id	sid	tid	token	lemma	pos
cana-2649	1	1	communications	communication	NOUN
cana-2649	1	2	on	on	ADP
cana-2649	1	3	applied	apply	VERB
cana-2649	1	4	nonlinear	nonlinear	ADJ
cana-2649	1	5	analysis	analysis	NOUN
cana-2649	1	6	issn	issn	NOUN
cana-2649	1	7	:	:	PUNCT
cana-2649	1	8	1074	1074	NUM
cana-2649	1	9	-	-	PUNCT
cana-2649	1	10	133x	133x	NUM
cana-2649	1	11	vol	vol	NOUN
cana-2649	1	12	32	32	NUM
cana-2649	1	13	no	no	NOUN
cana-2649	1	14	.	.	PUNCT
cana-2649	2	1	3s	3s	NUM
cana-2649	2	2	(	(	PUNCT
cana-2649	2	3	2025	2025	NUM
cana-2649	2	4	)	)	PUNCT
cana-2649	2	5	362	362	NUM
cana-2649	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	2	7	nonlinear	nonlinear	ADJ
cana-2649	2	8	pestle	pestle	NOUN
cana-2649	2	9	framework	framework	NOUN
cana-2649	2	10	-	-	PUNCT
cana-2649	2	11	based	base	VERB
cana-2649	2	12	sentiment	sentiment	NOUN
cana-2649	2	13	analysis	analysis	NOUN
cana-2649	2	14	using	use	VERB
cana-2649	2	15	machine	machine	NOUN
cana-2649	2	16	learning	learning	NOUN
cana-2649	2	17	for	for	ADP
cana-2649	2	18	root	root	NOUN
cana-2649	2	19	cause	cause	NOUN
cana-2649	2	20	identification	identification	NOUN
cana-2649	2	21	sudarshan	sudarshan	PROPN
cana-2649	2	22	s.	s.	PROPN
cana-2649	2	23	sonawane	sonawane	PROPN
cana-2649	2	24	department	department	PROPN
cana-2649	2	25	of	of	ADP
cana-2649	2	26	computer	computer	NOUN
cana-2649	2	27	engineering	engineering	PROPN
cana-2649	2	28	,	,	PUNCT
cana-2649	2	29	r.	r.	PROPN
cana-2649	2	30	c.	c.	PROPN
cana-2649	2	31	patel	patel	PROPN
cana-2649	2	32	institute	institute	PROPN
cana-2649	2	33	of	of	ADP
cana-2649	2	34	technology	technology	PROPN
cana-2649	2	35	,	,	PUNCT
cana-2649	2	36	shirpur	shirpur	PROPN
cana-2649	2	37	,	,	PUNCT
cana-2649	2	38	india	india	PROPN
cana-2649	2	39	sudars2000@gmail.com	sudars2000@gmail.com	PROPN
cana-2649	2	40	article	article	PROPN
cana-2649	2	41	history	history	NOUN
cana-2649	2	42	:	:	PUNCT
cana-2649	2	43	received	receive	VERB
cana-2649	2	44	:	:	PUNCT
cana-2649	2	45	23	23	NUM
cana-2649	2	46	-	-	SYM
cana-2649	2	47	09	09	NUM
cana-2649	2	48	-	-	PUNCT
cana-2649	2	49	2024	2024	NUM
cana-2649	2	50	revised	revise	VERB
cana-2649	2	51	:	:	PUNCT
cana-2649	2	52	02	02	NUM
cana-2649	2	53	-	-	SYM
cana-2649	2	54	11	11	NUM
cana-2649	2	55	-	-	PUNCT
cana-2649	2	56	2024	2024	NUM
cana-2649	2	57	accepted	accept	VERB
cana-2649	2	58	:	:	PUNCT
cana-2649	2	59	19	19	NUM
cana-2649	2	60	-	-	SYM
cana-2649	2	61	11	11	NUM
cana-2649	2	62	-	-	PUNCT
cana-2649	2	63	2024	2024	NUM
cana-2649	2	64	abstract	abstract	NOUN
cana-2649	2	65	:	:	PUNCT
cana-2649	2	66	sentiment	sentiment	NOUN
cana-2649	2	67	analysis	analysis	NOUN
cana-2649	2	68	has	have	AUX
cana-2649	2	69	gained	gain	VERB
cana-2649	2	70	significance	significance	NOUN
cana-2649	2	71	in	in	ADP
cana-2649	2	72	understanding	understand	VERB
cana-2649	2	73	the	the	DET
cana-2649	2	74	intricate	intricate	ADJ
cana-2649	2	75	dynamics	dynamic	NOUN
cana-2649	2	76	of	of	ADP
cana-2649	2	77	public	public	ADJ
cana-2649	2	78	sentiment	sentiment	NOUN
cana-2649	2	79	in	in	ADP
cana-2649	2	80	contemporary	contemporary	ADJ
cana-2649	2	81	social	social	ADJ
cana-2649	2	82	media	medium	NOUN
cana-2649	2	83	and	and	CCONJ
cana-2649	2	84	news	news	NOUN
cana-2649	2	85	communication	communication	NOUN
cana-2649	2	86	.	.	PUNCT
cana-2649	3	1	this	this	DET
cana-2649	3	2	research	research	NOUN
cana-2649	3	3	proposes	propose	VERB
cana-2649	3	4	a	a	DET
cana-2649	3	5	nonlinear	nonlinear	ADJ
cana-2649	3	6	sentiment	sentiment	NOUN
cana-2649	3	7	analysis	analysis	NOUN
cana-2649	3	8	model	model	NOUN
cana-2649	3	9	that	that	PRON
cana-2649	3	10	integrates	integrate	VERB
cana-2649	3	11	the	the	DET
cana-2649	3	12	pestle	pestle	NOUN
cana-2649	3	13	framework	framework	NOUN
cana-2649	3	14	with	with	ADP
cana-2649	3	15	machine	machine	NOUN
cana-2649	3	16	learning	learn	VERB
cana-2649	3	17	techniques	technique	NOUN
cana-2649	3	18	to	to	PART
cana-2649	3	19	identify	identify	VERB
cana-2649	3	20	and	and	CCONJ
cana-2649	3	21	quantify	quantify	VERB
cana-2649	3	22	the	the	DET
cana-2649	3	23	influence	influence	NOUN
cana-2649	3	24	of	of	ADP
cana-2649	3	25	external	external	ADJ
cana-2649	3	26	factors	factor	NOUN
cana-2649	3	27	—	—	PUNCT
cana-2649	3	28	political	political	ADJ
cana-2649	3	29	,	,	PUNCT
cana-2649	3	30	economic	economic	ADJ
cana-2649	3	31	,	,	PUNCT
cana-2649	3	32	social	social	ADJ
cana-2649	3	33	,	,	PUNCT
cana-2649	3	34	technological	technological	ADJ
cana-2649	3	35	,	,	PUNCT
cana-2649	3	36	legal	legal	ADJ
cana-2649	3	37	,	,	PUNCT
cana-2649	3	38	and	and	CCONJ
cana-2649	3	39	environmental	environmental	ADJ
cana-2649	3	40	—	—	PUNCT
cana-2649	3	41	on	on	ADP
cana-2649	3	42	sentiment	sentiment	NOUN
cana-2649	3	43	patterns	pattern	NOUN
cana-2649	3	44	.	.	PUNCT
cana-2649	4	1	the	the	DET
cana-2649	4	2	model	model	NOUN
cana-2649	4	3	employs	employ	VERB
cana-2649	4	4	a	a	DET
cana-2649	4	5	support	support	NOUN
cana-2649	4	6	vector	vector	NOUN
cana-2649	4	7	machine	machine	NOUN
cana-2649	4	8	(	(	PUNCT
cana-2649	4	9	svm	svm	ADJ
cana-2649	4	10	)	)	PUNCT
cana-2649	4	11	classifier	classifier	NOUN
cana-2649	4	12	with	with	ADP
cana-2649	4	13	nonlinear	nonlinear	ADJ
cana-2649	4	14	kernel	kernel	NOUN
cana-2649	4	15	transformations	transformation	NOUN
cana-2649	4	16	to	to	PART
cana-2649	4	17	capture	capture	VERB
cana-2649	4	18	complex	complex	ADJ
cana-2649	4	19	relationships	relationship	NOUN
cana-2649	4	20	between	between	ADP
cana-2649	4	21	sentiment	sentiment	NOUN
cana-2649	4	22	triggers	trigger	NOUN
cana-2649	4	23	and	and	CCONJ
cana-2649	4	24	influencing	influence	VERB
cana-2649	4	25	factors	factor	NOUN
cana-2649	4	26	.	.	PUNCT
cana-2649	5	1	experimental	experimental	ADJ
cana-2649	5	2	results	result	NOUN
cana-2649	5	3	demonstrate	demonstrate	VERB
cana-2649	5	4	the	the	DET
cana-2649	5	5	efficacy	efficacy	NOUN
cana-2649	5	6	of	of	ADP
cana-2649	5	7	the	the	DET
cana-2649	5	8	nonlinear	nonlinear	ADJ
cana-2649	5	9	approach	approach	NOUN
cana-2649	5	10	in	in	ADP
cana-2649	5	11	correlating	correlate	VERB
cana-2649	5	12	sentiment	sentiment	NOUN
cana-2649	5	13	classifications	classification	NOUN
cana-2649	5	14	with	with	ADP
cana-2649	5	15	their	their	PRON
cana-2649	5	16	intrinsic	intrinsic	ADJ
cana-2649	5	17	influences	influence	NOUN
cana-2649	5	18	,	,	PUNCT
cana-2649	5	19	offering	offer	VERB
cana-2649	5	20	a	a	DET
cana-2649	5	21	more	more	ADV
cana-2649	5	22	robust	robust	ADJ
cana-2649	5	23	understanding	understanding	NOUN
cana-2649	5	24	of	of	ADP
cana-2649	5	25	root	root	NOUN
cana-2649	5	26	causes	cause	NOUN
cana-2649	5	27	.	.	PUNCT
cana-2649	6	1	future	future	ADJ
cana-2649	6	2	work	work	NOUN
cana-2649	6	3	will	will	AUX
cana-2649	6	4	explore	explore	VERB
cana-2649	6	5	advanced	advanced	ADJ
cana-2649	6	6	nonlinear	nonlinear	ADJ
cana-2649	6	7	classifiers	classifier	NOUN
cana-2649	6	8	and	and	CCONJ
cana-2649	6	9	additional	additional	ADJ
cana-2649	6	10	external	external	ADJ
cana-2649	6	11	factors	factor	NOUN
cana-2649	6	12	for	for	ADP
cana-2649	6	13	enhanced	enhanced	ADJ
cana-2649	6	14	real	real	ADJ
cana-2649	6	15	-	-	PUNCT
cana-2649	6	16	world	world	NOUN
cana-2649	6	17	applicability	applicability	NOUN
cana-2649	6	18	.	.	PUNCT
cana-2649	7	1	keywords	keyword	NOUN
cana-2649	7	2	:	:	PUNCT
cana-2649	7	3	pestle	pestle	NOUN
cana-2649	7	4	,	,	PUNCT
cana-2649	7	5	svm	svm	ADJ
cana-2649	7	6	classifier	classifier	NOUN
cana-2649	7	7	,	,	PUNCT
cana-2649	7	8	machine	machine	NOUN
cana-2649	7	9	learning	learning	NOUN
cana-2649	7	10	system	system	NOUN
cana-2649	7	11	,	,	PUNCT
cana-2649	7	12	real	real	ADJ
cana-2649	7	13	-	-	PUNCT
cana-2649	7	14	time	time	NOUN
cana-2649	7	15	environment	environment	NOUN
cana-2649	7	16	.	.	PUNCT
cana-2649	8	1	1	1	NUM
cana-2649	8	2	introduction	introduction	NOUN
cana-2649	8	3	globally	globally	ADV
cana-2649	8	4	many	many	ADJ
cana-2649	8	5	of	of	ADP
cana-2649	8	6	the	the	DET
cana-2649	8	7	events	event	NOUN
cana-2649	8	8	,	,	PUNCT
cana-2649	8	9	actions	action	NOUN
cana-2649	8	10	or	or	CCONJ
cana-2649	8	11	causes	cause	NOUN
cana-2649	8	12	are	be	AUX
cana-2649	8	13	either	either	CCONJ
cana-2649	8	14	the	the	DET
cana-2649	8	15	outcome	outcome	NOUN
cana-2649	8	16	of	of	ADP
cana-2649	8	17	a	a	DET
cana-2649	8	18	sentiment	sentiment	NOUN
cana-2649	8	19	,	,	PUNCT
cana-2649	8	20	and	and	CCONJ
cana-2649	8	21	in	in	ADP
cana-2649	8	22	vicious	vicious	ADJ
cana-2649	8	23	circle	circle	NOUN
cana-2649	8	24	,	,	PUNCT
cana-2649	8	25	the	the	DET
cana-2649	8	26	events	event	NOUN
cana-2649	8	27	or	or	CCONJ
cana-2649	8	28	actions	action	NOUN
cana-2649	8	29	lead	lead	VERB
cana-2649	8	30	to	to	ADP
cana-2649	8	31	certain	certain	ADJ
cana-2649	8	32	sentiments	sentiment	NOUN
cana-2649	8	33	.	.	PUNCT
cana-2649	9	1	advent	advent	ADJ
cana-2649	9	2	developments	development	NOUN
cana-2649	9	3	in	in	ADP
cana-2649	9	4	the	the	DET
cana-2649	9	5	predictive	predictive	ADJ
cana-2649	9	6	models	model	NOUN
cana-2649	9	7	are	be	AUX
cana-2649	9	8	enabling	enable	VERB
cana-2649	9	9	the	the	DET
cana-2649	9	10	entities	entity	NOUN
cana-2649	9	11	to	to	PART
cana-2649	9	12	focus	focus	VERB
cana-2649	9	13	on	on	ADP
cana-2649	9	14	the	the	DET
cana-2649	9	15	dynamics	dynamic	NOUN
cana-2649	9	16	of	of	ADP
cana-2649	9	17	sentiments	sentiment	NOUN
cana-2649	9	18	,	,	PUNCT
cana-2649	9	19	understand	understand	VERB
cana-2649	9	20	how	how	SCONJ
cana-2649	9	21	the	the	DET
cana-2649	9	22	sentiments	sentiment	NOUN
cana-2649	9	23	are	be	AUX
cana-2649	9	24	emerging	emerge	VERB
cana-2649	9	25	or	or	CCONJ
cana-2649	9	26	influencing	influence	VERB
cana-2649	9	27	the	the	DET
cana-2649	9	28	happenings	happening	NOUN
cana-2649	9	29	around	around	ADV
cana-2649	9	30	.	.	PUNCT
cana-2649	10	1	today	today	NOUN
cana-2649	10	2	,	,	PUNCT
cana-2649	10	3	with	with	ADP
cana-2649	10	4	the	the	DET
cana-2649	10	5	rapid	rapid	ADJ
cana-2649	10	6	penetration	penetration	NOUN
cana-2649	10	7	of	of	ADP
cana-2649	10	8	social	social	ADJ
cana-2649	10	9	media	medium	NOUN
cana-2649	10	10	solutions	solution	NOUN
cana-2649	10	11	,	,	PUNCT
cana-2649	10	12	scope	scope	NOUN
cana-2649	10	13	for	for	ADP
cana-2649	10	14	farther	farth	ADJ
cana-2649	10	15	reach	reach	NOUN
cana-2649	10	16	of	of	ADP
cana-2649	10	17	one	one	NUM
cana-2649	10	18	’s	’s	PART
cana-2649	10	19	expression	expression	NOUN
cana-2649	10	20	is	be	AUX
cana-2649	10	21	phenomenal	phenomenal	ADJ
cana-2649	10	22	.	.	PUNCT
cana-2649	11	1	unlike	unlike	ADP
cana-2649	11	2	yesteryears	yesteryear	NOUN
cana-2649	11	3	,	,	PUNCT
cana-2649	11	4	wherein	wherein	SCONJ
cana-2649	11	5	an	an	DET
cana-2649	11	6	individual	individual	NOUN
cana-2649	11	7	has	have	AUX
cana-2649	11	8	limited	limit	VERB
cana-2649	11	9	medium	medium	ADJ
cana-2649	11	10	to	to	PART
cana-2649	11	11	voice	voice	VERB
cana-2649	11	12	their	their	PRON
cana-2649	11	13	opinions	opinion	NOUN
cana-2649	11	14	,	,	PUNCT
cana-2649	11	15	today	today	NOUN
cana-2649	11	16	there	there	PRON
cana-2649	11	17	are	be	VERB
cana-2649	11	18	seamless	seamless	ADJ
cana-2649	11	19	set	set	NOUN
cana-2649	11	20	of	of	ADP
cana-2649	11	21	social	social	ADJ
cana-2649	11	22	mediums	medium	NOUN
cana-2649	11	23	wherein	wherein	SCONJ
cana-2649	11	24	the	the	DET
cana-2649	11	25	individuals	individual	NOUN
cana-2649	11	26	can	can	AUX
cana-2649	11	27	express	express	VERB
cana-2649	11	28	their	their	PRON
cana-2649	11	29	viewpoints	viewpoint	NOUN
cana-2649	11	30	,	,	PUNCT
cana-2649	11	31	at	at	ADP
cana-2649	11	32	almost	almost	ADV
cana-2649	11	33	no	no	PRON
cana-2649	11	34	cost	cost	NOUN
cana-2649	11	35	and	and	CCONJ
cana-2649	11	36	it	it	PRON
cana-2649	11	37	can	can	AUX
cana-2649	11	38	reach	reach	VERB
cana-2649	11	39	to	to	ADP
cana-2649	11	40	millions	million	NOUN
cana-2649	11	41	of	of	ADP
cana-2649	11	42	people	people	NOUN
cana-2649	11	43	,	,	PUNCT
cana-2649	11	44	based	base	VERB
cana-2649	11	45	on	on	ADP
cana-2649	11	46	what	what	DET
cana-2649	11	47	level	level	NOUN
cana-2649	11	48	of	of	ADP
cana-2649	11	49	content	content	NOUN
cana-2649	11	50	-	-	PUNCT
cana-2649	11	51	sharing	share	VERB
cana-2649	11	52	networks	network	NOUN
cana-2649	11	53	it	it	PRON
cana-2649	11	54	penetrates	penetrate	VERB
cana-2649	11	55	in	in	ADP
cana-2649	11	56	.	.	PUNCT
cana-2649	12	1	once	once	ADV
cana-2649	12	2	a	a	DET
cana-2649	12	3	viewpoint	viewpoint	NOUN
cana-2649	12	4	is	be	AUX
cana-2649	12	5	expressed	express	VERB
cana-2649	12	6	and	and	CCONJ
cana-2649	12	7	it	it	PRON
cana-2649	12	8	reaches	reach	VERB
cana-2649	12	9	certain	certain	ADJ
cana-2649	12	10	section	section	NOUN
cana-2649	12	11	of	of	ADP
cana-2649	12	12	viral	viral	ADJ
cana-2649	12	13	groups	group	NOUN
cana-2649	12	14	,	,	PUNCT
cana-2649	12	15	there	there	PRON
cana-2649	12	16	is	be	VERB
cana-2649	12	17	no	no	DET
cana-2649	12	18	stoppage	stoppage	NOUN
cana-2649	12	19	or	or	CCONJ
cana-2649	12	20	control	control	NOUN
cana-2649	12	21	mechanism	mechanism	NOUN
cana-2649	12	22	as	as	ADP
cana-2649	12	23	to	to	ADP
cana-2649	12	24	how	how	SCONJ
cana-2649	12	25	it	it	PRON
cana-2649	12	26	can	can	AUX
cana-2649	12	27	influence	influence	VERB
cana-2649	12	28	the	the	DET
cana-2649	12	29	viewer	viewer	NOUN
cana-2649	12	30	’s	’s	PART
cana-2649	12	31	mindset	mindset	NOUN
cana-2649	13	1	[	[	X
cana-2649	13	2	1	1	NUM
cana-2649	13	3	]	]	PUNCT
cana-2649	13	4	.	.	PUNCT
cana-2649	14	1	influencing	influence	VERB
cana-2649	14	2	the	the	DET
cana-2649	14	3	mindsets	mindset	NOUN
cana-2649	14	4	,	,	PUNCT
cana-2649	14	5	views	view	NOUN
cana-2649	14	6	,	,	PUNCT
cana-2649	14	7	and	and	CCONJ
cana-2649	14	8	decisions	decision	NOUN
cana-2649	14	9	of	of	ADP
cana-2649	14	10	people	people	NOUN
cana-2649	14	11	thru	thru	ADP
cana-2649	14	12	public	public	ADJ
cana-2649	14	13	mediums	medium	NOUN
cana-2649	14	14	is	be	AUX
cana-2649	14	15	decades	decade	NOUN
cana-2649	14	16	old	old	ADJ
cana-2649	14	17	practice	practice	NOUN
cana-2649	14	18	.	.	PUNCT
cana-2649	15	1	right	right	ADV
cana-2649	15	2	from	from	ADP
cana-2649	15	3	small	small	ADJ
cana-2649	15	4	group	group	NOUN
cana-2649	15	5	gatherings	gathering	NOUN
cana-2649	15	6	to	to	ADP
cana-2649	15	7	contemporary	contemporary	ADJ
cana-2649	15	8	social	social	ADJ
cana-2649	15	9	media	medium	NOUN
cana-2649	15	10	platforms	platform	NOUN
cana-2649	15	11	,	,	PUNCT
cana-2649	15	12	across	across	ADP
cana-2649	15	13	the	the	DET
cana-2649	15	14	medium	medium	NOUN
cana-2649	15	15	the	the	DET
cana-2649	15	16	practice	practice	NOUN
cana-2649	15	17	of	of	ADP
cana-2649	15	18	influencing	influence	VERB
cana-2649	15	19	the	the	DET
cana-2649	15	20	sentiments	sentiment	NOUN
cana-2649	15	21	or	or	CCONJ
cana-2649	15	22	sentiments	sentiment	NOUN
cana-2649	15	23	leading	lead	VERB
cana-2649	15	24	to	to	ADP
cana-2649	15	25	action	action	NOUN
cana-2649	15	26	is	be	AUX
cana-2649	15	27	prevalent	prevalent	ADJ
cana-2649	15	28	.	.	PUNCT
cana-2649	16	1	for	for	ADP
cana-2649	16	2	instance	instance	NOUN
cana-2649	16	3	,	,	PUNCT
cana-2649	16	4	any	any	DET
cana-2649	16	5	mishap	mishap	NOUN
cana-2649	16	6	or	or	CCONJ
cana-2649	16	7	a	a	DET
cana-2649	16	8	crime	crime	NOUN
cana-2649	16	9	taking	take	VERB
cana-2649	16	10	place	place	NOUN
cana-2649	16	11	certainly	certainly	ADV
cana-2649	16	12	could	could	AUX
cana-2649	16	13	trigger	trigger	VERB
cana-2649	16	14	news	news	NOUN
cana-2649	16	15	and	and	CCONJ
cana-2649	16	16	sentiment	sentiment	NOUN
cana-2649	16	17	.	.	PUNCT
cana-2649	17	1	however	however	ADV
cana-2649	17	2	,	,	PUNCT
cana-2649	17	3	what	what	PRON
cana-2649	17	4	nurtures	nurture	VERB
cana-2649	17	5	communications	communication	NOUN
cana-2649	17	6	on	on	ADP
cana-2649	17	7	applied	apply	VERB
cana-2649	17	8	nonlinear	nonlinear	ADJ
cana-2649	17	9	analysis	analysis	NOUN
cana-2649	17	10	issn	issn	NOUN
cana-2649	17	11	:	:	PUNCT
cana-2649	17	12	1074	1074	NUM
cana-2649	17	13	-	-	PUNCT
cana-2649	17	14	133x	133x	NUM
cana-2649	17	15	vol	vol	NOUN
cana-2649	17	16	32	32	NUM
cana-2649	17	17	no	no	NOUN
cana-2649	17	18	.	.	PUNCT
cana-2649	18	1	3s	3s	NUM
cana-2649	18	2	(	(	PUNCT
cana-2649	18	3	2025	2025	NUM
cana-2649	18	4	)	)	PUNCT
cana-2649	18	5	363	363	NUM
cana-2649	18	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	18	7	that	that	DET
cana-2649	18	8	sentiment	sentiment	NOUN
cana-2649	18	9	possibly	possibly	ADV
cana-2649	18	10	could	could	AUX
cana-2649	18	11	be	be	AUX
cana-2649	18	12	the	the	DET
cana-2649	18	13	technology	technology	NOUN
cana-2649	18	14	element	element	NOUN
cana-2649	18	15	.	.	PUNCT
cana-2649	19	1	if	if	SCONJ
cana-2649	19	2	there	there	PRON
cana-2649	19	3	is	be	VERB
cana-2649	19	4	repeated	repeat	VERB
cana-2649	19	5	sharing	sharing	NOUN
cana-2649	19	6	of	of	ADP
cana-2649	19	7	such	such	ADJ
cana-2649	19	8	information	information	NOUN
cana-2649	19	9	from	from	ADP
cana-2649	19	10	one	one	NUM
cana-2649	19	11	group	group	NOUN
cana-2649	19	12	to	to	ADP
cana-2649	19	13	the	the	DET
cana-2649	19	14	other	other	ADJ
cana-2649	19	15	,	,	PUNCT
cana-2649	19	16	it	it	PRON
cana-2649	19	17	leads	lead	VERB
cana-2649	19	18	to	to	ADP
cana-2649	19	19	some	some	DET
cana-2649	19	20	prejudice	prejudice	NOUN
cana-2649	19	21	formation	formation	NOUN
cana-2649	19	22	on	on	ADP
cana-2649	19	23	such	such	ADJ
cana-2649	19	24	occurrences	occurrence	NOUN
cana-2649	19	25	[	[	X
cana-2649	19	26	2	2	NUM
cana-2649	19	27	]	]	PUNCT
cana-2649	19	28	.	.	PUNCT
cana-2649	20	1	in	in	ADP
cana-2649	20	2	last	last	ADJ
cana-2649	20	3	decade	decade	NOUN
cana-2649	20	4	of	of	ADP
cana-2649	20	5	time	time	NOUN
cana-2649	20	6	,	,	PUNCT
cana-2649	20	7	there	there	PRON
cana-2649	20	8	are	be	VERB
cana-2649	20	9	many	many	ADJ
cana-2649	20	10	novel	novel	ADJ
cana-2649	20	11	studies	study	NOUN
cana-2649	20	12	about	about	ADP
cana-2649	20	13	the	the	DET
cana-2649	20	14	sentiment	sentiment	NOUN
cana-2649	20	15	analysis	analysis	NOUN
cana-2649	20	16	topic	topic	NOUN
cana-2649	20	17	.	.	PUNCT
cana-2649	21	1	right	right	ADJ
cana-2649	21	2	from	from	ADP
cana-2649	21	3	the	the	DET
cana-2649	21	4	medium	medium	ADJ
cana-2649	21	5	impact	impact	NOUN
cana-2649	21	6	to	to	ADP
cana-2649	21	7	the	the	DET
cana-2649	21	8	topics	topic	NOUN
cana-2649	21	9	that	that	PRON
cana-2649	21	10	influence	influence	VERB
cana-2649	21	11	the	the	DET
cana-2649	21	12	sentiments	sentiment	NOUN
cana-2649	21	13	,	,	PUNCT
cana-2649	21	14	and	and	CCONJ
cana-2649	21	15	mechanisms	mechanism	NOUN
cana-2649	21	16	to	to	PART
cana-2649	21	17	analyze	analyze	VERB
cana-2649	21	18	the	the	DET
cana-2649	21	19	sentiments	sentiment	NOUN
cana-2649	21	20	,	,	PUNCT
cana-2649	21	21	there	there	PRON
cana-2649	21	22	are	be	VERB
cana-2649	21	23	numerous	numerous	ADJ
cana-2649	21	24	solutions	solution	NOUN
cana-2649	21	25	that	that	PRON
cana-2649	21	26	were	be	AUX
cana-2649	21	27	discussed	discuss	VERB
cana-2649	21	28	in	in	ADP
cana-2649	21	29	the	the	DET
cana-2649	21	30	process	process	NOUN
cana-2649	21	31	[	[	X
cana-2649	21	32	3	3	NUM
cana-2649	21	33	]	]	PUNCT
cana-2649	21	34	.	.	PUNCT
cana-2649	22	1	however	however	ADV
cana-2649	22	2	,	,	PUNCT
cana-2649	22	3	the	the	DET
cana-2649	22	4	rapid	rapid	ADJ
cana-2649	22	5	change	change	NOUN
cana-2649	22	6	in	in	ADP
cana-2649	22	7	the	the	DET
cana-2649	22	8	quantum	quantum	NOUN
cana-2649	22	9	of	of	ADP
cana-2649	22	10	data	datum	NOUN
cana-2649	22	11	available	available	ADJ
cana-2649	22	12	,	,	PUNCT
cana-2649	22	13	assertive	assertive	ADJ
cana-2649	22	14	changes	change	NOUN
cana-2649	22	15	to	to	ADP
cana-2649	22	16	the	the	DET
cana-2649	22	17	consumer	consumer	NOUN
cana-2649	22	18	trends	trend	NOUN
cana-2649	22	19	,	,	PUNCT
cana-2649	22	20	and	and	CCONJ
cana-2649	22	21	other	other	ADJ
cana-2649	22	22	such	such	ADJ
cana-2649	22	23	factors	factor	NOUN
cana-2649	22	24	are	be	AUX
cana-2649	22	25	creating	create	VERB
cana-2649	22	26	space	space	NOUN
cana-2649	22	27	for	for	ADP
cana-2649	22	28	paradigm	paradigm	NOUN
cana-2649	22	29	shift	shift	NOUN
cana-2649	22	30	in	in	ADP
cana-2649	22	31	how	how	SCONJ
cana-2649	22	32	the	the	DET
cana-2649	22	33	sentiment	sentiment	NOUN
cana-2649	22	34	analysis	analysis	NOUN
cana-2649	22	35	is	be	AUX
cana-2649	22	36	perceived	perceive	VERB
cana-2649	22	37	[	[	PUNCT
cana-2649	22	38	4	4	NUM
cana-2649	22	39	]	]	PUNCT
cana-2649	22	40	.	.	PUNCT
cana-2649	23	1	majority	majority	NOUN
cana-2649	23	2	of	of	ADP
cana-2649	23	3	the	the	DET
cana-2649	23	4	studies	study	NOUN
cana-2649	23	5	that	that	PRON
cana-2649	23	6	is	be	AUX
cana-2649	23	7	available	available	ADJ
cana-2649	23	8	in	in	ADP
cana-2649	23	9	the	the	DET
cana-2649	23	10	literature	literature	NOUN
cana-2649	23	11	refers	refer	VERB
cana-2649	23	12	to	to	ADP
cana-2649	23	13	the	the	DET
cana-2649	23	14	outline	outline	NOUN
cana-2649	23	15	on	on	ADP
cana-2649	23	16	subject	subject	NOUN
cana-2649	23	17	of	of	ADP
cana-2649	23	18	sentiment	sentiment	NOUN
cana-2649	23	19	analysis	analysis	NOUN
cana-2649	23	20	,	,	PUNCT
cana-2649	23	21	or	or	CCONJ
cana-2649	23	22	the	the	DET
cana-2649	23	23	techniques	technique	NOUN
cana-2649	23	24	and	and	CCONJ
cana-2649	23	25	tools	tool	NOUN
cana-2649	23	26	for	for	ADP
cana-2649	23	27	carrying	carry	VERB
cana-2649	23	28	out	out	ADP
cana-2649	23	29	the	the	DET
cana-2649	23	30	facets	facet	NOUN
cana-2649	23	31	of	of	ADP
cana-2649	23	32	sentiment	sentiment	NOUN
cana-2649	23	33	analysis	analysis	NOUN
cana-2649	23	34	.	.	PUNCT
cana-2649	24	1	there	there	PRON
cana-2649	24	2	is	be	VERB
cana-2649	24	3	need	need	NOUN
cana-2649	24	4	for	for	ADP
cana-2649	24	5	more	more	ADV
cana-2649	24	6	intrinsic	intrinsic	ADJ
cana-2649	24	7	understanding	understanding	NOUN
cana-2649	24	8	of	of	ADP
cana-2649	24	9	the	the	DET
cana-2649	24	10	issue	issue	NOUN
cana-2649	24	11	,	,	PUNCT
cana-2649	24	12	as	as	ADP
cana-2649	24	13	to	to	ADP
cana-2649	24	14	exploring	explore	VERB
cana-2649	24	15	the	the	DET
cana-2649	24	16	cause	cause	VERB
cana-2649	24	17	-	-	PUNCT
cana-2649	24	18	and	and	CCONJ
cana-2649	24	19	-	-	PUNCT
cana-2649	24	20	effect	effect	NOUN
cana-2649	24	21	analysis	analysis	NOUN
cana-2649	24	22	.	.	PUNCT
cana-2649	25	1	in	in	ADP
cana-2649	25	2	this	this	DET
cana-2649	25	3	manuscript	manuscript	NOUN
cana-2649	25	4	,	,	PUNCT
cana-2649	25	5	the	the	DET
cana-2649	25	6	attempt	attempt	NOUN
cana-2649	25	7	is	be	AUX
cana-2649	25	8	to	to	PART
cana-2649	25	9	develop	develop	VERB
cana-2649	25	10	an	an	DET
cana-2649	25	11	internal	internal	ADJ
cana-2649	25	12	mechanism	mechanism	NOUN
cana-2649	25	13	that	that	PRON
cana-2649	25	14	can	can	AUX
cana-2649	25	15	be	be	AUX
cana-2649	25	16	a	a	DET
cana-2649	25	17	plug	plug	VERB
cana-2649	25	18	-	-	PUNCT
cana-2649	25	19	in	in	ADP
cana-2649	25	20	element	element	NOUN
cana-2649	25	21	to	to	PART
cana-2649	25	22	understand	understand	VERB
cana-2649	25	23	the	the	DET
cana-2649	25	24	cause	cause	VERB
cana-2649	25	25	-	-	PUNCT
cana-2649	25	26	and	and	CCONJ
cana-2649	25	27	-	-	PUNCT
cana-2649	25	28	effect	effect	NOUN
cana-2649	25	29	element	element	NOUN
cana-2649	25	30	in	in	ADP
cana-2649	25	31	the	the	DET
cana-2649	25	32	sentiment	sentiment	NOUN
cana-2649	25	33	analysis	analysis	NOUN
cana-2649	25	34	spectrum	spectrum	NOUN
cana-2649	25	35	.	.	PUNCT
cana-2649	26	1	1.1	1.1	NUM
cana-2649	26	2	gap	gap	NOUN
cana-2649	26	3	analysis	analysis	NOUN
cana-2649	26	4	sentiment	sentiment	NOUN
cana-2649	26	5	analysis	analysis	NOUN
cana-2649	26	6	is	be	AUX
cana-2649	26	7	seen	see	VERB
cana-2649	26	8	as	as	ADP
cana-2649	26	9	a	a	DET
cana-2649	26	10	source	source	NOUN
cana-2649	26	11	of	of	ADP
cana-2649	26	12	information	information	NOUN
cana-2649	26	13	,	,	PUNCT
cana-2649	26	14	wherein	wherein	SCONJ
cana-2649	26	15	some	some	DET
cana-2649	26	16	underlying	underlying	ADJ
cana-2649	26	17	insights	insight	NOUN
cana-2649	26	18	could	could	AUX
cana-2649	26	19	be	be	AUX
cana-2649	26	20	interpreted	interpret	VERB
cana-2649	26	21	for	for	ADP
cana-2649	26	22	better	well	ADJ
cana-2649	26	23	decision	decision	NOUN
cana-2649	26	24	making	making	NOUN
cana-2649	26	25	.	.	PUNCT
cana-2649	27	1	for	for	ADP
cana-2649	27	2	instance	instance	NOUN
cana-2649	27	3	,	,	PUNCT
cana-2649	27	4	analysts	analyst	NOUN
cana-2649	27	5	using	use	VERB
cana-2649	27	6	the	the	DET
cana-2649	27	7	social	social	ADJ
cana-2649	27	8	media	medium	NOUN
cana-2649	27	9	communication	communication	NOUN
cana-2649	27	10	exchange	exchange	NOUN
cana-2649	27	11	data	datum	NOUN
cana-2649	27	12	for	for	ADP
cana-2649	27	13	analysis	analysis	NOUN
cana-2649	27	14	,	,	PUNCT
cana-2649	27	15	is	be	AUX
cana-2649	27	16	about	about	ADP
cana-2649	27	17	exploring	explore	VERB
cana-2649	27	18	the	the	DET
cana-2649	27	19	disparity	disparity	NOUN
cana-2649	27	20	or	or	CCONJ
cana-2649	27	21	neutrality	neutrality	NOUN
cana-2649	27	22	analysis	analysis	NOUN
cana-2649	27	23	.	.	PUNCT
cana-2649	28	1	this	this	PRON
cana-2649	28	2	is	be	AUX
cana-2649	28	3	quite	quite	ADV
cana-2649	28	4	prevalent	prevalent	ADJ
cana-2649	28	5	in	in	ADP
cana-2649	28	6	the	the	DET
cana-2649	28	7	case	case	NOUN
cana-2649	28	8	of	of	ADP
cana-2649	28	9	brand	brand	NOUN
cana-2649	28	10	or	or	CCONJ
cana-2649	28	11	product	product	NOUN
cana-2649	28	12	related	relate	VERB
cana-2649	28	13	perception	perception	NOUN
cana-2649	28	14	,	,	PUNCT
cana-2649	28	15	more	more	ADV
cana-2649	28	16	aggressive	aggressive	ADJ
cana-2649	28	17	analysis	analysis	NOUN
cana-2649	28	18	on	on	ADP
cana-2649	28	19	understanding	understand	VERB
cana-2649	28	20	how	how	SCONJ
cana-2649	28	21	the	the	DET
cana-2649	28	22	sentiments	sentiment	NOUN
cana-2649	28	23	are	be	AUX
cana-2649	28	24	prevailing	prevail	VERB
cana-2649	28	25	pertaining	pertain	VERB
cana-2649	28	26	to	to	ADP
cana-2649	28	27	electoral	electoral	ADJ
cana-2649	28	28	process	process	NOUN
cana-2649	28	29	,	,	PUNCT
cana-2649	28	30	which	which	DET
cana-2649	28	31	parties	party	NOUN
cana-2649	28	32	has	have	VERB
cana-2649	28	33	positive	positive	ADJ
cana-2649	28	34	outlook	outlook	NOUN
cana-2649	28	35	or	or	CCONJ
cana-2649	28	36	negative	negative	ADJ
cana-2649	28	37	outlook	outlook	NOUN
cana-2649	28	38	etc	etc	X
cana-2649	28	39	.	.	X
cana-2649	28	40	similarly	similarly	ADV
cana-2649	28	41	,	,	PUNCT
cana-2649	28	42	any	any	DET
cana-2649	28	43	small	small	ADJ
cana-2649	28	44	or	or	CCONJ
cana-2649	28	45	big	big	ADJ
cana-2649	28	46	global	global	ADJ
cana-2649	28	47	or	or	CCONJ
cana-2649	28	48	regional	regional	ADJ
cana-2649	28	49	events	event	NOUN
cana-2649	28	50	too	too	ADV
cana-2649	28	51	trigger	trigger	VERB
cana-2649	28	52	the	the	DET
cana-2649	28	53	sentiments	sentiment	NOUN
cana-2649	28	54	of	of	ADP
cana-2649	28	55	people	people	NOUN
cana-2649	28	56	[	[	X
cana-2649	28	57	5	5	NUM
cana-2649	28	58	]	]	PUNCT
cana-2649	28	59	.	.	PUNCT
cana-2649	29	1	with	with	ADP
cana-2649	29	2	social	social	ADJ
cana-2649	29	3	media	medium	NOUN
cana-2649	29	4	being	be	AUX
