
american_scientific_journal-1456	165	7	get	get	VERB
american_scientific_journal-1456	165	8	multiple	multiple	ADJ
american_scientific_journal-1456	165	9	advantages	advantage	NOUN
american_scientific_journal-1456	165	10	.	.	PUNCT
american_scientific_journal-1456	166	1	hdfs	hdfs	PROPN
american_scientific_journal-1456	166	2	can	can	AUX
american_scientific_journal-1456	166	3	store	store	VERB
american_scientific_journal-1456	166	4	all	all	DET
american_scientific_journal-1456	166	5	kinds	kind	NOUN
american_scientific_journal-1456	166	6	of	of	ADP
american_scientific_journal-1456	166	7	data	datum	NOUN
american_scientific_journal-1456	166	8	(	(	PUNCT
american_scientific_journal-1456	166	9	both	both	CCONJ
american_scientific_journal-1456	166	10	structured	structured	ADJ
american_scientific_journal-1456	166	11	and	and	CCONJ
american_scientific_journal-1456	166	12	unstructured	unstructured	ADJ
american_scientific_journal-1456	166	13	data	datum	NOUN
american_scientific_journal-1456	166	14	)	)	PUNCT
american_scientific_journal-1456	166	15	without	without	ADP
american_scientific_journal-1456	166	16	prior	prior	ADJ
american_scientific_journal-1456	166	17	organization	organization	NOUN
american_scientific_journal-1456	166	18	.	.	PUNCT
american_scientific_journal-1456	167	1	in	in	ADP
american_scientific_journal-1456	167	2	addition	addition	NOUN
american_scientific_journal-1456	167	3	,	,	PUNCT
american_scientific_journal-1456	167	4	hdfs	hdfs	PROPN
american_scientific_journal-1456	167	5	stores	store	NOUN
american_scientific_journal-1456	167	6	the	the	DET
american_scientific_journal-1456	167	7	replicas	replica	NOUN
american_scientific_journal-1456	167	8	of	of	ADP
american_scientific_journal-1456	167	9	each	each	DET
american_scientific_journal-1456	167	10	data	datum	NOUN
american_scientific_journal-1456	167	11	blocks	block	NOUN
american_scientific_journal-1456	167	12	on	on	ADP
american_scientific_journal-1456	167	13	different	different	ADJ
american_scientific_journal-1456	167	14	datanodes	datanode	NOUN
american_scientific_journal-1456	167	15	to	to	PART
american_scientific_journal-1456	167	16	provide	provide	VERB
american_scientific_journal-1456	167	17	both	both	PRON
american_scientific_journal-1456	167	18	high	high	ADJ
american_scientific_journal-1456	167	19	speed	speed	NOUN
american_scientific_journal-1456	167	20	data	data	NOUN
american_scientific_journal-1456	167	21	transfer	transfer	NOUN
american_scientific_journal-1456	167	22	and	and	CCONJ
american_scientific_journal-1456	167	23	high	high	ADJ
american_scientific_journal-1456	167	24	availability	availability	NOUN
american_scientific_journal-1456	167	25	of	of	ADP
american_scientific_journal-1456	167	26	data	datum	NOUN
american_scientific_journal-1456	167	27	[	[	X
american_scientific_journal-1456	167	28	9	9	NUM
american_scientific_journal-1456	167	29	]	]	PUNCT
american_scientific_journal-1456	167	30	.	.	PUNCT
american_scientific_journal-1456	168	1			ADJ
american_scientific_journal-1456	168	2	using	use	VERB
american_scientific_journal-1456	168	3	hive	hive	NOUN
american_scientific_journal-1456	168	4	instead	instead	ADV
american_scientific_journal-1456	168	5	of	of	ADP
american_scientific_journal-1456	168	6	hbase	hbase	NOUN
american_scientific_journal-1456	168	7	is	be	AUX
american_scientific_journal-1456	168	8	another	another	DET
american_scientific_journal-1456	168	9	new	new	ADJ
american_scientific_journal-1456	168	10	feature	feature	NOUN
american_scientific_journal-1456	168	11	of	of	ADP
american_scientific_journal-1456	168	12	our	our	PRON
american_scientific_journal-1456	168	13	architecture	architecture	NOUN
american_scientific_journal-1456	168	14	.	.	PUNCT
american_scientific_journal-1456	169	1	analyzing	analyze	VERB
american_scientific_journal-1456	169	2	hive	hive	NOUN
american_scientific_journal-1456	169	3	data	datum	NOUN
american_scientific_journal-1456	169	4	does	do	AUX
american_scientific_journal-1456	169	5	n’t	not	PART
american_scientific_journal-1456	169	6	require	require	VERB
american_scientific_journal-1456	169	7	java	java	PROPN
american_scientific_journal-1456	169	8	coding	code	VERB
american_scientific_journal-1456	169	9	rather	rather	ADV
american_scientific_journal-1456	169	10	it	it	PRON
american_scientific_journal-1456	169	11	is	be	AUX
american_scientific_journal-1456	169	12	done	do	VERB
american_scientific_journal-1456	169	13	with	with	ADP
american_scientific_journal-1456	169	14	hiveql	hiveql	ADJ
american_scientific_journal-1456	169	15	scripts	script	NOUN
american_scientific_journal-1456	169	16	,	,	PUNCT
american_scientific_journal-1456	169	17	and	and	CCONJ
american_scientific_journal-1456	169	18	hiveql	hiveql	NOUN
american_scientific_journal-1456	169	19	is	be	AUX
american_scientific_journal-1456	169	20	already	already	ADV
american_scientific_journal-1456	169	21	known	know	VERB
american_scientific_journal-1456	169	22	by	by	ADP
american_scientific_journal-1456	169	23	many	many	ADJ
american_scientific_journal-1456	169	24	business	business	NOUN
american_scientific_journal-1456	169	25	analysts	analyst	NOUN
american_scientific_journal-1456	169	26	since	since	SCONJ
american_scientific_journal-1456	169	27	anyone	anyone	PRON
american_scientific_journal-1456	169	28	familiar	familiar	ADJ
american_scientific_journal-1456	169	29	with	with	ADP
american_scientific_journal-1456	169	30	sql	sql	NOUN
american_scientific_journal-1456	169	31	can	can	AUX
american_scientific_journal-1456	169	32	interact	interact	VERB
american_scientific_journal-1456	169	33	to	to	PART
american_scientific_journal-1456	169	34	hive	hive	VERB
american_scientific_journal-1456	169	35	with	with	ADP
american_scientific_journal-1456	169	36	hiveql	hiveql	NOUN
american_scientific_journal-1456	170	1	[	[	X
american_scientific_journal-1456	170	2	21	21	NUM
american_scientific_journal-1456	170	3	]	]	PUNCT
american_scientific_journal-1456	170	4	.	.	PUNCT
american_scientific_journal-1456	171	1	•	•	INTJ
american_scientific_journal-1456	171	2	it	it	PRON
american_scientific_journal-1456	171	3	allows	allow	VERB
american_scientific_journal-1456	171	4	storing	store	VERB
american_scientific_journal-1456	171	5	unstructured	unstructured	ADJ
