id	sid	tid	token	lemma	pos
ejif-3845	1	1	paper	paper	NOUN
ejif-3845	1	2	title	title	NOUN
ejif-3845	1	3	(	(	PUNCT
ejif-3845	1	4	use	use	NOUN
ejif-3845	1	5	style	style	NOUN
ejif-3845	1	6	:	:	PUNCT
ejif-3845	1	7	paper	paper	NOUN
ejif-3845	1	8	title	title	NOUN
ejif-3845	1	9	)	)	PUNCT
ejif-3845	1	10	http://www.ojs.unito.it/index.php/ejif	http://www.ojs.unito.it/index.php/ejif	PROPN
ejif-3845	1	11	issn	issn	VERB
ejif-3845	1	12	2421	2421	NUM
ejif-3845	1	13	-	-	SYM
ejif-3845	1	14	2172	2172	NUM
ejif-3845	1	15	1	1	NUM
ejif-3845	1	16	islamic	islamic	ADJ
ejif-3845	1	17	view	view	NOUN
ejif-3845	1	18	towards	towards	ADP
ejif-3845	1	19	bitcoin	bitcoin	ADJ
ejif-3845	1	20	abstract	abstract	NOUN
ejif-3845	1	21	this	this	DET
ejif-3845	1	22	paper	paper	NOUN
ejif-3845	1	23	proposes	propose	VERB
ejif-3845	1	24	to	to	PART
ejif-3845	1	25	analyze	analyze	VERB
ejif-3845	1	26	the	the	DET
ejif-3845	1	27	agent	agent	NOUN
ejif-3845	1	28	behavior	behavior	NOUN
ejif-3845	1	29	by	by	ADP
ejif-3845	1	30	means	mean	NOUN
ejif-3845	1	31	of	of	ADP
ejif-3845	1	32	big	big	ADJ
ejif-3845	1	33	data	datum	NOUN
ejif-3845	1	34	extracted	extract	VERB
ejif-3845	1	35	from	from	ADP
ejif-3845	1	36	the	the	DET
ejif-3845	1	37	search	search	NOUN
ejif-3845	1	38	engine	engine	NOUN
ejif-3845	1	39	«	«	PUNCT
ejif-3845	1	40	google	google	NOUN
ejif-3845	1	41	trends	trend	NOUN
ejif-3845	1	42	»	»	PUNCT
ejif-3845	1	43	and	and	CCONJ
ejif-3845	1	44	twitter	twitter	NOUN
ejif-3845	1	45	api	api	NOUN
ejif-3845	1	46	to	to	PART
ejif-3845	1	47	visualize	visualize	VERB
ejif-3845	1	48	the	the	DET
ejif-3845	1	49	emotions	emotion	NOUN
ejif-3845	1	50	and	and	CCONJ
ejif-3845	1	51	the	the	DET
ejif-3845	1	52	manner	manner	NOUN
ejif-3845	1	53	of	of	ADP
ejif-3845	1	54	thinking	think	VERB
ejif-3845	1	55	about	about	ADP
ejif-3845	1	56	«	«	PUNCT
ejif-3845	1	57	bitcoin	bitcoin	ADJ
ejif-3845	1	58	»	»	NOUN
ejif-3845	1	59	in	in	ADP
ejif-3845	1	60	the	the	DET
ejif-3845	1	61	islamic	islamic	ADJ
ejif-3845	1	62	context	context	NOUN
ejif-3845	1	63	.	.	PUNCT
ejif-3845	2	1	two	two	NUM
ejif-3845	2	2	kinds	kind	NOUN
ejif-3845	2	3	of	of	ADP
ejif-3845	2	4	sentiment	sentiment	NOUN
ejif-3845	2	5	measures	measure	NOUN
ejif-3845	2	6	are	be	AUX
ejif-3845	2	7	constructed	construct	VERB
ejif-3845	2	8	.	.	PUNCT
ejif-3845	3	1	the	the	DET
ejif-3845	3	2	first	first	ADJ
ejif-3845	3	3	is	be	AUX
ejif-3845	3	4	based	base	VERB
ejif-3845	3	5	on	on	ADP
ejif-3845	3	6	search	search	NOUN
ejif-3845	3	7	query	query	NOUN
ejif-3845	3	8	of	of	ADP
ejif-3845	3	9	the	the	DET
ejif-3845	3	10	word	word	NOUN
ejif-3845	3	11	«	«	PUNCT
ejif-3845	3	12	bitcoin	bitcoin	X
ejif-3845	3	13	»	»	PUNCT
ejif-3845	3	14	with	with	ADP
ejif-3845	3	15	religious	religious	ADJ
ejif-3845	3	16	connotation	connotation	NOUN
ejif-3845	3	17	in	in	ADP
ejif-3845	3	18	all	all	ADV
ejif-3845	3	19	over	over	ADP
ejif-3845	3	20	the	the	DET
ejif-3845	3	21	world	world	NOUN
ejif-3845	3	22	from	from	ADP
ejif-3845	3	23	14/04/2017	14/04/2017	NUM
ejif-3845	3	24	to	to	ADP
ejif-3845	3	25	14/04/2018	14/04/2018	NUM
ejif-3845	3	26	in	in	ADP
ejif-3845	3	27	weekly	weekly	ADJ
ejif-3845	3	28	frequency	frequency	NOUN
ejif-3845	3	29	.	.	PUNCT
ejif-3845	4	1	the	the	DET
ejif-3845	4	2	second	second	ADJ
ejif-3845	4	3	is	be	AUX
ejif-3845	4	4	built	build	VERB
ejif-3845	4	5	on	on	ADP
ejif-3845	4	6	twitter	twitter	NOUN
ejif-3845	4	7	data	datum	NOUN
ejif-3845	4	8	from	from	ADP
ejif-3845	4	9	03/04/2018	03/04/2018	NOUN
ejif-3845	4	10	to	to	ADP
ejif-3845	4	11	13/04/2018	13/04/2018	NUM
ejif-3845	4	12	,	,	PUNCT
ejif-3845	4	13	by	by	ADP
ejif-3845	4	14	using	use	VERB
ejif-3845	4	15	a	a	DET
ejif-3845	4	16	bayesian	bayesian	NOUN
ejif-3845	4	17	machine	machine	NOUN
ejif-3845	4	18	learning	learn	VERB
ejif-3845	4	19	device	device	NOUN
ejif-3845	4	20	exploiting	exploit	VERB
ejif-3845	4	21	deep	deep	ADJ
ejif-3845	4	22	natural	natural	ADJ
ejif-3845	4	23	language	language	NOUN
ejif-3845	4	24	processing	processing	NOUN
ejif-3845	4	25	modules	module	NOUN
ejif-3845	4	26	to	to	PART
ejif-3845	4	27	assign	assign	VERB
ejif-3845	4	28	emotions	emotion	NOUN
ejif-3845	4	29	and	and	CCONJ
ejif-3845	4	30	sentiment	sentiment	NOUN
ejif-3845	4	31	orientations	orientation	NOUN
ejif-3845	4	32	.	.	PUNCT
ejif-3845	5	1	in	in	ADP
ejif-3845	5	2	the	the	DET
ejif-3845	5	3	next	next	ADJ
ejif-3845	5	4	step	step	NOUN
ejif-3845	5	5	,	,	PUNCT
ejif-3845	5	6	the	the	DET
ejif-3845	5	7	granger	granger	PROPN
ejif-3845	5	8	causality	causality	NOUN
ejif-3845	5	9	analysis	analysis	NOUN
ejif-3845	5	10	is	be	AUX
ejif-3845	5	11	used	use	VERB
ejif-3845	5	12	to	to	PART
ejif-3845	5	13	investigate	investigate	VERB
ejif-3845	5	14	the	the	DET
ejif-3845	5	15	hypothesis	hypothesis	NOUN
ejif-3845	5	16	that	that	SCONJ
ejif-3845	5	17	this	this	DET
ejif-3845	5	18	sentiment	sentiment	NOUN
ejif-3845	5	19	causes	cause	VERB
ejif-3845	5	20	the	the	DET
ejif-3845	5	21	volatility	volatility	NOUN
ejif-3845	5	22	and	and	CCONJ
ejif-3845	5	23	the	the	DET
ejif-3845	5	24	returns	return	NOUN
ejif-3845	5	25	of	of	ADP
ejif-3845	5	26	«	«	PUNCT
ejif-3845	5	27	bitcoin	bitcoin	X
ejif-3845	5	28	»	»	NOUN
ejif-3845	5	29	.	.	PUNCT
ejif-3845	6	1	the	the	DET
ejif-3845	6	2	results	result	NOUN
ejif-3845	6	3	show	show	VERB
ejif-3845	6	4	that	that	SCONJ
ejif-3845	6	5	,	,	PUNCT
ejif-3845	6	6	at	at	ADP
ejif-3845	6	7	a	a	DET
ejif-3845	6	8	first	first	ADJ
ejif-3845	6	9	-	-	PUNCT
ejif-3845	6	10	level	level	NOUN
ejif-3845	6	11	that	that	PRON
ejif-3845	6	12	twitter	twitter	VERB
ejif-3845	6	13	users	user	NOUN
ejif-3845	6	14	of	of	ADP
ejif-3845	6	15	the	the	DET
ejif-3845	6	16	word	word	NOUN
ejif-3845	6	17	«	«	PUNCT
ejif-3845	6	18	islamic	islamic	ADJ
ejif-3845	6	19	bitcoin	bitcoin	PROPN
ejif-3845	6	20	»	»	PUNCT
ejif-3845	6	21	improve	improve	VERB
ejif-3845	6	22	positive	positive	ADJ
ejif-3845	6	23	sentiment	sentiment	NOUN
ejif-3845	6	24	.	.	PUNCT
ejif-3845	7	1	secondly	secondly	ADV
ejif-3845	7	2	,	,	PUNCT
ejif-3845	7	3	the	the	DET
ejif-3845	7	4	twitter	twitter	NOUN
ejif-3845	7	5	sentiment	sentiment	NOUN
ejif-3845	7	6	measure	measure	NOUN
ejif-3845	7	7	has	have	VERB
ejif-3845	7	8	a	a	DET
ejif-3845	7	9	significant	significant	ADJ
ejif-3845	7	10	effect	effect	NOUN
ejif-3845	7	11	on	on	ADP
ejif-3845	7	12	lagged	lag	VERB
ejif-3845	7	13	bitcoin	bitcoin	ADJ
ejif-3845	7	14	returns	return	NOUN
ejif-3845	7	15	and	and	CCONJ
ejif-3845	7	16	volatility	volatility	NOUN
ejif-3845	7	17	.	.	PUNCT
ejif-3845	8	1	furthermore	furthermore	ADV
ejif-3845	8	2	,	,	PUNCT
ejif-3845	8	3	this	this	DET
ejif-3845	8	4	sentimental	sentimental	ADJ
ejif-3845	8	5	variable	variable	NOUN
ejif-3845	8	6	granger	granger	NOUN
ejif-3845	8	7	causes	cause	VERB
ejif-3845	8	8	bitcoin	bitcoin	ADJ
ejif-3845	8	9	returns	return	NOUN
ejif-3845	8	10	and	and	CCONJ
ejif-3845	8	11	volatility	volatility	NOUN
ejif-3845	8	12	.	.	PUNCT
ejif-3845	9	1	this	this	DET
ejif-3845	9	2	study	study	NOUN
ejif-3845	9	3	contributes	contribute	VERB
ejif-3845	9	4	to	to	ADP
ejif-3845	9	5	the	the	DET
ejif-3845	9	6	literature	literature	NOUN
ejif-3845	9	7	by	by	ADP
ejif-3845	9	8	studying	study	VERB
ejif-3845	9	9	the	the	DET
ejif-3845	9	10	influence	influence	NOUN
ejif-3845	9	11	of	of	ADP
ejif-3845	9	12	the	the	DET
ejif-3845	9	13	doctrinal	doctrinal	ADJ
ejif-3845	9	14	view	view	NOUN
ejif-3845	9	15	towards	towards	ADP
ejif-3845	9	16	bitcoin	bitcoin	NOUN
ejif-3845	9	17	on	on	ADP
ejif-3845	9	18	his	his	PRON
ejif-3845	9	19	prices	price	NOUN
ejif-3845	9	20	dynamics	dynamic	NOUN
ejif-3845	9	21	.	.	PUNCT
ejif-3845	10	1	knowing	know	VERB
ejif-3845	10	2	that	that	SCONJ
ejif-3845	10	3	bitcoin	bitcoin	NOUN
ejif-3845	10	4	is	be	AUX
ejif-3845	10	5	a	a	DET
ejif-3845	10	6	new	new	ADJ
ejif-3845	10	7	financial	financial	ADJ
ejif-3845	10	8	asset	asset	NOUN
ejif-3845	10	9	and	and	CCONJ
ejif-3845	10	10	there	there	PRON
ejif-3845	10	11	is	be	VERB
ejif-3845	10	12	a	a	DET
ejif-3845	10	13	large	large	ADJ
ejif-3845	10	14	debate	debate	NOUN
ejif-3845	10	15	on	on	ADP
ejif-3845	10	16	his	his	PRON
ejif-3845	10	17	compliance	compliance	NOUN
ejif-3845	10	18	with	with	ADP
ejif-3845	10	19	shariah	shariah	PROPN
ejif-3845	10	20	keywords	keywords	PROPN
ejif-3845	10	21	-	-	PUNCT
ejif-3845	10	22	component	component	NOUN
ejif-3845	10	23	;	;	PUNCT
ejif-3845	10	24	bitcoin	bitcoin	NOUN
ejif-3845	10	25	,	,	PUNCT
ejif-3845	10	26	microblogging	microblogging	NOUN
ejif-3845	10	27	,	,	PUNCT
ejif-3845	10	28	sentiment	sentiment	NOUN
ejif-3845	10	29	analysis	analysis	NOUN
ejif-3845	10	30	,	,	PUNCT
ejif-3845	10	31	text	text	NOUN
ejif-3845	10	32	minig	minig	NOUN
ejif-3845	10	33	,	,	PUNCT
ejif-3845	10	34	islamic	islamic	ADJ
ejif-3845	10	35	finance	finance	NOUN
ejif-3845	10	36	.	.	PUNCT
ejif-3845	11	1	i.	i.	PROPN
ejif-3845	11	2	introduction	introduction	NOUN
ejif-3845	11	3	the	the	DET
ejif-3845	11	4	development	development	NOUN
ejif-3845	11	5	of	of	ADP
ejif-3845	11	6	information	information	NOUN
ejif-3845	11	7	technology	technology	NOUN
ejif-3845	11	8	over	over	ADP
ejif-3845	11	9	the	the	DET
ejif-3845	11	10	past	past	ADJ
ejif-3845	11	11	two	two	NUM
ejif-3845	11	12	decades	decade	NOUN
ejif-3845	11	13	has	have	AUX
ejif-3845	11	14	changed	change	VERB
ejif-3845	11	15	the	the	DET
ejif-3845	11	16	ways	way	NOUN
ejif-3845	11	17	of	of	ADP
ejif-3845	11	18	generating	generating	NOUN
ejif-3845	11	19	,	,	PUNCT
ejif-3845	11	20	processing	processing	NOUN
ejif-3845	11	21	and	and	CCONJ
ejif-3845	11	22	transmitting	transmit	VERB
ejif-3845	11	23	information	information	NOUN
ejif-3845	11	24	and	and	CCONJ
ejif-3845	11	25	thus	thus	ADV
ejif-3845	11	26	profoundly	profoundly	ADV
ejif-3845	11	27	influenced	influence	VERB
ejif-3845	11	28	the	the	DET
ejif-3845	11	29	asset	asset	NOUN
ejif-3845	11	30	prices	price	NOUN
ejif-3845	11	31	in	in	ADP
ejif-3845	11	32	capital	capital	NOUN
ejif-3845	11	33	markets	market	NOUN
ejif-3845	11	34	.	.	PUNCT
ejif-3845	12	1	a	a	DET
ejif-3845	12	2	huge	huge	ADJ
ejif-3845	12	3	volume	volume	NOUN
ejif-3845	12	4	of	of	ADP
ejif-3845	12	5	searches	search	NOUN
ejif-3845	12	6	,	,	PUNCT
ejif-3845	12	7	news	news	NOUN
ejif-3845	12	8	,	,	PUNCT
ejif-3845	12	9	comments	comment	NOUN
ejif-3845	12	10	and	and	CCONJ
ejif-3845	12	11	recommendations	recommendation	NOUN
ejif-3845	12	12	are	be	AUX
ejif-3845	12	13	generated	generate	VERB
ejif-3845	12	14	daily	daily	ADV
ejif-3845	12	15	on	on	ADP
ejif-3845	12	16	social	social	ADJ
ejif-3845	12	17	media	medium	NOUN
ejif-3845	12	18	,	,	PUNCT
ejif-3845	12	19	from	from	ADP
ejif-3845	12	20	which	which	PRON
ejif-3845	12	21	behavioral	behavioral	ADJ
ejif-3845	12	22	economics	economic	NOUN
ejif-3845	12	23	researchers	researcher	NOUN
ejif-3845	12	24	extract	extract	VERB
ejif-3845	12	25	proxies	proxy	NOUN
ejif-3845	12	26	reflecting	reflect	VERB
ejif-3845	12	27	investor	investor	NOUN
ejif-3845	12	28	sentiment	sentiment	NOUN
ejif-3845	12	29	.	.	PUNCT
ejif-3845	13	1	in	in	ADP
ejif-3845	13	2	particular	particular	ADJ
ejif-3845	13	3	,	,	PUNCT
ejif-3845	13	4	bitcoin	bitcoin	PROPN
ejif-3845	13	5	gained	gain	VERB
ejif-3845	13	6	increasing	increase	VERB
ejif-3845	13	7	media	medium	NOUN
ejif-3845	13	8	attention	attention	NOUN
ejif-3845	13	9	in	in	ADP
ejif-3845	13	10	social	social	ADJ
ejif-3845	13	11	networks	network	NOUN
ejif-3845	13	12	.	.	PUNCT
ejif-3845	14	1	bitcoin	bitcoin	PROPN
ejif-3845	14	2	is	be	AUX
ejif-3845	14	3	a	a	DET
ejif-3845	14	4	form	form	NOUN
ejif-3845	14	5	of	of	ADP
ejif-3845	14	6	cryptocurrency	cryptocurrency	NOUN
ejif-3845	14	7	introduced	introduce	VERB
ejif-3845	14	8	by	by	ADP
ejif-3845	14	9	nakamoto	nakamoto	NOUN
ejif-3845	14	10	(	(	PUNCT
ejif-3845	14	11	2008	2008	NUM
ejif-3845	14	12	)	)	PUNCT
ejif-3845	14	13	.	.	PUNCT
ejif-3845	15	1	it	it	PRON
ejif-3845	15	2	is	be	AUX
ejif-3845	15	3	a	a	DET
ejif-3845	15	4	payment	payment	NOUN
ejif-3845	15	5	system	system	NOUN
ejif-3845	15	6	based	base	VERB
ejif-3845	15	7	on	on	ADP
ejif-3845	15	8	blockchain	blockchain	PROPN
ejif-3845	15	9	.	.	PUNCT
ejif-3845	16	1	muslim	muslim	PROPN
ejif-3845	16	2	people	people	NOUN
ejif-3845	16	3	occupy	occupy	VERB
ejif-3845	16	4	an	an	DET
ejif-3845	16	5	important	important	ADJ
ejif-3845	16	6	space	space	NOUN
ejif-3845	16	7	from	from	ADP
ejif-3845	16	8	the	the	DET
ejif-3845	16	9	world	world	NOUN
ejif-3845	16	10	.	.	PUNCT
ejif-3845	17	1	they	they	PRON
ejif-3845	17	2	present	present	VERB
ejif-3845	17	3	over	over	ADP
ejif-3845	17	4	than	than	ADP
ejif-3845	17	5	23,4	23,4	NUM
ejif-3845	17	6	%	%	NOUN
ejif-3845	17	7	from	from	ADP
ejif-3845	17	8	all	all	DET
ejif-3845	17	9	the	the	DET
ejif-3845	17	10	world	world	NOUN
ejif-3845	17	11	in	in	ADP
ejif-3845	17	12	2011	2011	NUM
ejif-3845	17	13	.	.	PUNCT
ejif-3845	18	1	some	some	PRON
ejif-3845	18	2	of	of	ADP
ejif-3845	18	3	them	they	PRON
ejif-3845	18	4	which	which	PRON
ejif-3845	18	5	are	be	AUX
ejif-3845	18	6	looking	look	VERB
ejif-3845	18	7	for	for	ADP
ejif-3845	18	8	satisfying	satisfy	VERB
ejif-3845	18	9	their	their	PRON
ejif-3845	18	10	religious	religious	ADJ
ejif-3845	18	11	needs	need	NOUN
ejif-3845	18	12	are	be	AUX
ejif-3845	18	13	focusing	focus	VERB
ejif-3845	18	14	on	on	ADP
ejif-3845	18	15	the	the	DET
ejif-3845	18	16	sharia	sharia	PROPN
ejif-3845	18	17	compatible	compatible	ADJ
ejif-3845	18	18	degree	degree	NOUN
ejif-3845	18	19	of	of	ADP
ejif-3845	18	20	the	the	DET
ejif-3845	18	21	bitcoin	bitcoin	NOUN
ejif-3845	18	22	[	[	X
ejif-3845	18	23	1	1	NUM
ejif-3845	18	24	]	]	PUNCT
ejif-3845	18	25	.	.	PUNCT
ejif-3845	19	1	many	many	ADJ
ejif-3845	19	2	studies	study	NOUN
ejif-3845	19	3	have	have	AUX
ejif-3845	19	4	focused	focus	VERB
ejif-3845	19	5	on	on	ADP
ejif-3845	19	6	studying	study	VERB
ejif-3845	19	7	the	the	DET
ejif-3845	19	8	muslim	muslim	ADJ
ejif-3845	19	9	psychology	psychology	NOUN
ejif-3845	20	1	[	[	X
ejif-3845	20	2	2	2	NUM
ejif-3845	20	3	]	]	PUNCT
ejif-3845	20	4	and	and	CCONJ
ejif-3845	20	5	the	the	DET
ejif-3845	20	6	islamic	islamic	ADJ
ejif-3845	20	7	market	market	NOUN
ejif-3845	21	1	[	[	X
ejif-3845	21	2	3][4	3][4	X
ejif-3845	21	3	]	]	X
ejif-3845	22	1	[	[	X
ejif-3845	22	2	5	5	NUM
ejif-3845	22	3	]	]	PUNCT
ejif-3845	22	4	.	.	PUNCT
ejif-3845	23	1	in	in	ADP
ejif-3845	23	2	order	order	NOUN
ejif-3845	23	3	to	to	PART
ejif-3845	23	4	measure	measure	VERB
ejif-3845	23	5	investor	investor	NOUN
ejif-3845	23	6	sentiment	sentiment	NOUN
ejif-3845	23	7	,	,	PUNCT
ejif-3845	23	8	empiricists	empiricists	AUX
ejif-3845	23	9	use	use	VERB
ejif-3845	23	10	sentiment	sentiment	NOUN
ejif-3845	23	11	analysis	analysis	NOUN
ejif-3845	23	12	approach	approach	NOUN
ejif-3845	23	13	which	which	PRON
ejif-3845	23	14	is	be	AUX
ejif-3845	23	15	a	a	DET
ejif-3845	23	16	process	process	NOUN
ejif-3845	23	17	of	of	ADP
ejif-3845	23	18	detecting	detect	VERB
ejif-3845	23	19	the	the	DET
ejif-3845	23	20	contextual	contextual	ADJ
ejif-3845	23	21	polarity	polarity	NOUN
ejif-3845	23	22	of	of	ADP
ejif-3845	23	23	the	the	DET
ejif-3845	23	24	text	text	NOUN
ejif-3845	23	25	.	.	PUNCT
ejif-3845	24	1	it	it	PRON
ejif-3845	24	2	determines	determine	VERB
ejif-3845	24	3	whether	whether	SCONJ
ejif-3845	24	4	a	a	DET
ejif-3845	24	5	given	give	VERB
ejif-3845	24	6	text	text	NOUN
ejif-3845	24	7	is	be	AUX
ejif-3845	24	8	positive	positive	ADJ
ejif-3845	24	9	,	,	PUNCT
ejif-3845	24	10	negative	negative	ADJ
ejif-3845	24	11	or	or	CCONJ
ejif-3845	24	12	neutral	neutral	ADJ
ejif-3845	24	13	.	.	PUNCT
ejif-3845	25	1	in	in	ADP
ejif-3845	25	2	this	this	DET
ejif-3845	25	3	analysis	analysis	NOUN
ejif-3845	25	4	,	,	PUNCT
ejif-3845	25	5	the	the	DET
ejif-3845	25	6	opinions	opinion	NOUN
ejif-3845	25	7	about	about	ADP
ejif-3845	25	8	«	«	PUNCT
ejif-3845	25	9	bitcoin	bitcoin	NOUN
ejif-3845	25	10	»	»	PUNCT
ejif-3845	25	11	combined	combine	VERB
ejif-3845	25	12	to	to	ADP
ejif-3845	25	13	«	«	PUNCT
ejif-3845	25	14	islam	islam	PROPN
ejif-3845	25	15	»	»	PUNCT
ejif-3845	25	16	are	be	AUX
ejif-3845	25	17	collected	collect	VERB
ejif-3845	25	18	from	from	ADP
ejif-3845	25	19	the	the	DET
ejif-3845	25	20	users	user	NOUN
ejif-3845	25	21	of	of	ADP
ejif-3845	25	22	different	different	ADJ
ejif-3845	25	23	social	social	ADJ
ejif-3845	25	24	media	medium	NOUN
ejif-3845	25	25	and	and	CCONJ
ejif-3845	25	26	classified	classify	VERB
ejif-3845	25	27	by	by	ADP
ejif-3845	25	28	their	their	PRON
ejif-3845	25	29	polarity	polarity	NOUN
ejif-3845	25	30	.	.	PUNCT
ejif-3845	26	1	furthermore	furthermore	ADV
ejif-3845	26	2	,	,	PUNCT
ejif-3845	26	3	behavioural	behavioural	ADJ
ejif-3845	26	4	science	science	NOUN
ejif-3845	26	5	uses	use	VERB
ejif-3845	26	6	search	search	NOUN
ejif-3845	26	7	query	query	NOUN
ejif-3845	26	8	data	datum	NOUN
ejif-3845	26	9	to	to	PART
ejif-3845	26	10	analyze	analyze	VERB
ejif-3845	26	11	the	the	DET
ejif-3845	26	12	degree	degree	NOUN
ejif-3845	26	13	of	of	ADP
ejif-3845	26	14	users	user	NOUN
ejif-3845	26	15	’	’	PART
ejif-3845	26	16	attention	attention	NOUN
ejif-3845	26	17	towards	towards	ADP
ejif-3845	26	18	these	these	DET
ejif-3845	26	19	terms	term	NOUN
ejif-3845	26	20	.	.	PUNCT
ejif-3845	27	1	in	in	ADP
ejif-3845	27	2	fact	fact	NOUN
ejif-3845	27	3	,	,	PUNCT
ejif-3845	27	4	it	it	PRON
ejif-3845	27	5	constitutes	constitute	VERB
ejif-3845	27	6	a	a	DET
ejif-3845	27	7	mean	mean	NOUN
ejif-3845	27	8	of	of	ADP
ejif-3845	27	9	sentiment	sentiment	NOUN
ejif-3845	27	10	analysis	analysis	NOUN
ejif-3845	27	11	.	.	PUNCT
ejif-3845	28	1	in	in	ADP
ejif-3845	28	2	this	this	DET
ejif-3845	28	3	paper	paper	NOUN
ejif-3845	28	4	,	,	PUNCT
ejif-3845	28	5	we	we	PRON
ejif-3845	28	6	propose	propose	VERB
ejif-3845	28	7	a	a	DET
ejif-3845	28	8	semantic	semantic	ADJ
ejif-3845	28	9	approach	approach	NOUN
ejif-3845	28	10	to	to	PART
ejif-3845	28	11	discover	discover	VERB
ejif-3845	28	12	user	user	NOUN
ejif-3845	28	13	attitude	attitude	NOUN
ejif-3845	28	14	and	and	CCONJ
ejif-3845	28	15	business	business	NOUN
ejif-3845	28	16	insights	insight	NOUN
ejif-3845	28	17	from	from	ADP
ejif-3845	28	18	social	social	ADJ
ejif-3845	28	19	media	medium	NOUN
ejif-3845	28	20	and	and	CCONJ
ejif-3845	28	21	web	web	NOUN
ejif-3845	28	22	users	user	NOUN
ejif-3845	28	23	.	.	PUNCT
ejif-3845	29	1	for	for	ADP
ejif-3845	29	2	this	this	DET
ejif-3845	29	3	purpose	purpose	NOUN
ejif-3845	29	4	,	,	PUNCT
ejif-3845	29	5	we	we	PRON
ejif-3845	29	6	will	will	AUX
ejif-3845	29	7	first	first	ADV
ejif-3845	29	8	give	give	VERB
ejif-3845	29	9	brief	brief	ADJ
ejif-3845	29	10	literature	literature	NOUN
ejif-3845	29	11	in	in	ADP
ejif-3845	29	12	section1	section1	PROPN
ejif-3845	29	13	.	.	PUNCT
ejif-3845	30	1	then	then	ADV
ejif-3845	30	2	,	,	PUNCT
ejif-3845	30	3	in	in	ADP
ejif-3845	30	4	the	the	DET
ejif-3845	30	5	second	second	ADJ
ejif-3845	30	6	section	section	NOUN
ejif-3845	30	7	,	,	PUNCT
ejif-3845	30	8	we	we	PRON
ejif-3845	30	9	will	will	AUX
ejif-3845	30	10	try	try	VERB
ejif-3845	30	11	to	to	PART
ejif-3845	30	12	visualize	visualize	VERB
ejif-3845	30	13	the	the	DET
ejif-3845	30	14	attention	attention	NOUN
ejif-3845	30	15	of	of	ADP
ejif-3845	30	16	internet	internet	NOUN
ejif-3845	30	17	users	user	NOUN
ejif-3845	30	18	of	of	ADP
ejif-3845	30	19	the	the	DET
ejif-3845	30	20	word	word	NOUN
ejif-3845	30	21	«	«	PUNCT
ejif-3845	30	22	bitcoin	bitcoin	NOUN
ejif-3845	30	23	»	»	PUNCT
ejif-3845	30	24	in	in	ADP
ejif-3845	30	25	the	the	DET
ejif-3845	30	26	context	context	NOUN
ejif-3845	30	27	of	of	ADP
ejif-3845	30	28	religions	religion	NOUN
ejif-3845	30	29	and	and	CCONJ
ejif-3845	30	30	beliefs	belief	NOUN
ejif-3845	30	31	by	by	ADP
ejif-3845	30	32	means	mean	NOUN
ejif-3845	30	33	of	of	ADP
ejif-3845	30	34	«	«	PUNCT
ejif-3845	30	35	google	google	PROPN
ejif-3845	30	36	trends	trend	NOUN
ejif-3845	30	37	»	»	X
ejif-3845	30	38	.	.	PUNCT
ejif-3845	31	1	in	in	ADP
ejif-3845	31	2	the	the	DET
ejif-3845	31	3	third	third	ADJ
ejif-3845	31	4	section	section	NOUN
ejif-3845	31	5	,	,	PUNCT
ejif-3845	31	6	we	we	PRON
ejif-3845	31	7	will	will	AUX
ejif-3845	31	8	focus	focus	VERB
ejif-3845	31	9	on	on	ADP
ejif-3845	31	10	the	the	DET
ejif-3845	31	11	twitter	twitter	NOUN
ejif-3845	31	12	user	user	NOUN
ejif-3845	31	13	’s	’s	PART
ejif-3845	31	14	emotion	emotion	NOUN
ejif-3845	31	15	and	and	CCONJ
ejif-3845	31	16	polarity	polarity	NOUN
ejif-3845	31	17	who	who	PRON
ejif-3845	31	18	interact	interact	VERB
ejif-3845	31	19	around	around	ADP
ejif-3845	31	20	the	the	DET
ejif-3845	31	21	subject	subject	NOUN
ejif-3845	31	22	«	«	PUNCT
ejif-3845	31	23	bitcoin	bitcoin	ADJ
ejif-3845	31	24	»	»	PUNCT
ejif-3845	31	25	in	in	ADP
ejif-3845	31	26	islamic	islamic	ADJ
ejif-3845	31	27	doctrine	doctrine	NOUN
ejif-3845	31	28	.	.	PUNCT
ejif-3845	32	1	a	a	DET
ejif-3845	32	2	measure	measure	NOUN
ejif-3845	32	3	of	of	ADP
ejif-3845	32	4	sentiment	sentiment	NOUN
ejif-3845	32	5	will	will	AUX
ejif-3845	32	6	be	be	AUX
ejif-3845	32	7	associated	associate	VERB
ejif-3845	32	8	with	with	ADP
ejif-3845	32	9	this	this	DET
ejif-3845	32	10	category	category	NOUN
ejif-3845	32	11	of	of	ADP
ejif-3845	32	12	twitter	twitter	NOUN
ejif-3845	32	13	users	user	NOUN
ejif-3845	32	14	.	.	PUNCT
ejif-3845	33	1	this	this	DET
ejif-3845	33	2	sentiment	sentiment	NOUN
ejif-3845	33	3	will	will	AUX
ejif-3845	33	4	be	be	AUX
ejif-3845	33	5	used	use	VERB
ejif-3845	33	6	to	to	PART
ejif-3845	33	7	test	test	VERB
ejif-3845	33	8	our	our	PRON
ejif-3845	33	9	hypothesis	hypothesis	NOUN
ejif-3845	33	10	of	of	ADP
ejif-3845	33	11	the	the	DET
ejif-3845	33	12	existence	existence	NOUN
ejif-3845	33	13	effect	effect	NOUN
ejif-3845	33	14	caused	cause	VERB
ejif-3845	33	15	by	by	ADP
ejif-3845	33	16	this	this	DET
ejif-3845	33	17	sentiment	sentiment	NOUN
ejif-3845	33	18	.	.	PUNCT
ejif-3845	34	1	this	this	DET
ejif-3845	34	2	methodology	methodology	NOUN
ejif-3845	34	3	will	will	AUX
ejif-3845	34	4	be	be	AUX
ejif-3845	34	5	explained	explain	VERB
ejif-3845	34	6	in	in	ADP
ejif-3845	34	7	section	section	NOUN
ejif-3845	34	8	4	4	NUM
ejif-3845	34	9	.	.	PUNCT
ejif-3845	35	1	the	the	DET
ejif-3845	35	2	results	result	NOUN
ejif-3845	35	3	will	will	AUX
ejif-3845	35	4	be	be	AUX
ejif-3845	35	5	discussed	discuss	VERB
ejif-3845	35	6	in	in	ADP
ejif-3845	35	7	section	section	NOUN
ejif-3845	35	8	5	5	NUM
ejif-3845	35	9	.	.	PUNCT
ejif-3845	36	1	finally	finally	ADV
ejif-3845	36	2	,	,	PUNCT
ejif-3845	36	3	we	we	PRON
ejif-3845	36	4	will	will	AUX
ejif-3845	36	5	conclude	conclude	VERB
ejif-3845	36	6	by	by	ADP
ejif-3845	36	7	some	some	DET
ejif-3845	36	8	remarks	remark	NOUN
ejif-3845	36	9	.	.	PUNCT
ejif-3845	37	1	ii	ii	X
ejif-3845	37	2	.	.	PUNCT
ejif-3845	37	3	literature	literature	PROPN
ejif-3845	37	4	review	review	PROPN
ejif-3845	37	5	and	and	CCONJ
ejif-3845	37	6	hypothesis	hypothesis	NOUN
ejif-3845	37	7	development	development	NOUN
ejif-3845	37	8	actually	actually	ADV
ejif-3845	37	9	,	,	PUNCT
ejif-3845	37	10	many	many	ADJ
ejif-3845	37	11	studies	study	NOUN
ejif-3845	37	12	using	use	VERB
ejif-3845	37	13	google	google	PROPN
ejif-3845	37	14	trends	trend	NOUN
ejif-3845	37	15	have	have	AUX
ejif-3845	37	16	demonstrated	demonstrate	VERB
ejif-3845	37	17	several	several	ADJ
ejif-3845	37	18	examples	example	NOUN
ejif-3845	37	19	of	of	ADP
ejif-3845	37	20	how	how	SCONJ
ejif-3845	37	21	the	the	DET
ejif-3845	37	22	search	search	NOUN
ejif-3845	37	23	volume	volume	NOUN
ejif-3845	37	24	for	for	ADP
ejif-3845	37	25	keywords	keyword	NOUN
ejif-3845	37	26	coincides	coincide	VERB
ejif-3845	37	27	with	with	ADP
ejif-3845	37	28	as	as	ADV
ejif-3845	37	29	many	many	ADJ
ejif-3845	37	30	patterns	pattern	NOUN
ejif-3845	37	31	showing	show	VERB
ejif-3845	37	32	how	how	SCONJ
ejif-3845	37	33	these	these	DET
ejif-3845	37	34	kinds	kind	NOUN
ejif-3845	37	35	of	of	ADP
ejif-3845	37	36	correlation	correlation	NOUN
ejif-3845	37	37	hold	hold	NOUN
ejif-3845	37	38	for	for	ADP
ejif-3845	37	39	many	many	ADJ
ejif-3845	37	40	local	local	ADJ
ejif-3845	37	41	phenomena	phenomenon	NOUN
ejif-3845	37	42	.	.	PUNCT
ejif-3845	38	1	for	for	ADP
ejif-3845	38	2	instance	instance	NOUN
ejif-3845	38	3	,	,	PUNCT
ejif-3845	38	4	it	it	PRON
ejif-3845	38	5	seems	seem	VERB
ejif-3845	38	6	that	that	SCONJ
ejif-3845	38	7	media	medium	NOUN
ejif-3845	38	8	providers	provider	NOUN
ejif-3845	38	9	and	and	CCONJ
ejif-3845	38	10	policymakers	policymaker	NOUN
ejif-3845	38	11	are	be	AUX
ejif-3845	38	12	interested	interested	ADJ
ejif-3845	38	13	in	in	ADP
ejif-3845	38	14	looking	look	VERB
ejif-3845	38	15	at	at	ADP
ejif-3845	38	16	google	google	PROPN
ejif-3845	38	17	trends	trend	NOUN
ejif-3845	38	18	in	in	ADP
ejif-3845	38	19	order	order	NOUN
ejif-3845	38	20	to	to	PART
ejif-3845	38	21	determine	determine	VERB
ejif-3845	38	22	the	the	DET
ejif-3845	38	23	hot	hot	ADJ
ejif-3845	38	24	topics	topic	NOUN
ejif-3845	38	25	for	for	ADP
ejif-3845	38	26	their	their	PRON
ejif-3845	38	27	editorial	editorial	ADJ
ejif-3845	38	28	content	content	NOUN
ejif-3845	38	29	.	.	PUNCT
ejif-3845	39	1	as	as	ADP
ejif-3845	39	2	an	an	DET
ejif-3845	39	3	example	example	NOUN
ejif-3845	39	4	,	,	PUNCT
ejif-3845	39	5	we	we	PRON
ejif-3845	39	6	can	can	AUX
ejif-3845	39	7	take	take	VERB
ejif-3845	39	8	a	a	DET
ejif-3845	39	9	look	look	NOUN
ejif-3845	39	10	on	on	ADP
ejif-3845	39	11	the	the	DET
ejif-3845	39	12	case	case	NOUN
ejif-3845	39	13	of	of	ADP
ejif-3845	39	14	a	a	DET
ejif-3845	39	15	popular	popular	ADJ
ejif-3845	39	16	political	political	ADJ
ejif-3845	39	17	site	site	NOUN
ejif-3845	39	18	which	which	PRON
ejif-3845	39	19	could	could	AUX
ejif-3845	39	20	benefit	benefit	VERB
ejif-3845	39	21	by	by	ADP
ejif-3845	39	22	looking	look	VERB
ejif-3845	39	23	at	at	ADP
ejif-3845	39	24	the	the	DET
ejif-3845	39	25	current	current	ADJ
ejif-3845	39	26	hot	hot	ADJ
ejif-3845	39	27	queries	query	NOUN
ejif-3845	39	28	and	and	CCONJ
ejif-3845	39	29	,	,	PUNCT
ejif-3845	39	30	consequently	consequently	ADV
ejif-3845	39	31	,	,	PUNCT
ejif-3845	39	32	writing	write	VERB
ejif-3845	39	33	down	down	ADP
ejif-3845	39	34	a	a	DET
ejif-3845	39	35	post	post	NOUN
ejif-3845	39	36	on	on	ADP
ejif-3845	39	37	the	the	DET
ejif-3845	39	38	site	site	NOUN
ejif-3845	39	39	containing	contain	VERB
ejif-3845	39	40	focused	focus	VERB
ejif-3845	39	41	keywords	keyword	NOUN
ejif-3845	39	42	so	so	SCONJ