cana-2649	29	5	an	an	DET
cana-2649	29	6	accessible	accessible	ADJ
cana-2649	29	7	medium	medium	NOUN
cana-2649	29	8	of	of	ADP
cana-2649	29	9	expression	expression	NOUN
cana-2649	29	10	,	,	PUNCT
cana-2649	29	11	in	in	ADP
cana-2649	29	12	general	general	ADJ
cana-2649	29	13	it	it	PRON
cana-2649	29	14	has	have	AUX
cana-2649	29	15	become	become	VERB
cana-2649	29	16	a	a	DET
cana-2649	29	17	potential	potential	ADJ
cana-2649	29	18	source	source	NOUN
cana-2649	29	19	of	of	ADP
cana-2649	29	20	data	datum	NOUN
cana-2649	29	21	capture	capture	NOUN
cana-2649	29	22	which	which	PRON
cana-2649	29	23	leads	lead	VERB
cana-2649	29	24	to	to	ADP
cana-2649	29	25	more	more	ADV
cana-2649	29	26	intrinsic	intrinsic	ADJ
cana-2649	29	27	analysis	analysis	NOUN
cana-2649	29	28	.	.	PUNCT
cana-2649	30	1	majority	majority	NOUN
cana-2649	30	2	of	of	ADP
cana-2649	30	3	the	the	DET
cana-2649	30	4	techniques	technique	NOUN
cana-2649	30	5	deployed	deploy	VERB
cana-2649	30	6	in	in	ADP
cana-2649	30	7	the	the	DET
cana-2649	30	8	sentiment	sentiment	NOUN
cana-2649	30	9	analysis	analysis	NOUN
cana-2649	30	10	relies	rely	VERB
cana-2649	30	11	on	on	ADP
cana-2649	30	12	the	the	DET
cana-2649	30	13	assessment	assessment	NOUN
cana-2649	30	14	of	of	ADP
cana-2649	30	15	combination	combination	NOUN
cana-2649	30	16	of	of	ADP
cana-2649	30	17	good	good	ADJ
cana-2649	30	18	words	word	NOUN
cana-2649	30	19	to	to	PART
cana-2649	30	20	event	event	NOUN
cana-2649	30	21	words	word	NOUN
cana-2649	30	22	or	or	CCONJ
cana-2649	30	23	occurrence	occurrence	NOUN
cana-2649	30	24	and	and	CCONJ
cana-2649	30	25	try	try	VERB
cana-2649	30	26	assimilating	assimilate	VERB
cana-2649	30	27	the	the	DET
cana-2649	30	28	sentiment	sentiment	NOUN
cana-2649	30	29	disparity	disparity	NOUN
cana-2649	30	30	[	[	X
cana-2649	30	31	3	3	X
cana-2649	30	32	]	]	X
cana-2649	30	33	[	[	X
cana-2649	30	34	6	6	NUM
cana-2649	30	35	]	]	PUNCT
cana-2649	30	36	.	.	PUNCT
cana-2649	31	1	however	however	ADV
cana-2649	31	2	,	,	PUNCT
cana-2649	31	3	one	one	NUM
cana-2649	31	4	critical	critical	ADJ
cana-2649	31	5	dimension	dimension	NOUN
cana-2649	31	6	that	that	PRON
cana-2649	31	7	is	be	AUX
cana-2649	31	8	amiss	amiss	ADJ
cana-2649	31	9	in	in	ADP
cana-2649	31	10	the	the	DET
cana-2649	31	11	current	current	ADJ
cana-2649	31	12	analysis	analysis	NOUN
cana-2649	31	13	models	model	NOUN
cana-2649	31	14	are	be	AUX
cana-2649	31	15	about	about	ADP
cana-2649	31	16	understanding	understand	VERB
cana-2649	31	17	the	the	DET
cana-2649	31	18	difference	difference	NOUN
cana-2649	31	19	between	between	ADP
cana-2649	31	20	the	the	DET
cana-2649	31	21	actual	actual	ADJ
cana-2649	31	22	event	event	NOUN
cana-2649	31	23	trigger	trigger	NOUN
cana-2649	31	24	and	and	CCONJ
cana-2649	31	25	the	the	DET
cana-2649	31	26	factors	factor	NOUN
cana-2649	31	27	influencing	influence	VERB
cana-2649	31	28	it	it	PRON
cana-2649	31	29	.	.	PUNCT
cana-2649	32	1	in	in	ADP
cana-2649	32	2	an	an	DET
cana-2649	32	3	illustrative	illustrative	ADJ
cana-2649	32	4	case	case	NOUN
cana-2649	32	5	scenario	scenario	NOUN
cana-2649	32	6	,	,	PUNCT
cana-2649	32	7	for	for	ADP
cana-2649	32	8	instance	instance	NOUN
cana-2649	32	9	if	if	SCONJ
cana-2649	32	10	there	there	PRON
cana-2649	32	11	is	be	VERB
cana-2649	32	12	gradual	gradual	ADJ
cana-2649	32	13	rise	rise	NOUN
cana-2649	32	14	in	in	ADP
cana-2649	32	15	the	the	DET
cana-2649	32	16	crude	crude	ADJ
cana-2649	32	17	oil	oil	NOUN
cana-2649	32	18	prices	price	NOUN
cana-2649	32	19	,	,	PUNCT
cana-2649	32	20	thus	thus	ADV
cana-2649	32	21	impacting	impact	VERB
cana-2649	32	22	the	the	DET
cana-2649	32	23	fuel	fuel	NOUN
cana-2649	32	24	prices	price	NOUN
cana-2649	32	25	at	at	ADP
cana-2649	32	26	national	national	ADJ
cana-2649	32	27	level	level	NOUN
cana-2649	32	28	,	,	PUNCT
cana-2649	32	29	certainly	certainly	ADV
cana-2649	32	30	this	this	DET
cana-2649	32	31	occurrence	occurrence	NOUN
cana-2649	32	32	could	could	AUX
cana-2649	32	33	be	be	AUX
cana-2649	32	34	triggering	trigger	VERB
cana-2649	32	35	some	some	DET
cana-2649	32	36	negative	negative	ADJ
cana-2649	32	37	sentiment	sentiment	NOUN
cana-2649	32	38	.	.	PUNCT
cana-2649	33	1	but	but	CCONJ
cana-2649	33	2	the	the	DET
cana-2649	33	3	media	medium	NOUN
cana-2649	33	4	consistently	consistently	ADV
cana-2649	33	5	playing	play	VERB
cana-2649	33	6	this	this	DET
cana-2649	33	7	news	news	NOUN
cana-2649	33	8	or	or	CCONJ
cana-2649	33	9	more	more	ADJ
cana-2649	33	10	coverage	coverage	NOUN
cana-2649	33	11	to	to	ADP
cana-2649	33	12	such	such	DET
cana-2649	33	13	a	a	DET
cana-2649	33	14	news	news	NOUN
cana-2649	33	15	,	,	PUNCT
cana-2649	33	16	combined	combine	VERB
cana-2649	33	17	with	with	ADP
cana-2649	33	18	economic	economic	ADJ
cana-2649	33	19	instability	instability	NOUN
cana-2649	33	20	of	of	ADP
cana-2649	33	21	an	an	DET
cana-2649	33	22	individual	individual	NOUN
cana-2649	33	23	,	,	PUNCT
cana-2649	33	24	leads	lead	VERB
cana-2649	33	25	to	to	ADP
cana-2649	33	26	more	more	ADJ
cana-2649	33	27	negativity	negativity	NOUN
cana-2649	33	28	about	about	ADP
cana-2649	33	29	the	the	DET
cana-2649	33	30	incident	incident	NOUN
cana-2649	33	31	.	.	PUNCT
cana-2649	34	1	in	in	ADP
cana-2649	34	2	simple	simple	ADJ
cana-2649	34	3	terms	term	NOUN
cana-2649	34	4	,	,	PUNCT
cana-2649	34	5	if	if	SCONJ
cana-2649	34	6	the	the	DET
cana-2649	34	7	actual	actual	ADJ
cana-2649	34	8	cause	cause	NOUN
cana-2649	34	9	leads	lead	VERB
cana-2649	34	10	to	to	ADP
cana-2649	34	11	x	x	NOUN
cana-2649	34	12	quantum	quantum	NOUN
cana-2649	34	13	of	of	ADP
cana-2649	34	14	negativity	negativity	NOUN
cana-2649	34	15	,	,	PUNCT
cana-2649	34	16	the	the	DET
cana-2649	34	17	other	other	ADJ
cana-2649	34	18	encompassing	encompass	VERB
cana-2649	34	19	factors	factor	NOUN
cana-2649	34	20	leads	lead	VERB
cana-2649	34	21	the	the	DET
cana-2649	34	22	negativity	negativity	NOUN
cana-2649	34	23	to	to	ADP
cana-2649	34	24	x4	x4	PROPN
cana-2649	34	25	levels	level	NOUN
cana-2649	34	26	[	[	X
cana-2649	34	27	7	7	NUM
cana-2649	34	28	]	]	PUNCT
cana-2649	34	29	.	.	PUNCT
cana-2649	35	1	hence	hence	ADV
cana-2649	35	2	,	,	PUNCT
cana-2649	35	3	in	in	ADP
cana-2649	35	4	addition	addition	NOUN
cana-2649	35	5	to	to	ADP
cana-2649	35	6	understanding	understanding	NOUN
cana-2649	35	7	where	where	SCONJ
cana-2649	35	8	and	and	CCONJ
cana-2649	35	9	how	how	SCONJ
cana-2649	35	10	the	the	DET
cana-2649	35	11	issues	issue	NOUN
cana-2649	35	12	are	be	AUX
cana-2649	35	13	prevailing	prevail	VERB
cana-2649	35	14	on	on	ADP
cana-2649	35	15	the	the	DET
cana-2649	35	16	sentiment	sentiment	NOUN
cana-2649	35	17	conditions	condition	NOUN
cana-2649	35	18	,	,	PUNCT
cana-2649	35	19	there	there	PRON
cana-2649	35	20	is	be	VERB
cana-2649	35	21	need	need	NOUN
cana-2649	35	22	for	for	ADP
cana-2649	35	23	exploring	explore	VERB
cana-2649	35	24	the	the	DET
cana-2649	35	25	proportions	proportion	NOUN
cana-2649	35	26	that	that	PRON
cana-2649	35	27	impact	impact	VERB
cana-2649	35	28	the	the	DET
cana-2649	35	29	overall	overall	ADJ
cana-2649	35	30	process	process	NOUN
cana-2649	35	31	outcome	outcome	NOUN
cana-2649	35	32	.	.	PUNCT
cana-2649	36	1	thus	thus	ADV
cana-2649	36	2	,	,	PUNCT
cana-2649	36	3	in	in	ADP
cana-2649	36	4	this	this	DET
cana-2649	36	5	manuscript	manuscript	NOUN
cana-2649	36	6	,	,	PUNCT
cana-2649	36	7	a	a	DET
cana-2649	36	8	solution	solution	NOUN
cana-2649	36	9	is	be	AUX
cana-2649	36	10	discussed	discuss	VERB
cana-2649	36	11	wherein	wherein	SCONJ
cana-2649	36	12	a	a	DET
cana-2649	36	13	popular	popular	ADJ
cana-2649	36	14	management	management	NOUN
cana-2649	36	15	theory	theory	NOUN
cana-2649	36	16	of	of	ADP
cana-2649	36	17	pestle	pestle	NOUN
cana-2649	36	18	analysis	analysis	NOUN
cana-2649	36	19	is	be	AUX
cana-2649	36	20	proposed	propose	VERB
cana-2649	36	21	for	for	ADP
cana-2649	36	22	sentiment	sentiment	NOUN
cana-2649	36	23	analysis	analysis	NOUN
cana-2649	36	24	modelling	modelling	NOUN
cana-2649	36	25	.	.	PUNCT
cana-2649	37	1	1.2	1.2	NUM
cana-2649	37	2	objectives	objective	NOUN
cana-2649	37	3	to	to	PART
cana-2649	37	4	identify	identify	VERB
cana-2649	37	5	the	the	DET
cana-2649	37	6	root	root	NOUN
cana-2649	37	7	problem	problem	NOUN
cana-2649	37	8	for	for	ADP
cana-2649	37	9	a	a	DET
cana-2649	37	10	specific	specific	ADJ
cana-2649	37	11	trigger	trigger	NOUN
cana-2649	37	12	and	and	CCONJ
cana-2649	37	13	identifying	identify	VERB
cana-2649	37	14	the	the	DET
cana-2649	37	15	correlation	correlation	NOUN
cana-2649	37	16	element	element	NOUN
cana-2649	37	17	that	that	PRON
cana-2649	37	18	profoundly	profoundly	ADV
cana-2649	37	19	influences	influence	VERB
cana-2649	37	20	the	the	DET
cana-2649	37	21	sentiments	sentiment	NOUN
cana-2649	37	22	.	.	PUNCT
cana-2649	38	1	communications	communication	NOUN
cana-2649	38	2	on	on	ADP
cana-2649	38	3	applied	apply	VERB
cana-2649	38	4	nonlinear	nonlinear	ADJ
cana-2649	38	5	analysis	analysis	NOUN
cana-2649	38	6	issn	issn	NOUN
cana-2649	38	7	:	:	PUNCT
cana-2649	38	8	1074	1074	NUM
cana-2649	38	9	-	-	PUNCT
cana-2649	38	10	133x	133x	NUM
cana-2649	38	11	vol	vol	NOUN
cana-2649	38	12	32	32	NUM
cana-2649	38	13	no	no	NOUN
cana-2649	38	14	.	.	PUNCT
cana-2649	39	1	3s	3s	NUM
cana-2649	39	2	(	(	PUNCT
cana-2649	39	3	2025	2025	NUM
cana-2649	39	4	)	)	PUNCT
cana-2649	39	5	364	364	NUM
cana-2649	39	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	39	7	create	create	VERB
cana-2649	39	8	a	a	DET
cana-2649	39	9	systematic	systematic	ADJ
cana-2649	39	10	modeling	modeling	NOUN
cana-2649	39	11	that	that	PRON
cana-2649	39	12	can	can	AUX
cana-2649	39	13	support	support	VERB
cana-2649	39	14	in	in	ADP
cana-2649	39	15	effective	effective	ADJ
cana-2649	39	16	analysis	analysis	NOUN
cana-2649	39	17	of	of	ADP
cana-2649	39	18	the	the	DET
cana-2649	39	19	sentiments	sentiment	NOUN
cana-2649	39	20	,	,	PUNCT
cana-2649	39	21	coordinated	coordinated	ADJ
cana-2649	39	22	models	model	NOUN
cana-2649	39	23	that	that	PRON
cana-2649	39	24	can	can	AUX
cana-2649	39	25	assist	assist	VERB
cana-2649	39	26	in	in	ADP
cana-2649	39	27	understanding	understand	VERB
cana-2649	39	28	the	the	DET
cana-2649	39	29	factors	factor	NOUN
cana-2649	39	30	influencing	influence	VERB
cana-2649	39	31	the	the	DET
cana-2649	39	32	sentiment	sentiment	NOUN
cana-2649	39	33	more	more	ADJ
cana-2649	39	34	.	.	PUNCT
cana-2649	40	1	1.3	1.3	NUM
cana-2649	40	2	organizing	organizing	NOUN
cana-2649	40	3	of	of	ADP
cana-2649	40	4	the	the	DET
cana-2649	40	5	manuscript	manuscript	NOUN
cana-2649	40	6	in	in	ADP
cana-2649	40	7	the	the	DET
cana-2649	40	8	section-2	section-2	NUM
cana-2649	40	9	of	of	ADP
cana-2649	40	10	this	this	DET
cana-2649	40	11	manuscript	manuscript	NOUN
cana-2649	40	12	,	,	PUNCT
cana-2649	40	13	summarized	summarize	VERB
cana-2649	40	14	understanding	understanding	NOUN
cana-2649	40	15	of	of	ADP
cana-2649	40	16	the	the	DET
cana-2649	40	17	related	relate	VERB
cana-2649	40	18	work	work	NOUN
cana-2649	40	19	is	be	AUX
cana-2649	40	20	presented	present	VERB
cana-2649	40	21	.	.	PUNCT
cana-2649	41	1	section-3	section-3	NUM
cana-2649	41	2	reflects	reflect	VERB
cana-2649	41	3	more	more	ADV
cana-2649	41	4	on	on	ADP
cana-2649	41	5	the	the	DET
cana-2649	41	6	actual	actual	ADJ
cana-2649	41	7	model	model	NOUN
cana-2649	41	8	discussed	discuss	VERB
cana-2649	41	9	,	,	PUNCT
cana-2649	41	10	the	the	DET
cana-2649	41	11	materials	material	NOUN
cana-2649	41	12	and	and	CCONJ
cana-2649	41	13	methods	method	NOUN
cana-2649	41	14	,	,	PUNCT
cana-2649	41	15	process	process	NOUN
cana-2649	41	16	flow	flow	NOUN
cana-2649	41	17	and	and	CCONJ
cana-2649	41	18	algorithm	algorithm	NOUN
cana-2649	41	19	approach	approach	NOUN
cana-2649	41	20	for	for	ADP
cana-2649	41	21	the	the	DET
cana-2649	41	22	model	model	NOUN
cana-2649	41	23	.	.	PUNCT
cana-2649	42	1	section-4	section-4	NUM
cana-2649	42	2	provides	provide	VERB
cana-2649	42	3	insights	insight	NOUN
cana-2649	42	4	into	into	ADP
cana-2649	42	5	the	the	DET
cana-2649	42	6	experimental	experimental	ADJ
cana-2649	42	7	analysis	analysis	NOUN
cana-2649	42	8	conducted	conduct	VERB
cana-2649	42	9	for	for	ADP
cana-2649	42	10	the	the	DET
cana-2649	42	11	proposed	propose	VERB
cana-2649	42	12	solution	solution	NOUN
cana-2649	42	13	.	.	PUNCT
cana-2649	43	1	section-5	section-5	PROPN
cana-2649	43	2	offers	offer	VERB
cana-2649	43	3	conclusion	conclusion	NOUN
cana-2649	43	4	on	on	ADP
cana-2649	43	5	the	the	DET
cana-2649	43	6	model	model	NOUN
cana-2649	43	7	,	,	PUNCT
cana-2649	43	8	and	and	CCONJ
cana-2649	43	9	the	the	DET
cana-2649	43	10	interpretation	interpretation	NOUN
cana-2649	43	11	from	from	ADP
cana-2649	43	12	the	the	DET
cana-2649	43	13	experimental	experimental	ADJ
cana-2649	43	14	outcome	outcome	NOUN
cana-2649	43	15	.	.	PUNCT
cana-2649	44	1	2	2	NUM
cana-2649	44	2	related	relate	VERB
cana-2649	44	3	work	work	NOUN
cana-2649	44	4	across	across	ADP
cana-2649	44	5	the	the	DET
cana-2649	44	6	industrial	industrial	ADJ
cana-2649	44	7	and	and	CCONJ
cana-2649	44	8	academic	academic	ADJ
cana-2649	44	9	research	research	NOUN
cana-2649	44	10	studies	study	NOUN
cana-2649	44	11	,	,	PUNCT
cana-2649	44	12	one	one	NUM
cana-2649	44	13	of	of	ADP
cana-2649	44	14	the	the	DET
cana-2649	44	15	significant	significant	ADJ
cana-2649	44	16	topics	topic	NOUN
cana-2649	44	17	explored	explore	VERB
cana-2649	44	18	in	in	ADP
cana-2649	44	19	the	the	DET
cana-2649	44	20	data	data	NOUN
cana-2649	44	21	science	science	NOUN
cana-2649	44	22	domain	domain	NOUN
cana-2649	44	23	is	be	AUX
cana-2649	44	24	the	the	DET
cana-2649	44	25	scope	scope	NOUN
cana-2649	44	26	of	of	ADP
cana-2649	44	27	sentiment	sentiment	NOUN
cana-2649	44	28	analysis	analysis	NOUN
cana-2649	44	29	.	.	PUNCT
cana-2649	45	1	since	since	SCONJ
cana-2649	45	2	last	last	ADJ
cana-2649	45	3	decade	decade	NOUN
cana-2649	45	4	,	,	PUNCT
cana-2649	45	5	there	there	PRON
cana-2649	45	6	are	be	VERB
cana-2649	45	7	distinct	distinct	ADJ
cana-2649	45	8	set	set	NOUN
cana-2649	45	9	of	of	ADP
cana-2649	45	10	solutions	solution	NOUN
cana-2649	45	11	explored	explore	VERB
cana-2649	45	12	in	in	ADP
cana-2649	45	13	the	the	DET
cana-2649	45	14	domain	domain	NOUN
cana-2649	45	15	.	.	PUNCT
cana-2649	46	1	there	there	PRON
cana-2649	46	2	are	be	VERB
cana-2649	46	3	versatile	versatile	ADJ
cana-2649	46	4	range	range	NOUN
cana-2649	46	5	of	of	ADP
cana-2649	46	6	sentiment	sentiment	NOUN
cana-2649	46	7	analysis	analysis	NOUN
cana-2649	46	8	models	model	NOUN
cana-2649	46	9	imperative	imperative	ADJ
cana-2649	46	10	from	from	ADP
cana-2649	46	11	the	the	DET
cana-2649	46	12	literature	literature	NOUN
cana-2649	46	13	.	.	PUNCT
cana-2649	47	1	some	some	PRON
cana-2649	47	2	of	of	ADP
cana-2649	47	3	the	the	DET
cana-2649	47	4	key	key	ADJ
cana-2649	47	5	aspects	aspect	NOUN
cana-2649	47	6	which	which	PRON
cana-2649	47	7	are	be	AUX
cana-2649	47	8	seen	see	VERB
cana-2649	47	9	as	as	ADP
cana-2649	47	10	significant	significant	ADJ
cana-2649	47	11	in	in	ADP
cana-2649	47	12	the	the	DET
cana-2649	47	13	process	process	NOUN
cana-2649	47	14	of	of	ADP
cana-2649	47	15	developing	develop	VERB
cana-2649	47	16	a	a	DET
cana-2649	47	17	sentiment	sentiment	NOUN
cana-2649	47	18	analysis	analysis	NOUN
cana-2649	47	19	model	model	NOUN
cana-2649	47	20	is	be	AUX
cana-2649	47	21	discussed	discuss	VERB
cana-2649	47	22	in	in	ADP
cana-2649	47	23	this	this	DET
cana-2649	47	24	section	section	NOUN
cana-2649	47	25	.	.	PUNCT
cana-2649	48	1	strings	string	NOUN
cana-2649	48	2	,	,	PUNCT
cana-2649	48	3	words	word	NOUN
cana-2649	48	4	and	and	CCONJ
cana-2649	48	5	semantics	semantic	NOUN
cana-2649	48	6	are	be	AUX
cana-2649	48	7	standing	stand	VERB
cana-2649	48	8	as	as	ADP
cana-2649	48	9	the	the	DET
cana-2649	48	10	basic	basic	ADJ
cana-2649	48	11	elements	element	NOUN
cana-2649	48	12	,	,	PUNCT
cana-2649	48	13	around	around	ADP
cana-2649	48	14	which	which	PRON
cana-2649	48	15	any	any	DET
cana-2649	48	16	comprehensive	comprehensive	ADJ
cana-2649	48	17	set	set	NOUN
cana-2649	48	18	of	of	ADP
cana-2649	48	19	sentiment	sentiment	NOUN
cana-2649	48	20	analysis	analysis	NOUN
cana-2649	48	21	models	model	NOUN
cana-2649	48	22	are	be	AUX
cana-2649	48	23	evolving	evolve	VERB
cana-2649	48	24	.	.	PUNCT
cana-2649	49	1	indexing	indexing	NOUN
cana-2649	49	2	,	,	PUNCT
cana-2649	49	3	screening	screen	VERB
cana-2649	49	4	the	the	DET
cana-2649	49	5	posts	post	NOUN
cana-2649	49	6	for	for	ADP
cana-2649	49	7	positive	positive	ADJ
cana-2649	49	8	words	word	NOUN
cana-2649	49	9	,	,	PUNCT
cana-2649	49	10	adjectives	adjective	NOUN
cana-2649	49	11	,	,	PUNCT
cana-2649	49	12	and	and	CCONJ
cana-2649	49	13	certain	certain	ADJ
cana-2649	49	14	set	set	NOUN
cana-2649	49	15	of	of	ADP
cana-2649	49	16	words	word	NOUN
cana-2649	49	17	integral	integral	ADJ
cana-2649	49	18	to	to	ADP
cana-2649	49	19	referring	refer	VERB
cana-2649	49	20	the	the	DET
cana-2649	49	21	emotions	emotion	NOUN
cana-2649	49	22	,	,	PUNCT
cana-2649	49	23	moods	mood	NOUN
cana-2649	49	24	,	,	PUNCT
cana-2649	49	25	mindset	mindset	NOUN
cana-2649	49	26	,	,	PUNCT
cana-2649	49	27	or	or	CCONJ
cana-2649	49	28	perception	perception	NOUN
cana-2649	49	29	of	of	ADP
cana-2649	49	30	the	the	DET
cana-2649	49	31	users	user	NOUN
cana-2649	49	32	are	be	AUX
cana-2649	49	33	seen	see	VERB
cana-2649	49	34	as	as	ADP
cana-2649	49	35	the	the	DET
cana-2649	49	36	critical	critical	ADJ
cana-2649	49	37	functionality	functionality	NOUN
cana-2649	49	38	integral	integral	ADJ
cana-2649	49	39	to	to	ADP
cana-2649	49	40	classifying	classify	VERB
cana-2649	49	41	the	the	DET
cana-2649	49	42	emotions	emotion	NOUN
cana-2649	49	43	.	.	PUNCT
cana-2649	50	1	across	across	ADP
cana-2649	50	2	the	the	DET
cana-2649	50	3	spectrum	spectrum	NOUN
cana-2649	50	4	of	of	ADP
cana-2649	50	5	research	research	NOUN
cana-2649	50	6	papers	paper	NOUN
cana-2649	50	7	reviewed	review	VERB
cana-2649	50	8	,	,	PUNCT
cana-2649	50	9	there	there	PRON
cana-2649	50	10	are	be	VERB
cana-2649	50	11	patterns	pattern	NOUN
cana-2649	50	12	and	and	CCONJ
cana-2649	50	13	combination	combination	NOUN
cana-2649	50	14	of	of	ADP
cana-2649	50	15	words	word	NOUN
cana-2649	50	16	,	,	PUNCT
cana-2649	50	17	phrases	phrase	NOUN
cana-2649	50	18	or	or	CCONJ
cana-2649	50	19	emotions	emotion	NOUN
cana-2649	50	20	are	be	AUX
cana-2649	50	21	used	use	VERB
cana-2649	50	22	as	as	ADP
cana-2649	50	23	the	the	DET
cana-2649	50	24	preliminary	preliminary	ADJ
cana-2649	50	25	structure	structure	NOUN
cana-2649	50	26	for	for	ADP
cana-2649	50	27	models	model	NOUN
cana-2649	51	1	[	[	X
cana-2649	51	2	6	6	NUM
cana-2649	51	3	-	-	SYM
cana-2649	51	4	11	11	NUM
cana-2649	51	5	]	]	PUNCT
cana-2649	51	6	.	.	PUNCT
cana-2649	51	7	followed	follow	VERB
cana-2649	51	8	by	by	ADP
cana-2649	51	9	,	,	PUNCT
cana-2649	51	10	the	the	DET
cana-2649	51	11	other	other	ADJ
cana-2649	51	12	integral	integral	ADJ
cana-2649	51	13	factor	factor	NOUN
cana-2649	51	14	of	of	ADP
cana-2649	51	15	performing	perform	VERB
cana-2649	51	16	the	the	DET
cana-2649	51	17	sentiment	sentiment	NOUN
cana-2649	51	18	analysis	analysis	NOUN
cana-2649	51	19	models	model	NOUN
cana-2649	51	20	are	be	AUX
cana-2649	51	21	about	about	ADP
cana-2649	51	22	sources	source	NOUN
cana-2649	51	23	and	and	CCONJ
cana-2649	51	24	stream	stream	NOUN
cana-2649	51	25	of	of	ADP
cana-2649	51	26	data	datum	NOUN
cana-2649	51	27	being	be	AUX
cana-2649	51	28	adapted	adapt	VERB
cana-2649	51	29	by	by	ADP
cana-2649	51	30	the	the	DET
cana-2649	51	31	analysis	analysis	NOUN
cana-2649	51	32	engines	engine	NOUN
cana-2649	51	33	.	.	PUNCT
cana-2649	52	1	for	for	ADP
cana-2649	52	2	instance	instance	NOUN
cana-2649	52	3	,	,	PUNCT
cana-2649	52	4	in	in	ADP
cana-2649	52	5	the	the	DET
cana-2649	52	6	case	case	NOUN
cana-2649	52	7	of	of	ADP
cana-2649	52	8	exit	exit	NOUN
cana-2649	52	9	poll	poll	NOUN
cana-2649	52	10	kind	kind	NOUN
cana-2649	52	11	of	of	ADP
cana-2649	52	12	analysis	analysis	NOUN
cana-2649	52	13	,	,	PUNCT
cana-2649	52	14	the	the	DET
cana-2649	52	15	models	model	NOUN
cana-2649	52	16	might	might	AUX
cana-2649	52	17	rely	rely	VERB
cana-2649	52	18	on	on	ADP
cana-2649	52	19	sample	sample	NOUN
cana-2649	52	20	data	datum	NOUN
cana-2649	52	21	from	from	ADP
cana-2649	52	22	the	the	DET
cana-2649	52	23	post	post	ADJ
cana-2649	52	24	-	-	ADJ
cana-2649	52	25	event	event	ADJ
cana-2649	52	26	aspects	aspect	NOUN
cana-2649	52	27	,	,	PUNCT
cana-2649	52	28	but	but	CCONJ
cana-2649	52	29	in	in	ADP
cana-2649	52	30	the	the	DET
cana-2649	52	31	case	case	NOUN
cana-2649	52	32	of	of	ADP
cana-2649	52	33	an	an	DET
cana-2649	52	34	live	live	ADJ
cana-2649	52	35	event	event	NOUN
cana-2649	52	36	,	,	PUNCT
cana-2649	52	37	there	there	PRON
cana-2649	52	38	is	be	VERB
cana-2649	52	39	phenomenal	phenomenal	ADJ
cana-2649	52	40	importance	importance	NOUN
cana-2649	52	41	of	of	ADP
cana-2649	52	42	streaming	streaming	NOUN
cana-2649	52	43	data	datum	NOUN
cana-2649	52	44	,	,	PUNCT
cana-2649	52	45	data	datum	NOUN
cana-2649	52	46	sources	source	NOUN
cana-2649	52	47	and	and	CCONJ
cana-2649	52	48	the	the	DET
cana-2649	52	49	pace	pace	NOUN
cana-2649	52	50	in	in	ADP
cana-2649	52	51	which	which	PRON
cana-2649	52	52	the	the	DET
cana-2649	52	53	analysis	analysis	NOUN
cana-2649	52	54	can	can	AUX
cana-2649	52	55	be	be	AUX
cana-2649	52	56	executed	execute	VERB
cana-2649	52	57	by	by	ADP
cana-2649	52	58	the	the	DET
cana-2649	52	59	process	process	NOUN
cana-2649	52	60	[	[	X
cana-2649	52	61	12	12	NUM
cana-2649	52	62	-	-	SYM
cana-2649	52	63	14	14	NUM
cana-2649	52	64	]	]	PUNCT
cana-2649	52	65	.	.	PUNCT
cana-2649	53	1	the	the	DET
cana-2649	53	2	other	other	ADJ
cana-2649	53	3	key	key	ADJ
cana-2649	53	4	classification	classification	NOUN
cana-2649	53	5	evident	evident	ADJ
cana-2649	53	6	in	in	ADP
cana-2649	53	7	the	the	DET
cana-2649	53	8	system	system	NOUN
cana-2649	53	9	is	be	AUX
cana-2649	53	10	about	about	ADP
cana-2649	53	11	how	how	SCONJ
cana-2649	53	12	the	the	DET
cana-2649	53	13	machine	machine	NOUN
cana-2649	53	14	learning	learn	VERB
cana-2649	53	15	kind	kind	ADV
cana-2649	53	16	of	of	ADP
cana-2649	53	17	intelligence	intelligence	NOUN
cana-2649	53	18	systems	system	NOUN
cana-2649	53	19	are	be	AUX
cana-2649	53	20	being	be	AUX
cana-2649	53	21	adapted	adapt	VERB
cana-2649	53	22	in	in	ADP
cana-2649	53	23	the	the	DET
cana-2649	53	24	model	model	NOUN
cana-2649	53	25	.	.	PUNCT
cana-2649	54	1	the	the	DET
cana-2649	54	2	comprehensive	comprehensive	ADJ
cana-2649	54	3	review	review	NOUN
cana-2649	54	4	literature	literature	NOUN
cana-2649	54	5	studies	study	NOUN
cana-2649	54	6	indicate	indicate	VERB
cana-2649	54	7	the	the	DET
cana-2649	54	8	potential	potential	ADJ
cana-2649	54	9	ways	way	NOUN
cana-2649	54	10	in	in	ADP
cana-2649	54	11	which	which	PRON
cana-2649	54	12	the	the	DET
cana-2649	54	13	genetic	genetic	ADJ
cana-2649	54	14	algorithms	algorithm	NOUN
cana-2649	54	15	,	,	PUNCT
cana-2649	54	16	and	and	CCONJ
cana-2649	54	17	distinct	distinct	ADJ
cana-2649	54	18	set	set	NOUN
cana-2649	54	19	of	of	ADP
cana-2649	54	20	classifiers	classifier	NOUN
cana-2649	54	21	can	can	AUX
cana-2649	54	22	be	be	AUX
cana-2649	54	23	potential	potential	ADJ
cana-2649	54	24	use	use	NOUN
cana-2649	54	25	for	for	ADP
cana-2649	54	26	managing	manage	VERB
cana-2649	54	27	the	the	DET
cana-2649	54	28	process	process	NOUN
cana-2649	54	29	of	of	ADP
cana-2649	54	30	classifying	classify	VERB
cana-2649	54	31	or	or	CCONJ
cana-2649	54	32	testing	test	VERB
cana-2649	54	33	the	the	DET
cana-2649	54	34	sentiments	sentiment	NOUN
cana-2649	54	35	across	across	ADP
cana-2649	54	36	the	the	DET
cana-2649	54	37	topics	topic	NOUN
cana-2649	54	38	.	.	PUNCT
cana-2649	55	1	while	while	SCONJ
cana-2649	55	2	some	some	DET
cana-2649	55	3	models	model	NOUN
cana-2649	55	4	were	be	AUX
cana-2649	55	5	created	create	VERB
cana-2649	55	6	agnostic	agnostic	ADJ
cana-2649	55	7	to	to	ADP
cana-2649	55	8	any	any	DET
cana-2649	55	9	specific	specific	ADJ
cana-2649	55	10	topic	topic	NOUN
cana-2649	55	11	or	or	CCONJ
cana-2649	55	12	activity	activity	NOUN
cana-2649	55	13	,	,	PUNCT
cana-2649	55	14	few	few	ADJ
cana-2649	55	15	of	of	ADP
cana-2649	55	16	the	the	DET
cana-2649	55	17	sentiment	sentiment	NOUN
cana-2649	55	18	analysis	analysis	NOUN
cana-2649	55	19	models	model	NOUN
cana-2649	55	20	are	be	AUX
cana-2649	55	21	attributed	attribute	VERB
cana-2649	55	22	to	to	ADP
cana-2649	55	23	specific	specific	ADJ
cana-2649	55	24	kind	kind	NOUN
cana-2649	55	25	of	of	ADP
cana-2649	55	26	social	social	ADJ
cana-2649	55	27	media	medium	NOUN
cana-2649	55	28	tools	tool	NOUN
cana-2649	55	29	.	.	PUNCT
cana-2649	56	1	the	the	DET
cana-2649	56	2	complexities	complexity	NOUN
cana-2649	56	3	in	in	ADP
cana-2649	56	4	the	the	DET
cana-2649	56	5	sentiment	sentiment	NOUN
cana-2649	56	6	analysis	analysis	NOUN
cana-2649	56	7	models	model	NOUN
cana-2649	56	8	are	be	AUX
cana-2649	56	9	envisaged	envisage	VERB
cana-2649	56	10	in	in	ADP
cana-2649	56	11	the	the	DET
cana-2649	56	12	case	case	NOUN
cana-2649	56	13	of	of	ADP
cana-2649	56	14	unstructured	unstructured	ADJ
cana-2649	56	15	data	datum	NOUN
cana-2649	56	16	and	and	CCONJ
cana-2649	56	17	comprehensive	comprehensive	ADJ
cana-2649	56	18	data	datum	NOUN
cana-2649	56	19	,	,	PUNCT
cana-2649	56	20	unlike	unlike	ADP
cana-2649	56	21	the	the	DET
cana-2649	56	22	scale	scale	NOUN
cana-2649	56	23	-	-	PUNCT
cana-2649	56	24	metric	metric	ADJ
cana-2649	56	25	data	data	NOUN
cana-2649	56	26	conditions	condition	NOUN
cana-2649	56	27	[	[	X
cana-2649	56	28	15	15	NUM
cana-2649	56	29	-	-	SYM
cana-2649	56	30	19	19	NUM
cana-2649	56	31	]	]	PUNCT
cana-2649	56	32	.	.	PUNCT
cana-2649	57	1	the	the	DET
cana-2649	57	2	studies	study	NOUN
cana-2649	57	3	have	have	AUX
cana-2649	57	4	focused	focus	VERB
cana-2649	57	5	on	on	ADP
cana-2649	57	6	intrinsic	intrinsic	ADJ
cana-2649	57	7	issues	issue	NOUN
cana-2649	57	8	like	like	ADP
cana-2649	57	9	the	the	DET
cana-2649	57	10	quality	quality	NOUN
cana-2649	57	11	of	of	ADP
cana-2649	57	12	index	index	NOUN
cana-2649	57	13	words	word	NOUN
cana-2649	57	14	or	or	CCONJ
cana-2649	57	15	screening	screening	NOUN
cana-2649	57	16	process	process	NOUN
cana-2649	57	17	,	,	PUNCT
cana-2649	57	18	scope	scope	NOUN
cana-2649	57	19	of	of	ADP
cana-2649	57	20	classifiers	classifier	NOUN
cana-2649	57	21	and	and	CCONJ
cana-2649	57	22	time	time	NOUN
cana-2649	57	23	,	,	PUNCT
cana-2649	57	24	performance	performance	NOUN
cana-2649	57	25	quality	quality	NOUN
cana-2649	57	26	in	in	ADP
cana-2649	57	27	capturing	capture	VERB
cana-2649	57	28	the	the	DET
cana-2649	57	29	right	right	ADJ
cana-2649	57	30	kind	kind	NOUN
cana-2649	57	31	of	of	ADP
cana-2649	57	32	sentiments	sentiment	NOUN
cana-2649	57	33	.	.	PUNCT
cana-2649	58	1	but	but	CCONJ
cana-2649	58	2	there	there	PRON
cana-2649	58	3	are	be	VERB
cana-2649	58	4	possibly	possibly	ADV
cana-2649	58	5	very	very	ADV
cana-2649	58	6	few	few	ADJ
cana-2649	58	7	studies	study	NOUN