american_scientific_journal-1456	171	6	data	datum	NOUN
american_scientific_journal-1456	171	7	.	.	PUNCT
american_scientific_journal-1456	172	1	as	as	ADP
american_scientific_journal-1456	172	2	a	a	DET
american_scientific_journal-1456	172	3	big	big	ADJ
american_scientific_journal-1456	172	4	data	datum	NOUN
american_scientific_journal-1456	172	5	analysis	analysis	NOUN
american_scientific_journal-1456	172	6	architecture	architecture	NOUN
american_scientific_journal-1456	172	7	,	,	PUNCT
american_scientific_journal-1456	172	8	we	we	PRON
american_scientific_journal-1456	172	9	should	should	AUX
american_scientific_journal-1456	172	10	be	be	AUX
american_scientific_journal-1456	172	11	able	able	ADJ
american_scientific_journal-1456	172	12	to	to	PART
american_scientific_journal-1456	172	13	store	store	VERB
american_scientific_journal-1456	172	14	both	both	CCONJ
american_scientific_journal-1456	172	15	structured	structured	ADJ
american_scientific_journal-1456	172	16	and	and	CCONJ
american_scientific_journal-1456	172	17	unstructured	unstructured	ADJ
american_scientific_journal-1456	172	18	data	datum	NOUN
american_scientific_journal-1456	172	19	in	in	ADP
american_scientific_journal-1456	172	20	our	our	PRON
american_scientific_journal-1456	172	21	system	system	NOUN
american_scientific_journal-1456	172	22	.	.	PUNCT
american_scientific_journal-1456	173	1	this	this	PRON
american_scientific_journal-1456	173	2	is	be	AUX
american_scientific_journal-1456	173	3	made	make	VERB
american_scientific_journal-1456	173	4	possible	possible	ADJ
american_scientific_journal-1456	173	5	with	with	ADP
american_scientific_journal-1456	173	6	the	the	DET
american_scientific_journal-1456	173	7	use	use	NOUN
american_scientific_journal-1456	173	8	of	of	ADP
american_scientific_journal-1456	173	9	hdfs	hdfs	NOUN
american_scientific_journal-1456	173	10	before	before	ADP
american_scientific_journal-1456	173	11	and	and	CCONJ
american_scientific_journal-1456	173	12	after	after	ADP
american_scientific_journal-1456	173	13	data	data	NOUN
american_scientific_journal-1456	173	14	transformation	transformation	NOUN
american_scientific_journal-1456	173	15	and	and	CCONJ
american_scientific_journal-1456	173	16	analysis	analysis	NOUN
american_scientific_journal-1456	173	17	•	•	NOUN
american_scientific_journal-1456	173	18	sentiment	sentiment	NOUN
american_scientific_journal-1456	173	19	analysis	analysis	NOUN
american_scientific_journal-1456	173	20	is	be	AUX
american_scientific_journal-1456	173	21	done	do	VERB
american_scientific_journal-1456	173	22	by	by	ADP
american_scientific_journal-1456	173	23	using	use	VERB
american_scientific_journal-1456	173	24	sentiment	sentiment	NOUN
american_scientific_journal-1456	173	25	analysis	analysis	NOUN
american_scientific_journal-1456	173	26	algorithm	algorithm	NOUN
american_scientific_journal-1456	173	27	in	in	ADP
american_scientific_journal-1456	173	28	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	173	29	.	.	PUNCT
american_scientific_journal-1456	174	1	managing	manage	VERB
american_scientific_journal-1456	174	2	the	the	DET
american_scientific_journal-1456	174	3	sentiment	sentiment	NOUN
american_scientific_journal-1456	174	4	analysis	analysis	NOUN
american_scientific_journal-1456	174	5	task	task	NOUN
american_scientific_journal-1456	174	6	with	with	ADP
american_scientific_journal-1456	174	7	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	174	8	provides	provide	VERB
american_scientific_journal-1456	174	9	better	well	ADJ
american_scientific_journal-1456	174	10	performance	performance	NOUN
american_scientific_journal-1456	174	11	gain	gain	NOUN
american_scientific_journal-1456	174	12	as	as	SCONJ
american_scientific_journal-1456	174	13	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	174	14	can	can	AUX
american_scientific_journal-1456	174	15	do	do	VERB
american_scientific_journal-1456	174	16	it	it	PRON
american_scientific_journal-1456	174	17	with	with	ADP
american_scientific_journal-1456	174	18	parallel	parallel	ADJ
american_scientific_journal-1456	174	19	processing	processing	NOUN
american_scientific_journal-1456	174	20	using	use	VERB
american_scientific_journal-1456	174	21	multiple	multiple	ADJ
american_scientific_journal-1456	174	22	task	task	NOUN
american_scientific_journal-1456	174	23	tracker	tracker	NOUN
american_scientific_journal-1456	174	24	nodes	node	NOUN
american_scientific_journal-1456	174	25	in	in	ADP
american_scientific_journal-1456	174	26	the	the	DET
american_scientific_journal-1456	174	27	cluster	cluster	NOUN
american_scientific_journal-1456	174	28	.	.	PUNCT
american_scientific_journal-1456	175	1	•	•	NUM
american_scientific_journal-1456	175	2	hiveql	hiveql	NOUN
american_scientific_journal-1456	175	3	is	be	AUX
american_scientific_journal-1456	175	4	used	use	VERB
american_scientific_journal-1456	175	5	to	to	PART
american_scientific_journal-1456	175	6	write	write	VERB
american_scientific_journal-1456	175	7	or	or	CCONJ
american_scientific_journal-1456	175	8	execute	execute	VERB
american_scientific_journal-1456	175	9	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	175	10	jobs	job	NOUN
american_scientific_journal-1456	175	11	.	.	PUNCT
american_scientific_journal-1456	176	1	instead	instead	ADV
american_scientific_journal-1456	176	2	of	of	ADP
american_scientific_journal-1456	176	3	writing	write	VERB
american_scientific_journal-1456	176	4	mapreduce	mapreduce	NOUN
american_scientific_journal-1456	176	5	jobs	job	NOUN
american_scientific_journal-1456	176	6	in	in	ADP
american_scientific_journal-1456	176	7	java	java	PROPN
american_scientific_journal-1456	176	8	which	which	PRON
american_scientific_journal-1456	176	9	demands	demand	VERB
american_scientific_journal-1456	176	10	serious	serious	ADJ
american_scientific_journal-1456	176	11	software	software	NOUN
american_scientific_journal-1456	176	12	development	development	NOUN
american_scientific_journal-1456	176	13	skills	skill	NOUN
american_scientific_journal-1456	176	14	,	,	PUNCT
american_scientific_journal-1456	176	15	it	it	PRON
american_scientific_journal-1456	176	16	is	be	AUX
american_scientific_journal-1456	176	17	possible	possible	ADJ