ejif-3845	39	43	that	that	SCONJ
ejif-3845	39	44	google	google	PROPN
ejif-3845	39	45	can	can	AUX
ejif-3845	39	46	quickly	quickly	ADV
ejif-3845	39	47	index	index	VERB
ejif-3845	39	48	the	the	DET
ejif-3845	39	49	post	post	NOUN
ejif-3845	39	50	.	.	PUNCT
ejif-3845	40	1	these	these	DET
ejif-3845	40	2	examples	example	NOUN
ejif-3845	40	3	are	be	AUX
ejif-3845	40	4	just	just	ADV
ejif-3845	40	5	some	some	PRON
ejif-3845	40	6	of	of	ADP
ejif-3845	40	7	the	the	DET
ejif-3845	40	8	many	many	ADJ
ejif-3845	40	9	strategies	strategy	NOUN
ejif-3845	40	10	adopted	adopt	VERB
ejif-3845	40	11	by	by	ADP
ejif-3845	40	12	seo	seo	NOUN
ejif-3845	40	13	practitioners	practitioner	NOUN
ejif-3845	40	14	(	(	PUNCT
ejif-3845	40	15	yun	yun	PROPN
ejif-3845	40	16	et	et	PROPN
ejif-3845	40	17	al	al	PROPN
ejif-3845	40	18	.	.	PROPN
ejif-3845	40	19	)	)	PUNCT
ejif-3845	40	20	.	.	PUNCT
ejif-3845	41	1	the	the	DET
ejif-3845	41	2	high	high	ADJ
ejif-3845	41	3	penetration	penetration	NOUN
ejif-3845	41	4	rate	rate	NOUN
ejif-3845	41	5	of	of	ADP
ejif-3845	41	6	the	the	DET
ejif-3845	41	7	internet	internet	NOUN
ejif-3845	41	8	[	[	X
ejif-3845	41	9	6	6	NUM
ejif-3845	41	10	]	]	PUNCT
ejif-3845	41	11	is	be	AUX
ejif-3845	41	12	not	not	PART
ejif-3845	41	13	sufficient	sufficient	ADJ
ejif-3845	41	14	to	to	PART
ejif-3845	41	15	be	be	AUX
ejif-3845	41	16	representative	representative	NOUN
ejif-3845	41	17	of	of	ADP
ejif-3845	41	18	the	the	DET
ejif-3845	41	19	entire	entire	ADJ
ejif-3845	41	20	population	population	NOUN
ejif-3845	41	21	.	.	PUNCT
ejif-3845	42	1	in	in	ADP
ejif-3845	42	2	our	our	PRON
ejif-3845	42	3	case	case	NOUN
ejif-3845	42	4	,	,	PUNCT
ejif-3845	42	5	we	we	PRON
ejif-3845	42	6	are	be	AUX
ejif-3845	42	7	interested	interested	ADJ
ejif-3845	42	8	especially	especially	ADV
ejif-3845	42	9	on	on	ADP
ejif-3845	42	10	the	the	DET
ejif-3845	42	11	effect	effect	NOUN
ejif-3845	42	12	on	on	ADP
ejif-3845	42	13	financial	financial	ADJ
ejif-3845	42	14	markets	market	NOUN
ejif-3845	42	15	,	,	PUNCT
ejif-3845	42	16	traders	trader	NOUN
ejif-3845	42	17	and	and	CCONJ
ejif-3845	42	18	policy	policy	NOUN
ejif-3845	42	19	maker	maker	NOUN
ejif-3845	42	20	’s	’s	PART
ejif-3845	42	21	decisions	decision	NOUN
ejif-3845	42	22	.	.	PUNCT
ejif-3845	43	1	furthermore	furthermore	ADV
ejif-3845	43	2	,	,	PUNCT
ejif-3845	43	3	we	we	PRON
ejif-3845	43	4	mnif	mnif	AUX
ejif-3845	43	5	emna	emna	VERB
ejif-3845	43	6	,	,	PUNCT
ejif-3845	43	7	jarboui	jarboui	PROPN
ejif-3845	43	8	anis	anis	PROPN
ejif-3845	43	9	ejif	ejif	PROPN
ejif-3845	43	10	–	–	PUNCT
ejif-3845	43	11	european	european	PROPN
ejif-3845	43	12	journal	journal	PROPN
ejif-3845	43	13	of	of	ADP
ejif-3845	43	14	islamic	islamic	PROPN
ejif-3845	43	15	finance	finance	PROPN
ejif-3845	43	16	second	second	ADJ
ejif-3845	43	17	special	special	ADJ
ejif-3845	43	18	issue	issue	NOUN
ejif-3845	43	19	for	for	ADP
ejif-3845	43	20	ejif	ejif	PROPN
ejif-3845	43	21	workshop	workshop	PROPN
ejif-3845	43	22	http://www.ojs.unito.it/index.php/ejif	http://www.ojs.unito.it/index.php/ejif	PROPN
ejif-3845	43	23	issn	issn	PROPN
ejif-3845	43	24	2421	2421	NUM
ejif-3845	43	25	-	-	SYM
ejif-3845	43	26	2172	2172	NUM
ejif-3845	43	27	2	2	NUM
ejif-3845	43	28	consider	consider	VERB
ejif-3845	43	29	the	the	DET
ejif-3845	43	30	fact	fact	NOUN
ejif-3845	43	31	that	that	SCONJ
ejif-3845	43	32	active	active	ADJ
ejif-3845	43	33	users	user	NOUN
ejif-3845	43	34	issue	issue	VERB
ejif-3845	43	35	more	more	ADJ
ejif-3845	43	36	queries	query	NOUN
ejif-3845	43	37	than	than	ADP
ejif-3845	43	38	less	less	ADV
ejif-3845	43	39	active	active	ADJ
ejif-3845	43	40	ones	one	NOUN
ejif-3845	43	41	,	,	PUNCT
ejif-3845	43	42	with	with	ADP
ejif-3845	43	43	the	the	DET
ejif-3845	43	44	consequence	consequence	NOUN
ejif-3845	43	45	of	of	ADP
ejif-3845	43	46	blinding	blind	VERB
ejif-3845	43	47	the	the	DET
ejif-3845	43	48	weight	weight	NOUN
ejif-3845	43	49	carried	carry	VERB
ejif-3845	43	50	by	by	ADP
ejif-3845	43	51	each	each	DET
ejif-3845	43	52	user	user	NOUN
ejif-3845	43	53	in	in	ADP
ejif-3845	43	54	creating	create	VERB
ejif-3845	43	55	the	the	DET
ejif-3845	43	56	aggregated	aggregate	VERB
ejif-3845	43	57	queries	query	NOUN
ejif-3845	43	58	.	.	PUNCT
ejif-3845	44	1	accordingly	accordingly	ADV
ejif-3845	44	2	,	,	PUNCT
ejif-3845	44	3	many	many	ADJ
ejif-3845	44	4	other	other	ADJ
ejif-3845	44	5	researchers	researcher	NOUN
ejif-3845	44	6	focused	focus	VERB
ejif-3845	44	7	on	on	ADP
ejif-3845	44	8	the	the	DET
ejif-3845	44	9	validity	validity	NOUN
ejif-3845	44	10	of	of	ADP
ejif-3845	44	11	search	search	NOUN
ejif-3845	44	12	queries	query	NOUN
ejif-3845	44	13	as	as	ADP
ejif-3845	44	14	potential	potential	ADJ
ejif-3845	44	15	indicators	indicator	NOUN
ejif-3845	44	16	of	of	ADP
ejif-3845	44	17	public	public	ADJ
ejif-3845	44	18	opinion	opinion	NOUN
ejif-3845	44	19	[	[	X
ejif-3845	44	20	7	7	NUM
ejif-3845	44	21	]	]	PUNCT
ejif-3845	44	22	.	.	PUNCT
ejif-3845	45	1	more	more	ADV
ejif-3845	45	2	optimistically	optimistically	ADV
ejif-3845	45	3	,	,	PUNCT
ejif-3845	45	4	others	other	NOUN
ejif-3845	45	5	have	have	AUX
ejif-3845	45	6	argued	argue	VERB
ejif-3845	45	7	for	for	ADP
ejif-3845	45	8	predictive	predictive	ADJ
ejif-3845	45	9	models	model	NOUN
ejif-3845	45	10	based	base	VERB
ejif-3845	45	11	on	on	ADP
ejif-3845	45	12	search	search	NOUN
ejif-3845	45	13	query	query	NOUN
ejif-3845	45	14	data	datum	NOUN
ejif-3845	45	15	(	(	PUNCT
ejif-3845	45	16	varian	varian	NOUN
ejif-3845	45	17	and	and	CCONJ
ejif-3845	45	18	hal	hal	PROPN
ejif-3845	45	19	,	,	PUNCT
ejif-3845	45	20	2015	2015	NUM
ejif-3845	45	21	)	)	PUNCT
ejif-3845	45	22	and	and	CCONJ
ejif-3845	45	23	social	social	ADJ
ejif-3845	45	24	media	medium	NOUN
ejif-3845	45	25	sentiments	sentiment	NOUN
ejif-3845	45	26	data	datum	NOUN
ejif-3845	45	27	(	(	PUNCT
ejif-3845	45	28	ruths	ruth	NOUN
ejif-3845	45	29	et	et	PROPN
ejif-3845	45	30	al	al	PROPN
ejif-3845	45	31	.	.	PROPN
ejif-3845	45	32	,	,	PUNCT
ejif-3845	45	33	2014	2014	NUM
ejif-3845	45	34	)	)	PUNCT
ejif-3845	45	35	and	and	CCONJ
ejif-3845	45	36	(	(	PUNCT
ejif-3845	45	37	asur	asur	PROPN
ejif-3845	45	38	,	,	PUNCT
ejif-3845	45	39	2010	2010	NUM
ejif-3845	45	40	)	)	PUNCT
ejif-3845	45	41	.	.	PUNCT
ejif-3845	46	1	as	as	ADP
ejif-3845	46	2	for	for	ADP
ejif-3845	46	3	[	[	X
ejif-3845	46	4	7	7	X
ejif-3845	46	5	]	]	X
ejif-3845	46	6	the	the	DET
ejif-3845	46	7	views	view	NOUN
ejif-3845	46	8	expressed	express	VERB
ejif-3845	46	9	in	in	ADP
ejif-3845	46	10	polls	poll	NOUN
ejif-3845	46	11	are	be	AUX
ejif-3845	46	12	solicited	solicit	VERB
ejif-3845	46	13	because	because	SCONJ
ejif-3845	46	14	search	search	NOUN
ejif-3845	46	15	users	user	NOUN
ejif-3845	46	16	are	be	AUX
ejif-3845	46	17	volunteers	volunteer	NOUN
ejif-3845	46	18	;	;	PUNCT
ejif-3845	46	19	while	while	SCONJ
ejif-3845	46	20	survey	survey	NOUN
ejif-3845	46	21	pollsters	pollster	NOUN
ejif-3845	46	22	,	,	PUNCT
ejif-3845	46	23	under	under	ADP
ejif-3845	46	24	the	the	DET
ejif-3845	46	25	pressure	pressure	NOUN
ejif-3845	46	26	of	of	ADP
ejif-3845	46	27	survey	survey	NOUN
ejif-3845	46	28	staff	staff	NOUN
ejif-3845	46	29	,	,	PUNCT
ejif-3845	46	30	select	select	ADJ
ejif-3845	46	31	respondents	respondent	NOUN
ejif-3845	46	32	.	.	PUNCT
ejif-3845	47	1	the	the	DET
ejif-3845	47	2	discretionary	discretionary	ADJ
ejif-3845	47	3	nature	nature	NOUN
ejif-3845	47	4	of	of	ADP
ejif-3845	47	5	search	search	NOUN
ejif-3845	47	6	behaviors	behavior	NOUN
ejif-3845	47	7	loans	loan	NOUN
ejif-3845	47	8	verisimilitude	verisimilitude	NOUN
ejif-3845	47	9	to	to	ADP
ejif-3845	47	10	the	the	DET
ejif-3845	47	11	query	query	NOUN
ejif-3845	47	12	data	datum	NOUN
ejif-3845	47	13	,	,	PUNCT
ejif-3845	47	14	which	which	PRON
ejif-3845	47	15	are	be	AUX
ejif-3845	47	16	not	not	PART
ejif-3845	47	17	altered	alter	VERB
ejif-3845	47	18	by	by	ADP
ejif-3845	47	19	search	search	NOUN
ejif-3845	47	20	engines	engine	NOUN
ejif-3845	47	21	[	[	X
ejif-3845	47	22	7	7	NUM
ejif-3845	47	23	]	]	PUNCT
ejif-3845	47	24	.	.	PUNCT
ejif-3845	48	1	[	[	X
ejif-3845	48	2	8	8	NUM
ejif-3845	48	3	]	]	PUNCT
ejif-3845	48	4	suggest	suggest	VERB
ejif-3845	48	5	that	that	SCONJ
ejif-3845	48	6	the	the	DET
ejif-3845	48	7	data	datum	NOUN
ejif-3845	48	8	genrated	genrate	VERB
ejif-3845	48	9	by	by	ADP
ejif-3845	48	10	«	«	PUNCT
ejif-3845	48	11	google	google	PROPN
ejif-3845	48	12	teends	teend	NOUN
ejif-3845	48	13	»	»	PUNCT
ejif-3845	48	14	has	have	VERB
ejif-3845	48	15	an	an	DET
ejif-3845	48	16	influence	influence	NOUN
ejif-3845	48	17	on	on	ADP
ejif-3845	48	18	the	the	DET
ejif-3845	48	19	market	market	NOUN
ejif-3845	48	20	movements	movement	NOUN
ejif-3845	48	21	.	.	PUNCT
ejif-3845	49	1	by	by	ADP
ejif-3845	49	2	analyzing	analyze	VERB
ejif-3845	49	3	changes	change	NOUN
ejif-3845	49	4	in	in	ADP
ejif-3845	49	5	query	query	NOUN
ejif-3845	49	6	volumes	volume	NOUN
ejif-3845	49	7	on	on	ADP
ejif-3845	49	8	google	google	PROPN
ejif-3845	49	9	for	for	ADP
ejif-3845	49	10	terms	term	NOUN
ejif-3845	49	11	related	relate	VERB
ejif-3845	49	12	to	to	ADP
ejif-3845	49	13	finance	finance	NOUN
ejif-3845	49	14	,	,	PUNCT
ejif-3845	49	15	they	they	PRON
ejif-3845	49	16	found	find	VERB
ejif-3845	49	17	patterns	pattern	NOUN
ejif-3845	49	18	that	that	PRON
ejif-3845	49	19	can	can	AUX
ejif-3845	49	20	be	be	AUX
ejif-3845	49	21	interpreted	interpret	VERB
ejif-3845	49	22	as	as	ADP
ejif-3845	49	23	''	''	PUNCT
ejif-3845	49	24	early	early	ADJ
ejif-3845	49	25	warning	warning	NOUN
ejif-3845	49	26	signs	sign	NOUN
ejif-3845	49	27	''	''	PUNCT
ejif-3845	49	28	of	of	ADP
ejif-3845	49	29	shares	share	NOUN
ejif-3845	49	30	to	to	ADP
ejif-3845	49	31	market	market	NOUN
ejif-3845	49	32	movements	movement	NOUN
ejif-3845	49	33	.	.	PUNCT
ejif-3845	50	1	milas	mila	NOUN
ejif-3845	50	2	and	and	CCONJ
ejif-3845	50	3	c.	c.	PROPN
ejif-3845	50	4	panagiotidis	panagiotidis	PROPN
ejif-3845	50	5	th	th	PROPN
ejif-3845	50	6	.	.	PUNCT
ejif-3845	50	7	(	(	PUNCT
ejif-3845	50	8	2014	2014	NUM
ejif-3845	50	9	)	)	PUNCT
ejif-3845	50	10	attempted	attempt	VERB
ejif-3845	50	11	to	to	PART
ejif-3845	50	12	explain	explain	VERB
ejif-3845	50	13	the	the	DET
ejif-3845	50	14	influence	influence	NOUN
ejif-3845	50	15	degree	degree	NOUN
ejif-3845	50	16	of	of	ADP
ejif-3845	50	17	the	the	DET
ejif-3845	50	18	information	information	NOUN
ejif-3845	50	19	contained	contain	VERB
ejif-3845	50	20	in	in	ADP
ejif-3845	50	21	social	social	ADJ
ejif-3845	50	22	media	medium	NOUN
ejif-3845	50	23	(	(	PUNCT
ejif-3845	50	24	twitter	twitter	NOUN
ejif-3845	50	25	and	and	CCONJ
ejif-3845	50	26	facebook	facebook	NOUN
ejif-3845	50	27	)	)	PUNCT
ejif-3845	50	28	and	and	CCONJ
ejif-3845	50	29	web	web	NOUN
ejif-3845	50	30	search	search	NOUN
ejif-3845	50	31	queries	query	NOUN
ejif-3845	50	32	(	(	PUNCT
ejif-3845	50	33	google	google	PROPN
ejif-3845	50	34	)	)	PUNCT
ejif-3845	50	35	on	on	ADP
ejif-3845	50	36	financial	financial	ADJ
ejif-3845	50	37	markets	market	NOUN
ejif-3845	50	38	.	.	PUNCT
ejif-3845	51	1	using	use	VERB
ejif-3845	51	2	a	a	DET
ejif-3845	51	3	multivariate	multivariate	NOUN
ejif-3845	51	4	system	system	NOUN
ejif-3845	51	5	and	and	CCONJ
ejif-3845	51	6	focusing	focus	VERB
ejif-3845	51	7	on	on	ADP
ejif-3845	51	8	the	the	DET
ejif-3845	51	9	peripheral	peripheral	ADJ
ejif-3845	51	10	countries	country	NOUN
ejif-3845	51	11	of	of	ADP
ejif-3845	51	12	the	the	DET
ejif-3845	51	13	euro	euro	PROPN
ejif-3845	51	14	area	area	NOUN
ejif-3845	51	15	,	,	PUNCT
ejif-3845	51	16	the	the	DET
ejif-3845	51	17	giips	giip	NOUN
ejif-3845	51	18	(	(	PUNCT
ejif-3845	51	19	greece	greece	PROPN
ejif-3845	51	20	,	,	PUNCT
ejif-3845	51	21	ireland	ireland	PROPN
ejif-3845	51	22	,	,	PUNCT
ejif-3845	51	23	italy	italy	PROPN
ejif-3845	51	24	,	,	PUNCT
ejif-3845	51	25	portugal	portugal	PROPN
ejif-3845	51	26	and	and	CCONJ
ejif-3845	51	27	spain	spain	PROPN
ejif-3845	51	28	)	)	PUNCT
ejif-3845	51	29	,	,	PUNCT
ejif-3845	51	30	they	they	PRON
ejif-3845	51	31	showed	show	VERB
ejif-3845	51	32	that	that	SCONJ
ejif-3845	51	33	the	the	DET
ejif-3845	51	34	discussion	discussion	NOUN
ejif-3845	51	35	of	of	ADP
ejif-3845	51	36	social	social	ADJ
ejif-3845	51	37	media	medium	NOUN
ejif-3845	51	38	and	and	CCONJ
ejif-3845	51	39	search	search	NOUN
ejif-3845	51	40	queries	query	NOUN
ejif-3845	51	41	related	relate	VERB
ejif-3845	51	42	to	to	ADP
ejif-3845	51	43	greek	greek	VERB
ejif-3845	51	44	debt	debt	NOUN
ejif-3845	51	45	crisis	crisis	NOUN
ejif-3845	51	46	provide	provide	VERB
ejif-3845	51	47	significant	significant	ADJ
ejif-3845	51	48	information	information	NOUN
ejif-3845	51	49	in	in	ADP
ejif-3845	51	50	the	the	DET
ejif-3845	51	51	short	short	ADJ
ejif-3845	51	52	term	term	NOUN
ejif-3845	51	53	mainly	mainly	ADV
ejif-3845	51	54	to	to	ADP
ejif-3845	51	55	the	the	DET
ejif-3845	51	56	bond	bond	NOUN
ejif-3845	51	57	yield	yield	NOUN
ejif-3845	51	58	differential	differential	NOUN
ejif-3845	51	59	of	of	ADP
ejif-3845	51	60	greekgerman	greekgerman	ADJ
ejif-3845	51	61	state	state	NOUN
ejif-3845	51	62	,	,	PUNCT
ejif-3845	51	63	even	even	ADV
ejif-3845	51	64	when	when	SCONJ
ejif-3845	51	65	other	other	ADJ
ejif-3845	51	66	financial	financial	ADJ
ejif-3845	51	67	control	control	NOUN
ejif-3845	51	68	variables	variable	NOUN
ejif-3845	51	69	(	(	PUNCT
ejif-3845	51	70	default	default	NOUN
ejif-3845	51	71	risk	risk	NOUN
ejif-3845	51	72	,	,	PUNCT
ejif-3845	51	73	liquidity	liquidity	NOUN
ejif-3845	51	74	risk	risk	NOUN
ejif-3845	51	75	,	,	PUNCT
ejif-3845	51	76	and	and	CCONJ
ejif-3845	51	77	international	international	ADJ
ejif-3845	51	78	risk	risk	NOUN
ejif-3845	51	79	)	)	PUNCT
ejif-3845	51	80	are	be	AUX
ejif-3845	51	81	recognized	recognize	VERB
ejif-3845	51	82	and	and	CCONJ
ejif-3845	51	83	to	to	ADP
ejif-3845	51	84	a	a	DET
ejif-3845	51	85	much	much	ADV
ejif-3845	51	86	lesser	less	ADJ
ejif-3845	51	87	extent	extent	NOUN
ejif-3845	51	88	,	,	PUNCT
ejif-3845	51	89	portuguese	portuguese	ADJ
ejif-3845	51	90	and	and	CCONJ
ejif-3845	51	91	italian	italian	ADJ
ejif-3845	51	92	yield	yield	NOUN
ejif-3845	51	93	spreads	spread	NOUN
ejif-3845	51	94	.	.	PUNCT
ejif-3845	52	1	d'avanzo	d'avanzo	PROPN
ejif-3845	52	2	et	et	PROPN
ejif-3845	52	3	al	al	PROPN
ejif-3845	52	4	(	(	PUNCT
ejif-3845	52	5	2017	2017	NUM
ejif-3845	52	6	)	)	PUNCT
ejif-3845	52	7	led	lead	VERB
ejif-3845	52	8	an	an	DET
ejif-3845	52	9	experimental	experimental	ADJ
ejif-3845	52	10	framework	framework	NOUN
ejif-3845	52	11	allowing	allow	VERB
ejif-3845	52	12	the	the	DET
ejif-3845	52	13	integration	integration	NOUN
ejif-3845	52	14	of	of	ADP
ejif-3845	52	15	google	google	PROPN
ejif-3845	52	16	search	search	NOUN
ejif-3845	52	17	query	query	NOUN
ejif-3845	52	18	data	datum	NOUN
ejif-3845	52	19	and	and	CCONJ
ejif-3845	52	20	twitter	twitter	NOUN
ejif-3845	52	21	social	social	ADJ
ejif-3845	52	22	data	datum	NOUN
ejif-3845	52	23	.	.	PUNCT
ejif-3845	53	1	they	they	PRON
ejif-3845	53	2	built	build	VERB
ejif-3845	53	3	a	a	DET
ejif-3845	53	4	pipeline	pipeline	NOUN
ejif-3845	53	5	interrogating	interrogate	VERB
ejif-3845	53	6	twitter	twitter	NOUN
ejif-3845	53	7	to	to	PART
ejif-3845	53	8	track	track	VERB
ejif-3845	53	9	,	,	PUNCT
ejif-3845	53	10	geographically	geographically	ADV
ejif-3845	53	11	,	,	PUNCT
ejif-3845	53	12	the	the	DET
ejif-3845	53	13	feelings	feeling	NOUN
ejif-3845	53	14	and	and	CCONJ
ejif-3845	53	15	emotions	emotion	NOUN
ejif-3845	53	16	of	of	ADP
ejif-3845	53	17	twitter	twitter	NOUN
ejif-3845	53	18	users	user	NOUN
ejif-3845	53	19	about	about	ADP
ejif-3845	53	20	new	new	ADJ
ejif-3845	53	21	trends	trend	NOUN
ejif-3845	53	22	.	.	PUNCT
ejif-3845	54	1	the	the	DET
ejif-3845	54	2	core	core	NOUN
ejif-3845	54	3	of	of	ADP
ejif-3845	54	4	the	the	DET
ejif-3845	54	5	pipeline	pipeline	NOUN
ejif-3845	54	6	is	be	AUX
ejif-3845	54	7	represented	represent	VERB
ejif-3845	54	8	by	by	ADP
ejif-3845	54	9	a	a	DET
ejif-3845	54	10	sentiment	sentiment	NOUN
ejif-3845	54	11	analysis	analysis	NOUN
ejif-3845	54	12	framework	framework	NOUN
ejif-3845	54	13	using	use	VERB
ejif-3845	54	14	a	a	DET
ejif-3845	54	15	bayesian	bayesian	NOUN
ejif-3845	54	16	machine	machine	NOUN
ejif-3845	54	17	learning	learn	VERB
ejif-3845	54	18	device	device	NOUN
ejif-3845	54	19	exploiting	exploit	VERB
ejif-3845	54	20	deep	deep	ADJ
ejif-3845	54	21	natural	natural	ADJ
ejif-3845	54	22	language	language	NOUN
ejif-3845	54	23	processing	processing	NOUN
ejif-3845	54	24	modules	module	NOUN
ejif-3845	54	25	to	to	PART
ejif-3845	54	26	assign	assign	VERB
ejif-3845	54	27	emotions	emotion	NOUN
ejif-3845	54	28	and	and	CCONJ
ejif-3845	54	29	sentiment	sentiment	NOUN
ejif-3845	54	30	by	by	ADP
ejif-3845	54	31	twitter	twitter	NOUN
ejif-3845	54	32	data.they	data.they	PRON
ejif-3845	54	33	employed	employ	VERB
ejif-3845	54	34	the	the	DET
ejif-3845	54	35	pipeline	pipeline	NOUN
ejif-3845	54	36	for	for	ADP
ejif-3845	54	37	consumer	consumer	NOUN
ejif-3845	54	38	electronics	electronic	NOUN
ejif-3845	54	39	,	,	PUNCT
ejif-3845	54	40	healthcare	healthcare	NOUN
ejif-3845	54	41	and	and	CCONJ
ejif-3845	54	42	politics	politic	NOUN
ejif-3845	54	43	.	.	PUNCT
ejif-3845	55	1	their	their	PRON
ejif-3845	55	2	results	result	NOUN
ejif-3845	55	3	show	show	VERB
ejif-3845	55	4	that	that	SCONJ
ejif-3845	55	5	the	the	DET
ejif-3845	55	6	proposed	propose	VERB
ejif-3845	55	7	approach	approach	NOUN
ejif-3845	55	8	in	in	ADP
ejif-3845	55	9	order	order	NOUN
ejif-3845	55	10	to	to	PART
ejif-3845	55	11	measure	measure	VERB
ejif-3845	55	12	social	social	ADJ
ejif-3845	55	13	media	medium	NOUN
ejif-3845	55	14	sentiments	sentiment	NOUN
ejif-3845	55	15	,	,	PUNCT
ejif-3845	55	16	and	and	CCONJ
ejif-3845	55	17	emotions	emotion	NOUN
ejif-3845	55	18	concerning	concern	VERB
ejif-3845	55	19	the	the	DET
ejif-3845	55	20	trends	trend	NOUN
ejif-3845	55	21	emerged	emerge	VERB
ejif-3845	55	22	on	on	ADP
ejif-3845	55	23	google	google	PROPN
ejif-3845	55	24	searches	search	NOUN
ejif-3845	55	25	is	be	AUX
ejif-3845	55	26	plausible	plausible	ADJ
ejif-3845	55	27	.	.	PUNCT
ejif-3845	56	1	[	[	X
ejif-3845	56	2	9	9	NUM
ejif-3845	56	3	]	]	PUNCT
ejif-3845	56	4	introduced	introduce	VERB
ejif-3845	56	5	the	the	DET
ejif-3845	56	6	concept	concept	NOUN
ejif-3845	56	7	of	of	ADP
ejif-3845	56	8	divergence	divergence	NOUN
ejif-3845	56	9	of	of	ADP
ejif-3845	56	10	sentiment	sentiment	NOUN
ejif-3845	56	11	to	to	ADP
ejif-3845	56	12	the	the	DET
ejif-3845	56	13	behavioral	behavioral	ADJ
ejif-3845	56	14	finance	finance	NOUN
ejif-3845	56	15	literature	literature	NOUN
ejif-3845	56	16	.	.	PUNCT
ejif-3845	57	1	they	they	PRON
ejif-3845	57	2	measured	measure	VERB
ejif-3845	57	3	the	the	DET
ejif-3845	57	4	distance	distance	NOUN
ejif-3845	57	5	between	between	ADP
ejif-3845	57	6	people	people	NOUN
ejif-3845	57	7	with	with	ADP
ejif-3845	57	8	the	the	DET
ejif-3845	57	9	positive	positive	ADJ
ejif-3845	57	10	and	and	CCONJ
ejif-3845	57	11	negative	negative	ADJ
ejif-3845	57	12	sentiment	sentiment	NOUN
ejif-3845	57	13	on	on	ADP
ejif-3845	57	14	a	a	DET
ejif-3845	57	15	daily	daily	ADJ
ejif-3845	57	16	basis	basis	NOUN
ejif-3845	57	17	for	for	ADP
ejif-3845	57	18	20	20	NUM
ejif-3845	57	19	countries	country	NOUN
ejif-3845	57	20	by	by	ADP
ejif-3845	57	21	using	use	VERB
ejif-3845	57	22	data	datum	NOUN
ejif-3845	57	23	from	from	ADP
ejif-3845	57	24	status	status	NOUN
ejif-3845	57	25	updates	update	NOUN
ejif-3845	57	26	on	on	ADP
ejif-3845	57	27	facebook	facebook	PROPN
ejif-3845	57	28	.	.	PUNCT
ejif-3845	58	1	their	their	PRON
ejif-3845	58	2	results	result	NOUN
ejif-3845	58	3	showed	show	VERB
ejif-3845	58	4	that	that	SCONJ
ejif-3845	58	5	the	the	DET
ejif-3845	58	6	divergence	divergence	NOUN
ejif-3845	58	7	of	of	ADP
ejif-3845	58	8	sentiment	sentiment	NOUN
ejif-3845	58	9	is	be	AUX
ejif-3845	58	10	positively	positively	ADV
ejif-3845	58	11	related	relate	VERB
ejif-3845	58	12	to	to	ADP
ejif-3845	58	13	trading	trading	NOUN
ejif-3845	58	14	volume	volume	NOUN
ejif-3845	58	15	.	.	PUNCT
ejif-3845	59	1	they	they	PRON
ejif-3845	59	2	further	far	ADV
ejif-3845	59	3	predicted	predict	VERB
ejif-3845	59	4	and	and	CCONJ
ejif-3845	59	5	found	find	VERB
ejif-3845	59	6	a	a	DET
ejif-3845	59	7	positive	positive	ADJ
ejif-3845	59	8	relation	relation	NOUN
ejif-3845	59	9	between	between	ADP
ejif-3845	59	10	the	the	DET
ejif-3845	59	11	divergence	divergence	NOUN
ejif-3845	59	12	of	of	ADP
ejif-3845	59	13	sentiment	sentiment	NOUN
ejif-3845	59	14	and	and	CCONJ
ejif-3845	59	15	stock	stock	NOUN
ejif-3845	59	16	price	price	NOUN
ejif-3845	59	17	volatility	volatility	NOUN
ejif-3845	59	18	.	.	PUNCT
ejif-3845	60	1	they	they	PRON
ejif-3845	60	2	also	also	ADV
ejif-3845	60	3	compared	compare	VERB
ejif-3845	60	4	the	the	DET
ejif-3845	60	5	effect	effect	NOUN
ejif-3845	60	6	of	of	ADP
ejif-3845	60	7	the	the	DET
ejif-3845	60	8	specific	specific	ADJ
ejif-3845	60	9	country	country	NOUN
ejif-3845	60	10	measures	measure	NOUN
ejif-3845	60	11	to	to	ADP
ejif-3845	60	12	a	a	DET
ejif-3845	60	13	global	global	ADJ
ejif-3845	60	14	measure	measure	NOUN
ejif-3845	60	15	of	of	ADP
ejif-3845	60	16	divergence	divergence	NOUN
ejif-3845	60	17	of	of	ADP
ejif-3845	60	18	sentiment	sentiment	NOUN
ejif-3845	60	19	.	.	PUNCT
ejif-3845	61	1	they	they	PRON
ejif-3845	61	2	found	find	VERB
ejif-3845	61	3	that	that	SCONJ
ejif-3845	61	4	the	the	DET
ejif-3845	61	5	separate	separate	ADJ
ejif-3845	61	6	effects	effect	NOUN
ejif-3845	61	7	of	of	ADP
ejif-3845	61	8	specific	specific	ADJ
ejif-3845	61	9	country	country	NOUN
ejif-3845	61	10	and	and	CCONJ
ejif-3845	61	11	global	global	ADJ
ejif-3845	61	12	divergence	divergence	NOUN
ejif-3845	61	13	measures	measure	NOUN
ejif-3845	61	14	depend	depend	VERB
ejif-3845	61	15	on	on	ADP
ejif-3845	61	16	a	a	DET
ejif-3845	61	17	country	country	NOUN
ejif-3845	61	18	’s	’s	PART
ejif-3845	61	19	level	level	NOUN
ejif-3845	61	20	of	of	ADP
ejif-3845	61	21	market	market	NOUN
ejif-3845	61	22	integration	integration	NOUN
ejif-3845	61	23	.	.	PUNCT
ejif-3845	62	1	[	[	X
ejif-3845	62	2	10	10	NUM
ejif-3845	62	3	]	]	PUNCT
ejif-3845	62	4	examined	examine	VERB
ejif-3845	62	5	the	the	DET
ejif-3845	62	6	relationship	relationship	NOUN
ejif-3845	62	7	between	between	ADP
ejif-3845	62	8	investor	investor	NOUN
ejif-3845	62	9	attention	attention	NOUN
ejif-3845	62	10	and	and	CCONJ
ejif-3845	62	11	bitcoin	bitcoin	NOUN
ejif-3845	62	12	fundamentals	fundamental	NOUN
ejif-3845	62	13	.	.	PUNCT
ejif-3845	63	1	he	he	PRON
ejif-3845	63	2	found	find	VERB
ejif-3845	63	3	that	that	SCONJ
ejif-3845	63	4	realized	realize	VERB
ejif-3845	63	5	volatility	volatility	NOUN
ejif-3845	63	6	and	and	CCONJ
ejif-3845	63	7	volume	volume	NOUN
ejif-3845	63	8	have	have	VERB
ejif-3845	63	9	significant	significant	ADJ
ejif-3845	63	10	effect	effect	NOUN
ejif-3845	63	11	on	on	ADP
ejif-3845	63	12	the	the	DET
ejif-3845	63	13	bitcoin	bitcoin	ADJ
ejif-3845	63	14	attention	attention	NOUN
ejif-3845	63	15	.	.	PUNCT
ejif-3845	64	1	[	[	X
ejif-3845	64	2	11	11	NUM
ejif-3845	64	3	]	]	PUNCT
ejif-3845	64	4	used	use	VERB
ejif-3845	64	5	a	a	DET
ejif-3845	64	6	dual	dual	ADJ
ejif-3845	64	7	process	process	NOUN
ejif-3845	64	8	diffusion	diffusion	NOUN
ejif-3845	64	9	model	model	NOUN
ejif-3845	64	10	to	to	PART
ejif-3845	64	11	assess	assess	VERB
ejif-3845	64	12	the	the	DET
ejif-3845	64	13	impact	impact	NOUN
ejif-3845	64	14	of	of	ADP
ejif-3845	64	15	twitter	twitter	NOUN
ejif-3845	64	16	and	and	CCONJ
ejif-3845	64	17	google	google	PROPN
ejif-3845	64	18	trends	trend	NOUN
ejif-3845	64	19	on	on	ADP
ejif-3845	64	20	bitcoin	bitcoin	NOUN
ejif-3845	64	21	.	.	PUNCT
ejif-3845	65	1	they	they	PRON
ejif-3845	65	2	showed	show	VERB
ejif-3845	65	3	in	in	ADP
ejif-3845	65	4	their	their	PRON
ejif-3845	65	5	results	result	NOUN
ejif-3845	65	6	that	that	SCONJ
ejif-3845	65	7	bitcoin	bitcoin	NOUN
ejif-3845	65	8	prices	price	NOUN
ejif-3845	65	9	are	be	AUX
ejif-3845	65	10	partially	partially	ADV
ejif-3845	65	11	influenced	influence	VERB
ejif-3845	65	12	by	by	ADP
ejif-3845	65	13	the	the	DET
ejif-3845	65	14	web	web	NOUN
ejif-3845	65	15	and	and	CCONJ
ejif-3845	65	16	twitter	twitter	NOUN
ejif-3845	65	17	information	information	NOUN
ejif-3845	65	18	.	.	PUNCT
ejif-3845	66	1	unfortunately	unfortunately	ADV
ejif-3845	66	2	,	,	PUNCT
ejif-3845	66	3	empirical	empirical	ADJ
ejif-3845	66	4	studies	study	NOUN
ejif-3845	66	5	focusing	focus	VERB
ejif-3845	66	6	on	on	ADP
ejif-3845	66	7	the	the	DET
ejif-3845	66	8	use	use	NOUN
ejif-3845	66	9	of	of	ADP
ejif-3845	66	10	big	big	ADJ
ejif-3845	66	11	data	datum	NOUN
ejif-3845	66	12	to	to	PART
ejif-3845	66	13	visualize	visualize	VERB
ejif-3845	66	14	the	the	DET
ejif-3845	66	15	islamic	islamic	ADJ
ejif-3845	66	16	view	view	NOUN
ejif-3845	66	17	are	be	AUX
ejif-3845	66	18	very	very	ADV
ejif-3845	66	19	rare	rare	ADJ
ejif-3845	66	20	.	.	PUNCT
ejif-3845	67	1	as	as	SCONJ
ejif-3845	67	2	we	we	PRON
ejif-3845	67	3	know	know	VERB
ejif-3845	67	4	our	our	PRON
ejif-3845	67	5	work	work	NOUN
ejif-3845	67	6	is	be	AUX
ejif-3845	67	7	the	the	DET
ejif-3845	67	8	first	first	ADJ
ejif-3845	67	9	empirical	empirical	ADJ
ejif-3845	67	10	framework	framework	NOUN
ejif-3845	67	11	focusing	focus	VERB
ejif-3845	67	12	on	on	ADP
ejif-3845	67	13	the	the	DET
ejif-3845	67	14	influence	influence	NOUN
ejif-3845	67	15	of	of	ADP
ejif-3845	67	16	the	the	DET
ejif-3845	67	17	agent	agent	NOUN
ejif-3845	67	18	’s	’s	PART
ejif-3845	67	19	psychological	psychological	ADJ
ejif-3845	67	20	component	component	NOUN
ejif-3845	67	21	on	on	ADP
ejif-3845	67	22	the	the	DET
ejif-3845	67	23	bitcoin	bitcoin	NOUN
ejif-3845	67	24	by	by	ADP
ejif-3845	67	25	means	mean	NOUN
ejif-3845	67	26	of	of	ADP
ejif-3845	67	27	big	big	ADJ
ejif-3845	67	28	data	datum	NOUN
ejif-3845	67	29	.	.	PUNCT
ejif-3845	68	1	for	for	ADP
ejif-3845	68	2	this	this	DET
ejif-3845	68	3	purpose	purpose	NOUN
ejif-3845	68	4	,	,	PUNCT
ejif-3845	68	5	we	we	PRON
ejif-3845	68	6	propose	propose	VERB
ejif-3845	68	7	the	the	DET
ejif-3845	68	8	following	follow	VERB
ejif-3845	68	9	hypothesis	hypothesis	NOUN
ejif-3845	68	10	.	.	PUNCT
ejif-3845	69	1	hypothesis	hypothesis	NOUN
ejif-3845	69	2	:	:	PUNCT
ejif-3845	69	3	the	the	DET
ejif-3845	69	4	twitter	twitter	NOUN