cana-2649	58	8	that	that	PRON
cana-2649	58	9	targeted	target	VERB
cana-2649	58	10	the	the	DET
cana-2649	58	11	underlying	underlie	VERB
cana-2649	58	12	factors	factor	NOUN
cana-2649	58	13	impacting	impact	VERB
cana-2649	58	14	the	the	DET
cana-2649	58	15	sentiment	sentiment	NOUN
cana-2649	58	16	analysis	analysis	NOUN
cana-2649	58	17	,	,	PUNCT
cana-2649	58	18	and	and	CCONJ
cana-2649	58	19	the	the	DET
cana-2649	58	20	gap	gap	NOUN
cana-2649	58	21	is	be	AUX
cana-2649	58	22	wide	wide	ADJ
cana-2649	58	23	for	for	ADP
cana-2649	58	24	future	future	ADJ
cana-2649	58	25	study	study	NOUN
cana-2649	58	26	explorations	exploration	NOUN
cana-2649	58	27	.	.	PUNCT
cana-2649	59	1	communications	communication	NOUN
cana-2649	59	2	on	on	ADP
cana-2649	59	3	applied	apply	VERB
cana-2649	59	4	nonlinear	nonlinear	ADJ
cana-2649	59	5	analysis	analysis	NOUN
cana-2649	59	6	issn	issn	NOUN
cana-2649	59	7	:	:	PUNCT
cana-2649	59	8	1074	1074	NUM
cana-2649	59	9	-	-	PUNCT
cana-2649	59	10	133x	133x	NUM
cana-2649	59	11	vol	vol	NOUN
cana-2649	59	12	32	32	NUM
cana-2649	59	13	no	no	NOUN
cana-2649	59	14	.	.	PUNCT
cana-2649	60	1	3s	3s	NUM
cana-2649	60	2	(	(	PUNCT
cana-2649	60	3	2025	2025	NUM
cana-2649	60	4	)	)	PUNCT
cana-2649	60	5	365	365	NUM
cana-2649	60	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-2649	60	7	3	3	NUM
cana-2649	60	8	pestle	pestle	NOUN
cana-2649	60	9	framework	framework	NOUN
cana-2649	60	10	based	base	VERB
cana-2649	60	11	sentiment	sentiment	NOUN
cana-2649	60	12	analysis	analysis	NOUN
cana-2649	60	13	patten	patten	VERB
cana-2649	60	14	3.1	3.1	NUM
cana-2649	60	15	rationale	rationale	NOUN
cana-2649	60	16	for	for	ADP
cana-2649	60	17	the	the	DET
cana-2649	60	18	model	model	NOUN
cana-2649	60	19	in	in	ADP
cana-2649	60	20	the	the	DET
cana-2649	60	21	general	general	ADJ
cana-2649	60	22	management	management	NOUN
cana-2649	60	23	theory	theory	NOUN
cana-2649	60	24	,	,	PUNCT
cana-2649	60	25	the	the	DET
cana-2649	60	26	external	external	ADJ
cana-2649	60	27	factors	factor	NOUN
cana-2649	60	28	related	relate	VERB
cana-2649	60	29	analysis	analysis	NOUN
cana-2649	60	30	for	for	ADP
cana-2649	60	31	a	a	DET
cana-2649	60	32	product	product	NOUN
cana-2649	60	33	is	be	AUX
cana-2649	60	34	carried	carry	VERB
cana-2649	60	35	out	out	ADP
cana-2649	60	36	based	base	VERB
cana-2649	60	37	different	different	ADJ
cana-2649	60	38	theoretic	theoretic	NOUN
cana-2649	60	39	models	model	NOUN
cana-2649	60	40	,	,	PUNCT
cana-2649	60	41	and	and	CCONJ
cana-2649	60	42	one	one	NUM
cana-2649	60	43	such	such	ADJ
cana-2649	60	44	popular	popular	ADJ
cana-2649	60	45	framework	framework	NOUN
cana-2649	60	46	for	for	ADP
cana-2649	60	47	analysis	analysis	NOUN
cana-2649	60	48	is	be	AUX
cana-2649	60	49	the	the	DET
cana-2649	60	50	pestle	pestle	NOUN
cana-2649	60	51	analysis	analysis	NOUN
cana-2649	60	52	model	model	NOUN
cana-2649	60	53	.	.	PUNCT
cana-2649	61	1	in	in	ADP
cana-2649	61	2	the	the	DET
cana-2649	61	3	pestle	pestle	NOUN
cana-2649	61	4	framework	framework	NOUN
cana-2649	61	5	,	,	PUNCT
cana-2649	61	6	the	the	DET
cana-2649	61	7	fundamental	fundamental	ADJ
cana-2649	61	8	element	element	NOUN
cana-2649	61	9	is	be	AUX
cana-2649	61	10	analyzed	analyze	VERB
cana-2649	61	11	using	use	VERB
cana-2649	61	12	different	different	ADJ
cana-2649	61	13	aspects	aspect	NOUN
cana-2649	61	14	like	like	ADP
cana-2649	61	15	the	the	DET
cana-2649	61	16	political	political	ADJ
cana-2649	61	17	,	,	PUNCT
cana-2649	61	18	economic	economic	ADJ
cana-2649	61	19	,	,	PUNCT
cana-2649	61	20	social	social	ADJ
cana-2649	61	21	,	,	PUNCT
cana-2649	61	22	technological	technological	ADJ
cana-2649	61	23	,	,	PUNCT
cana-2649	61	24	legal	legal	ADJ
cana-2649	61	25	,	,	PUNCT
cana-2649	61	26	or	or	CCONJ
cana-2649	61	27	environmental	environmental	ADJ
cana-2649	61	28	.	.	PUNCT
cana-2649	62	1	a	a	DET
cana-2649	62	2	simpler	simple	ADJ
cana-2649	62	3	understanding	understanding	NOUN
cana-2649	62	4	of	of	ADP
cana-2649	62	5	the	the	DET
cana-2649	62	6	subject	subject	NOUN
cana-2649	62	7	is	be	AUX
cana-2649	62	8	how	how	SCONJ
cana-2649	62	9	any	any	DET
cana-2649	62	10	event	event	NOUN
cana-2649	62	11	or	or	CCONJ
cana-2649	62	12	occurrence	occurrence	NOUN
cana-2649	62	13	or	or	CCONJ
cana-2649	62	14	news	news	NOUN
cana-2649	62	15	has	have	VERB
cana-2649	62	16	the	the	DET
cana-2649	62	17	influence	influence	NOUN
cana-2649	62	18	of	of	ADP
cana-2649	62	19	the	the	DET
cana-2649	62	20	mentioned	mention	VERB
cana-2649	62	21	elements	element	NOUN
cana-2649	62	22	.	.	PUNCT
cana-2649	63	1	by	by	ADP
cana-2649	63	2	adapting	adapt	VERB
cana-2649	63	3	such	such	ADJ
cana-2649	63	4	detailed	detailed	ADJ
cana-2649	63	5	framework	framework	NOUN
cana-2649	63	6	analysis	analysis	NOUN
cana-2649	63	7	,	,	PUNCT
cana-2649	63	8	it	it	PRON
cana-2649	63	9	helps	help	VERB
cana-2649	63	10	in	in	ADP
cana-2649	63	11	understanding	understanding	NOUN
cana-2649	63	12	where	where	SCONJ
cana-2649	63	13	and	and	CCONJ
cana-2649	63	14	how	how	SCONJ
cana-2649	63	15	the	the	DET
cana-2649	63	16	influence	influence	NOUN
cana-2649	63	17	is	be	AUX
cana-2649	63	18	,	,	PUNCT
cana-2649	63	19	and	and	CCONJ
cana-2649	63	20	the	the	DET
cana-2649	63	21	measures	measure	NOUN
cana-2649	63	22	essential	essential	ADJ
cana-2649	63	23	for	for	ADP
cana-2649	63	24	addressing	address	VERB
cana-2649	63	25	such	such	ADJ
cana-2649	63	26	elements	element	NOUN
cana-2649	63	27	to	to	PART
cana-2649	63	28	boost	boost	VERB
cana-2649	63	29	or	or	CCONJ
cana-2649	63	30	neutralize	neutralize	VERB
cana-2649	63	31	the	the	DET
cana-2649	63	32	facets	facet	NOUN
cana-2649	63	33	.	.	PUNCT
cana-2649	64	1	applying	apply	VERB
cana-2649	64	2	the	the	DET
cana-2649	64	3	same	same	ADJ
cana-2649	64	4	to	to	ADP
cana-2649	64	5	the	the	DET
cana-2649	64	6	context	context	NOUN
cana-2649	64	7	of	of	ADP
cana-2649	64	8	sentiment	sentiment	NOUN
cana-2649	64	9	analysis	analysis	NOUN
cana-2649	64	10	modeling	modeling	NOUN
cana-2649	64	11	and	and	CCONJ
cana-2649	64	12	spectrum	spectrum	NOUN
cana-2649	64	13	,	,	PUNCT
cana-2649	64	14	though	though	SCONJ
cana-2649	64	15	the	the	DET
cana-2649	64	16	root	root	NOUN
cana-2649	64	17	-	-	PUNCT
cana-2649	64	18	cause	cause	NOUN
cana-2649	64	19	issue	issue	NOUN
cana-2649	64	20	for	for	ADP
cana-2649	64	21	a	a	DET
cana-2649	64	22	sentiment	sentiment	NOUN
cana-2649	64	23	arising	arise	VERB
cana-2649	64	24	is	be	AUX
cana-2649	64	25	one	one	NUM
cana-2649	64	26	element	element	NOUN
cana-2649	64	27	,	,	PUNCT
cana-2649	64	28	the	the	DET
cana-2649	64	29	actual	actual	ADJ
cana-2649	64	30	boosting	boosting	NOUN
cana-2649	64	31	of	of	ADP
cana-2649	64	32	such	such	ADJ
cana-2649	64	33	sentiment	sentiment	NOUN
cana-2649	64	34	could	could	AUX
cana-2649	64	35	be	be	AUX
cana-2649	64	36	a	a	DET
cana-2649	64	37	triggered	trigger	VERB
cana-2649	64	38	by	by	ADP
cana-2649	64	39	other	other	ADJ
cana-2649	64	40	elements	element	NOUN
cana-2649	64	41	.	.	PUNCT
cana-2649	65	1	identifying	identify	VERB
cana-2649	65	2	specific	specific	ADJ
cana-2649	65	3	elements	element	NOUN
cana-2649	65	4	or	or	CCONJ
cana-2649	65	5	the	the	DET
cana-2649	65	6	weightage	weightage	NOUN
cana-2649	65	7	of	of	ADP
cana-2649	65	8	influence	influence	NOUN
cana-2649	65	9	by	by	ADP
cana-2649	65	10	each	each	PRON
cana-2649	65	11	of	of	ADP
cana-2649	65	12	the	the	DET
cana-2649	65	13	elements	element	NOUN
cana-2649	65	14	towards	towards	ADP
cana-2649	65	15	a	a	DET
cana-2649	65	16	specific	specific	ADJ
cana-2649	65	17	problem	problem	NOUN
cana-2649	65	18	can	can	AUX
cana-2649	65	19	lead	lead	VERB
cana-2649	65	20	to	to	ADP
cana-2649	65	21	more	more	ADV
cana-2649	65	22	intrinsic	intrinsic	ADJ
cana-2649	65	23	analysis	analysis	NOUN
cana-2649	65	24	,	,	PUNCT
cana-2649	65	25	and	and	CCONJ
cana-2649	65	26	better	well	ADJ
cana-2649	65	27	decision	decision	NOUN
cana-2649	65	28	-	-	PUNCT
cana-2649	65	29	making	make	VERB
cana-2649	65	30	process	process	NOUN
cana-2649	65	31	.	.	PUNCT
cana-2649	66	1	aiming	aim	VERB
cana-2649	66	2	at	at	ADP
cana-2649	66	3	the	the	DET
cana-2649	66	4	scope	scope	NOUN
cana-2649	66	5	for	for	ADP
cana-2649	66	6	such	such	ADJ
cana-2649	66	7	analysis	analysis	NOUN
cana-2649	66	8	,	,	PUNCT
cana-2649	66	9	it	it	PRON
cana-2649	66	10	is	be	AUX
cana-2649	66	11	presumed	presume	VERB
cana-2649	66	12	that	that	SCONJ
cana-2649	66	13	the	the	DET
cana-2649	66	14	model	model	NOUN
cana-2649	66	15	proposed	propose	VERB
cana-2649	66	16	in	in	ADP
cana-2649	66	17	this	this	DET
cana-2649	66	18	manuscript	manuscript	NOUN
cana-2649	66	19	can	can	AUX
cana-2649	66	20	be	be	AUX
cana-2649	66	21	a	a	DET
cana-2649	66	22	potential	potential	ADJ
cana-2649	66	23	solution	solution	NOUN
cana-2649	66	24	[	[	X
cana-2649	66	25	20	20	NUM
cana-2649	66	26	]	]	PUNCT
cana-2649	66	27	.	.	PUNCT
cana-2649	67	1	3.2	3.2	NUM
cana-2649	67	2	pestle	pestle	NOUN
cana-2649	67	3	framework	framework	NOUN
cana-2649	67	4	an	an	DET
cana-2649	67	5	organisation	organisation	NOUN
cana-2649	67	6	,	,	PUNCT
cana-2649	67	7	business	business	NOUN
cana-2649	67	8	,	,	PUNCT
cana-2649	67	9	product	product	NOUN
cana-2649	67	10	,	,	PUNCT
cana-2649	67	11	as	as	ADV
cana-2649	67	12	well	well	ADV
cana-2649	67	13	as	as	ADP
cana-2649	67	14	service	service	NOUN
cana-2649	67	15	can	can	AUX
cana-2649	67	16	have	have	VERB
cana-2649	67	17	its	its	PRON
cana-2649	67	18	outcomes	outcome	NOUN
cana-2649	67	19	considerably	considerably	ADV
cana-2649	67	20	impacted	impact	VERB
cana-2649	67	21	by	by	ADP
cana-2649	67	22	external	external	ADJ
cana-2649	67	23	variables	variable	NOUN
cana-2649	67	24	such	such	ADJ
cana-2649	67	25	as	as	ADP
cana-2649	67	26	political	political	ADJ
cana-2649	67	27	,	,	PUNCT
cana-2649	67	28	sociological	sociological	ADJ
cana-2649	67	29	,	,	PUNCT
cana-2649	67	30	economic	economic	ADJ
cana-2649	67	31	,	,	PUNCT
cana-2649	67	32	technological	technological	ADJ
cana-2649	67	33	,	,	PUNCT
cana-2649	67	34	legal	legal	ADJ
cana-2649	67	35	,	,	PUNCT
cana-2649	67	36	as	as	ADV
cana-2649	67	37	well	well	ADV
cana-2649	67	38	as	as	ADP
cana-2649	67	39	environmental	environmental	ADJ
cana-2649	67	40	elements	element	NOUN
cana-2649	67	41	that	that	PRON
cana-2649	67	42	are	be	AUX
cana-2649	67	43	studied	study	VERB
cana-2649	67	44	inside	inside	ADP
cana-2649	67	45	a	a	DET
cana-2649	67	46	pestle	pestle	NOUN
cana-2649	67	47	analysis	analysis	NOUN
cana-2649	67	48	.	.	PUNCT
cana-2649	68	1	the	the	DET
cana-2649	68	2	model	model	NOUN
cana-2649	68	3	's	's	PART
cana-2649	68	4	simplicity	simplicity	NOUN
cana-2649	68	5	in	in	ADP
cana-2649	68	6	applying	apply	VERB
cana-2649	68	7	to	to	ADP
cana-2649	68	8	many	many	ADJ
cana-2649	68	9	circumstances	circumstance	NOUN
cana-2649	68	10	is	be	AUX
cana-2649	68	11	one	one	NUM
cana-2649	68	12	of	of	ADP
cana-2649	68	13	its	its	PRON
cana-2649	68	14	main	main	ADJ
cana-2649	68	15	advantages	advantage	NOUN
cana-2649	68	16	,	,	PUNCT
cana-2649	68	17	so	so	SCONJ
cana-2649	68	18	this	this	DET
cana-2649	68	19	framework	framework	NOUN
cana-2649	68	20	has	have	AUX
cana-2649	68	21	been	be	AUX
cana-2649	68	22	utilised	utilise	VERB
cana-2649	68	23	for	for	ADP
cana-2649	68	24	decades	decade	NOUN
cana-2649	68	25	inside	inside	ADP
cana-2649	68	26	the	the	DET
cana-2649	68	27	method	method	NOUN
cana-2649	68	28	of	of	ADP
cana-2649	68	29	making	make	VERB
cana-2649	68	30	strategic	strategic	ADJ
cana-2649	68	31	decisions	decision	NOUN
cana-2649	68	32	.	.	PUNCT
cana-2649	69	1	one	one	NUM
cana-2649	69	2	of	of	ADP
cana-2649	69	3	the	the	DET
cana-2649	69	4	underlying	underlie	VERB
cana-2649	69	5	motivations	motivation	NOUN
cana-2649	69	6	for	for	ADP
cana-2649	69	7	performing	perform	VERB
cana-2649	69	8	sentiment	sentiment	NOUN
cana-2649	69	9	analysis	analysis	NOUN
cana-2649	69	10	was	be	AUX
cana-2649	69	11	related	relate	VERB
cana-2649	69	12	to	to	ADP
cana-2649	69	13	the	the	DET
cana-2649	69	14	decisionmaking	decisionmake	VERB
cana-2649	69	15	process	process	NOUN
cana-2649	69	16	,	,	PUNCT
cana-2649	69	17	as	as	ADV
cana-2649	69	18	well	well	ADV
cana-2649	69	19	as	as	ADP
cana-2649	69	20	the	the	DET
cana-2649	69	21	pestle	pestle	NOUN
cana-2649	69	22	system	system	NOUN
cana-2649	69	23	,	,	PUNCT
cana-2649	69	24	if	if	SCONJ
cana-2649	69	25	applied	apply	VERB
cana-2649	69	26	towards	towards	ADP
cana-2649	69	27	the	the	DET
cana-2649	69	28	analysis	analysis	NOUN
cana-2649	69	29	itself	itself	PRON
cana-2649	69	30	,	,	PUNCT
cana-2649	69	31	will	will	AUX
cana-2649	69	32	aid	aid	VERB
cana-2649	69	33	in	in	ADP
cana-2649	69	34	the	the	DET
cana-2649	69	35	identification	identification	NOUN
cana-2649	69	36	of	of	ADP
cana-2649	69	37	specific	specific	ADJ
cana-2649	69	38	types	type	NOUN
cana-2649	69	39	or	or	CCONJ
cana-2649	69	40	macro	macro	ADJ
cana-2649	69	41	-	-	ADJ
cana-2649	69	42	environmental	environmental	ADJ
cana-2649	69	43	elements	element	NOUN
cana-2649	69	44	[	[	X
cana-2649	69	45	21	21	NUM
cana-2649	69	46	]	]	PUNCT
cana-2649	69	47	.	.	PUNCT
cana-2649	70	1	investigate	investigate	VERB
cana-2649	70	2	the	the	DET
cana-2649	70	3	primary	primary	ADJ
cana-2649	70	4	environmental	environmental	ADJ
cana-2649	70	5	influences	influence	NOUN
cana-2649	70	6	on	on	ADP
cana-2649	70	7	an	an	DET
cana-2649	70	8	organisation	organisation	NOUN
cana-2649	70	9	(	(	PUNCT
cana-2649	70	10	political	political	ADJ
cana-2649	70	11	,	,	PUNCT
cana-2649	70	12	sociological	sociological	ADJ
cana-2649	70	13	,	,	PUNCT
cana-2649	70	14	economic	economic	ADJ
cana-2649	70	15	,	,	PUNCT
cana-2649	70	16	technological	technological	ADJ
cana-2649	70	17	,	,	PUNCT
cana-2649	70	18	legal	legal	ADJ
cana-2649	70	19	,	,	PUNCT
cana-2649	70	20	as	as	ADV
cana-2649	70	21	well	well	ADV
cana-2649	70	22	as	as	ADP
cana-2649	70	23	environmental	environmental	ADJ
cana-2649	70	24	)	)	PUNCT
cana-2649	70	25	.	.	PUNCT
cana-2649	71	1	it	it	PRON
cana-2649	71	2	may	may	AUX
cana-2649	71	3	be	be	AUX
cana-2649	71	4	applied	apply	VERB
cana-2649	71	5	in	in	ADP
cana-2649	71	6	a	a	DET
cana-2649	71	7	variety	variety	NOUN
cana-2649	71	8	of	of	ADP
cana-2649	71	9	situations	situation	NOUN
cana-2649	71	10	and	and	CCONJ
cana-2649	71	11	help	help	VERB
cana-2649	71	12	senior	senior	ADJ
cana-2649	71	13	managers	manager	NOUN
cana-2649	71	14	as	as	ADV
cana-2649	71	15	well	well	ADV
cana-2649	71	16	as	as	ADP
cana-2649	71	17	human	human	ADJ
cana-2649	71	18	resources	resource	NOUN
cana-2649	71	19	experts	expert	NOUN
cana-2649	71	20	make	make	VERB
cana-2649	71	21	strategic	strategic	ADJ
cana-2649	71	22	decisions	decision	NOUN
cana-2649	71	23	.	.	PUNCT
cana-2649	72	1	it	it	PRON
cana-2649	72	2	can	can	AUX
cana-2649	72	3	be	be	AUX
cana-2649	72	4	used	use	VERB
cana-2649	72	5	as	as	ADP
cana-2649	72	6	an	an	DET
cana-2649	72	7	organisational	organisational	ADJ
cana-2649	72	8	tool	tool	NOUN
cana-2649	72	9	to	to	PART
cana-2649	72	10	recognize	recognize	VERB
cana-2649	72	11	the	the	DET
cana-2649	72	12	elements	element	NOUN
cana-2649	72	13	that	that	PRON
cana-2649	72	14	cause	cause	VERB
cana-2649	72	15	development	development	NOUN
cana-2649	72	16	or	or	CCONJ
cana-2649	72	17	decline	decline	VERB
cana-2649	72	18	in	in	ADP
cana-2649	72	19	relation	relation	NOUN
cana-2649	72	20	to	to	ADP
cana-2649	72	21	problems	problem	NOUN
cana-2649	72	22	,	,	PUNCT
cana-2649	72	23	potential	potential	ADJ
cana-2649	72	24	,	,	PUNCT
cana-2649	72	25	as	as	ADV
cana-2649	72	26	well	well	ADV
cana-2649	72	27	as	as	ADP
cana-2649	72	28	operational	operational	ADJ
cana-2649	72	29	direction	direction	NOUN
cana-2649	72	30	,	,	PUNCT
cana-2649	72	31	as	as	ADP
cana-2649	72	32	complement	complement	NOUN
cana-2649	72	33	to	to	ADP
cana-2649	72	34	the	the	DET
cana-2649	72	35	aspects	aspect	NOUN
cana-2649	72	36	of	of	ADP
cana-2649	72	37	the	the	DET
cana-2649	72	38	company	company	NOUN
cana-2649	72	39	position	position	NOUN
cana-2649	72	40	[	[	X
cana-2649	72	41	22	22	NUM
cana-2649	72	42	]	]	PUNCT
cana-2649	72	43	image	image	NOUN
cana-2649	72	44	1	1	NUM
cana-2649	72	45	.	.	PUNCT
cana-2649	73	1	communications	communication	NOUN
cana-2649	73	2	on	on	ADP
cana-2649	73	3	applied	apply	VERB
cana-2649	73	4	nonlinear	nonlinear	ADJ
cana-2649	73	5	analysis	analysis	NOUN
cana-2649	73	6	issn	issn	NOUN
cana-2649	73	7	:	:	PUNCT
cana-2649	73	8	1074	1074	NUM
cana-2649	73	9	-	-	PUNCT
cana-2649	73	10	133x	133x	NUM
cana-2649	73	11	vol	vol	NOUN
cana-2649	73	12	32	32	NUM
cana-2649	73	13	no	no	NOUN
cana-2649	73	14	.	.	PUNCT
cana-2649	74	1	3s	3s	NUM
cana-2649	74	2	(	(	PUNCT
cana-2649	74	3	2025	2025	NUM
cana-2649	74	4	)	)	PUNCT
cana-2649	74	5	366	366	NUM
cana-2649	74	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	74	7	figure	figure	NOUN
cana-2649	74	8	1	1	NUM
cana-2649	74	9	:	:	PUNCT
cana-2649	74	10	pestle	pestle	VERB
cana-2649	74	11	analysis	analysis	NOUN
cana-2649	74	12	3.3	3.3	NUM
cana-2649	74	13	model	model	NOUN
cana-2649	74	14	narrative	narrative	NOUN
cana-2649	74	15	sentiment	sentiment	NOUN
cana-2649	74	16	analysis	analysis	NOUN
cana-2649	74	17	using	use	VERB
cana-2649	74	18	the	the	DET
cana-2649	74	19	pestle	pestle	NOUN
cana-2649	74	20	framework	framework	NOUN
cana-2649	74	21	pattern	pattern	NOUN
cana-2649	74	22	is	be	AUX
cana-2649	74	23	explained	explain	VERB
cana-2649	74	24	in	in	ADP
cana-2649	74	25	this	this	DET
cana-2649	74	26	sub	sub	NOUN
cana-2649	74	27	-	-	NOUN
cana-2649	74	28	section	section	NOUN
cana-2649	74	29	.	.	PUNCT
cana-2649	75	1	firstly	firstly	ADV
cana-2649	75	2	,	,	PUNCT
cana-2649	75	3	for	for	ADP
cana-2649	75	4	a	a	DET
cana-2649	75	5	news	news	NOUN
cana-2649	75	6	or	or	CCONJ
cana-2649	75	7	a	a	DET
cana-2649	75	8	viewpoint	viewpoint	NOUN
cana-2649	75	9	or	or	CCONJ
cana-2649	75	10	an	an	DET
cana-2649	75	11	occurrence	occurrence	NOUN
cana-2649	75	12	,	,	PUNCT
cana-2649	75	13	using	use	VERB
cana-2649	75	14	any	any	PRON
cana-2649	75	15	of	of	ADP
cana-2649	75	16	the	the	DET
cana-2649	75	17	existing	exist	VERB
cana-2649	75	18	solutions	solution	NOUN
cana-2649	75	19	,	,	PUNCT
cana-2649	75	20	the	the	DET
cana-2649	75	21	positive	positive	ADJ
cana-2649	75	22	or	or	CCONJ
cana-2649	75	23	negative	negative	ADJ
cana-2649	75	24	or	or	CCONJ
cana-2649	75	25	neutral	neutral	ADJ
cana-2649	75	26	sentiment	sentiment	NOUN
cana-2649	75	27	view	view	VERB
cana-2649	75	28	related	relate	VERB
cana-2649	75	29	outcome	outcome	NOUN
cana-2649	75	30	is	be	AUX
cana-2649	75	31	adjudged	adjudge	VERB
cana-2649	75	32	.	.	PUNCT
cana-2649	76	1	post	post	VERB
cana-2649	76	2	the	the	DET
cana-2649	76	3	process	process	NOUN
cana-2649	76	4	of	of	ADP
cana-2649	76	5	adjudgment	adjudgment	NOUN
cana-2649	76	6	,	,	PUNCT
cana-2649	76	7	the	the	DET
cana-2649	76	8	application	application	NOUN
cana-2649	76	9	of	of	ADP
cana-2649	76	10	pestle	pestle	NOUN
cana-2649	76	11	framework	framework	NOUN
cana-2649	76	12	shall	shall	AUX
cana-2649	76	13	be	be	AUX
cana-2649	76	14	initiated	initiate	VERB
cana-2649	76	15	to	to	PART
cana-2649	76	16	understand	understand	VERB
cana-2649	76	17	the	the	DET
cana-2649	76	18	correlation	correlation	NOUN
cana-2649	76	19	of	of	ADP
cana-2649	76	20	the	the	DET
cana-2649	76	21	chosen	choose	VERB
cana-2649	76	22	external	external	ADJ
cana-2649	76	23	factors	factor	NOUN
cana-2649	76	24	influencing	influence	VERB
cana-2649	76	25	the	the	DET
cana-2649	76	26	current	current	ADJ
cana-2649	76	27	sentiment	sentiment	NOUN
cana-2649	76	28	pattern	pattern	NOUN
cana-2649	76	29	.	.	PUNCT
cana-2649	77	1	in	in	ADP
cana-2649	77	2	the	the	DET
cana-2649	77	3	application	application	NOUN
cana-2649	77	4	of	of	ADP
cana-2649	77	5	the	the	DET
cana-2649	77	6	model	model	NOUN
cana-2649	77	7	,	,	PUNCT
cana-2649	77	8	the	the	DET
cana-2649	77	9	process	process	NOUN
cana-2649	77	10	adapted	adapt	VERB
cana-2649	77	11	is	be	AUX
cana-2649	77	12	to	to	PART
cana-2649	77	13	have	have	VERB
cana-2649	77	14	the	the	DET
cana-2649	77	15	weightage	weightage	NOUN
cana-2649	77	16	mechanism	mechanism	NOUN
cana-2649	77	17	for	for	ADP
cana-2649	77	18	each	each	PRON
cana-2649	77	19	of	of	ADP
cana-2649	77	20	the	the	DET
cana-2649	77	21	six	six	NUM
cana-2649	77	22	factors	factor	NOUN
cana-2649	77	23	(	(	PUNCT
cana-2649	77	24	political	political	ADJ
cana-2649	77	25	,	,	PUNCT
cana-2649	77	26	economic	economic	ADJ
cana-2649	77	27	,	,	PUNCT
cana-2649	77	28	sociological	sociological	ADJ
cana-2649	77	29	,	,	PUNCT
cana-2649	77	30	technological	technological	ADJ
cana-2649	77	31	,	,	PUNCT
cana-2649	77	32	legal	legal	ADJ
cana-2649	77	33	and	and	CCONJ
cana-2649	77	34	environmental	environmental	ADJ
cana-2649	77	35	)	)	PUNCT
cana-2649	77	36	and	and	CCONJ
cana-2649	77	37	use	use	VERB
cana-2649	77	38	them	they	PRON
cana-2649	77	39	for	for	ADP
cana-2649	77	40	detailed	detailed	ADJ
cana-2649	77	41	analysis	analysis	NOUN
cana-2649	77	42	.	.	PUNCT
cana-2649	78	1	the	the	DET
cana-2649	78	2	preform	preform	NOUN
cana-2649	78	3	followed	follow	VERB
cana-2649	78	4	for	for	SCONJ
cana-2649	78	5	the	the	DET
cana-2649	78	6	weightage	weightage	NOUN
cana-2649	78	7	process	process	NOUN
cana-2649	78	8	is	be	AUX
cana-2649	78	9	mentioned	mention	VERB
cana-2649	78	10	in	in	ADP
cana-2649	78	11	the	the	DET
cana-2649	78	12	table	table	NOUN
cana-2649	78	13	below	below	ADP
cana-2649	78	14	table	table	NOUN
cana-2649	78	15	1	1	NUM
cana-2649	78	16	.	.	PUNCT
cana-2649	78	17	table	table	NOUN
cana-2649	78	18	1	1	NUM
cana-2649	78	19	:	:	PUNCT
cana-2649	78	20	the	the	DET
cana-2649	78	21	weightage	weightage	NOUN
cana-2649	78	22	process	process	NOUN
cana-2649	78	23	external	external	ADJ
cana-2649	78	24	factor	factor	NOUN
cana-2649	78	25	classification	classification	NOUN
cana-2649	78	26	criteria	criterion	NOUN
cana-2649	78	27	description	description	NOUN
cana-2649	78	28	political	political	VERB
cana-2649	78	29	the	the	DET
cana-2649	78	30	tweets	tweet	NOUN
cana-2649	78	31	or	or	CCONJ
cana-2649	78	32	views	view	NOUN
cana-2649	78	33	or	or	CCONJ
cana-2649	78	34	posts	post	NOUN
cana-2649	78	35	garnered	garner	VERB
cana-2649	78	36	should	should	AUX
cana-2649	78	37	have	have	VERB
cana-2649	78	38	words	word	NOUN
cana-2649	78	39	or	or	CCONJ
cana-2649	78	40	strings	string	NOUN
cana-2649	78	41	related	relate	VERB
cana-2649	78	42	to	to	ADP
cana-2649	78	43	politics	politic	NOUN
cana-2649	78	44	.	.	PUNCT
cana-2649	79	1	communications	communication	NOUN
cana-2649	79	2	on	on	ADP
cana-2649	79	3	applied	apply	VERB
cana-2649	79	4	nonlinear	nonlinear	ADJ
cana-2649	79	5	analysis	analysis	NOUN
cana-2649	79	6	issn	issn	NOUN
cana-2649	79	7	:	:	PUNCT
cana-2649	79	8	1074	1074	NUM
cana-2649	79	9	-	-	PUNCT
cana-2649	79	10	133x	133x	NUM
cana-2649	79	11	vol	vol	NOUN
cana-2649	79	12	32	32	NUM
cana-2649	79	13	no	no	NOUN
cana-2649	79	14	.	.	PUNCT
cana-2649	80	1	3s	3s	NUM
cana-2649	80	2	(	(	PUNCT
cana-2649	80	3	2025	2025	NUM
cana-2649	80	4	)	)	PUNCT
cana-2649	80	5	367	367	NUM
cana-2649	80	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	80	7	the	the	DET
cana-2649	80	8	tweets	tweet	NOUN
cana-2649	80	9	or	or	CCONJ
cana-2649	80	10	views	view	NOUN
cana-2649	80	11	or	or	CCONJ
cana-2649	80	12	posts	post	NOUN
cana-2649	80	13	garnered	garner	VERB
cana-2649	80	14	can	can	AUX
cana-2649	80	15	be	be	AUX
cana-2649	80	16	from	from	ADP
cana-2649	80	17	political	political	ADJ
cana-2649	80	18	affiliated	affiliated	ADJ
cana-2649	80	19	sources	source	NOUN
cana-2649	80	20	like	like	ADP
cana-2649	80	21	politicians	politician	NOUN
cana-2649	80	22	,	,	PUNCT
cana-2649	80	23	parliamentary	parliamentary	ADJ
cana-2649	80	24	committees	committee	NOUN
cana-2649	80	25	,	,	PUNCT
cana-2649	80	26	or	or	CCONJ
cana-2649	80	27	governance	governance	NOUN
cana-2649	80	28	related	related	ADJ
cana-2649	80	29	parties	party	NOUN
cana-2649	80	30	.	.	PUNCT
cana-2649	81	1	for	for	ADP
cana-2649	81	2	each	each	PRON
cana-2649	81	3	of	of	ADP
cana-2649	81	4	such	such	ADJ
cana-2649	81	5	view	view	NOUN
cana-2649	81	6	or	or	CCONJ
cana-2649	81	7	post	post	NOUN
cana-2649	81	8	,	,	PUNCT
cana-2649	81	9	one	one	NUM
cana-2649	81	10	point	point	NOUN
cana-2649	81	11	is	be	AUX
cana-2649	81	12	added	add	VERB
cana-2649	81	13	to	to	ADP
cana-2649	81	14	the	the	DET
cana-2649	81	15	rank	rank	NOUN
cana-2649	81	16	volume	volume	NOUN
cana-2649	81	17	defined	define	VERB
cana-2649	81	18	as	as	ADP
cana-2649	81	19	rv	rv	PROPN
cana-2649	81	20	.	.	PUNCT
cana-2649	82	1	in	in	ADP
cana-2649	82	2	the	the	DET
cana-2649	82	3	given	give	VERB
cana-2649	82	4	period	period	NOUN
cana-2649	82	5	,	,	PUNCT
cana-2649	82	6	total	total	ADJ
cana-2649	82	7	no	no	INTJ
cana-2649	82	8	.	.	PUNCT
cana-2649	82	9	of	of	ADP
cana-2649	82	10	rvs	rvs	NOUN
cana-2649	82	11	for	for	ADP
cana-2649	82	12	a	a	DET
cana-2649	82	13	factor	factor	NOUN
cana-2649	82	14	is	be	AUX
cana-2649	82	15	seen	see	VERB
cana-2649	82	16	as	as	ADP
cana-2649	82	17	important	important	ADJ
cana-2649	82	18	metric	metric	ADJ
cana-2649	82	19	.	.	PUNCT
cana-2649	83	1	economical	economical	ADJ
cana-2649	83	2	the	the	DET
cana-2649	83	3	tweets	tweet	NOUN
cana-2649	83	4	or	or	CCONJ
cana-2649	83	5	views	view	NOUN
cana-2649	83	6	or	or	CCONJ
cana-2649	83	7	posts	post	NOUN
cana-2649	83	8	garnered	garner	VERB
cana-2649	83	9	should	should	AUX
cana-2649	83	10	have	have	VERB
cana-2649	83	11	words	word	NOUN
cana-2649	83	12	or	or	CCONJ
cana-2649	83	13	strings	string	NOUN
cana-2649	83	14	related	relate	VERB
cana-2649	83	15	to	to	ADP
cana-2649	83	16	economics	economic	NOUN
cana-2649	83	17	.	.	PUNCT
cana-2649	84	1	the	the	DET
cana-2649	84	2	tweets	tweet	NOUN
cana-2649	84	3	or	or	CCONJ
cana-2649	84	4	views	view	NOUN
cana-2649	84	5	or	or	CCONJ
cana-2649	84	6	posts	post	NOUN
cana-2649	84	7	garnered	garner	VERB
cana-2649	84	8	can	can	AUX
cana-2649	84	9	be	be	AUX
cana-2649	84	10	from	from	ADP
cana-2649	84	11	affiliated	affiliated	ADJ
cana-2649	84	12	sources	source	NOUN
cana-2649	84	13	like	like	ADP
cana-2649	84	14	economists	economist	NOUN
cana-2649	84	15	,	,	PUNCT
cana-2649	84	16	finance	finance	NOUN
cana-2649	84	17	professionals	professional	NOUN
cana-2649	84	18	,	,	PUNCT
cana-2649	84	19	banking	banking	NOUN
cana-2649	84	20	professionals	professional	NOUN
cana-2649	84	21	,	,	PUNCT
cana-2649	84	22	parliamentary	parliamentary	ADJ
cana-2649	84	23	committees	committee	NOUN
cana-2649	84	24	,	,	PUNCT
cana-2649	84	25	or	or	CCONJ
cana-2649	84	26	governance	governance	NOUN
cana-2649	84	27	related	related	ADJ
cana-2649	84	28	parties	party	NOUN
cana-2649	84	29	.	.	PUNCT
cana-2649	85	1	for	for	ADP
cana-2649	85	2	each	each	PRON
cana-2649	85	3	of	of	ADP
cana-2649	85	4	such	such	ADJ
cana-2649	85	5	view	view	NOUN
cana-2649	85	6	or	or	CCONJ
cana-2649	85	7	post	post	NOUN
cana-2649	85	8	attributing	attribute	VERB
cana-2649	85	9	to	to	ADP
cana-2649	85	10	economic	economic	ADJ
cana-2649	85	11	dimension	dimension	NOUN
cana-2649	85	12	of	of	ADP
cana-2649	85	13	words	word	NOUN
cana-2649	85	14	or	or	CCONJ