american_scientific_journal-1456	176	18	to	to	PART
american_scientific_journal-1456	176	19	write	write	VERB
american_scientific_journal-1456	176	20	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	176	21	jobs	job	NOUN
american_scientific_journal-1456	176	22	in	in	ADP
american_scientific_journal-1456	176	23	hiveql	hiveql	NOUN
american_scientific_journal-1456	176	24	since	since	SCONJ
american_scientific_journal-1456	176	25	hive	hive	NOUN
american_scientific_journal-1456	176	26	allows	allow	VERB
american_scientific_journal-1456	176	27	using	use	VERB
american_scientific_journal-1456	176	28	hiveql	hiveql	ADJ
american_scientific_journal-1456	176	29	scripts	script	NOUN
american_scientific_journal-1456	176	30	[	[	X
american_scientific_journal-1456	176	31	21	21	NUM
american_scientific_journal-1456	176	32	]	]	PUNCT
american_scientific_journal-1456	176	33	.	.	PUNCT
american_scientific_journal-1456	177	1	hence	hence	ADV
american_scientific_journal-1456	177	2	,	,	PUNCT
american_scientific_journal-1456	177	3	our	our	PRON
american_scientific_journal-1456	177	4	architecture	architecture	NOUN
american_scientific_journal-1456	177	5	is	be	AUX
american_scientific_journal-1456	177	6	much	much	ADV
american_scientific_journal-1456	177	7	better	well	ADJ
american_scientific_journal-1456	177	8	than	than	ADP
american_scientific_journal-1456	177	9	the	the	DET
american_scientific_journal-1456	177	10	works	work	NOUN
american_scientific_journal-1456	177	11	of	of	ADP
american_scientific_journal-1456	177	12	das	das	PROPN
american_scientific_journal-1456	177	13	and	and	CCONJ
american_scientific_journal-1456	177	14	kumar	kumar	PROPN
american_scientific_journal-1456	177	15	(	(	PUNCT
american_scientific_journal-1456	177	16	2013	2013	NUM
american_scientific_journal-1456	177	17	)	)	PUNCT
american_scientific_journal-1456	177	18	as	as	SCONJ
american_scientific_journal-1456	177	19	mentioned	mention	VERB
american_scientific_journal-1456	177	20	above	above	ADV
american_scientific_journal-1456	177	21	.	.	PUNCT
american_scientific_journal-1456	178	1	this	this	PRON
american_scientific_journal-1456	178	2	is	be	AUX
american_scientific_journal-1456	178	3	related	relate	VERB
american_scientific_journal-1456	178	4	with	with	ADP
american_scientific_journal-1456	178	5	the	the	DET
american_scientific_journal-1456	178	6	use	use	NOUN
american_scientific_journal-1456	178	7	of	of	ADP
american_scientific_journal-1456	178	8	hdfs	hdfs	NOUN
american_scientific_journal-1456	178	9	and	and	CCONJ
american_scientific_journal-1456	178	10	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	178	11	in	in	ADP
american_scientific_journal-1456	178	12	the	the	DET
american_scientific_journal-1456	178	13	hadoop	hadoop	NOUN
american_scientific_journal-1456	178	14	system	system	NOUN
american_scientific_journal-1456	178	15	and	and	CCONJ
american_scientific_journal-1456	178	16	the	the	DET
american_scientific_journal-1456	178	17	use	use	NOUN
american_scientific_journal-1456	178	18	of	of	ADP
american_scientific_journal-1456	178	19	hive	hive	NOUN
american_scientific_journal-1456	178	20	instead	instead	ADV
american_scientific_journal-1456	178	21	of	of	ADP
american_scientific_journal-1456	178	22	hbase	hbase	NOUN
american_scientific_journal-1456	178	23	.	.	PUNCT
american_scientific_journal-1456	179	1	in	in	ADP
american_scientific_journal-1456	179	2	addition	addition	NOUN
american_scientific_journal-1456	179	3	,	,	PUNCT
american_scientific_journal-1456	179	4	we	we	PRON
american_scientific_journal-1456	179	5	have	have	AUX
american_scientific_journal-1456	179	6	shown	show	VERB
american_scientific_journal-1456	179	7	that	that	SCONJ
american_scientific_journal-1456	179	8	the	the	DET
american_scientific_journal-1456	179	9	analyst	analyst	NOUN
american_scientific_journal-1456	179	10	of	of	ADP
american_scientific_journal-1456	179	11	an	an	DET
american_scientific_journal-1456	179	12	enterprise	enterprise	NOUN
american_scientific_journal-1456	179	13	can	can	AUX
american_scientific_journal-1456	179	14	get	get	VERB
american_scientific_journal-1456	179	15	public	public	ADJ
american_scientific_journal-1456	179	16	tweets	tweet	NOUN
american_scientific_journal-1456	179	17	about	about	ADP
american_scientific_journal-1456	179	18	concerned	concerned	ADJ
american_scientific_journal-1456	179	19	products	product	NOUN
american_scientific_journal-1456	179	20	and	and	CCONJ
american_scientific_journal-1456	179	21	services	service	NOUN
american_scientific_journal-1456	179	22	to	to	PART
american_scientific_journal-1456	179	23	make	make	VERB
american_scientific_journal-1456	179	24	analysis	analysis	NOUN
american_scientific_journal-1456	179	25	and	and	CCONJ
american_scientific_journal-1456	179	26	suggest	suggest	VERB
american_scientific_journal-1456	179	27	appropriate	appropriate	ADJ
american_scientific_journal-1456	179	28	actions	action	NOUN
american_scientific_journal-1456	179	29	for	for	ADP
american_scientific_journal-1456	179	30	customers	customer	NOUN
american_scientific_journal-1456	179	31	’	'	PUNCT
american_scientific_journal-1456	179	32	reaction	reaction	NOUN
american_scientific_journal-1456	179	33	effectively	effectively	ADV
american_scientific_journal-1456	179	34	.	.	PUNCT
american_scientific_journal-1456	180	1	5	5	X
american_scientific_journal-1456	180	2	.	.	X
american_scientific_journal-1456	180	3	conclusion	conclusion	NOUN
american_scientific_journal-1456	180	4	and	and	CCONJ
american_scientific_journal-1456	180	5	recommendation	recommendation	NOUN
american_scientific_journal-1456	180	6	we	we	PRON
american_scientific_journal-1456	180	7	have	have	AUX
american_scientific_journal-1456	180	8	proposed	propose	VERB
american_scientific_journal-1456	180	9	a	a	DET
american_scientific_journal-1456	180	10	big	big	ADJ
american_scientific_journal-1456	180	11	data	datum	NOUN
american_scientific_journal-1456	180	12	analysis	analysis	NOUN
american_scientific_journal-1456	180	13	architecture	architecture	NOUN
american_scientific_journal-1456	180	14	and	and	CCONJ
american_scientific_journal-1456	180	15	we	we	PRON
american_scientific_journal-1456	180	16	have	have	AUX
american_scientific_journal-1456	180	17	also	also	ADV
american_scientific_journal-1456	180	18	tried	try	VERB