ejif-3845	69	5	sentiment	sentiment	NOUN
ejif-3845	69	6	has	have	VERB
ejif-3845	69	7	an	an	DET
ejif-3845	69	8	effect	effect	NOUN
ejif-3845	69	9	on	on	ADP
ejif-3845	69	10	the	the	DET
ejif-3845	69	11	contemporaneous	contemporaneous	ADJ
ejif-3845	69	12	and	and	CCONJ
ejif-3845	69	13	lagged	lag	VERB
ejif-3845	69	14	bitcoin	bitcoin	NOUN
ejif-3845	69	15	return	return	NOUN
ejif-3845	69	16	and	and	CCONJ
ejif-3845	69	17	volatility	volatility	NOUN
ejif-3845	69	18	.	.	PUNCT
ejif-3845	70	1	iii	iii	X
ejif-3845	70	2	.	.	PUNCT
ejif-3845	70	3	search	search	NOUN
ejif-3845	70	4	query	query	NOUN
ejif-3845	70	5	sentiment	sentiment	NOUN
ejif-3845	70	6	in	in	ADP
ejif-3845	70	7	this	this	DET
ejif-3845	70	8	section	section	NOUN
ejif-3845	70	9	,	,	PUNCT
ejif-3845	70	10	we	we	PRON
ejif-3845	70	11	will	will	AUX
ejif-3845	70	12	present	present	VERB
ejif-3845	70	13	the	the	DET
ejif-3845	70	14	search	search	NOUN
ejif-3845	70	15	query	query	NOUN
ejif-3845	70	16	tool	tool	NOUN
ejif-3845	70	17	generated	generate	VERB
ejif-3845	70	18	by	by	ADP
ejif-3845	70	19	google	google	PROPN
ejif-3845	70	20	trends	trend	NOUN
ejif-3845	70	21	in	in	ADP
ejif-3845	70	22	order	order	NOUN
ejif-3845	70	23	to	to	PART
ejif-3845	70	24	build	build	VERB
ejif-3845	70	25	a	a	DET
ejif-3845	70	26	measure	measure	NOUN
ejif-3845	70	27	of	of	ADP
ejif-3845	70	28	investor	investor	NOUN
ejif-3845	70	29	sentiment	sentiment	NOUN
ejif-3845	70	30	based	base	VERB
ejif-3845	70	31	on	on	ADP
ejif-3845	70	32	the	the	DET
ejif-3845	70	33	search	search	NOUN
ejif-3845	70	34	query	query	NOUN
ejif-3845	70	35	of	of	ADP
ejif-3845	70	36	the	the	DET
ejif-3845	70	37	word	word	NOUN
ejif-3845	70	38	«	«	PUNCT
ejif-3845	70	39	bitcoin	bitcoin	X
ejif-3845	70	40	»	»	NOUN
ejif-3845	70	41	in	in	ADP
ejif-3845	70	42	the	the	DET
ejif-3845	70	43	islamic	islamic	ADJ
ejif-3845	70	44	context	context	NOUN
ejif-3845	70	45	.	.	PUNCT
ejif-3845	71	1	a.	a.	NOUN
ejif-3845	71	2	search	search	PROPN
ejif-3845	71	3	query	query	NOUN
ejif-3845	71	4	presentation	presentation	NOUN
ejif-3845	71	5	the	the	DET
ejif-3845	71	6	service	service	NOUN
ejif-3845	71	7	of	of	ADP
ejif-3845	71	8	google	google	PROPN
ejif-3845	71	9	trends	trend	NOUN
ejif-3845	71	10	offers	offer	VERB
ejif-3845	71	11	a	a	DET
ejif-3845	71	12	curve	curve	NOUN
ejif-3845	71	13	representing	represent	VERB
ejif-3845	71	14	an	an	DET
ejif-3845	71	15	indicator	indicator	NOUN
ejif-3845	71	16	of	of	ADP
ejif-3845	71	17	the	the	DET
ejif-3845	71	18	number	number	NOUN
ejif-3845	71	19	of	of	ADP
ejif-3845	71	20	a	a	DET
ejif-3845	71	21	term	term	NOUN
ejif-3845	71	22	of	of	ADP
ejif-3845	71	23	research	research	NOUN
ejif-3845	71	24	given	give	VERB
ejif-3845	71	25	in	in	ADP
ejif-3845	71	26	function	function	NOUN
ejif-3845	71	27	of	of	ADP
ejif-3845	71	28	time	time	NOUN
ejif-3845	71	29	.	.	PUNCT
ejif-3845	72	1	the	the	DET
ejif-3845	72	2	time	time	NOUN
ejif-3845	72	3	scale	scale	NOUN
ejif-3845	72	4	goes	go	VERB
ejif-3845	72	5	back	back	ADV
ejif-3845	72	6	to	to	ADP
ejif-3845	72	7	january	january	PROPN
ejif-3845	72	8	1	1	NUM
ejif-3845	72	9	,	,	PUNCT
ejif-3845	72	10	2004	2004	NUM
ejif-3845	72	11	,	,	PUNCT
ejif-3845	72	12	and	and	CCONJ
ejif-3845	72	13	is	be	AUX
ejif-3845	72	14	up	up	ADP
ejif-3845	72	15	to	to	ADP
ejif-3845	72	16	about	about	ADV
ejif-3845	72	17	two	two	NUM
ejif-3845	72	18	days	day	NOUN
ejif-3845	72	19	before	before	ADP
ejif-3845	72	20	the	the	DET
ejif-3845	72	21	current	current	ADJ
ejif-3845	72	22	date	date	NOUN
ejif-3845	72	23	,	,	PUNCT
ejif-3845	72	24	the	the	DET
ejif-3845	72	25	updates	update	NOUN
ejif-3845	72	26	are	be	AUX
ejif-3845	72	27	very	very	ADV
ejif-3845	72	28	fast	fast	ADJ
ejif-3845	72	29	.	.	PUNCT
ejif-3845	73	1	in	in	ADP
ejif-3845	73	2	addition	addition	NOUN
ejif-3845	73	3	,	,	PUNCT
ejif-3845	73	4	the	the	DET
ejif-3845	73	5	user	user	NOUN
ejif-3845	73	6	also	also	ADV
ejif-3845	73	7	has	have	VERB
ejif-3845	73	8	access	access	NOUN
ejif-3845	73	9	to	to	ADP
ejif-3845	73	10	news	news	NOUN
ejif-3845	73	11	related	relate	VERB
ejif-3845	73	12	to	to	ADP
ejif-3845	73	13	the	the	DET
ejif-3845	73	14	curve	curve	NOUN
ejif-3845	73	15	,	,	PUNCT
ejif-3845	73	16	allowing	allow	VERB
ejif-3845	73	17	him	he	PRON
ejif-3845	73	18	to	to	PART
ejif-3845	73	19	draw	draw	VERB
ejif-3845	73	20	conclusions	conclusion	NOUN
ejif-3845	73	21	about	about	ADP
ejif-3845	73	22	the	the	DET
ejif-3845	73	23	impact	impact	NOUN
ejif-3845	73	24	of	of	ADP
ejif-3845	73	25	such	such	DET
ejif-3845	73	26	an	an	DET
ejif-3845	73	27	event	event	NOUN
ejif-3845	73	28	on	on	ADP
ejif-3845	73	29	the	the	DET
ejif-3845	73	30	user	user	NOUN
ejif-3845	73	31	’s	’s	PART
ejif-3845	73	32	interest	interest	NOUN
ejif-3845	73	33	.	.	PUNCT
ejif-3845	74	1	in	in	ADP
ejif-3845	74	2	the	the	DET
ejif-3845	74	3	end	end	NOUN
ejif-3845	74	4	,	,	PUNCT
ejif-3845	74	5	the	the	DET
ejif-3845	74	6	service	service	NOUN
ejif-3845	74	7	details	detail	VERB
ejif-3845	74	8	the	the	DET
ejif-3845	74	9	most	most	ADV
ejif-3845	74	10	often	often	ADV
ejif-3845	74	11	related	relate	VERB
ejif-3845	74	12	to	to	ADP
ejif-3845	74	13	term	term	NOUN
ejif-3845	74	14	research	research	NOUN
ejif-3845	74	15	and	and	CCONJ
ejif-3845	74	16	a	a	DET
ejif-3845	74	17	map	map	NOUN
ejif-3845	74	18	seeing	see	VERB
ejif-3845	74	19	areas	area	NOUN
ejif-3845	74	20	where	where	SCONJ
ejif-3845	74	21	the	the	DET
ejif-3845	74	22	expression	expression	NOUN
ejif-3845	74	23	is	be	AUX
ejif-3845	74	24	the	the	DET
ejif-3845	74	25	most	most	ADV
ejif-3845	74	26	sought	seek	VERB
ejif-3845	74	27	at	at	ADP
ejif-3845	74	28	the	the	DET
ejif-3845	74	29	global	global	ADJ
ejif-3845	74	30	,	,	PUNCT
ejif-3845	74	31	national	national	ADJ
ejif-3845	74	32	and	and	CCONJ
ejif-3845	74	33	regional	regional	ADJ
ejif-3845	74	34	levels	level	NOUN
ejif-3845	74	35	,	,	PUNCT
ejif-3845	74	36	as	as	ADV
ejif-3845	74	37	well	well	ADV
ejif-3845	74	38	as	as	ADP
ejif-3845	74	39	cities	city	NOUN
ejif-3845	74	40	.	.	PUNCT
ejif-3845	75	1	it	it	PRON
ejif-3845	75	2	is	be	AUX
ejif-3845	75	3	possible	possible	ADJ
ejif-3845	75	4	to	to	PART
ejif-3845	75	5	enter	enter	VERB
ejif-3845	75	6	up	up	ADP
ejif-3845	75	7	to	to	PART
ejif-3845	75	8	five	five	NUM
ejif-3845	75	9	terms	term	NOUN
ejif-3845	75	10	and	and	CCONJ
ejif-3845	75	11	compare	compare	VERB
ejif-3845	75	12	their	their	PRON
ejif-3845	75	13	developments	development	NOUN
ejif-3845	75	14	.	.	PUNCT
ejif-3845	76	1	in	in	ADP
ejif-3845	76	2	our	our	PRON
ejif-3845	76	3	methodology	methodology	NOUN
ejif-3845	76	4	,	,	PUNCT
ejif-3845	76	5	the	the	DET
ejif-3845	76	6	proposed	propose	VERB
ejif-3845	76	7	measure	measure	NOUN
ejif-3845	76	8	is	be	AUX
ejif-3845	76	9	based	base	VERB
ejif-3845	76	10	implicitly	implicitly	ADV
ejif-3845	76	11	on	on	ADP
ejif-3845	76	12	the	the	DET
ejif-3845	76	13	fact	fact	NOUN
ejif-3845	76	14	that	that	SCONJ
ejif-3845	76	15	people	people	NOUN
ejif-3845	76	16	collect	collect	VERB
ejif-3845	76	17	information	information	NOUN
ejif-3845	76	18	on	on	ADP
ejif-3845	76	19	the	the	DET
ejif-3845	76	20	internet	internet	NOUN
ejif-3845	76	21	using	use	VERB
ejif-3845	76	22	search	search	NOUN
ejif-3845	76	23	engines	engine	NOUN
ejif-3845	76	24	.	.	PUNCT
ejif-3845	77	1	furthermore	furthermore	ADV
ejif-3845	77	2	,	,	PUNCT
ejif-3845	77	3	search	search	NOUN
ejif-3845	77	4	-	-	PUNCT
ejif-3845	77	5	based	base	VERB
ejif-3845	77	6	sentiment	sentiment	NOUN
ejif-3845	77	7	measures	measure	NOUN
ejif-3845	77	8	are	be	AUX
ejif-3845	77	9	available	available	ADJ
ejif-3845	77	10	in	in	ADP
ejif-3845	77	11	real	real	ADJ
ejif-3845	77	12	time	time	NOUN
ejif-3845	77	13	;	;	PUNCT
ejif-3845	77	14	as	as	SCONJ
ejif-3845	77	15	economic	economic	ADJ
ejif-3845	77	16	fundamentals	fundamental	NOUN
ejif-3845	77	17	change	change	VERB
ejif-3845	77	18	over	over	ADP
ejif-3845	77	19	time	time	NOUN
ejif-3845	77	20	,	,	PUNCT
ejif-3845	77	21	a	a	DET
ejif-3845	77	22	high	high	ADJ
ejif-3845	77	23	frequency	frequency	NOUN
ejif-3845	77	24	sentiment	sentiment	NOUN
ejif-3845	77	25	measure	measure	NOUN
ejif-3845	77	26	can	can	AUX
ejif-3845	77	27	carry	carry	VERB
ejif-3845	77	28	out	out	ADP
ejif-3845	77	29	more	more	ADV
ejif-3845	77	30	precise	precise	ADJ
ejif-3845	77	31	empirical	empirical	ADJ
ejif-3845	77	32	tests	test	NOUN
ejif-3845	77	33	.	.	PUNCT
ejif-3845	78	1	second	second	ADJ
ejif-3845	78	2	,	,	PUNCT
ejif-3845	78	3	such	such	DET
ejif-3845	78	4	a	a	DET
ejif-3845	78	5	measure	measure	NOUN
ejif-3845	78	6	reveals	reveal	VERB
ejif-3845	78	7	attitudes	attitude	NOUN
ejif-3845	78	8	rather	rather	ADV
ejif-3845	78	9	than	than	ADP
ejif-3845	78	10	inquire	inquire	VERB
ejif-3845	78	11	about	about	ADP
ejif-3845	78	12	them	they	PRON
ejif-3845	78	13	[	[	X
ejif-3845	78	14	12	12	NUM
ejif-3845	78	15	]	]	PUNCT
ejif-3845	78	16	.	.	PUNCT
ejif-3845	79	1	while	while	SCONJ
ejif-3845	79	2	surveys	survey	NOUN
ejif-3845	79	3	lack	lack	VERB
ejif-3845	79	4	cross	cross	ADJ
ejif-3845	79	5	-	-	ADJ
ejif-3845	79	6	verified	verified	ADJ
ejif-3845	79	7	data	datum	NOUN
ejif-3845	79	8	on	on	ADP
ejif-3845	79	9	actual	actual	ADJ
ejif-3845	79	10	behavior	behavior	NOUN
ejif-3845	79	11	,	,	PUNCT
ejif-3845	79	12	search	search	NOUN
ejif-3845	79	13	behavior	behavior	NOUN
ejif-3845	79	14	proves	prove	VERB
ejif-3845	79	15	to	to	PART
ejif-3845	79	16	be	be	AUX
ejif-3845	79	17	this	this	DET
ejif-3845	79	18	objective	objective	ADJ
ejif-3845	79	19	external	external	ADJ
ejif-3845	79	20	verification	verification	NOUN
ejif-3845	79	21	[	[	X
ejif-3845	79	22	13	13	NUM
ejif-3845	79	23	]	]	PUNCT
ejif-3845	79	24	.	.	PUNCT
ejif-3845	80	1	this	this	DET
ejif-3845	80	2	framework	framework	NOUN
ejif-3845	80	3	exploits	exploit	VERB
ejif-3845	80	4	google	google	NOUN
ejif-3845	80	5	trends	trend	NOUN
ejif-3845	80	6	,	,	PUNCT
ejif-3845	80	7	which	which	PRON
ejif-3845	80	8	summarizes	summarize	VERB
ejif-3845	80	9	queries	query	VERB
ejif-3845	80	10	through	through	ADP
ejif-3845	80	11	the	the	DET
ejif-3845	80	12	analysis	analysis	NOUN
ejif-3845	80	13	of	of	ADP
ejif-3845	80	14	web	web	NOUN
ejif-3845	80	15	users	user	NOUN
ejif-3845	80	16	search	search	NOUN
ejif-3845	80	17	behaviors	behavior	NOUN
ejif-3845	80	18	in	in	ADP
ejif-3845	80	19	order	order	NOUN
ejif-3845	80	20	to	to	PART
ejif-3845	80	21	find	find	VERB
ejif-3845	80	22	the	the	DET
ejif-3845	80	23	most	most	ADV
ejif-3845	80	24	relevant	relevant	ADJ
ejif-3845	80	25	queries	query	NOUN
ejif-3845	80	26	related	relate	VERB
ejif-3845	80	27	to	to	ADP
ejif-3845	80	28	«	«	PUNCT
ejif-3845	80	29	bitcoin	bitcoin	VERB
ejif-3845	80	30	»	»	PUNCT
ejif-3845	80	31	in	in	ADP
ejif-3845	80	32	the	the	DET
ejif-3845	80	33	context	context	NOUN
ejif-3845	80	34	of	of	ADP
ejif-3845	80	35	«	«	PUNCT
ejif-3845	80	36	religions	religion	NOUN
ejif-3845	80	37	and	and	CCONJ
ejif-3845	80	38	beliefs	belief	NOUN
ejif-3845	80	39	»	»	PUNCT
ejif-3845	80	40	.	.	PUNCT
ejif-3845	81	1	google	google	PROPN
ejif-3845	81	2	trends	trend	NOUN
ejif-3845	81	3	is	be	AUX
ejif-3845	81	4	a	a	DET
ejif-3845	81	5	tool	tool	NOUN
ejif-3845	81	6	designed	design	VERB
ejif-3845	81	7	for	for	ADP
ejif-3845	81	8	tracking	track	VERB
ejif-3845	81	9	the	the	DET
ejif-3845	81	10	popularity	popularity	NOUN
ejif-3845	81	11	of	of	ADP
ejif-3845	81	12	any	any	DET
ejif-3845	81	13	given	give	VERB
ejif-3845	81	14	search	search	NOUN
ejif-3845	81	15	term	term	NOUN
ejif-3845	81	16	over	over	ADP
ejif-3845	81	17	time	time	NOUN
ejif-3845	81	18	[	[	X
ejif-3845	81	19	14	14	NUM
ejif-3845	81	20	]	]	PUNCT
ejif-3845	81	21	.	.	PUNCT
ejif-3845	82	1	we	we	PRON
ejif-3845	82	2	start	start	VERB
ejif-3845	82	3	then	then	ADV
ejif-3845	82	4	by	by	ADP
ejif-3845	82	5	introducing	introduce	VERB
ejif-3845	82	6	the	the	DET
ejif-3845	82	7	ejif	ejif	NOUN
ejif-3845	82	8	–	–	PUNCT
ejif-3845	82	9	european	european	PROPN
ejif-3845	82	10	journal	journal	PROPN
ejif-3845	82	11	of	of	ADP
ejif-3845	82	12	islamic	islamic	PROPN
ejif-3845	82	13	finance	finance	PROPN
ejif-3845	82	14	second	second	ADJ
ejif-3845	82	15	special	special	ADJ
ejif-3845	82	16	issue	issue	NOUN
ejif-3845	82	17	for	for	ADP
ejif-3845	82	18	ejif	ejif	PROPN
ejif-3845	82	19	workshop	workshop	PROPN
ejif-3845	82	20	http://www.ojs.unito.it/index.php/ejif	http://www.ojs.unito.it/index.php/ejif	PROPN
ejif-3845	82	21	issn	issn	PROPN
ejif-3845	82	22	2421	2421	NUM
ejif-3845	82	23	-	-	SYM
ejif-3845	82	24	2172	2172	NUM
ejif-3845	82	25	3	3	NUM
ejif-3845	82	26	word	word	NOUN
ejif-3845	82	27	«	«	PUNCT
ejif-3845	82	28	bitcoin	bitcoin	NOUN
ejif-3845	82	29	»	»	PUNCT
ejif-3845	82	30	since	since	SCONJ
ejif-3845	82	31	2004	2004	NUM
ejif-3845	82	32	in	in	ADP
ejif-3845	82	33	monthly	monthly	ADJ
ejif-3845	82	34	frequencies	frequency	NOUN
ejif-3845	82	35	with	with	ADP
ejif-3845	82	36	religious	religious	ADJ
ejif-3845	82	37	connotation	connotation	NOUN
ejif-3845	82	38	as	as	SCONJ
ejif-3845	82	39	shown	show	VERB
ejif-3845	82	40	in	in	ADP
ejif-3845	82	41	figure1	figure1	PROPN
ejif-3845	82	42	.	.	PUNCT
ejif-3845	83	1	figure	figure	NOUN
ejif-3845	83	2	1	1	NUM
ejif-3845	83	3	.	.	PUNCT
ejif-3845	83	4	interest	interest	NOUN
ejif-3845	83	5	search	search	NOUN
ejif-3845	83	6	evolution	evolution	NOUN
ejif-3845	83	7	for	for	ADP
ejif-3845	83	8	the	the	DET
ejif-3845	83	9	term	term	NOUN
ejif-3845	83	10	“	"	PUNCT
ejif-3845	83	11	bitcoin	bitcoin	NOUN
ejif-3845	83	12	”	"	PUNCT
ejif-3845	83	13	,	,	PUNCT
ejif-3845	83	14	source	source	NOUN
ejif-3845	83	15	«	«	PUNCT
ejif-3845	83	16	google	google	PROPN
ejif-3845	83	17	trends	trend	NOUN
ejif-3845	83	18	»	»	PUNCT
ejif-3845	83	19	figure	figure	NOUN
ejif-3845	83	20	1	1	NUM
ejif-3845	83	21	represents	represent	VERB
ejif-3845	83	22	the	the	DET
ejif-3845	83	23	behaviour	behaviour	NOUN
ejif-3845	83	24	of	of	ADP
ejif-3845	83	25	the	the	DET
ejif-3845	83	26	search	search	NOUN
ejif-3845	83	27	query	query	NOUN
ejif-3845	83	28	of	of	ADP
ejif-3845	83	29	the	the	DET
ejif-3845	83	30	word	word	NOUN
ejif-3845	83	31	“	"	PUNCT
ejif-3845	83	32	bitcoin	bitcoin	NOUN
ejif-3845	83	33	”	"	PUNCT
ejif-3845	83	34	with	with	ADP
ejif-3845	83	35	religion	religion	NOUN
ejif-3845	83	36	and	and	CCONJ
ejif-3845	83	37	belief	belief	NOUN
ejif-3845	83	38	’s	’s	PART
ejif-3845	83	39	connotation	connotation	NOUN
ejif-3845	83	40	from	from	ADP
ejif-3845	83	41	the	the	DET
ejif-3845	83	42	period	period	NOUN
ejif-3845	83	43	between	between	ADP
ejif-3845	83	44	14/04/2017	14/04/2017	NUM
ejif-3845	83	45	and	and	CCONJ
ejif-3845	83	46	14/04/2018	14/04/2018	NOUN
ejif-3845	83	47	.	.	PUNCT
ejif-3845	84	1	in	in	ADP
ejif-3845	84	2	figure	figure	NOUN
ejif-3845	84	3	1	1	NUM
ejif-3845	84	4	,	,	PUNCT
ejif-3845	84	5	we	we	PRON
ejif-3845	84	6	can	can	AUX
ejif-3845	84	7	observe	observe	VERB
ejif-3845	84	8	that	that	SCONJ
ejif-3845	84	9	the	the	DET
ejif-3845	84	10	frequency	frequency	NOUN
ejif-3845	84	11	of	of	ADP
ejif-3845	84	12	the	the	DET
ejif-3845	84	13	term	term	NOUN
ejif-3845	84	14	«	«	PUNCT
ejif-3845	84	15	bitcoin	bitcoin	NOUN
ejif-3845	84	16	»	»	PUNCT
ejif-3845	84	17	is	be	AUX
ejif-3845	84	18	very	very	ADV
ejif-3845	84	19	high	high	ADJ
ejif-3845	84	20	in	in	ADP
ejif-3845	84	21	the	the	DET
ejif-3845	84	22	period	period	NOUN
ejif-3845	84	23	between	between	ADP
ejif-3845	84	24	17/11/2017	17/11/2017	NUM
ejif-3845	84	25	and	and	CCONJ
ejif-3845	84	26	23/11/2017	23/11/2017	NUM
ejif-3845	84	27	.	.	PUNCT
ejif-3845	85	1	this	this	DET
ejif-3845	85	2	period	period	NOUN
ejif-3845	85	3	is	be	AUX
ejif-3845	85	4	marked	mark	VERB
ejif-3845	85	5	by	by	ADP
ejif-3845	85	6	the	the	DET
ejif-3845	85	7	remarkable	remarkable	ADJ
ejif-3845	85	8	evolution	evolution	NOUN
ejif-3845	85	9	of	of	ADP
ejif-3845	85	10	the	the	DET
ejif-3845	85	11	“	"	PUNCT
ejif-3845	85	12	bitcoin	bitcoin	NOUN
ejif-3845	85	13	”	"	PUNCT
ejif-3845	85	14	.	.	PUNCT
ejif-3845	86	1	figure	figure	NOUN
ejif-3845	86	2	2	2	NUM
ejif-3845	86	3	.	.	PUNCT
ejif-3845	86	4	geographical	geographical	ADJ
ejif-3845	86	5	search	search	NOUN
ejif-3845	86	6	query	query	NOUN
ejif-3845	86	7	figure	figure	NOUN
ejif-3845	86	8	2	2	NUM
ejif-3845	86	9	shows	show	VERB
ejif-3845	86	10	that	that	SCONJ
ejif-3845	86	11	the	the	DET
ejif-3845	86	12	word	word	NOUN
ejif-3845	86	13	“	"	PUNCT
ejif-3845	86	14	bitcoin	bitcoin	NOUN
ejif-3845	86	15	”	"	PUNCT
ejif-3845	86	16	in	in	ADP
ejif-3845	86	17	the	the	DET
ejif-3845	86	18	mentioned	mention	VERB
ejif-3845	86	19	context	context	NOUN
ejif-3845	86	20	is	be	AUX
ejif-3845	86	21	very	very	ADV
ejif-3845	86	22	frequent	frequent	ADJ
ejif-3845	86	23	in	in	ADP
ejif-3845	86	24	slovenia	slovenia	PROPN
ejif-3845	86	25	,	,	PUNCT
ejif-3845	86	26	south	south	PROPN
ejif-3845	86	27	africa	africa	PROPN
ejif-3845	86	28	,	,	PUNCT
ejif-3845	86	29	malaysia	malaysia	PROPN
ejif-3845	86	30	,	,	PUNCT
ejif-3845	86	31	united	united	PROPN
ejif-3845	86	32	arab	arab	PROPN
ejif-3845	86	33	emirates	emirates	PROPN
ejif-3845	86	34	,	,	PUNCT
ejif-3845	86	35	turkey	turkey	PROPN
ejif-3845	86	36	,	,	PUNCT
ejif-3845	86	37	croatia	croatia	PROPN
ejif-3845	86	38	,	,	PUNCT
ejif-3845	86	39	singapour	singapour	NOUN
ejif-3845	86	40	,	,	PUNCT
ejif-3845	86	41	australia	australia	PROPN
ejif-3845	86	42	,	,	PUNCT
ejif-3845	86	43	and	and	CCONJ
ejif-3845	86	44	pakistan	pakistan	PROPN
ejif-3845	86	45	.	.	PUNCT
ejif-3845	87	1	b.	b.	PROPN
ejif-3845	87	2	search	search	PROPN
ejif-3845	87	3	query	query	NOUN
ejif-3845	87	4	sentiment	sentiment	NOUN
ejif-3845	87	5	:	:	PUNCT
ejif-3845	87	6	as	as	SCONJ
ejif-3845	87	7	we	we	PRON
ejif-3845	87	8	have	have	AUX
ejif-3845	87	9	previously	previously	ADV
ejif-3845	87	10	reported	report	VERB
ejif-3845	87	11	,	,	PUNCT
ejif-3845	87	12	the	the	DET
ejif-3845	87	13	investor	investor	NOUN
ejif-3845	87	14	sentiment	sentiment	NOUN
ejif-3845	87	15	is	be	AUX
ejif-3845	87	16	a	a	DET
ejif-3845	87	17	much	much	ADV
ejif-3845	87	18	-	-	PUNCT
ejif-3845	87	19	debated	debate	VERB
ejif-3845	87	20	topic	topic	NOUN
ejif-3845	87	21	in	in	ADP
ejif-3845	87	22	behavioral	behavioral	ADJ
ejif-3845	87	23	finance	finance	NOUN
ejif-3845	87	24	.	.	PUNCT
ejif-3845	88	1	the	the	DET
ejif-3845	88	2	researchers	researcher	NOUN
ejif-3845	88	3	were	be	AUX
ejif-3845	88	4	very	very	ADV
ejif-3845	88	5	interested	interested	ADJ
ejif-3845	88	6	in	in	ADP
ejif-3845	88	7	how	how	SCONJ
ejif-3845	88	8	to	to	PART
ejif-3845	88	9	measure	measure	VERB
ejif-3845	88	10	investor	investor	NOUN
ejif-3845	88	11	sentiment	sentiment	NOUN
ejif-3845	88	12	.	.	PUNCT
ejif-3845	89	1	some	some	PRON
ejif-3845	89	2	empiricists	empiricist	VERB
ejif-3845	89	3	use	use	VERB
ejif-3845	89	4	indirect	indirect	ADJ
ejif-3845	89	5	measures	measure	NOUN
ejif-3845	89	6	based	base	VERB
ejif-3845	89	7	on	on	ADP
ejif-3845	89	8	market	market	NOUN
ejif-3845	89	9	sentiment	sentiment	NOUN
ejif-3845	89	10	indices	indice	VERB
ejif-3845	89	11	.	.	PUNCT
ejif-3845	90	1	we	we	PRON
ejif-3845	90	2	may	may	AUX
ejif-3845	90	3	mention	mention	VERB
ejif-3845	90	4	for	for	ADP
ejif-3845	90	5	example	example	NOUN
ejif-3845	90	6	the	the	DET
ejif-3845	90	7	approach	approach	NOUN
ejif-3845	90	8	of	of	ADP
ejif-3845	90	9	baker	baker	PROPN
ejif-3845	90	10	and	and	CCONJ
ejif-3845	90	11	wurgler	wurgler	PROPN
ejif-3845	90	12	(	(	PUNCT
ejif-3845	90	13	2006	2006	NUM
ejif-3845	90	14	)	)	PUNCT
ejif-3845	90	15	offering	offer	VERB
ejif-3845	90	16	an	an	DET
ejif-3845	90	17	indirect	indirect	ADJ
ejif-3845	90	18	measure	measure	NOUN
ejif-3845	90	19	of	of	ADP
ejif-3845	90	20	investor	investor	NOUN
ejif-3845	90	21	confidence	confidence	NOUN
ejif-3845	90	22	by	by	ADP
ejif-3845	90	23	using	use	VERB
ejif-3845	90	24	six	six	NUM
ejif-3845	90	25	"	"	PUNCT
ejif-3845	90	26	inputs	input	NOUN
ejif-3845	90	27	"	"	PUNCT
ejif-3845	90	28	.	.	PUNCT
ejif-3845	91	1	other	other	ADJ
ejif-3845	91	2	empiricists	empiricist	VERB
ejif-3845	91	3	use	use	VERB
ejif-3845	91	4	direct	direct	ADJ
ejif-3845	91	5	measurements	measurement	NOUN
ejif-3845	91	6	with	with	ADP
ejif-3845	91	7	indices	index	NOUN
ejif-3845	91	8	based	base	VERB
ejif-3845	91	9	on	on	ADP
ejif-3845	91	10	surveys	survey	NOUN
ejif-3845	91	11	,	,	PUNCT
ejif-3845	91	12	such	such	ADJ
ejif-3845	91	13	as	as	ADP
ejif-3845	91	14	the	the	DET
ejif-3845	91	15	consumer	consumer	NOUN
ejif-3845	91	16	confidence	confidence	NOUN
ejif-3845	91	17	index	index	NOUN
ejif-3845	91	18	or	or	CCONJ
ejif-3845	91	19	"	"	PUNCT
ejif-3845	91	20	consumenten	consumenten	ADJ
ejif-3845	91	21	conjunctuur	conjunctuur	NOUN
ejif-3845	91	22	onderzoek	onderzoek	PROPN
ejif-3845	91	23	(	(	PUNCT
ejif-3845	91	24	cco	cco	PROPN
ejif-3845	91	25	)	)	PUNCT
ejif-3845	91	26	"	"	PUNCT
ejif-3845	92	1	cbs	cbs	PROPN
ejif-3845	92	2	netherlands	netherlands	PROPN
ejif-3845	92	3	1	1	NUM
ejif-3845	92	4	while	while	SCONJ
ejif-3845	92	5	this	this	DET
ejif-3845	92	6	approach	approach	NOUN
ejif-3845	92	7	shows	show	VERB
ejif-3845	92	8	a	a	DET
ejif-3845	92	9	clear	clear	ADJ
ejif-3845	92	10	theoretical	theoretical	ADJ
ejif-3845	92	11	link	link	NOUN
ejif-3845	92	12	of	of	ADP
ejif-3845	92	13	investor	investor	NOUN
ejif-3845	92	14	confidence	confidence	NOUN
ejif-3845	92	15	,	,	PUNCT
ejif-3845	92	16	it	it	PRON
ejif-3845	92	17	has	have	VERB
ejif-3845	92	18	the	the	DET
ejif-3845	92	19	disadvantage	disadvantage	NOUN
ejif-3845	92	20	of	of	ADP
ejif-3845	92	21	taking	take	VERB
ejif-3845	92	22	time	time	NOUN
ejif-3845	92	23	in	in	ADP
ejif-3845	92	24	the	the	DET
ejif-3845	92	25	polls	poll	NOUN
ejif-3845	92	26	and	and	CCONJ
ejif-3845	92	27	creating	create	VERB
ejif-3845	92	28	an	an	DET
ejif-3845	92	29	offset	offset	NOUN
ejif-3845	92	30	[	[	X
ejif-3845	92	31	15	15	NUM
ejif-3845	92	32	]	]	PUNCT
ejif-3845	92	33	.	.	PUNCT
ejif-3845	93	1	in	in	ADP
ejif-3845	93	2	addition	addition	NOUN
ejif-3845	93	3	,	,	PUNCT
ejif-3845	93	4	respondents	respondent	NOUN
ejif-3845	93	5	are	be	AUX
ejif-3845	93	6	often	often	ADV
ejif-3845	93	7	biased	bias	VERB
ejif-3845	93	8	by	by	ADP
ejif-3845	93	9	answering	answer	VERB
ejif-3845	93	10	questionnaires	questionnaire	NOUN
ejif-3845	93	11	;	;	PUNCT
ejif-3845	93	12	it	it	PRON
ejif-3845	93	13	is	be	AUX
ejif-3845	93	14	proving	prove	VERB
ejif-3845	93	15	to	to	PART
ejif-3845	93	16	be	be	AUX
ejif-3845	93	17	a	a	DET
ejif-3845	93	18	difficult	difficult	ADJ
ejif-3845	93	19	task	task	NOUN
ejif-3845	93	20	to	to	PART
ejif-3845	93	21	obtain	obtain	VERB
ejif-3845	93	22	sincere	sincere	ADJ
ejif-3845	93	23	and	and	CCONJ
ejif-3845	93	24	prudent	prudent	ADJ
ejif-3845	93	25	responses	response	NOUN
ejif-3845	93	26	by	by	ADP
ejif-3845	93	27	respondents	respondent	NOUN
ejif-3845	94	1	[	[	X
ejif-3845	94	2	16	16	NUM
ejif-3845	94	3	]	]	PUNCT
ejif-3845	94	4	.	.	PUNCT
ejif-3845	95	1	thus	thus	ADV
ejif-3845	95	2	we	we	PRON
ejif-3845	95	3	will	will	AUX
ejif-3845	95	4	consider	consider	VERB
ejif-3845	95	5	the	the	DET
ejif-3845	95	6	series	series	NOUN
ejif-3845	95	7	given	give	VERB
ejif-3845	95	8	by	by	ADP
ejif-3845	95	9	google	google	PROPN
ejif-3845	95	10	trends	trend	NOUN
ejif-3845	95	11	as	as	ADP
ejif-3845	95	12	a	a	DET
ejif-3845	95	13	measure	measure	NOUN
ejif-3845	95	14	of	of	ADP
ejif-3845	95	15	the	the	DET
ejif-3845	95	16	sentiment	sentiment	NOUN
ejif-3845	95	17	involving	involve	VERB
ejif-3845	95	18	the	the	DET
ejif-3845	95	19	degree	degree	NOUN
ejif-3845	95	20	of	of	ADP
ejif-3845	95	21	attention	attention	NOUN
ejif-3845	95	22	paid	pay	VERB
ejif-3845	95	23	by	by	ADP
ejif-3845	95	24	internet	internet	NOUN
ejif-3845	95	25	users	user	NOUN
ejif-3845	95	26	for	for	ADP
ejif-3845	95	27	the	the	DET
ejif-3845	95	28	word	word	NOUN
ejif-3845	95	29	«	«	PUNCT
ejif-3845	95	30	bitcoin	bitcoin	X
ejif-3845	95	31	»	»	NOUN
ejif-3845	95	32	in	in	ADP
ejif-3845	95	33	the	the	DET
ejif-3845	95	34	context	context	NOUN
ejif-3845	95	35	of	of	ADP
ejif-3845	95	36	«	«	PUNCT
ejif-3845	95	37	religion	religion	NOUN
ejif-3845	95	38	and	and	CCONJ
ejif-3845	95	39	beliefs	belief	NOUN
ejif-3845	95	40	»	»	PUNCT
ejif-3845	95	41	.	.	PUNCT
ejif-3845	96	1	iv	iv	X
ejif-3845	96	2	.	.	PUNCT
ejif-3845	96	3	twitter	twitter	NOUN
ejif-3845	96	4	sentiment	sentiment	NOUN
ejif-3845	96	5	this	this	DET
ejif-3845	96	6	framework	framework	NOUN
ejif-3845	96	7	is	be	AUX
ejif-3845	96	8	planned	plan	VERB
ejif-3845	96	9	on	on	ADP
ejif-3845	96	10	the	the	DET
ejif-3845	96	11	basis	basis	NOUN
ejif-3845	96	12	of	of	ADP
ejif-3845	96	13	two	two	NUM
ejif-3845	96	14	kinds	kind	NOUN
ejif-3845	96	15	of	of	ADP
ejif-3845	96	16	analysis	analysis	NOUN
ejif-3845	96	17	.	.	PUNCT
ejif-3845	97	1	the	the	DET
ejif-3845	97	2	first	first	ADJ
ejif-3845	97	3	aim	aim	NOUN
ejif-3845	97	4	at	at	ADP
ejif-3845	97	5	measuring	measure	VERB
ejif-3845	97	6	the	the	DET
ejif-3845	97	7	sentiment	sentiment	NOUN
ejif-3845	97	8	,	,	PUNCT
ejif-3845	97	9	while	while	SCONJ
ejif-3845	97	10	the	the	DET
ejif-3845	97	11	second	second	ADJ
ejif-3845	97	12	one	one	NOUN
ejif-3845	97	13	is	be	AUX
ejif-3845	97	14	oriented	orient	VERB
ejif-3845	97	15	at	at	ADP
ejif-3845	97	16	estimating	estimate	VERB
ejif-3845	97	17	the	the	DET
ejif-3845	97	18	emotions	emotion	NOUN
ejif-3845	97	19	expressed	express	VERB
ejif-3845	97	20	in	in	ADP
ejif-3845	97	21	posts	post	NOUN
ejif-3845	97	22	broadcasted	broadcast	VERB
ejif-3845	97	23	on	on	ADP
ejif-3845	97	24	social	social	ADJ
ejif-3845	97	25	networks	network	NOUN
ejif-3845	97	26	.	.	PUNCT
ejif-3845	98	1	tweets	tweet	NOUN
ejif-3845	98	2	are	be	AUX
ejif-3845	98	3	retrieved	retrieve	VERB
ejif-3845	98	4	by	by	ADP
ejif-3845	98	5	using	use	VERB
ejif-3845	98	6	twitter	twitter	NOUN
ejif-3845	98	7	apis	apis	ADJ
ejif-3845	98	8	,	,	PUNCT
ejif-3845	98	9	exploiting	exploit	VERB
ejif-3845	98	10	the	the	DET
ejif-3845	98	11	default	default	NOUN
ejif-3845	98	12	access	access	NOUN
ejif-3845	98	13	level	level	NOUN
ejif-3845	98	14	.	.	PUNCT
ejif-3845	99	1	by	by	ADP
ejif-3845	99	2	using	use	VERB
ejif-3845	99	3	a	a	DET
ejif-3845	99	4	special	special	ADJ
ejif-3845	99	5	account	account	NOUN
ejif-3845	99	6	,	,	PUNCT
ejif-3845	99	7	twitter	twitter	NOUN
ejif-3845	99	8	apis	apis	PROPN
ejif-3845	99	9	can	can	AUX
ejif-3845	99	10	also	also	ADV
ejif-3845	99	11	provide	provide	VERB
ejif-3845	99	12	two	two	NUM
ejif-3845	99	13	other	other	ADJ