cana-2649	85	15	posts	post	NOUN
cana-2649	85	16	,	,	PUNCT
cana-2649	85	17	one	one	NUM
cana-2649	85	18	point	point	NOUN
cana-2649	85	19	is	be	AUX
cana-2649	85	20	added	add	VERB
cana-2649	85	21	to	to	ADP
cana-2649	85	22	the	the	DET
cana-2649	85	23	rank	rank	NOUN
cana-2649	85	24	volume	volume	NOUN
cana-2649	85	25	defined	define	VERB
cana-2649	85	26	as	as	ADP
cana-2649	85	27	rv	rv	PROPN
cana-2649	85	28	.	.	PUNCT
cana-2649	86	1	in	in	ADP
cana-2649	86	2	the	the	DET
cana-2649	86	3	given	give	VERB
cana-2649	86	4	period	period	NOUN
cana-2649	86	5	,	,	PUNCT
cana-2649	86	6	total	total	ADJ
cana-2649	86	7	no	no	INTJ
cana-2649	86	8	.	.	PUNCT
cana-2649	86	9	of	of	ADP
cana-2649	86	10	rvs	rvs	NOUN
cana-2649	86	11	for	for	ADP
cana-2649	86	12	a	a	DET
cana-2649	86	13	factor	factor	NOUN
cana-2649	86	14	is	be	AUX
cana-2649	86	15	seen	see	VERB
cana-2649	86	16	as	as	ADP
cana-2649	86	17	important	important	ADJ
cana-2649	86	18	.	.	PUNCT
cana-2649	87	1	social	social	VERB
cana-2649	87	2	the	the	DET
cana-2649	87	3	tweets	tweet	NOUN
cana-2649	87	4	or	or	CCONJ
cana-2649	87	5	views	view	NOUN
cana-2649	87	6	or	or	CCONJ
cana-2649	87	7	posts	post	NOUN
cana-2649	87	8	garnered	garner	VERB
cana-2649	87	9	should	should	AUX
cana-2649	87	10	have	have	VERB
cana-2649	87	11	words	word	NOUN
cana-2649	87	12	or	or	CCONJ
cana-2649	87	13	strings	string	NOUN
cana-2649	87	14	related	relate	VERB
cana-2649	87	15	to	to	ADP
cana-2649	87	16	social	social	ADJ
cana-2649	87	17	aspects	aspect	NOUN
cana-2649	87	18	like	like	ADP
cana-2649	87	19	culture	culture	NOUN
cana-2649	87	20	,	,	PUNCT
cana-2649	87	21	religion	religion	NOUN
cana-2649	87	22	,	,	PUNCT
cana-2649	87	23	society	society	NOUN
cana-2649	87	24	,	,	PUNCT
cana-2649	87	25	socio	socio	NOUN
cana-2649	87	26	-	-	PUNCT
cana-2649	87	27	culture	culture	NOUN
cana-2649	87	28	etc	etc	X
cana-2649	87	29	.	.	PUNCT
cana-2649	88	1	the	the	DET
cana-2649	88	2	tweets	tweet	NOUN
cana-2649	88	3	or	or	CCONJ
cana-2649	88	4	views	view	NOUN
cana-2649	88	5	or	or	CCONJ
cana-2649	88	6	posts	post	NOUN
cana-2649	88	7	garnered	garner	VERB
cana-2649	88	8	can	can	AUX
cana-2649	88	9	be	be	AUX
cana-2649	88	10	from	from	ADP
cana-2649	88	11	political	political	ADJ
cana-2649	88	12	affiliated	affiliated	ADJ
cana-2649	88	13	sources	source	NOUN
cana-2649	88	14	like	like	ADP
cana-2649	88	15	activists	activist	NOUN
cana-2649	88	16	,	,	PUNCT
cana-2649	88	17	ngos	ngo	NOUN
cana-2649	88	18	,	,	PUNCT
cana-2649	88	19	or	or	CCONJ
cana-2649	88	20	welfare	welfare	NOUN
cana-2649	88	21	societies	society	NOUN
cana-2649	88	22	,	,	PUNCT
cana-2649	88	23	charity	charity	NOUN
cana-2649	88	24	people	people	NOUN
cana-2649	88	25	,	,	PUNCT
cana-2649	88	26	philanthropies	philanthropy	NOUN
cana-2649	88	27	,	,	PUNCT
cana-2649	88	28	public	public	ADJ
cana-2649	88	29	views	view	NOUN
cana-2649	88	30	.	.	PUNCT
cana-2649	89	1	for	for	ADP
cana-2649	89	2	each	each	PRON
cana-2649	89	3	of	of	ADP
cana-2649	89	4	such	such	ADJ
cana-2649	89	5	view	view	NOUN
cana-2649	89	6	or	or	CCONJ
cana-2649	89	7	post	post	NOUN
cana-2649	89	8	,	,	PUNCT
cana-2649	89	9	one	one	NUM
cana-2649	89	10	point	point	NOUN
cana-2649	89	11	is	be	AUX
cana-2649	89	12	added	add	VERB
cana-2649	89	13	to	to	ADP
cana-2649	89	14	the	the	DET
cana-2649	89	15	rank	rank	NOUN
cana-2649	89	16	volume	volume	NOUN
cana-2649	89	17	defined	define	VERB
cana-2649	89	18	as	as	ADP
cana-2649	89	19	rv	rv	PROPN
cana-2649	89	20	.	.	PUNCT
cana-2649	90	1	in	in	ADP
cana-2649	90	2	the	the	DET
cana-2649	90	3	given	give	VERB
cana-2649	90	4	period	period	NOUN
cana-2649	90	5	,	,	PUNCT
cana-2649	90	6	total	total	ADJ
cana-2649	90	7	no	no	INTJ
cana-2649	90	8	.	.	PUNCT
cana-2649	90	9	of	of	ADP
cana-2649	90	10	rvs	rvs	NOUN
cana-2649	90	11	for	for	ADP
cana-2649	90	12	a	a	DET
cana-2649	90	13	factor	factor	NOUN
cana-2649	90	14	is	be	AUX
cana-2649	90	15	seen	see	VERB
cana-2649	90	16	as	as	ADP
cana-2649	90	17	important	important	ADJ
cana-2649	90	18	.	.	PUNCT
cana-2649	91	1	technology	technology	VERB
cana-2649	91	2	the	the	DET
cana-2649	91	3	tweets	tweet	NOUN
cana-2649	91	4	or	or	CCONJ
cana-2649	91	5	views	view	NOUN
cana-2649	91	6	or	or	CCONJ
cana-2649	91	7	posts	post	NOUN
cana-2649	91	8	garnered	garner	VERB
cana-2649	91	9	should	should	AUX
cana-2649	91	10	be	be	AUX
cana-2649	91	11	viral	viral	ADJ
cana-2649	91	12	in	in	ADP
cana-2649	91	13	large	large	ADJ
cana-2649	91	14	scales	scale	NOUN
cana-2649	91	15	and	and	CCONJ
cana-2649	91	16	the	the	DET
cana-2649	91	17	volume	volume	NOUN
cana-2649	91	18	of	of	ADP
cana-2649	91	19	forwards	forward	NOUN
cana-2649	91	20	or	or	CCONJ
cana-2649	91	21	likes	like	NOUN
cana-2649	91	22	or	or	CCONJ
cana-2649	91	23	re	re	NOUN
cana-2649	91	24	-	-	NOUN
cana-2649	91	25	tweets	tweet	NOUN
cana-2649	91	26	shall	shall	AUX
cana-2649	91	27	be	be	AUX
cana-2649	91	28	the	the	DET
cana-2649	91	29	index	index	NOUN
cana-2649	91	30	criteria	criterion	NOUN
cana-2649	91	31	for	for	ADP
cana-2649	91	32	adding	add	VERB
cana-2649	91	33	the	the	DET
cana-2649	91	34	rank	rank	NOUN
cana-2649	91	35	volume	volume	NOUN
cana-2649	91	36	points	point	NOUN
cana-2649	91	37	.	.	PUNCT
cana-2649	92	1	the	the	DET
cana-2649	92	2	tweets	tweet	NOUN
cana-2649	92	3	or	or	CCONJ
cana-2649	92	4	views	view	NOUN
cana-2649	92	5	or	or	CCONJ
cana-2649	92	6	posts	post	NOUN
cana-2649	92	7	garnered	garner	VERB
cana-2649	92	8	gathering	gather	VERB
cana-2649	92	9	more	more	ADJ
cana-2649	92	10	forwards	forward	NOUN
cana-2649	92	11	or	or	CCONJ
cana-2649	92	12	engagements	engagement	NOUN
cana-2649	92	13	or	or	CCONJ
cana-2649	92	14	likes	like	NOUN
cana-2649	92	15	or	or	CCONJ
cana-2649	92	16	dislikes	dislike	NOUN
cana-2649	92	17	etc	etc	X
cana-2649	92	18	.	.	X
cana-2649	93	1	are	be	AUX
cana-2649	93	2	the	the	DET
cana-2649	93	3	criteria	criterion	NOUN
cana-2649	93	4	for	for	ADP
cana-2649	93	5	the	the	DET
cana-2649	93	6	rank	rank	NOUN
cana-2649	93	7	volume	volume	NOUN
cana-2649	93	8	addition	addition	NOUN
cana-2649	93	9	.	.	PUNCT
cana-2649	94	1	for	for	ADP
cana-2649	94	2	each	each	PRON
cana-2649	94	3	of	of	ADP
cana-2649	94	4	such	such	ADJ
cana-2649	94	5	view	view	NOUN
cana-2649	94	6	or	or	CCONJ
cana-2649	94	7	retweet	retweet	VERB
cana-2649	94	8	or	or	CCONJ
cana-2649	94	9	forwards	forward	NOUN
cana-2649	94	10	or	or	CCONJ
cana-2649	94	11	group	group	NOUN
cana-2649	94	12	messages	message	NOUN
cana-2649	94	13	,	,	PUNCT
cana-2649	94	14	one	one	NUM
cana-2649	94	15	point	point	NOUN
cana-2649	94	16	is	be	AUX
cana-2649	94	17	added	add	VERB
cana-2649	94	18	to	to	ADP
cana-2649	94	19	the	the	DET
cana-2649	94	20	rank	rank	NOUN
cana-2649	94	21	volume	volume	NOUN
cana-2649	94	22	defined	define	VERB
cana-2649	94	23	as	as	ADP
cana-2649	94	24	rv	rv	PROPN
cana-2649	94	25	.	.	PUNCT
cana-2649	95	1	in	in	ADP
cana-2649	95	2	the	the	DET
cana-2649	95	3	given	give	VERB
cana-2649	95	4	period	period	NOUN
cana-2649	95	5	,	,	PUNCT
cana-2649	95	6	total	total	ADJ
cana-2649	95	7	no	no	INTJ
cana-2649	95	8	.	.	PUNCT
cana-2649	95	9	of	of	ADP
cana-2649	95	10	rvs	rvs	NOUN
cana-2649	95	11	for	for	ADP
cana-2649	95	12	a	a	DET
cana-2649	95	13	factor	factor	NOUN
cana-2649	95	14	is	be	AUX
cana-2649	95	15	seen	see	VERB
cana-2649	95	16	as	as	ADP
cana-2649	95	17	important	important	ADJ
cana-2649	95	18	.	.	PUNCT
cana-2649	96	1	legal	legal	ADJ
cana-2649	96	2	the	the	DET
cana-2649	96	3	tweets	tweet	NOUN
cana-2649	96	4	or	or	CCONJ
cana-2649	96	5	views	view	NOUN
cana-2649	96	6	or	or	CCONJ
cana-2649	96	7	posts	post	NOUN
cana-2649	96	8	garnered	garner	VERB
cana-2649	96	9	should	should	AUX
cana-2649	96	10	have	have	VERB
cana-2649	96	11	words	word	NOUN
cana-2649	96	12	or	or	CCONJ
cana-2649	96	13	strings	string	NOUN
cana-2649	96	14	related	relate	VERB
cana-2649	96	15	to	to	ADP
cana-2649	96	16	legal	legal	ADJ
cana-2649	96	17	,	,	PUNCT
cana-2649	96	18	para	para	ADJ
cana-2649	96	19	-	-	PUNCT
cana-2649	96	20	legal	legal	ADJ
cana-2649	96	21	terminologies	terminology	NOUN
cana-2649	96	22	.	.	PUNCT
cana-2649	97	1	the	the	DET
cana-2649	97	2	tweets	tweet	NOUN
cana-2649	97	3	or	or	CCONJ
cana-2649	97	4	views	view	NOUN
cana-2649	97	5	or	or	CCONJ
cana-2649	97	6	posts	post	NOUN
cana-2649	97	7	garnered	garner	VERB
cana-2649	97	8	can	can	AUX
cana-2649	97	9	be	be	AUX
cana-2649	97	10	from	from	ADP
cana-2649	97	11	affiliated	affiliated	ADJ
cana-2649	97	12	sources	source	NOUN
cana-2649	97	13	like	like	ADP
cana-2649	97	14	legal	legal	ADJ
cana-2649	97	15	teams	team	NOUN
cana-2649	97	16	,	,	PUNCT
cana-2649	97	17	law	law	NOUN
cana-2649	97	18	firms	firm	NOUN
cana-2649	97	19	,	,	PUNCT
cana-2649	97	20	advisory	advisory	ADJ
cana-2649	97	21	firms	firm	NOUN
cana-2649	97	22	,	,	PUNCT
cana-2649	97	23	market	market	NOUN
cana-2649	97	24	research	research	NOUN
cana-2649	97	25	firms	firm	NOUN
cana-2649	97	26	,	,	PUNCT
cana-2649	97	27	paralegal	paralegal	ADJ
cana-2649	97	28	teams	team	NOUN
cana-2649	97	29	etc	etc	X
cana-2649	97	30	.	.	X
cana-2649	97	31	for	for	SCONJ
cana-2649	97	32	each	each	PRON
cana-2649	97	33	of	of	ADP
cana-2649	97	34	such	such	ADJ
cana-2649	97	35	view	view	NOUN
cana-2649	97	36	or	or	CCONJ
cana-2649	97	37	post	post	NOUN
cana-2649	97	38	attributing	attribute	VERB
cana-2649	97	39	to	to	ADP
cana-2649	97	40	economic	economic	ADJ
cana-2649	97	41	dimension	dimension	NOUN
cana-2649	97	42	of	of	ADP
cana-2649	97	43	words	word	NOUN
cana-2649	97	44	or	or	CCONJ
cana-2649	97	45	posts	post	NOUN
cana-2649	97	46	,	,	PUNCT
cana-2649	97	47	one	one	NUM
cana-2649	97	48	point	point	NOUN
cana-2649	97	49	is	be	AUX
cana-2649	97	50	added	add	VERB
cana-2649	97	51	to	to	ADP
cana-2649	97	52	the	the	DET
cana-2649	97	53	rank	rank	NOUN
cana-2649	97	54	volume	volume	NOUN
cana-2649	97	55	defined	define	VERB
cana-2649	97	56	as	as	ADP
cana-2649	97	57	rv	rv	PROPN
cana-2649	97	58	.	.	PUNCT
cana-2649	98	1	in	in	ADP
cana-2649	98	2	the	the	DET
cana-2649	98	3	given	give	VERB
cana-2649	98	4	period	period	NOUN
cana-2649	98	5	,	,	PUNCT
cana-2649	98	6	total	total	ADJ
cana-2649	98	7	no	no	INTJ
cana-2649	98	8	.	.	PUNCT
cana-2649	98	9	of	of	ADP
cana-2649	98	10	rvs	rvs	NOUN
cana-2649	98	11	for	for	ADP
cana-2649	98	12	a	a	DET
cana-2649	98	13	factor	factor	NOUN
cana-2649	98	14	is	be	AUX
cana-2649	98	15	seen	see	VERB
cana-2649	98	16	as	as	ADP
cana-2649	98	17	important	important	ADJ
cana-2649	98	18	.	.	PUNCT
cana-2649	99	1	environmental	environmental	VERB
cana-2649	99	2	the	the	DET
cana-2649	99	3	tweets	tweet	NOUN
cana-2649	99	4	or	or	CCONJ
cana-2649	99	5	views	view	NOUN
cana-2649	99	6	or	or	CCONJ
cana-2649	99	7	posts	post	NOUN
cana-2649	99	8	garnered	garner	VERB
cana-2649	99	9	should	should	AUX
cana-2649	99	10	have	have	VERB
cana-2649	99	11	words	word	NOUN
cana-2649	99	12	or	or	CCONJ
cana-2649	99	13	strings	string	NOUN
cana-2649	99	14	related	relate	VERB
cana-2649	99	15	to	to	ADP
cana-2649	99	16	environmental	environmental	ADJ
cana-2649	99	17	,	,	PUNCT
cana-2649	99	18	climate	climate	NOUN
cana-2649	99	19	,	,	PUNCT
cana-2649	99	20	weather	weather	NOUN
cana-2649	99	21	,	,	PUNCT
cana-2649	99	22	earth	earth	NOUN
cana-2649	99	23	,	,	PUNCT
cana-2649	99	24	air	air	NOUN
cana-2649	99	25	,	,	PUNCT
cana-2649	99	26	water	water	NOUN
cana-2649	99	27	etc	etc	X
cana-2649	99	28	.	.	PUNCT
cana-2649	100	1	the	the	DET
cana-2649	100	2	tweets	tweet	NOUN
cana-2649	100	3	or	or	CCONJ
cana-2649	100	4	views	view	NOUN
cana-2649	100	5	or	or	CCONJ
cana-2649	100	6	posts	post	NOUN
cana-2649	100	7	garnered	garner	VERB
cana-2649	100	8	can	can	AUX
cana-2649	100	9	be	be	AUX
cana-2649	100	10	from	from	ADP
cana-2649	100	11	affiliated	affiliated	ADJ
cana-2649	100	12	sources	source	NOUN
cana-2649	100	13	like	like	ADP
cana-2649	100	14	activists	activist	NOUN
cana-2649	100	15	,	,	PUNCT
cana-2649	100	16	ngos	ngo	NOUN
cana-2649	100	17	,	,	PUNCT
cana-2649	100	18	agro	agro	NOUN
cana-2649	100	19	communities	community	NOUN
cana-2649	100	20	,	,	PUNCT
cana-2649	100	21	farming	farming	NOUN
cana-2649	100	22	groups	group	NOUN
cana-2649	100	23	,	,	PUNCT
cana-2649	100	24	etc	etc	X
cana-2649	100	25	.	.	X
cana-2649	100	26	communications	communication	NOUN
cana-2649	100	27	on	on	ADP
cana-2649	100	28	applied	apply	VERB
cana-2649	100	29	nonlinear	nonlinear	ADJ
cana-2649	100	30	analysis	analysis	NOUN
cana-2649	100	31	issn	issn	NOUN
cana-2649	100	32	:	:	PUNCT
cana-2649	100	33	1074	1074	NUM
cana-2649	100	34	-	-	PUNCT
cana-2649	100	35	133x	133x	NUM
cana-2649	100	36	vol	vol	NOUN
cana-2649	100	37	32	32	NUM
cana-2649	101	1	no	no	NOUN
cana-2649	101	2	.	.	PUNCT
cana-2649	102	1	3s	3s	NUM
cana-2649	102	2	(	(	PUNCT
cana-2649	102	3	2025	2025	NUM
cana-2649	102	4	)	)	PUNCT
cana-2649	102	5	368	368	NUM
cana-2649	102	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	102	7	for	for	ADP
cana-2649	102	8	each	each	PRON
cana-2649	102	9	of	of	ADP
cana-2649	102	10	such	such	ADJ
cana-2649	102	11	view	view	NOUN
cana-2649	102	12	or	or	CCONJ
cana-2649	102	13	post	post	NOUN
cana-2649	102	14	attributing	attribute	VERB
cana-2649	102	15	to	to	ADP
cana-2649	102	16	economic	economic	ADJ
cana-2649	102	17	dimension	dimension	NOUN
cana-2649	102	18	of	of	ADP
cana-2649	102	19	words	word	NOUN
cana-2649	102	20	or	or	CCONJ
cana-2649	102	21	posts	post	NOUN
cana-2649	102	22	,	,	PUNCT
cana-2649	102	23	one	one	NUM
cana-2649	102	24	point	point	NOUN
cana-2649	102	25	is	be	AUX
cana-2649	102	26	added	add	VERB
cana-2649	102	27	to	to	ADP
cana-2649	102	28	the	the	DET
cana-2649	102	29	rank	rank	NOUN
cana-2649	102	30	volume	volume	NOUN
cana-2649	102	31	defined	define	VERB
cana-2649	102	32	as	as	ADP
cana-2649	102	33	rv	rv	PROPN
cana-2649	102	34	.	.	PUNCT
cana-2649	103	1	in	in	ADP
cana-2649	103	2	the	the	DET
cana-2649	103	3	given	give	VERB
cana-2649	103	4	period	period	NOUN
cana-2649	103	5	,	,	PUNCT
cana-2649	103	6	total	total	ADJ
cana-2649	103	7	no	no	INTJ
cana-2649	103	8	.	.	PUNCT
cana-2649	103	9	of	of	ADP
cana-2649	103	10	rvs	rvs	NOUN
cana-2649	103	11	for	for	ADP
cana-2649	103	12	a	a	DET
cana-2649	103	13	factor	factor	NOUN
cana-2649	103	14	is	be	AUX
cana-2649	103	15	seen	see	VERB
cana-2649	103	16	as	as	ADP
cana-2649	103	17	important	important	ADJ
cana-2649	103	18	.	.	PUNCT
cana-2649	104	1	•	•	NOUN
cana-2649	104	2	indexing	indexing	NOUN
cana-2649	104	3	pattern	pattern	NOUN
cana-2649	104	4	for	for	ADP
cana-2649	104	5	words	word	NOUN
cana-2649	104	6	or	or	CCONJ
cana-2649	104	7	strings	string	VERB
cana-2649	104	8	the	the	DET
cana-2649	104	9	indexing	indexing	NOUN
cana-2649	104	10	for	for	ADP
cana-2649	104	11	each	each	PRON
cana-2649	104	12	of	of	ADP
cana-2649	104	13	the	the	DET
cana-2649	104	14	external	external	ADJ
cana-2649	104	15	factor	factor	NOUN
cana-2649	104	16	discussed	discuss	VERB
cana-2649	104	17	shall	shall	AUX
cana-2649	104	18	be	be	AUX
cana-2649	104	19	an	an	DET
cana-2649	104	20	addition	addition	NOUN
cana-2649	104	21	of	of	ADP
cana-2649	104	22	words	word	NOUN
cana-2649	104	23	felt	feel	VERB
cana-2649	104	24	appropriate	appropriate	ADJ
cana-2649	104	25	to	to	ADP
cana-2649	104	26	the	the	DET
cana-2649	104	27	context	context	NOUN
cana-2649	104	28	,	,	PUNCT
cana-2649	104	29	and	and	CCONJ
cana-2649	104	30	each	each	PRON
cana-2649	104	31	of	of	ADP
cana-2649	104	32	the	the	DET
cana-2649	104	33	word	word	NOUN
cana-2649	104	34	could	could	AUX
cana-2649	104	35	be	be	AUX
cana-2649	104	36	added	add	VERB
cana-2649	104	37	to	to	ADP
cana-2649	104	38	multiple	multiple	ADJ
cana-2649	104	39	external	external	ADJ
cana-2649	104	40	factors	factor	NOUN
cana-2649	104	41	among	among	ADP
cana-2649	104	42	the	the	DET
cana-2649	104	43	six	six	NUM
cana-2649	104	44	chosen	choose	VERB
cana-2649	104	45	factors	factor	NOUN
cana-2649	104	46	.	.	PUNCT
cana-2649	105	1	in	in	ADP
cana-2649	105	2	the	the	DET
cana-2649	105	3	case	case	NOUN
cana-2649	105	4	of	of	ADP
cana-2649	105	5	one	one	NUM
cana-2649	105	6	word	word	NOUN
cana-2649	105	7	being	be	AUX
cana-2649	105	8	in	in	ADP
cana-2649	105	9	multiple	multiple	ADJ
cana-2649	105	10	factor	factor	NOUN
cana-2649	105	11	index	index	NOUN
cana-2649	105	12	,	,	PUNCT
cana-2649	105	13	still	still	ADV
cana-2649	105	14	the	the	DET
cana-2649	105	15	ranking	rank	VERB
cana-2649	105	16	volume	volume	NOUN
cana-2649	105	17	points	point	NOUN
cana-2649	105	18	are	be	AUX
cana-2649	105	19	added	add	VERB
cana-2649	105	20	to	to	ADP
cana-2649	105	21	the	the	DET
cana-2649	105	22	individual	individual	ADJ
cana-2649	105	23	factor	factor	NOUN
cana-2649	105	24	as	as	ADP
cana-2649	105	25	independent	independent	ADJ
cana-2649	105	26	[	[	X
cana-2649	105	27	23	23	NUM
cana-2649	105	28	]	]	PUNCT
cana-2649	105	29	.	.	PUNCT
cana-2649	106	1	for	for	ADP
cana-2649	106	2	example	example	NOUN
cana-2649	106	3	,	,	PUNCT
cana-2649	106	4	if	if	SCONJ
cana-2649	106	5	there	there	PRON
cana-2649	106	6	is	be	VERB
cana-2649	106	7	a	a	DET
cana-2649	106	8	news	news	NOUN
cana-2649	106	9	on	on	ADP
cana-2649	106	10	election	election	NOUN
cana-2649	106	11	,	,	PUNCT
cana-2649	106	12	and	and	CCONJ
cana-2649	106	13	view	view	NOUN
cana-2649	106	14	posts	post	NOUN
cana-2649	106	15	are	be	AUX
cana-2649	106	16	having	have	VERB
cana-2649	106	17	words	word	NOUN
cana-2649	106	18	like	like	ADP
cana-2649	106	19	“	"	PUNCT
cana-2649	106	20	poor	poor	ADJ
cana-2649	106	21	policies	policy	NOUN
cana-2649	106	22	”	"	PUNCT
cana-2649	106	23	,	,	PUNCT
cana-2649	106	24	poor	poor	ADJ
cana-2649	106	25	policies	policy	NOUN
cana-2649	106	26	could	could	AUX
cana-2649	106	27	be	be	AUX
cana-2649	106	28	a	a	DET
cana-2649	106	29	string	string	NOUN
cana-2649	106	30	in	in	ADP
cana-2649	106	31	economic	economic	ADJ
cana-2649	106	32	,	,	PUNCT
cana-2649	106	33	legal	legal	ADJ
cana-2649	106	34	or	or	CCONJ
cana-2649	106	35	political	political	ADJ
cana-2649	106	36	.	.	PUNCT
cana-2649	107	1	in	in	ADP
cana-2649	107	2	such	such	ADJ
cana-2649	107	3	cases	case	NOUN
cana-2649	107	4	,	,	PUNCT
cana-2649	107	5	all	all	DET
cana-2649	107	6	the	the	DET
cana-2649	107	7	three	three	NUM
cana-2649	107	8	factors	factor	NOUN
cana-2649	107	9	will	will	AUX
cana-2649	107	10	garner	garner	VERB
cana-2649	107	11	one	one	NUM
cana-2649	107	12	respective	respective	ADJ
cana-2649	107	13	point	point	NOUN
cana-2649	107	14	addition	addition	NOUN
cana-2649	107	15	to	to	ADP
cana-2649	107	16	the	the	DET
cana-2649	107	17	ranking	ranking	NOUN
cana-2649	107	18	volume	volume	NOUN
cana-2649	107	19	.	.	PUNCT
cana-2649	108	1	•	•	NUM
cana-2649	108	2	indexing	index	VERB
cana-2649	108	3	the	the	DET
cana-2649	108	4	post	post	NOUN
cana-2649	108	5	sources	source	NOUN
cana-2649	108	6	affiliated	affiliate	VERB
cana-2649	108	7	sources	source	NOUN
cana-2649	108	8	could	could	AUX
cana-2649	108	9	be	be	AUX
cana-2649	108	10	a	a	DET
cana-2649	108	11	manual	manual	ADJ
cana-2649	108	12	addition	addition	NOUN
cana-2649	108	13	,	,	PUNCT
cana-2649	108	14	or	or	CCONJ
cana-2649	108	15	a	a	DET
cana-2649	108	16	filtered	filter	VERB
cana-2649	108	17	source	source	NOUN
cana-2649	108	18	detection	detection	NOUN
cana-2649	108	19	model	model	NOUN
cana-2649	108	20	adapted	adapt	VERB
cana-2649	108	21	to	to	PART
cana-2649	108	22	add	add	VERB
cana-2649	108	23	or	or	CCONJ
cana-2649	108	24	revise	revise	VERB
cana-2649	108	25	to	to	ADP
cana-2649	108	26	the	the	DET
cana-2649	108	27	existing	exist	VERB
cana-2649	108	28	source	source	NOUN
cana-2649	108	29	database	database	NOUN
cana-2649	108	30	in	in	ADP
cana-2649	108	31	the	the	DET
cana-2649	108	32	system	system	NOUN
cana-2649	108	33	.	.	PUNCT
cana-2649	109	1	once	once	SCONJ
cana-2649	109	2	the	the	DET
cana-2649	109	3	system	system	NOUN
cana-2649	109	4	captures	capture	VERB
cana-2649	109	5	such	such	ADJ
cana-2649	109	6	information	information	NOUN
cana-2649	109	7	,	,	PUNCT
cana-2649	109	8	such	such	ADJ
cana-2649	109	9	sources	source	NOUN
cana-2649	109	10	are	be	AUX
cana-2649	109	11	considered	consider	VERB
cana-2649	109	12	as	as	ADP
cana-2649	109	13	authentic	authentic	ADJ
cana-2649	109	14	[	[	X
cana-2649	109	15	19	19	NUM
cana-2649	109	16	]	]	PUNCT
cana-2649	109	17	.	.	PUNCT
cana-2649	110	1	•	•	NUM
cana-2649	110	2	ranking	ranking	NOUN
cana-2649	110	3	volume	volume	NOUN
cana-2649	110	4	approach	approach	NOUN
cana-2649	110	5	for	for	ADP
cana-2649	110	6	each	each	PRON
cana-2649	110	7	of	of	ADP
cana-2649	110	8	the	the	DET
cana-2649	110	9	post	post	NOUN
cana-2649	110	10	as	as	ADP
cana-2649	110	11	positive	positive	ADJ
cana-2649	110	12	or	or	CCONJ
cana-2649	110	13	negative	negative	ADJ
cana-2649	110	14	or	or	CCONJ
cana-2649	110	15	neutral	neutral	ADJ
cana-2649	110	16	,	,	PUNCT
cana-2649	110	17	there	there	PRON
cana-2649	110	18	is	be	VERB
cana-2649	110	19	y	y	PROPN
cana-2649	110	20	number	number	NOUN
cana-2649	110	21	of	of	ADP
cana-2649	110	22	tweets	tweet	NOUN
cana-2649	110	23	that	that	PRON
cana-2649	110	24	are	be	AUX
cana-2649	110	25	used	use	VERB
cana-2649	110	26	as	as	ADP
cana-2649	110	27	the	the	DET
cana-2649	110	28	basis	basis	NOUN
cana-2649	110	29	.	.	PUNCT
cana-2649	111	1	and	and	CCONJ
cana-2649	111	2	that	that	SCONJ
cana-2649	111	3	y	y	PROPN
cana-2649	111	4	is	be	AUX
cana-2649	111	5	used	use	VERB
cana-2649	111	6	as	as	ADP
cana-2649	111	7	the	the	DET
cana-2649	111	8	total	total	ADJ
cana-2649	111	9	impact	impact	NOUN
cana-2649	111	10	factor	factor	NOUN
cana-2649	111	11	records	record	NOUN
cana-2649	111	12	(	(	PUNCT
cana-2649	111	13	record	record	NOUN
cana-2649	111	14	is	be	AUX
cana-2649	111	15	the	the	DET
cana-2649	111	16	cumulative	cumulative	ADJ
cana-2649	111	17	number	number	NOUN
cana-2649	111	18	of	of	ADP
cana-2649	111	19	posts	post	NOUN
cana-2649	111	20	or	or	CCONJ
cana-2649	111	21	views	view	NOUN
cana-2649	111	22	or	or	CCONJ
cana-2649	111	23	tweets	tweet	NOUN
cana-2649	111	24	related	relate	VERB
cana-2649	111	25	to	to	ADP
cana-2649	111	26	specific	specific	ADJ
cana-2649	111	27	topic	topic	NOUN
cana-2649	111	28	)	)	PUNCT
cana-2649	111	29	.	.	PUNCT
cana-2649	112	1	the	the	DET
cana-2649	112	2	six	six	NUM
cana-2649	112	3	external	external	ADJ
cana-2649	112	4	factors	factor	NOUN
cana-2649	112	5	from	from	ADP
cana-2649	112	6	pestle	pestle	NOUN
cana-2649	112	7	are	be	AUX
cana-2649	112	8	seen	see	VERB
cana-2649	112	9	as	as	ADP
cana-2649	112	10	independent	independent	ADJ
cana-2649	112	11	factors	factor	NOUN
cana-2649	112	12	influencing	influence	VERB
cana-2649	112	13	the	the	DET
cana-2649	112	14	"	"	PUNCT
cana-2649	112	15	"	"	PUNCT
cana-2649	112	16	y	y	NOUN
cana-2649	112	17	which	which	PRON
cana-2649	112	18	is	be	AUX
cana-2649	112	19	a	a	DET
cana-2649	112	20	dependent	dependent	ADJ
cana-2649	112	21	factor	factor	NOUN
cana-2649	112	22	outcome	outcome	NOUN
cana-2649	112	23	.	.	PUNCT
cana-2649	113	1	using	use	VERB
cana-2649	113	2	the	the	DET
cana-2649	113	3	statistical	statistical	ADJ
cana-2649	113	4	modelling	modelling	NOUN
cana-2649	113	5	solution	solution	NOUN
cana-2649	113	6	,	,	PUNCT
cana-2649	113	7	the	the	DET
cana-2649	113	8	correlation	correlation	NOUN
cana-2649	113	9	values	value	NOUN
cana-2649	113	10	are	be	AUX
cana-2649	113	11	calculated	calculate	VERB
cana-2649	113	12	between	between	ADP
cana-2649	113	13	the	the	DET
cana-2649	113	14	dependent	dependent	ADJ
cana-2649	113	15	factor	factor	NOUN
cana-2649	113	16	"	"	PUNCT
cana-2649	113	17	"	"	PUNCT
cana-2649	113	18	y	y	PROPN
cana-2649	113	19	and	and	CCONJ
cana-2649	113	20	the	the	DET
cana-2649	113	21	other	other	ADJ
cana-2649	113	22	"	"	PUNCT
cana-2649	113	23	"	"	PUNCT
cana-2649	113	24	x	x	SYM
cana-2649	113	25	factors	factor	NOUN
cana-2649	113	26	.	.	PUNCT
cana-2649	114	1	higher	high	ADJ
cana-2649	114	2	the	the	DET
cana-2649	114	3	correlation	correlation	NOUN
cana-2649	114	4	between	between	ADP
cana-2649	114	5	they	they	PRON
cana-2649	114	6	and	and	CCONJ
cana-2649	114	7	x	x	NOUN
cana-2649	114	8	factors	factor	NOUN
cana-2649	114	9	shall	shall	AUX
cana-2649	114	10	be	be	AUX
cana-2649	114	11	interpreted	interpret	VERB
cana-2649	114	12	as	as	ADP
cana-2649	114	13	high	high	ADJ
cana-2649	114	14	impact	impact	NOUN
cana-2649	114	15	factor	factor	NOUN
cana-2649	114	16	or	or	CCONJ
cana-2649	114	17	low	low	ADJ
cana-2649	114	18	impact	impact	NOUN
cana-2649	114	19	or	or	CCONJ
cana-2649	114	20	moderate	moderate	ADJ
cana-2649	114	21	impact	impact	NOUN
cana-2649	114	22	factor	factor	NOUN
cana-2649	114	23	.	.	PUNCT
cana-2649	115	1	by	by	ADP
cana-2649	115	2	understanding	understand	VERB
cana-2649	115	3	the	the	DET
cana-2649	115	4	underlying	underlying	ADJ
cana-2649	115	5	influence	influence	NOUN
cana-2649	115	6	factor	factor	NOUN
cana-2649	115	7	,	,	PUNCT
cana-2649	115	8	the	the	DET
cana-2649	115	9	decision	decision	NOUN
cana-2649	115	10	teams	team	NOUN
cana-2649	115	11	can	can	AUX
cana-2649	115	12	work	work	VERB
cana-2649	115	13	towards	towards	ADP
cana-2649	115	14	making	make	VERB
cana-2649	115	15	appropriate	appropriate	ADJ
cana-2649	115	16	decision	decision	NOUN
cana-2649	115	17	making	making	NOUN
cana-2649	115	18	,	,	PUNCT
cana-2649	115	19	which	which	PRON
cana-2649	115	20	can	can	AUX
cana-2649	115	21	help	help	VERB
cana-2649	115	22	in	in	ADP
cana-2649	115	23	accomplishing	accomplish	VERB
cana-2649	115	24	the	the	DET
cana-2649	115	25	task	task	NOUN
cana-2649	115	26	more	more	ADV
cana-2649	115	27	effectively	effectively	ADV
cana-2649	115	28	.	.	PUNCT
cana-2649	116	1	computation	computation	NOUN
cana-2649	116	2	of	of	ADP
cana-2649	116	3	x	x	PUNCT
cana-2649	116	4	and	and	CCONJ
cana-2649	116	5	y	y	PROPN
cana-2649	116	6	force	force	NOUN
cana-2649	116	7	range	range	NOUN
cana-2649	116	8	score	score	NOUN
cana-2649	116	9	between	between	ADP
cana-2649	116	10	1	1	NUM
cana-2649	116	11	-	-	SYM
cana-2649	116	12	5	5	NUM
cana-2649	116	13	and	and	CCONJ
cana-2649	116	14	clustering	cluster	VERB
cana-2649	116	15	for	for	ADP
cana-2649	116	16	both	both	DET
cana-2649	116	17	x	x	SYM
cana-2649	116	18	and	and	CCONJ
cana-2649	116	19	y	y	PROPN
cana-2649	116	20	factors	factor	VERB
cana-2649	116	21	the	the	DET
cana-2649	116	22	range	range	NOUN
cana-2649	116	23	score	score	NOUN
cana-2649	116	24	is	be	AUX
cana-2649	116	25	defined	define	VERB
cana-2649	116	26	between	between	ADP
cana-2649	116	27	1	1	NUM
cana-2649	116	28	-	-	SYM
cana-2649	116	29	5	5	NUM
cana-2649	116	30	,	,	PUNCT
cana-2649	116	31	wherein	wherein	SCONJ
cana-2649	116	32	the	the	DET
cana-2649	116	33	1x	1x	NUM
cana-2649	116	34	between	between	ADP
cana-2649	116	35	certain	certain	ADJ
cana-2649	116	36	volume	volume	NOUN
cana-2649	116	37	can	can	AUX
cana-2649	116	38	be	be	AUX
cana-2649	116	39	ranked	rank	VERB
cana-2649	116	40	as	as	ADP
cana-2649	116	41	1	1	NUM
cana-2649	116	42	,	,	PUNCT
cana-2649	116	43	and	and	CCONJ
cana-2649	116	44	bigger	big	ADJ
cana-2649	116	45	range	range	NOUN
cana-2649	116	46	can	can	AUX
cana-2649	116	47	be	be	AUX
cana-2649	116	48	ranked	rank	VERB
cana-2649	116	49	as	as	ADP
cana-2649	116	50	2	2	NUM
cana-2649	116	51	and	and	CCONJ