american_scientific_journal-1456	180	19	to	to	PART
american_scientific_journal-1456	180	20	show	show	VERB
american_scientific_journal-1456	180	21	how	how	SCONJ
american_scientific_journal-1456	180	22	the	the	DET
american_scientific_journal-1456	180	23	proposed	propose	VERB
american_scientific_journal-1456	180	24	solution	solution	NOUN
american_scientific_journal-1456	180	25	could	could	AUX
american_scientific_journal-1456	180	26	work	work	VERB
american_scientific_journal-1456	180	27	by	by	ADP
american_scientific_journal-1456	180	28	streaming	stream	VERB
american_scientific_journal-1456	180	29	public	public	ADJ
american_scientific_journal-1456	180	30	tweets	tweet	NOUN
american_scientific_journal-1456	180	31	of	of	ADP
american_scientific_journal-1456	180	32	twitter	twitter	NOUN
american_scientific_journal-1456	180	33	,	,	PUNCT
american_scientific_journal-1456	180	34	ingesting	ingest	VERB
american_scientific_journal-1456	180	35	the	the	DET
american_scientific_journal-1456	180	36	raw	raw	ADJ
american_scientific_journal-1456	180	37	data	datum	NOUN
american_scientific_journal-1456	180	38	in	in	ADP
american_scientific_journal-1456	180	39	to	to	ADP
american_scientific_journal-1456	180	40	hadoop	hadoop	NOUN
american_scientific_journal-1456	180	41	system	system	NOUN
american_scientific_journal-1456	180	42	,	,	PUNCT
american_scientific_journal-1456	180	43	and	and	CCONJ
american_scientific_journal-1456	180	44	doing	do	VERB
american_scientific_journal-1456	180	45	sentiment	sentiment	NOUN
american_scientific_journal-1456	180	46	analysis	analysis	NOUN
american_scientific_journal-1456	180	47	during	during	ADP
american_scientific_journal-1456	180	48	the	the	DET
american_scientific_journal-1456	180	49	experiment	experiment	NOUN
american_scientific_journal-1456	180	50	.	.	PUNCT
american_scientific_journal-1456	181	1	we	we	PRON
american_scientific_journal-1456	181	2	have	have	AUX
american_scientific_journal-1456	181	3	also	also	ADV
american_scientific_journal-1456	181	4	showed	show	VERB
american_scientific_journal-1456	181	5	that	that	SCONJ
american_scientific_journal-1456	181	6	raw	raw	ADJ
american_scientific_journal-1456	181	7	twitter	twitter	NOUN
american_scientific_journal-1456	181	8	data	data	NOUN
american_scientific_journal-1456	181	9	sets	set	NOUN
american_scientific_journal-1456	181	10	can	can	AUX
american_scientific_journal-1456	181	11	be	be	AUX
american_scientific_journal-1456	181	12	stored	store	VERB
american_scientific_journal-1456	181	13	in	in	ADP
american_scientific_journal-1456	181	14	hdfs	hdfs	NOUN
american_scientific_journal-1456	181	15	for	for	ADP
american_scientific_journal-1456	181	16	future	future	ADJ
american_scientific_journal-1456	181	17	use	use	NOUN
american_scientific_journal-1456	181	18	and	and	CCONJ
american_scientific_journal-1456	181	19	sentiment	sentiment	NOUN
american_scientific_journal-1456	181	20	analysis	analysis	NOUN
american_scientific_journal-1456	181	21	can	can	AUX
american_scientific_journal-1456	181	22	be	be	AUX
american_scientific_journal-1456	181	23	done	do	VERB
american_scientific_journal-1456	181	24	with	with	ADP
american_scientific_journal-1456	181	25	mapreduce	mapreduce	PROPN
american_scientific_journal-1456	181	26	.	.	PUNCT
american_scientific_journal-1456	182	1	furthermore	furthermore	ADV
american_scientific_journal-1456	182	2	,	,	PUNCT
american_scientific_journal-1456	182	3	a	a	DET
american_scientific_journal-1456	182	4	business	business	NOUN
american_scientific_journal-1456	182	5	analyst	analyst	NOUN
american_scientific_journal-1456	182	6	can	can	AUX
american_scientific_journal-1456	182	7	easily	easily	ADV
american_scientific_journal-1456	182	8	be	be	AUX
american_scientific_journal-1456	182	9	familiar	familiar	ADJ
american_scientific_journal-1456	182	10	to	to	PART
american_scientific_journal-1456	182	11	write	write	VERB
american_scientific_journal-1456	182	12	hiveql	hiveql	ADJ
american_scientific_journal-1456	182	13	scripts	script	NOUN
american_scientific_journal-1456	182	14	to	to	PART
american_scientific_journal-1456	182	15	perform	perform	VERB
american_scientific_journal-1456	182	16	sentiment	sentiment	NOUN
american_scientific_journal-1456	182	17	analysis	analysis	NOUN
american_scientific_journal-1456	182	18	on	on	ADP
american_scientific_journal-1456	182	19	public	public	ADJ
american_scientific_journal-1456	182	20	tweets	tweet	NOUN
american_scientific_journal-1456	182	21	tracked	track	VERB
american_scientific_journal-1456	182	22	from	from	ADP
american_scientific_journal-1456	182	23	twitter	twitter	NOUN
american_scientific_journal-1456	182	24	based	base	VERB
american_scientific_journal-1456	182	25	on	on	ADP
american_scientific_journal-1456	182	26	a	a	DET
american_scientific_journal-1456	182	27	given	give	VERB
american_scientific_journal-1456	182	28	key	key	ADJ
american_scientific_journal-1456	182	29	word	word	NOUN
american_scientific_journal-1456	182	30	.	.	PUNCT
american_scientific_journal-1456	183	1	therefore	therefore	ADV
american_scientific_journal-1456	183	2	,	,	PUNCT
american_scientific_journal-1456	183	3	we	we	PRON
american_scientific_journal-1456	183	4	believe	believe	VERB
american_scientific_journal-1456	183	5	that	that	SCONJ
american_scientific_journal-1456	183	6	this	this	PRON
american_scientific_journal-1456	183	7	proves	prove	VERB
american_scientific_journal-1456	183	8	the	the	DET
american_scientific_journal-1456	183	9	effectiveness	effectiveness	NOUN
american_scientific_journal-1456	183	10	of	of	ADP
american_scientific_journal-1456	183	11	the	the	DET
american_scientific_journal-1456	183	12	proposed	propose	VERB
american_scientific_journal-1456	183	13	architecture	architecture	NOUN
american_scientific_journal-1456	183	14	.	.	PUNCT
american_scientific_journal-1456	184	1	there	there	PRON
american_scientific_journal-1456	184	2	are	be	VERB
american_scientific_journal-1456	184	3	a	a	DET
american_scientific_journal-1456	184	4	lot	lot	NOUN
american_scientific_journal-1456	184	5	of	of	ADP
american_scientific_journal-1456	184	6	works	work	NOUN
american_scientific_journal-1456	184	7	that	that	PRON
american_scientific_journal-1456	184	8	can	can	AUX