ejif-3845	99	14	levels	level	NOUN
ejif-3845	99	15	of	of	ADP
ejif-3845	99	16	access	access	NOUN
ejif-3845	99	17	,	,	PUNCT
ejif-3845	99	18	the	the	DET
ejif-3845	99	19	firehose	firehose	NOUN
ejif-3845	99	20	and	and	CCONJ
ejif-3845	99	21	the	the	DET
ejif-3845	99	22	gardenhose	gardenhose	NOUN
ejif-3845	99	23	,	,	PUNCT
ejif-3845	99	24	returning	returning	NOUN
ejif-3845	99	25	,	,	PUNCT
ejif-3845	99	26	respectively	respectively	ADV
ejif-3845	99	27	,	,	PUNCT
ejif-3845	99	28	100	100	NUM
ejif-3845	99	29	%	%	NOUN
ejif-3845	99	30	and	and	CCONJ
ejif-3845	99	31	10	10	NUM
ejif-3845	99	32	%	%	NOUN
ejif-3845	99	33	of	of	ADP
ejif-3845	99	34	all	all	DET
ejif-3845	99	35	public	public	ADJ
ejif-3845	99	36	tweets	tweet	NOUN
ejif-3845	99	37	.	.	PUNCT
ejif-3845	100	1	the	the	DET
ejif-3845	100	2	retrieved	retrieve	VERB
ejif-3845	100	3	data	datum	NOUN
ejif-3845	100	4	of	of	ADP
ejif-3845	100	5	the	the	DET
ejif-3845	100	6	tweet	tweet	NOUN
ejif-3845	100	7	,	,	PUNCT
ejif-3845	100	8	contain	contain	VERB
ejif-3845	100	9	other	other	ADJ
ejif-3845	100	10	features	feature	NOUN
ejif-3845	100	11	,	,	PUNCT
ejif-3845	100	12	such	such	ADJ
ejif-3845	100	13	as	as	ADP
ejif-3845	100	14	date	date	NOUN
ejif-3845	100	15	,	,	PUNCT
ejif-3845	100	16	source	source	NOUN
ejif-3845	100	17	,	,	PUNCT
ejif-3845	100	18	type	type	NOUN
ejif-3845	100	19	,	,	PUNCT
ejif-3845	100	20	profile	profile	NOUN
ejif-3845	100	21	,	,	PUNCT
ejif-3845	100	22	location	location	NOUN
ejif-3845	100	23	,	,	PUNCT
ejif-3845	100	24	number	number	NOUN
ejif-3845	100	25	of	of	ADP
ejif-3845	100	26	favorited	favorite	VERB
ejif-3845	100	27	friends	friend	NOUN
ejif-3845	100	28	,	,	PUNCT
ejif-3845	100	29	followers	follower	NOUN
ejif-3845	100	30	,	,	PUNCT
ejif-3845	100	31	url	url	NOUN
ejif-3845	100	32	,	,	PUNCT
ejif-3845	100	33	hashtag	hashtag	NOUN
ejif-3845	100	34	,	,	PUNCT
ejif-3845	100	35	and	and	CCONJ
ejif-3845	100	36	so	so	ADV
ejif-3845	100	37	forth	forth	ADV
ejif-3845	100	38	.	.	PUNCT
ejif-3845	101	1	relevant	relevant	ADJ
ejif-3845	101	2	tweets	tweet	NOUN
ejif-3845	101	3	were	be	AUX
ejif-3845	101	4	searched	search	VERB
ejif-3845	101	5	and	and	CCONJ
ejif-3845	101	6	extracted	extract	VERB
ejif-3845	101	7	from	from	ADP
ejif-3845	101	8	twitter	twitter	NOUN
ejif-3845	101	9	programmatically	programmatically	ADV
ejif-3845	101	10	by	by	ADP
ejif-3845	101	11	using	use	VERB
ejif-3845	101	12	twitter	twitter	NOUN
ejif-3845	101	13	package	package	NOUN
ejif-3845	101	14	,	,	PUNCT
ejif-3845	101	15	written	write	VERB
ejif-3845	101	16	in	in	ADP
ejif-3845	101	17	r	r	NOUN
ejif-3845	101	18	programming	programming	NOUN
ejif-3845	101	19	language	language	NOUN
ejif-3845	101	20	.	.	PUNCT
ejif-3845	102	1	this	this	DET
ejif-3845	102	2	comprehensive	comprehensive	ADJ
ejif-3845	102	3	tweet	tweet	NOUN
ejif-3845	102	4	search	search	NOUN
ejif-3845	102	5	was	be	AUX
ejif-3845	102	6	conducted	conduct	VERB
ejif-3845	102	7	between	between	ADP
ejif-3845	102	8	03/04/2018	03/04/2018	NOUN
ejif-3845	102	9	to	to	ADP
ejif-3845	102	10	13/04/2018	13/04/2018	NUM
ejif-3845	102	11	.	.	PUNCT
ejif-3845	103	1	consequently	consequently	ADV
ejif-3845	103	2	,	,	PUNCT
ejif-3845	103	3	the	the	DET
ejif-3845	103	4	collection	collection	NOUN
ejif-3845	103	5	of	of	ADP
ejif-3845	103	6	related	related	ADJ
ejif-3845	103	7	tweets	tweet	NOUN
ejif-3845	103	8	was	be	AUX
ejif-3845	103	9	retrieved	retrieve	VERB
ejif-3845	103	10	and	and	CCONJ
ejif-3845	103	11	saved	save	VERB
ejif-3845	103	12	in	in	ADP
ejif-3845	103	13	csv	csv	NOUN
ejif-3845	103	14	files	file	NOUN
ejif-3845	103	15	.	.	PUNCT
ejif-3845	104	1	the	the	DET
ejif-3845	104	2	data	datum	NOUN
ejif-3845	104	3	in	in	ADP
ejif-3845	104	4	this	this	DET
ejif-3845	104	5	file	file	NOUN
ejif-3845	104	6	contained	contain	VERB
ejif-3845	104	7	the	the	DET
ejif-3845	104	8	tweet	tweet	NOUN
ejif-3845	104	9	information	information	NOUN
ejif-3845	104	10	along	along	ADP
ejif-3845	104	11	with	with	ADP
ejif-3845	104	12	user	user	NOUN
ejif-3845	104	13	information	information	NOUN
ejif-3845	104	14	posting	post	VERB
ejif-3845	104	15	the	the	DET
ejif-3845	104	16	tweet	tweet	NOUN
ejif-3845	104	17	.	.	PUNCT
ejif-3845	105	1	posting	post	VERB
ejif-3845	105	2	dates	date	NOUN
ejif-3845	105	3	were	be	AUX
ejif-3845	105	4	also	also	ADV
ejif-3845	105	5	substantial	substantial	ADJ
ejif-3845	105	6	for	for	ADP
ejif-3845	105	7	the	the	DET
ejif-3845	105	8	analyses	analysis	NOUN
ejif-3845	105	9	.	.	PUNCT
ejif-3845	106	1	however	however	ADV
ejif-3845	106	2	,	,	PUNCT
ejif-3845	106	3	not	not	PART
ejif-3845	106	4	all	all	DET
ejif-3845	106	5	the	the	DET
ejif-3845	106	6	tweets	tweet	NOUN
ejif-3845	106	7	had	have	VERB
ejif-3845	106	8	the	the	DET
ejif-3845	106	9	posting	posting	NOUN
ejif-3845	106	10	date	date	NOUN
ejif-3845	106	11	information	information	NOUN
ejif-3845	106	12	.	.	PUNCT
ejif-3845	107	1	the	the	DET
ejif-3845	107	2	analyses	analysis	NOUN
ejif-3845	107	3	in	in	ADP
ejif-3845	107	4	this	this	DET
ejif-3845	107	5	study	study	NOUN
ejif-3845	107	6	performed	perform	VERB
ejif-3845	107	7	using	use	VERB
ejif-3845	107	8	the	the	DET
ejif-3845	107	9	tweets	tweet	NOUN
ejif-3845	107	10	with	with	ADP
ejif-3845	107	11	no	no	DET
ejif-3845	107	12	missing	miss	VERB
ejif-3845	107	13	values	value	NOUN
ejif-3845	107	14	.	.	PUNCT
ejif-3845	108	1	1	1	NUM
ejif-3845	108	2	www.cbs.nl	www.cbs.nl	PROPN
ejif-3845	108	3	ejif	ejif	PROPN
ejif-3845	108	4	–	–	PUNCT
ejif-3845	108	5	european	european	PROPN
ejif-3845	108	6	journal	journal	PROPN
ejif-3845	108	7	of	of	ADP
ejif-3845	108	8	islamic	islamic	PROPN
ejif-3845	108	9	finance	finance	PROPN
ejif-3845	108	10	second	second	ADJ
ejif-3845	108	11	special	special	ADJ
ejif-3845	108	12	issue	issue	NOUN
ejif-3845	108	13	for	for	ADP
ejif-3845	108	14	ejif	ejif	PROPN
ejif-3845	108	15	workshop	workshop	PROPN
ejif-3845	108	16	http://www.ojs.unito.it/index.php/ejif	http://www.ojs.unito.it/index.php/ejif	PROPN
ejif-3845	108	17	issn	issn	PROPN
ejif-3845	108	18	2421	2421	NUM
ejif-3845	108	19	-	-	SYM
ejif-3845	108	20	2172	2172	NUM
ejif-3845	108	21	4	4	NUM
ejif-3845	108	22	during	during	ADP
ejif-3845	108	23	data	datum	NOUN
ejif-3845	108	24	cleaning	cleaning	NOUN
ejif-3845	108	25	,	,	PUNCT
ejif-3845	108	26	the	the	DET
ejif-3845	108	27	retweets	retweet	NOUN
ejif-3845	108	28	were	be	AUX
ejif-3845	108	29	also	also	ADV
ejif-3845	108	30	omitted	omit	VERB
ejif-3845	108	31	as	as	ADP
ejif-3845	108	32	the	the	DET
ejif-3845	108	33	aim	aim	NOUN
ejif-3845	108	34	of	of	ADP
ejif-3845	108	35	this	this	DET
ejif-3845	108	36	study	study	NOUN
ejif-3845	108	37	is	be	AUX
ejif-3845	108	38	to	to	PART
ejif-3845	108	39	specify	specify	VERB
ejif-3845	108	40	the	the	DET
ejif-3845	108	41	sentiments	sentiment	NOUN
ejif-3845	108	42	or	or	CCONJ
ejif-3845	108	43	opinions	opinion	NOUN
ejif-3845	108	44	of	of	ADP
ejif-3845	108	45	individuals	individual	NOUN
ejif-3845	108	46	and	and	CCONJ
ejif-3845	108	47	the	the	DET
ejif-3845	108	48	retweets	retweet	NOUN
ejif-3845	108	49	were	be	AUX
ejif-3845	108	50	not	not	PART
ejif-3845	108	51	considered	consider	VERB
ejif-3845	108	52	to	to	PART
ejif-3845	108	53	reflect	reflect	VERB
ejif-3845	108	54	a	a	DET
ejif-3845	108	55	new	new	ADJ
ejif-3845	108	56	personal	personal	ADJ
ejif-3845	108	57	opinion	opinion	NOUN
ejif-3845	108	58	.	.	PUNCT
ejif-3845	109	1	therefore	therefore	ADV
ejif-3845	109	2	,	,	PUNCT
ejif-3845	109	3	we	we	PRON
ejif-3845	109	4	removed	remove	VERB
ejif-3845	109	5	retweets	retweet	NOUN
ejif-3845	109	6	from	from	ADP
ejif-3845	109	7	our	our	PRON
ejif-3845	109	8	analyses	analysis	NOUN
ejif-3845	109	9	.	.	PUNCT
ejif-3845	110	1	the	the	DET
ejif-3845	110	2	language	language	NOUN
ejif-3845	110	3	of	of	ADP
ejif-3845	110	4	each	each	DET
ejif-3845	110	5	tweet	tweet	NOUN
ejif-3845	110	6	is	be	AUX
ejif-3845	110	7	automatically	automatically	ADV
ejif-3845	110	8	detected	detect	VERB
ejif-3845	110	9	and	and	CCONJ
ejif-3845	110	10	,	,	PUNCT
ejif-3845	110	11	if	if	SCONJ
ejif-3845	110	12	it	it	PRON
ejif-3845	110	13	is	be	AUX
ejif-3845	110	14	different	different	ADJ
ejif-3845	110	15	from	from	ADP
ejif-3845	110	16	english	english	PROPN
ejif-3845	110	17	,	,	PUNCT
ejif-3845	110	18	an	an	DET
ejif-3845	110	19	online	online	ADJ
ejif-3845	110	20	translation	translation	NOUN
ejif-3845	110	21	service	service	NOUN
ejif-3845	110	22	is	be	AUX
ejif-3845	110	23	invoked	invoke	VERB
ejif-3845	110	24	,	,	PUNCT
ejif-3845	110	25	so	so	SCONJ
ejif-3845	110	26	as	as	SCONJ
ejif-3845	110	27	to	to	PART
ejif-3845	110	28	translate	translate	VERB
ejif-3845	110	29	in	in	ADP
ejif-3845	110	30	the	the	DET
ejif-3845	110	31	best	good	ADJ
ejif-3845	110	32	possible	possible	ADJ
ejif-3845	110	33	way	way	NOUN
ejif-3845	110	34	the	the	DET
ejif-3845	110	35	currently	currently	ADV
ejif-3845	110	36	examined	examine	VERB
ejif-3845	110	37	tweet	tweet	NOUN
ejif-3845	110	38	using	use	VERB
ejif-3845	110	39	only	only	ADJ
ejif-3845	110	40	english	english	PROPN
ejif-3845	110	41	.	.	PUNCT
ejif-3845	111	1	in	in	ADP
ejif-3845	111	2	fact	fact	NOUN
ejif-3845	111	3	,	,	PUNCT
ejif-3845	111	4	according	accord	VERB
ejif-3845	111	5	to	to	ADP
ejif-3845	111	6	[	[	X
ejif-3845	111	7	17	17	NUM
ejif-3845	111	8	]	]	PUNCT
ejif-3845	111	9	,	,	PUNCT
ejif-3845	111	10	[	[	X
ejif-3845	111	11	18	18	NUM
ejif-3845	111	12	]	]	PUNCT
ejif-3845	111	13	and	and	CCONJ
ejif-3845	111	14	[	[	X
ejif-3845	111	15	19	19	NUM
ejif-3845	111	16	]	]	PUNCT
ejif-3845	111	17	in	in	ADP
ejif-3845	111	18	some	some	DET
ejif-3845	111	19	cases	case	NOUN
ejif-3845	111	20	a	a	DET
ejif-3845	111	21	translation	translation	NOUN
ejif-3845	111	22	procedure	procedure	NOUN
ejif-3845	111	23	can	can	AUX
ejif-3845	111	24	be	be	AUX
ejif-3845	111	25	useful	useful	ADJ
ejif-3845	111	26	for	for	ADP
ejif-3845	111	27	detecting	detect	VERB
ejif-3845	111	28	sentiment	sentiment	NOUN
ejif-3845	111	29	in	in	ADP
ejif-3845	111	30	language	language	NOUN
ejif-3845	111	31	other	other	ADJ
ejif-3845	111	32	than	than	ADP
ejif-3845	111	33	english	english	PROPN
ejif-3845	111	34	.	.	PUNCT
ejif-3845	112	1	at	at	ADP
ejif-3845	112	2	this	this	DET
ejif-3845	112	3	point	point	NOUN
ejif-3845	112	4	of	of	ADP
ejif-3845	112	5	the	the	DET
ejif-3845	112	6	development	development	NOUN
ejif-3845	112	7	of	of	ADP
ejif-3845	112	8	the	the	DET
ejif-3845	112	9	entire	entire	ADJ
ejif-3845	112	10	framework	framework	NOUN
ejif-3845	112	11	,	,	PUNCT
ejif-3845	112	12	this	this	PRON
ejif-3845	112	13	allows	allow	VERB
ejif-3845	112	14	us	we	PRON
ejif-3845	112	15	to	to	PART
ejif-3845	112	16	refine	refine	VERB
ejif-3845	112	17	as	as	ADV
ejif-3845	112	18	much	much	ADJ
ejif-3845	112	19	as	as	ADP
ejif-3845	112	20	possible	possible	ADJ
ejif-3845	112	21	the	the	DET
ejif-3845	112	22	modules	module	NOUN
ejif-3845	112	23	as	as	ADP
ejif-3845	112	24	a	a	DET
ejif-3845	112	25	function	function	NOUN
ejif-3845	112	26	of	of	ADP
ejif-3845	112	27	only	only	ADV
ejif-3845	112	28	one	one	NUM
ejif-3845	112	29	language	language	NOUN
ejif-3845	112	30	.	.	PUNCT
ejif-3845	113	1	all	all	DET
ejif-3845	113	2	tweets	tweet	NOUN
ejif-3845	113	3	so	so	ADV
ejif-3845	113	4	obtained	obtain	VERB
ejif-3845	113	5	are	be	AUX
ejif-3845	113	6	,	,	PUNCT
ejif-3845	113	7	then	then	ADV
ejif-3845	113	8	,	,	PUNCT
ejif-3845	113	9	pre	pre	ADJ
ejif-3845	113	10	-	-	VERB
ejif-3845	113	11	processed	process	VERB
ejif-3845	113	12	as	as	ADP
ejif-3845	113	13	in	in	ADP
ejif-3845	113	14	the	the	DET
ejif-3845	113	15	following	following	NOUN
ejif-3845	113	16	:	:	PUNCT
ejif-3845	113	17	stop	stop	VERB
ejif-3845	113	18	words	word	NOUN
ejif-3845	113	19	are	be	AUX
ejif-3845	113	20	filtered	filter	VERB
ejif-3845	113	21	out	out	ADP
ejif-3845	113	22	,	,	PUNCT
ejif-3845	113	23	links	link	NOUN
ejif-3845	113	24	and	and	CCONJ
ejif-3845	113	25	hashtag	hashtag	NOUN
ejif-3845	113	26	are	be	AUX
ejif-3845	113	27	removed	remove	VERB
ejif-3845	113	28	,	,	PUNCT
ejif-3845	113	29	and	and	CCONJ
ejif-3845	113	30	words	word	NOUN
ejif-3845	113	31	of	of	ADP
ejif-3845	113	32	length	length	NOUN
ejif-3845	113	33	less	less	ADJ
ejif-3845	113	34	than	than	ADP
ejif-3845	113	35	three	three	NUM
ejif-3845	113	36	characters	character	NOUN
ejif-3845	113	37	were	be	AUX
ejif-3845	113	38	discarded	discard	VERB
ejif-3845	113	39	before	before	ADP
ejif-3845	113	40	processing	process	VERB
ejif-3845	113	41	the	the	DET
ejif-3845	113	42	text	text	NOUN
ejif-3845	113	43	because	because	SCONJ
ejif-3845	113	44	they	they	PRON
ejif-3845	113	45	often	often	ADV
ejif-3845	113	46	hide	hide	VERB
ejif-3845	113	47	off	off	ADP
ejif-3845	113	48	-	-	PUNCT
ejif-3845	113	49	topic	topic	NOUN
ejif-3845	113	50	posts	post	NOUN
ejif-3845	113	51	or	or	CCONJ
ejif-3845	113	52	even	even	ADV
ejif-3845	113	53	spam	spam	NOUN
ejif-3845	113	54	.	.	PUNCT
ejif-3845	114	1	the	the	DET
ejif-3845	114	2	tweets	tweet	NOUN
ejif-3845	114	3	containing	contain	VERB
ejif-3845	114	4	mainly	mainly	ADV
ejif-3845	114	5	abnormal	abnormal	ADJ
ejif-3845	114	6	sequences	sequence	NOUN
ejif-3845	114	7	of	of	ADP
ejif-3845	114	8	characters	character	NOUN
ejif-3845	114	9	were	be	AUX
ejif-3845	114	10	discarded	discard	VERB
ejif-3845	114	11	[	[	PUNCT
ejif-3845	114	12	20	20	NUM
ejif-3845	114	13	]	]	PUNCT
ejif-3845	114	14	.	.	PUNCT
ejif-3845	115	1	the	the	DET
ejif-3845	115	2	processing	processing	NOUN
ejif-3845	115	3	step	step	NOUN
ejif-3845	115	4	just	just	ADV
ejif-3845	115	5	described	describe	VERB
ejif-3845	115	6	,	,	PUNCT
ejif-3845	115	7	culminates	culminate	VERB
ejif-3845	115	8	in	in	ADP
ejif-3845	115	9	the	the	DET
ejif-3845	115	10	intervention	intervention	NOUN
ejif-3845	115	11	of	of	ADP
ejif-3845	115	12	the	the	DET
ejif-3845	115	13	two	two	NUM
ejif-3845	115	14	modules	module	NOUN
ejif-3845	115	15	of	of	ADP
ejif-3845	115	16	sentiment	sentiment	NOUN
ejif-3845	115	17	and	and	CCONJ
ejif-3845	115	18	emotion	emotion	NOUN
ejif-3845	115	19	analysis	analysis	NOUN
ejif-3845	115	20	.	.	PUNCT
ejif-3845	116	1	in	in	ADP
ejif-3845	116	2	particular	particular	ADJ
ejif-3845	116	3	,	,	PUNCT
ejif-3845	116	4	the	the	DET
ejif-3845	116	5	sentiment	sentiment	NOUN
ejif-3845	116	6	detection	detection	NOUN
ejif-3845	116	7	module	module	NOUN
ejif-3845	116	8	estimates	estimate	VERB
ejif-3845	116	9	the	the	DET
ejif-3845	116	10	predominant	predominant	ADJ
ejif-3845	116	11	orientation	orientation	NOUN
ejif-3845	116	12	,	,	PUNCT
ejif-3845	116	13	i.e.	i.e.	X
ejif-3845	116	14	positive	positive	ADJ
ejif-3845	116	15	or	or	CCONJ
ejif-3845	116	16	negative	negative	ADJ
ejif-3845	116	17	,	,	PUNCT
ejif-3845	116	18	of	of	ADP
ejif-3845	116	19	each	each	DET
ejif-3845	116	20	tweet	tweet	NOUN
ejif-3845	116	21	.	.	PUNCT
ejif-3845	117	1	simultaneously	simultaneously	ADV
ejif-3845	117	2	,	,	PUNCT
ejif-3845	117	3	the	the	DET
ejif-3845	117	4	emotion	emotion	NOUN
ejif-3845	117	5	detection	detection	NOUN
ejif-3845	117	6	module	module	NOUN
ejif-3845	117	7	identifies	identify	VERB
ejif-3845	117	8	the	the	DET
ejif-3845	117	9	emotions	emotion	NOUN
ejif-3845	117	10	expressed	express	VERB
ejif-3845	117	11	by	by	ADP
ejif-3845	117	12	the	the	DET
ejif-3845	117	13	current	current	ADJ
ejif-3845	117	14	tweet	tweet	NOUN
ejif-3845	117	15	,	,	PUNCT
ejif-3845	117	16	giving	give	VERB
ejif-3845	117	17	as	as	ADP
ejif-3845	117	18	a	a	DET
ejif-3845	117	19	result	result	NOUN
ejif-3845	117	20	the	the	DET
ejif-3845	117	21	predominant	predominant	ADJ
ejif-3845	117	22	feeling	feeling	NOUN
ejif-3845	117	23	among	among	ADP
ejif-3845	117	24	one	one	NUM
ejif-3845	117	25	of	of	ADP
ejif-3845	117	26	the	the	DET
ejif-3845	117	27	following	following	NOUN
ejif-3845	117	28	:	:	PUNCT
ejif-3845	117	29	anger	anger	NOUN
ejif-3845	117	30	,	,	PUNCT
ejif-3845	117	31	disgust	disgust	NOUN
ejif-3845	117	32	,	,	PUNCT
ejif-3845	117	33	fear	fear	NOUN
ejif-3845	117	34	,	,	PUNCT
ejif-3845	117	35	joy	joy	NOUN
ejif-3845	117	36	,	,	PUNCT
ejif-3845	117	37	sadness	sadness	NOUN
ejif-3845	117	38	,	,	PUNCT
ejif-3845	117	39	and	and	CCONJ
ejif-3845	117	40	surprise	surprise	NOUN
ejif-3845	118	1	[	[	X
ejif-3845	118	2	21	21	NUM
ejif-3845	118	3	]	]	PUNCT
ejif-3845	118	4	.	.	PUNCT
ejif-3845	119	1	the	the	DET
ejif-3845	119	2	choice	choice	NOUN
ejif-3845	119	3	of	of	ADP
ejif-3845	119	4	these	these	DET
ejif-3845	119	5	six	six	NUM
ejif-3845	119	6	emotions	emotion	NOUN
ejif-3845	119	7	comes	come	VERB
ejif-3845	119	8	from	from	ADP
ejif-3845	119	9	the	the	DET
ejif-3845	119	10	psychological	psychological	ADJ
ejif-3845	119	11	evidence	evidence	NOUN
ejif-3845	119	12	of	of	ADP
ejif-3845	119	13	human	human	NOUN
ejif-3845	119	14	nonverbally	nonverbally	ADV
ejif-3845	119	15	expressed	express	VERB
ejif-3845	119	16	emotions	emotion	NOUN
ejif-3845	119	17	proposed	propose	VERB
ejif-3845	119	18	by	by	ADP
ejif-3845	119	19	ekman	ekman	PROPN
ejif-3845	119	20	(	(	PUNCT
ejif-3845	119	21	1992	1992	NUM
ejif-3845	119	22	)	)	PUNCT
ejif-3845	119	23	.	.	PUNCT
ejif-3845	120	1	therefore	therefore	ADV
ejif-3845	120	2	,	,	PUNCT
ejif-3845	120	3	we	we	PRON
ejif-3845	120	4	introduce	introduce	VERB
ejif-3845	120	5	some	some	DET
ejif-3845	120	6	details	detail	NOUN
ejif-3845	120	7	about	about	ADP
ejif-3845	120	8	both	both	CCONJ
ejif-3845	120	9	the	the	DET
ejif-3845	120	10	sentiment	sentiment	NOUN
ejif-3845	120	11	and	and	CCONJ
ejif-3845	120	12	emotion	emotion	NOUN
ejif-3845	120	13	detection	detection	NOUN
ejif-3845	120	14	modules	module	NOUN
ejif-3845	120	15	that	that	PRON
ejif-3845	120	16	,	,	PUNCT
ejif-3845	120	17	at	at	ADP
ejif-3845	120	18	this	this	DET
ejif-3845	120	19	stage	stage	NOUN
ejif-3845	120	20	of	of	ADP
ejif-3845	120	21	overall	overall	ADJ
ejif-3845	120	22	development	development	NOUN
ejif-3845	120	23	of	of	ADP
ejif-3845	120	24	the	the	DET
ejif-3845	120	25	framework	framework	NOUN
ejif-3845	120	26	,	,	PUNCT
ejif-3845	120	27	cover	cover	VERB
ejif-3845	120	28	the	the	DET
ejif-3845	120	29	most	most	ADV
ejif-3845	120	30	important	important	ADJ
ejif-3845	120	31	experimental	experimental	ADJ
ejif-3845	120	32	role	role	NOUN
ejif-3845	120	33	.	.	PUNCT
ejif-3845	121	1	furthermore	furthermore	ADV
ejif-3845	121	2	,	,	PUNCT
ejif-3845	121	3	some	some	DET
ejif-3845	121	4	aspects	aspect	NOUN
ejif-3845	121	5	of	of	ADP
ejif-3845	121	6	the	the	DET
ejif-3845	121	7	visualization	visualization	NOUN
ejif-3845	121	8	module	module	NOUN
ejif-3845	121	9	are	be	AUX
ejif-3845	121	10	also	also	ADV
ejif-3845	121	11	introduced	introduce	VERB
ejif-3845	121	12	.	.	PUNCT
ejif-3845	122	1	a.	a.	NOUN
ejif-3845	122	2	sentiment	sentiment	NOUN
ejif-3845	122	3	detection	detection	NOUN
ejif-3845	122	4	module	module	NOUN
ejif-3845	122	5	sentiment	sentiment	NOUN
ejif-3845	122	6	detection	detection	NOUN
ejif-3845	122	7	module	module	NOUN
ejif-3845	122	8	exploits	exploit	VERB
ejif-3845	122	9	different	different	ADJ
ejif-3845	122	10	sentiment	sentiment	NOUN
ejif-3845	122	11	detection	detection	NOUN
ejif-3845	122	12	tools	tool	NOUN
ejif-3845	122	13	,	,	PUNCT
ejif-3845	122	14	constituting	constitute	VERB
ejif-3845	122	15	a	a	DET
ejif-3845	122	16	submodule	submodule	NOUN
ejif-3845	122	17	,	,	PUNCT
ejif-3845	122	18	which	which	PRON
ejif-3845	122	19	can	can	AUX
ejif-3845	122	20	be	be	AUX
ejif-3845	122	21	plugged	plug	VERB
ejif-3845	122	22	or	or	CCONJ
ejif-3845	122	23	unplugged	unplug	VERB
ejif-3845	122	24	,	,	PUNCT
ejif-3845	122	25	at	at	ADP
ejif-3845	122	26	will	will	NOUN
ejif-3845	122	27	.	.	PUNCT
ejif-3845	123	1	in	in	ADP
ejif-3845	123	2	particular	particular	ADJ
ejif-3845	123	3	,	,	PUNCT
ejif-3845	123	4	at	at	ADP
ejif-3845	123	5	present	present	ADJ
ejif-3845	123	6	the	the	DET
ejif-3845	123	7	sentiment	sentiment	NOUN
ejif-3845	123	8	detection	detection	NOUN
ejif-3845	123	9	module	module	NOUN
ejif-3845	123	10	exploits	exploit	VERB
ejif-3845	123	11	naive	naive	ADJ
ejif-3845	123	12	bayes	bayes	NOUN
ejif-3845	123	13	detection	detection	NOUN
ejif-3845	123	14	algorithm	algorithm	NOUN
ejif-3845	123	15	as	as	ADP
ejif-3845	123	16	sentiment	sentiment	NOUN
ejif-3845	123	17	analysis	analysis	NOUN
ejif-3845	123	18	tool	tool	NOUN
ejif-3845	123	19	.	.	PUNCT
ejif-3845	124	1	the	the	DET
ejif-3845	124	2	dataset	dataset	NOUN
ejif-3845	124	3	contains	contain	VERB
ejif-3845	124	4	941	941	NUM
ejif-3845	124	5	terms	term	NOUN
ejif-3845	124	6	,	,	PUNCT
ejif-3845	124	7	each	each	PRON
ejif-3845	124	8	of	of	ADP
ejif-3845	124	9	which	which	PRON
ejif-3845	124	10	is	be	AUX
ejif-3845	124	11	associated	associate	VERB
ejif-3845	124	12	to	to	ADP
ejif-3845	124	13	a	a	DET
ejif-3845	124	14	sentiment	sentiment	NOUN
ejif-3845	124	15	which	which	PRON
ejif-3845	124	16	can	can	AUX
ejif-3845	124	17	be	be	AUX
ejif-3845	124	18	“	"	PUNCT
ejif-3845	124	19	positive	positive	ADJ
ejif-3845	124	20	”	"	PUNCT
ejif-3845	124	21	na¨ıve	na¨ıve	PROPN
ejif-3845	124	22	bayes	bayes	PROPN
ejif-3845	124	23	detection	detection	NOUN
ejif-3845	124	24	algorithm	algorithm	NOUN
ejif-3845	124	25	has	have	AUX
ejif-3845	124	26	been	be	AUX
ejif-3845	124	27	trained	train	VERB
ejif-3845	124	28	on	on	ADP
ejif-3845	124	29	wiebe	wiebe	PROPN
ejif-3845	124	30	’s	’s	PART
ejif-3845	124	31	subjectivity	subjectivity	NOUN
ejif-3845	124	32	lexicon	lexicon	NOUN
ejif-3845	125	1	[	[	X
ejif-3845	125	2	22	22	NUM
ejif-3845	125	3	]	]	X
ejif-3845	125	4	;	;	PUNCT
ejif-3845	125	5	overall	overall	ADV
ejif-3845	125	6	,	,	PUNCT
ejif-3845	125	7	or	or	CCONJ
ejif-3845	125	8	“	"	PUNCT
ejif-3845	125	9	negative	negative	ADJ
ejif-3845	125	10	”	"	PUNCT
ejif-3845	125	11	.	.	PUNCT
ejif-3845	126	1	the	the	DET
ejif-3845	126	2	learning	learning	NOUN
ejif-3845	126	3	module	module	NOUN
ejif-3845	126	4	analyzes	analyze	VERB
ejif-3845	126	5	a	a	DET
ejif-3845	126	6	given	give	VERB
ejif-3845	126	7	text	text	NOUN
ejif-3845	126	8	and	and	CCONJ
ejif-3845	126	9	for	for	SCONJ
ejif-3845	126	10	each	each	DET
ejif-3845	126	11	polarity	polarity	NOUN
ejif-3845	126	12	returns	return	VERB
ejif-3845	126	13	its	its	PRON
ejif-3845	126	14	absolute	absolute	ADJ
ejif-3845	126	15	log	log	NOUN
ejif-3845	126	16	likelihood	likelihood	NOUN
ejif-3845	126	17	expressing	express	VERB
ejif-3845	126	18	that	that	DET
ejif-3845	126	19	sentiment	sentiment	NOUN
ejif-3845	126	20	;	;	PUNCT
ejif-3845	126	21	results	result	NOUN
ejif-3845	126	22	are	be	AUX
ejif-3845	126	23	then	then	ADV
ejif-3845	126	24	evaluated	evaluate	VERB
ejif-3845	126	25	,	,	PUNCT
ejif-3845	126	26	resulting	result	VERB
ejif-3845	126	27	in	in	ADP
ejif-3845	126	28	the	the	DET
ejif-3845	126	29	most	most	ADV
ejif-3845	126	30	likely	likely	ADJ
ejif-3845	126	31	polarity	polarity	NOUN
ejif-3845	126	32	b.	b.	PROPN
ejif-3845	126	33	emotion	emotion	NOUN
ejif-3845	126	34	detection	detection	NOUN
ejif-3845	126	35	module	module	NOUN
ejif-3845	126	36	as	as	ADV
ejif-3845	126	37	well	well	ADV
ejif-3845	126	38	known	know	VERB
ejif-3845	126	39	,	,	PUNCT
ejif-3845	126	40	tweets	tweet	NOUN
ejif-3845	126	41	can	can	AUX
ejif-3845	126	42	express	express	VERB
ejif-3845	126	43	also	also	ADV
ejif-3845	126	44	emotions	emotion	NOUN
ejif-3845	126	45	and	and	CCONJ
ejif-3845	126	46	,	,	PUNCT
ejif-3845	126	47	as	as	ADP
ejif-3845	126	48	such	such	ADJ
ejif-3845	126	49	,	,	PUNCT
ejif-3845	126	50	this	this	DET
ejif-3845	126	51	module	module	NOUN
ejif-3845	126	52	estimates	estimate	VERB
ejif-3845	126	53	the	the	DET
ejif-3845	126	54	most	most	ADV
ejif-3845	126	55	appropriate	appropriate	ADJ
ejif-3845	126	56	one	one	NUM
ejif-3845	126	57	for	for	ADP
ejif-3845	126	58	each	each	DET
ejif-3845	126	59	tweet	tweet	NOUN
ejif-3845	126	60	among	among	ADP
ejif-3845	126	61	the	the	DET
ejif-3845	126	62	six	six	NUM
ejif-3845	126	63	basic	basic	ADJ
ejif-3845	126	64	emotions	emotion	NOUN
ejif-3845	126	65	:	:	PUNCT
ejif-3845	126	66	anger	anger	NOUN
ejif-3845	126	67	,	,	PUNCT
ejif-3845	126	68	disgust	disgust	NOUN
ejif-3845	126	69	,	,	PUNCT
ejif-3845	126	70	fear	fear	NOUN
ejif-3845	126	71	,	,	PUNCT
ejif-3845	126	72	joy	joy	NOUN
ejif-3845	126	73	,	,	PUNCT
ejif-3845	126	74	sadness	sadness	NOUN
ejif-3845	126	75	,	,	PUNCT
ejif-3845	126	76	surprise	surprise	NOUN
ejif-3845	126	77	proposed	propose	VERB
ejif-3845	126	78	by	by	ADP
ejif-3845	126	79	ekman	ekman	PROPN
ejif-3845	126	80	(	(	PUNCT
ejif-3845	126	81	1992	1992	NUM
ejif-3845	126	82	)	)	PUNCT
ejif-3845	126	83	.	.	PUNCT
ejif-3845	127	1	the	the	DET
ejif-3845	127	2	emotion	emotion	NOUN
ejif-3845	127	3	detection	detection	NOUN
ejif-3845	127	4	module	module	NOUN
ejif-3845	127	5	can	can	AUX
ejif-3845	127	6	exploit	exploit	VERB
ejif-3845	127	7	different	different	ADJ
ejif-3845	127	8	emotion	emotion	NOUN
ejif-3845	127	9	detection	detection	NOUN
ejif-3845	127	10	tools	tool	NOUN
ejif-3845	127	11	,	,	PUNCT
ejif-3845	127	12	embedded	embed	VERB
ejif-3845	127	13	as	as	ADP
ejif-3845	127	14	sub	sub	NOUN
ejif-3845	127	15	-	-	NOUN
ejif-3845	127	16	modules	module	NOUN
ejif-3845	127	17	,	,	PUNCT
ejif-3845	127	18	which	which	PRON
ejif-3845	127	19	can	can	AUX
ejif-3845	127	20	be	be	AUX
ejif-3845	127	21	plugged	plug	VERB
ejif-3845	127	22	or	or	CCONJ
ejif-3845	127	23	unplugged	unplug	VERB
ejif-3845	127	24	at	at	ADP
ejif-3845	127	25	will	will	NOUN
ejif-3845	127	26	.	.	PUNCT
ejif-3845	128	1	in	in	ADP
ejif-3845	128	2	particular	particular	ADJ
ejif-3845	128	3	,	,	PUNCT
ejif-3845	128	4	two	two	NUM
ejif-3845	128	5	submodules	submodule	NOUN
ejif-3845	128	6	,	,	PUNCT
ejif-3845	128	7	a	a	DET
ejif-3845	128	8	naive	naive	ADJ
ejif-3845	128	9	bayes	bayes	NOUN
ejif-3845	128	10	learning	learn	VERB
ejif-3845	128	11	algorithm	algorithm	NOUN
ejif-3845	128	12	and	and	CCONJ
ejif-3845	128	13	a	a	DET
ejif-3845	128	14	voter	voter	NOUN
ejif-3845	128	15	algorithm	algorithm	NOUN
ejif-3845	128	16	have	have	AUX
ejif-3845	128	17	been	be	AUX
ejif-3845	128	18	at	at	ADP
ejif-3845	128	19	present	present	ADJ
ejif-3845	128	20	plugged	plug	VERB
ejif-3845	128	21	in	in	ADP
ejif-3845	128	22	the	the	DET
ejif-3845	128	23	emotion	emotion	NOUN
ejif-3845	128	24	detection	detection	NOUN
ejif-3845	128	25	module	module	NOUN
ejif-3845	128	26	.	.	PUNCT
ejif-3845	129	1	each	each	PRON
ejif-3845	129	2	of	of	ADP
ejif-3845	129	3	them	they	PRON
ejif-3845	129	4	is	be	AUX
ejif-3845	129	5	briefly	briefly	ADV