cana-2649	116	52	there	there	ADV
cana-2649	116	53	on	on	ADP
cana-2649	116	54	.	.	PUNCT
cana-2649	117	1	{	{	PUNCT
cana-2649	117	2	example	example	NOUN
cana-2649	117	3	:	:	PUNCT
cana-2649	117	4	ranking	ranking	ADJ
cana-2649	117	5	volume	volume	NOUN
cana-2649	117	6	of	of	ADP
cana-2649	117	7	100	100	NUM
cana-2649	117	8	-	-	SYM
cana-2649	117	9	1000	1000	NUM
cana-2649	117	10	can	can	AUX
cana-2649	117	11	be	be	AUX
cana-2649	117	12	scored	score	VERB
cana-2649	117	13	as	as	ADP
cana-2649	117	14	1	1	NUM
cana-2649	117	15	,	,	PUNCT
cana-2649	117	16	and	and	CCONJ
cana-2649	117	17	ranking	rank	VERB
cana-2649	117	18	volume	volume	NOUN
cana-2649	117	19	of	of	ADP
cana-2649	117	20	10001	10001	NUM
cana-2649	117	21	-	-	SYM
cana-2649	117	22	3000	3000	NUM
cana-2649	117	23	can	can	AUX
cana-2649	117	24	be	be	AUX
cana-2649	117	25	ranked	rank	VERB
cana-2649	117	26	as	as	ADP
cana-2649	117	27	2	2	NUM
cana-2649	117	28	,	,	PUNCT
cana-2649	117	29	and	and	CCONJ
cana-2649	117	30	ranking	rank	VERB
cana-2649	117	31	volume	volume	NOUN
cana-2649	117	32	of	of	ADP
cana-2649	117	33	8000	8000	NUM
cana-2649	117	34	or	or	CCONJ
cana-2649	117	35	above	above	ADV
cana-2649	117	36	can	can	AUX
cana-2649	117	37	be	be	AUX
cana-2649	117	38	ranked	rank	VERB
cana-2649	117	39	as	as	ADP
cana-2649	117	40	5	5	NUM
cana-2649	117	41	}	}	PUNCT
cana-2649	117	42	for	for	ADP
cana-2649	117	43	each	each	PRON
cana-2649	117	44	of	of	ADP
cana-2649	117	45	the	the	DET
cana-2649	117	46	topic	topic	NOUN
cana-2649	117	47	or	or	CCONJ
cana-2649	117	48	event	event	NOUN
cana-2649	117	49	or	or	CCONJ
cana-2649	117	50	occurrence	occurrence	NOUN
cana-2649	117	51	,	,	PUNCT
cana-2649	117	52	there	there	PRON
cana-2649	117	53	could	could	AUX
cana-2649	117	54	be	be	AUX
cana-2649	117	55	no	no	DET
cana-2649	117	56	.	.	NOUN
cana-2649	117	57	of	of	ADP
cana-2649	117	58	groups	group	NOUN
cana-2649	117	59	or	or	CCONJ
cana-2649	117	60	hashtags	hashtag	NOUN
cana-2649	117	61	or	or	CCONJ
cana-2649	117	62	mediums	medium	NOUN
cana-2649	117	63	in	in	ADP
cana-2649	117	64	which	which	PRON
cana-2649	117	65	the	the	DET
cana-2649	117	66	topic	topic	NOUN
cana-2649	117	67	is	be	AUX
cana-2649	117	68	discussed	discuss	VERB
cana-2649	117	69	,	,	PUNCT
cana-2649	117	70	thus	thus	ADV
cana-2649	117	71	,	,	PUNCT
cana-2649	117	72	each	each	PRON
cana-2649	117	73	of	of	ADP
cana-2649	117	74	them	they	PRON
cana-2649	117	75	can	can	AUX
cana-2649	117	76	be	be	AUX
cana-2649	117	77	grouped	group	VERB
cana-2649	117	78	into	into	ADP
cana-2649	117	79	one	one	NUM
cana-2649	117	80	cluster	cluster	NOUN
cana-2649	117	81	.	.	PUNCT
cana-2649	118	1	communications	communication	NOUN
cana-2649	118	2	on	on	ADP
cana-2649	118	3	applied	apply	VERB
cana-2649	118	4	nonlinear	nonlinear	ADJ
cana-2649	118	5	analysis	analysis	NOUN
cana-2649	118	6	issn	issn	NOUN
cana-2649	118	7	:	:	PUNCT
cana-2649	118	8	1074	1074	NUM
cana-2649	118	9	-	-	PUNCT
cana-2649	118	10	133x	133x	NUM
cana-2649	118	11	vol	vol	NOUN
cana-2649	118	12	32	32	NUM
cana-2649	118	13	no	no	NOUN
cana-2649	118	14	.	.	PUNCT
cana-2649	119	1	3s	3s	NUM
cana-2649	119	2	(	(	PUNCT
cana-2649	119	3	2025	2025	NUM
cana-2649	119	4	)	)	PUNCT
cana-2649	119	5	369	369	NUM
cana-2649	119	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	119	7	{	{	PUNCT
cana-2649	119	8	illustrative	illustrative	ADJ
cana-2649	119	9	scenario	scenario	NOUN
cana-2649	119	10	:	:	PUNCT
cana-2649	119	11	on	on	ADP
cana-2649	119	12	a	a	DET
cana-2649	119	13	topic	topic	NOUN
cana-2649	119	14	called	call	VERB
cana-2649	119	15	"	"	PUNCT
cana-2649	119	16	"	"	PUNCT
cana-2649	119	17	metoo	metoo	PROPN
cana-2649	119	18	,	,	PUNCT
cana-2649	119	19	there	there	PRON
cana-2649	119	20	could	could	AUX
cana-2649	119	21	many	many	ADJ
cana-2649	119	22	hashtags	hashtag	NOUN
cana-2649	119	23	,	,	PUNCT
cana-2649	119	24	and	and	CCONJ
cana-2649	119	25	groups	group	NOUN
cana-2649	119	26	where	where	SCONJ
cana-2649	119	27	multiple	multiple	ADJ
cana-2649	119	28	people	people	NOUN
cana-2649	119	29	could	could	AUX
cana-2649	119	30	be	be	AUX
cana-2649	119	31	discussing	discuss	VERB
cana-2649	119	32	.	.	PUNCT
cana-2649	120	1	thus	thus	ADV
cana-2649	120	2	,	,	PUNCT
cana-2649	120	3	each	each	PRON
cana-2649	120	4	of	of	ADP
cana-2649	120	5	them	they	PRON
cana-2649	120	6	could	could	AUX
cana-2649	120	7	be	be	AUX
cana-2649	120	8	a	a	DET
cana-2649	120	9	cluster	cluster	NOUN
cana-2649	120	10	defined	define	VERB
cana-2649	120	11	asc	asc	PROPN
cana-2649	120	12	,	,	PUNCT
cana-2649	120	13	and	and	CCONJ
cana-2649	120	14	hence	hence	ADV
cana-2649	120	15	,	,	PUNCT
cana-2649	120	16	the	the	DET
cana-2649	120	17	matrix	matrix	NOUN
cana-2649	120	18	computation	computation	NOUN
cana-2649	120	19	for	for	ADP
cana-2649	120	20	the	the	DET
cana-2649	120	21	sentiment	sentiment	NOUN
cana-2649	120	22	is	be	AUX
cana-2649	120	23	based	base	VERB
cana-2649	120	24	on	on	ADP
cana-2649	120	25	1	1	NUM
cana-2649	120	26	...	...	PUNCT
cana-2649	120	27	nc	nc	PROPN
cana-2649	120	28	c	c	PROPN
cana-2649	120	29	machine	machine	NOUN
cana-2649	120	30	learning	learn	VERB
cana-2649	120	31	system	system	NOUN
cana-2649	120	32	the	the	DET
cana-2649	120	33	aforementioned	aforementioned	ADJ
cana-2649	120	34	process	process	NOUN
cana-2649	120	35	is	be	AUX
cana-2649	120	36	executed	execute	VERB
cana-2649	120	37	using	use	VERB
cana-2649	120	38	a	a	DET
cana-2649	120	39	supervised	supervised	ADJ
cana-2649	120	40	machine	machine	NOUN
cana-2649	120	41	learning	learning	NOUN
cana-2649	120	42	model	model	NOUN
cana-2649	120	43	wherein	wherein	SCONJ
cana-2649	120	44	the	the	DET
cana-2649	120	45	whole	whole	ADJ
cana-2649	120	46	process	process	NOUN
cana-2649	120	47	is	be	AUX
cana-2649	120	48	attributed	attribute	VERB
cana-2649	120	49	to	to	ADP
cana-2649	120	50	a	a	DET
cana-2649	120	51	specific	specific	ADJ
cana-2649	120	52	systematic	systematic	ADJ
cana-2649	120	53	screening	screening	NOUN
cana-2649	120	54	process	process	NOUN
cana-2649	120	55	.	.	PUNCT
cana-2649	121	1	the	the	DET
cana-2649	121	2	classifier	classifier	NOUN
cana-2649	121	3	used	use	VERB
cana-2649	121	4	for	for	ADP
cana-2649	121	5	the	the	DET
cana-2649	121	6	process	process	NOUN
cana-2649	121	7	is	be	AUX
cana-2649	121	8	the	the	DET
cana-2649	121	9	svm	svm	PROPN
cana-2649	121	10	classifier	classifier	NOUN
cana-2649	121	11	wherein	wherein	SCONJ
cana-2649	121	12	the	the	DET
cana-2649	121	13	hyperplane	hyperplane	NOUN
cana-2649	121	14	pattern	pattern	NOUN
cana-2649	121	15	is	be	AUX
cana-2649	121	16	used	use	VERB
cana-2649	121	17	for	for	ADP
cana-2649	121	18	classifying	classify	VERB
cana-2649	121	19	the	the	DET
cana-2649	121	20	information	information	NOUN
cana-2649	121	21	or	or	CCONJ
cana-2649	121	22	a	a	DET
cana-2649	121	23	post	post	NOUN
cana-2649	121	24	as	as	ADP
cana-2649	121	25	positive	positive	ADJ
cana-2649	121	26	or	or	CCONJ
cana-2649	121	27	negative	negative	ADJ
cana-2649	121	28	.	.	PUNCT
cana-2649	122	1	similarly	similarly	ADV
cana-2649	122	2	,	,	PUNCT
cana-2649	122	3	for	for	ADP
cana-2649	122	4	the	the	DET
cana-2649	122	5	external	external	ADJ
cana-2649	122	6	factors	factor	NOUN
cana-2649	122	7	analysis	analysis	NOUN
cana-2649	122	8	,	,	PUNCT
cana-2649	122	9	the	the	DET
cana-2649	122	10	indexing	indexing	NOUN
cana-2649	122	11	holds	hold	VERB
cana-2649	122	12	critical	critical	ADJ
cana-2649	122	13	value	value	NOUN
cana-2649	122	14	,	,	PUNCT
cana-2649	122	15	and	and	CCONJ
cana-2649	122	16	for	for	ADP
cana-2649	122	17	each	each	PRON
cana-2649	122	18	of	of	ADP
cana-2649	122	19	the	the	DET
cana-2649	122	20	six	six	NUM
cana-2649	122	21	factors	factor	NOUN
cana-2649	122	22	,	,	PUNCT
cana-2649	122	23	the	the	DET
cana-2649	122	24	index	index	NOUN
cana-2649	122	25	shall	shall	AUX
cana-2649	122	26	be	be	AUX
cana-2649	122	27	developed	develop	VERB
cana-2649	122	28	,	,	PUNCT
cana-2649	122	29	and	and	CCONJ
cana-2649	122	30	it	it	PRON
cana-2649	122	31	shall	shall	AUX
cana-2649	122	32	be	be	AUX
cana-2649	122	33	updated	update	VERB
cana-2649	122	34	on	on	ADP
cana-2649	122	35	periodical	periodical	ADJ
cana-2649	122	36	basis	basis	NOUN
cana-2649	122	37	with	with	ADP
cana-2649	122	38	more	more	ADV
cana-2649	122	39	appropriate	appropriate	ADJ
cana-2649	122	40	words	word	NOUN
cana-2649	122	41	or	or	CCONJ
cana-2649	122	42	modifying	modify	VERB
cana-2649	122	43	or	or	CCONJ
cana-2649	122	44	deleting	delete	VERB
cana-2649	122	45	the	the	DET
cana-2649	122	46	existing	exist	VERB
cana-2649	122	47	words	word	NOUN
cana-2649	122	48	or	or	CCONJ
cana-2649	122	49	strings	string	NOUN
cana-2649	122	50	[	[	PUNCT
cana-2649	122	51	24	24	NUM
cana-2649	122	52	-	-	SYM
cana-2649	122	53	26	26	NUM
cana-2649	122	54	]	]	PUNCT
cana-2649	122	55	.	.	PUNCT
cana-2649	123	1	3.4	3.4	NUM
cana-2649	123	2	process	process	NOUN
cana-2649	123	3	flow	flow	VERB
cana-2649	123	4	the	the	DET
cana-2649	123	5	following	follow	VERB
cana-2649	123	6	process	process	NOUN
cana-2649	123	7	flow	flow	NOUN
cana-2649	123	8	refers	refer	VERB
cana-2649	123	9	to	to	ADP
cana-2649	123	10	the	the	DET
cana-2649	123	11	critical	critical	ADJ
cana-2649	123	12	steps	step	NOUN
cana-2649	123	13	followed	follow	VERB
cana-2649	123	14	in	in	ADP
cana-2649	123	15	the	the	DET
cana-2649	123	16	process	process	NOUN
cana-2649	123	17	of	of	ADP
cana-2649	123	18	estimating	estimate	VERB
cana-2649	123	19	the	the	DET
cana-2649	123	20	underlying	underlie	VERB
cana-2649	123	21	impact	impact	NOUN
cana-2649	123	22	factor	factor	NOUN
cana-2649	123	23	in	in	ADP
cana-2649	123	24	the	the	DET
cana-2649	123	25	system	system	NOUN
cana-2649	123	26	.	.	PUNCT
cana-2649	124	1	3.4.1	3.4.1	NUM
cana-2649	124	2	process	process	NOUN
cana-2649	124	3	flow	flow	VERB
cana-2649	124	4	procedural	procedural	ADJ
cana-2649	124	5	description	description	NOUN
cana-2649	124	6	step	step	NOUN
cana-2649	124	7	1	1	NUM
cana-2649	124	8	.	.	PUNCT
cana-2649	124	9	update	update	VERB
cana-2649	124	10	the	the	DET
cana-2649	124	11	ml	ml	NOUN
cana-2649	124	12	system	system	NOUN
cana-2649	124	13	for	for	ADP
cana-2649	124	14	index	index	NOUN
cana-2649	124	15	directory	directory	NOUN
cana-2649	124	16	of	of	ADP
cana-2649	124	17	words	word	NOUN
cana-2649	124	18	for	for	ADP
cana-2649	124	19	each	each	PRON
cana-2649	124	20	of	of	ADP
cana-2649	124	21	the	the	DET
cana-2649	124	22	six	six	NUM
cana-2649	124	23	external	external	ADJ
cana-2649	124	24	forces	force	NOUN
cana-2649	124	25	(	(	PUNCT
cana-2649	124	26	)	)	PUNCT
cana-2649	124	27	pestle	pestle	NOUN
cana-2649	124	28	seen	see	VERB
cana-2649	124	29	as	as	ADP
cana-2649	124	30	independent	independent	ADJ
cana-2649	124	31	variable	variable	ADJ
cana-2649	124	32	factors	factor	NOUN
cana-2649	124	33	.	.	PUNCT
cana-2649	125	1	step	step	NOUN
cana-2649	125	2	2	2	NUM
cana-2649	125	3	.	.	PUNCT
cana-2649	125	4	update	update	VERB
cana-2649	125	5	the	the	DET
cana-2649	125	6	ml	ml	NOUN
cana-2649	125	7	system	system	NOUN
cana-2649	125	8	for	for	ADP
cana-2649	125	9	sources	source	NOUN
cana-2649	125	10	classification	classification	NOUN
cana-2649	125	11	for	for	ADP
cana-2649	125	12	index	index	NOUN
cana-2649	125	13	directory	directory	NOUN
cana-2649	125	14	for	for	ADP
cana-2649	125	15	each	each	PRON
cana-2649	125	16	of	of	ADP
cana-2649	125	17	the	the	DET
cana-2649	125	18	six	six	NUM
cana-2649	125	19	external	external	ADJ
cana-2649	125	20	forces	force	NOUN
cana-2649	125	21	(	(	PUNCT
cana-2649	125	22	)	)	PUNCT
cana-2649	125	23	pestle	pestle	NOUN
cana-2649	125	24	seen	see	VERB
cana-2649	125	25	as	as	ADP
cana-2649	125	26	independent	independent	ADJ
cana-2649	125	27	variable	variable	ADJ
cana-2649	125	28	factors	factor	NOUN
cana-2649	125	29	.	.	PUNCT
cana-2649	126	1	step	step	NOUN
cana-2649	126	2	3	3	NUM
cana-2649	126	3	.	.	PUNCT
cana-2649	127	1	choose	choose	VERB
cana-2649	127	2	the	the	DET
cana-2649	127	3	post	post	NOUN
cana-2649	127	4	or	or	CCONJ
cana-2649	127	5	the	the	DET
cana-2649	127	6	topic	topic	NOUN
cana-2649	127	7	for	for	ADP
cana-2649	127	8	analysis	analysis	NOUN
cana-2649	127	9	step	step	NOUN
cana-2649	127	10	4	4	NUM
cana-2649	127	11	.	.	PUNCT
cana-2649	128	1	using	use	VERB
cana-2649	128	2	the	the	DET
cana-2649	128	3	pre	pre	ADJ
cana-2649	128	4	-	-	ADJ
cana-2649	128	5	chosen	choose	VERB
cana-2649	128	6	sentiment	sentiment	NOUN
cana-2649	128	7	analysis	analysis	NOUN
cana-2649	128	8	system	system	NOUN
cana-2649	128	9	,	,	PUNCT
cana-2649	128	10	identify	identify	VERB
cana-2649	128	11	the	the	DET
cana-2649	128	12	post	post	NOUN
cana-2649	128	13	or	or	CCONJ
cana-2649	128	14	event	event	NOUN
cana-2649	128	15	related	relate	VERB
cana-2649	128	16	sentiment	sentiment	NOUN
cana-2649	128	17	as	as	ADP
cana-2649	128	18	negative	negative	ADJ
cana-2649	128	19	or	or	CCONJ
cana-2649	128	20	positive	positive	ADJ
cana-2649	128	21	or	or	CCONJ
cana-2649	128	22	neutral	neutral	ADJ
cana-2649	128	23	step	step	NOUN
cana-2649	128	24	5	5	NUM
cana-2649	128	25	.	.	PUNCT
cana-2649	129	1	the	the	DET
cana-2649	129	2	cumulative	cumulative	ADJ
cana-2649	129	3	number	number	NOUN
cana-2649	129	4	of	of	ADP
cana-2649	129	5	tweets	tweet	NOUN
cana-2649	129	6	,	,	PUNCT
cana-2649	129	7	posts	post	NOUN
cana-2649	129	8	,	,	PUNCT
cana-2649	129	9	views	view	NOUN
cana-2649	129	10	,	,	PUNCT
cana-2649	129	11	or	or	CCONJ
cana-2649	129	12	opinions	opinion	NOUN
cana-2649	129	13	garnered	garnered	VERB
cana-2649	129	14	for	for	ADP
cana-2649	129	15	the	the	DET
cana-2649	129	16	step-4	step-4	NUM
cana-2649	129	17	shall	shall	AUX
cana-2649	129	18	be	be	AUX
cana-2649	129	19	used	use	VERB
cana-2649	129	20	as	as	ADP
cana-2649	129	21	the	the	DET
cana-2649	129	22	ranking	ranking	NOUN
cana-2649	129	23	volume	volume	NOUN
cana-2649	129	24	(	(	PUNCT
cana-2649	129	25	)	)	PUNCT
cana-2649	129	26	rv	rv	PROPN
cana-2649	129	27	for	for	ADP
cana-2649	129	28	y	y	PROPN
cana-2649	129	29	,	,	PUNCT
cana-2649	129	30	thus	thus	ADV
cana-2649	129	31	it	it	PRON
cana-2649	129	32	is	be	AUX
cana-2649	129	33	denoted	denote	VERB
cana-2649	129	34	as	as	ADP
cana-2649	129	35	(	(	PUNCT
cana-2649	129	36	)	)	PUNCT
cana-2649	129	37	y	y	PROPN
cana-2649	129	38	rv	rv	PROPN
cana-2649	129	39	step	step	VERB
cana-2649	129	40	6	6	NUM
cana-2649	129	41	.	.	PUNCT
cana-2649	129	42	using	use	VERB
cana-2649	129	43	the	the	DET
cana-2649	129	44	index	index	NOUN
cana-2649	129	45	directory	directory	NOUN
cana-2649	129	46	,	,	PUNCT
cana-2649	129	47	for	for	ADP
cana-2649	129	48	each	each	PRON
cana-2649	129	49	of	of	ADP
cana-2649	129	50	the	the	DET
cana-2649	129	51	six	six	NUM
cana-2649	129	52	external	external	ADJ
cana-2649	129	53	factors	factor	NOUN
cana-2649	129	54	the	the	DET
cana-2649	129	55	(	(	PUNCT
cana-2649	129	56	)	)	PUNCT
cana-2649	129	57	x	x	SYM
cana-2649	129	58	rv	rv	PROPN
cana-2649	129	59	values	value	NOUN
cana-2649	129	60	are	be	AUX
cana-2649	129	61	identified	identify	VERB
cana-2649	129	62	.	.	PUNCT
cana-2649	130	1	step	step	NOUN
cana-2649	130	2	7	7	NUM
cana-2649	130	3	.	.	PUNCT
cana-2649	130	4	based	base	VERB
cana-2649	130	5	on	on	ADP
cana-2649	130	6	the	the	DET
cana-2649	130	7	inputs	input	NOUN
cana-2649	130	8	used	use	VERB
cana-2649	130	9	,	,	PUNCT
cana-2649	130	10	the	the	DET
cana-2649	130	11	range	range	NOUN
cana-2649	130	12	are	be	AUX
cana-2649	130	13	estimated	estimate	VERB
cana-2649	130	14	,	,	PUNCT
cana-2649	130	15	and	and	CCONJ
cana-2649	130	16	accordingly	accordingly	ADV
cana-2649	130	17	the	the	DET
cana-2649	130	18	rank	rank	NOUN
cana-2649	130	19	score	score	NOUN
cana-2649	130	20	for	for	ADP
cana-2649	130	21	both	both	PRON
cana-2649	130	22	x	x	SYM
cana-2649	130	23	and	and	CCONJ
cana-2649	130	24	y	y	PROPN
cana-2649	130	25	factors	factor	NOUN
cana-2649	130	26	are	be	AUX
cana-2649	130	27	developed	develop	VERB
cana-2649	130	28	.	.	PUNCT
cana-2649	131	1	step	step	NOUN
cana-2649	131	2	8	8	NUM
cana-2649	131	3	.	.	PUNCT
cana-2649	132	1	following	follow	VERB
cana-2649	132	2	the	the	DET
cana-2649	132	3	cluster	cluster	NOUN
cana-2649	132	4	model	model	NOUN
cana-2649	132	5	,	,	PUNCT
cana-2649	132	6	the	the	DET
cana-2649	132	7	no	no	NOUN
cana-2649	132	8	.	.	PUNCT
cana-2649	132	9	of	of	ADP
cana-2649	132	10	mediums	medium	NOUN
cana-2649	132	11	or	or	CCONJ
cana-2649	132	12	groups	group	NOUN
cana-2649	132	13	or	or	CCONJ
cana-2649	132	14	hashtags	hashtag	NOUN
cana-2649	132	15	are	be	AUX
cana-2649	132	16	chosen	choose	VERB
cana-2649	132	17	as	as	ADP
cana-2649	132	18	independent	independent	ADJ
cana-2649	132	19	cluster	cluster	NOUN
cana-2649	132	20	c	c	PROPN
cana-2649	132	21	and	and	CCONJ
cana-2649	132	22	the	the	DET
cana-2649	132	23	process	process	NOUN
cana-2649	132	24	of	of	ADP
cana-2649	132	25	step-4	step-4	NUM
cana-2649	132	26	to	to	PART
cana-2649	132	27	step-7	step-7	PROPN
cana-2649	132	28	is	be	AUX
cana-2649	132	29	followed	follow	VERB
cana-2649	132	30	.	.	PUNCT
cana-2649	133	1	correlation	correlation	NOUN
cana-2649	133	2	analysis	analysis	NOUN
cana-2649	133	3	is	be	AUX
cana-2649	133	4	conducted	conduct	VERB
cana-2649	133	5	for	for	ADP
cana-2649	133	6	the	the	DET
cana-2649	133	7	dependent	dependent	ADJ
cana-2649	133	8	and	and	CCONJ
cana-2649	133	9	independent	independent	ADJ
cana-2649	133	10	variables	variable	NOUN
cana-2649	133	11	using	use	VERB
cana-2649	133	12	regression	regression	NOUN
cana-2649	133	13	analysis	analysis	NOUN
cana-2649	133	14	.	.	PUNCT
cana-2649	134	1	the	the	DET
cana-2649	134	2	top-2	top-2	PUNCT
cana-2649	134	3	high	high	ADJ
cana-2649	134	4	correlation	correlation	NOUN
cana-2649	134	5	values	value	NOUN
cana-2649	134	6	shall	shall	AUX
cana-2649	134	7	be	be	AUX
cana-2649	134	8	seen	see	VERB
cana-2649	134	9	as	as	ADP
cana-2649	134	10	underlying	underlie	VERB
cana-2649	134	11	trigger	trigger	NOUN
cana-2649	134	12	factors	factor	NOUN
cana-2649	134	13	influencing	influence	VERB
cana-2649	134	14	the	the	DET
cana-2649	134	15	decision	decision	NOUN
cana-2649	134	16	.	.	PUNCT
cana-2649	135	1	the	the	DET
cana-2649	135	2	least-2	least-2	ADJ
cana-2649	135	3	correlation	correlation	NOUN
cana-2649	135	4	values	value	NOUN
cana-2649	135	5	shall	shall	AUX
cana-2649	135	6	be	be	AUX
cana-2649	135	7	presumed	presume	VERB
cana-2649	135	8	to	to	PART
cana-2649	135	9	be	be	AUX
cana-2649	135	10	having	have	VERB
cana-2649	135	11	negligible	negligible	ADJ
cana-2649	135	12	influence	influence	NOUN
cana-2649	135	13	on	on	ADP
cana-2649	135	14	the	the	DET
cana-2649	135	15	decision	decision	NOUN
cana-2649	135	16	.	.	PUNCT
cana-2649	136	1	step	step	NOUN
cana-2649	136	2	9	9	NUM
cana-2649	136	3	.	.	PUNCT
cana-2649	137	1	train	train	VERB
cana-2649	137	2	the	the	DET
cana-2649	137	3	machine	machine	NOUN
cana-2649	137	4	learning	learn	VERB
cana-2649	137	5	classifier	classifier	NOUN
cana-2649	137	6	using	use	VERB
cana-2649	137	7	the	the	DET
cana-2649	137	8	above	above	ADJ
cana-2649	137	9	pattern	pattern	NOUN
cana-2649	137	10	,	,	PUNCT
cana-2649	137	11	with	with	ADP
cana-2649	137	12	trained	train	VERB
cana-2649	137	13	dataset	dataset	NOUN
cana-2649	137	14	for	for	ADP
cana-2649	137	15	supervised	supervised	ADJ
cana-2649	137	16	learning	learning	NOUN
cana-2649	137	17	process	process	NOUN
cana-2649	137	18	communications	communication	NOUN
cana-2649	137	19	on	on	ADP
cana-2649	137	20	applied	apply	VERB
cana-2649	137	21	nonlinear	nonlinear	ADJ
cana-2649	137	22	analysis	analysis	NOUN
cana-2649	137	23	issn	issn	NOUN
cana-2649	137	24	:	:	PUNCT
cana-2649	137	25	1074	1074	NUM
cana-2649	137	26	-	-	PUNCT
cana-2649	137	27	133x	133x	NUM
cana-2649	137	28	vol	vol	NOUN
cana-2649	137	29	32	32	NUM
cana-2649	137	30	no	no	NOUN
cana-2649	137	31	.	.	PUNCT
cana-2649	138	1	3s	3s	NUM
cana-2649	138	2	(	(	PUNCT
cana-2649	138	3	2025	2025	NUM
cana-2649	138	4	)	)	PUNCT
cana-2649	138	5	370	370	NUM
cana-2649	138	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	138	7	step	step	NOUN
cana-2649	138	8	10	10	NUM
cana-2649	138	9	.	.	PUNCT
cana-2649	139	1	decision	decision	NOUN
cana-2649	139	2	making	make	VERB
cana-2649	139	3	teams	team	NOUN
cana-2649	139	4	can	can	AUX
cana-2649	139	5	work	work	VERB
cana-2649	139	6	their	their	PRON
cana-2649	139	7	strategic	strategic	ADJ
cana-2649	139	8	decisions	decision	NOUN
cana-2649	139	9	based	base	VERB
cana-2649	139	10	on	on	ADP
cana-2649	139	11	the	the	DET
cana-2649	139	12	inputs	input	NOUN
cana-2649	139	13	garnered	garner	VERB
cana-2649	139	14	from	from	ADP
cana-2649	139	15	the	the	DET
cana-2649	139	16	system	system	NOUN
cana-2649	139	17	.	.	PUNCT
cana-2649	140	1	3.5	3.5	NUM
cana-2649	140	2	algorithm	algorithm	NOUN
cana-2649	140	3	flow	flow	NOUN
cana-2649	140	4	begin	begin	VERB
cana-2649	140	5	{	{	PUNCT
cana-2649	140	6	let	let	VERB
cana-2649	140	7	wi	wi	PROPN
cana-2649	140	8	be	be	AUX
cana-2649	140	9	the	the	DET
cana-2649	140	10	index	index	NOUN
cana-2649	140	11	dictionary	dictionary	NOUN
cana-2649	140	12	of	of	ADP
cana-2649	140	13	words	word	NOUN
cana-2649	140	14	for	for	ADP
cana-2649	140	15	each	each	PRON
cana-2649	140	16	of	of	ADP
cana-2649	140	17	the	the	DET
cana-2649	140	18	external	external	ADJ
cana-2649	140	19	force	force	NOUN
cana-2649	140	20	classification	classification	NOUN
cana-2649	140	21	let	let	VERB
cana-2649	140	22	si	si	PROPN
cana-2649	140	23	be	be	AUX
cana-2649	140	24	the	the	DET
cana-2649	140	25	index	index	NOUN
cana-2649	140	26	dictionary	dictionary	NOUN
cana-2649	140	27	of	of	ADP
cana-2649	140	28	affiliate	affiliate	NOUN
cana-2649	140	29	sources	source	NOUN
cana-2649	140	30	for	for	ADP
cana-2649	140	31	each	each	PRON
cana-2649	140	32	of	of	ADP
cana-2649	140	33	the	the	DET
cana-2649	140	34	external	external	ADJ
cana-2649	140	35	force	force	NOUN
cana-2649	140	36	classification	classification	NOUN
cana-2649	140	37	let	let	VERB
cana-2649	140	38	"	"	PUNCT
cana-2649	140	39	"	"	PUNCT
cana-2649	140	40	xyz	xyz	PRON
cana-2649	140	41	be	be	AUX
cana-2649	140	42	the	the	DET
cana-2649	140	43	systematic	systematic	ADJ
cana-2649	140	44	approach	approach	NOUN
cana-2649	140	45	followed	follow	VERB
cana-2649	140	46	for	for	ADP
cana-2649	140	47	sentiment	sentiment	NOUN
cana-2649	140	48	value	value	NOUN
cana-2649	140	49	assessment	assessment	NOUN
cana-2649	140	50	analysis	analysis	NOUN
cana-2649	140	51	of	of	ADP
cana-2649	140	52	trigger	trigger	NOUN
cana-2649	140	53	factor	factor	NOUN
cana-2649	140	54	{	{	PUNCT
cana-2649	140	55	computation	computation	NOUN
cana-2649	140	56	of	of	ADP
cana-2649	140	57	y	y	PROPN
cana-2649	140	58	{	{	PUNCT
cana-2649	140	59	sentiment	sentiment	NOUN
cana-2649	140	60	result	result	VERB
cana-2649	140	61	}	}	PUNCT
cana-2649	140	62	ranking	rank	VERB
cana-2649	140	63	volume	volume	NOUN
cana-2649	140	64	(	(	PUNCT
cana-2649	140	65	)	)	PUNCT
cana-2649	140	66	y	y	PROPN
cana-2649	140	67	posts	post	VERB
cana-2649	140	68	tweets	tweet	NOUN
cana-2649	140	69	opinions	opinion	NOUN
cana-2649	141	1	etc=	etc=	PROPN
cana-2649	142	1	+	+	PUNCT
cana-2649	143	1	+	+	CCONJ
cana-2649	143	2	+	+	ADJ
cana-2649	143	3			NOUN
cana-2649	143	4	computation	computation	NOUN
cana-2649	143	5	of	of	ADP
cana-2649	143	6	x	x	PROPN
cana-2649	143	7	forces	force	NOUN
cana-2649	143	8	ranking	rank	VERB
cana-2649	143	9	volume	volume	NOUN
cana-2649	143	10	for	for	ADP
cana-2649	143	11	each	each	PRON
cana-2649	143	12	of	of	ADP
cana-2649	143	13	the	the	DET
cana-2649	143	14	x	x	ADJ
cana-2649	143	15	force	force	NOUN
cana-2649	143	16	,	,	PUNCT
cana-2649	143	17	(	(	PUNCT
cana-2649	143	18	)	)	PUNCT
cana-2649	143	19			NOUN
cana-2649	143	20	1	1	NOUN
cana-2649	143	21	1	1	NUM
cana-2649	143	22	...	...	PUNCT
cana-2649	143	23	x	x	SYM
cana-2649	143	24	matching	match	VERB
cana-2649	143	25	words	word	NOUN
cana-2649	143	26	matching	matching	NOUN
cana-2649	143	27	sources	source	NOUN
cana-2649	143	28	x	x	PUNCT
cana-2649	143	29	can	can	AUX
cana-2649	143	30	be	be	AUX
cana-2649	143	31	denoted	denote	VERB
cana-2649	143	32	for	for	ADP
cana-2649	143	33	political=	political=	NUM
cana-2649	143	34	+	+	NOUN
cana-2649	143	35			X
cana-2649	143	36	(	(	PUNCT
cana-2649	143	37	)	)	PUNCT
cana-2649	143	38			NOUN
cana-2649	143	39	2	2	NOUN
cana-2649	143	40	2	2	NUM
cana-2649	143	41	...	...	PUNCT
cana-2649	143	42	x	x	SYM
cana-2649	143	43	matching	match	VERB
cana-2649	143	44	words	word	NOUN
cana-2649	143	45	matching	matching	NOUN
cana-2649	143	46	sources	source	NOUN
cana-2649	143	47	x	x	PUNCT
cana-2649	143	48	can	can	AUX
cana-2649	143	49	be	be	AUX
cana-2649	143	50	denoted	denote	VERB
cana-2649	143	51	for	for	ADP
cana-2649	143	52	economical=	economical=	NUM
cana-2649	143	53	+	+	NOUN
cana-2649	143	54			X
cana-2649	143	55	(	(	PUNCT
cana-2649	143	56	)	)	PUNCT
cana-2649	143	57			NOUN
cana-2649	143	58	3	3	NOUN
cana-2649	143	59	3	3	NUM
cana-2649	143	60	...	...	PUNCT
cana-2649	143	61	x	x	SYM
cana-2649	143	62	matching	match	VERB
cana-2649	143	63	words	word	NOUN
cana-2649	143	64	matching	matching	NOUN
cana-2649	143	65	sources	source	NOUN
cana-2649	143	66	x	x	PUNCT
cana-2649	143	67	can	can	AUX
cana-2649	143	68	be	be	AUX
cana-2649	143	69	denoted	denote	VERB
cana-2649	143	70	for	for	ADP
cana-2649	143	71	social=	social=	NUM
cana-2649	143	72	+	+	NOUN
cana-2649	143	73			X
cana-2649	143	74	(	(	PUNCT
cana-2649	143	75	)	)	PUNCT
cana-2649	143	76			PROPN
cana-2649	143	77	4	4	NOUN
cana-2649	143	78	1	1	NUM
cana-2649	143	79	...	...	PUNCT
cana-2649	143	80	technicalx	technicalx	PROPN
cana-2649	143	81	matching	matching	NOUN
cana-2649	143	82	words	word	NOUN
cana-2649	143	83	matching	matching	NOUN
cana-2649	143	84	sources	source	NOUN
cana-2649	143	85	x	x	PUNCT
cana-2649	143	86	can	can	AUX
cana-2649	143	87	be	be	AUX
cana-2649	143	88	denoted	denote	VERB
cana-2649	143	89	for=	for=	PROPN
cana-2649	143	90	+	+	PROPN
cana-2649	143	91			X
cana-2649	143	92	(	(	PUNCT
cana-2649	143	93	)	)	PUNCT
cana-2649	143	94			PROPN
cana-2649	143	95	5	5	NOUN
cana-2649	143	96	1	1	NUM
cana-2649	143	97	...	...	PUNCT
cana-2649	143	98	legalx	legalx	ADJ
cana-2649	143	99	matching	matching	NOUN
cana-2649	143	100	words	word	NOUN
cana-2649	143	101	matching	matching	NOUN
cana-2649	143	102	sources	source	NOUN
cana-2649	143	103	x	x	PUNCT
cana-2649	143	104	can	can	AUX
cana-2649	143	105	be	be	AUX
cana-2649	143	106	denoted	denote	VERB
cana-2649	143	107	for=	for=	PROPN
cana-2649	143	108	+	+	PROPN
cana-2649	143	109			X
cana-2649	143	110	(	(	PUNCT
cana-2649	143	111	)	)	PUNCT
cana-2649	143	112			NOUN
cana-2649	143	113	6	6	NOUN
cana-2649	143	114	1	1	NUM
cana-2649	143	115	...	...	PUNCT
cana-2649	143	116	x	x	SYM
cana-2649	143	117	matching	match	VERB
cana-2649	143	118	words	word	NOUN
cana-2649	143	119	matching	matching	NOUN
cana-2649	143	120	sources	source	NOUN
cana-2649	143	121	x	x	PUNCT
cana-2649	143	122	can	can	AUX
cana-2649	143	123	be	be	AUX
cana-2649	143	124	denoted	denote	VERB
cana-2649	143	125	for	for	ADP
cana-2649	143	126	environmental=	environmental=	PROPN
cana-2649	143	127	+	+	ADJ
cana-2649	143	128			X
cana-2649	143	129	final	final	ADJ