american_scientific_journal-1456	184	9	be	be	AUX
american_scientific_journal-1456	184	10	done	do	VERB
american_scientific_journal-1456	184	11	in	in	ADP
american_scientific_journal-1456	184	12	the	the	DET
american_scientific_journal-1456	184	13	future	future	NOUN
american_scientific_journal-1456	184	14	.	.	PUNCT
american_scientific_journal-1456	185	1	the	the	DET
american_scientific_journal-1456	185	2	hadoop	hadoop	NOUN
american_scientific_journal-1456	185	3	and	and	CCONJ
american_scientific_journal-1456	185	4	hive	hive	VERB
american_scientific_journal-1456	185	5	newer	new	ADJ
american_scientific_journal-1456	185	6	versions	version	NOUN
american_scientific_journal-1456	185	7	have	have	VERB
american_scientific_journal-1456	185	8	lots	lot	NOUN
american_scientific_journal-1456	185	9	of	of	ADP
american_scientific_journal-1456	185	10	bug	bug	NOUN
american_scientific_journal-1456	185	11	fixes	fix	NOUN
american_scientific_journal-1456	185	12	and	and	CCONJ
american_scientific_journal-1456	185	13	242	242	NUM
american_scientific_journal-1456	185	14	http://searchcloudcomputing.techtarget.com/tutorial/cloud-computing-development-for-beginners	http://searchcloudcomputing.techtarget.com/tutorial/cloud-computing-development-for-beginner	NOUN
american_scientific_journal-1456	185	15	american	american	PROPN
american_scientific_journal-1456	185	16	scientific	scientific	PROPN
american_scientific_journal-1456	185	17	research	research	PROPN
american_scientific_journal-1456	185	18	journal	journal	NOUN
american_scientific_journal-1456	185	19	for	for	ADP
american_scientific_journal-1456	185	20	engineering	engineering	NOUN
american_scientific_journal-1456	185	21	,	,	PUNCT
american_scientific_journal-1456	185	22	technology	technology	NOUN
american_scientific_journal-1456	185	23	,	,	PUNCT
american_scientific_journal-1456	185	24	and	and	CCONJ
american_scientific_journal-1456	185	25	sciences	science	NOUN
american_scientific_journal-1456	185	26	(	(	PUNCT
american_scientific_journal-1456	185	27	asrjets	asrjet	NOUN
american_scientific_journal-1456	185	28	)	)	PUNCT
american_scientific_journal-1456	185	29	(	(	PUNCT
american_scientific_journal-1456	185	30	2016	2016	NUM
american_scientific_journal-1456	185	31	)	)	PUNCT
american_scientific_journal-1456	185	32	volume	volume	NOUN
american_scientific_journal-1456	185	33	17	17	NUM
american_scientific_journal-1456	185	34	,	,	PUNCT
american_scientific_journal-1456	185	35	no	no	DET
american_scientific_journal-1456	185	36	1	1	NUM
american_scientific_journal-1456	185	37	,	,	PUNCT
american_scientific_journal-1456	185	38	pp	pp	ADV
american_scientific_journal-1456	185	39	234	234	NUM
american_scientific_journal-1456	185	40	-	-	PUNCT
american_scientific_journal-1456	185	41	244	244	NUM
american_scientific_journal-1456	185	42	enhancements	enhancement	NOUN
american_scientific_journal-1456	185	43	.	.	PUNCT
american_scientific_journal-1456	186	1	we	we	PRON
american_scientific_journal-1456	186	2	suggest	suggest	VERB
american_scientific_journal-1456	186	3	upgrading	upgrade	VERB
american_scientific_journal-1456	186	4	and	and	CCONJ
american_scientific_journal-1456	186	5	implementing	implement	VERB
american_scientific_journal-1456	186	6	it	it	PRON
american_scientific_journal-1456	186	7	with	with	ADP
american_scientific_journal-1456	186	8	newer	new	ADJ
american_scientific_journal-1456	186	9	versions	version	NOUN
american_scientific_journal-1456	186	10	to	to	PART
american_scientific_journal-1456	186	11	see	see	VERB
american_scientific_journal-1456	186	12	if	if	SCONJ
american_scientific_journal-1456	186	13	there	there	PRON
american_scientific_journal-1456	186	14	are	be	VERB
american_scientific_journal-1456	186	15	any	any	DET
american_scientific_journal-1456	186	16	improvements	improvement	NOUN
american_scientific_journal-1456	186	17	.	.	PUNCT
american_scientific_journal-1456	187	1	we	we	PRON
american_scientific_journal-1456	187	2	also	also	ADV
american_scientific_journal-1456	187	3	suggest	suggest	VERB
american_scientific_journal-1456	187	4	adjusting	adjust	VERB
american_scientific_journal-1456	187	5	some	some	DET
american_scientific_journal-1456	187	6	configurations	configuration	NOUN
american_scientific_journal-1456	187	7	in	in	ADP
american_scientific_journal-1456	187	8	hadoop	hadoop	NOUN
american_scientific_journal-1456	187	9	and	and	CCONJ
american_scientific_journal-1456	187	10	hive	hive	VERB
american_scientific_journal-1456	187	11	for	for	ADP
american_scientific_journal-1456	187	12	an	an	DET
american_scientific_journal-1456	187	13	enhanced	enhanced	ADJ
american_scientific_journal-1456	187	14	performance	performance	NOUN
american_scientific_journal-1456	187	15	and	and	CCONJ
american_scientific_journal-1456	187	16	efficiency	efficiency	NOUN
american_scientific_journal-1456	187	17	.	.	PUNCT
american_scientific_journal-1456	188	1	more	more	ADV
american_scientific_journal-1456	188	2	over	over	ADP
american_scientific_journal-1456	188	3	this	this	DET
american_scientific_journal-1456	188	4	research	research	NOUN
american_scientific_journal-1456	188	5	can	can	AUX
american_scientific_journal-1456	188	6	be	be	AUX
american_scientific_journal-1456	188	7	extended	extend	VERB
american_scientific_journal-1456	188	8	to	to	ADP
american_scientific_journal-1456	188	9	other	other	ADJ
american_scientific_journal-1456	188	10	social	social	ADJ
american_scientific_journal-1456	188	11	media	medium	NOUN
american_scientific_journal-1456	188	12	sources	source	NOUN
american_scientific_journal-1456	188	13	of	of	ADP
american_scientific_journal-1456	188	14	big	big	ADJ
american_scientific_journal-1456	188	15	data	datum	NOUN
american_scientific_journal-1456	188	16	like	like	ADP
american_scientific_journal-1456	188	17	face	face	NOUN
american_scientific_journal-1456	188	18	book	book	NOUN
american_scientific_journal-1456	188	19	,	,	PUNCT
american_scientific_journal-1456	188	20	linkedin	linkedin	NOUN
american_scientific_journal-1456	188	21	,	,	PUNCT
american_scientific_journal-1456	188	22	and	and	CCONJ
american_scientific_journal-1456	188	23	you	you	PRON
american_scientific_journal-1456	188	24	tube	tube	VERB
american_scientific_journal-1456	188	25	.	.	PUNCT