ejif-3845	129	6	summarized	summarize	VERB
ejif-3845	129	7	below	below	ADP
ejif-3845	129	8	:	:	PUNCT
ejif-3845	129	9	•	•	SCONJ
ejif-3845	129	10	the	the	DET
ejif-3845	129	11	simple	simple	ADJ
ejif-3845	129	12	voter	voter	NOUN
ejif-3845	129	13	algorithm	algorithm	NOUN
ejif-3845	129	14	uses	use	VERB
ejif-3845	129	15	the	the	DET
ejif-3845	129	16	above	above	ADV
ejif-3845	129	17	-	-	PUNCT
ejif-3845	129	18	mentioned	mention	VERB
ejif-3845	129	19	lexicon	lexicon	NOUN
ejif-3845	129	20	by	by	ADP
ejif-3845	129	21	counting	count	VERB
ejif-3845	129	22	the	the	DET
ejif-3845	129	23	number	number	NOUN
ejif-3845	129	24	of	of	ADP
ejif-3845	129	25	occurrences	occurrence	NOUN
ejif-3845	129	26	of	of	ADP
ejif-3845	129	27	the	the	DET
ejif-3845	129	28	anger	anger	NOUN
ejif-3845	129	29	,	,	PUNCT
ejif-3845	129	30	disgust	disgust	NOUN
ejif-3845	129	31	,	,	PUNCT
ejif-3845	129	32	fear	fear	NOUN
ejif-3845	129	33	,	,	PUNCT
ejif-3845	129	34	joy	joy	NOUN
ejif-3845	129	35	,	,	PUNCT
ejif-3845	129	36	sadness	sadness	NOUN
ejif-3845	129	37	and	and	CCONJ
ejif-3845	129	38	surprise	surprise	NOUN
ejif-3845	129	39	words	word	NOUN
ejif-3845	129	40	contained	contain	VERB
ejif-3845	129	41	in	in	ADP
ejif-3845	129	42	the	the	DET
ejif-3845	129	43	text	text	NOUN
ejif-3845	129	44	.	.	PUNCT
ejif-3845	130	1	the	the	DET
ejif-3845	130	2	majority	majority	NOUN
ejif-3845	130	3	of	of	ADP
ejif-3845	130	4	counts	count	NOUN
ejif-3845	130	5	give	give	VERB
ejif-3845	130	6	the	the	DET
ejif-3845	130	7	prevalent	prevalent	ADJ
ejif-3845	130	8	emotion	emotion	NOUN
ejif-3845	130	9	associated	associate	VERB
ejif-3845	130	10	to	to	ADP
ejif-3845	130	11	the	the	DET
ejif-3845	130	12	text	text	NOUN
ejif-3845	130	13	message	message	NOUN
ejif-3845	130	14	.	.	PUNCT
ejif-3845	131	1	if	if	SCONJ
ejif-3845	131	2	the	the	DET
ejif-3845	131	3	text	text	NOUN
ejif-3845	131	4	does	do	AUX
ejif-3845	131	5	not	not	PART
ejif-3845	131	6	contain	contain	VERB
ejif-3845	131	7	a	a	DET
ejif-3845	131	8	prevalent	prevalent	ADJ
ejif-3845	131	9	number	number	NOUN
ejif-3845	131	10	of	of	ADP
ejif-3845	131	11	words	word	NOUN
ejif-3845	131	12	expressing	express	VERB
ejif-3845	131	13	a	a	DET
ejif-3845	131	14	given	give	VERB
ejif-3845	131	15	emotion	emotion	NOUN
ejif-3845	131	16	,	,	PUNCT
ejif-3845	131	17	the	the	DET
ejif-3845	131	18	text	text	NOUN
ejif-3845	131	19	message	message	NOUN
ejif-3845	131	20	is	be	AUX
ejif-3845	131	21	labeled	label	VERB
ejif-3845	131	22	as	as	ADP
ejif-3845	131	23	carrying	carry	VERB
ejif-3845	131	24	“	"	PUNCT
ejif-3845	131	25	no	no	DET
ejif-3845	131	26	emotion	emotion	NOUN
ejif-3845	131	27	”	"	PUNCT
ejif-3845	131	28	.	.	PUNCT
ejif-3845	132	1	the	the	DET
ejif-3845	132	2	outcome	outcome	NOUN
ejif-3845	132	3	of	of	ADP
ejif-3845	132	4	each	each	DET
ejif-3845	132	5	sub	sub	NOUN
ejif-3845	132	6	-	-	NOUN
ejif-3845	132	7	module	module	NOUN
ejif-3845	132	8	is	be	AUX
ejif-3845	132	9	the	the	DET
ejif-3845	132	10	percentage	percentage	NOUN
ejif-3845	132	11	of	of	ADP
ejif-3845	132	12	retrieved	retrieve	VERB
ejif-3845	132	13	tweets	tweet	NOUN
ejif-3845	132	14	classified	classify	VERB
ejif-3845	132	15	as	as	ADP
ejif-3845	132	16	expressing	express	VERB
ejif-3845	132	17	an	an	DET
ejif-3845	132	18	emotion	emotion	NOUN
ejif-3845	132	19	among	among	ADP
ejif-3845	132	20	the	the	DET
ejif-3845	132	21	aforementioned	aforementioned	ADJ
ejif-3845	132	22	six	six	NUM
ejif-3845	132	23	or	or	CCONJ
ejif-3845	132	24	classified	classify	VERB
ejif-3845	132	25	as	as	ADP
ejif-3845	132	26	“	"	PUNCT
ejif-3845	132	27	no	no	DET
ejif-3845	132	28	emotion	emotion	NOUN
ejif-3845	132	29	”	"	PUNCT
ejif-3845	132	30	.	.	PUNCT
ejif-3845	133	1	finally	finally	ADV
ejif-3845	133	2	,	,	PUNCT
ejif-3845	133	3	the	the	DET
ejif-3845	133	4	results	result	NOUN
ejif-3845	133	5	coming	come	VERB
ejif-3845	133	6	from	from	ADP
ejif-3845	133	7	all	all	DET
ejif-3845	133	8	the	the	DET
ejif-3845	133	9	submodules	submodule	NOUN
ejif-3845	133	10	on	on	ADP
ejif-3845	133	11	the	the	DET
ejif-3845	133	12	retrieved	retrieve	VERB
ejif-3845	133	13	tweets	tweet	NOUN
ejif-3845	133	14	are	be	AUX
ejif-3845	133	15	averaged	average	VERB
ejif-3845	133	16	,	,	PUNCT
ejif-3845	133	17	obtaining	obtain	VERB
ejif-3845	133	18	an	an	DET
ejif-3845	133	19	“	"	PUNCT
ejif-3845	133	20	emotion	emotion	NOUN
ejif-3845	133	21	”	"	PUNCT
ejif-3845	133	22	distribution	distribution	NOUN
ejif-3845	133	23	,	,	PUNCT
ejif-3845	133	24	obtaining	obtain	VERB
ejif-3845	133	25	:	:	PUNCT
ejif-3845	133	26	disgust	disgust	ADJ
ejif-3845	133	27	,	,	PUNCT
ejif-3845	133	28	fear	fear	NOUN
ejif-3845	133	29	,	,	PUNCT
ejif-3845	133	30	joy	joy	NOUN
ejif-3845	133	31	,	,	PUNCT
ejif-3845	133	32	sadness	sadness	NOUN
ejif-3845	133	33	,	,	PUNCT
ejif-3845	133	34	surprise	surprise	NOUN
ejif-3845	133	35	and	and	CCONJ
ejif-3845	133	36	anger	anger	NOUN
ejif-3845	133	37	,	,	PUNCT
ejif-3845	133	38	whereas	whereas	SCONJ
ejif-3845	133	39	the	the	DET
ejif-3845	133	40	overall	overall	ADJ
ejif-3845	133	41	sum	sum	NOUN
ejif-3845	133	42	must	must	AUX
ejif-3845	133	43	be	be	AUX
ejif-3845	133	44	equal	equal	ADJ
ejif-3845	133	45	to	to	ADP
ejif-3845	133	46	1	1	NUM
ejif-3845	133	47	.	.	PUNCT
ejif-3845	134	1	as	as	SCONJ
ejif-3845	134	2	is	be	AUX
ejif-3845	134	3	the	the	DET
ejif-3845	134	4	case	case	NOUN
ejif-3845	134	5	for	for	ADP
ejif-3845	134	6	the	the	DET
ejif-3845	134	7	sentiment	sentiment	NOUN
ejif-3845	134	8	module	module	NOUN
ejif-3845	134	9	,	,	PUNCT
ejif-3845	134	10	results	result	NOUN
ejif-3845	134	11	obtained	obtain	VERB
ejif-3845	134	12	from	from	ADP
ejif-3845	134	13	all	all	DET
ejif-3845	134	14	the	the	DET
ejif-3845	134	15	retrieved	retrieve	VERB
ejif-3845	134	16	tweets	tweet	NOUN
ejif-3845	134	17	are	be	AUX
ejif-3845	134	18	averaged	average	VERB
ejif-3845	134	19	,	,	PUNCT
ejif-3845	134	20	and	and	CCONJ
ejif-3845	134	21	the	the	DET
ejif-3845	134	22	averaged	average	VERB
ejif-3845	134	23	distribution	distribution	NOUN
ejif-3845	134	24	is	be	AUX
ejif-3845	134	25	the	the	DET
ejif-3845	134	26	outcome	outcome	NOUN
ejif-3845	134	27	of	of	ADP
ejif-3845	134	28	the	the	DET
ejif-3845	134	29	module	module	NOUN
ejif-3845	134	30	.	.	PUNCT
ejif-3845	135	1	c.	c.	NOUN
ejif-3845	135	2	visualization	visualization	NOUN
ejif-3845	135	3	module	module	NOUN
ejif-3845	135	4	an	an	DET
ejif-3845	135	5	overall	overall	ADJ
ejif-3845	135	6	result	result	NOUN
ejif-3845	135	7	is	be	AUX
ejif-3845	135	8	therefore	therefore	ADV
ejif-3845	135	9	presented	present	VERB
ejif-3845	135	10	to	to	ADP
ejif-3845	135	11	the	the	DET
ejif-3845	135	12	user	user	NOUN
ejif-3845	135	13	in	in	ADP
ejif-3845	135	14	a	a	DET
ejif-3845	135	15	graphical	graphical	ADJ
ejif-3845	135	16	manner	manner	NOUN
ejif-3845	135	17	,	,	PUNCT
ejif-3845	135	18	in	in	ADP
ejif-3845	135	19	order	order	NOUN
ejif-3845	135	20	to	to	PART
ejif-3845	135	21	help	help	VERB
ejif-3845	135	22	us	we	PRON
ejif-3845	135	23	in	in	ADP
ejif-3845	135	24	her	her	PRON
ejif-3845	135	25	decisional	decisional	ADJ
ejif-3845	135	26	process	process	NOUN
ejif-3845	135	27	(	(	PUNCT
ejif-3845	135	28	dhar	dhar	NOUN
ejif-3845	135	29	,	,	PUNCT
ejif-3845	135	30	2003	2003	NUM
ejif-3845	135	31	)	)	PUNCT
ejif-3845	135	32	.	.	PUNCT
ejif-3845	136	1	data	datum	NOUN
ejif-3845	136	2	visualization	visualization	NOUN
ejif-3845	136	3	offers	offer	VERB
ejif-3845	136	4	to	to	PART
ejif-3845	136	5	decisionmakers	decisionmaker	NOUN
ejif-3845	136	6	a	a	DET
ejif-3845	136	7	way	way	NOUN
ejif-3845	136	8	to	to	PART
ejif-3845	136	9	make	make	VERB
ejif-3845	136	10	sense	sense	NOUN
ejif-3845	136	11	of	of	ADP
ejif-3845	136	12	large	large	ADJ
ejif-3845	136	13	dataset	dataset	NOUN
ejif-3845	136	14	,	,	PUNCT
ejif-3845	136	15	allowing	allow	VERB
ejif-3845	136	16	the	the	DET
ejif-3845	136	17	discovering	discovering	NOUN
ejif-3845	136	18	of	of	ADP
ejif-3845	136	19	patterns	pattern	NOUN
ejif-3845	136	20	for	for	ADP
ejif-3845	136	21	decision	decision	NOUN
ejif-3845	136	22	support	support	NOUN
ejif-3845	136	23	(	(	PUNCT
ejif-3845	136	24	white	white	PROPN
ejif-3845	136	25	and	and	CCONJ
ejif-3845	136	26	colin	colin	PROPN
ejif-3845	136	27	,	,	PUNCT
ejif-3845	136	28	2011	2011	NUM
ejif-3845	136	29	)	)	PUNCT
ejif-3845	136	30	.	.	PUNCT
ejif-3845	137	1	the	the	DET
ejif-3845	137	2	user	user	NOUN
ejif-3845	137	3	can	can	AUX
ejif-3845	137	4	decide	decide	VERB
ejif-3845	137	5	also	also	ADV
ejif-3845	137	6	to	to	PART
ejif-3845	137	7	plot	plot	VERB
ejif-3845	137	8	and	and	CCONJ
ejif-3845	137	9	compare	compare	VERB
ejif-3845	137	10	the	the	DET
ejif-3845	137	11	analysis	analysis	NOUN
ejif-3845	137	12	results	result	NOUN
ejif-3845	137	13	regarding	regard	VERB
ejif-3845	137	14	different	different	ADJ
ejif-3845	137	15	queries	query	NOUN
ejif-3845	137	16	in	in	ADP
ejif-3845	137	17	order	order	NOUN
ejif-3845	137	18	to	to	PART
ejif-3845	137	19	get	get	VERB
ejif-3845	137	20	an	an	DET
ejif-3845	137	21	idea	idea	NOUN
ejif-3845	137	22	on	on	ADP
ejif-3845	137	23	the	the	DET
ejif-3845	137	24	general	general	ADJ
ejif-3845	137	25	feelings	feeling	NOUN
ejif-3845	137	26	that	that	PRON
ejif-3845	137	27	arise	arise	VERB
ejif-3845	137	28	from	from	ADP
ejif-3845	137	29	twitter	twitter	NOUN
ejif-3845	137	30	social	social	ADJ
ejif-3845	137	31	network	network	NOUN
ejif-3845	137	32	regarding	regard	VERB
ejif-3845	137	33	specific	specific	ADJ
ejif-3845	137	34	themes	theme	NOUN
ejif-3845	137	35	or	or	CCONJ
ejif-3845	137	36	features	feature	NOUN
ejif-3845	137	37	of	of	ADP
ejif-3845	137	38	interest	interest	NOUN
ejif-3845	137	39	.	.	PUNCT
ejif-3845	138	1	this	this	DET
ejif-3845	138	2	feature	feature	NOUN
ejif-3845	138	3	can	can	AUX
ejif-3845	138	4	be	be	AUX
ejif-3845	138	5	helpful	helpful	ADJ
ejif-3845	138	6	also	also	ADV
ejif-3845	138	7	for	for	ADP
ejif-3845	138	8	the	the	DET
ejif-3845	138	9	comparison	comparison	NOUN
ejif-3845	138	10	of	of	ADP
ejif-3845	138	11	sentiments	sentiment	NOUN
ejif-3845	138	12	and	and	CCONJ
ejif-3845	138	13	emotions	emotion	NOUN
ejif-3845	138	14	arising	arise	VERB
ejif-3845	138	15	from	from	ADP
ejif-3845	138	16	tweets	tweet	NOUN
ejif-3845	138	17	retrieved	retrieve	VERB
ejif-3845	138	18	by	by	ADP
ejif-3845	138	19	using	use	VERB
ejif-3845	138	20	different	different	ADJ
ejif-3845	138	21	queries	query	NOUN
ejif-3845	138	22	.	.	PUNCT
ejif-3845	139	1	this	this	DET
ejif-3845	139	2	approach	approach	NOUN
ejif-3845	139	3	simplifies	simplify	VERB
ejif-3845	139	4	the	the	DET
ejif-3845	139	5	decisional	decisional	ADJ
ejif-3845	139	6	process	process	NOUN
ejif-3845	139	7	and	and	CCONJ
ejif-3845	139	8	allows	allow	VERB
ejif-3845	139	9	overcoming	overcome	VERB
ejif-3845	139	10	the	the	DET
ejif-3845	139	11	information	information	NOUN
ejif-3845	139	12	overload	overload	NOUN
ejif-3845	139	13	by	by	ADP
ejif-3845	139	14	quickly	quickly	ADV
ejif-3845	139	15	having	have	VERB
ejif-3845	139	16	an	an	DET
ejif-3845	139	17	idea	idea	NOUN
ejif-3845	139	18	about	about	ADP
ejif-3845	139	19	the	the	DET
ejif-3845	139	20	general	general	ADJ
ejif-3845	139	21	sentiment	sentiment	NOUN
ejif-3845	139	22	or	or	CCONJ
ejif-3845	139	23	emotions	emotion	NOUN
ejif-3845	139	24	raised	raise	VERB
ejif-3845	139	25	by	by	ADP
ejif-3845	139	26	news	news	NOUN
ejif-3845	139	27	goods	good	NOUN
ejif-3845	139	28	or	or	CCONJ
ejif-3845	139	29	aspects	aspect	NOUN
ejif-3845	139	30	.	.	PUNCT
ejif-3845	140	1	d.	d.	NOUN
ejif-3845	140	2	experiments	experiment	NOUN
ejif-3845	140	3	we	we	PRON
ejif-3845	140	4	have	have	AUX
ejif-3845	140	5	implemented	implement	VERB
ejif-3845	140	6	and	and	CCONJ
ejif-3845	140	7	tested	test	VERB
ejif-3845	140	8	the	the	DET
ejif-3845	140	9	prototype	prototype	NOUN
ejif-3845	140	10	employing	employ	VERB
ejif-3845	140	11	«	«	PUNCT
ejif-3845	140	12	islamic	islamic	ADJ
ejif-3845	140	13	»	»	PUNCT
ejif-3845	140	14	combined	combine	VERB
ejif-3845	140	15	by	by	ADP
ejif-3845	140	16	«	«	PUNCT
ejif-3845	140	17	bitcoin	bitcoin	NOUN
ejif-3845	140	18	»	»	NOUN
ejif-3845	140	19	.	.	PUNCT
ejif-3845	141	1	the	the	DET
ejif-3845	141	2	tweets	tweet	NOUN
ejif-3845	141	3	retrieved	retrieve	VERB
ejif-3845	141	4	in	in	ADP
ejif-3845	141	5	this	this	DET
ejif-3845	141	6	context	context	NOUN
ejif-3845	141	7	are	be	AUX
ejif-3845	141	8	represented	represent	VERB
ejif-3845	141	9	in	in	ADP
ejif-3845	141	10	table	table	NOUN
ejif-3845	141	11	1	1	NUM
ejif-3845	141	12	.	.	PUNCT
ejif-3845	142	1	in	in	ADP
ejif-3845	142	2	fact	fact	NOUN
ejif-3845	142	3	,	,	PUNCT
ejif-3845	142	4	as	as	SCONJ
ejif-3845	142	5	we	we	PRON
ejif-3845	142	6	have	have	AUX
ejif-3845	142	7	said	say	VERB
ejif-3845	142	8	,	,	PUNCT
ejif-3845	142	9	the	the	DET
ejif-3845	142	10	framework	framework	NOUN
ejif-3845	142	11	proposed	propose	VERB
ejif-3845	142	12	represents	represent	VERB
ejif-3845	142	13	for	for	ADP
ejif-3845	142	14	us	we	PRON
ejif-3845	142	15	an	an	DET
ejif-3845	142	16	experimental	experimental	ADJ
ejif-3845	142	17	laboratory	laboratory	NOUN
ejif-3845	142	18	where	where	SCONJ
ejif-3845	142	19	we	we	PRON
ejif-3845	142	20	can	can	AUX
ejif-3845	142	21	test	test	VERB
ejif-3845	142	22	hypotheses	hypothesis	NOUN
ejif-3845	142	23	and	and	CCONJ
ejif-3845	142	24	models	model	NOUN
ejif-3845	142	25	on	on	ADP
ejif-3845	142	26	different	different	ADJ
ejif-3845	142	27	social	social	ADJ
ejif-3845	142	28	phenomena	phenomenon	NOUN
ejif-3845	142	29	,	,	PUNCT
ejif-3845	142	30	using	use	VERB
ejif-3845	142	31	social	social	ADJ
ejif-3845	142	32	behavioral	behavioral	ADJ
ejif-3845	142	33	data	datum	NOUN
ejif-3845	142	34	.	.	PUNCT
ejif-3845	143	1	we	we	PRON
ejif-3845	143	2	analyzed	analyze	VERB
ejif-3845	143	3	the	the	DET
ejif-3845	143	4	word	word	NOUN
ejif-3845	143	5	frequencies	frequency	NOUN
ejif-3845	143	6	for	for	ADP
ejif-3845	143	7	english	english	ADJ
ejif-3845	143	8	tweets	tweet	NOUN
ejif-3845	143	9	about	about	ADP
ejif-3845	143	10	“	"	PUNCT
ejif-3845	143	11	islamic	islamic	ADJ
ejif-3845	143	12	bitcoin	bitcoin	NOUN
ejif-3845	143	13	»	»	PUNCT
ejif-3845	143	14	using	use	VERB
ejif-3845	143	15	word	word	NOUN
ejif-3845	143	16	clouds	cloud	NOUN
ejif-3845	143	17	.	.	PUNCT
ejif-3845	144	1	their	their	PRON
ejif-3845	144	2	visualisation	visualisation	NOUN
ejif-3845	144	3	figures	figure	NOUN
ejif-3845	144	4	of	of	ADP
ejif-3845	144	5	emotions	emotion	NOUN
ejif-3845	144	6	,	,	PUNCT
ejif-3845	144	7	polarity	polarity	NOUN
ejif-3845	144	8	in	in	ADP
ejif-3845	144	9	figure	figure	NOUN
ejif-3845	144	10	3	3	NUM
ejif-3845	144	11	.	.	PUNCT
ejif-3845	145	1	ejif	ejif	PROPN
ejif-3845	145	2	–	–	PUNCT
ejif-3845	145	3	european	european	PROPN
ejif-3845	145	4	journal	journal	PROPN
ejif-3845	145	5	of	of	ADP
ejif-3845	145	6	islamic	islamic	PROPN
ejif-3845	145	7	finance	finance	PROPN
ejif-3845	145	8	second	second	ADJ
ejif-3845	145	9	special	special	ADJ
ejif-3845	145	10	issue	issue	NOUN
ejif-3845	145	11	for	for	ADP
ejif-3845	145	12	ejif	ejif	PROPN
ejif-3845	145	13	workshop	workshop	PROPN
ejif-3845	145	14	http://www.ojs.unito.it/index.php/ejif	http://www.ojs.unito.it/index.php/ejif	PROPN
ejif-3845	145	15	issn	issn	PROPN
ejif-3845	145	16	2421	2421	NUM
ejif-3845	145	17	-	-	SYM
ejif-3845	145	18	2172	2172	NUM
ejif-3845	145	19	5	5	NUM
ejif-3845	145	20	table	table	NOUN
ejif-3845	145	21	i.	i.	NOUN
ejif-3845	145	22	bitcoin	bitcoin	PROPN
ejif-3845	145	23	tweets	tweet	NOUN
ejif-3845	145	24	in	in	ADP
ejif-3845	145	25	islamic	islamic	ADJ
ejif-3845	145	26	context	context	PROPN
ejif-3845	145	27	text	text	NOUN
ejif-3845	145	28	favorited	favorite	VERB
ejif-3845	145	29	truncated	truncate	VERB
ejif-3845	145	30	screenname	screenname	NOUN
ejif-3845	145	31	retweet	retweet	PROPN
ejif-3845	145	32	count	count	PROPN
ejif-3845	145	33	isret	isret	PROPN
ejif-3845	145	34	weet	weet	PROPN
ejif-3845	145	35	retwee	retwee	PROPN
ejif-3845	145	36	ted	ted	PROPN
ejif-3845	145	37	1	1	NUM
ejif-3845	145	38	rt	rt	PROPN
ejif-3845	145	39	@apompliano	@apompliano	PROPN
ejif-3845	145	40	:	:	PUNCT
ejif-3845	145	41	an	an	DET
ejif-3845	145	42	important	important	ADJ
ejif-3845	145	43	islamic	islamic	ADJ
ejif-3845	145	44	scholar	scholar	NOUN
ejif-3845	145	45	has	have	AUX
ejif-3845	145	46	deemed	deem	VERB
ejif-3845	145	47	bitcoin	bitcoin	PROPN
ejif-3845	145	48	to	to	PART
ejif-3845	145	49	be	be	AUX
ejif-3845	145	50	compliant	compliant	ADJ
ejif-3845	145	51	with	with	ADP
ejif-3845	145	52	sharia	sharia	PROPN
ejif-3845	145	53	law	law	NOUN
ejif-3845	145	54	.	.	PUNCT
ejif-3845	146	1	this	this	PRON
ejif-3845	146	2	means	mean	VERB
ejif-3845	146	3	1.6	1.6	NUM
ejif-3845	146	4	billion	billion	NUM
ejif-3845	146	5	muslims	muslim	NOUN
ejif-3845	146	6	are	be	AUX
ejif-3845	146	7	now	now	ADV
ejif-3845	146	8	pe	pe	ADP
ejif-3845	146	9	…	…	PUNCT
ejif-3845	146	10	13/04/2018	13/04/2018	NUM
ejif-3845	146	11	20:28:57	20:28:57	NUM
ejif-3845	146	12	<	<	X
ejif-3845	146	13	a	a	DET
ejif-3845	146	14	href="http://twitter.com	href="http://twitter.com	PROPN
ejif-3845	146	15	/	/	SYM
ejif-3845	146	16	do	do	AUX
ejif-3845	146	17	wnload	wnload	NOUN
ejif-3845	146	18	/	/	SYM
ejif-3845	146	19	iphone	iphone	NOUN
ejif-3845	146	20	"	"	PUNCT
ejif-3845	146	21	rel="nofollow">twitter	rel="nofollow">twitter	NOUN
ejif-3845	146	22	for	for	ADP
ejif-3845	146	23	iphone</a	iphone</a	PROPN
ejif-3845	146	24	>	>	X
ejif-3845	146	25	probabl	probabl	PROPN
ejif-3845	146	26	ysaif	ysaif	PROPN
ejif-3845	146	27	218	218	NUM
ejif-3845	146	28	true	true	ADJ
ejif-3845	146	29	2	2	NUM
ejif-3845	146	30	rt	rt	PROPN
ejif-3845	146	31	@apompliano	@apompliano	PROPN
ejif-3845	146	32	:	:	PUNCT
ejif-3845	146	33	an	an	DET
ejif-3845	146	34	important	important	ADJ
ejif-3845	146	35	islamic	islamic	ADJ
ejif-3845	146	36	scholar	scholar	NOUN
ejif-3845	146	37	has	have	AUX
ejif-3845	146	38	deemed	deem	VERB
ejif-3845	146	39	bitcoin	bitcoin	PROPN
ejif-3845	146	40	to	to	PART
ejif-3845	146	41	be	be	AUX
ejif-3845	146	42	compliant	compliant	ADJ
ejif-3845	146	43	with	with	ADP
ejif-3845	146	44	sharia	sharia	PROPN
ejif-3845	146	45	law	law	NOUN
ejif-3845	146	46	.	.	PUNCT
ejif-3845	147	1	this	this	PRON
ejif-3845	147	2	means	mean	VERB
ejif-3845	147	3	1.6	1.6	NUM
ejif-3845	147	4	billion	billion	NUM
ejif-3845	147	5	muslims	muslim	NOUN
ejif-3845	147	6	are	be	AUX
ejif-3845	147	7	now	now	ADV
ejif-3845	147	8	pe	pe	ADP
ejif-3845	147	9	…	…	PUNCT
ejif-3845	147	10	13/04/2018	13/04/2018	NUM
ejif-3845	147	11	20:28:45	20:28:45	NUM
ejif-3845	147	12	<	<	X
ejif-3845	147	13	a	a	DET
ejif-3845	147	14	href="http://twitter.com	href="http://twitter.com	PROPN
ejif-3845	147	15	/	/	SYM
ejif-3845	147	16	do	do	AUX
ejif-3845	147	17	wnload	wnload	NOUN
ejif-3845	147	18	/	/	SYM
ejif-3845	147	19	iphone	iphone	NOUN
ejif-3845	147	20	"	"	PUNCT
ejif-3845	147	21	rel="nofollow">twitter	rel="nofollow">twitter	NOUN
ejif-3845	147	22	for	for	ADP
ejif-3845	147	23	iphone</a	iphone</a	PROPN
ejif-3845	147	24	>	>	PROPN
ejif-3845	147	25	therea	therea	PROPN
ejif-3845	147	26	lvherus	lvherus	NOUN
ejif-3845	147	27	218	218	NUM
ejif-3845	147	28	true	true	ADJ
ejif-3845	147	29	3	3	NUM
ejif-3845	147	30	rt	rt	PROPN
ejif-3845	147	31	@cryptobanger	@cryptobanger	PROPN
ejif-3845	147	32	:	:	PUNCT
ejif-3845	147	33	@jack	@jack	PROPN
ejif-3845	147	34	"	"	PUNCT
ejif-3845	147	35	islamic	islamic	ADJ
ejif-3845	147	36	scholar	scholar	NOUN
ejif-3845	147	37	declares	declare	VERB
ejif-3845	147	38	bitcoin	bitcoin	PROPN
ejif-3845	147	39	sharia	sharia	PROPN
ejif-3845	147	40	law	law	PROPN
ejif-3845	147	41	compliant	compliant	NOUN
ejif-3845	147	42	,	,	PUNCT
ejif-3845	147	43	potentially	potentially	ADV
ejif-3845	147	44	opening	open	VERB
ejif-3845	147	45	market	market	NOUN
ejif-3845	147	46	to	to	ADP
ejif-3845	147	47	1.6	1.6	NUM
ejif-3845	147	48	billion	billion	NUM
ejif-3845	147	49	muslims	muslim	NOUN
ejif-3845	147	50	"	"	PUNCT
ejif-3845	147	51	13/04/2018	13/04/2018	NUM
ejif-3845	147	52	20:28:35	20:28:35	NUM
ejif-3845	147	53	<	<	X
ejif-3845	147	54	a	a	DET
ejif-3845	147	55	href="http://twitter.com	href="http://twitter.com	PROPN
ejif-3845	147	56	/	/	SYM
ejif-3845	147	57	do	do	AUX
ejif-3845	147	58	wnload	wnload	ADV
ejif-3845	147	59	/	/	SYM
ejif-3845	147	60	android	android	ADJ
ejif-3845	147	61	"	"	PUNCT
ejif-3845	147	62	rel="nofollow">twitter	rel="nofollow">twitter	NOUN
ejif-3845	147	63	for	for	ADP
ejif-3845	147	64	android</a	android</a	PROPN
ejif-3845	147	65	>	>	X
ejif-3845	147	66	adi014	adi014	PROPN
ejif-3845	147	67	9	9	NUM
ejif-3845	147	68	21	21	NUM
ejif-3845	147	69	true	true	ADJ
ejif-3845	147	70	4	4	NUM
ejif-3845	147	71	rt	rt	PROPN
ejif-3845	147	72	@apompliano	@apompliano	PROPN
ejif-3845	147	73	:	:	PUNCT
ejif-3845	147	74	an	an	DET
ejif-3845	147	75	important	important	ADJ
ejif-3845	147	76	islamic	islamic	ADJ
ejif-3845	147	77	scholar	scholar	NOUN
ejif-3845	147	78	has	have	AUX
ejif-3845	147	79	deemed	deem	VERB
ejif-3845	147	80	bitcoin	bitcoin	PROPN
ejif-3845	147	81	to	to	PART
ejif-3845	147	82	be	be	AUX
ejif-3845	147	83	compliant	compliant	ADJ
ejif-3845	147	84	with	with	ADP
ejif-3845	147	85	sharia	sharia	PROPN
ejif-3845	147	86	law	law	NOUN
ejif-3845	147	87	.	.	PUNCT
ejif-3845	148	1	this	this	PRON
ejif-3845	148	2	means	mean	VERB
ejif-3845	148	3	1.6	1.6	NUM
ejif-3845	148	4	billion	billion	NUM
ejif-3845	148	5	muslims	muslim	NOUN
ejif-3845	148	6	are	be	AUX
ejif-3845	148	7	now	now	ADV
ejif-3845	148	8	pe	pe	X
ejif-3845	148	9	…	…	PUNCT
ejif-3845	148	10	20:27:38	20:27:38	NUM
ejif-3845	148	11	13/04/2018	13/04/2018	NUM
ejif-3845	148	12	<	<	X
ejif-3845	148	13	a	a	DET
ejif-3845	148	14	href="http://twitter.com	href="http://twitter.com	PROPN
ejif-3845	148	15	/	/	SYM
ejif-3845	148	16	do	do	AUX
ejif-3845	148	17	wnload	wnload	ADV
ejif-3845	148	18	/	/	SYM
ejif-3845	148	19	android	android	ADJ
ejif-3845	148	20	"	"	PUNCT
ejif-3845	148	21	rel="nofollow">twitter	rel="nofollow">twitter	NOUN
ejif-3845	148	22	for	for	ADP
ejif-3845	148	23	android</a	android</a	PROPN
ejif-3845	148	24	>	>	X
ejif-3845	148	25	colinc	colinc	PROPN
ejif-3845	148	26	allahan	allahan	PROPN
ejif-3845	148	27	46	46	NUM
ejif-3845	148	28	218	218	NUM
ejif-3845	148	29	true	true	ADJ
ejif-3845	148	30	5	5	NUM
ejif-3845	148	31	rt	rt	PROPN
ejif-3845	148	32	@apompliano	@apompliano	PROPN
ejif-3845	148	33	:	:	PUNCT
ejif-3845	148	34	an	an	DET
ejif-3845	148	35	important	important	ADJ
ejif-3845	148	36	islamic	islamic	ADJ
ejif-3845	148	37	scholar	scholar	NOUN
ejif-3845	148	38	has	have	AUX
ejif-3845	148	39	deemed	deem	VERB
ejif-3845	148	40	bitcoin	bitcoin	PROPN
ejif-3845	148	41	to	to	PART
ejif-3845	148	42	be	be	AUX
ejif-3845	148	43	compliant	compliant	ADJ
ejif-3845	148	44	with	with	ADP
ejif-3845	148	45	sharia	sharia	PROPN
ejif-3845	148	46	law	law	NOUN
ejif-3845	148	47	.	.	PUNCT
ejif-3845	149	1	20:27:25	20:27:25	NUM
ejif-3845	150	1	13/04/2018	13/04/2018	NUM
ejif-3845	150	2	<	<	X
ejif-3845	150	3	a	a	DET
ejif-3845	150	4	href="http://twitter.com	href="http://twitter.com	PROPN
ejif-3845	150	5	/	/	SYM
ejif-3845	150	6	do	do	AUX
ejif-3845	150	7	wnload	wnload	NOUN
ejif-3845	150	8	/	/	SYM
ejif-3845	150	9	iphone	iphone	NOUN
ejif-3845	150	10	"	"	PUNCT
ejif-3845	150	11	rel="nofollow">twitter	rel="nofollow">twitter	NOUN
ejif-3845	150	12	for	for	ADP
ejif-3845	150	13	pupsric	pupsric	NOUN
ejif-3845	150	14	s	s	PART
ejif-3845	150	15	218	218	NUM
ejif-3845	150	16	true	true	ADJ
ejif-3845	150	17	this	this	PRON
ejif-3845	150	18	means	mean	VERB
ejif-3845	150	19	1.6	1.6	NUM
ejif-3845	150	20	billion	billion	NUM
ejif-3845	150	21	muslims	muslim	NOUN
ejif-3845	150	22	are	be	AUX
ejif-3845	150	23	now	now	ADV
ejif-3845	150	24	pe	pe	X
ejif-3845	150	25	…	…	PUNCT
ejif-3845	150	26	iphone</a	iphone</a	VERB
ejif-3845	150	27	>	>	X
ejif-3845	150	28	6	6	NUM
ejif-3845	150	29	#	#	NOUN
ejif-3845	150	30	cryptocurrency	cryptocurrency	NOUN
ejif-3845	150	31	#	#	NOUN
ejif-3845	150	32	bitcoin	bitcoin	NOUN
ejif-3845	150	33	#	#	NOUN
ejif-3845	150	34	halal	halal	NOUN
ejif-3845	150	35	(	(	PUNCT
ejif-3845	150	36	declared	declare	VERB
ejif-3845	150	37	permissible	permissible	ADJ
ejif-3845	150	38	)	)	PUNCT
ejif-3845	150	39	under	under	ADP
ejif-3845	150	40	sharia	sharia	PROPN
ejif-3845	150	41	law	law	PROPN
ejif-3845	150	42	1.6	1.6	NUM
ejif-3845	150	43	billion	billion	NUM
ejif-3845	150	44	muslims	muslim	NOUN
ejif-3845	150	45	can	can	AUX
ejif-3845	150	46	now	now	ADV
ejif-3845	150	47	enter	enter	VERB
ejif-3845	150	48	crypto	crypto	NOUN
ejif-3845	150	49	…	…	PUNCT
ejif-3845	150	50	https://t.co/bq0skds6sy	https://t.co/bq0skds6sy	NOUN
ejif-3845	150	51	20:27:12	20:27:12	NUM
ejif-3845	150	52	13/04/2018	13/04/2018	NUM
ejif-3845	150	53	<	<	X
ejif-3845	150	54	a	a	DET
ejif-3845	150	55	href="http://twitter.com	href="http://twitter.com	NOUN
ejif-3845	150	56	"	"	PUNCT
ejif-3845	150	57	rel="nofollow">twitter	rel="nofollow">twitter	NOUN
ejif-3845	150	58	web	web	NOUN
ejif-3845	150	59	client</a	client</a	PROPN
ejif-3845	150	60	>	>	X
ejif-3845	150	61	larrya	larrya	PROPN
ejif-3845	150	62	llhands	llhand	NOUN
ejif-3845	150	63	0	0	NUM
ejif-3845	151	1	false	false	NOUN
ejif-3845	151	2	the	the	DET
ejif-3845	151	3	wordcloud	wordcloud	PROPN
ejif-3845	151	4	is	be	AUX
ejif-3845	151	5	presented	present	VERB
ejif-3845	151	6	figure	figure	NOUN
ejif-3845	151	7	4	4	NUM
ejif-3845	151	8	.	.	PUNCT
ejif-3845	152	1	these	these	DET
ejif-3845	152	2	figures	figure	VERB
ejif-3845	152	3	adress	adress	NOUN
ejif-3845	152	4	the	the	DET
ejif-3845	152	5	thinking	think	VERB
ejif-3845	152	6	style	style	NOUN
ejif-3845	152	7	of	of	ADP
ejif-3845	152	8	twitter	twitter	NOUN
ejif-3845	152	9	users	user	NOUN
ejif-3845	152	10	.	.	PUNCT
ejif-3845	153	1	in	in	ADP
ejif-3845	153	2	fact	fact	NOUN
ejif-3845	153	3	,	,	PUNCT
ejif-3845	153	4	twitter	twitter	NOUN
ejif-3845	153	5	users	user	NOUN
ejif-3845	153	6	have	have	VERB
ejif-3845	153	7	a	a	DET
ejif-3845	153	8	global	global	ADJ
ejif-3845	153	9	positive	positive	ADJ
ejif-3845	153	10	view	view	NOUN
ejif-3845	153	11	towards	towards	ADP
ejif-3845	153	12	“	"	PUNCT
ejif-3845	153	13	islamic	islamic	ADJ
ejif-3845	153	14	+	+	CCONJ
ejif-3845	153	15	bitcoin	bitcoin	NOUN
ejif-3845	153	16	”	"	PUNCT
ejif-3845	153	17	.	.	PUNCT
ejif-3845	154	1	their	their	PRON
ejif-3845	154	2	emotion	emotion	NOUN