cana-2649	143	130	ranking	ranking	NOUN
cana-2649	143	131	volume	volume	NOUN
cana-2649	143	132	matrix	matrix	NOUN
cana-2649	143	133	shall	shall	AUX
cana-2649	143	134	be	be	AUX
cana-2649	143	135	in	in	ADP
cana-2649	143	136	the	the	DET
cana-2649	143	137	form	form	NOUN
cana-2649	143	138	of	of	ADP
cana-2649	143	139	matrix	matrix	NOUN
cana-2649	143	140	below	below	ADP
cana-2649	143	141	table	table	NOUN
cana-2649	143	142	2	2	NUM
cana-2649	143	143	table	table	NOUN
cana-2649	143	144	2	2	NUM
cana-2649	143	145	:	:	PUNCT
cana-2649	143	146	ranking	ranking	ADJ
cana-2649	143	147	volume	volume	NOUN
cana-2649	143	148	matrix	matrix	NOUN
cana-2649	143	149	cluster	cluster	NOUN
cana-2649	143	150	(	(	PUNCT
cana-2649	143	151	c	c	NOUN
cana-2649	143	152	)	)	PUNCT
cana-2649	143	153	c1	c1	PROPN
cana-2649	143	154	c2	c2	PROPN
cana-2649	143	155	cn	cn	PROPN
cana-2649	143	156	y	y	PROPN
cana-2649	143	157	{	{	PUNCT
cana-2649	143	158	sentiment	sentiment	NOUN
cana-2649	143	159	view	view	VERB
cana-2649	143	160	}	}	PUNCT
cana-2649	143	161	y(rv	y(rv	NUM
cana-2649	143	162	)	)	PUNCT
cana-2649	143	163	y(rv	y(rv	NUM
cana-2649	143	164	)	)	PUNCT
cana-2649	143	165	y(rv	y(rv	NUM
cana-2649	143	166	)	)	PUNCT
cana-2649	144	1	x1	x1	PROPN
cana-2649	144	2	x1(rv	x1(rv	NUM
cana-2649	144	3	)	)	PUNCT
cana-2649	144	4	x1(rv	x1(rv	NUM
cana-2649	144	5	)	)	PUNCT
cana-2649	144	6	x1(rv	x1(rv	PROPN
cana-2649	144	7	)	)	PUNCT
cana-2649	144	8	x2	x2	PROPN
cana-2649	144	9	x2(rv	x2(rv	PROPN
cana-2649	144	10	)	)	PUNCT
cana-2649	144	11	x2(rv	x2(rv	PROPN
cana-2649	144	12	)	)	PUNCT
cana-2649	144	13	x2(rv	x2(rv	NOUN
cana-2649	144	14	)	)	PUNCT
cana-2649	144	15	x3	x3	PROPN
cana-2649	144	16	x3(rv	x3(rv	NOUN
cana-2649	144	17	)	)	PUNCT
cana-2649	144	18	x3(rv	x3(rv	NOUN
cana-2649	144	19	)	)	PUNCT
cana-2649	144	20	x3(rv	x3(rv	NOUN
cana-2649	144	21	)	)	PUNCT
cana-2649	144	22	x4	x4	PROPN
cana-2649	144	23	x4(rv	x4(rv	PROPN
cana-2649	144	24	)	)	PUNCT
cana-2649	144	25	x4(rv	x4(rv	PROPN
cana-2649	144	26	)	)	PUNCT
cana-2649	144	27	x4(rv	x4(rv	PROPN
cana-2649	144	28	)	)	PUNCT
cana-2649	144	29	x5	x5	NOUN
cana-2649	144	30	x5(rv	x5(rv	PROPN
cana-2649	144	31	)	)	PUNCT
cana-2649	144	32	x5(rv	x5(rv	PROPN
cana-2649	144	33	)	)	PUNCT
cana-2649	144	34	x5(rv	x5(rv	PROPN
cana-2649	144	35	)	)	PUNCT
cana-2649	144	36	communications	communication	NOUN
cana-2649	144	37	on	on	ADP
cana-2649	144	38	applied	apply	VERB
cana-2649	144	39	nonlinear	nonlinear	ADJ
cana-2649	144	40	analysis	analysis	NOUN
cana-2649	144	41	issn	issn	NOUN
cana-2649	144	42	:	:	PUNCT
cana-2649	144	43	1074	1074	NUM
cana-2649	144	44	-	-	PUNCT
cana-2649	144	45	133x	133x	NUM
cana-2649	144	46	vol	vol	NOUN
cana-2649	144	47	32	32	NUM
cana-2649	144	48	no	no	NOUN
cana-2649	144	49	.	.	PUNCT
cana-2649	145	1	3s	3s	NUM
cana-2649	145	2	(	(	PUNCT
cana-2649	145	3	2025	2025	NUM
cana-2649	145	4	)	)	PUNCT
cana-2649	145	5	371	371	NUM
cana-2649	145	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	145	7	x6	x6	PROPN
cana-2649	145	8	x6(rv	x6(rv	NUM
cana-2649	145	9	)	)	PUNCT
cana-2649	145	10	x6(rv	x6(rv	NUM
cana-2649	145	11	)	)	PUNCT
cana-2649	145	12	x6(rv	x6(rv	NUM
cana-2649	145	13	)	)	PUNCT
cana-2649	145	14	range	range	NOUN
cana-2649	145	15	score	score	NOUN
cana-2649	145	16	for	for	ADP
cana-2649	145	17	the	the	DET
cana-2649	145	18	above	above	ADJ
cana-2649	145	19	matrix	matrix	NOUN
cana-2649	145	20	table	table	NOUN
cana-2649	145	21	3	3	NUM
cana-2649	145	22	table	table	NOUN
cana-2649	145	23	3	3	NUM
cana-2649	145	24	:	:	PUNCT
cana-2649	145	25	range	range	NOUN
cana-2649	145	26	score	score	NOUN
cana-2649	145	27	for	for	ADP
cana-2649	145	28	the	the	DET
cana-2649	145	29	above	above	ADJ
cana-2649	145	30	matrix	matrix	NOUN
cana-2649	145	31	cluster	cluster	NOUN
cana-2649	145	32	(	(	PUNCT
cana-2649	145	33	c	c	NOUN
cana-2649	145	34	)	)	PUNCT
cana-2649	145	35	c1	c1	PROPN
cana-2649	145	36	c2	c2	PROPN
cana-2649	145	37	cn	cn	PROPN
cana-2649	145	38	y	y	PROPN
cana-2649	145	39	{	{	PUNCT
cana-2649	145	40	sentiment	sentiment	NOUN
cana-2649	145	41	view	view	VERB
cana-2649	145	42	}	}	PUNCT
cana-2649	145	43	(	(	PUNCT
cana-2649	145	44	1	1	NUM
cana-2649	145	45	-	-	SYM
cana-2649	145	46	5	5	NUM
cana-2649	145	47	)	)	PUNCT
cana-2649	145	48	range	range	NOUN
cana-2649	145	49	score	score	NOUN
cana-2649	145	50	(	(	PUNCT
cana-2649	145	51	1	1	NUM
cana-2649	145	52	-	-	SYM
cana-2649	145	53	5	5	NUM
cana-2649	145	54	)	)	PUNCT
cana-2649	145	55	range	range	NOUN
cana-2649	145	56	score	score	NOUN
cana-2649	145	57	(	(	PUNCT
cana-2649	145	58	1	1	NUM
cana-2649	145	59	-	-	SYM
cana-2649	145	60	5	5	NUM
cana-2649	145	61	)	)	PUNCT
cana-2649	145	62	range	range	NOUN
cana-2649	145	63	score	score	NOUN
cana-2649	145	64	x1	x1	PROPN
cana-2649	145	65	(	(	PUNCT
cana-2649	145	66	1	1	NUM
cana-2649	145	67	-	-	SYM
cana-2649	145	68	5	5	NUM
cana-2649	145	69	)	)	PUNCT
cana-2649	145	70	range	range	NOUN
cana-2649	145	71	score	score	NOUN
cana-2649	145	72	(	(	PUNCT
cana-2649	145	73	1	1	NUM
cana-2649	145	74	-	-	SYM
cana-2649	145	75	5	5	NUM
cana-2649	145	76	)	)	PUNCT
cana-2649	145	77	range	range	NOUN
cana-2649	145	78	score	score	NOUN
cana-2649	145	79	(	(	PUNCT
cana-2649	145	80	1	1	NUM
cana-2649	145	81	-	-	SYM
cana-2649	145	82	5	5	NUM
cana-2649	145	83	)	)	PUNCT
cana-2649	145	84	range	range	NOUN
cana-2649	145	85	score	score	NOUN
cana-2649	145	86	x2	x2	INTJ
cana-2649	145	87	(	(	PUNCT
cana-2649	145	88	1	1	NUM
cana-2649	145	89	-	-	SYM
cana-2649	145	90	5	5	NUM
cana-2649	145	91	)	)	PUNCT
cana-2649	145	92	range	range	NOUN
cana-2649	145	93	score	score	NOUN
cana-2649	145	94	(	(	PUNCT
cana-2649	145	95	1	1	NUM
cana-2649	145	96	-	-	SYM
cana-2649	145	97	5	5	NUM
cana-2649	145	98	)	)	PUNCT
cana-2649	145	99	range	range	NOUN
cana-2649	145	100	score	score	NOUN
cana-2649	145	101	(	(	PUNCT
cana-2649	145	102	1	1	NUM
cana-2649	145	103	-	-	SYM
cana-2649	145	104	5	5	NUM
cana-2649	145	105	)	)	PUNCT
cana-2649	145	106	range	range	NOUN
cana-2649	145	107	score	score	NOUN
cana-2649	145	108	x3	x3	NOUN
cana-2649	145	109	(	(	PUNCT
cana-2649	145	110	1	1	NUM
cana-2649	145	111	-	-	SYM
cana-2649	145	112	5	5	NUM
cana-2649	145	113	)	)	PUNCT
cana-2649	145	114	range	range	NOUN
cana-2649	145	115	score	score	NOUN
cana-2649	145	116	(	(	PUNCT
cana-2649	145	117	1	1	NUM
cana-2649	145	118	-	-	SYM
cana-2649	145	119	5	5	NUM
cana-2649	145	120	)	)	PUNCT
cana-2649	145	121	range	range	NOUN
cana-2649	145	122	score	score	NOUN
cana-2649	145	123	(	(	PUNCT
cana-2649	145	124	1	1	NUM
cana-2649	145	125	-	-	SYM
cana-2649	145	126	5	5	NUM
cana-2649	145	127	)	)	PUNCT
cana-2649	145	128	range	range	NOUN
cana-2649	145	129	score	score	NOUN
cana-2649	145	130	x4	x4	PROPN
cana-2649	145	131	(	(	PUNCT
cana-2649	145	132	1	1	NUM
cana-2649	145	133	-	-	SYM
cana-2649	145	134	5	5	NUM
cana-2649	145	135	)	)	PUNCT
cana-2649	145	136	range	range	NOUN
cana-2649	145	137	score	score	NOUN
cana-2649	145	138	(	(	PUNCT
cana-2649	145	139	1	1	NUM
cana-2649	145	140	-	-	SYM
cana-2649	145	141	5	5	NUM
cana-2649	145	142	)	)	PUNCT
cana-2649	145	143	range	range	NOUN
cana-2649	145	144	score	score	NOUN
cana-2649	145	145	(	(	PUNCT
cana-2649	145	146	1	1	NUM
cana-2649	145	147	-	-	SYM
cana-2649	145	148	5	5	NUM
cana-2649	145	149	)	)	PUNCT
cana-2649	145	150	range	range	NOUN
cana-2649	145	151	score	score	NOUN
cana-2649	145	152	x5	x5	PROPN
cana-2649	145	153	(	(	PUNCT
cana-2649	145	154	1	1	NUM
cana-2649	145	155	-	-	SYM
cana-2649	145	156	5	5	NUM
cana-2649	145	157	)	)	PUNCT
cana-2649	145	158	range	range	NOUN
cana-2649	145	159	score	score	NOUN
cana-2649	145	160	(	(	PUNCT
cana-2649	145	161	1	1	NUM
cana-2649	145	162	-	-	SYM
cana-2649	145	163	5	5	NUM
cana-2649	145	164	)	)	PUNCT
cana-2649	145	165	range	range	NOUN
cana-2649	145	166	score	score	NOUN
cana-2649	145	167	(	(	PUNCT
cana-2649	145	168	1	1	NUM
cana-2649	145	169	-	-	SYM
cana-2649	145	170	5	5	NUM
cana-2649	145	171	)	)	PUNCT
cana-2649	145	172	range	range	NOUN
cana-2649	145	173	score	score	NOUN
cana-2649	145	174	x6	x6	PROPN
cana-2649	145	175	(	(	PUNCT
cana-2649	145	176	1	1	NUM
cana-2649	145	177	-	-	SYM
cana-2649	145	178	5	5	NUM
cana-2649	145	179	)	)	PUNCT
cana-2649	145	180	range	range	NOUN
cana-2649	145	181	score	score	NOUN
cana-2649	145	182	(	(	PUNCT
cana-2649	145	183	1	1	NUM
cana-2649	145	184	-	-	SYM
cana-2649	145	185	5	5	NUM
cana-2649	145	186	)	)	PUNCT
cana-2649	145	187	range	range	NOUN
cana-2649	145	188	score	score	NOUN
cana-2649	145	189	(	(	PUNCT
cana-2649	145	190	1	1	NUM
cana-2649	145	191	-	-	SYM
cana-2649	145	192	5	5	NUM
cana-2649	145	193	)	)	PUNCT
cana-2649	145	194	range	range	NOUN
cana-2649	145	195	score	score	NOUN
cana-2649	145	196	analysis	analysis	NOUN
cana-2649	145	197	of	of	ADP
cana-2649	145	198	regression	regression	NOUN
cana-2649	145	199	and	and	CCONJ
cana-2649	145	200	correlation	correlation	NOUN
cana-2649	145	201	we	we	PRON
cana-2649	145	202	all	all	PRON
cana-2649	145	203	are	be	AUX
cana-2649	145	204	aware	aware	ADJ
cana-2649	145	205	that	that	SCONJ
cana-2649	145	206	the	the	DET
cana-2649	145	207	interaction	interaction	NOUN
cana-2649	145	208	between	between	ADP
cana-2649	145	209	two	two	NUM
cana-2649	145	210	variables	variable	NOUN
cana-2649	145	211	is	be	AUX
cana-2649	145	212	modelled	model	VERB
cana-2649	145	213	using	use	VERB
cana-2649	145	214	linear	linear	ADJ
cana-2649	145	215	regression	regression	NOUN
cana-2649	145	216	.	.	PUNCT
cana-2649	146	1	so	so	ADV
cana-2649	146	2	,	,	PUNCT
cana-2649	146	3	the	the	DET
cana-2649	146	4	following	follow	VERB
cana-2649	146	5	is	be	AUX
cana-2649	146	6	a	a	DET
cana-2649	146	7	straightforward	straightforward	ADJ
cana-2649	146	8	regression	regression	NOUN
cana-2649	146	9	analysis	analysis	NOUN
cana-2649	146	10	equation	equation	NOUN
cana-2649	146	11	:	:	PUNCT
cana-2649	146	12	(	(	PUNCT
cana-2649	146	13	)	)	PUNCT
cana-2649	146	14	=	=	PUNCT
cana-2649	147	1	+	+	NOUN
cana-2649	147	2	y	y	PROPN
cana-2649	147	3	a	a	DET
cana-2649	147	4	b	b	NOUN
cana-2649	147	5	x	x	SYM
cana-2649	147	6	where	where	SCONJ
cana-2649	147	7	,	,	PUNCT
cana-2649	147	8	y	y	PROPN
cana-2649	147	9	dependent	dependent	ADJ
cana-2649	147	10	variable=	variable=	NUM
cana-2649	148	1	x	x	SYM
cana-2649	148	2	independent	independent	ADJ
cana-2649	148	3	variable=	variable=	NUM
cana-2649	148	4	(	(	PUNCT
cana-2649	148	5	)	)	PUNCT
cana-2649	148	6	(	(	PUNCT
cana-2649	148	7	)	)	PUNCT
cana-2649	148	8	(	(	PUNCT
cana-2649	148	9	)	)	PUNCT
cana-2649	148	10	(	(	PUNCT
cana-2649	148	11	)	)	PUNCT
cana-2649	148	12	(	(	PUNCT
cana-2649	148	13	)	)	PUNCT
cana-2649	148	14	(	(	PUNCT
cana-2649	148	15	)	)	PUNCT
cana-2649	148	16	(	(	PUNCT
cana-2649	148	17	)	)	PUNCT
cana-2649	148	18	(	(	PUNCT
cana-2649	148	19	)	)	PUNCT
cana-2649	148	20	2	2	NUM
cana-2649	148	21	–	–	SYM
cana-2649	148	22	2	2	NUM
cana-2649	148	23	–	–	SYM
cana-2649	148	24	2	2	NUM
cana-2649	148	25			NOUN
cana-2649	148	26			NOUN
cana-2649	148	27			PROPN
cana-2649	148	28			PROPN
cana-2649	148	29			PROPN
cana-2649	148	30			PROPN
cana-2649	148	31			PROPN
cana-2649	148	32			X
cana-2649	148	33			X
cana-2649	148	34			X
cana-2649	148	35			X
cana-2649	148	36	=	=	PUNCT
cana-2649	148	37			X
cana-2649	148	38			X
cana-2649	148	39	y	y	NOUN
cana-2649	148	40	x	x	PUNCT
cana-2649	148	41	x	x	PUNCT
cana-2649	148	42	xy	xy	ADP
cana-2649	148	43	a	a	DET
cana-2649	148	44	n	n	NOUN
cana-2649	148	45	x	x	SYM
cana-2649	148	46	x	x	SYM
cana-2649	148	47	communications	communication	NOUN
cana-2649	148	48	on	on	ADP
cana-2649	148	49	applied	apply	VERB
cana-2649	148	50	nonlinear	nonlinear	ADJ
cana-2649	148	51	analysis	analysis	NOUN
cana-2649	148	52	issn	issn	NOUN
cana-2649	148	53	:	:	PUNCT
cana-2649	148	54	1074	1074	NUM
cana-2649	148	55	-	-	PUNCT
cana-2649	148	56	133x	133x	NUM
cana-2649	148	57	vol	vol	NOUN
cana-2649	148	58	32	32	NUM
cana-2649	148	59	no	no	NOUN
cana-2649	148	60	.	.	PUNCT
cana-2649	149	1	3s	3s	NUM
cana-2649	149	2	(	(	PUNCT
cana-2649	149	3	2025	2025	NUM
cana-2649	149	4	)	)	PUNCT
cana-2649	149	5	372	372	NUM
cana-2649	149	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	149	7	(	(	PUNCT
cana-2649	149	8	)	)	PUNCT
cana-2649	149	9	(	(	PUNCT
cana-2649	149	10	)	)	PUNCT
cana-2649	149	11	(	(	PUNCT
cana-2649	149	12	)	)	PUNCT
cana-2649	149	13	(	(	PUNCT
cana-2649	149	14	)	)	PUNCT
cana-2649	149	15	(	(	PUNCT
cana-2649	149	16	)	)	PUNCT
cana-2649	149	17	(	(	PUNCT
cana-2649	149	18	)	)	PUNCT
cana-2649	149	19	(	(	PUNCT
cana-2649	149	20	)	)	PUNCT
cana-2649	149	21	–	–	PUNCT
cana-2649	149	22	2	2	NUM
cana-2649	149	23	–	–	SYM
cana-2649	149	24	2	2	NUM
cana-2649	149	25			NOUN
cana-2649	149	26			NOUN
cana-2649	149	27			PROPN
cana-2649	149	28			PROPN
cana-2649	149	29			PROPN
cana-2649	149	30			PROPN
cana-2649	149	31			PROPN
cana-2649	149	32			X
cana-2649	149	33			X
cana-2649	149	34			X
cana-2649	149	35	=	=	PUNCT
cana-2649	149	36			X
cana-2649	149	37			X
cana-2649	150	1	n	n	ADV
cana-2649	150	2	xy	xy	NOUN
cana-2649	150	3	x	x	PUNCT
cana-2649	150	4	y	y	PROPN
cana-2649	150	5	b	b	PROPN
cana-2649	151	1	n	n	NOUN
cana-2649	151	2	x	x	NOUN
cana-2649	151	3	x	x	DET
cana-2649	151	4	convergence	convergence	NOUN
cana-2649	151	5	coefficient	coefficient	VERB
cana-2649	151	6	the	the	DET
cana-2649	151	7	equation	equation	NOUN
cana-2649	151	8	for	for	ADP
cana-2649	151	9	such	such	ADJ
cana-2649	151	10	line	line	NOUN
cana-2649	151	11	of	of	ADP
cana-2649	151	12	linear	linear	ADJ
cana-2649	151	13	regression	regression	NOUN
cana-2649	151	14	is	be	AUX
cana-2649	151	15	as	as	SCONJ
cana-2649	151	16	follows	follow	VERB
cana-2649	151	17	:	:	PUNCT
cana-2649	151	18	(	(	PUNCT
cana-2649	151	19	)	)	PUNCT
cana-2649	151	20	0	0	NUM
cana-2649	152	1	1=	1=	NUM
cana-2649	153	1	+	+	PROPN
cana-2649	153	2	y	y	PROPN
cana-2649	153	3	b	b	PROPN
cana-2649	153	4	b	b	PROPN
cana-2649	153	5	x	x	PROPN
cana-2649	153	6	0b	0b	NOUN
cana-2649	153	7	is	be	AUX
cana-2649	153	8	a	a	DET
cana-2649	153	9	constant	constant	ADJ
cana-2649	153	10	in	in	ADP
cana-2649	153	11	this	this	DET
cana-2649	153	12	instance	instance	NOUN
cana-2649	153	13	,	,	PUNCT
cana-2649	153	14	while	while	SCONJ
cana-2649	153	15	1b	1b	NUM
cana-2649	153	16	is	be	AUX
cana-2649	153	17	indeed	indeed	ADV
cana-2649	153	18	the	the	DET
cana-2649	153	19	regression	regression	NOUN
cana-2649	153	20	coefficient	coefficient	NOUN
cana-2649	153	21	.	.	PUNCT
cana-2649	154	1	the	the	DET
cana-2649	154	2	following	follow	VERB
cana-2649	154	3	is	be	AUX
cana-2649	154	4	a	a	DET
cana-2649	154	5	formula	formula	NOUN
cana-2649	154	6	for	for	ADP
cana-2649	154	7	such	such	ADJ
cana-2649	154	8	regression	regression	NOUN
cana-2649	154	9	coefficient	coefficient	NOUN
cana-2649	154	10	.	.	PUNCT
cana-2649	155	1	(	(	PUNCT
cana-2649	155	2	)	)	PUNCT
cana-2649	155	3	(	(	PUNCT
cana-2649	155	4	)	)	PUNCT
cana-2649	155	5	(	(	PUNCT
cana-2649	155	6	)	)	PUNCT
cana-2649	155	7	2	2	NUM
cana-2649	155	8	–	–	PUNCT
cana-2649	155	9	–	–	PUNCT
cana-2649	155	10	1	1	NUM
cana-2649	155	11	  	  	SPACE
cana-2649	155	12	–	–	PUNCT
cana-2649	155	13	=	=	SYM
cana-2649	155	14			X
cana-2649	155	15			X
cana-2649	156	1	yi	yi	X
cana-2649	156	2	y	y	NOUN
cana-2649	156	3	xi	xi	PROPN
cana-2649	157	1	x	x	PROPN
cana-2649	157	2	b	b	X
cana-2649	157	3	xi	xi	INTJ
cana-2649	157	4	x	x	NOUN
cana-2649	157	5	ix	ix	ADV
cana-2649	157	6	as	as	ADV
cana-2649	157	7	well	well	ADV
cana-2649	157	8	as	as	ADP
cana-2649	157	9	iy	iy	PROPN
cana-2649	157	10	,	,	PUNCT
cana-2649	157	11	which	which	PRON
cana-2649	157	12	represent	represent	VERB
cana-2649	157	13	the	the	DET
cana-2649	157	14	observed	observe	VERB
cana-2649	157	15	data	data	NOUN
cana-2649	157	16	sets	set	NOUN
cana-2649	157	17	,	,	PUNCT
cana-2649	157	18	x	x	PUNCT
cana-2649	157	19	as	as	ADV
cana-2649	157	20	well	well	ADV
cana-2649	157	21	as	as	ADP
cana-2649	157	22	y	y	PROPN
cana-2649	157	23	,	,	PUNCT
cana-2649	157	24	which	which	PRON
cana-2649	157	25	represents	represent	VERB
cana-2649	157	26	this	this	DET
cana-2649	157	27	mean	mean	ADJ
cana-2649	157	28	value	value	NOUN
cana-2649	157	29	of	of	ADP
cana-2649	157	30	each	each	DET
cana-2649	157	31	variable	variable	NOUN
cana-2649	157	32	,	,	PUNCT
cana-2649	157	33	respectively	respectively	ADV
cana-2649	157	34	,	,	PUNCT
cana-2649	157	35	we	we	PRON
cana-2649	157	36	are	be	AUX
cana-2649	157	37	aware	aware	ADJ
cana-2649	157	38	that	that	SCONJ
cana-2649	157	39	there	there	PRON
cana-2649	157	40	regression	regression	VERB
cana-2649	157	41	analysis	analysis	NOUN
cana-2649	157	42	equations	equation	NOUN
cana-2649	157	43	as	as	ADV
cana-2649	157	44	well	well	ADV
cana-2649	157	45	as	as	ADP
cana-2649	157	46	2	2	NUM
cana-2649	157	47	regression	regression	NOUN
cana-2649	157	48	coefficients	coefficient	NOUN
cana-2649	157	49	.	.	PUNCT
cana-2649	158	1	the	the	DET
cana-2649	158	2	formula	formula	NOUN
cana-2649	158	3	for	for	ADP
cana-2649	158	4	said	say	VERB
cana-2649	158	5	regression	regression	NOUN
cana-2649	158	6	coefficient	coefficient	NOUN
cana-2649	158	7	between	between	ADP
cana-2649	158	8	y	y	PROPN
cana-2649	158	9	as	as	ADV
cana-2649	158	10	well	well	ADV
cana-2649	158	11	as	as	ADP
cana-2649	158	12	x	x	PRON
cana-2649	158	13	is	be	AUX
cana-2649	158	14	:	:	PUNCT
cana-2649	158	15	  	  	SPACE
cana-2649	158	16			X
cana-2649	158	17			PROPN
cana-2649	158	18			NOUN
cana-2649	158	19			NOUN
cana-2649	158	20	=	=	SYM
cana-2649	158	21			PROPN
cana-2649	158	22			PROPN
cana-2649	159	1			PROPN
cana-2649	159	2			PROPN
cana-2649	159	3	y	y	PROPN
cana-2649	159	4	b	b	PROPN
cana-2649	159	5	ryx	ryx	NOUN
cana-2649	159	6	x	x	PUNCT
cana-2649	159	7	a	a	DET
cana-2649	159	8	formula	formula	NOUN
cana-2649	159	9	of	of	ADP
cana-2649	159	10	x	x	PUNCT
cana-2649	159	11	on	on	ADP
cana-2649	159	12	y	y	PROPN
cana-2649	159	13	regression	regression	NOUN
cana-2649	159	14	coefficient	coefficient	NOUN
cana-2649	159	15	is	be	AUX
cana-2649	159	16	:	:	PUNCT
cana-2649	159	17	  	  	SPACE
cana-2649	159	18			X
cana-2649	159	19			PROPN
cana-2649	159	20			NOUN
cana-2649	159	21			NOUN
cana-2649	159	22	=	=	SYM
cana-2649	159	23			PROPN
cana-2649	159	24			PROPN
cana-2649	160	1			PROPN
cana-2649	160	2			PROPN
cana-2649	160	3	x	x	SYM
cana-2649	160	4	b	b	NOUN
cana-2649	160	5	rxy	rxy	ADJ
cana-2649	160	6	y	y	PROPN
cana-2649	160	7	where	where	SCONJ
cana-2649	160	8	,	,	PUNCT
cana-2649	160	9	 	 	SPACE
cana-2649	160	10	x	x	PROPN
cana-2649	160	11	denotes	denote	VERB
cana-2649	160	12	deviation	deviation	NOUN
cana-2649	160	13	of	of	ADP
cana-2649	160	14	x	x	PUNCT
cana-2649	160	15	 	 	SPACE
cana-2649	160	16			PROPN
cana-2649	160	17	y	y	PROPN
cana-2649	160	18	denotes	denote	VERB
cana-2649	160	19	deviation	deviation	NOUN
cana-2649	160	20	of	of	ADP
cana-2649	160	21	y	y	PRON
cana-2649	160	22	the	the	DET
cana-2649	160	23	following	follow	VERB
cana-2649	160	24	is	be	AUX
cana-2649	160	25	a	a	DET
cana-2649	160	26	listing	listing	NOUN
cana-2649	160	27	of	of	ADP
cana-2649	160	28	a	a	DET
cana-2649	160	29	few	few	ADJ
cana-2649	160	30	characteristics	characteristic	NOUN
cana-2649	160	31	of	of	ADP
cana-2649	160	32	such	such	DET
cana-2649	160	33	a	a	DET
cana-2649	160	34	regression	regression	NOUN
cana-2649	160	35	coefficient	coefficient	NOUN
cana-2649	160	36	.	.	PUNCT
cana-2649	161	1	•	•	NOUN
cana-2649	161	2	this	this	DET
cana-2649	161	3	regression	regression	NOUN
cana-2649	161	4	coefficient	coefficient	NOUN
cana-2649	161	5	was	be	AUX
cana-2649	161	6	represented	represent	VERB
cana-2649	161	7	by	by	ADP
cana-2649	161	8	the	the	DET
cana-2649	161	9	number	number	NOUN
cana-2649	161	10	b	b	PROPN
cana-2649	161	11	.	.	PUNCT
cana-2649	162	1	byx	byx	PROPN
cana-2649	162	2	can	can	AUX
cana-2649	162	3	be	be	AUX
cana-2649	162	4	used	use	VERB
cana-2649	162	5	to	to	PART
cana-2649	162	6	indicate	indicate	VERB
cana-2649	162	7	this	this	DET
cana-2649	162	8	regression	regression	NOUN
cana-2649	162	9	coefficient	coefficient	NOUN
cana-2649	162	10	from	from	ADP
cana-2649	162	11	y	y	PROPN
cana-2649	162	12	on	on	ADP
cana-2649	162	13	x	x	X
cana-2649	162	14	.	.	PUNCT
cana-2649	163	1	bxy	bxy	PROPN
cana-2649	163	2	can	can	AUX
cana-2649	163	3	be	be	AUX
cana-2649	163	4	used	use	VERB
cana-2649	163	5	to	to	PART
cana-2649	163	6	indicate	indicate	VERB
cana-2649	163	7	the	the	DET
cana-2649	163	8	regression	regression	NOUN
cana-2649	163	9	coefficient	coefficient	NOUN
cana-2649	163	10	between	between	ADP
cana-2649	163	11	x	x	PROPN
cana-2649	163	12	3	3	NUM
cana-2649	163	13	and	and	CCONJ
cana-2649	163	14	y	y	PROPN
cana-2649	163	15	.	.	PUNCT
cana-2649	164	1	each	each	PRON
cana-2649	164	2	of	of	ADP
cana-2649	164	3	the	the	DET
cana-2649	164	4	two	two	NUM
cana-2649	164	5	regression	regression	NOUN
cana-2649	164	6	coefficients	coefficient	NOUN
cana-2649	164	7	will	will	AUX
cana-2649	164	8	be	be	AUX
cana-2649	164	9	less	less	ADJ
cana-2649	164	10	than	than	ADP
cana-2649	164	11	1	1	NUM
cana-2649	164	12	if	if	SCONJ
cana-2649	164	13	one	one	NUM
cana-2649	164	14	is	be	AUX
cana-2649	164	15	bigger	big	ADJ
cana-2649	164	16	than	than	ADP
cana-2649	164	17	1	1	NUM
cana-2649	164	18	.	.	PUNCT
cana-2649	165	1	communications	communication	NOUN
cana-2649	165	2	on	on	ADP
cana-2649	165	3	applied	apply	VERB
cana-2649	165	4	nonlinear	nonlinear	ADJ
cana-2649	165	5	analysis	analysis	NOUN
cana-2649	165	6	issn	issn	NOUN
cana-2649	165	7	:	:	PUNCT
cana-2649	165	8	1074	1074	NUM
cana-2649	165	9	-	-	PUNCT
cana-2649	165	10	133x	133x	NUM
cana-2649	165	11	vol	vol	NOUN
cana-2649	165	12	32	32	NUM
cana-2649	165	13	no	no	NOUN
cana-2649	165	14	.	.	PUNCT
cana-2649	166	1	3s	3s	NUM
cana-2649	166	2	(	(	PUNCT
cana-2649	166	3	2025	2025	NUM
cana-2649	166	4	)	)	PUNCT
cana-2649	166	5	373	373	NUM
cana-2649	166	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	166	7	•	•	NOUN
cana-2649	166	8	•	•	NOUN
cana-2649	166	9	they	they	PRON
cana-2649	166	10	are	be	AUX
cana-2649	166	11	not	not	PART
cana-2649	166	12	unaffected	unaffected	ADJ
cana-2649	166	13	by	by	ADP
cana-2649	166	14	the	the	DET
cana-2649	166	15	shift	shift	NOUN
cana-2649	166	16	in	in	ADP
cana-2649	166	17	scale	scale	NOUN
cana-2649	166	18	.	.	PUNCT
cana-2649	167	1	if	if	SCONJ
cana-2649	167	2	x	x	PRON
cana-2649	167	3	and	and	CCONJ
cana-2649	167	4	y	y	PROPN
cana-2649	167	5	were	be	AUX
cana-2649	167	6	multiplied	multiply	VERB
cana-2649	167	7	either	either	CCONJ
cana-2649	167	8	by	by	ADP
cana-2649	167	9	constant	constant	ADJ
cana-2649	167	10	,	,	PUNCT
cana-2649	167	11	then	then	ADV
cana-2649	167	12	regression	regression	VERB
cana-2649	167	13	coefficient	coefficient	NOUN
cana-2649	167	14	would	would	AUX
cana-2649	167	15	change	change	VERB
cana-2649	167	16	for	for	ADP
cana-2649	167	17	both	both	PRON
cana-2649	167	18	of	of	ADP
cana-2649	167	19	them	they	PRON
cana-2649	167	20	.	.	PUNCT
cana-2649	168	1	•	•	ADP
cana-2649	168	2	its	its	PRON
cana-2649	168	3	arithmetic	arithmetic	ADJ
cana-2649	168	4	mean	mean	NOUN
cana-2649	168	5	between	between	ADP
cana-2649	168	6	both	both	DET
cana-2649	168	7	regression	regression	NOUN
cana-2649	168	8	coefficients	coefficient	NOUN
cana-2649	168	9	exceeds	exceed	NOUN
cana-2649	168	10	or	or	CCONJ
cana-2649	168	11	if	if	SCONJ
cana-2649	168	12	it	it	PRON
cana-2649	168	13	is	be	AUX
cana-2649	168	14	equal	equal	ADJ
cana-2649	168	15	to	to	ADP
cana-2649	168	16	a	a	DET
cana-2649	168	17	correlation	correlation	NOUN
cana-2649	168	18	coefficient	coefficient	NOUN
cana-2649	168	19	.	.	PUNCT
cana-2649	169	1	•	•	NUM
cana-2649	169	2	the	the	DET
cana-2649	169	3	correlation	correlation	NOUN
cana-2649	169	4	coefficient	coefficient	NOUN
cana-2649	169	5	is	be	AUX
cana-2649	169	6	the	the	DET
cana-2649	169	7	geometric	geometric	ADJ
cana-2649	169	8	mean	mean	NOUN
cana-2649	169	9	of	of	ADP
cana-2649	169	10	the	the	DET
cana-2649	169	11	two	two	NUM
cana-2649	169	12	regression	regression	NOUN
cana-2649	169	13	coefficients	coefficient	NOUN
cana-2649	169	14	.	.	PUNCT
cana-2649	170	1	byx	byx	PROPN
cana-2649	170	2	also	also	ADV
cana-2649	170	3	was	be	AUX
cana-2649	170	4	positive	positive	ADJ
cana-2649	170	5	ifbxy	ifbxy	NOUN
cana-2649	170	6	was	be	AUX
cana-2649	170	7	positive	positive	ADJ
cana-2649	170	8	,	,	PUNCT
cana-2649	170	9	as	as	ADV
cana-2649	170	10	well	well	ADV
cana-2649	170	11	as	as	ADP
cana-2649	170	12	vice	vice	NOUN
cana-2649	170	13	versa	versa	ADV
cana-2649	170	14	.	.	PUNCT
cana-2649	171	1	visit	visit	VERB
cana-2649	171	2	us	we	PRON
cana-2649	171	3	here	here	ADV
cana-2649	171	4	at	at	ADP
cana-2649	171	5	byju	byju	NOUN
cana-2649	171	6	's	's	PART
cana-2649	171	7	its	its	PRON
cana-2649	171	8	learning	learn	VERB
cana-2649	171	9	app	app	NOUN
cana-2649	171	10	to	to	PART
cana-2649	171	11	learn	learn	VERB
cana-2649	171	12	much	much	ADJ
cana-2649	171	13	about	about	ADP
cana-2649	171	14	correlation	correlation	NOUN
cana-2649	171	15	as	as	ADV
cana-2649	171	16	well	well	ADV
cana-2649	171	17	as	as	ADP
cana-2649	171	18	regression	regression	NOUN
cana-2649	171	19	formulae	formulae	ADJ
cana-2649	171	20	,	,	PUNCT
cana-2649	171	21	the	the	DET
cana-2649	171	22	distinction	distinction	NOUN
cana-2649	171	23	between	between	ADP
cana-2649	171	24	the	the	DET
cana-2649	171	25	two	two	NUM
cana-2649	171	26	,	,	PUNCT
cana-2649	171	27	as	as	ADV
cana-2649	171	28	well	well	ADV
cana-2649	171	29	as	as	ADP
cana-2649	171	30	examples	example	NOUN
cana-2649	171	31	.	.	PUNCT
cana-2649	172	1	•	•	NUM
cana-2649	172	2	this	this	DET
cana-2649	172	3	box	box	NOUN
cana-2649	172	4	of	of	ADP
cana-2649	172	5	regression	regression	NOUN
cana-2649	172	6	formulae	formulae	NOUN
cana-2649	172	7	is	be	AUX
cana-2649	172	8	pasted	paste	VERB
cana-2649	172	9	from	from	ADP
cana-2649	172	10	the	the	DET
cana-2649	172	11	public	public	ADJ
cana-2649	172	12	domain	domain	NOUN
cana-2649	172	13	and	and	CCONJ
cana-2649	172	14	needs	need	VERB
cana-2649	172	15	to	to	PART
cana-2649	172	16	be	be	AUX
cana-2649	172	17	customized	customize	VERB
cana-2649	172	18	for	for	ADP
cana-2649	172	19	this	this	DET
cana-2649	172	20	manuscript	manuscript	NOUN
cana-2649	172	21	.	.	PUNCT
cana-2649	173	1	interpretation	interpretation	NOUN
cana-2649	173	2	validations	validation	NOUN
cana-2649	173	3	•	•	ADP
cana-2649	173	4	the	the	DET
cana-2649	173	5	top-2	top-2	PUNCT
cana-2649	173	6	high	high	ADJ
cana-2649	173	7	correlations	correlation	NOUN
cana-2649	173	8	from	from	ADP
cana-2649	173	9	six	six	NUM
cana-2649	173	10	of	of	ADP
cana-2649	173	11	the	the	DET
cana-2649	173	12	x	x	NOUN
cana-2649	173	13	factors	factor	NOUN
cana-2649	173	14	to	to	ADP
cana-2649	173	15	y	y	PROPN
cana-2649	173	16	,	,	PUNCT
cana-2649	173	17	shall	shall	AUX
cana-2649	173	18	be	be	AUX
cana-2649	173	19	seen	see	VERB
cana-2649	173	20	as	as	ADP
cana-2649	173	21	high	high	ADJ
cana-2649	173	22	influence	influence	NOUN
cana-2649	173	23	for	for	ADP
cana-2649	173	24	the	the	DET
cana-2649	173	25	current	current	ADJ
cana-2649	173	26	sentiment	sentiment	NOUN
cana-2649	173	27	•	•	ADP
cana-2649	173	28	the	the	DET
cana-2649	173	29	least-2	least-2	PROPN