american_scientific_journal-1456	189	1	this	this	DET
american_scientific_journal-1456	189	2	study	study	NOUN
american_scientific_journal-1456	189	3	will	will	AUX
american_scientific_journal-1456	189	4	help	help	VERB
american_scientific_journal-1456	189	5	business	business	NOUN
american_scientific_journal-1456	189	6	institutions	institution	NOUN
american_scientific_journal-1456	189	7	in	in	ADP
american_scientific_journal-1456	189	8	sentiment	sentiment	NOUN
american_scientific_journal-1456	189	9	analysis	analysis	NOUN
american_scientific_journal-1456	189	10	to	to	PART
american_scientific_journal-1456	189	11	understand	understand	VERB
american_scientific_journal-1456	189	12	how	how	SCONJ
american_scientific_journal-1456	189	13	their	their	PRON
american_scientific_journal-1456	189	14	customers	customer	NOUN
american_scientific_journal-1456	189	15	feel	feel	VERB
american_scientific_journal-1456	189	16	about	about	ADP
american_scientific_journal-1456	189	17	a	a	DET
american_scientific_journal-1456	189	18	particular	particular	ADJ
american_scientific_journal-1456	189	19	product	product	NOUN
american_scientific_journal-1456	189	20	or	or	CCONJ
american_scientific_journal-1456	189	21	service	service	NOUN
american_scientific_journal-1456	189	22	and	and	CCONJ
american_scientific_journal-1456	189	23	to	to	PART
american_scientific_journal-1456	189	24	track	track	VERB
american_scientific_journal-1456	189	25	how	how	SCONJ
american_scientific_journal-1456	189	26	those	those	DET
american_scientific_journal-1456	189	27	opinions	opinion	NOUN
american_scientific_journal-1456	189	28	change	change	VERB
american_scientific_journal-1456	189	29	over	over	ADP
american_scientific_journal-1456	189	30	time	time	NOUN
american_scientific_journal-1456	189	31	,	,	PUNCT
american_scientific_journal-1456	189	32	and	and	CCONJ
american_scientific_journal-1456	189	33	also	also	ADV
american_scientific_journal-1456	189	34	to	to	PART
american_scientific_journal-1456	189	35	get	get	VERB
american_scientific_journal-1456	189	36	information	information	NOUN
american_scientific_journal-1456	189	37	on	on	ADP
american_scientific_journal-1456	189	38	how	how	SCONJ
american_scientific_journal-1456	189	39	their	their	PRON
american_scientific_journal-1456	189	40	competitors	competitor	NOUN
american_scientific_journal-1456	189	41	are	be	AUX
american_scientific_journal-1456	189	42	doing	do	VERB
american_scientific_journal-1456	189	43	in	in	ADP
american_scientific_journal-1456	189	44	comparison	comparison	NOUN
american_scientific_journal-1456	189	45	.	.	PUNCT
american_scientific_journal-1456	190	1	hence	hence	ADV
american_scientific_journal-1456	190	2	,	,	PUNCT
american_scientific_journal-1456	190	3	business	business	NOUN
american_scientific_journal-1456	190	4	organizations	organization	NOUN
american_scientific_journal-1456	190	5	can	can	AUX
american_scientific_journal-1456	190	6	deploy	deploy	VERB
american_scientific_journal-1456	190	7	and	and	CCONJ
american_scientific_journal-1456	190	8	use	use	VERB
american_scientific_journal-1456	190	9	the	the	DET
american_scientific_journal-1456	190	10	result	result	NOUN
american_scientific_journal-1456	190	11	of	of	ADP
american_scientific_journal-1456	190	12	this	this	DET
american_scientific_journal-1456	190	13	study	study	NOUN
american_scientific_journal-1456	190	14	to	to	PART
american_scientific_journal-1456	190	15	continuously	continuously	ADV
american_scientific_journal-1456	190	16	monitor	monitor	VERB
american_scientific_journal-1456	190	17	the	the	DET
american_scientific_journal-1456	190	18	feedbacks	feedback	NOUN
american_scientific_journal-1456	190	19	of	of	ADP
american_scientific_journal-1456	190	20	their	their	PRON
american_scientific_journal-1456	190	21	customers	customer	NOUN
american_scientific_journal-1456	190	22	and	and	CCONJ
american_scientific_journal-1456	190	23	take	take	VERB
american_scientific_journal-1456	190	24	timely	timely	ADJ
american_scientific_journal-1456	190	25	actions	action	NOUN
american_scientific_journal-1456	190	26	in	in	ADP
american_scientific_journal-1456	190	27	response	response	NOUN
american_scientific_journal-1456	190	28	.	.	PUNCT
american_scientific_journal-1456	191	1	references	reference	NOUN
american_scientific_journal-1456	191	2	[	[	X
american_scientific_journal-1456	191	3	1	1	NUM
american_scientific_journal-1456	191	4	]	]	SYM
american_scientific_journal-1456	191	5	hu	hu	PROPN
american_scientific_journal-1456	191	6	,	,	PUNCT
american_scientific_journal-1456	191	7	h.	h.	PROPN
american_scientific_journal-1456	191	8	,	,	PUNCT
american_scientific_journal-1456	191	9	et	et	PROPN
american_scientific_journal-1456	191	10	al	al	PROPN
american_scientific_journal-1456	191	11	.	.	PROPN
american_scientific_journal-1456	191	12	,	,	PUNCT
american_scientific_journal-1456	191	13	towards	towards	ADP
american_scientific_journal-1456	191	14	scalable	scalable	ADJ
american_scientific_journal-1456	191	15	systems	system	NOUN
american_scientific_journal-1456	191	16	for	for	ADP
american_scientific_journal-1456	191	17	big	big	ADJ
american_scientific_journal-1456	191	18	data	datum	NOUN
american_scientific_journal-1456	191	19	analytics	analytic	NOUN
american_scientific_journal-1456	191	20	:	:	PUNCT
american_scientific_journal-1456	191	21	a	a	DET
american_scientific_journal-1456	191	22	technology	technology	NOUN
american_scientific_journal-1456	191	23	tutorial	tutorial	NOUN
american_scientific_journal-1456	191	24	.	.	PUNCT
american_scientific_journal-1456	192	1	access	access	NOUN
american_scientific_journal-1456	192	2	,	,	PUNCT
american_scientific_journal-1456	192	3	ieee	ieee	NOUN
american_scientific_journal-1456	192	4	2014	2014	NUM
american_scientific_journal-1456	192	5	.	.	PUNCT
american_scientific_journal-1456	193	1	[	[	X
american_scientific_journal-1456	193	2	2	2	NUM
american_scientific_journal-1456	193	3	]	]	X
american_scientific_journal-1456	193	4	casado	casado	PROPN
american_scientific_journal-1456	193	5	,	,	PUNCT
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american_scientific_journal-1456	193	7	and	and	CCONJ
american_scientific_journal-1456	193	8	m.	m.	NOUN
american_scientific_journal-1456	193	9	younas	youna	NOUN