ejif-3845	154	3	of	of	ADP
ejif-3845	154	4	“	"	PUNCT
ejif-3845	154	5	joy	joy	NOUN
ejif-3845	154	6	”	"	PUNCT
ejif-3845	154	7	towards	towards	ADP
ejif-3845	154	8	the	the	DET
ejif-3845	154	9	two	two	NUM
ejif-3845	154	10	cited	cite	VERB
ejif-3845	154	11	words	word	NOUN
ejif-3845	154	12	is	be	AUX
ejif-3845	154	13	dominant	dominant	ADJ
ejif-3845	154	14	.	.	PUNCT
ejif-3845	155	1	https://t.co/bq0skds6sy	https://t.co/bq0skds6sy	PRON
ejif-3845	155	2	https://t.co/bq0skds6sy	https://t.co/bq0skds6sy	NOUN
ejif-3845	155	3	ejif	ejif	NOUN
ejif-3845	155	4	–	–	PUNCT
ejif-3845	155	5	european	european	PROPN
ejif-3845	155	6	journal	journal	PROPN
ejif-3845	155	7	of	of	ADP
ejif-3845	155	8	islamic	islamic	PROPN
ejif-3845	155	9	finance	finance	PROPN
ejif-3845	155	10	second	second	ADJ
ejif-3845	155	11	special	special	ADJ
ejif-3845	155	12	issue	issue	NOUN
ejif-3845	155	13	for	for	ADP
ejif-3845	155	14	ejif	ejif	PROPN
ejif-3845	155	15	workshop	workshop	PROPN
ejif-3845	155	16	http://www.ojs.unito.it/index.php/ejif	http://www.ojs.unito.it/index.php/ejif	PROPN
ejif-3845	155	17	issn	issn	PROPN
ejif-3845	155	18	2421	2421	NUM
ejif-3845	155	19	-	-	SYM
ejif-3845	155	20	2172	2172	NUM
ejif-3845	155	21	6	6	NUM
ejif-3845	155	22	figure	figure	NOUN
ejif-3845	155	23	3	3	NUM
ejif-3845	156	1	.	.	NOUN
ejif-3845	156	2	sentiment	sentiment	NOUN
ejif-3845	156	3	analysis	analysis	NOUN
ejif-3845	156	4	of	of	ADP
ejif-3845	156	5	tweets	tweet	NOUN
ejif-3845	156	6	about	about	ADP
ejif-3845	156	7	bitcoin	bitcoin	X
ejif-3845	156	8	(	(	PUNCT
ejif-3845	156	9	emotion	emotion	NOUN
ejif-3845	156	10	and	and	CCONJ
ejif-3845	156	11	polarity	polarity	NOUN
ejif-3845	156	12	)	)	PUNCT
ejif-3845	156	13	figure	figure	NOUN
ejif-3845	156	14	4	4	NUM
ejif-3845	156	15	.	.	PUNCT
ejif-3845	157	1	wordcloud	wordcloud	PROPN
ejif-3845	157	2	of	of	ADP
ejif-3845	157	3	the	the	DET
ejif-3845	157	4	term	term	NOUN
ejif-3845	157	5	«	«	PUNCT
ejif-3845	157	6	islamic	islamic	ADJ
ejif-3845	157	7	bitcoin	bitcoin	PROPN
ejif-3845	157	8	»	»	PUNCT
ejif-3845	157	9	e.	e.	PROPN
ejif-3845	157	10	twitter	twitter	PROPN
ejif-3845	157	11	sentiment	sentiment	PROPN
ejif-3845	157	12	indicator	indicator	NOUN
ejif-3845	157	13	in	in	ADP
ejif-3845	157	14	the	the	DET
ejif-3845	157	15	next	next	ADJ
ejif-3845	157	16	step	step	NOUN
ejif-3845	157	17	we	we	PRON
ejif-3845	157	18	try	try	VERB
ejif-3845	157	19	to	to	PART
ejif-3845	157	20	define	define	VERB
ejif-3845	157	21	a	a	DET
ejif-3845	157	22	twitter	twitter	NOUN
ejif-3845	157	23	sentiment	sentiment	NOUN
ejif-3845	157	24	indicator	indicator	NOUN
ejif-3845	157	25	of	of	ADP
ejif-3845	157	26	«	«	PUNCT
ejif-3845	157	27	islamic	islamic	ADJ
ejif-3845	157	28	»	»	NOUN
ejif-3845	157	29	and	and	CCONJ
ejif-3845	157	30	«	«	PUNCT
ejif-3845	157	31	bitcoin	bitcoin	VERB
ejif-3845	157	32	»	»	NOUN
ejif-3845	157	33	using	use	VERB
ejif-3845	157	34	the	the	DET
ejif-3845	157	35	number	number	NOUN
ejif-3845	157	36	of	of	ADP
ejif-3845	157	37	tweets	tweet	NOUN
ejif-3845	157	38	.	.	PUNCT
ejif-3845	158	1	after	after	ADP
ejif-3845	158	2	retrieving	retrieve	VERB
ejif-3845	158	3	the	the	DET
ejif-3845	158	4	positive	positive	ADJ
ejif-3845	158	5	words	word	NOUN
ejif-3845	158	6	and	and	CCONJ
ejif-3845	158	7	the	the	DET
ejif-3845	158	8	negative	negative	ADJ
ejif-3845	158	9	ones	one	NOUN
ejif-3845	158	10	we	we	PRON
ejif-3845	158	11	build	build	VERB
ejif-3845	158	12	our	our	PRON
ejif-3845	158	13	twitter	twitter	NOUN
ejif-3845	158	14	measure	measure	NOUN
ejif-3845	158	15	as	as	ADP
ejif-3845	158	16	tws	tws	PROPN
ejif-3845	158	17	:	:	PUNCT
ejif-3845	158	18	tws=	tws=	NOUN
ejif-3845	158	19	v.	v.	ADP
ejif-3845	158	20	empirical	empirical	ADJ
ejif-3845	158	21	investigation	investigation	NOUN
ejif-3845	158	22	a.	a.	NOUN
ejif-3845	158	23	data	data	PROPN
ejif-3845	158	24	and	and	CCONJ
ejif-3845	158	25	methodology	methodology	NOUN
ejif-3845	158	26	time	time	NOUN
ejif-3845	158	27	-	-	PUNCT
ejif-3845	158	28	series	series	NOUN
ejif-3845	158	29	data	datum	NOUN
ejif-3845	158	30	have	have	AUX
ejif-3845	158	31	been	be	AUX
ejif-3845	158	32	used	use	VERB
ejif-3845	158	33	to	to	PART
ejif-3845	158	34	examine	examine	VERB
ejif-3845	158	35	the	the	DET
ejif-3845	158	36	sentiment	sentiment	NOUN
ejif-3845	158	37	-	-	PUNCT
ejif-3845	158	38	return	return	NOUN
ejif-3845	158	39	and	and	CCONJ
ejif-3845	158	40	the	the	DET
ejif-3845	158	41	sentiment	sentiment	NOUN
ejif-3845	158	42	volatility	volatility	NOUN
ejif-3845	158	43	relationship	relationship	NOUN
ejif-3845	158	44	at	at	ADP
ejif-3845	158	45	the	the	DET
ejif-3845	158	46	aggregate	aggregate	ADJ
ejif-3845	158	47	market	market	NOUN
ejif-3845	158	48	level	level	NOUN
ejif-3845	158	49	by	by	ADP
ejif-3845	158	50	considering	consider	VERB
ejif-3845	158	51	bitcoin	bitcoin	NOUN
ejif-3845	158	52	.	.	PUNCT
ejif-3845	159	1	to	to	PART
ejif-3845	159	2	maintain	maintain	VERB
ejif-3845	159	3	consistency	consistency	NOUN
ejif-3845	159	4	in	in	ADP
ejif-3845	159	5	our	our	PRON
ejif-3845	159	6	analysis	analysis	NOUN
ejif-3845	159	7	,	,	PUNCT
ejif-3845	159	8	we	we	PRON
ejif-3845	159	9	computed	compute	VERB
ejif-3845	159	10	the	the	DET
ejif-3845	159	11	corresponding	correspond	VERB
ejif-3845	159	12	return	return	NOUN
ejif-3845	159	13	and	and	CCONJ
ejif-3845	159	14	volatility	volatility	NOUN
ejif-3845	159	15	proxies	proxy	NOUN
ejif-3845	159	16	for	for	ADP
ejif-3845	159	17	the	the	DET
ejif-3845	159	18	bitcoin	bitcoin	NOUN
ejif-3845	159	19	.	.	PUNCT
ejif-3845	160	1	for	for	ADP
ejif-3845	160	2	instance	instance	NOUN
ejif-3845	160	3	,	,	PUNCT
ejif-3845	160	4	islamic	islamic	ADJ
ejif-3845	160	5	faith	faith	NOUN
ejif-3845	160	6	sentiment	sentiment	NOUN
ejif-3845	160	7	is	be	AUX
ejif-3845	160	8	measured	measure	VERB
ejif-3845	160	9	by	by	ADP
ejif-3845	160	10	two	two	NUM
ejif-3845	160	11	different	different	ADJ
ejif-3845	160	12	methods	method	NOUN
ejif-3845	160	13	and	and	CCONJ
ejif-3845	160	14	extracted	extract	VERB
ejif-3845	160	15	from	from	ADP
ejif-3845	160	16	different	different	ADJ
ejif-3845	160	17	data	datum	NOUN
ejif-3845	160	18	.	.	PUNCT
ejif-3845	161	1	we	we	PRON
ejif-3845	161	2	have	have	VERB
ejif-3845	161	3	then	then	ADV
ejif-3845	161	4	different	different	ADJ
ejif-3845	161	5	sources	source	NOUN
ejif-3845	161	6	of	of	ADP
ejif-3845	161	7	data	datum	NOUN
ejif-3845	161	8	described	describe	VERB
ejif-3845	161	9	as	as	ADP
ejif-3845	161	10	follow	follow	NOUN
ejif-3845	161	11	.	.	PUNCT
ejif-3845	162	1			X
ejif-3845	162	2	financial	financial	ADJ
ejif-3845	162	3	data	datum	NOUN
ejif-3845	162	4	:	:	PUNCT
ejif-3845	162	5	our	our	PRON
ejif-3845	162	6	financial	financial	ADJ
ejif-3845	162	7	data	datum	NOUN
ejif-3845	162	8	are	be	AUX
ejif-3845	162	9	composed	compose	VERB
ejif-3845	162	10	by	by	ADP
ejif-3845	162	11	bitcoin	bitcoin	NOUN
ejif-3845	162	12	prices	price	NOUN
ejif-3845	162	13	extracted	extract	VERB
ejif-3845	162	14	from	from	ADP
ejif-3845	162	15	the	the	DET
ejif-3845	162	16	thomson	thomson	NOUN
ejif-3845	162	17	reuters	reuter	NOUN
ejif-3845	162	18	and	and	CCONJ
ejif-3845	162	19	datastream	datastream	ADJ
ejif-3845	162	20	database	database	NOUN
ejif-3845	162	21	.	.	PUNCT
ejif-3845	163	1			X
ejif-3845	163	2	social	social	ADJ
ejif-3845	163	3	media	medium	NOUN
ejif-3845	163	4	data	datum	NOUN
ejif-3845	163	5	:	:	PUNCT
ejif-3845	163	6	we	we	PRON
ejif-3845	163	7	collect	collect	VERB
ejif-3845	163	8	our	our	PRON
ejif-3845	163	9	social	social	ADJ
ejif-3845	163	10	media	medium	NOUN
ejif-3845	163	11	data	datum	NOUN
ejif-3845	163	12	from	from	ADP
ejif-3845	163	13	twitter	twitter	NOUN
ejif-3845	163	14	api	api	NOUN
ejif-3845	163	15	database	database	NOUN
ejif-3845	163	16	in	in	ADP
ejif-3845	163	17	order	order	NOUN
ejif-3845	163	18	to	to	PART
ejif-3845	163	19	measure	measure	VERB
ejif-3845	163	20	our	our	PRON
ejif-3845	163	21	corresponding	correspond	VERB
ejif-3845	163	22	sentimental	sentimental	ADJ
ejif-3845	163	23	variable	variable	NOUN
ejif-3845	163	24	.	.	PUNCT
ejif-3845	164	1	this	this	DET
ejif-3845	164	2	data	data	NOUN
ejif-3845	164	3	is	be	AUX
ejif-3845	164	4	a	a	DET
ejif-3845	164	5	microblogging	microblogge	VERB
ejif-3845	164	6	database	database	NOUN
ejif-3845	164	7	which	which	PRON
ejif-3845	164	8	is	be	AUX
ejif-3845	164	9	grouped	group	VERB
ejif-3845	164	10	from	from	ADP
ejif-3845	164	11	twitter	twitter	NOUN
ejif-3845	164	12	api	api	NOUN
ejif-3845	164	13	from	from	ADP
ejif-3845	164	14	03/04/2018	03/04/2018	NOUN
ejif-3845	164	15	to	to	ADP
ejif-3845	164	16	13/04/2018	13/04/2018	NUM
ejif-3845	164	17	in	in	ADP
ejif-3845	164	18	instantaneous	instantaneous	ADJ
ejif-3845	164	19	frequencies	frequency	NOUN
ejif-3845	164	20	reduced	reduce	VERB
ejif-3845	164	21	in	in	ADP
ejif-3845	164	22	daily	daily	ADJ
ejif-3845	164	23	frequencies	frequency	NOUN
ejif-3845	164	24	by	by	ADP
ejif-3845	164	25	means	mean	NOUN
ejif-3845	164	26	of	of	ADP
ejif-3845	164	27	moving	move	VERB
ejif-3845	164	28	average	average	ADJ
ejif-3845	164	29	(	(	PUNCT
ejif-3845	164	30	f.	f.	PROPN
ejif-3845	164	31	corea	corea	PROPN
ejif-3845	164	32	,	,	PUNCT
ejif-3845	164	33	2016	2016	NUM
ejif-3845	164	34	)	)	PUNCT
ejif-3845	164	35	.	.	PUNCT
ejif-3845	165	1	b.	b.	PROPN
ejif-3845	165	2	methodology	methodology	PROPN
ejif-3845	165	3	in	in	ADP
ejif-3845	165	4	this	this	DET
ejif-3845	165	5	section	section	NOUN
ejif-3845	165	6	,	,	PUNCT
ejif-3845	165	7	we	we	PRON
ejif-3845	165	8	provide	provide	VERB
ejif-3845	165	9	a	a	DET
ejif-3845	165	10	detail	detail	NOUN
ejif-3845	165	11	discussion	discussion	NOUN
ejif-3845	165	12	on	on	ADP
ejif-3845	165	13	the	the	DET
ejif-3845	165	14	methodology	methodology	NOUN
ejif-3845	165	15	used	use	VERB
ejif-3845	165	16	to	to	PART
ejif-3845	165	17	show	show	VERB
ejif-3845	165	18	the	the	DET
ejif-3845	165	19	link	link	NOUN
ejif-3845	165	20	and	and	CCONJ
ejif-3845	165	21	effect	effect	NOUN
ejif-3845	165	22	of	of	ADP
ejif-3845	165	23	our	our	PRON
ejif-3845	165	24	sentimental	sentimental	ADJ
ejif-3845	165	25	variable	variable	NOUN
ejif-3845	165	26	on	on	ADP
ejif-3845	165	27	the	the	DET
ejif-3845	165	28	daily	daily	ADJ
ejif-3845	165	29	returns	return	NOUN
ejif-3845	165	30	and	and	CCONJ
ejif-3845	165	31	volatilities	volatility	NOUN
ejif-3845	165	32	of	of	ADP
ejif-3845	165	33	the	the	DET
ejif-3845	165	34	bitcoin	bitcoin	NOUN
ejif-3845	165	35	.	.	PUNCT
ejif-3845	166	1	the	the	DET
ejif-3845	166	2	obtained	obtain	VERB
ejif-3845	166	3	measures	measure	NOUN
ejif-3845	166	4	of	of	ADP
ejif-3845	166	5	twitter	twitter	NOUN
ejif-3845	166	6	sentiment	sentiment	NOUN
ejif-3845	166	7	(	(	PUNCT
ejif-3845	166	8	twm	twm	ADJ
ejif-3845	166	9	)	)	PUNCT
ejif-3845	166	10	are	be	AUX
ejif-3845	166	11	averaged	average	VERB
ejif-3845	166	12	in	in	ADP
ejif-3845	166	13	each	each	DET
ejif-3845	166	14	day	day	NOUN
ejif-3845	166	15	.	.	PUNCT
ejif-3845	167	1	in	in	ADP
ejif-3845	167	2	other	other	ADJ
ejif-3845	167	3	words	word	NOUN
ejif-3845	167	4	,	,	PUNCT
ejif-3845	167	5	the	the	DET
ejif-3845	167	6	daily	daily	ADJ
ejif-3845	167	7	twitter	twitter	NOUN
ejif-3845	167	8	sentiment	sentiment	NOUN
ejif-3845	167	9	(	(	PUNCT
ejif-3845	167	10	twd	twd	NOUN
ejif-3845	167	11	)	)	PUNCT
ejif-3845	167	12	follows	follow	VERB
ejif-3845	167	13	this	this	DET
ejif-3845	167	14	formula	formula	NOUN
ejif-3845	167	15	:	:	PUNCT
ejif-3845	167	16	twdi	twdi	NOUN
ejif-3845	167	17	in	in	ADP
ejif-3845	167	18	order	order	NOUN
ejif-3845	167	19	to	to	PART
ejif-3845	167	20	be	be	AUX
ejif-3845	167	21	able	able	ADJ
ejif-3845	167	22	to	to	PART
ejif-3845	167	23	apply	apply	VERB
ejif-3845	167	24	the	the	DET
ejif-3845	167	25	var	var	NOUN
ejif-3845	167	26	model	model	NOUN
ejif-3845	167	27	and	and	CCONJ
ejif-3845	167	28	granger	granger	PROPN
ejif-3845	167	29	causality	causality	NOUN
ejif-3845	167	30	tests	test	NOUN
ejif-3845	167	31	,	,	PUNCT
ejif-3845	167	32	we	we	PRON
ejif-3845	167	33	need	need	VERB
ejif-3845	167	34	to	to	PART
ejif-3845	167	35	verify	verify	VERB
ejif-3845	167	36	the	the	DET
ejif-3845	167	37	stationary	stationary	NOUN
ejif-3845	167	38	of	of	ADP
ejif-3845	167	39	our	our	PRON
ejif-3845	167	40	variables	variable	NOUN
ejif-3845	167	41	.	.	PUNCT
ejif-3845	168	1	adf	adf	NOUN
ejif-3845	168	2	test	test	NOUN
ejif-3845	168	3	results	result	NOUN
ejif-3845	168	4	show	show	VERB
ejif-3845	168	5	that	that	SCONJ
ejif-3845	168	6	all	all	PRON
ejif-3845	168	7	our	our	PRON
ejif-3845	168	8	variables	variable	NOUN
ejif-3845	168	9	are	be	AUX
ejif-3845	168	10	stationary	stationary	ADJ
ejif-3845	168	11	.	.	PUNCT
ejif-3845	169	1	in	in	ADP
ejif-3845	169	2	our	our	PRON
ejif-3845	169	3	work	work	NOUN
ejif-3845	169	4	we	we	PRON
ejif-3845	169	5	use	use	VERB
ejif-3845	169	6	the	the	DET
ejif-3845	169	7	vector	vector	NOUN
ejif-3845	169	8	"	"	PUNCT
ejif-3845	169	9	var	var	NOUN
ejif-3845	169	10	"	"	PUNCT
ejif-3845	169	11	proposed	propose	VERB
ejif-3845	169	12	by	by	ADP
ejif-3845	169	13	sims	sim	NOUN
ejif-3845	169	14	(	(	PUNCT
ejif-3845	169	15	1980	1980	NUM
ejif-3845	169	16	)	)	PUNCT
ejif-3845	169	17	to	to	PART
ejif-3845	169	18	predict	predict	VERB
ejif-3845	169	19	the	the	DET
ejif-3845	169	20	relationship	relationship	NOUN
ejif-3845	169	21	between	between	ADP
ejif-3845	169	22	sentiment	sentiment	NOUN
ejif-3845	169	23	and	and	CCONJ
ejif-3845	169	24	returns	return	NOUN
ejif-3845	169	25	in	in	ADP
ejif-3845	169	26	a	a	DET
ejif-3845	169	27	multivariate	multivariate	NOUN
ejif-3845	169	28	time	time	NOUN
ejif-3845	169	29	series	series	NOUN
ejif-3845	169	30	.	.	PUNCT
ejif-3845	170	1	the	the	DET
ejif-3845	170	2	var	var	NOUN
ejif-3845	170	3	model	model	NOUN
ejif-3845	170	4	is	be	AUX
ejif-3845	170	5	a	a	DET
ejif-3845	170	6	flexible	flexible	ADJ
ejif-3845	170	7	model	model	NOUN
ejif-3845	170	8	that	that	PRON
ejif-3845	170	9	allows	allow	VERB
ejif-3845	170	10	us	we	PRON
ejif-3845	170	11	to	to	PART
ejif-3845	170	12	accurately	accurately	ADV
ejif-3845	170	13	describe	describe	VERB
ejif-3845	170	14	the	the	DET
ejif-3845	170	15	dynamic	dynamic	ADJ
ejif-3845	170	16	behavior	behavior	NOUN
ejif-3845	170	17	of	of	ADP
ejif-3845	170	18	the	the	DET
ejif-3845	170	19	economic	economic	ADJ
ejif-3845	170	20	and	and	CCONJ
ejif-3845	170	21	financial	financial	ADJ
ejif-3845	170	22	time	time	NOUN
ejif-3845	170	23	series	series	NOUN
ejif-3845	170	24	,	,	PUNCT
ejif-3845	170	25	and	and	CCONJ
ejif-3845	170	26	can	can	AUX
ejif-3845	170	27	be	be	AUX
ejif-3845	170	28	used	use	VERB
ejif-3845	170	29	as	as	ADP
ejif-3845	170	30	a	a	DET
ejif-3845	170	31	correct	correct	ADJ
ejif-3845	170	32	prediction	prediction	NOUN
ejif-3845	170	33	tool	tool	NOUN
ejif-3845	170	34	.	.	PUNCT
ejif-3845	171	1	however	however	ADV
ejif-3845	171	2	,	,	PUNCT
ejif-3845	171	3	before	before	ADP
ejif-3845	171	4	building	build	VERB
ejif-3845	171	5	a	a	DET
ejif-3845	171	6	var	var	NOUN
ejif-3845	171	7	model	model	NOUN
ejif-3845	171	8	,	,	PUNCT
ejif-3845	171	9	we	we	PRON
ejif-3845	171	10	need	need	VERB
ejif-3845	171	11	to	to	PART
ejif-3845	171	12	check	check	VERB
ejif-3845	171	13	the	the	DET
ejif-3845	171	14	stationary	stationary	NOUN
ejif-3845	171	15	of	of	ADP
ejif-3845	171	16	the	the	DET
ejif-3845	171	17	studied	studied	ADJ
ejif-3845	171	18	series	series	NOUN
ejif-3845	171	19	,	,	PUNCT
ejif-3845	171	20	which	which	PRON
ejif-3845	171	21	is	be	AUX
ejif-3845	171	22	already	already	ADV
ejif-3845	171	23	done	do	VERB
ejif-3845	171	24	previously	previously	ADV
ejif-3845	171	25	.	.	PUNCT
ejif-3845	172	1	similarly	similarly	ADV
ejif-3845	172	2	,	,	PUNCT
ejif-3845	172	3	we	we	PRON
ejif-3845	172	4	need	need	VERB
ejif-3845	172	5	to	to	PART
ejif-3845	172	6	determine	determine	VERB
ejif-3845	172	7	the	the	DET
ejif-3845	172	8	optimal	optimal	ADJ
ejif-3845	172	9	number	number	NOUN
ejif-3845	172	10	of	of	ADP
ejif-3845	172	11	lags	lag	NOUN
ejif-3845	172	12	for	for	ADP
ejif-3845	172	13	our	our	PRON
ejif-3845	172	14	var	var	NOUN
ejif-3845	172	15	.	.	PUNCT
ejif-3845	173	1	*	*	PUNCT
ejif-3845	173	2	lag	lag	NOUN
ejif-3845	173	3	length	length	NOUN
ejif-3845	173	4	selection	selection	NOUN
ejif-3845	173	5	:	:	PUNCT
ejif-3845	173	6	ejif	ejif	PROPN
ejif-3845	173	7	–	–	PUNCT
ejif-3845	173	8	european	european	PROPN
ejif-3845	173	9	journal	journal	PROPN
ejif-3845	173	10	of	of	ADP
ejif-3845	173	11	islamic	islamic	PROPN
ejif-3845	173	12	finance	finance	PROPN
ejif-3845	173	13	second	second	ADJ
ejif-3845	173	14	special	special	ADJ
ejif-3845	173	15	issue	issue	NOUN
ejif-3845	173	16	for	for	ADP
ejif-3845	173	17	ejif	ejif	PROPN
ejif-3845	173	18	workshop	workshop	PROPN
ejif-3845	173	19	http://www.ojs.unito.it/index.php/ejif	http://www.ojs.unito.it/index.php/ejif	PROPN
ejif-3845	173	20	issn	issn	PROPN
ejif-3845	173	21	2421	2421	NUM
ejif-3845	173	22	-	-	SYM
ejif-3845	173	23	2172	2172	NUM
ejif-3845	173	24	7	7	NUM
ejif-3845	173	25	when	when	SCONJ
ejif-3845	173	26	running	run	VERB
ejif-3845	173	27	the	the	DET
ejif-3845	173	28	var	var	NOUN
ejif-3845	173	29	-	-	PUNCT
ejif-3845	173	30	models	model	NOUN
ejif-3845	173	31	it	it	PRON
ejif-3845	173	32	is	be	AUX
ejif-3845	173	33	important	important	ADJ
ejif-3845	173	34	to	to	PART
ejif-3845	173	35	include	include	VERB
ejif-3845	173	36	the	the	DET
ejif-3845	173	37	right	right	ADJ
ejif-3845	173	38	lag	lag	NOUN
ejif-3845	173	39	lenght	lenght	NOUN
ejif-3845	173	40	of	of	ADP
ejif-3845	173	41	the	the	DET
ejif-3845	173	42	dependent	dependent	ADJ
ejif-3845	173	43	variable	variable	NOUN
ejif-3845	173	44	as	as	ADV
ejif-3845	173	45	well	well	ADV
ejif-3845	173	46	as	as	ADP
ejif-3845	173	47	the	the	DET
ejif-3845	173	48	independent	independent	ADJ
ejif-3845	173	49	variables	variable	NOUN
ejif-3845	173	50	.	.	PUNCT
ejif-3845	174	1	the	the	DET
ejif-3845	174	2	lag	lag	NOUN
ejif-3845	174	3	length	length	NOUN
ejif-3845	174	4	for	for	ADP
ejif-3845	174	5	the	the	DET
ejif-3845	174	6	var	var	NOUN
ejif-3845	174	7	(	(	PUNCT
ejif-3845	174	8	p	p	NOUN
ejif-3845	174	9	)	)	PUNCT
ejif-3845	174	10	can	can	AUX
ejif-3845	174	11	be	be	AUX
ejif-3845	174	12	determined	determine	VERB
ejif-3845	174	13	using	use	VERB
ejif-3845	174	14	selection	selection	NOUN
ejif-3845	174	15	criteria	criterion	NOUN
ejif-3845	174	16	model	model	NOUN
ejif-3845	174	17	.	.	PUNCT
ejif-3845	175	1	the	the	DET
ejif-3845	175	2	lag	lag	NOUN
ejif-3845	175	3	length	length	NOUN
ejif-3845	175	4	for	for	ADP
ejif-3845	175	5	the	the	DET
ejif-3845	175	6	var	var	NOUN
ejif-3845	175	7	(	(	PUNCT
ejif-3845	175	8	p	p	NOUN
ejif-3845	175	9	)	)	PUNCT
ejif-3845	175	10	model	model	NOUN
ejif-3845	175	11	can	can	AUX
ejif-3845	175	12	be	be	AUX
ejif-3845	175	13	determined	determine	VERB
ejif-3845	175	14	using	use	VERB
ejif-3845	175	15	model	model	NOUN
ejif-3845	175	16	selection	selection	NOUN
ejif-3845	175	17	criteria	criterion	NOUN
ejif-3845	175	18	.	.	PUNCT
ejif-3845	176	1	the	the	DET
ejif-3845	176	2	basic	basic	ADJ
ejif-3845	176	3	idea	idea	NOUN
ejif-3845	176	4	is	be	AUX
ejif-3845	176	5	to	to	PART
ejif-3845	176	6	fit	fit	VERB
ejif-3845	176	7	var	var	NOUN
ejif-3845	176	8	(	(	PUNCT
ejif-3845	176	9	p	p	NOUN
ejif-3845	176	10	)	)	PUNCT
ejif-3845	176	11	models	model	NOUN
ejif-3845	176	12	with	with	ADP
ejif-3845	176	13	orders	order	NOUN
ejif-3845	176	14	p=0	p=0	PROPN
ejif-3845	176	15	,	,	PUNCT
ejif-3845	176	16	1….pmax	1….pmax	NUM
ejif-3845	176	17	and	and	CCONJ
ejif-3845	176	18	choose	choose	VERB
ejif-3845	176	19	the	the	DET
ejif-3845	176	20	appropriate	appropriate	ADJ
ejif-3845	176	21	value	value	NOUN
ejif-3845	176	22	of	of	ADP
ejif-3845	176	23	p	p	PRON
ejif-3845	176	24	which	which	PRON
ejif-3845	176	25	minimizes	minimize	VERB
ejif-3845	176	26	the	the	DET
ejif-3845	176	27	model	model	NOUN
ejif-3845	176	28	selection	selection	NOUN
ejif-3845	176	29	criteria	criterion	NOUN
ejif-3845	176	30	(	(	PUNCT
ejif-3845	176	31	lütkepohl	lütkepohl	NOUN
ejif-3845	176	32	,	,	PUNCT
ejif-3845	176	33	1991	1991	NUM
ejif-3845	176	34	)	)	PUNCT
ejif-3845	176	35	.	.	PUNCT
ejif-3845	177	1	in	in	ADP
ejif-3845	177	2	our	our	PRON
ejif-3845	177	3	work	work	NOUN
ejif-3845	177	4	we	we	PRON
ejif-3845	177	5	use	use	VERB
ejif-3845	177	6	the	the	DET
ejif-3845	177	7	sc	sc	PROPN
ejif-3845	177	8	criteria	criterion	NOUN
ejif-3845	177	9	and	and	CCONJ
ejif-3845	177	10	additional	additional	ADJ
ejif-3845	177	11	criteria	criterion	NOUN
ejif-3845	177	12	of	of	ADP
ejif-3845	177	13	hannan	hannan	PROPN
ejif-3845	177	14	-	-	PUNCT
ejif-3845	177	15	quinn	quinn	PROPN
ejif-3845	177	16	information	information	NOUN
ejif-3845	177	17	hq	hq	PROPN
ejif-3845	177	18	formally	formally	ADV
ejif-3845	177	19	stated	state	VERB
ejif-3845	177	20	:	:	PUNCT
ejif-3845	177	21	hqc	hqc	PROPN
ejif-3845	177	22	=	=	PUNCT
ejif-3845	177	23	2k	2k	PROPN
ejif-3845	177	24	+	+	CCONJ
ejif-3845	177	25	-2lmax	-2lmax	PUNCT
ejif-3845	177	26	log	log	VERB
ejif-3845	177	27	log	log	NOUN
ejif-3845	177	28	n	n	CCONJ
ejif-3845	177	29	where	where	SCONJ
ejif-3845	177	30	:	:	PUNCT
ejif-3845	177	31	lmax	lmax	NOUN
ejif-3845	177	32	represents	represent	VERB
ejif-3845	177	33	the	the	DET
ejif-3845	177	34	log	log	NOUN
ejif-3845	177	35	likelihood	likelihood	NOUN
ejif-3845	177	36	probability	probability	NOUN
ejif-3845	177	37	data	datum	NOUN
ejif-3845	177	38	into	into	ADP
ejif-3845	177	39	a	a	DET
ejif-3845	177	40	model	model	NOUN
ejif-3845	177	41	,	,	PUNCT
ejif-3845	177	42	k	k	PROPN
ejif-3845	177	43	is	be	AUX
ejif-3845	177	44	the	the	DET
ejif-3845	177	45	number	number	NOUN
ejif-3845	177	46	of	of	ADP
ejif-3845	177	47	parameters	parameter	NOUN
ejif-3845	177	48	,	,	PUNCT
ejif-3845	177	49	n	n	CCONJ
ejif-3845	177	50	:	:	PUNCT
ejif-3845	177	51	is	be	AUX
ejif-3845	177	52	the	the	DET
ejif-3845	177	53	number	number	NOUN
ejif-3845	177	54	of	of	ADP
ejif-3845	177	55	observations	observation	NOUN
ejif-3845	177	56	.	.	PUNCT
ejif-3845	178	1	using	use	VERB
ejif-3845	178	2	these	these	DET
ejif-3845	178	3	models	model	NOUN
ejif-3845	178	4	,	,	PUNCT
ejif-3845	178	5	we	we	PRON
ejif-3845	178	6	can	can	AUX
ejif-3845	178	7	identify	identify	VERB
ejif-3845	178	8	if	if	SCONJ
ejif-3845	178	9	the	the	DET
ejif-3845	178	10	tested	test	VERB
ejif-3845	178	11	variable	variable	NOUN
ejif-3845	178	12	is	be	AUX
ejif-3845	178	13	persistent	persistent	ADJ
ejif-3845	178	14	,	,	PUNCT
ejif-3845	178	15	and	and	CCONJ
ejif-3845	178	16	if	if	SCONJ
ejif-3845	178	17	its	its	PRON
ejif-3845	178	18	value	value	NOUN
ejif-3845	178	19	in	in	ADP
ejif-3845	178	20	the	the	DET
ejif-3845	178	21	past	past	NOUN
ejif-3845	178	22	still	still	ADV
ejif-3845	178	23	weighing	weigh	VERB
ejif-3845	178	24	on	on	ADP
ejif-3845	178	25	today	today	NOUN
ejif-3845	178	26	's	's	PART
ejif-3845	178	27	values	value	NOUN
ejif-3845	178	28	;	;	PUNCT
ejif-3845	178	29	and	and	CCONJ
ejif-3845	178	30	therefore	therefore	ADV
ejif-3845	178	31	the	the	DET
ejif-3845	178	32	integration	integration	NOUN
ejif-3845	178	33	time	time	NOUN
ejif-3845	178	34	offsets	offset	NOUN
ejif-3845	178	35	is	be	AUX
ejif-3845	178	36	necessary	necessary	ADJ
ejif-3845	178	37	and	and	CCONJ
ejif-3845	178	38	obvious	obvious	ADJ
ejif-3845	178	39	.	.	PUNCT
ejif-3845	179	1	according	accord	VERB
ejif-3845	179	2	to	to	ADP
ejif-3845	179	3	the	the	DET
ejif-3845	179	4	fpe	fpe	NOUN
ejif-3845	179	5	"	"	PUNCT
ejif-3845	179	6	final	final	ADJ
ejif-3845	179	7	prediction	prediction	NOUN
ejif-3845	179	8	error	error	NOUN
ejif-3845	179	9	"	"	PUNCT
ejif-3845	179	10	,	,	PUNCT
ejif-3845	179	11	the	the	DET
ejif-3845	179	12	number	number	NOUN
ejif-3845	179	13	of	of	ADP
ejif-3845	179	14	significant	significant	ADJ
ejif-3845	179	15	lags	lag	NOUN
ejif-3845	179	16	to	to	PART
ejif-3845	179	17	use	use	VERB
ejif-3845	179	18	is	be	AUX
ejif-3845	179	19	5	5	NUM
ejif-3845	179	20	lags	lag	NOUN
ejif-3845	179	21	,	,	PUNCT
ejif-3845	179	22	while	while	SCONJ
ejif-3845	179	23	lr	lr	NOUN
ejif-3845	179	24	,	,	PUNCT
ejif-3845	179	25	hannan	hannan	PROPN
ejif-3845	179	26	-	-	PUNCT
ejif-3845	179	27	quinn	quinn	PROPN
ejif-3845	179	28	information	information	NOUN
ejif-3845	179	29	criteria	criterion	NOUN
ejif-3845	179	30	hqic	hqic	ADJ
ejif-3845	179	31	and	and	CCONJ
ejif-3845	179	32	sbic	sbic	NOUN
ejif-3845	179	33	and	and	CCONJ
ejif-3845	179	34	aic	aic	PROPN
ejif-3845	179	35	“	"	PUNCT
ejif-3845	179	36	akaike	akaike	ADJ
ejif-3845	179	37	information	information	NOUN
ejif-3845	179	38	criterion	criterion	NOUN
ejif-3845	179	39	”	"	PUNCT
ejif-3845	179	40	,	,	PUNCT
ejif-3845	179	41	suggest	suggest	VERB
ejif-3845	179	42	eleven	eleven	NUM
ejif-3845	179	43	lags	lag	NOUN
ejif-3845	179	44	.	.	PUNCT
ejif-3845	180	1	in	in	ADP
ejif-3845	180	2	this	this	DET
ejif-3845	180	3	work	work	NOUN
ejif-3845	180	4	we	we	PRON
ejif-3845	180	5	use	use	VERB
ejif-3845	180	6	five	five	NUM
ejif-3845	180	7	lags	lag	NOUN
ejif-3845	180	8	in	in	ADP
ejif-3845	180	9	order	order	NOUN
ejif-3845	180	10	to	to	PART
ejif-3845	180	11	simplify	simplify	VERB
ejif-3845	180	12	the	the	DET
ejif-3845	180	13	calculations	calculation	NOUN
ejif-3845	180	14	.	.	PUNCT
ejif-3845	181	1	*	*	PUNCT
ejif-3845	181	2	the	the	DET
ejif-3845	181	3	"	"	PUNCT
ejif-3845	181	4	granger"causality	granger"causality	NOUN
ejif-3845	181	5	test	test	NOUN
ejif-3845	181	6	granger	granger	PROPN
ejif-3845	181	7	causality	causality	PROPN
ejif-3845	181	8	test	test	NOUN
ejif-3845	181	9	,	,	PUNCT
ejif-3845	181	10	proposed	propose	VERB
ejif-3845	181	11	in	in	ADP
ejif-3845	181	12	1969	1969	NUM
ejif-3845	181	13	,	,	PUNCT
ejif-3845	181	14	is	be	AUX
ejif-3845	181	15	a	a	DET
ejif-3845	181	16	statistical	statistical	ADJ
ejif-3845	181	17	hypothesis	hypothesis	NOUN
ejif-3845	181	18	test	test	NOUN
ejif-3845	181	19	to	to	PART
ejif-3845	181	20	determine	determine	VERB
ejif-3845	181	21	whether	whether	SCONJ
ejif-3845	181	22	a	a	DET
ejif-3845	181	23	time	time	NOUN
ejif-3845	181	24	series	series	NOUN
ejif-3845	181	25	is	be	AUX
ejif-3845	181	26	useful	useful	ADJ
ejif-3845	181	27	in	in	ADP
ejif-3845	181	28	forecasting	forecast	VERB
ejif-3845	181	29	another	another	PRON
ejif-3845	181	30	.	.	PUNCT
ejif-3845	182	1	normally	normally	ADV
ejif-3845	182	2	,	,	PUNCT
ejif-3845	182	3	regressions	regression	NOUN
ejif-3845	182	4	reflect	reflect	VERB