cana-2649	173	30	correlations	correlation	NOUN
cana-2649	173	31	from	from	ADP
cana-2649	173	32	six	six	NUM
cana-2649	173	33	of	of	ADP
cana-2649	173	34	the	the	DET
cana-2649	173	35	x	x	NOUN
cana-2649	173	36	factors	factor	NOUN
cana-2649	173	37	to	to	ADP
cana-2649	173	38	y	y	PROPN
cana-2649	173	39	,	,	PUNCT
cana-2649	173	40	shall	shall	AUX
cana-2649	173	41	be	be	AUX
cana-2649	173	42	seen	see	VERB
cana-2649	173	43	as	as	ADP
cana-2649	173	44	negligible	negligible	ADJ
cana-2649	173	45	influence	influence	NOUN
cana-2649	173	46	for	for	ADP
cana-2649	173	47	the	the	DET
cana-2649	173	48	current	current	ADJ
cana-2649	173	49	sentiment	sentiment	NOUN
cana-2649	173	50	•	•	ADP
cana-2649	173	51	the	the	DET
cana-2649	173	52	middle-2	middle-2	NUM
cana-2649	173	53	range	range	NOUN
cana-2649	173	54	correlations	correlation	NOUN
cana-2649	173	55	from	from	ADP
cana-2649	173	56	six	six	NUM
cana-2649	173	57	of	of	ADP
cana-2649	173	58	the	the	DET
cana-2649	173	59	x	x	NOUN
cana-2649	173	60	factors	factor	NOUN
cana-2649	173	61	to	to	ADP
cana-2649	173	62	y	y	PROPN
cana-2649	173	63	,	,	PUNCT
cana-2649	173	64	shall	shall	AUX
cana-2649	173	65	be	be	AUX
cana-2649	173	66	seen	see	VERB
cana-2649	173	67	as	as	ADP
cana-2649	173	68	moderate	moderate	ADJ
cana-2649	173	69	influence	influence	NOUN
cana-2649	173	70	for	for	ADP
cana-2649	173	71	the	the	DET
cana-2649	173	72	current	current	ADJ
cana-2649	173	73	sentiment	sentiment	NOUN
cana-2649	173	74	4	4	NUM
cana-2649	173	75	experimental	experimental	ADJ
cana-2649	173	76	study	study	NOUN
cana-2649	173	77	the	the	DET
cana-2649	173	78	data	data	NOUN
cana-2649	173	79	analysis	analysis	NOUN
cana-2649	173	80	model	model	NOUN
cana-2649	173	81	discussed	discuss	VERB
cana-2649	173	82	in	in	ADP
cana-2649	173	83	the	the	DET
cana-2649	173	84	earlier	early	ADJ
cana-2649	173	85	section	section	NOUN
cana-2649	173	86	was	be	AUX
cana-2649	173	87	trained	train	VERB
cana-2649	173	88	into	into	ADP
cana-2649	173	89	the	the	DET
cana-2649	173	90	svm	svm	ADJ
cana-2649	173	91	classifier	classifier	NOUN
cana-2649	173	92	,	,	PUNCT
cana-2649	173	93	and	and	CCONJ
cana-2649	173	94	the	the	DET
cana-2649	173	95	model	model	NOUN
cana-2649	173	96	is	be	AUX
cana-2649	173	97	tested	test	VERB
cana-2649	173	98	based	base	VERB
cana-2649	173	99	on	on	ADP
cana-2649	173	100	350	350	NUM
cana-2649	173	101	set	set	NOUN
cana-2649	173	102	of	of	ADP
cana-2649	173	103	data	datum	NOUN
cana-2649	173	104	records	record	NOUN
cana-2649	173	105	worked	work	VERB
cana-2649	173	106	manually	manually	ADV
cana-2649	173	107	for	for	ADP
cana-2649	173	108	sentimental	sentimental	ADJ
cana-2649	173	109	data	datum	NOUN
cana-2649	173	110	classification	classification	NOUN
cana-2649	173	111	and	and	CCONJ
cana-2649	173	112	used	use	VERB
cana-2649	173	113	the	the	DET
cana-2649	173	114	pattern	pattern	NOUN
cana-2649	173	115	for	for	ADP
cana-2649	173	116	the	the	DET
cana-2649	173	117	analysis	analysis	NOUN
cana-2649	173	118	.	.	PUNCT
cana-2649	174	1	the	the	DET
cana-2649	174	2	sentimental	sentimental	ADJ
cana-2649	174	3	data	datum	NOUN
cana-2649	174	4	and	and	CCONJ
cana-2649	174	5	its	its	PRON
cana-2649	174	6	internal	internal	ADJ
cana-2649	174	7	analysis	analysis	NOUN
cana-2649	174	8	process	process	NOUN
cana-2649	174	9	is	be	AUX
cana-2649	174	10	assessed	assess	VERB
cana-2649	174	11	,	,	PUNCT
cana-2649	174	12	and	and	CCONJ
cana-2649	174	13	the	the	DET
cana-2649	174	14	structured	structured	ADJ
cana-2649	174	15	data	datum	NOUN
cana-2649	174	16	alongside	alongside	ADP
cana-2649	174	17	the	the	DET
cana-2649	174	18	interpretation	interpretation	NOUN
cana-2649	174	19	is	be	AUX
cana-2649	174	20	used	use	VERB
cana-2649	174	21	for	for	ADP
cana-2649	174	22	the	the	DET
cana-2649	174	23	analysis	analysis	NOUN
cana-2649	174	24	purpose	purpose	NOUN
cana-2649	174	25	.	.	PUNCT
cana-2649	175	1	to	to	PART
cana-2649	175	2	detail	detail	VERB
cana-2649	175	3	the	the	DET
cana-2649	175	4	iteration	iteration	NOUN
cana-2649	175	5	on	on	ADP
cana-2649	175	6	how	how	SCONJ
cana-2649	175	7	each	each	PRON
cana-2649	175	8	of	of	ADP
cana-2649	175	9	those	those	DET
cana-2649	175	10	350	350	NUM
cana-2649	175	11	is	be	AUX
cana-2649	175	12	assessed	assess	VERB
cana-2649	175	13	for	for	ADP
cana-2649	175	14	the	the	DET
cana-2649	175	15	influence	influence	NOUN
cana-2649	175	16	category	category	NOUN
cana-2649	175	17	,	,	PUNCT
cana-2649	175	18	one	one	NUM
cana-2649	175	19	such	such	ADJ
cana-2649	175	20	dataset	dataset	NOUN
cana-2649	175	21	related	relate	VERB
cana-2649	175	22	to	to	ADP
cana-2649	175	23	political	political	ADJ
cana-2649	175	24	topic	topic	NOUN
cana-2649	175	25	is	be	AUX
cana-2649	175	26	compiled	compile	VERB
cana-2649	175	27	and	and	CCONJ
cana-2649	175	28	depicted	depict	VERB
cana-2649	175	29	below	below	ADV
cana-2649	175	30	,	,	PUNCT
cana-2649	175	31	where	where	SCONJ
cana-2649	175	32	in	in	ADP
cana-2649	175	33	it	it	PRON
cana-2649	175	34	reflects	reflect	VERB
cana-2649	175	35	on	on	ADP
cana-2649	175	36	the	the	DET
cana-2649	175	37	systematic	systematic	ADJ
cana-2649	175	38	approach	approach	NOUN
cana-2649	175	39	of	of	ADP
cana-2649	175	40	classification	classification	NOUN
cana-2649	175	41	followed	follow	VERB
cana-2649	175	42	.	.	PUNCT
cana-2649	176	1	in	in	ADP
cana-2649	176	2	one	one	NUM
cana-2649	176	3	iteration	iteration	NOUN
cana-2649	176	4	,	,	PUNCT
cana-2649	176	5	a	a	DET
cana-2649	176	6	global	global	ADJ
cana-2649	176	7	view	view	NOUN
cana-2649	176	8	on	on	ADP
cana-2649	176	9	the	the	DET
cana-2649	176	10	#	#	NOUN
cana-2649	176	11	metoo	metoo	NOUN
cana-2649	176	12	topic	topic	NOUN
cana-2649	176	13	is	be	AUX
cana-2649	176	14	used	use	VERB
cana-2649	176	15	for	for	ADP
cana-2649	176	16	analysis	analysis	NOUN
cana-2649	176	17	.	.	PUNCT
cana-2649	177	1	using	use	VERB
cana-2649	177	2	the	the	DET
cana-2649	177	3	12	12	NUM
cana-2649	177	4	different	different	ADJ
cana-2649	177	5	groups	group	NOUN
cana-2649	177	6	for	for	ADP
cana-2649	177	7	analysis	analysis	NOUN
cana-2649	177	8	,	,	PUNCT
cana-2649	177	9	the	the	DET
cana-2649	177	10	patterns	pattern	NOUN
cana-2649	177	11	were	be	AUX
cana-2649	177	12	modelled	model	VERB
cana-2649	177	13	table	table	NOUN
cana-2649	177	14	4	4	NUM
cana-2649	177	15	.	.	PUNCT
cana-2649	177	16	table	table	NOUN
cana-2649	177	17	4	4	NUM
cana-2649	177	18	:	:	PUNCT
cana-2649	177	19	using	use	VERB
cana-2649	177	20	the	the	DET
cana-2649	177	21	12	12	NUM
cana-2649	177	22	different	different	ADJ
cana-2649	177	23	groups	group	NOUN
cana-2649	177	24	for	for	ADP
cana-2649	177	25	analysis	analysis	NOUN
cana-2649	177	26	y	y	PROPN
cana-2649	177	27	(	(	PUNCT
cana-2649	177	28	sentimen	sentimen	PROPN
cana-2649	177	29	t	t	PROPN
cana-2649	177	30	)	)	PUNCT
cana-2649	177	31	x1	x1	PROPN
cana-2649	177	32	(	(	PUNCT
cana-2649	177	33	environmen	environmen	PROPN
cana-2649	177	34	t	t	PROPN
cana-2649	177	35	)	)	PUNCT
cana-2649	177	36	x2	x2	PROPN
cana-2649	177	37	(	(	PUNCT
cana-2649	177	38	economi	economi	NOUN
cana-2649	177	39	c	c	NOUN
cana-2649	177	40	)	)	PUNCT
cana-2649	177	41	x3	x3	NOUN
cana-2649	177	42	(	(	PUNCT
cana-2649	177	43	environme	environme	PROPN
cana-2649	177	44	nt	not	PART
cana-2649	177	45	x4	x4	PROPN
cana-2649	177	46	(	(	PUNCT
cana-2649	177	47	technologica	technologica	PROPN
cana-2649	177	48	l	l	NOUN
cana-2649	177	49	)	)	PUNCT
cana-2649	177	50	x5	x5	PROPN
cana-2649	177	51	(	(	PUNCT
cana-2649	177	52	legal	legal	ADJ
cana-2649	177	53	)	)	PUNCT
cana-2649	177	54	x6	x6	PROPN
cana-2649	177	55	(	(	PUNCT
cana-2649	177	56	social	social	ADJ
cana-2649	177	57	)	)	PUNCT
cana-2649	177	58	4	4	NUM
cana-2649	177	59	5	5	NUM
cana-2649	177	60	3	3	NUM
cana-2649	177	61	5	5	NUM
cana-2649	177	62	5	5	NUM
cana-2649	177	63	2	2	NUM
cana-2649	177	64	3	3	NUM
cana-2649	177	65	3	3	NUM
cana-2649	177	66	3	3	NUM
cana-2649	177	67	2	2	NUM
cana-2649	177	68	4	4	NUM
cana-2649	177	69	1	1	NUM
cana-2649	177	70	5	5	NUM
cana-2649	177	71	1	1	NUM
cana-2649	177	72	1	1	NUM
cana-2649	177	73	5	5	NUM
cana-2649	177	74	3	3	NUM
cana-2649	177	75	2	2	NUM
cana-2649	177	76	4	4	NUM
cana-2649	177	77	5	5	NUM
cana-2649	177	78	4	4	NUM
cana-2649	177	79	communications	communication	NOUN
cana-2649	177	80	on	on	ADP
cana-2649	177	81	applied	apply	VERB
cana-2649	177	82	nonlinear	nonlinear	ADJ
cana-2649	177	83	analysis	analysis	NOUN
cana-2649	177	84	issn	issn	NOUN
cana-2649	177	85	:	:	PUNCT
cana-2649	177	86	1074	1074	NUM
cana-2649	177	87	-	-	PUNCT
cana-2649	177	88	133x	133x	NUM
cana-2649	177	89	vol	vol	NOUN
cana-2649	177	90	32	32	NUM
cana-2649	178	1	no	no	NOUN
cana-2649	178	2	.	.	PUNCT
cana-2649	179	1	3s	3s	NUM
cana-2649	179	2	(	(	PUNCT
cana-2649	179	3	2025	2025	NUM
cana-2649	179	4	)	)	PUNCT
cana-2649	179	5	374	374	NUM
cana-2649	179	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	179	7	3	3	NUM
cana-2649	179	8	3	3	NUM
cana-2649	179	9	1	1	NUM
cana-2649	179	10	1	1	NUM
cana-2649	179	11	3	3	NUM
cana-2649	179	12	5	5	NUM
cana-2649	179	13	3	3	NUM
cana-2649	179	14	3	3	NUM
cana-2649	179	15	3	3	NUM
cana-2649	179	16	4	4	NUM
cana-2649	179	17	4	4	NUM
cana-2649	179	18	5	5	NUM
cana-2649	179	19	3	3	NUM
cana-2649	179	20	2	2	NUM
cana-2649	179	21	2	2	NUM
cana-2649	179	22	4	4	NUM
cana-2649	179	23	3	3	NUM
cana-2649	179	24	3	3	NUM
cana-2649	179	25	3	3	NUM
cana-2649	179	26	2	2	NUM
cana-2649	179	27	1	1	NUM
cana-2649	179	28	3	3	NUM
cana-2649	179	29	4	4	NUM
cana-2649	179	30	3	3	NUM
cana-2649	179	31	1	1	NUM
cana-2649	179	32	5	5	NUM
cana-2649	179	33	3	3	NUM
cana-2649	179	34	5	5	NUM
cana-2649	179	35	5	5	NUM
cana-2649	179	36	4	4	NUM
cana-2649	179	37	1	1	NUM
cana-2649	179	38	3	3	NUM
cana-2649	179	39	1	1	NUM
cana-2649	179	40	4	4	NUM
cana-2649	179	41	5	5	NUM
cana-2649	179	42	4	4	NUM
cana-2649	179	43	5	5	NUM
cana-2649	179	44	5	5	NUM
cana-2649	179	45	2	2	NUM
cana-2649	179	46	5	5	NUM
cana-2649	179	47	3	3	NUM
cana-2649	179	48	4	4	NUM
cana-2649	179	49	5	5	NUM
cana-2649	179	50	5	5	NUM
cana-2649	179	51	4	4	NUM
cana-2649	179	52	4	4	NUM
cana-2649	179	53	1	1	NUM
cana-2649	179	54	4	4	NUM
cana-2649	179	55	1	1	NUM
cana-2649	179	56	2	2	NUM
cana-2649	179	57	1	1	NUM
cana-2649	179	58	2	2	NUM
cana-2649	179	59	3	3	NUM
cana-2649	179	60	5	5	NUM
cana-2649	179	61	3	3	NUM
cana-2649	179	62	2	2	NUM
cana-2649	179	63	5	5	NUM
cana-2649	179	64	4	4	NUM
cana-2649	179	65	2	2	NUM
cana-2649	179	66	4	4	NUM
cana-2649	179	67	1	1	NUM
cana-2649	179	68	3	3	NUM
cana-2649	179	69	4	4	NUM
cana-2649	179	70	summary	summary	NOUN
cana-2649	179	71	output	output	NOUN
cana-2649	179	72	regression	regression	NOUN
cana-2649	179	73	statistics	statistic	NOUN
cana-2649	179	74	multiple	multiple	ADJ
cana-2649	179	75	r	r	NOUN
cana-2649	179	76	0.79376	0.79376	NUM
cana-2649	179	77	9284	9284	NUM
cana-2649	179	78	r	r	NOUN
cana-2649	179	79	square	square	NOUN
cana-2649	179	80	0.63006	0.63006	NUM
cana-2649	179	81	9676	9676	NUM
cana-2649	179	82	adjusted	adjust	VERB
cana-2649	179	83	r	r	NOUN
cana-2649	179	84	square	square	NOUN
cana-2649	179	85	0.18615	0.18615	NUM
cana-2649	179	86	3288	3288	NUM
cana-2649	179	87	standard	standard	ADJ
cana-2649	179	88	error	error	NOUN
cana-2649	179	89	0.97757	0.97757	NUM
cana-2649	179	90	5233	5233	NUM
cana-2649	179	91	observations	observation	NOUN
cana-2649	179	92	12	12	NUM
cana-2649	179	93	anova	anova	PROPN
cana-2649	179	94	df	df	PROPN
cana-2649	179	95	ss	ss	PROPN
cana-2649	180	1	ms	ms	PROPN
cana-2649	180	2	f	f	PROPN
cana-2649	180	3	significa	significa	PROPN
cana-2649	180	4	nce	nce	PROPN
cana-2649	180	5	f	f	PROPN
cana-2649	180	6	regression	regression	VERB
cana-2649	180	7	6	6	NUM
cana-2649	180	8	8.1384	8.1384	NUM
cana-2649	180	9	1.356	1.356	NUM
cana-2649	180	10	4	4	NUM
cana-2649	180	11	1.41934	1.41934	NUM
cana-2649	180	12	313	313	NUM
cana-2649	180	13	0.35890	0.35890	NUM
cana-2649	180	14	3886	3886	NUM
cana-2649	180	15	residual	residual	ADJ
cana-2649	180	16	5	5	NUM
cana-2649	180	17	4.778267	4.778267	NUM
cana-2649	180	18	0.955	0.955	NUM
cana-2649	180	19	653	653	NUM
cana-2649	180	20	communications	communication	NOUN
cana-2649	180	21	on	on	ADP
cana-2649	180	22	applied	apply	VERB
cana-2649	180	23	nonlinear	nonlinear	ADJ
cana-2649	180	24	analysis	analysis	NOUN
cana-2649	180	25	issn	issn	NOUN
cana-2649	180	26	:	:	PUNCT
cana-2649	180	27	1074	1074	NUM
cana-2649	180	28	-	-	PUNCT
cana-2649	180	29	133x	133x	NUM
cana-2649	180	30	vol	vol	NOUN
cana-2649	180	31	32	32	NUM
cana-2649	180	32	no	no	NOUN
cana-2649	180	33	.	.	PUNCT
cana-2649	181	1	3s	3s	NUM
cana-2649	181	2	(	(	PUNCT
cana-2649	181	3	2025	2025	NUM
cana-2649	181	4	)	)	PUNCT
cana-2649	181	5	375	375	NUM
cana-2649	181	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	181	7	total	total	ADJ
cana-2649	181	8	11	11	NUM
cana-2649	181	9	12.91667	12.91667	NUM
cana-2649	181	10	coeffici	coeffici	ADJ
cana-2649	181	11	ents	ent	NOUN
cana-2649	181	12	standard	standard	ADJ
cana-2649	181	13	error	error	NOUN
cana-2649	181	14	t	t	NOUN
cana-2649	181	15	stat	stat	NOUN
cana-2649	181	16	p	p	NOUN
cana-2649	181	17	-	-	PUNCT
cana-2649	181	18	value	value	NOUN
cana-2649	181	19	lower	low	ADJ
cana-2649	181	20	95	95	NUM
cana-2649	181	21	%	%	NOUN
cana-2649	181	22	upper	upper	ADJ
cana-2649	181	23	95	95	NUM
cana-2649	181	24	%	%	NOUN
cana-2649	181	25	lower	low	ADJ
cana-2649	181	26	95.0	95.0	NUM
cana-2649	181	27	%	%	NOUN
cana-2649	181	28	upper	upper	ADJ
cana-2649	181	29	95.0	95.0	NUM
cana-2649	181	30	%	%	NOUN
cana-2649	181	31	intercept	intercept	NOUN
cana-2649	181	32	1.77664	1.77664	NUM
cana-2649	181	33	5461	5461	NUM
cana-2649	181	34	2.326899	2.326899	NUM
cana-2649	181	35	0.763	0.763	NUM
cana-2649	181	36	525	525	NUM
cana-2649	181	37	0.47960	0.47960	NUM
cana-2649	181	38	7402	7402	NUM
cana-2649	181	39	4.20483	4.20483	NUM
cana-2649	181	40	7701	7701	NUM
cana-2649	181	41	7.7581	7.7581	NUM
cana-2649	181	42	29	29	NUM
cana-2649	181	43	4.20484	4.20484	NUM
cana-2649	181	44	7.75812	7.75812	NUM
cana-2649	181	45	9	9	NUM
cana-2649	181	46	x1	x1	PROPN
cana-2649	181	47	0.01880	0.01880	NUM
cana-2649	181	48	8707	8707	NUM
cana-2649	181	49	0.258123	0.258123	NUM
cana-2649	181	50	0.072	0.072	NUM
cana-2649	181	51	867	867	NUM
cana-2649	181	52	0.94473	0.94473	NUM
cana-2649	181	53	6934	6934	NUM
cana-2649	181	54	0.64471	0.64471	NUM
cana-2649	181	55	8002	8002	NUM
cana-2649	181	56	0.6823	0.6823	NUM
cana-2649	181	57	35	35	NUM
cana-2649	181	58	0.64472	0.64472	NUM
cana-2649	181	59	0.68233	0.68233	NUM
cana-2649	181	60	5	5	NUM
cana-2649	181	61	x2	x2	NOUN
cana-2649	181	62	0.84145	0.84145	NUM
cana-2649	181	63	1253	1253	NUM
cana-2649	181	64	0.32541	0.32541	NUM
cana-2649	181	65	2.585	2.585	NUM
cana-2649	181	66	82	82	NUM
cana-2649	181	67	0.04908	0.04908	NUM
cana-2649	181	68	459	459	NUM
cana-2649	181	69	1.67794	1.67794	NUM
cana-2649	181	70	3206	3206	NUM
cana-2649	181	71	0.0049	0.0049	NUM
cana-2649	181	72	6	6	NUM
cana-2649	181	73	1.67794	1.67794	NUM
cana-2649	181	74	0.00496	0.00496	NUM
cana-2649	181	75	x3	x3	NOUN
cana-2649	181	76	0.23685	0.23685	NUM
cana-2649	181	77	1908	1908	NUM
cana-2649	181	78	0.519264	0.519264	NUM
cana-2649	181	79	0.456	0.456	NUM
cana-2649	181	80	13	13	NUM
cana-2649	181	81	0.66742	0.66742	NUM
cana-2649	181	82	458	458	NUM
cana-2649	181	83	1.09795	1.09795	NUM
cana-2649	181	84	9924	9924	NUM
cana-2649	181	85	1.5716	1.5716	NUM
cana-2649	181	86	64	64	NUM
cana-2649	181	87	1.09796	1.09796	NUM
cana-2649	181	88	1.57166	1.57166	NUM
cana-2649	181	89	4	4	NUM
cana-2649	181	90	x4	x4	PROPN
cana-2649	181	91	0.17107	0.17107	NUM
cana-2649	181	92	3417	3417	NUM
cana-2649	181	93	0.263827	0.263827	NUM
cana-2649	181	94	0.648	0.648	NUM
cana-2649	181	95	431	431	NUM
cana-2649	181	96	0.54530	0.54530	NUM
cana-2649	181	97	4562	4562	NUM
cana-2649	181	98	0.50711	0.50711	NUM
cana-2649	181	99	5214	5214	NUM
cana-2649	181	100	0.8492	0.8492	NUM
cana-2649	182	1	62	62	NUM
cana-2649	182	2	0.50712	0.50712	NUM
cana-2649	182	3	0.84926	0.84926	NUM
cana-2649	182	4	2	2	NUM
cana-2649	182	5	x5	x5	NOUN
cana-2649	182	6	0.37685	0.37685	NUM
cana-2649	182	7	0925	0925	NUM
cana-2649	182	8	0.247789	0.247789	NUM
cana-2649	182	9	1.520	1.520	NUM
cana-2649	182	10	854	854	NUM
cana-2649	182	11	0.18877	0.18877	NUM
cana-2649	182	12	7063	7063	NUM
cana-2649	182	13	0.26011	0.26011	NUM
cana-2649	182	14	1018	1018	NUM
cana-2649	182	15	1.0138	1.0138	NUM
cana-2649	182	16	13	13	NUM
cana-2649	182	17	0.26011	0.26011	NUM
cana-2649	182	18	1.01381	1.01381	NUM
cana-2649	182	19	3	3	NUM
cana-2649	182	20	x6	x6	PROPN
cana-2649	182	21	0.55132	0.55132	NUM
cana-2649	182	22	6701	6701	NUM
cana-2649	182	23	0.311563	0.311563	NUM
cana-2649	182	24	1.769	1.769	NUM
cana-2649	182	25	552	552	NUM
cana-2649	182	26	0.13702	0.13702	NUM
cana-2649	182	27	6654	6654	NUM
cana-2649	182	28	0.24957	0.24957	NUM
cana-2649	182	29	1129	1129	NUM
cana-2649	182	30	1.3522	1.3522	NUM
cana-2649	182	31	25	25	NUM
cana-2649	182	32	0.24957	0.24957	NUM
cana-2649	182	33	1.35222	1.35222	NUM
cana-2649	182	34	5	5	NUM
cana-2649	182	35	as	as	ADP
cana-2649	182	36	per	per	ADP
cana-2649	182	37	the	the	DET
cana-2649	182	38	interpretation	interpretation	NOUN
cana-2649	182	39	validations	validation	NOUN
cana-2649	182	40	,	,	PUNCT
cana-2649	182	41	the	the	DET
cana-2649	182	42	social	social	ADJ
cana-2649	182	43	and	and	CCONJ
cana-2649	182	44	legal	legal	ADJ
cana-2649	182	45	factors	factor	NOUN
cana-2649	182	46	have	have	VERB
cana-2649	182	47	more	more	ADJ
cana-2649	182	48	direct	direct	ADJ
cana-2649	182	49	underlying	underlying	ADJ
cana-2649	182	50	influence	influence	NOUN
cana-2649	182	51	,	,	PUNCT
cana-2649	182	52	and	and	CCONJ
cana-2649	182	53	the	the	DET
cana-2649	182	54	technological	technological	ADJ
cana-2649	182	55	aspects	aspect	NOUN
cana-2649	182	56	stand	stand	VERB
cana-2649	182	57	moderate	moderate	ADJ
cana-2649	182	58	,	,	PUNCT
cana-2649	182	59	while	while	SCONJ
cana-2649	182	60	economic	economic	ADJ
cana-2649	182	61	factors	factor	NOUN
cana-2649	182	62	stand	stand	VERB
cana-2649	182	63	the	the	DET
cana-2649	182	64	lower	low	ADJ
cana-2649	182	65	levels	level	NOUN
cana-2649	182	66	of	of	ADP
cana-2649	182	67	influence	influence	NOUN
cana-2649	182	68	for	for	ADP
cana-2649	182	69	the	the	DET
cana-2649	182	70	sentiments	sentiment	NOUN
cana-2649	182	71	envisaged	envisage	VERB
cana-2649	182	72	for	for	ADP
cana-2649	182	73	the	the	DET
cana-2649	182	74	process	process	NOUN
cana-2649	182	75	.	.	PUNCT
cana-2649	183	1	•	•	NUM
cana-2649	183	2	note	note	NOUN
cana-2649	183	3	:	:	PUNCT
cana-2649	183	4	the	the	DET
cana-2649	183	5	model	model	NOUN
cana-2649	183	6	do	do	AUX
cana-2649	183	7	not	not	PART
cana-2649	183	8	show	show	VERB
cana-2649	183	9	any	any	DET
cana-2649	183	10	disparity	disparity	NOUN
cana-2649	183	11	or	or	CCONJ
cana-2649	183	12	judgment	judgment	NOUN
cana-2649	183	13	to	to	ADP
cana-2649	183	14	whether	whether	SCONJ
cana-2649	183	15	the	the	DET
cana-2649	183	16	sentiment	sentiment	NOUN
cana-2649	183	17	is	be	AUX
cana-2649	183	18	right	right	ADJ
cana-2649	183	19	or	or	CCONJ
cana-2649	183	20	wrong	wrong	ADJ
cana-2649	183	21	or	or	CCONJ
cana-2649	183	22	the	the	DET
cana-2649	183	23	degree	degree	NOUN
cana-2649	183	24	of	of	ADP
cana-2649	183	25	its	its	PRON
cana-2649	183	26	correctness	correctness	NOUN
cana-2649	183	27	.	.	PUNCT
cana-2649	184	1	the	the	DET
cana-2649	184	2	model	model	NOUN
cana-2649	184	3	shall	shall	AUX
cana-2649	184	4	attempt	attempt	VERB
cana-2649	184	5	to	to	ADP
cana-2649	184	6	identifying	identify	VERB
cana-2649	184	7	the	the	DET
cana-2649	184	8	possible	possible	ADJ
cana-2649	184	9	underlying	underlying	ADJ
cana-2649	184	10	factors	factor	NOUN
cana-2649	184	11	that	that	PRON
cana-2649	184	12	is	be	AUX
cana-2649	184	13	influencing	influence	VERB
cana-2649	184	14	the	the	DET
cana-2649	184	15	resulting	result	VERB
cana-2649	184	16	sentiment	sentiment	NOUN
cana-2649	184	17	.	.	PUNCT
cana-2649	185	1	machine	machine	NOUN
cana-2649	185	2	learning	learn	VERB
cana-2649	185	3	classification	classification	NOUN
cana-2649	185	4	training	training	NOUN
cana-2649	185	5	outcome	outcome	NOUN
cana-2649	185	6	.	.	PUNCT
cana-2649	186	1	total	total	NOUN
cana-2649	186	2	of	of	ADP
cana-2649	186	3	350	350	NUM
cana-2649	186	4	decision	decision	NOUN
cana-2649	186	5	records	record	NOUN
cana-2649	186	6	on	on	ADP
cana-2649	186	7	the	the	DET
cana-2649	186	8	sentiment	sentiment	NOUN
cana-2649	186	9	views	view	NOUN
cana-2649	186	10	and	and	CCONJ
cana-2649	186	11	its	its	PRON
cana-2649	186	12	relative	relative	ADJ
cana-2649	186	13	inherent	inherent	ADJ
cana-2649	186	14	influence	influence	NOUN
cana-2649	186	15	factors	factor	NOUN
cana-2649	186	16	analyzed	analyze	VERB
cana-2649	186	17	data	datum	NOUN
cana-2649	186	18	were	be	AUX
cana-2649	186	19	used	use	VERB
cana-2649	186	20	for	for	ADP
cana-2649	186	21	training	train	VERB
cana-2649	186	22	the	the	DET
cana-2649	186	23	machine	machine	NOUN
cana-2649	186	24	learning	learning	NOUN
cana-2649	186	25	models	model	NOUN
cana-2649	186	26	.	.	PUNCT
cana-2649	187	1	based	base	VERB
cana-2649	187	2	on	on	ADP
cana-2649	187	3	the	the	DET
cana-2649	187	4	data	datum	NOUN
cana-2649	187	5	collated	collated	AUX
cana-2649	187	6	,	,	PUNCT
cana-2649	187	7	the	the	DET
cana-2649	187	8	svm	svm	ADJ
cana-2649	187	9	classifier	classifier	NOUN
cana-2649	187	10	-	-	PUNCT
cana-2649	187	11	based	base	VERB
cana-2649	187	12	system	system	NOUN
cana-2649	187	13	is	be	AUX
cana-2649	187	14	trained	train	VERB
cana-2649	187	15	for	for	ADP
cana-2649	187	16	the	the	DET
cana-2649	187	17	study	study	NOUN
cana-2649	187	18	.	.	PUNCT
cana-2649	188	1	the	the	DET
cana-2649	188	2	table	table	NOUN
cana-2649	188	3	5	5	NUM
cana-2649	188	4	represents	represent	VERB
cana-2649	188	5	the	the	DET
cana-2649	188	6	quantum	quantum	NOUN
cana-2649	188	7	of	of	ADP
cana-2649	188	8	data	datum	NOUN
cana-2649	188	9	used	use	VERB
cana-2649	188	10	for	for	ADP
cana-2649	188	11	training	training	NOUN
cana-2649	188	12	and	and	CCONJ
cana-2649	188	13	the	the	DET
cana-2649	188	14	quantum	quantum	NOUN
cana-2649	188	15	of	of	ADP
cana-2649	188	16	data	datum	NOUN
cana-2649	188	17	used	use	VERB
cana-2649	188	18	for	for	ADP
cana-2649	188	19	testing	test	VERB
cana-2649	188	20	the	the	DET
cana-2649	188	21	model	model	NOUN
cana-2649	188	22	.	.	PUNCT
cana-2649	189	1	communications	communication	NOUN
cana-2649	189	2	on	on	ADP
cana-2649	189	3	applied	apply	VERB
cana-2649	189	4	nonlinear	nonlinear	ADJ
cana-2649	189	5	analysis	analysis	NOUN
cana-2649	189	6	issn	issn	NOUN
cana-2649	189	7	:	:	PUNCT
cana-2649	189	8	1074	1074	NUM
cana-2649	189	9	-	-	PUNCT
cana-2649	189	10	133x	133x	NUM
cana-2649	189	11	vol	vol	NOUN
cana-2649	189	12	32	32	NUM
cana-2649	189	13	no	no	NOUN
cana-2649	189	14	.	.	PUNCT
cana-2649	190	1	3s	3s	NUM
cana-2649	190	2	(	(	PUNCT
cana-2649	190	3	2025	2025	NUM
cana-2649	190	4	)	)	PUNCT
cana-2649	190	5	376	376	NUM
cana-2649	190	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	190	7	table	table	NOUN
cana-2649	190	8	5	5	NUM
cana-2649	190	9	:	:	PUNCT
cana-2649	190	10	the	the	DET
cana-2649	190	11	quantum	quantum	NOUN
cana-2649	190	12	of	of	ADP
cana-2649	190	13	data	datum	NOUN
cana-2649	190	14	used	use	VERB
cana-2649	190	15	for	for	ADP
cana-2649	190	16	training	training	NOUN
cana-2649	190	17	and	and	CCONJ
cana-2649	190	18	the	the	DET
cana-2649	190	19	quantum	quantum	NOUN
cana-2649	190	20	of	of	ADP
cana-2649	190	21	data	datum	NOUN
cana-2649	190	22	used	use	VERB
cana-2649	190	23	for	for	ADP
cana-2649	190	24	testing	test	VERB
cana-2649	190	25	the	the	DET
cana-2649	190	26	model	model	NOUN
cana-2649	190	27	total	total	NOUN
cana-2649	190	28	dataset	dataset	VERB
cana-2649	190	29	350	350	NUM
cana-2649	190	30	training	training	NOUN
cana-2649	190	31	dataset	dataset	VERB
cana-2649	190	32	210	210	NUM
cana-2649	190	33	testing	testing	NOUN
cana-2649	190	34	dataset	dataset	NOUN
cana-2649	190	35	140	140	NUM
cana-2649	190	36	based	base	VERB
cana-2649	190	37	on	on	ADP
cana-2649	190	38	the	the	DET
cana-2649	190	39	interpretation	interpretation	NOUN
cana-2649	190	40	of	of	ADP
cana-2649	190	41	the	the	DET
cana-2649	190	42	results	result	NOUN
cana-2649	190	43	generated	generate	VERB
cana-2649	190	44	,	,	PUNCT
cana-2649	190	45	the	the	DET
cana-2649	190	46	following	follow	VERB
cana-2649	190	47	figurative	figurative	ADJ
cana-2649	190	48	representation	representation	NOUN
cana-2649	190	49	along	along	ADP
cana-2649	190	50	with	with	ADP
cana-2649	190	51	the	the	DET
cana-2649	190	52	data	data	NOUN
cana-2649	190	53	labels	label	NOUN
cana-2649	190	54	is	be	AUX
cana-2649	190	55	depicted	depict	VERB
cana-2649	190	56	,	,	PUNCT
cana-2649	190	57	indicating	indicate	VERB
cana-2649	190	58	the	the	DET
cana-2649	190	59	basic	basic	ADJ
cana-2649	190	60	performance	performance	NOUN
cana-2649	190	61	elements	element	NOUN
cana-2649	190	62	of	of	ADP
cana-2649	190	63	the	the	DET
cana-2649	190	64	proposed	propose	VERB
cana-2649	190	65	system	system	NOUN
cana-2649	190	66	figure	figure	NOUN
cana-2649	190	67	2	2	NUM
cana-2649	190	68	.	.	PUNCT
cana-2649	190	69	figure	figure	NOUN
cana-2649	190	70	2	2	NUM
cana-2649	190	71	:	:	PUNCT
cana-2649	190	72	the	the	DET
cana-2649	190	73	data	data	NOUN
cana-2649	190	74	labels	label	NOUN
cana-2649	190	75	is	be	AUX
cana-2649	190	76	depicted	depict	VERB
cana-2649	190	77	,	,	PUNCT
cana-2649	190	78	indicating	indicate	VERB
cana-2649	190	79	the	the	DET
cana-2649	190	80	basic	basic	ADJ
cana-2649	190	81	performance	performance	NOUN
cana-2649	190	82	elements	element	NOUN
cana-2649	190	83	of	of	ADP
cana-2649	190	84	the	the	DET
cana-2649	190	85	proposed	propose	VERB
cana-2649	190	86	system	system	NOUN
cana-2649	190	87	.	.	PUNCT
cana-2649	191	1	the	the	DET
cana-2649	191	2	success	success	NOUN
cana-2649	191	3	of	of	ADP
cana-2649	191	4	applying	apply	VERB
cana-2649	191	5	the	the	DET
cana-2649	191	6	machine	machine	NOUN
cana-2649	191	7	learning	learning	NOUN
cana-2649	191	8	models	model	NOUN
cana-2649	191	9	can	can	AUX
cana-2649	191	10	be	be	AUX
cana-2649	191	11	envisioned	envision	VERB
cana-2649	191	12	based	base	VERB
cana-2649	191	13	on	on	ADP
cana-2649	191	14	the	the	DET
cana-2649	191	15	performance	performance	NOUN
cana-2649	191	16	metrics	metric	NOUN
cana-2649	191	17	like	like	ADP
cana-2649	191	18	the	the	DET
cana-2649	191	19	accuracy	accuracy	NOUN
cana-2649	191	20	,	,	PUNCT
cana-2649	191	21	sensitivity	sensitivity	NOUN
cana-2649	191	22	of	of	ADP
cana-2649	191	23	the	the	DET
cana-2649	191	24	system	system	NOUN
cana-2649	191	25	and	and	CCONJ
cana-2649	191	26	other	other	ADJ
cana-2649	191	27	such	such	ADJ
cana-2649	191	28	metrics	metric	NOUN
cana-2649	191	29	that	that	PRON
cana-2649	191	30	can	can	AUX
cana-2649	191	31	signify	signify	VERB
cana-2649	191	32	the	the	DET
cana-2649	191	33	efficacy	efficacy	NOUN
cana-2649	191	34	of	of	ADP
cana-2649	191	35	the	the	DET
cana-2649	191	36	system	system	NOUN
cana-2649	191	37	.	.	PUNCT