american_scientific_journal-1456	193	10	,	,	PUNCT
american_scientific_journal-1456	193	11	emerging	emerge	VERB
american_scientific_journal-1456	193	12	trends	trend	NOUN
american_scientific_journal-1456	193	13	and	and	CCONJ
american_scientific_journal-1456	193	14	technologies	technology	NOUN
american_scientific_journal-1456	193	15	in	in	ADP
american_scientific_journal-1456	193	16	big	big	ADJ
american_scientific_journal-1456	193	17	data	datum	NOUN
american_scientific_journal-1456	193	18	processing	processing	NOUN
american_scientific_journal-1456	193	19	.	.	PUNCT
american_scientific_journal-1456	194	1	concurrency	concurrency	NOUN
american_scientific_journal-1456	194	2	and	and	CCONJ
american_scientific_journal-1456	194	3	computation	computation	NOUN
american_scientific_journal-1456	194	4	:	:	PUNCT
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american_scientific_journal-1456	194	6	and	and	CCONJ
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american_scientific_journal-1456	194	8	,	,	PUNCT
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american_scientific_journal-1456	194	10	.	.	PUNCT
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american_scientific_journal-1456	195	5	,	,	PUNCT
american_scientific_journal-1456	195	6	r.	r.	PROPN
american_scientific_journal-1456	195	7	,	,	PUNCT
american_scientific_journal-1456	195	8	et	et	PROPN
american_scientific_journal-1456	195	9	al	al	PROPN
american_scientific_journal-1456	195	10	.	.	PROPN
american_scientific_journal-1456	195	11	,	,	PUNCT
american_scientific_journal-1456	195	12	apache	apache	PROPN
american_scientific_journal-1456	195	13	hadoop	hadoop	NOUN
american_scientific_journal-1456	195	14	,	,	PUNCT
american_scientific_journal-1456	195	15	nosql	nosql	ADJ
american_scientific_journal-1456	195	16	and	and	CCONJ
american_scientific_journal-1456	195	17	newsql	newsql	ADJ
american_scientific_journal-1456	195	18	solutions	solution	NOUN
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american_scientific_journal-1456	195	20	big	big	ADJ
american_scientific_journal-1456	195	21	data	datum	NOUN
american_scientific_journal-1456	195	22	.	.	PUNCT
american_scientific_journal-1456	196	1	international	international	ADJ
american_scientific_journal-1456	196	2	journal	journal	PROPN
american_scientific_journal-1456	196	3	of	of	ADP
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american_scientific_journal-1456	196	6	and	and	CCONJ
american_scientific_journal-1456	196	7	research	research	NOUN
american_scientific_journal-1456	196	8	in	in	ADP
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american_scientific_journal-1456	196	10	&	&	CCONJ
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american_scientific_journal-1456	196	14	)	)	PUNCT
american_scientific_journal-1456	196	15	.	.	PUNCT
american_scientific_journal-1456	197	1	1(6	1(6	NUM
american_scientific_journal-1456	197	2	):	):	PUNCT
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american_scientific_journal-1456	198	2	28	28	NUM
american_scientific_journal-1456	198	3	-	-	SYM
american_scientific_journal-1456	198	4	36	36	NUM
american_scientific_journal-1456	198	5	.	.	PUNCT
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american_scientific_journal-1456	199	5	,	,	PUNCT
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american_scientific_journal-1456	199	10	,	,	PUNCT
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american_scientific_journal-1456	199	15	,	,	PUNCT
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american_scientific_journal-1456	199	22	.	.	PUNCT
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american_scientific_journal-1456	200	2	,	,	PUNCT
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american_scientific_journal-1456	200	4	.	.	PUNCT
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american_scientific_journal-1456	201	2	1	1	NUM
american_scientific_journal-1456	201	3	-	-	SYM
american_scientific_journal-1456	201	4	7	7	NUM
american_scientific_journal-1456	201	5	.	.	PUNCT
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american_scientific_journal-1456	202	5	,	,	PUNCT
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american_scientific_journal-1456	202	13	:	:	PUNCT
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american_scientific_journal-1456	202	15	-	-	PUNCT
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american_scientific_journal-1456	202	18	.	.	PUNCT
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american_scientific_journal-1456	203	2	journal	journal	PROPN
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american_scientific_journal-1456	203	4	applied	apply	VERB
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american_scientific_journal-1456	203	7	.	.	PUNCT
american_scientific_journal-1456	204	1	[	[	X
american_scientific_journal-1456	204	2	6	6	NUM
american_scientific_journal-1456	204	3	]	]	PUNCT
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american_scientific_journal-1456	204	5	,	,	PUNCT
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american_scientific_journal-1456	204	11	:	:	PUNCT
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american_scientific_journal-1456	205	4	,	,	PUNCT
american_scientific_journal-1456	205	5	2012	2012	NUM
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american_scientific_journal-1456	205	7	.	.	PUNCT
american_scientific_journal-1456	205	8	2012	2012	NUM
american_scientific_journal-1456	205	9	.	.	PUNCT
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american_scientific_journal-1456	206	2	.	.	PUNCT
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american_scientific_journal-1456	207	2	7	7	NUM
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american_scientific_journal-1456	207	5	,	,	PUNCT
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american_scientific_journal-1456	207	10	.	.	PUNCT
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american_scientific_journal-1456	208	5	.	.	PUNCT
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american_scientific_journal-1456	209	5	,	,	PUNCT
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american_scientific_journal-1456	209	11	(	(	PUNCT