ejif-3845	182	5	the	the	DET
ejif-3845	182	6	"	"	PUNCT
ejif-3845	182	7	simple	simple	ADJ
ejif-3845	182	8	"	"	PUNCT
ejif-3845	182	9	correlations	correlation	NOUN
ejif-3845	182	10	,	,	PUNCT
ejif-3845	182	11	but	but	CCONJ
ejif-3845	182	12	clive	clive	PROPN
ejif-3845	182	13	granger	granger	PROPN
ejif-3845	182	14	argued	argue	VERB
ejif-3845	182	15	that	that	SCONJ
ejif-3845	182	16	the	the	DET
ejif-3845	182	17	economy	economy	NOUN
ejif-3845	182	18	causality	causality	NOUN
ejif-3845	182	19	could	could	AUX
ejif-3845	182	20	be	be	AUX
ejif-3845	182	21	tested	test	VERB
ejif-3845	182	22	by	by	ADP
ejif-3845	182	23	measuring	measure	VERB
ejif-3845	182	24	the	the	DET
ejif-3845	182	25	ability	ability	NOUN
ejif-3845	182	26	to	to	PART
ejif-3845	182	27	predict	predict	VERB
ejif-3845	182	28	future	future	ADJ
ejif-3845	182	29	values	value	NOUN
ejif-3845	182	30	of	of	ADP
ejif-3845	182	31	time	time	NOUN
ejif-3845	182	32	series	series	NOUN
ejif-3845	182	33	with	with	ADP
ejif-3845	182	34	past	past	ADJ
ejif-3845	182	35	values	value	NOUN
ejif-3845	182	36	of	of	ADP
ejif-3845	182	37	another	another	DET
ejif-3845	182	38	series	series	NOUN
ejif-3845	182	39	time	time	NOUN
ejif-3845	182	40	.	.	PUNCT
ejif-3845	183	1	since	since	SCONJ
ejif-3845	183	2	the	the	DET
ejif-3845	183	3	question	question	NOUN
ejif-3845	183	4	of	of	ADP
ejif-3845	183	5	the	the	DET
ejif-3845	183	6	"	"	PUNCT
ejif-3845	183	7	real	real	ADJ
ejif-3845	183	8	causality	causality	NOUN
ejif-3845	183	9	"	"	PUNCT
ejif-3845	183	10	is	be	AUX
ejif-3845	183	11	deeply	deeply	ADV
ejif-3845	183	12	philosophical	philosophical	ADJ
ejif-3845	183	13	and	and	CCONJ
ejif-3845	183	14	guess	guess	VERB
ejif-3845	183	15	that	that	SCONJ
ejif-3845	183	16	something	something	PRON
ejif-3845	183	17	before	before	ADP
ejif-3845	183	18	another	another	PRON
ejif-3845	183	19	can	can	AUX
ejif-3845	183	20	be	be	AUX
ejif-3845	183	21	used	use	VERB
ejif-3845	183	22	as	as	ADP
ejif-3845	183	23	proof	proof	NOUN
ejif-3845	183	24	of	of	ADP
ejif-3845	183	25	causation	causation	NOUN
ejif-3845	183	26	,	,	PUNCT
ejif-3845	183	27	econometricians	econometrician	NOUN
ejif-3845	183	28	argue	argue	VERB
ejif-3845	183	29	that	that	SCONJ
ejif-3845	183	30	the	the	DET
ejif-3845	183	31	test	test	NOUN
ejif-3845	183	32	of	of	ADP
ejif-3845	183	33	granger	granger	PROPN
ejif-3845	183	34	believes	believe	VERB
ejif-3845	183	35	"	"	PUNCT
ejif-3845	183	36	predictive	predictive	ADJ
ejif-3845	183	37	causality	causality	NOUN
ejif-3845	183	38	"	"	PUNCT
ejif-3845	183	39	.	.	PUNCT
ejif-3845	184	1	hence	hence	ADV
ejif-3845	184	2	,	,	PUNCT
ejif-3845	184	3	if	if	SCONJ
ejif-3845	184	4	we	we	PRON
ejif-3845	184	5	control	control	VERB
ejif-3845	184	6	the	the	DET
ejif-3845	184	7	information	information	NOUN
ejif-3845	184	8	contained	contain	VERB
ejif-3845	184	9	in	in	ADP
ejif-3845	184	10	past	past	PROPN
ejif-3845	184	11	y	y	PROPN
ejif-3845	184	12	,	,	PUNCT
ejif-3845	184	13	we	we	PRON
ejif-3845	184	14	can	can	AUX
ejif-3845	184	15	say	say	VERB
ejif-3845	184	16	then	then	ADV
ejif-3845	184	17	that	that	SCONJ
ejif-3845	184	18	x	x	PUNCT
ejif-3845	184	19	“	"	PUNCT
ejif-3845	184	20	granger	granger	NOUN
ejif-3845	184	21	cause	cause	PROPN
ejif-3845	184	22	”	"	PUNCT
ejif-3845	184	23	y	y	PROPN
ejif-3845	184	24	(	(	PUNCT
ejif-3845	184	25	datta	datta	PROPN
ejif-3845	184	26	et	et	PROPN
ejif-3845	184	27	al	al	PROPN
ejif-3845	184	28	.	.	PROPN
ejif-3845	184	29	,	,	PUNCT
ejif-3845	184	30	2006	2006	NUM
ejif-3845	184	31	)	)	PUNCT
ejif-3845	184	32	.	.	PUNCT
ejif-3845	185	1	formally	formally	ADV
ejif-3845	185	2	,	,	PUNCT
ejif-3845	185	3	the	the	DET
ejif-3845	185	4	possible	possible	ADJ
ejif-3845	185	5	granger	granger	PROPN
ejif-3845	185	6	causal	causal	ADJ
ejif-3845	185	7	links	link	NOUN
ejif-3845	185	8	between	between	ADP
ejif-3845	185	9	stock	stock	NOUN
ejif-3845	185	10	and	and	CCONJ
ejif-3845	185	11	bond	bond	NOUN
ejif-3845	185	12	outcome	outcome	NOUN
ejif-3845	185	13	(	(	PUNCT
ejif-3845	185	14	returns	return	NOUN
ejif-3845	185	15	and	and	CCONJ
ejif-3845	185	16	volatility	volatility	NOUN
ejif-3845	185	17	noted	note	VERB
ejif-3845	185	18	by	by	ADP
ejif-3845	185	19	r	r	NOUN
ejif-3845	185	20	)	)	PUNCT
ejif-3845	185	21	and	and	CCONJ
ejif-3845	185	22	sentiment	sentiment	NOUN
ejif-3845	185	23	(	(	PUNCT
ejif-3845	185	24	s	s	X
ejif-3845	185	25	)	)	PUNCT
ejif-3845	185	26	is	be	AUX
ejif-3845	185	27	formulated	formulate	VERB
ejif-3845	185	28	as	as	ADP
ejif-3845	185	29	follow	follow	NOUN
ejif-3845	185	30	:	:	PUNCT
ejif-3845	185	31	rt	rt	PROPN
ejif-3845	185	32	ԑt	ԑt	PROPN
ejif-3845	185	33	c.	c.	PROPN
ejif-3845	185	34	empirical	empirical	ADJ
ejif-3845	185	35	results	result	NOUN
ejif-3845	185	36	:	:	PUNCT
ejif-3845	185	37	in	in	ADP
ejif-3845	185	38	this	this	DET
ejif-3845	185	39	section	section	NOUN
ejif-3845	185	40	we	we	PRON
ejif-3845	185	41	try	try	VERB
ejif-3845	185	42	to	to	PART
ejif-3845	185	43	give	give	VERB
ejif-3845	185	44	the	the	DET
ejif-3845	185	45	results	result	NOUN
ejif-3845	185	46	of	of	ADP
ejif-3845	185	47	testing	test	VERB
ejif-3845	185	48	our	our	PRON
ejif-3845	185	49	hypotheses	hypothesis	NOUN
ejif-3845	185	50	.	.	PUNCT
ejif-3845	186	1	therefore	therefore	ADV
ejif-3845	186	2	,	,	PUNCT
ejif-3845	186	3	we	we	PRON
ejif-3845	186	4	use	use	VERB
ejif-3845	186	5	the	the	DET
ejif-3845	186	6	regression	regression	NOUN
ejif-3845	186	7	with	with	ADP
ejif-3845	186	8	neweywest	neweywest	ADJ
ejif-3845	186	9	standard	standard	ADJ
ejif-3845	186	10	errors	error	NOUN
ejif-3845	186	11	in	in	ADP
ejif-3845	186	12	order	order	NOUN
ejif-3845	186	13	to	to	PART
ejif-3845	186	14	avoid	avoid	VERB
ejif-3845	186	15	any	any	DET
ejif-3845	186	16	autocorrelation	autocorrelation	NOUN
ejif-3845	186	17	and	and	CCONJ
ejif-3845	186	18	heteroscedasticity	heteroscedasticity	NOUN
ejif-3845	186	19	of	of	ADP
ejif-3845	186	20	the	the	DET
ejif-3845	186	21	errors	error	NOUN
ejif-3845	186	22	.	.	PUNCT
ejif-3845	187	1	table	table	NOUN
ejif-3845	187	2	2	2	NUM
ejif-3845	187	3	provides	provide	VERB
ejif-3845	187	4	the	the	DET
ejif-3845	187	5	results	result	NOUN
ejif-3845	187	6	of	of	ADP
ejif-3845	187	7	this	this	DET
ejif-3845	187	8	regression	regression	NOUN
ejif-3845	187	9	.	.	PUNCT
ejif-3845	188	1	in	in	ADP
ejif-3845	188	2	this	this	DET
ejif-3845	188	3	table	table	NOUN
ejif-3845	188	4	we	we	PRON
ejif-3845	188	5	clearly	clearly	ADV
ejif-3845	188	6	show	show	VERB
ejif-3845	188	7	that	that	SCONJ
ejif-3845	188	8	most	most	ADJ
ejif-3845	188	9	of	of	ADP
ejif-3845	188	10	the	the	DET
ejif-3845	188	11	coefficients	coefficient	NOUN
ejif-3845	188	12	of	of	ADP
ejif-3845	188	13	twitter	twitter	NOUN
ejif-3845	188	14	,	,	PUNCT
ejif-3845	188	15	and	and	CCONJ
ejif-3845	188	16	google	google	PROPN
ejif-3845	188	17	trends	trend	NOUN
ejif-3845	188	18	measures	measure	NOUN
ejif-3845	188	19	statistically	statistically	ADV
ejif-3845	188	20	significant	significant	ADJ
ejif-3845	188	21	in	in	ADP
ejif-3845	188	22	their	their	PRON
ejif-3845	188	23	relation	relation	NOUN
ejif-3845	188	24	with	with	ADP
ejif-3845	188	25	the	the	DET
ejif-3845	188	26	return	return	NOUN
ejif-3845	188	27	of	of	ADP
ejif-3845	188	28	bitcoin	bitcoin	NOUN
ejif-3845	188	29	.	.	PUNCT
ejif-3845	189	1	these	these	DET
ejif-3845	189	2	results	result	NOUN
ejif-3845	189	3	conduct	conduct	VERB
ejif-3845	189	4	us	we	PRON
ejif-3845	189	5	to	to	PART
ejif-3845	189	6	confirm	confirm	VERB
ejif-3845	189	7	our	our	PRON
ejif-3845	189	8	first	first	ADJ
ejif-3845	189	9	hypothesis	hypothesis	NOUN
ejif-3845	189	10	.	.	PUNCT
ejif-3845	190	1	the	the	DET
ejif-3845	190	2	second	second	ADJ
ejif-3845	190	3	part	part	NOUN
ejif-3845	190	4	of	of	ADP
ejif-3845	190	5	this	this	DET
ejif-3845	190	6	table	table	NOUN
ejif-3845	190	7	shows	show	VERB
ejif-3845	190	8	that	that	SCONJ
ejif-3845	190	9	sentimental	sentimental	ADJ
ejif-3845	190	10	proxies	proxy	NOUN
ejif-3845	190	11	are	be	AUX
ejif-3845	190	12	statistically	statistically	ADV
ejif-3845	190	13	significant	significant	ADJ
ejif-3845	190	14	.	.	PUNCT
ejif-3845	191	1	this	this	DET
ejif-3845	191	2	result	result	NOUN
ejif-3845	191	3	confirms	confirm	VERB
ejif-3845	191	4	our	our	PRON
ejif-3845	191	5	second	second	ADJ
ejif-3845	191	6	hypothesis	hypothesis	NOUN
ejif-3845	191	7	.	.	PUNCT
ejif-3845	192	1	table	table	PROPN
ejif-3845	192	2	ii	ii	PROPN
ejif-3845	192	3	newey	newey	PROPN
ejif-3845	192	4	-	-	PUNCT
ejif-3845	192	5	west	west	PROPN
ejif-3845	192	6	standard	standard	ADJ
ejif-3845	192	7	errors	error	NOUN
ejif-3845	192	8	regression	regression	VERB
ejif-3845	192	9	results	result	NOUN
ejif-3845	192	10	twitter	twitter	NOUN
ejif-3845	192	11	sentiment	sentiment	NOUN
ejif-3845	192	12	bitcoin	bitcoin	PROPN
ejif-3845	192	13	return	return	VERB
ejif-3845	192	14	0.3282316	0.3282316	NUM
ejif-3845	192	15	bitcoin	bitcoin	ADJ
ejif-3845	192	16	volatility	volatility	NOUN
ejif-3845	192	17	0.0329292	0.0329292	NUM
ejif-3845	192	18	when	when	SCONJ
ejif-3845	192	19	we	we	PRON
ejif-3845	192	20	apply	apply	VERB
ejif-3845	192	21	the	the	DET
ejif-3845	192	22	var	var	NOUN
ejif-3845	192	23	model	model	NOUN
ejif-3845	192	24	,	,	PUNCT
ejif-3845	192	25	we	we	PRON
ejif-3845	192	26	find	find	VERB
ejif-3845	192	27	that	that	SCONJ
ejif-3845	192	28	the	the	DET
ejif-3845	192	29	twitter	twitter	NOUN
ejif-3845	192	30	sentiment	sentiment	NOUN
ejif-3845	192	31	has	have	VERB
ejif-3845	192	32	a	a	DET
ejif-3845	192	33	delayed	delay	VERB
ejif-3845	192	34	effect	effect	NOUN
ejif-3845	192	35	on	on	ADP
ejif-3845	192	36	the	the	DET
ejif-3845	192	37	return	return	NOUN
ejif-3845	192	38	and	and	CCONJ
ejif-3845	192	39	the	the	DET
ejif-3845	192	40	volatility	volatility	NOUN
ejif-3845	192	41	of	of	ADP
ejif-3845	192	42	bitcoin	bitcoin	NOUN
ejif-3845	192	43	.	.	PUNCT
ejif-3845	193	1	table	table	NOUN
ejif-3845	193	2	3	3	NUM
ejif-3845	193	3	details	detail	NOUN
ejif-3845	193	4	the	the	DET
ejif-3845	193	5	results	result	NOUN
ejif-3845	193	6	of	of	ADP
ejif-3845	193	7	the	the	DET
ejif-3845	193	8	var	var	NOUN
ejif-3845	193	9	model	model	NOUN
ejif-3845	193	10	.	.	PUNCT
ejif-3845	194	1	table	table	NOUN
ejif-3845	194	2	iii	iii	PROPN
ejif-3845	194	3	var	var	NOUN
ejif-3845	194	4	model	model	NOUN
ejif-3845	194	5	results	result	NOUN
ejif-3845	194	6	for	for	ADP
ejif-3845	194	7	our	our	PRON
ejif-3845	194	8	last	last	ADJ
ejif-3845	194	9	hypothesis	hypothesis	NOUN
ejif-3845	194	10	,	,	PUNCT
ejif-3845	194	11	table	table	NOUN
ejif-3845	194	12	4	4	NUM
ejif-3845	194	13	expresses	express	VERB
ejif-3845	194	14	the	the	DET
ejif-3845	194	15	results	result	NOUN
ejif-3845	194	16	of	of	ADP
ejif-3845	194	17	granger	granger	PROPN
ejif-3845	194	18	causality	causality	PROPN
ejif-3845	194	19	test	test	NOUN
ejif-3845	194	20	with	with	ADP
ejif-3845	194	21	five	five	NUM
ejif-3845	194	22	lags	lag	NOUN
ejif-3845	194	23	.	.	PUNCT
ejif-3845	195	1	in	in	ADP
ejif-3845	195	2	this	this	DET
ejif-3845	195	3	table	table	NOUN
ejif-3845	195	4	4	4	NUM
ejif-3845	195	5	most	most	ADJ
ejif-3845	195	6	of	of	ADP
ejif-3845	195	7	the	the	DET
ejif-3845	195	8	p	p	PROPN
ejif-3845	195	9	values	value	NOUN
ejif-3845	195	10	are	be	AUX
ejif-3845	195	11	under	under	ADP
ejif-3845	195	12	5	5	NUM
ejif-3845	195	13	%	%	NOUN
ejif-3845	195	14	which	which	PRON
ejif-3845	195	15	show	show	VERB
ejif-3845	195	16	that	that	SCONJ
ejif-3845	195	17	our	our	PRON
ejif-3845	195	18	sentimental	sentimental	ADJ
ejif-3845	195	19	proxies	proxy	NOUN
ejif-3845	195	20	granger	granger	NOUN
ejif-3845	195	21	causes	cause	VERB
ejif-3845	195	22	the	the	DET
ejif-3845	195	23	bitcoin	bitcoin	ADJ
ejif-3845	195	24	return	return	NOUN
ejif-3845	195	25	and	and	CCONJ
ejif-3845	195	26	volatility	volatility	NOUN
ejif-3845	195	27	.	.	PUNCT
ejif-3845	196	1	table	table	NOUN
ejif-3845	196	2	iv	iv	NUM
ejif-3845	196	3	granger	granger	NOUN
ejif-3845	196	4	causality	causality	PROPN
ejif-3845	196	5	results	result	VERB
ejif-3845	196	6	for	for	ADP
ejif-3845	196	7	bitcoin	bitcoin	ADJ
ejif-3845	196	8	conclusion	conclusion	NOUN
ejif-3845	196	9	:	:	PUNCT
ejif-3845	196	10	the	the	DET
ejif-3845	196	11	compliance	compliance	NOUN
ejif-3845	196	12	of	of	ADP
ejif-3845	196	13	bitcoin	bitcoin	NOUN
ejif-3845	196	14	to	to	ADP
ejif-3845	196	15	shariah	shariah	PROPN
ejif-3845	196	16	has	have	AUX
ejif-3845	196	17	created	create	VERB
ejif-3845	196	18	great	great	ADJ
ejif-3845	196	19	debate	debate	NOUN
ejif-3845	196	20	between	between	ADP
ejif-3845	196	21	muslim	muslim	ADJ
ejif-3845	196	22	people	people	NOUN
ejif-3845	196	23	.	.	PUNCT
ejif-3845	197	1	this	this	DET
ejif-3845	197	2	work	work	NOUN
ejif-3845	197	3	visualizes	visualize	VERB
ejif-3845	197	4	the	the	DET
ejif-3845	197	5	attention	attention	NOUN
ejif-3845	197	6	and	and	CCONJ
ejif-3845	197	7	the	the	DET
ejif-3845	197	8	emotions	emotion	NOUN
ejif-3845	197	9	towards	towards	ADP
ejif-3845	197	10	bitcoin	bitcoin	VERB
ejif-3845	197	11	with	with	ADP
ejif-3845	197	12	regard	regard	NOUN
ejif-3845	197	13	to	to	ADP
ejif-3845	197	14	its	its	PRON
ejif-3845	197	15	conformity	conformity	NOUN
ejif-3845	197	16	with	with	ADP
ejif-3845	197	17	sharia	sharia	PROPN
ejif-3845	197	18	law	law	NOUN
ejif-3845	197	19	.	.	PUNCT
ejif-3845	198	1	for	for	ADP
ejif-3845	198	2	this	this	DET
ejif-3845	198	3	purpose	purpose	NOUN
ejif-3845	198	4	,	,	PUNCT
ejif-3845	198	5	a	a	DET
ejif-3845	198	6	measure	measure	NOUN
ejif-3845	198	7	of	of	ADP
ejif-3845	198	8	sentiment	sentiment	NOUN
ejif-3845	198	9	is	be	AUX
ejif-3845	198	10	constructed	construct	VERB
ejif-3845	198	11	based	base	VERB
ejif-3845	198	12	on	on	ADP
ejif-3845	198	13	twitter	twitter	NOUN
ejif-3845	198	14	and	and	CCONJ
ejif-3845	198	15	google	google	PROPN
ejif-3845	198	16	trends	trend	NOUN
ejif-3845	198	17	data	datum	NOUN
ejif-3845	198	18	.	.	PUNCT
ejif-3845	199	1	then	then	ADV
ejif-3845	199	2	the	the	DET
ejif-3845	199	3	top	top	ADJ
ejif-3845	199	4	methods	method	NOUN
ejif-3845	199	5	are	be	AUX
ejif-3845	199	6	proposed	propose	VERB
ejif-3845	199	7	to	to	PART
ejif-3845	199	8	investigate	investigate	VERB
ejif-3845	199	9	whether	whether	SCONJ
ejif-3845	199	10	these	these	DET
ejif-3845	199	11	sensations	sensation	NOUN
ejif-3845	199	12	and	and	CCONJ
ejif-3845	199	13	emotions	emotion	NOUN
ejif-3845	199	14	have	have	VERB
ejif-3845	199	15	an	an	DET
ejif-3845	199	16	impact	impact	NOUN
ejif-3845	199	17	on	on	ADP
ejif-3845	199	18	the	the	DET
ejif-3845	199	19	market	market	NOUN
ejif-3845	199	20	sentiment	sentiment	NOUN
ejif-3845	199	21	and	and	CCONJ
ejif-3845	199	22	the	the	DET
ejif-3845	199	23	price	price	NOUN
ejif-3845	199	24	fluctuations	fluctuation	NOUN
ejif-3845	199	25	.	.	PUNCT
ejif-3845	200	1	bitcoin	bitcoin	ADJ
ejif-3845	200	2	twitter	twitter	NOUN
ejif-3845	200	3	sentiment	sentiment	NOUN
ejif-3845	200	4	bitcoin	bitcoin	PROPN
ejif-3845	200	5	return	return	NOUN
ejif-3845	200	6	lag	lag	VERB
ejif-3845	200	7	1	1	NUM
ejif-3845	200	8	0.0479795	0.0479795	NUM
ejif-3845	200	9	lag	lag	NOUN
ejif-3845	200	10	2	2	NUM
ejif-3845	200	11	-0.0010292	-0.0010292	NOUN
ejif-3845	200	12	lag	lag	VERB
ejif-3845	200	13	3	3	NUM
ejif-3845	200	14	-0.0957978	-0.0957978	NOUN
ejif-3845	200	15	lag	lag	VERB
ejif-3845	200	16	4	4	NUM
ejif-3845	200	17	-0.1831325	-0.1831325	NOUN
ejif-3845	200	18	*	*	PROPN
ejif-3845	200	19	*	*	PUNCT
ejif-3845	200	20	*	*	PUNCT
ejif-3845	200	21	lag	lag	VERB
ejif-3845	200	22	5	5	NUM
ejif-3845	200	23	0.0619689	0.0619689	NUM
ejif-3845	200	24	bitcoin	bitcoin	NOUN
ejif-3845	200	25	volatility	volatility	NOUN
ejif-3845	200	26	lag	lag	VERB
ejif-3845	200	27	1	1	NUM
ejif-3845	200	28	1.850196	1.850196	NUM
ejif-3845	200	29	lag	lag	NOUN
ejif-3845	200	30	2	2	NUM
ejif-3845	200	31	1.583181	1.583181	NUM
ejif-3845	200	32	lag	lag	NOUN
ejif-3845	200	33	3	3	NUM
ejif-3845	200	34	-0.7420697	-0.7420697	NOUN
ejif-3845	200	35	lag	lag	VERB
ejif-3845	200	36	4	4	NUM
ejif-3845	200	37	1.212408	1.212408	NUM
ejif-3845	200	38	lag	lag	NOUN
ejif-3845	200	39	5	5	NUM
ejif-3845	200	40	-2.880991	-2.880991	NOUN
ejif-3845	200	41	*	*	PUNCT
ejif-3845	200	42	*	*	PUNCT
ejif-3845	200	43	*	*	PUNCT
ejif-3845	200	44	granger	granger	PROPN
ejif-3845	200	45	causality	causality	PROPN
ejif-3845	200	46	test	test	NOUN
ejif-3845	200	47	chi2	chi2	PROPN
ejif-3845	200	48	freedom	freedom	NOUN
ejif-3845	200	49	degree	degree	NOUN
ejif-3845	200	50	p	p	NOUN
ejif-3845	200	51	value	value	NOUN
ejif-3845	200	52	twitter	twitter	NOUN
ejif-3845	200	53	→bitcoin	→bitcoin	PUNCT
ejif-3845	200	54	return	return	VERB
ejif-3845	200	55	7.1305	7.1305	NUM
ejif-3845	200	56	5	5	NUM
ejif-3845	200	57	0.211	0.211	NUM
ejif-3845	200	58	twitter→bitcoin	twitter→bitcoin	ADJ
ejif-3845	200	59	volatility	volatility	NOUN
ejif-3845	200	60	12.488	12.488	NUM
ejif-3845	200	61	5	5	NUM
ejif-3845	200	62	0.029	0.029	NUM
ejif-3845	200	63	*	*	PUNCT
ejif-3845	200	64	*	*	PUNCT
ejif-3845	200	65	twitter→bitcoin	twitter→bitcoin	ADP
ejif-3845	200	66	return	return	NOUN
ejif-3845	200	67	and	and	CCONJ
ejif-3845	200	68	volatility	volatility	NOUN
ejif-3845	200	69	23.511	23.511	NUM
ejif-3845	200	70	10	10	NUM
ejif-3845	200	71	0.009	0.009	NUM
ejif-3845	200	72	*	*	PUNCT
ejif-3845	200	73	ejif	ejif	PROPN
ejif-3845	200	74	–	–	PUNCT
ejif-3845	200	75	european	european	PROPN
ejif-3845	200	76	journal	journal	PROPN
ejif-3845	200	77	of	of	ADP
ejif-3845	200	78	islamic	islamic	PROPN
ejif-3845	200	79	finance	finance	PROPN
ejif-3845	200	80	second	second	ADJ
ejif-3845	200	81	special	special	ADJ
ejif-3845	200	82	issue	issue	NOUN
ejif-3845	200	83	for	for	ADP
ejif-3845	200	84	ejif	ejif	PROPN
ejif-3845	200	85	workshop	workshop	PROPN
ejif-3845	200	86	http://www.ojs.unito.it/index.php/ejif	http://www.ojs.unito.it/index.php/ejif	PROPN
ejif-3845	200	87	issn	issn	PROPN
ejif-3845	200	88	2421	2421	NUM
ejif-3845	200	89	-	-	SYM
ejif-3845	200	90	2172	2172	NUM
ejif-3845	200	91	8	8	NUM
ejif-3845	200	92	bayesian	bayesian	NOUN
ejif-3845	200	93	machine	machine	NOUN
ejif-3845	200	94	learning	learn	VERB
ejif-3845	200	95	device	device	NOUN
ejif-3845	200	96	exploiting	exploit	VERB
ejif-3845	200	97	deep	deep	ADJ
ejif-3845	200	98	natural	natural	ADJ
ejif-3845	200	99	language	language	NOUN
ejif-3845	200	100	processing	processing	NOUN
ejif-3845	200	101	modules	module	NOUN
ejif-3845	200	102	has	have	AUX
ejif-3845	200	103	been	be	AUX
ejif-3845	200	104	used	use	VERB
ejif-3845	200	105	to	to	PART
ejif-3845	200	106	assign	assign	VERB
ejif-3845	200	107	emotions	emotion	NOUN
ejif-3845	200	108	and	and	CCONJ
ejif-3845	200	109	sentiment	sentiment	NOUN
ejif-3845	200	110	orientations	orientation	NOUN
ejif-3845	200	111	.	.	PUNCT
ejif-3845	201	1	the	the	DET
ejif-3845	201	2	contemporaneous	contemporaneous	ADJ
ejif-3845	201	3	effect	effect	NOUN
ejif-3845	201	4	deduced	deduce	VERB
ejif-3845	201	5	by	by	ADP
ejif-3845	201	6	newey	newey	PROPN
ejif-3845	201	7	-	-	PUNCT
ejif-3845	201	8	west	west	PROPN
ejif-3845	201	9	regression	regression	PROPN
ejif-3845	201	10	,	,	PUNCT
ejif-3845	201	11	the	the	DET
ejif-3845	201	12	delayed	delay	VERB
ejif-3845	201	13	influences	influence	NOUN
ejif-3845	201	14	tested	test	VERB
ejif-3845	201	15	by	by	ADP
ejif-3845	201	16	var	var	PROPN
ejif-3845	201	17	model	model	NOUN
ejif-3845	201	18	,	,	PUNCT
ejif-3845	201	19	and	and	CCONJ
ejif-3845	201	20	granger	granger	PROPN
ejif-3845	201	21	causality	causality	NOUN
ejif-3845	201	22	analysis	analysis	NOUN
ejif-3845	201	23	are	be	AUX
ejif-3845	201	24	used	use	VERB
ejif-3845	201	25	to	to	PART
ejif-3845	201	26	investigate	investigate	VERB
ejif-3845	201	27	the	the	DET
ejif-3845	201	28	hypothesis	hypothesis	NOUN
ejif-3845	201	29	that	that	PRON
ejif-3845	201	30	the	the	DET
ejif-3845	201	31	constructed	construct	VERB
ejif-3845	201	32	measure	measure	NOUN
ejif-3845	201	33	of	of	ADP
ejif-3845	201	34	sentiment	sentiment	NOUN
ejif-3845	201	35	has	have	VERB
ejif-3845	201	36	an	an	DET
ejif-3845	201	37	impact	impact	NOUN
ejif-3845	201	38	on	on	ADP
ejif-3845	201	39	the	the	DET
ejif-3845	201	40	volatility	volatility	NOUN
ejif-3845	201	41	and	and	CCONJ
ejif-3845	201	42	the	the	DET
ejif-3845	201	43	returns	return	NOUN
ejif-3845	201	44	of	of	ADP
ejif-3845	201	45	islamic	islamic	ADJ
ejif-3845	201	46	assets	asset	NOUN
ejif-3845	201	47	.	.	PUNCT
ejif-3845	202	1	these	these	DET
ejif-3845	202	2	metrics	metric	NOUN
ejif-3845	202	3	prove	prove	VERB
ejif-3845	202	4	that	that	SCONJ
ejif-3845	202	5	this	this	DET
ejif-3845	202	6	sentimental	sentimental	ADJ
ejif-3845	202	7	index	index	NOUN
ejif-3845	202	8	has	have	VERB
ejif-3845	202	9	a	a	DET
ejif-3845	202	10	significant	significant	ADJ
ejif-3845	202	11	effect	effect	NOUN
ejif-3845	202	12	on	on	ADP
ejif-3845	202	13	the	the	DET
ejif-3845	202	14	bitcoin	bitcoin	NOUN
ejif-3845	202	15	variables	variable	NOUN
ejif-3845	202	16	.	.	PUNCT
ejif-3845	203	1	both	both	DET
ejif-3845	203	2	positive	positive	ADJ
ejif-3845	203	3	and	and	CCONJ
ejif-3845	203	4	negative	negative	ADJ
ejif-3845	203	5	sentiment	sentiment	NOUN
ejif-3845	203	6	are	be	AUX
ejif-3845	203	7	expressed	express	VERB
ejif-3845	203	8	by	by	ADP
ejif-3845	203	9	twitter	twitter	NOUN
ejif-3845	203	10	users	user	NOUN
ejif-3845	203	11	’	'	PUNCT
ejif-3845	203	12	.	.	PUNCT
ejif-3845	204	1	bitcoin	bitcoin	NOUN
ejif-3845	204	2	is	be	AUX
ejif-3845	204	3	not	not	PART
ejif-3845	204	4	totally	totally	ADV
ejif-3845	204	5	accepted	accept	VERB
ejif-3845	204	6	by	by	ADP
ejif-3845	204	7	muslim	muslim	ADJ
ejif-3845	204	8	people	people	NOUN
ejif-3845	204	9	who	who	PRON
ejif-3845	204	10	seek	seek	VERB
ejif-3845	204	11	to	to	PART
ejif-3845	204	12	satisfy	satisfy	VERB
ejif-3845	204	13	their	their	PRON
ejif-3845	204	14	religious	religious	ADJ
ejif-3845	204	15	needs	need	NOUN
ejif-3845	204	16	.	.	PUNCT
ejif-3845	205	1	we	we	PRON
ejif-3845	205	2	let	let	VERB
ejif-3845	205	3	future	future	ADJ
ejif-3845	205	4	research	research	NOUN
ejif-3845	205	5	to	to	PART
ejif-3845	205	6	develop	develop	VERB
ejif-3845	205	7	new	new	ADJ
ejif-3845	205	8	islamic	islamic	ADJ
ejif-3845	205	9	cryptocurrencies	cryptocurrencie	NOUN
ejif-3845	205	10	satisfying	satisfy	VERB
ejif-3845	205	11	sharia	sharia	PROPN
ejif-3845	205	12	requirements	requirement	NOUN
ejif-3845	205	13	.	.	PUNCT
ejif-3845	206	1	references	reference	NOUN
ejif-3845	206	2	[	[	X
ejif-3845	206	3	1	1	NUM
ejif-3845	206	4	]	]	PUNCT
ejif-3845	206	5	p.	p.	NOUN
ejif-3845	206	6	p.	p.	NOUN
ejif-3845	206	7	biancone	biancone	NOUN
ejif-3845	206	8	and	and	CCONJ
ejif-3845	206	9	m.	m.	NOUN
ejif-3845	206	10	radwan	radwan	NOUN
ejif-3845	206	11	,	,	PUNCT
ejif-3845	206	12	“	"	PUNCT
ejif-3845	206	13	social	social	ADJ
ejif-3845	206	14	finance	finance	NOUN
ejif-3845	206	15	and	and	CCONJ
ejif-3845	206	16	financing	finance	VERB
ejif-3845	206	17	social	social	ADJ
ejif-3845	206	18	enterprises	enterprise	NOUN
ejif-3845	206	19	:	:	PUNCT
ejif-3845	206	20	an	an	DET
ejif-3845	206	21	islamic	islamic	ADJ
ejif-3845	206	22	finance	finance	NOUN
ejif-3845	206	23	prospective	prospective	ADJ
ejif-3845	206	24	,	,	PUNCT
ejif-3845	206	25	”	"	PUNCT
ejif-3845	206	26	eur	eur	PROPN
ejif-3845	206	27	.	.	PUNCT
ejif-3845	207	1	j.	j.	PROPN
ejif-3845	207	2	islam	islam	PROPN
ejif-3845	207	3	.	.	PUNCT
ejif-3845	207	4	finance	finance	PROPN
ejif-3845	207	5	,	,	PUNCT
ejif-3845	207	6	2019	2019	NUM
ejif-3845	207	7	.	.	PUNCT
ejif-3845	208	1	[	[	X
ejif-3845	208	2	2	2	X
ejif-3845	208	3	]	]	PUNCT
ejif-3845	208	4	e.	e.	PROPN
ejif-3845	208	5	mnif	mnif	PROPN
ejif-3845	208	6	,	,	PUNCT
ejif-3845	208	7	b.	b.	PROPN
ejif-3845	208	8	salhi	salhi	NOUN
ejif-3845	208	9	,	,	PUNCT
ejif-3845	208	10	and	and	CCONJ
ejif-3845	208	11	a.	a.	PROPN
ejif-3845	208	12	jarboui	jarboui	PROPN
ejif-3845	208	13	,	,	PUNCT
ejif-3845	208	14	“	"	PUNCT
ejif-3845	208	15	herding	herd	VERB
ejif-3845	208	16	behaviour	behaviour	NOUN
ejif-3845	208	17	and	and	CCONJ
ejif-3845	208	18	islamic	islamic	ADJ
ejif-3845	208	19	market	market	NOUN
ejif-3845	208	20	efficiency	efficiency	NOUN
ejif-3845	208	21	assessment	assessment	NOUN
ejif-3845	208	22	:	:	PUNCT
ejif-3845	208	23	case	case	NOUN
ejif-3845	208	24	of	of	ADP
ejif-3845	208	25	dow	dow	PROPN
ejif-3845	208	26	jones	jones	PROPN
ejif-3845	208	27	and	and	CCONJ
ejif-3845	208	28	sukuk	sukuk	ADJ
ejif-3845	208	29	market	market	NOUN
ejif-3845	208	30	,	,	PUNCT
ejif-3845	208	31	”	"	PUNCT
ejif-3845	208	32	int	int	NOUN
ejif-3845	208	33	.	.	PUNCT
ejif-3845	209	1	j.	j.	PROPN
ejif-3845	209	2	islam	islam	PROPN
ejif-3845	209	3	.	.	PUNCT
ejif-3845	210	1	middle	middle	PROPN
ejif-3845	210	2	east	east	PROPN
ejif-3845	210	3	.	.	PUNCT
ejif-3845	211	1	finance	finance	NOUN
ejif-3845	211	2	manag	manag	PROPN
ejif-3845	211	3	.	.	PROPN
ejif-3845	211	4	,	,	PUNCT
ejif-3845	211	5	2019	2019	NUM
ejif-3845	211	6	,	,	PUNCT
ejif-3845	211	7	doi	doi	NOUN
ejif-3845	211	8	:	:	PUNCT
ejif-3845	211	9	10.1108	10.1108	NUM
ejif-3845	211	10	/	/	SYM
ejif-3845	211	11	imefm-10	imefm-10	PROPN
ejif-3845	211	12	-	-	PUNCT
ejif-3845	211	13	2018	2018	NUM
ejif-3845	211	14	-	-	PUNCT
ejif-3845	211	15	0354	0354	NUM
ejif-3845	211	16	.	.	PUNCT
ejif-3845	212	1	[	[	X
ejif-3845	212	2	3	3	X
ejif-3845	212	3	]	]	PUNCT
ejif-3845	212	4	p.	p.	NOUN
ejif-3845	212	5	p.	p.	NOUN
ejif-3845	212	6	biancone	biancone	NOUN
ejif-3845	212	7	and	and	CCONJ
ejif-3845	212	8	m.	m.	NOUN
ejif-3845	212	9	radwan	radwan	NOUN
ejif-3845	212	10	,	,	PUNCT
ejif-3845	212	11	“	"	PUNCT
ejif-3845	212	12	sharia	sharia	ADJ
ejif-3845	212	13	-	-	PUNCT
ejif-3845	212	14	compliant	compliant	NOUN
ejif-3845	212	15	financing	financing	NOUN
ejif-3845	212	16	for	for	ADP
ejif-3845	212	17	public	public	ADJ
ejif-3845	212	18	utility	utility	NOUN
ejif-3845	212	19	infrastructure	infrastructure	NOUN
ejif-3845	212	20	,	,	PUNCT
ejif-3845	212	21	”	"	PUNCT
ejif-3845	212	22	util	util	NOUN
ejif-3845	212	23	.	.	PUNCT
ejif-3845	213	1	policy	policy	NOUN
ejif-3845	213	2	,	,	PUNCT
ejif-3845	213	3	2018	2018	NUM
ejif-3845	213	4	.	.	PUNCT
ejif-3845	214	1	[	[	X
ejif-3845	214	2	4	4	X
ejif-3845	214	3	]	]	PUNCT
ejif-3845	214	4	p.	p.	NOUN
ejif-3845	214	5	p.	p.	NOUN
ejif-3845	214	6	biancone	biancone	NOUN
ejif-3845	214	7	,	,	PUNCT
ejif-3845	214	8	s.	s.	PROPN
ejif-3845	214	9	secinaro	secinaro	PROPN