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american_scientific_journal-1456	209	15	2014	2014	NUM
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american_scientific_journal-1456	209	20	2014	2014	NUM
american_scientific_journal-1456	209	21	.	.	PUNCT
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american_scientific_journal-1456	210	2	.	.	PUNCT
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american_scientific_journal-1456	211	5	,	,	PUNCT
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american_scientific_journal-1456	211	7	,	,	PUNCT
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american_scientific_journal-1456	211	11	.	.	PUNCT
american_scientific_journal-1456	212	1	2013	2013	NUM
american_scientific_journal-1456	212	2	:	:	PUNCT
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american_scientific_journal-1456	212	4	press	press	NOUN
american_scientific_journal-1456	212	5	.	.	PUNCT
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american_scientific_journal-1456	213	5	,	,	PUNCT
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american_scientific_journal-1456	213	7	,	,	PUNCT
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american_scientific_journal-1456	213	9	:	:	PUNCT
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american_scientific_journal-1456	213	13	.	.	PUNCT
american_scientific_journal-1456	214	1	2012	2012	NUM
american_scientific_journal-1456	214	2	:	:	PUNCT
american_scientific_journal-1456	214	3	"	"	PUNCT
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american_scientific_journal-1456	214	6	,	,	PUNCT
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american_scientific_journal-1456	214	8	.	.	PUNCT
american_scientific_journal-1456	214	9	"	"	PUNCT
american_scientific_journal-1456	214	10	.	.	PUNCT
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american_scientific_journal-1456	215	2	10	10	NUM
american_scientific_journal-1456	215	3	]	]	PUNCT
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american_scientific_journal-1456	215	5	,	,	PUNCT
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american_scientific_journal-1456	215	7	hadoop	hadoop	NOUN
american_scientific_journal-1456	215	8	1.2.1	1.2.1	NUM
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american_scientific_journal-1456	215	10	.	.	PUNCT
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american_scientific_journal-1456	216	3	.	.	PUNCT
american_scientific_journal-1456	217	1	2013	2013	NUM
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american_scientific_journal-1456	218	3	2015	2015	NUM
american_scientific_journal-1456	218	4	;	;	PUNCT
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american_scientific_journal-1456	218	7	:	:	PUNCT
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american_scientific_journal-1456	219	5	,	,	PUNCT
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american_scientific_journal-1456	219	10	,	,	PUNCT
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american_scientific_journal-1456	219	14	,	,	PUNCT
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american_scientific_journal-1456	220	2	:	:	PUNCT
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american_scientific_journal-1456	221	5	.	.	PUNCT
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american_scientific_journal-1456	222	11	,	,	PUNCT
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american_scientific_journal-1456	222	22	,	,	PUNCT
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american_scientific_journal-1456	222	24	1	1	NUM
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american_scientific_journal-1456	224	4	;	;	PUNCT
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american_scientific_journal-1456	224	7	:	:	PUNCT
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american_scientific_journal-1456	224	14	,	,	PUNCT
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american_scientific_journal-1456	225	3	2015	2015	NUM
american_scientific_journal-1456	225	4	;	;	PUNCT
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american_scientific_journal-1456	225	7	:	:	PUNCT
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american_scientific_journal-1456	226	9	.	.	PUNCT
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american_scientific_journal-1456	227	4	;	;	PUNCT
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american_scientific_journal-1456	227	7	:	:	PUNCT
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american_scientific_journal-1456	228	5	,	,	PUNCT
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american_scientific_journal-1456	228	14	:	:	PUNCT
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american_scientific_journal-1456	228	21	.	.	PUNCT
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american_scientific_journal-1456	229	8	,	,	PUNCT
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american_scientific_journal-1456	229	10	.	.	PUNCT
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american_scientific_journal-1456	230	5	.	.	PUNCT
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american_scientific_journal-1456	231	9	,	,	PUNCT
american_scientific_journal-1456	231	10	et	et	PROPN
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american_scientific_journal-1456	231	13	,	,	PUNCT
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american_scientific_journal-1456	231	20	.	.	PUNCT
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american_scientific_journal-1456	232	5	.	.	PUNCT
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american_scientific_journal-1456	233	5	-	-	SYM
american_scientific_journal-1456	233	6	105	105	NUM
american_scientific_journal-1456	233	7	.	.	PUNCT
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american_scientific_journal-1456	234	7	,	,	PUNCT
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american_scientific_journal-1456	234	10	.	.	PUNCT
american_scientific_journal-1456	235	1	the	the	DET
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american_scientific_journal-1456	235	7	a	a	DET
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