ejif-3845	214	10	,	,	PUNCT
ejif-3845	214	11	and	and	CCONJ
ejif-3845	214	12	m.	m.	PROPN
ejif-3845	214	13	kamal	kamal	PROPN
ejif-3845	214	14	,	,	PUNCT
ejif-3845	214	15	“	"	PUNCT
ejif-3845	214	16	crowdfunding	crowdfunding	NOUN
ejif-3845	214	17	and	and	CCONJ
ejif-3845	214	18	fintech	fintech	NOUN
ejif-3845	214	19	:	:	PUNCT
ejif-3845	214	20	business	business	NOUN
ejif-3845	214	21	model	model	NOUN
ejif-3845	214	22	sharia	sharia	PROPN
ejif-3845	214	23	compliant	compliant	PROPN
ejif-3845	214	24	,	,	PUNCT
ejif-3845	214	25	”	"	PUNCT
ejif-3845	214	26	eur	eur	PROPN
ejif-3845	214	27	.	.	PUNCT
ejif-3845	215	1	j.	j.	PROPN
ejif-3845	215	2	islam	islam	PROPN
ejif-3845	215	3	.	.	PUNCT
ejif-3845	216	1	finance	finance	PROPN
ejif-3845	216	2	,	,	PUNCT
ejif-3845	216	3	vol	vol	NOUN
ejif-3845	216	4	.	.	PROPN
ejif-3845	216	5	0	0	NUM
ejif-3845	216	6	,	,	PUNCT
ejif-3845	216	7	no	no	INTJ
ejif-3845	216	8	.	.	NOUN
ejif-3845	216	9	12	12	NUM
ejif-3845	216	10	,	,	PUNCT
ejif-3845	216	11	apr	apr	NOUN
ejif-3845	216	12	.	.	PROPN
ejif-3845	216	13	2019	2019	NUM
ejif-3845	216	14	,	,	PUNCT
ejif-3845	216	15	doi	doi	NOUN
ejif-3845	216	16	:	:	PUNCT
ejif-3845	216	17	10.13135/2421	10.13135/2421	NUM
ejif-3845	216	18	-	-	SYM
ejif-3845	216	19	2172/3260	2172/3260	NUM
ejif-3845	216	20	.	.	PUNCT
ejif-3845	217	1	[	[	X
ejif-3845	217	2	5	5	X
ejif-3845	217	3	]	]	PUNCT
ejif-3845	217	4	p.	p.	NOUN
ejif-3845	217	5	p.	p.	NOUN
ejif-3845	217	6	biancone	biancone	NOUN
ejif-3845	217	7	and	and	CCONJ
ejif-3845	217	8	s.	s.	PROPN
ejif-3845	217	9	secinaro	secinaro	PROPN
ejif-3845	217	10	,	,	PUNCT
ejif-3845	217	11	“	"	PUNCT
ejif-3845	217	12	the	the	DET
ejif-3845	217	13	equity	equity	PROPN
ejif-3845	217	14	crowdfunding	crowdfunding	PROPN
ejif-3845	217	15	italy	italy	PROPN
ejif-3845	217	16	:	:	PUNCT
ejif-3845	217	17	a	a	DET
ejif-3845	217	18	model	model	NOUN
ejif-3845	217	19	sharia	sharia	PROPN
ejif-3845	217	20	compliant	compliant	PROPN
ejif-3845	217	21	,	,	PUNCT
ejif-3845	217	22	”	"	PUNCT
ejif-3845	217	23	eur	eur	PROPN
ejif-3845	217	24	.	.	PUNCT
ejif-3845	218	1	j.	j.	PROPN
ejif-3845	218	2	islam	islam	PROPN
ejif-3845	218	3	.	.	PUNCT
ejif-3845	219	1	finance	finance	PROPN
ejif-3845	219	2	,	,	PUNCT
ejif-3845	219	3	no	no	INTJ
ejif-3845	219	4	.	.	NOUN
ejif-3845	219	5	5	5	NUM
ejif-3845	219	6	,	,	PUNCT
ejif-3845	219	7	2016	2016	NUM
ejif-3845	219	8	.	.	PUNCT
ejif-3845	220	1	[	[	X
ejif-3845	220	2	6	6	NUM
ejif-3845	220	3	]	]	PUNCT
ejif-3845	220	4	e.	e.	PROPN
ejif-3845	220	5	d’avanzo	d’avanzo	PROPN
ejif-3845	220	6	and	and	CCONJ
ejif-3845	220	7	g.	g.	PROPN
ejif-3845	220	8	pilato	pilato	PROPN
ejif-3845	220	9	,	,	PUNCT
ejif-3845	220	10	“	"	PUNCT
ejif-3845	220	11	mining	mine	VERB
ejif-3845	220	12	social	social	ADJ
ejif-3845	220	13	network	network	NOUN
ejif-3845	220	14	users	user	NOUN
ejif-3845	220	15	opinions	opinion	NOUN
ejif-3845	220	16	’	'	PUNCT
ejif-3845	220	17	to	to	PART
ejif-3845	220	18	aid	aid	VERB
ejif-3845	220	19	buyers	buyer	NOUN
ejif-3845	220	20	’	’	PART
ejif-3845	220	21	shopping	shopping	NOUN
ejif-3845	220	22	decisions	decision	NOUN
ejif-3845	220	23	,	,	PUNCT
ejif-3845	220	24	”	"	PUNCT
ejif-3845	220	25	comput	comput	NOUN
ejif-3845	220	26	.	.	PUNCT
ejif-3845	221	1	hum	hum	ADJ
ejif-3845	221	2	.	.	PUNCT
ejif-3845	222	1	behav	behav	PROPN
ejif-3845	222	2	.	.	PUNCT
ejif-3845	222	3	,	,	PUNCT
ejif-3845	222	4	2015	2015	NUM
ejif-3845	222	5	,	,	PUNCT
ejif-3845	222	6	doi	doi	NOUN
ejif-3845	222	7	:	:	PUNCT
ejif-3845	222	8	10.1016	10.1016	NUM
ejif-3845	222	9	/	/	SYM
ejif-3845	222	10	j.chb.2014.11.081	j.chb.2014.11.081	PROPN
ejif-3845	222	11	.	.	PUNCT
ejif-3845	223	1	[	[	X
ejif-3845	223	2	7	7	X
ejif-3845	223	3	]	]	PUNCT
ejif-3845	223	4	j.	j.	PROPN
ejif-3845	223	5	j.	j.	PROPN
ejif-3845	223	6	h.	h.	PROPN
ejif-3845	223	7	zhu	zhu	PROPN
ejif-3845	223	8	,	,	PUNCT
ejif-3845	223	9	x.	x.	PROPN
ejif-3845	223	10	wang	wang	PROPN
ejif-3845	223	11	,	,	PUNCT
ejif-3845	223	12	j.	j.	PROPN
ejif-3845	223	13	qin	qin	PROPN
ejif-3845	223	14	,	,	PUNCT
ejif-3845	223	15	and	and	CCONJ
ejif-3845	223	16	l.	l.	PROPN
ejif-3845	223	17	wu	wu	PROPN
ejif-3845	223	18	,	,	PUNCT
ejif-3845	223	19	“	"	PUNCT
ejif-3845	223	20	assessing	assess	VERB
ejif-3845	223	21	public	public	ADJ
ejif-3845	223	22	opinion	opinion	NOUN
ejif-3845	223	23	trends	trend	NOUN
ejif-3845	223	24	based	base	VERB
ejif-3845	223	25	on	on	ADP
ejif-3845	223	26	user	user	NOUN
ejif-3845	223	27	search	search	NOUN
ejif-3845	223	28	queries	query	NOUN
ejif-3845	223	29	:	:	PUNCT
ejif-3845	223	30	validity	validity	NOUN
ejif-3845	223	31	,	,	PUNCT
ejif-3845	223	32	reliability	reliability	NOUN
ejif-3845	223	33	,	,	PUNCT
ejif-3845	223	34	and	and	CCONJ
ejif-3845	223	35	practicality	practicality	NOUN
ejif-3845	223	36	,	,	PUNCT
ejif-3845	223	37	”	"	PUNCT
ejif-3845	223	38	annu	annu	NOUN
ejif-3845	223	39	.	.	PUNCT
ejif-3845	223	40	conf	conf	PROPN
ejif-3845	223	41	.	.	PUNCT
ejif-3845	224	1	world	world	PROPN
ejif-3845	224	2	assoc	assoc	PROPN
ejif-3845	224	3	.	.	PUNCT
ejif-3845	225	1	public	public	ADJ
ejif-3845	225	2	opin	opin	NOUN
ejif-3845	225	3	.	.	PUNCT
ejif-3845	226	1	res	re	NOUN
ejif-3845	226	2	.	.	PUNCT
ejif-3845	227	1	hong	hong	PROPN
ejif-3845	227	2	kong	kong	PROPN
ejif-3845	227	3	june	june	PROPN
ejif-3845	227	4	14	14	NUM
ejif-3845	227	5	-	-	SYM
ejif-3845	227	6	16	16	NUM
ejif-3845	227	7	,	,	PUNCT
ejif-3845	227	8	2012	2012	NUM
ejif-3845	227	9	.	.	PUNCT
ejif-3845	228	1	[	[	X
ejif-3845	228	2	8	8	NUM
ejif-3845	228	3	]	]	PUNCT
ejif-3845	228	4	t.	t.	PROPN
ejif-3845	228	5	preis	preis	PROPN
ejif-3845	228	6	,	,	PUNCT
ejif-3845	228	7	h.	h.	PROPN
ejif-3845	228	8	s.	s.	PROPN
ejif-3845	228	9	moat	moat	PROPN
ejif-3845	228	10	,	,	PUNCT
ejif-3845	228	11	and	and	CCONJ
ejif-3845	228	12	h.	h.	PROPN
ejif-3845	228	13	eugene	eugene	PROPN
ejif-3845	228	14	stanley	stanley	PROPN
ejif-3845	228	15	,	,	PUNCT
ejif-3845	228	16	“	"	PUNCT
ejif-3845	228	17	quantifying	quantify	VERB
ejif-3845	228	18	trading	trading	NOUN
ejif-3845	228	19	behavior	behavior	NOUN
ejif-3845	228	20	in	in	ADP
ejif-3845	228	21	financial	financial	ADJ
ejif-3845	228	22	markets	market	NOUN
ejif-3845	228	23	using	use	VERB
ejif-3845	228	24	google	google	PROPN
ejif-3845	228	25	trends	trend	NOUN
ejif-3845	228	26	,	,	PUNCT
ejif-3845	228	27	”	"	PUNCT
ejif-3845	228	28	sci	sci	PROPN
ejif-3845	228	29	.	.	PROPN
ejif-3845	228	30	rep	rep	PROPN
ejif-3845	228	31	.	.	PROPN
ejif-3845	228	32	,	,	PUNCT
ejif-3845	228	33	2013	2013	NUM
ejif-3845	228	34	,	,	PUNCT
ejif-3845	228	35	doi	doi	NOUN
ejif-3845	228	36	:	:	PUNCT
ejif-3845	228	37	10.1038	10.1038	NUM
ejif-3845	228	38	/	/	SYM
ejif-3845	228	39	srep01684	srep01684	PROPN
ejif-3845	228	40	.	.	PUNCT
ejif-3845	229	1	[	[	X
ejif-3845	229	2	9	9	NUM
ejif-3845	229	3	]	]	PUNCT
ejif-3845	229	4	a.	a.	NOUN
ejif-3845	229	5	siganos	siganos	PROPN
ejif-3845	229	6	,	,	PUNCT
ejif-3845	229	7	e.	e.	PROPN
ejif-3845	229	8	vagenas	vagenas	PROPN
ejif-3845	229	9	-	-	PUNCT
ejif-3845	229	10	nanos	nano	NOUN
ejif-3845	229	11	,	,	PUNCT
ejif-3845	229	12	and	and	CCONJ
ejif-3845	229	13	p.	p.	NOUN
ejif-3845	229	14	verwijmeren	verwijmeren	NOUN
ejif-3845	229	15	,	,	PUNCT
ejif-3845	229	16	“	"	PUNCT
ejif-3845	229	17	divergence	divergence	NOUN
ejif-3845	229	18	of	of	ADP
ejif-3845	229	19	sentiment	sentiment	NOUN
ejif-3845	229	20	and	and	CCONJ
ejif-3845	229	21	stock	stock	NOUN
ejif-3845	229	22	market	market	NOUN
ejif-3845	229	23	trading	trading	NOUN
ejif-3845	229	24	,	,	PUNCT
ejif-3845	229	25	”	"	PUNCT
ejif-3845	229	26	j.	j.	PROPN
ejif-3845	229	27	bank	bank	PROPN
ejif-3845	229	28	.	.	PUNCT
ejif-3845	230	1	finance	finance	PROPN
ejif-3845	230	2	,	,	PUNCT
ejif-3845	230	3	2017	2017	NUM
ejif-3845	230	4	,	,	PUNCT
ejif-3845	230	5	doi	doi	NOUN
ejif-3845	230	6	:	:	PUNCT
ejif-3845	230	7	10.1016	10.1016	NUM
ejif-3845	230	8	/	/	SYM
ejif-3845	230	9	j.jbankfin.2017.02.005	j.jbankfin.2017.02.005	PROPN
ejif-3845	230	10	.	.	PUNCT
ejif-3845	231	1	[	[	X
ejif-3845	231	2	10	10	NUM
ejif-3845	231	3	]	]	PUNCT
ejif-3845	231	4	a.	a.	NOUN
ejif-3845	231	5	urquhart	urquhart	PROPN
ejif-3845	231	6	,	,	PUNCT
ejif-3845	231	7	“	"	PUNCT
ejif-3845	231	8	what	what	PRON
ejif-3845	231	9	causes	cause	VERB
ejif-3845	231	10	the	the	DET
ejif-3845	231	11	attention	attention	NOUN
ejif-3845	231	12	of	of	ADP
ejif-3845	231	13	bitcoin	bitcoin	NOUN
ejif-3845	231	14	?	?	PUNCT
ejif-3845	231	15	,	,	PUNCT
ejif-3845	231	16	”	"	PUNCT
ejif-3845	231	17	econ	econ	PROPN
ejif-3845	231	18	.	.	PUNCT
ejif-3845	232	1	lett	lett	PROPN
ejif-3845	232	2	.	.	PROPN
ejif-3845	232	3	,	,	PUNCT
ejif-3845	232	4	2018	2018	NUM
ejif-3845	232	5	,	,	PUNCT
ejif-3845	232	6	doi	doi	NOUN
ejif-3845	232	7	:	:	PUNCT
ejif-3845	232	8	10.1016	10.1016	NUM
ejif-3845	232	9	/	/	SYM
ejif-3845	232	10	j.econlet.2018.02.017	j.econlet.2018.02.017	PROPN
ejif-3845	232	11	.	.	PUNCT
ejif-3845	233	1	[	[	X
ejif-3845	233	2	11	11	NUM
ejif-3845	233	3	]	]	X
ejif-3845	233	4	d.	d.	PROPN
ejif-3845	233	5	philippas	philippas	PROPN
ejif-3845	233	6	,	,	PUNCT
ejif-3845	233	7	h.	h.	PROPN
ejif-3845	233	8	rjiba	rjiba	PROPN
ejif-3845	233	9	,	,	PUNCT
ejif-3845	233	10	k.	k.	PROPN
ejif-3845	233	11	guesmi	guesmi	PROPN
ejif-3845	233	12	,	,	PUNCT
ejif-3845	233	13	and	and	CCONJ
ejif-3845	233	14	s.	s.	PROPN
ejif-3845	233	15	goutte	goutte	PROPN
ejif-3845	233	16	,	,	PUNCT
ejif-3845	233	17	“	"	PUNCT
ejif-3845	233	18	media	media	NOUN
ejif-3845	233	19	attention	attention	NOUN
ejif-3845	233	20	and	and	CCONJ
ejif-3845	233	21	bitcoin	bitcoin	NOUN
ejif-3845	233	22	prices	price	NOUN
ejif-3845	233	23	,	,	PUNCT
ejif-3845	233	24	”	"	PUNCT
ejif-3845	233	25	finance	finance	NOUN
ejif-3845	233	26	res	re	NOUN
ejif-3845	233	27	.	.	PUNCT
ejif-3845	234	1	lett	lett	PROPN
ejif-3845	234	2	.	.	PROPN
ejif-3845	234	3	,	,	PUNCT
ejif-3845	234	4	2019	2019	NUM
ejif-3845	234	5	,	,	PUNCT
ejif-3845	234	6	doi	doi	NOUN
ejif-3845	234	7	:	:	PUNCT
ejif-3845	234	8	10.1016	10.1016	NUM
ejif-3845	234	9	/	/	SYM
ejif-3845	234	10	j.frl.2019.03.031	j.frl.2019.03.031	PROPN
ejif-3845	234	11	.	.	PUNCT
ejif-3845	235	1	[	[	X
ejif-3845	235	2	12	12	NUM
ejif-3845	235	3	]	]	X
ejif-3845	235	4	c.	c.	PROPN
ejif-3845	235	5	yang	yang	PROPN
ejif-3845	235	6	and	and	CCONJ
ejif-3845	235	7	j.	j.	PROPN
ejif-3845	235	8	li	li	PROPN
ejif-3845	235	9	,	,	PUNCT
ejif-3845	235	10	“	"	PUNCT
ejif-3845	235	11	investor	investor	NOUN
ejif-3845	235	12	sentiment	sentiment	NOUN
ejif-3845	235	13	,	,	PUNCT
ejif-3845	235	14	information	information	NOUN
ejif-3845	235	15	and	and	CCONJ
ejif-3845	235	16	asset	asset	NOUN
ejif-3845	235	17	pricing	pricing	NOUN
ejif-3845	235	18	model	model	NOUN
ejif-3845	235	19	,	,	PUNCT
ejif-3845	235	20	”	"	PUNCT
ejif-3845	235	21	econ	econ	PROPN
ejif-3845	235	22	.	.	PUNCT
ejif-3845	235	23	model	model	PROPN
ejif-3845	235	24	.	.	PROPN
ejif-3845	235	25	,	,	PUNCT
ejif-3845	235	26	2013	2013	NUM
ejif-3845	235	27	,	,	PUNCT
ejif-3845	235	28	doi	doi	NOUN
ejif-3845	235	29	:	:	PUNCT
ejif-3845	235	30	10.1016	10.1016	NUM
ejif-3845	235	31	/	/	SYM
ejif-3845	235	32	j.econmod.2013.07.015	j.econmod.2013.07.015	PROPN
ejif-3845	235	33	.	.	PUNCT
ejif-3845	236	1	[	[	X
ejif-3845	236	2	13	13	NUM
ejif-3845	236	3	]	]	PUNCT
ejif-3845	236	4	z.	z.	PROPN
ejif-3845	236	5	da	da	PROPN
ejif-3845	236	6	,	,	PUNCT
ejif-3845	236	7	j.	j.	PROPN
ejif-3845	236	8	engelberg	engelberg	PROPN
ejif-3845	236	9	,	,	PUNCT
ejif-3845	236	10	and	and	CCONJ
ejif-3845	236	11	p.	p.	PROPN
ejif-3845	236	12	gao	gao	PROPN
ejif-3845	236	13	,	,	PUNCT
ejif-3845	236	14	“	"	PUNCT
ejif-3845	236	15	the	the	DET
ejif-3845	236	16	sum	sum	NOUN
ejif-3845	236	17	of	of	ADP
ejif-3845	236	18	all	all	DET
ejif-3845	236	19	fears	fear	NOUN
ejif-3845	236	20	:	:	PUNCT
ejif-3845	236	21	investor	investor	NOUN
ejif-3845	236	22	sentiment	sentiment	NOUN
ejif-3845	236	23	,	,	PUNCT
ejif-3845	236	24	noise	noise	NOUN
ejif-3845	236	25	trading	trading	NOUN
ejif-3845	236	26	and	and	CCONJ
ejif-3845	236	27	aggregate	aggregate	ADJ
ejif-3845	236	28	volatility	volatility	NOUN
ejif-3845	236	29	,	,	PUNCT
ejif-3845	236	30	”	"	PUNCT
ejif-3845	236	31	work	work	NOUN
ejif-3845	236	32	.	.	PUNCT
ejif-3845	237	1	pap	pap	NOUN
ejif-3845	237	2	.	.	PUNCT
ejif-3845	238	1	univ	univ	PROPN
ejif-3845	238	2	.	.	PUNCT
ejif-3845	239	1	notre	notre	PROPN
ejif-3845	239	2	-	-	PUNCT
ejif-3845	239	3	dame	dame	PROPN
ejif-3845	239	4	univ	univ	PROPN
ejif-3845	239	5	.	.	PUNCT
ejif-3845	240	1	northcarol	northcarol	PROPN
ejif-3845	240	2	.	.	PUNCT
ejif-3845	240	3	,	,	PUNCT
ejif-3845	240	4	2010	2010	NUM
ejif-3845	240	5	.	.	PUNCT
ejif-3845	241	1	[	[	X
ejif-3845	241	2	14	14	NUM
ejif-3845	241	3	]	]	PUNCT
ejif-3845	241	4	m.	m.	NOUN
ejif-3845	241	5	dzielinski	dzielinski	PROPN
ejif-3845	241	6	,	,	PUNCT
ejif-3845	241	7	“	"	PUNCT
ejif-3845	241	8	measuring	measure	VERB
ejif-3845	241	9	economic	economic	ADJ
ejif-3845	241	10	uncertainty	uncertainty	NOUN
ejif-3845	241	11	and	and	CCONJ
ejif-3845	241	12	its	its	PRON
ejif-3845	241	13	impact	impact	NOUN
ejif-3845	241	14	on	on	ADP
ejif-3845	241	15	the	the	DET
ejif-3845	241	16	stock	stock	NOUN
ejif-3845	241	17	market	market	NOUN
ejif-3845	241	18	,	,	PUNCT
ejif-3845	241	19	”	"	PUNCT
ejif-3845	241	20	finance	finance	NOUN
ejif-3845	241	21	res	re	NOUN
ejif-3845	241	22	.	.	PUNCT
ejif-3845	242	1	lett	lett	PROPN
ejif-3845	242	2	.	.	PROPN
ejif-3845	242	3	,	,	PUNCT
ejif-3845	242	4	2012	2012	NUM
ejif-3845	242	5	,	,	PUNCT
ejif-3845	242	6	doi	doi	NOUN
ejif-3845	242	7	:	:	PUNCT
ejif-3845	242	8	10.1016	10.1016	NUM
ejif-3845	242	9	/	/	SYM
ejif-3845	242	10	j.frl.2011.10.003	j.frl.2011.10.003	PROPN
ejif-3845	242	11	.	.	PUNCT
ejif-3845	243	1	[	[	X
ejif-3845	243	2	15	15	NUM
ejif-3845	243	3	]	]	X
ejif-3845	243	4	l.	l.	PROPN
ejif-3845	243	5	x.	x.	PROPN
ejif-3845	243	6	qiu	qiu	PROPN
ejif-3845	243	7	and	and	CCONJ
ejif-3845	243	8	i.	i.	PROPN
ejif-3845	243	9	welch	welch	PROPN
ejif-3845	243	10	,	,	PUNCT
ejif-3845	243	11	“	"	PUNCT
ejif-3845	243	12	investor	investor	NOUN
ejif-3845	243	13	sentiment	sentiment	NOUN
ejif-3845	243	14	measures	measure	NOUN
ejif-3845	243	15	,	,	PUNCT
ejif-3845	243	16	”	"	PUNCT
ejif-3845	243	17	2004	2004	NUM
ejif-3845	243	18	.	.	PUNCT
ejif-3845	244	1	[	[	X
ejif-3845	244	2	16	16	NUM
ejif-3845	244	3	]	]	X
ejif-3845	244	4	p.	p.	NOUN
ejif-3845	244	5	m.	m.	NOUN
ejif-3845	244	6	podsakoff	podsakoff	PROPN
ejif-3845	244	7	,	,	PUNCT
ejif-3845	244	8	s.	s.	PROPN
ejif-3845	244	9	b.	b.	PROPN
ejif-3845	244	10	mackenzie	mackenzie	PROPN
ejif-3845	244	11	,	,	PUNCT
ejif-3845	244	12	j.-y	j.-y	PROPN
ejif-3845	244	13	.	.	PUNCT
ejif-3845	244	14	lee	lee	PROPN
ejif-3845	244	15	,	,	PUNCT
ejif-3845	244	16	and	and	CCONJ
ejif-3845	244	17	n.	n.	PROPN
ejif-3845	244	18	p.	p.	PROPN
ejif-3845	244	19	podsakoff	podsakoff	NOUN
ejif-3845	244	20	,	,	PUNCT
ejif-3845	244	21	“	"	PUNCT
ejif-3845	244	22	common	common	ADJ
ejif-3845	244	23	method	method	NOUN
ejif-3845	244	24	biases	bias	NOUN
ejif-3845	244	25	in	in	ADP
ejif-3845	244	26	behavioral	behavioral	ADJ
ejif-3845	244	27	research	research	NOUN
ejif-3845	244	28	:	:	PUNCT
ejif-3845	244	29	a	a	DET
ejif-3845	244	30	critical	critical	ADJ
ejif-3845	244	31	review	review	NOUN
ejif-3845	244	32	of	of	ADP
ejif-3845	244	33	the	the	DET
ejif-3845	244	34	literature	literature	NOUN
ejif-3845	244	35	and	and	CCONJ
ejif-3845	244	36	recommended	recommend	VERB
ejif-3845	244	37	remedies	remedy	NOUN
ejif-3845	244	38	.	.	PUNCT
ejif-3845	244	39	,	,	PUNCT
ejif-3845	244	40	”	"	PUNCT
ejif-3845	244	41	j.	j.	PROPN
ejif-3845	244	42	appl	appl	PROPN
ejif-3845	244	43	.	.	PUNCT
ejif-3845	245	1	psychol	psychol	PROPN
ejif-3845	245	2	.	.	PROPN
ejif-3845	245	3	,	,	PUNCT
ejif-3845	245	4	2003	2003	NUM
ejif-3845	245	5	,	,	PUNCT
ejif-3845	245	6	doi	doi	NOUN
ejif-3845	245	7	:	:	PUNCT
ejif-3845	245	8	10.1037/00219010.88.5.879	10.1037/00219010.88.5.879	NUM
ejif-3845	245	9	.	.	PUNCT
ejif-3845	246	1	[	[	X
ejif-3845	246	2	17	17	NUM
ejif-3845	246	3	]	]	X
ejif-3845	246	4	s.	s.	PROPN
ejif-3845	246	5	kiritchenko	kiritchenko	PROPN
ejif-3845	246	6	,	,	PUNCT
ejif-3845	246	7	x.	x.	PROPN
ejif-3845	246	8	zhu	zhu	PROPN
ejif-3845	246	9	,	,	PUNCT
ejif-3845	246	10	and	and	CCONJ
ejif-3845	246	11	s.	s.	PROPN
ejif-3845	246	12	m.	m.	PROPN
ejif-3845	246	13	mohammad	mohammad	PROPN
ejif-3845	246	14	,	,	PUNCT
ejif-3845	246	15	“	"	PUNCT
ejif-3845	246	16	sentiment	sentiment	NOUN
ejif-3845	246	17	analysis	analysis	NOUN
ejif-3845	246	18	of	of	ADP
ejif-3845	246	19	short	short	ADJ
ejif-3845	246	20	informal	informal	ADJ
ejif-3845	246	21	texts	text	NOUN
ejif-3845	246	22	,	,	PUNCT
ejif-3845	246	23	”	"	PUNCT
ejif-3845	246	24	j.	j.	PROPN
ejif-3845	246	25	artif	artif	PROPN
ejif-3845	246	26	.	.	PUNCT
ejif-3845	247	1	intell	intell	PROPN
ejif-3845	247	2	.	.	PUNCT
ejif-3845	248	1	res	re	NOUN
ejif-3845	248	2	.	.	PROPN
ejif-3845	248	3	,	,	PUNCT
ejif-3845	248	4	2014	2014	NUM
ejif-3845	248	5	.	.	PUNCT
ejif-3845	249	1	[	[	X
ejif-3845	249	2	18	18	NUM
ejif-3845	249	3	]	]	X
ejif-3845	249	4	h.	h.	PROPN
ejif-3845	249	5	j.	j.	PROPN
ejif-3845	249	6	do	do	VERB
ejif-3845	249	7	,	,	PUNCT
ejif-3845	249	8	c.	c.	PROPN
ejif-3845	249	9	g.	g.	PROPN
ejif-3845	249	10	lim	lim	PROPN
ejif-3845	249	11	,	,	PUNCT
ejif-3845	249	12	y.	y.	PROPN
ejif-3845	249	13	j.	j.	PROPN
ejif-3845	249	14	kim	kim	PROPN
ejif-3845	249	15	,	,	PUNCT
ejif-3845	249	16	and	and	CCONJ
ejif-3845	249	17	h.	h.	PROPN
ejif-3845	249	18	j.	j.	PROPN
ejif-3845	249	19	choi	choi	PROPN
ejif-3845	249	20	,	,	PUNCT
ejif-3845	249	21	“	"	PUNCT
ejif-3845	249	22	analyzing	analyze	VERB
ejif-3845	249	23	emotions	emotion	NOUN
ejif-3845	249	24	in	in	ADP
ejif-3845	249	25	twitter	twitter	NOUN
ejif-3845	249	26	during	during	ADP
ejif-3845	249	27	a	a	DET
ejif-3845	249	28	crisis	crisis	NOUN
ejif-3845	249	29	:	:	PUNCT
ejif-3845	249	30	a	a	DET
ejif-3845	249	31	case	case	NOUN
ejif-3845	249	32	study	study	NOUN
ejif-3845	249	33	of	of	ADP
ejif-3845	249	34	the	the	DET
ejif-3845	249	35	2015	2015	NUM
ejif-3845	249	36	middle	middle	PROPN
ejif-3845	249	37	east	east	PROPN
ejif-3845	249	38	respiratory	respiratory	ADJ
ejif-3845	249	39	syndrome	syndrome	NOUN
ejif-3845	249	40	outbreak	outbreak	NOUN
ejif-3845	249	41	in	in	ADP
ejif-3845	249	42	korea	korea	PROPN
ejif-3845	249	43	,	,	PUNCT
ejif-3845	249	44	”	"	PUNCT
ejif-3845	249	45	in	in	ADP
ejif-3845	249	46	2016	2016	NUM
ejif-3845	249	47	international	international	ADJ
ejif-3845	249	48	conference	conference	NOUN
ejif-3845	249	49	on	on	ADP
ejif-3845	249	50	big	big	ADJ
ejif-3845	249	51	data	datum	NOUN
ejif-3845	249	52	and	and	CCONJ
ejif-3845	249	53	smart	smart	ADJ
ejif-3845	249	54	computing	computing	NOUN
ejif-3845	249	55	,	,	PUNCT
ejif-3845	249	56	bigcomp	bigcomp	PROPN
ejif-3845	249	57	2016	2016	NUM
ejif-3845	249	58	,	,	PUNCT
ejif-3845	249	59	2016	2016	NUM
ejif-3845	249	60	,	,	PUNCT
ejif-3845	249	61	doi	doi	NOUN
ejif-3845	249	62	:	:	PUNCT
ejif-3845	249	63	10.1109	10.1109	NUM
ejif-3845	249	64	/	/	SYM
ejif-3845	249	65	bigcomp.2016.7425960	bigcomp.2016.7425960	NOUN
ejif-3845	249	66	.	.	PUNCT
ejif-3845	250	1	[	[	X
ejif-3845	250	2	19	19	NUM
ejif-3845	250	3	]	]	PUNCT
ejif-3845	250	4	p.	p.	NOUN
ejif-3845	250	5	sangiorgi	sangiorgi	PROPN
ejif-3845	250	6	,	,	PUNCT
ejif-3845	250	7	a.	a.	NOUN
ejif-3845	250	8	augello	augello	PROPN
ejif-3845	250	9	,	,	PUNCT
ejif-3845	250	10	and	and	CCONJ
ejif-3845	250	11	g.	g.	PROPN
ejif-3845	250	12	pilato	pilato	PROPN
ejif-3845	250	13	,	,	PUNCT
ejif-3845	250	14	“	"	PUNCT
ejif-3845	250	15	an	an	DET
ejif-3845	250	16	unsupervised	unsupervised	ADJ
ejif-3845	250	17	data	data	NOUN
ejif-3845	250	18	-	-	PUNCT
ejif-3845	250	19	driven	drive	VERB
ejif-3845	250	20	cross	cross	ADJ
ejif-3845	250	21	-	-	ADJ
ejif-3845	250	22	lingual	lingual	ADJ
ejif-3845	250	23	method	method	NOUN
ejif-3845	250	24	for	for	ADP
ejif-3845	250	25	building	build	VERB
ejif-3845	250	26	high	high	ADJ
ejif-3845	250	27	precision	precision	NOUN
ejif-3845	250	28	sentiment	sentiment	NOUN
ejif-3845	250	29	lexicons	lexicon	NOUN
ejif-3845	250	30	,	,	PUNCT
ejif-3845	250	31	”	"	PUNCT
ejif-3845	250	32	in	in	ADP
ejif-3845	250	33	proceedings	proceeding	NOUN
ejif-3845	250	34	2013	2013	NUM
ejif-3845	250	35	ieee	ieee	NOUN
ejif-3845	250	36	7th	7th	ADJ
ejif-3845	250	37	international	international	ADJ
ejif-3845	250	38	conference	conference	NOUN
ejif-3845	250	39	on	on	ADP
ejif-3845	250	40	semantic	semantic	ADJ
ejif-3845	250	41	computing	computing	NOUN
ejif-3845	250	42	,	,	PUNCT
ejif-3845	250	43	icsc	icsc	PROPN
ejif-3845	250	44	2013	2013	NUM
ejif-3845	250	45	,	,	PUNCT
ejif-3845	250	46	2013	2013	NUM
ejif-3845	250	47	,	,	PUNCT
ejif-3845	250	48	doi	doi	NOUN
ejif-3845	250	49	:	:	PUNCT
ejif-3845	250	50	10.1109	10.1109	NUM
ejif-3845	250	51	/	/	SYM
ejif-3845	250	52	icsc.2013.40	icsc.2013.40	NOUN
ejif-3845	250	53	.	.	PUNCT
ejif-3845	251	1	[	[	X
ejif-3845	251	2	20	20	NUM
ejif-3845	251	3	]	]	X
ejif-3845	251	4	d.	d.	PROPN
ejif-3845	251	5	terrana	terrana	PROPN
ejif-3845	251	6	,	,	PUNCT
ejif-3845	251	7	a.	a.	NOUN
ejif-3845	251	8	augello	augello	PROPN
ejif-3845	251	9	,	,	PUNCT
ejif-3845	251	10	and	and	CCONJ
ejif-3845	251	11	g.	g.	PROPN
ejif-3845	251	12	pilato	pilato	PROPN
ejif-3845	251	13	,	,	PUNCT
ejif-3845	251	14	“	"	PUNCT
ejif-3845	251	15	automatic	automatic	ADJ
ejif-3845	251	16	unsupervised	unsupervised	ADJ
ejif-3845	251	17	polarity	polarity	NOUN
ejif-3845	251	18	detection	detection	NOUN
ejif-3845	251	19	on	on	ADP
ejif-3845	251	20	a	a	DET
ejif-3845	251	21	twitter	twitter	NOUN
ejif-3845	251	22	data	data	NOUN
ejif-3845	251	23	stream	stream	NOUN
ejif-3845	251	24	,	,	PUNCT
ejif-3845	251	25	”	"	PUNCT
ejif-3845	251	26	in	in	ADP
ejif-3845	251	27	proceedings	proceeding	NOUN
ejif-3845	251	28	2014	2014	NUM
ejif-3845	251	29	ieee	ieee	PROPN
ejif-3845	251	30	international	international	ADJ
ejif-3845	251	31	conference	conference	NOUN
ejif-3845	251	32	on	on	ADP
ejif-3845	251	33	semantic	semantic	ADJ
ejif-3845	251	34	computing	computing	NOUN
ejif-3845	251	35	,	,	PUNCT
ejif-3845	251	36	icsc	icsc	PROPN
ejif-3845	251	37	2014	2014	NUM
ejif-3845	251	38	,	,	PUNCT
ejif-3845	251	39	2014	2014	NUM
ejif-3845	251	40	,	,	PUNCT
ejif-3845	251	41	doi	doi	NOUN
ejif-3845	251	42	:	:	PUNCT
ejif-3845	251	43	10.1109	10.1109	NUM
ejif-3845	251	44	/	/	SYM
ejif-3845	251	45	icsc.2014.17	icsc.2014.17	NOUN
ejif-3845	251	46	.	.	PUNCT
ejif-3845	252	1	[	[	X
ejif-3845	252	2	21	21	NUM
ejif-3845	252	3	]	]	X
ejif-3845	252	4	c.	c.	PROPN
ejif-3845	252	5	strapparava	strapparava	PROPN
ejif-3845	252	6	,	,	PUNCT
ejif-3845	252	7	c.	c.	PROPN
ejif-3845	252	8	strapparava	strapparava	PROPN
ejif-3845	252	9	,	,	PUNCT
ejif-3845	252	10	a.	a.	NOUN
ejif-3845	252	11	valitutti	valitutti	PROPN
ejif-3845	252	12	,	,	PUNCT
ejif-3845	252	13	a.	a.	NOUN
ejif-3845	252	14	valitutti	valitutti	PROPN
ejif-3845	252	15	,	,	PUNCT
ejif-3845	252	16	o.	o.	NOUN
ejif-3845	252	17	stock	stock	NOUN
ejif-3845	252	18	,	,	PUNCT
ejif-3845	252	19	and	and	CCONJ
ejif-3845	252	20	o.	o.	NOUN
ejif-3845	252	21	stock	stock	NOUN
ejif-3845	252	22	,	,	PUNCT
ejif-3845	252	23	“	"	PUNCT
ejif-3845	252	24	the	the	DET
ejif-3845	252	25	affective	affective	ADJ
ejif-3845	252	26	weight	weight	NOUN
ejif-3845	252	27	of	of	ADP
ejif-3845	252	28	lexicon	lexicon	NOUN
ejif-3845	252	29	,	,	PUNCT
ejif-3845	252	30	”	"	PUNCT
ejif-3845	252	31	proc	proc	NOUN
ejif-3845	252	32	.	.	PUNCT
ejif-3845	253	1	fifth	fifth	ADJ
ejif-3845	253	2	int	int	NOUN
ejif-3845	253	3	.	.	PUNCT
ejif-3845	253	4	conf	conf	PROPN
ejif-3845	253	5	.	.	PUNCT
ejif-3845	254	1	lang	lang	PROPN
ejif-3845	254	2	.	.	PUNCT
ejif-3845	255	1	resour	resour	PROPN
ejif-3845	255	2	.	.	PUNCT
ejif-3845	256	1	eval	eval	PROPN
ejif-3845	256	2	.	.	PUNCT
ejif-3845	256	3	,	,	PUNCT
ejif-3845	256	4	2006	2006	NUM
ejif-3845	256	5	,	,	PUNCT
ejif-3845	256	6	doi	doi	NOUN
ejif-3845	256	7	:	:	PUNCT
ejif-3845	256	8	10.1080/08839510590887450	10.1080/08839510590887450	NUM
ejif-3845	256	9	.	.	PUNCT
ejif-3845	257	1	[	[	X
ejif-3845	257	2	22	22	NUM
ejif-3845	257	3	]	]	PUNCT
ejif-3845	257	4	t.	t.	PROPN
ejif-3845	257	5	wilson	wilson	PROPN
ejif-3845	257	6	,	,	PUNCT
ejif-3845	257	7	j.	j.	PROPN
ejif-3845	257	8	wiebe	wiebe	PROPN
ejif-3845	257	9	,	,	PUNCT
ejif-3845	257	10	and	and	CCONJ
ejif-3845	257	11	p.	p.	PROPN
ejif-3845	257	12	hoffmann	hoffmann	PROPN
ejif-3845	257	13	,	,	PUNCT
ejif-3845	257	14	“	"	PUNCT
ejif-3845	257	15	recognizing	recognize	VERB
ejif-3845	257	16	contextual	contextual	ADJ
ejif-3845	257	17	polarity	polarity	NOUN
ejif-3845	257	18	:	:	PUNCT
ejif-3845	257	19	an	an	DET
ejif-3845	257	20	exploration	exploration	NOUN
ejif-3845	257	21	of	of	ADP
ejif-3845	257	22	features	feature	NOUN
ejif-3845	257	23	for	for	ADP
ejif-3845	257	24	phraselevel	phraselevel	NOUN
ejif-3845	257	25	sentiment	sentiment	NOUN
ejif-3845	257	26	analysis	analysis	NOUN
ejif-3845	257	27	,	,	PUNCT
ejif-3845	257	28	”	"	PUNCT
ejif-3845	257	29	comput	comput	NOUN
ejif-3845	257	30	.	.	PUNCT
ejif-3845	258	1	linguist	linguist	NOUN
ejif-3845	258	2	.	.	PUNCT
ejif-3845	258	3	,	,	PUNCT
ejif-3845	258	4	2009	2009	NUM
ejif-3845	258	5	,	,	PUNCT
ejif-3845	258	6	doi	doi	NOUN
ejif-3845	258	7	:	:	PUNCT
ejif-3845	258	8	10.1162	10.1162	NUM
ejif-3845	258	9	/	/	SYM
ejif-3845	258	10	coli.08	coli.08	NOUN
ejif-3845	258	11	-	-	PUNCT
ejif-3845	258	12	012	012	NUM
ejif-3845	258	13	-	-	PUNCT
ejif-3845	258	14	r1	r1	VERB
ejif-3845	258	15	-	-	PUNCT
ejif-3845	258	16	06	06	NUM
ejif-3845	258	17	-	-	SYM
ejif-3845	258	18	90	90	NUM
ejif-3845	258	19	.	.	PUNCT
ejif-3845	259	1	ejif	ejif	PROPN
ejif-3845	259	2	–	–	PUNCT
ejif-3845	259	3	european	european	PROPN
ejif-3845	259	4	journal	journal	PROPN
ejif-3845	259	5	of	of	ADP
ejif-3845	259	6	islamic	islamic	PROPN
ejif-3845	259	7	finance	finance	PROPN
ejif-3845	259	8	second	second	ADJ
ejif-3845	259	9	special	special	ADJ
ejif-3845	259	10	issue	issue	NOUN
ejif-3845	259	11	for	for	ADP
ejif-3845	259	12	ejif	ejif	PROPN
ejif-3845	259	13	workshop	workshop	PROPN
ejif-3845	259	14	http://www.ojs.unito.it/index.php/ejif	http://www.ojs.unito.it/index.php/ejif	PROPN
ejif-3845	259	15	issn	issn	PROPN
ejif-3845	259	16	2421	2421	NUM
ejif-3845	259	17	-	-	SYM
ejif-3845	259	18	2172	2172	NUM
ejif-3845	259	19	9	9	NUM