cana-2649	192	1	the	the	DET
cana-2649	192	2	outcome	outcome	NOUN
cana-2649	192	3	of	of	ADP
cana-2649	192	4	true	true	ADJ
cana-2649	192	5	and	and	CCONJ
cana-2649	192	6	false	false	ADJ
cana-2649	192	7	records	record	NOUN
cana-2649	192	8	generated	generate	VERB
cana-2649	192	9	by	by	ADP
cana-2649	192	10	the	the	DET
cana-2649	192	11	svm	svm	PROPN
cana-2649	192	12	classifier	classifier	NOUN
cana-2649	192	13	trained	train	VERB
cana-2649	192	14	model	model	NOUN
cana-2649	192	15	is	be	AUX
cana-2649	192	16	computed	compute	VERB
cana-2649	192	17	for	for	ADP
cana-2649	192	18	the	the	DET
cana-2649	192	19	metrics	metric	NOUN
cana-2649	192	20	.	.	PUNCT
cana-2649	193	1	the	the	DET
cana-2649	193	2	performance	performance	NOUN
cana-2649	193	3	of	of	ADP
cana-2649	193	4	the	the	DET
cana-2649	193	5	classifier	classifier	NOUN
cana-2649	193	6	based	base	VERB
cana-2649	193	7	on	on	ADP
cana-2649	193	8	the	the	DET
cana-2649	193	9	computation	computation	NOUN
cana-2649	193	10	is	be	AUX
cana-2649	193	11	depicted	depict	VERB
cana-2649	193	12	in	in	ADP
cana-2649	193	13	the	the	DET
cana-2649	193	14	graphical	graphical	ADJ
cana-2649	193	15	representation	representation	NOUN
cana-2649	193	16	below	below	ADP
cana-2649	193	17	figure	figure	NOUN
cana-2649	193	18	3	3	NUM
cana-2649	193	19	.	.	PUNCT
cana-2649	193	20	figure	figure	NOUN
cana-2649	193	21	3	3	NUM
cana-2649	193	22	:	:	PUNCT
cana-2649	193	23	the	the	DET
cana-2649	193	24	performance	performance	NOUN
cana-2649	193	25	of	of	ADP
cana-2649	193	26	the	the	DET
cana-2649	193	27	classifier	classifier	NOUN
cana-2649	193	28	based	base	VERB
cana-2649	193	29	on	on	ADP
cana-2649	193	30	the	the	DET
cana-2649	193	31	computation	computation	NOUN
cana-2649	193	32	communications	communication	NOUN
cana-2649	193	33	on	on	ADP
cana-2649	193	34	applied	apply	VERB
cana-2649	193	35	nonlinear	nonlinear	ADJ
cana-2649	193	36	analysis	analysis	NOUN
cana-2649	193	37	issn	issn	NOUN
cana-2649	193	38	:	:	PUNCT
cana-2649	193	39	1074	1074	NUM
cana-2649	193	40	-	-	PUNCT
cana-2649	193	41	133x	133x	NUM
cana-2649	193	42	vol	vol	NOUN
cana-2649	193	43	32	32	NUM
cana-2649	194	1	no	no	NOUN
cana-2649	194	2	.	.	PUNCT
cana-2649	195	1	3s	3s	NUM
cana-2649	195	2	(	(	PUNCT
cana-2649	195	3	2025	2025	NUM
cana-2649	195	4	)	)	PUNCT
cana-2649	195	5	377	377	NUM
cana-2649	195	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	195	7	if	if	SCONJ
cana-2649	195	8	the	the	DET
cana-2649	195	9	system	system	NOUN
cana-2649	195	10	can	can	AUX
cana-2649	195	11	be	be	AUX
cana-2649	195	12	trained	train	VERB
cana-2649	195	13	in	in	ADP
cana-2649	195	14	more	more	ADV
cana-2649	195	15	effective	effective	ADJ
cana-2649	195	16	ways	way	NOUN
cana-2649	195	17	,	,	PUNCT
cana-2649	195	18	and	and	CCONJ
cana-2649	195	19	more	more	ADJ
cana-2649	195	20	classification	classification	NOUN
cana-2649	195	21	of	of	ADP
cana-2649	195	22	interpretation	interpretation	NOUN
cana-2649	195	23	is	be	AUX
cana-2649	195	24	carried	carry	VERB
cana-2649	195	25	out	out	ADP
cana-2649	195	26	in	in	ADP
cana-2649	195	27	the	the	DET
cana-2649	195	28	future	future	ADJ
cana-2649	195	29	studies	study	NOUN
cana-2649	195	30	,	,	PUNCT
cana-2649	195	31	any	any	DET
cana-2649	195	32	discrepancy	discrepancy	NOUN
cana-2649	195	33	in	in	ADP
cana-2649	195	34	terms	term	NOUN
cana-2649	195	35	of	of	ADP
cana-2649	195	36	poor	poor	ADJ
cana-2649	195	37	performance	performance	NOUN
cana-2649	195	38	of	of	ADP
cana-2649	195	39	the	the	DET
cana-2649	195	40	classifier	classifier	NOUN
cana-2649	195	41	or	or	CCONJ
cana-2649	195	42	the	the	DET
cana-2649	195	43	model	model	NOUN
cana-2649	195	44	pertaining	pertain	VERB
cana-2649	195	45	to	to	ADP
cana-2649	195	46	any	any	DET
cana-2649	195	47	index	index	NOUN
cana-2649	195	48	related	relate	VERB
cana-2649	195	49	issues	issue	NOUN
cana-2649	195	50	could	could	AUX
cana-2649	195	51	be	be	AUX
cana-2649	195	52	observed	observe	VERB
cana-2649	195	53	and	and	CCONJ
cana-2649	195	54	fine	fine	ADV
cana-2649	195	55	-	-	PUNCT
cana-2649	195	56	tuned	tune	VERB
cana-2649	195	57	.	.	PUNCT
cana-2649	196	1	in	in	ADP
cana-2649	196	2	general	general	ADJ
cana-2649	196	3	,	,	PUNCT
cana-2649	196	4	based	base	VERB
cana-2649	196	5	on	on	ADP
cana-2649	196	6	the	the	DET
cana-2649	196	7	fundamental	fundamental	ADJ
cana-2649	196	8	pattern	pattern	NOUN
cana-2649	196	9	analysis	analysis	NOUN
cana-2649	196	10	,	,	PUNCT
cana-2649	196	11	it	it	PRON
cana-2649	196	12	is	be	AUX
cana-2649	196	13	evident	evident	ADJ
cana-2649	196	14	that	that	SCONJ
cana-2649	196	15	the	the	DET
cana-2649	196	16	system	system	NOUN
cana-2649	196	17	is	be	AUX
cana-2649	196	18	resourceful	resourceful	ADJ
cana-2649	196	19	and	and	CCONJ
cana-2649	196	20	is	be	AUX
cana-2649	196	21	working	work	VERB
cana-2649	196	22	effectively	effectively	ADV
cana-2649	196	23	.	.	PUNCT
cana-2649	197	1	5	5	NUM
cana-2649	197	2	conclusion	conclusion	NOUN
cana-2649	197	3	sentiment	sentiment	NOUN
cana-2649	197	4	analysis	analysis	NOUN
cana-2649	197	5	as	as	SCONJ
cana-2649	197	6	a	a	DET
cana-2649	197	7	systematic	systematic	ADJ
cana-2649	197	8	approach	approach	NOUN
cana-2649	197	9	is	be	AUX
cana-2649	197	10	gaining	gain	VERB
cana-2649	197	11	importance	importance	NOUN
cana-2649	197	12	,	,	PUNCT
cana-2649	197	13	and	and	CCONJ
cana-2649	197	14	globally	globally	ADV
cana-2649	197	15	there	there	PRON
cana-2649	197	16	are	be	VERB
cana-2649	197	17	many	many	ADJ
cana-2649	197	18	research	research	NOUN
cana-2649	197	19	studies	study	NOUN
cana-2649	197	20	undertaken	undertake	VERB
cana-2649	197	21	in	in	ADP
cana-2649	197	22	fine	fine	ADV
cana-2649	197	23	-	-	PUNCT
cana-2649	197	24	tuning	tune	VERB
cana-2649	197	25	the	the	DET
cana-2649	197	26	process	process	NOUN
cana-2649	197	27	of	of	ADP
cana-2649	197	28	sentiment	sentiment	NOUN
cana-2649	197	29	analysis	analysis	NOUN
cana-2649	197	30	.	.	PUNCT
cana-2649	198	1	multiple	multiple	ADJ
cana-2649	198	2	dimensions	dimension	NOUN
cana-2649	198	3	are	be	AUX
cana-2649	198	4	explored	explore	VERB
cana-2649	198	5	in	in	ADP
cana-2649	198	6	the	the	DET
cana-2649	198	7	case	case	NOUN
cana-2649	198	8	of	of	ADP
cana-2649	198	9	assessing	assess	VERB
cana-2649	198	10	the	the	DET
cana-2649	198	11	sentiments	sentiment	NOUN
cana-2649	198	12	related	relate	VERB
cana-2649	198	13	to	to	ADP
cana-2649	198	14	distinct	distinct	ADJ
cana-2649	198	15	topics	topic	NOUN
cana-2649	198	16	,	,	PUNCT
cana-2649	198	17	events	event	NOUN
cana-2649	198	18	,	,	PUNCT
cana-2649	198	19	news	news	NOUN
cana-2649	198	20	or	or	CCONJ
cana-2649	198	21	brands	brand	NOUN
cana-2649	198	22	etc	etc	X
cana-2649	198	23	.	.	X
cana-2649	198	24	in	in	ADP
cana-2649	198	25	this	this	DET
cana-2649	198	26	manuscript	manuscript	NOUN
cana-2649	198	27	,	,	PUNCT
cana-2649	198	28	a	a	DET
cana-2649	198	29	novel	novel	ADJ
cana-2649	198	30	attempt	attempt	NOUN
cana-2649	198	31	is	be	AUX
cana-2649	198	32	made	make	VERB
cana-2649	198	33	in	in	ADP
cana-2649	198	34	terms	term	NOUN
cana-2649	198	35	of	of	ADP
cana-2649	198	36	creating	create	VERB
cana-2649	198	37	a	a	DET
cana-2649	198	38	system	system	NOUN
cana-2649	198	39	that	that	PRON
cana-2649	198	40	can	can	AUX
cana-2649	198	41	be	be	AUX
cana-2649	198	42	resourceful	resourceful	ADJ
cana-2649	198	43	in	in	ADP
cana-2649	198	44	understanding	understand	VERB
cana-2649	198	45	the	the	DET
cana-2649	198	46	trigger	trigger	NOUN
cana-2649	198	47	factors	factor	NOUN
cana-2649	198	48	that	that	PRON
cana-2649	198	49	could	could	AUX
cana-2649	198	50	be	be	AUX
cana-2649	198	51	instrumental	instrumental	ADJ
cana-2649	198	52	for	for	SCONJ
cana-2649	198	53	the	the	DET
cana-2649	198	54	actual	actual	ADJ
cana-2649	198	55	sentiment	sentiment	NOUN
cana-2649	198	56	observed	observe	VERB
cana-2649	198	57	in	in	ADP
cana-2649	198	58	the	the	DET
cana-2649	198	59	process	process	NOUN
cana-2649	198	60	.	.	PUNCT
cana-2649	199	1	as	as	ADP
cana-2649	199	2	a	a	DET
cana-2649	199	3	preliminary	preliminary	ADJ
cana-2649	199	4	factor	factor	NOUN
cana-2649	199	5	,	,	PUNCT
cana-2649	199	6	using	use	VERB
cana-2649	199	7	the	the	DET
cana-2649	199	8	management	management	NOUN
cana-2649	199	9	model	model	NOUN
cana-2649	199	10	of	of	ADP
cana-2649	199	11	pestle	pestle	NOUN
cana-2649	199	12	analysis	analysis	NOUN
cana-2649	199	13	the	the	DET
cana-2649	199	14	attempt	attempt	NOUN
cana-2649	199	15	is	be	AUX
cana-2649	199	16	made	make	VERB
cana-2649	199	17	for	for	ADP
cana-2649	199	18	classifying	classify	VERB
cana-2649	199	19	the	the	DET
cana-2649	199	20	inherent	inherent	ADJ
cana-2649	199	21	influencing	influence	VERB
cana-2649	199	22	factors	factor	NOUN
cana-2649	199	23	.	.	PUNCT
cana-2649	200	1	the	the	DET
cana-2649	200	2	model	model	NOUN
cana-2649	200	3	is	be	AUX
cana-2649	200	4	trained	train	VERB
cana-2649	200	5	over	over	ADP
cana-2649	200	6	the	the	DET
cana-2649	200	7	svm	svm	ADJ
cana-2649	200	8	classifier	classifier	NOUN
cana-2649	200	9	,	,	PUNCT
cana-2649	200	10	and	and	CCONJ
cana-2649	200	11	the	the	DET
cana-2649	200	12	outcome	outcome	NOUN
cana-2649	200	13	has	have	AUX
cana-2649	200	14	generated	generate	VERB
cana-2649	200	15	potential	potential	ADJ
cana-2649	200	16	outcome	outcome	NOUN
cana-2649	200	17	in	in	ADP
cana-2649	200	18	the	the	DET
cana-2649	200	19	system	system	NOUN
cana-2649	200	20	.	.	PUNCT
cana-2649	201	1	while	while	SCONJ
cana-2649	201	2	the	the	DET
cana-2649	201	3	model	model	NOUN
cana-2649	201	4	seems	seem	VERB
cana-2649	201	5	to	to	PART
cana-2649	201	6	be	be	AUX
cana-2649	201	7	significant	significant	ADJ
cana-2649	201	8	in	in	ADP
cana-2649	201	9	the	the	DET
cana-2649	201	10	performance	performance	NOUN
cana-2649	201	11	(	(	PUNCT
cana-2649	201	12	based	base	VERB
cana-2649	201	13	on	on	ADP
cana-2649	201	14	the	the	DET
cana-2649	201	15	result	result	NOUN
cana-2649	201	16	interpretations	interpretation	NOUN
cana-2649	201	17	)	)	PUNCT
cana-2649	201	18	,	,	PUNCT
cana-2649	201	19	for	for	ADP
cana-2649	201	20	the	the	DET
cana-2649	201	21	future	future	ADJ
cana-2649	201	22	studies	study	NOUN
cana-2649	201	23	,	,	PUNCT
cana-2649	201	24	there	there	PRON
cana-2649	201	25	are	be	VERB
cana-2649	201	26	multiple	multiple	ADJ
cana-2649	201	27	dimensions	dimension	NOUN
cana-2649	201	28	in	in	ADP
cana-2649	201	29	which	which	PRON
cana-2649	201	30	the	the	DET
cana-2649	201	31	system	system	NOUN
cana-2649	201	32	could	could	AUX
cana-2649	201	33	be	be	AUX
cana-2649	201	34	explored	explore	VERB
cana-2649	201	35	.	.	PUNCT
cana-2649	202	1	firstly	firstly	ADV
cana-2649	202	2	,	,	PUNCT
cana-2649	202	3	application	application	NOUN
cana-2649	202	4	of	of	ADP
cana-2649	202	5	different	different	ADJ
cana-2649	202	6	set	set	NOUN
cana-2649	202	7	of	of	ADP
cana-2649	202	8	external	external	ADJ
cana-2649	202	9	or	or	CCONJ
cana-2649	202	10	internal	internal	ADJ
cana-2649	202	11	influence	influence	NOUN
cana-2649	202	12	factors	factor	NOUN
cana-2649	202	13	as	as	ADP
cana-2649	202	14	inherent	inherent	ADJ
cana-2649	202	15	influencers	influencer	NOUN
cana-2649	202	16	,	,	PUNCT
cana-2649	202	17	and	and	CCONJ
cana-2649	202	18	the	the	DET
cana-2649	202	19	other	other	ADJ
cana-2649	202	20	way	way	NOUN
cana-2649	202	21	by	by	ADP
cana-2649	202	22	exploring	explore	VERB
cana-2649	202	23	the	the	DET
cana-2649	202	24	use	use	NOUN
cana-2649	202	25	of	of	ADP
cana-2649	202	26	genetic	genetic	ADJ
cana-2649	202	27	algorithm	algorithm	NOUN
cana-2649	202	28	approaches	approach	NOUN
cana-2649	202	29	to	to	PART
cana-2649	202	30	improve	improve	VERB
cana-2649	202	31	the	the	DET
cana-2649	202	32	reinforced	reinforce	VERB
cana-2649	202	33	learning	learning	NOUN
cana-2649	202	34	practices	practice	NOUN
cana-2649	202	35	.	.	PUNCT
cana-2649	203	1	if	if	SCONJ
cana-2649	203	2	the	the	DET
cana-2649	203	3	system	system	NOUN
cana-2649	203	4	can	can	AUX
cana-2649	203	5	be	be	AUX
cana-2649	203	6	implemented	implement	VERB
cana-2649	203	7	for	for	ADP
cana-2649	203	8	real	real	ADJ
cana-2649	203	9	-	-	PUNCT
cana-2649	203	10	time	time	NOUN
cana-2649	203	11	environment	environment	NOUN
cana-2649	203	12	,	,	PUNCT
cana-2649	203	13	there	there	PRON
cana-2649	203	14	could	could	AUX
cana-2649	203	15	be	be	AUX
cana-2649	203	16	more	more	ADV
cana-2649	203	17	potential	potential	ADJ
cana-2649	203	18	insights	insight	NOUN
cana-2649	203	19	emerging	emerge	VERB
cana-2649	203	20	in	in	ADP
cana-2649	203	21	the	the	DET
cana-2649	203	22	process	process	NOUN
cana-2649	203	23	.	.	PUNCT
cana-2649	204	1	references	reference	NOUN
cana-2649	204	2	[	[	X
cana-2649	204	3	1	1	NUM
cana-2649	204	4	]	]	X
cana-2649	204	5	fang	fang	X
cana-2649	204	6	,	,	PUNCT
cana-2649	204	7	xing	xing	PROPN
cana-2649	204	8	,	,	PUNCT
cana-2649	204	9	and	and	CCONJ
cana-2649	204	10	justin	justin	PROPN
cana-2649	204	11	zhan	zhan	PROPN
cana-2649	204	12	.	.	PUNCT
cana-2649	205	1	"	"	PUNCT
cana-2649	205	2	sentiment	sentiment	NOUN
cana-2649	205	3	analysis	analysis	NOUN
cana-2649	205	4	using	use	VERB
cana-2649	205	5	product	product	NOUN
cana-2649	205	6	review	review	NOUN
cana-2649	205	7	data	datum	NOUN
cana-2649	205	8	.	.	PUNCT
cana-2649	205	9	"	"	PUNCT
cana-2649	206	1	journal	journal	NOUN
cana-2649	206	2	of	of	ADP
cana-2649	206	3	big	big	ADJ
cana-2649	206	4	data	datum	NOUN
cana-2649	206	5	2.1	2.1	NUM
cana-2649	206	6	(	(	PUNCT
cana-2649	206	7	2015	2015	NUM
cana-2649	206	8	):	):	PUNCT
cana-2649	206	9	1	1	NUM
cana-2649	206	10	-	-	SYM
cana-2649	206	11	14	14	NUM
cana-2649	206	12	.	.	PUNCT
cana-2649	207	1	[	[	X
cana-2649	207	2	2	2	NUM
cana-2649	207	3	]	]	X
cana-2649	207	4	karim	karim	PROPN
cana-2649	207	5	,	,	PUNCT
cana-2649	207	6	mirsa	mirsa	PROPN
cana-2649	207	7	,	,	PUNCT
cana-2649	207	8	and	and	CCONJ
cana-2649	207	9	smija	smija	PROPN
cana-2649	207	10	das	das	PROPN
cana-2649	207	11	.	.	PUNCT
cana-2649	208	1	"	"	PUNCT
cana-2649	208	2	sentiment	sentiment	NOUN
cana-2649	208	3	analysis	analysis	NOUN
cana-2649	208	4	on	on	ADP
cana-2649	208	5	textual	textual	ADJ
cana-2649	208	6	reviews	review	NOUN
cana-2649	208	7	.	.	PUNCT
cana-2649	208	8	"	"	PUNCT
cana-2649	209	1	iop	iop	PROPN
cana-2649	209	2	conference	conference	NOUN
cana-2649	209	3	series	series	NOUN
cana-2649	209	4	:	:	PUNCT
cana-2649	209	5	materials	material	NOUN
cana-2649	209	6	science	science	NOUN
cana-2649	209	7	and	and	CCONJ
cana-2649	209	8	engineering	engineering	NOUN
cana-2649	209	9	.	.	PUNCT
cana-2649	210	1	vol	vol	NOUN
cana-2649	210	2	.	.	PROPN
cana-2649	211	1	396	396	NUM
cana-2649	211	2	.	.	PUNCT
cana-2649	212	1	no	no	INTJ
cana-2649	212	2	.	.	NOUN
cana-2649	213	1	1	1	X
cana-2649	213	2	.	.	X
cana-2649	213	3	iop	iop	NOUN
cana-2649	213	4	publishing	publishing	NOUN
cana-2649	213	5	,	,	PUNCT
cana-2649	213	6	2018	2018	NUM
cana-2649	213	7	.	.	PUNCT
cana-2649	214	1	[	[	X
cana-2649	214	2	3	3	NUM
cana-2649	214	3	]	]	X
cana-2649	214	4	drus	drus	NOUN
cana-2649	214	5	,	,	PUNCT
cana-2649	214	6	zulfadzli	zulfadzli	NOUN
cana-2649	214	7	,	,	PUNCT
cana-2649	214	8	and	and	CCONJ
cana-2649	214	9	haliyana	haliyana	VERB
cana-2649	214	10	khalid	khalid	PROPN
cana-2649	214	11	.	.	PUNCT
cana-2649	215	1	"	"	PUNCT
cana-2649	215	2	sentiment	sentiment	NOUN
cana-2649	215	3	analysis	analysis	NOUN
cana-2649	215	4	in	in	ADP
cana-2649	215	5	social	social	ADJ
cana-2649	215	6	media	medium	NOUN
cana-2649	215	7	and	and	CCONJ
cana-2649	215	8	its	its	PRON
cana-2649	215	9	application	application	NOUN
cana-2649	215	10	:	:	PUNCT
cana-2649	215	11	systematic	systematic	ADJ
cana-2649	215	12	literature	literature	PROPN
cana-2649	215	13	review	review	PROPN
cana-2649	215	14	.	.	PUNCT
cana-2649	215	15	"	"	PUNCT
cana-2649	216	1	procedia	procedia	NOUN
cana-2649	216	2	computer	computer	NOUN
cana-2649	216	3	science	science	NOUN
cana-2649	216	4	161	161	NUM
cana-2649	216	5	(	(	PUNCT
cana-2649	216	6	2019	2019	NUM
cana-2649	216	7	):	):	PUNCT
cana-2649	216	8	707	707	NUM
cana-2649	216	9	-	-	SYM
cana-2649	216	10	714	714	NUM
cana-2649	216	11	.	.	PUNCT
cana-2649	217	1	[	[	X
cana-2649	217	2	4	4	NUM
cana-2649	217	3	]	]	X
cana-2649	217	4	chandra	chandra	PROPN
cana-2649	217	5	,	,	PUNCT
cana-2649	217	6	rohitash	rohitash	NOUN
cana-2649	217	7	,	,	PUNCT
cana-2649	217	8	and	and	CCONJ
cana-2649	217	9	aswin	aswin	PROPN
cana-2649	217	10	krishna	krishna	PROPN
cana-2649	217	11	.	.	PUNCT
cana-2649	218	1	"	"	PUNCT
cana-2649	218	2	covid-19	covid-19	PROPN
cana-2649	218	3	sentiment	sentiment	NOUN
cana-2649	218	4	analysis	analysis	NOUN
cana-2649	218	5	via	via	ADP
cana-2649	218	6	deep	deep	ADJ
cana-2649	218	7	learning	learning	NOUN
cana-2649	218	8	during	during	ADP
cana-2649	218	9	the	the	DET
cana-2649	218	10	rise	rise	NOUN
cana-2649	218	11	of	of	ADP
cana-2649	218	12	novel	novel	ADJ
cana-2649	218	13	cases	case	NOUN
cana-2649	218	14	.	.	PUNCT
cana-2649	218	15	"	"	PUNCT
cana-2649	219	1	plos	plo	VERB
cana-2649	219	2	one	one	NUM
cana-2649	219	3	16.8	16.8	NUM
cana-2649	219	4	(	(	PUNCT
cana-2649	219	5	2021	2021	NUM
cana-2649	219	6	):	):	PUNCT
cana-2649	219	7	e0255615	e0255615	NOUN
cana-2649	219	8	.	.	PUNCT
cana-2649	220	1	[	[	X
cana-2649	220	2	5	5	NUM
cana-2649	220	3	]	]	X
cana-2649	220	4	iglesias	iglesias	PROPN
cana-2649	220	5	,	,	PUNCT
cana-2649	220	6	carlos	carlos	PROPN
cana-2649	220	7	a.	a.	PROPN
cana-2649	220	8	,	,	PUNCT
cana-2649	220	9	and	and	CCONJ
cana-2649	220	10	antonio	antonio	PROPN
cana-2649	220	11	moreno	moreno	PROPN
cana-2649	220	12	.	.	PUNCT
cana-2649	221	1	"	"	PUNCT
cana-2649	221	2	sentiment	sentiment	NOUN
cana-2649	221	3	analysis	analysis	NOUN
cana-2649	221	4	for	for	ADP
cana-2649	221	5	social	social	ADJ
cana-2649	221	6	media	medium	NOUN
cana-2649	221	7	.	.	PUNCT
cana-2649	221	8	"	"	PUNCT
cana-2649	222	1	applied	apply	VERB
cana-2649	222	2	sciences	science	NOUN
cana-2649	222	3	9.23	9.23	NUM
cana-2649	222	4	(	(	PUNCT
cana-2649	222	5	2019	2019	NUM
cana-2649	222	6	):	):	PUNCT
cana-2649	222	7	5037	5037	NUM
cana-2649	222	8	.	.	PUNCT
cana-2649	223	1	[	[	X
cana-2649	223	2	6	6	NUM
cana-2649	223	3	]	]	X
cana-2649	223	4	keith	keith	PROPN
cana-2649	223	5	norambuena	norambuena	PROPN
cana-2649	223	6	,	,	PUNCT
cana-2649	223	7	brian	brian	PROPN
cana-2649	223	8	,	,	PUNCT
cana-2649	223	9	exequiel	exequiel	PROPN
cana-2649	223	10	fuentes	fuentes	PROPN
cana-2649	223	11	lettura	lettura	PROPN
cana-2649	223	12	,	,	PUNCT
cana-2649	223	13	and	and	CCONJ
cana-2649	223	14	claudio	claudio	NOUN
cana-2649	223	15	meneses	menese	NOUN
cana-2649	223	16	villegas	villegas	PROPN
cana-2649	223	17	.	.	PUNCT
cana-2649	224	1	"	"	PUNCT
cana-2649	224	2	sentiment	sentiment	NOUN
cana-2649	224	3	analysis	analysis	NOUN
cana-2649	224	4	and	and	CCONJ
cana-2649	224	5	opinion	opinion	NOUN
cana-2649	224	6	mining	mining	NOUN
cana-2649	224	7	applied	apply	VERB
cana-2649	224	8	to	to	ADP
cana-2649	224	9	scientific	scientific	ADJ
cana-2649	224	10	paper	paper	NOUN
cana-2649	224	11	reviews	review	NOUN
cana-2649	224	12	.	.	PUNCT
cana-2649	224	13	"	"	PUNCT
cana-2649	225	1	intelligent	intelligent	ADJ
cana-2649	225	2	data	datum	NOUN
cana-2649	225	3	analysis	analysis	NOUN
cana-2649	225	4	23.1	23.1	NUM
cana-2649	225	5	(	(	PUNCT
cana-2649	225	6	2019	2019	NUM
cana-2649	225	7	):	):	PUNCT
cana-2649	225	8	191	191	NUM
cana-2649	225	9	-	-	SYM
cana-2649	225	10	214	214	NUM
cana-2649	225	11	.	.	PUNCT
cana-2649	226	1	[	[	X
cana-2649	226	2	7	7	NUM
cana-2649	226	3	]	]	X
cana-2649	226	4	rani	rani	X
cana-2649	226	5	,	,	PUNCT
cana-2649	226	6	sujata	sujata	PROPN
cana-2649	226	7	,	,	PUNCT
cana-2649	226	8	and	and	CCONJ
cana-2649	226	9	parteek	parteek	PROPN
cana-2649	226	10	kumar	kumar	PROPN
cana-2649	226	11	.	.	PUNCT
cana-2649	227	1	"	"	PUNCT
cana-2649	227	2	aspect	aspect	NOUN
cana-2649	227	3	-	-	PUNCT
cana-2649	227	4	based	base	VERB
cana-2649	227	5	sentiment	sentiment	NOUN
cana-2649	227	6	analysis	analysis	NOUN
cana-2649	227	7	using	use	VERB
cana-2649	227	8	dependency	dependency	NOUN
cana-2649	227	9	parsing	parsing	NOUN
cana-2649	227	10	.	.	PUNCT
cana-2649	227	11	"	"	PUNCT
cana-2649	228	1	transactions	transaction	NOUN
cana-2649	228	2	on	on	ADP
cana-2649	228	3	asian	asian	ADJ
cana-2649	228	4	and	and	CCONJ
cana-2649	228	5	low	low	ADJ
cana-2649	228	6	-	-	PUNCT
cana-2649	228	7	resource	resource	NOUN
cana-2649	228	8	language	language	NOUN
cana-2649	228	9	information	information	NOUN
cana-2649	228	10	processing	process	VERB
cana-2649	228	11	21.3	21.3	NUM
cana-2649	228	12	(	(	PUNCT
cana-2649	228	13	2021	2021	NUM
cana-2649	228	14	):	):	PUNCT
cana-2649	228	15	1	1	NUM
cana-2649	228	16	-	-	SYM
cana-2649	228	17	19	19	NUM
cana-2649	228	18	.	.	PUNCT
cana-2649	229	1	[	[	X
cana-2649	229	2	8	8	NUM
cana-2649	229	3	]	]	X
cana-2649	229	4	ligthart	ligthart	NOUN
cana-2649	229	5	,	,	PUNCT
cana-2649	229	6	alexander	alexander	NOUN
cana-2649	229	7	,	,	PUNCT
cana-2649	229	8	cagatay	cagatay	NOUN
cana-2649	229	9	catal	catal	NOUN
cana-2649	229	10	,	,	PUNCT
cana-2649	229	11	and	and	CCONJ
cana-2649	229	12	bedir	bedir	NOUN
cana-2649	229	13	tekinerdogan	tekinerdogan	NOUN
cana-2649	229	14	.	.	PUNCT
cana-2649	230	1	"	"	PUNCT
cana-2649	230	2	systematic	systematic	ADJ
cana-2649	230	3	reviews	review	NOUN
cana-2649	230	4	in	in	ADP
cana-2649	230	5	sentiment	sentiment	NOUN
cana-2649	230	6	analysis	analysis	NOUN
cana-2649	230	7	:	:	PUNCT
cana-2649	230	8	a	a	DET
cana-2649	230	9	tertiary	tertiary	ADJ
cana-2649	230	10	study	study	NOUN
cana-2649	230	11	.	.	PUNCT
cana-2649	230	12	"	"	PUNCT
cana-2649	231	1	artificial	artificial	ADJ
cana-2649	231	2	intelligence	intelligence	NOUN
cana-2649	231	3	review	review	NOUN
cana-2649	231	4	54.7	54.7	NUM
cana-2649	231	5	(	(	PUNCT
cana-2649	231	6	2021	2021	NUM
cana-2649	231	7	):	):	PUNCT
cana-2649	231	8	4997	4997	NUM
cana-2649	231	9	-	-	SYM
cana-2649	231	10	5053	5053	NUM
cana-2649	231	11	.	.	PUNCT
cana-2649	232	1	[	[	X
cana-2649	232	2	9	9	NUM
cana-2649	232	3	]	]	PUNCT
cana-2649	232	4	https://www.kdnuggets.com/2020/06/5-essential-papers-sentiment-analysis.html	https://www.kdnuggets.com/2020/06/5-essential-papers-sentiment-analysis.html	PROPN
cana-2649	232	5	[	[	X
cana-2649	232	6	10	10	NUM
cana-2649	232	7	]	]	X
cana-2649	232	8	zhou	zhou	PROPN
cana-2649	232	9	,	,	PUNCT
cana-2649	232	10	jin	jin	NOUN
cana-2649	232	11	,	,	PUNCT
cana-2649	232	12	and	and	CCONJ
cana-2649	232	13	jun	jun	PROPN
cana-2649	232	14	-	-	PUNCT
cana-2649	232	15	min	min	NOUN
cana-2649	232	16	ye	ye	NOUN
cana-2649	232	17	.	.	PUNCT
cana-2649	233	1	"	"	PUNCT
cana-2649	233	2	sentiment	sentiment	NOUN
cana-2649	233	3	analysis	analysis	NOUN
cana-2649	233	4	in	in	ADP
cana-2649	233	5	education	education	NOUN
cana-2649	233	6	research	research	NOUN
cana-2649	233	7	:	:	PUNCT
cana-2649	233	8	a	a	DET
cana-2649	233	9	review	review	NOUN
cana-2649	233	10	of	of	ADP
cana-2649	233	11	journal	journal	NOUN
cana-2649	233	12	publications	publication	NOUN
cana-2649	233	13	.	.	PUNCT
cana-2649	233	14	"	"	PUNCT
cana-2649	234	1	interactive	interactive	ADJ
cana-2649	234	2	learning	learning	NOUN
cana-2649	234	3	environments	environment	NOUN
cana-2649	234	4	(	(	PUNCT
cana-2649	234	5	2020	2020	NUM
cana-2649	234	6	):	):	PUNCT
cana-2649	234	7	1	1	NUM
cana-2649	234	8	-	-	SYM
cana-2649	234	9	13	13	NUM
cana-2649	234	10	.	.	PUNCT
cana-2649	235	1	[	[	X
cana-2649	235	2	11	11	NUM
cana-2649	235	3	]	]	X
cana-2649	235	4	puschmann	puschmann	PROPN
cana-2649	235	5	,	,	PUNCT
cana-2649	235	6	cornelius	cornelius	PROPN
cana-2649	235	7	,	,	PUNCT
cana-2649	235	8	and	and	CCONJ
cana-2649	235	9	alison	alison	PROPN
cana-2649	235	10	powell	powell	PROPN
cana-2649	235	11	.	.	PUNCT
cana-2649	236	1	"	"	PUNCT
cana-2649	236	2	turning	turn	VERB
cana-2649	236	3	words	word	NOUN
cana-2649	236	4	into	into	ADP
cana-2649	236	5	consumer	consumer	NOUN
cana-2649	236	6	preferences	preference	NOUN
cana-2649	236	7	:	:	PUNCT
cana-2649	236	8	how	how	SCONJ
cana-2649	236	9	sentiment	sentiment	NOUN
cana-2649	236	10	analysis	analysis	NOUN
cana-2649	236	11	is	be	AUX
cana-2649	236	12	framed	frame	VERB
cana-2649	236	13	in	in	ADP
cana-2649	236	14	research	research	NOUN
cana-2649	236	15	and	and	CCONJ
cana-2649	236	16	the	the	DET
cana-2649	236	17	news	news	NOUN
cana-2649	236	18	media	medium	NOUN
cana-2649	236	19	.	.	PUNCT
cana-2649	236	20	"	"	PUNCT
cana-2649	237	1	social	social	ADJ
cana-2649	237	2	media+	media+	NOUN
cana-2649	237	3	society	society	NOUN
cana-2649	237	4	4.3	4.3	NUM
cana-2649	237	5	(	(	PUNCT
cana-2649	237	6	2018	2018	NUM
cana-2649	237	7	):	):	PUNCT
cana-2649	237	8	2056305118797724	2056305118797724	NUM
cana-2649	237	9	.	.	PUNCT
cana-2649	238	1	communications	communication	NOUN
cana-2649	238	2	on	on	ADP
cana-2649	238	3	applied	apply	VERB
cana-2649	238	4	nonlinear	nonlinear	ADJ
cana-2649	238	5	analysis	analysis	NOUN
cana-2649	238	6	issn	issn	NOUN
cana-2649	238	7	:	:	PUNCT
cana-2649	238	8	1074	1074	NUM
cana-2649	238	9	-	-	PUNCT
cana-2649	238	10	133x	133x	NUM
cana-2649	238	11	vol	vol	NOUN
cana-2649	238	12	32	32	NUM
cana-2649	238	13	no	no	NOUN
cana-2649	238	14	.	.	PUNCT
cana-2649	239	1	3s	3s	NUM
cana-2649	239	2	(	(	PUNCT
cana-2649	239	3	2025	2025	NUM
cana-2649	239	4	)	)	PUNCT
cana-2649	239	5	378	378	NUM
cana-2649	239	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2649	240	1	[	[	X
cana-2649	240	2	12	12	NUM
cana-2649	240	3	]	]	PUNCT
cana-2649	240	4	mäntylä	mäntylä	NOUN
cana-2649	240	5	,	,	PUNCT
cana-2649	240	6	mika	mika	PROPN
cana-2649	240	7	v.	v.	PROPN
cana-2649	240	8	,	,	PUNCT
cana-2649	240	9	daniel	daniel	PROPN
cana-2649	240	10	graziotin	graziotin	PROPN
cana-2649	240	11	,	,	PUNCT
cana-2649	240	12	and	and	CCONJ
cana-2649	240	13	miikka	miikka	NOUN
cana-2649	240	14	kuutila	kuutila	NOUN
cana-2649	240	15	.	.	PUNCT
cana-2649	241	1	"	"	PUNCT
cana-2649	241	2	the	the	DET
cana-2649	241	3	evolution	evolution	NOUN
cana-2649	241	4	of	of	ADP
cana-2649	241	5	sentiment	sentiment	NOUN
cana-2649	241	6	analysis	analysis	NOUN
cana-2649	241	7	—	—	PUNCT
cana-2649	241	8	a	a	DET
cana-2649	241	9	review	review	NOUN
cana-2649	241	10	of	of	ADP
cana-2649	241	11	research	research	NOUN
cana-2649	241	12	topics	topic	NOUN
cana-2649	241	13	,	,	PUNCT
cana-2649	241	14	venues	venue	NOUN
cana-2649	241	15	,	,	PUNCT
cana-2649	241	16	and	and	CCONJ
cana-2649	241	17	top	top	ADJ
cana-2649	241	18	cited	cite	VERB
cana-2649	241	19	papers	paper	NOUN
cana-2649	241	20	.	.	PUNCT
cana-2649	241	21	"	"	PUNCT
cana-2649	242	1	computer	computer	NOUN
cana-2649	242	2	science	science	NOUN
cana-2649	242	3	review	review	NOUN
cana-2649	242	4	27	27	NUM
cana-2649	242	5	(	(	PUNCT
cana-2649	242	6	2018	2018	NUM
cana-2649	242	7	):	):	PUNCT
cana-2649	242	8	16	16	NUM
cana-2649	242	9	-	-	SYM
cana-2649	242	10	32	32	NUM
cana-2649	242	11	.	.	PUNCT
cana-2649	243	1	[	[	X
cana-2649	243	2	13	13	NUM
cana-2649	243	3	]	]	PUNCT
cana-2649	243	4	alsaeedi	alsaeedi	PROPN
cana-2649	243	5	,	,	PUNCT
cana-2649	243	6	abdullah	abdullah	PROPN
cana-2649	243	7	,	,	PUNCT
cana-2649	243	8	and	and	CCONJ
cana-2649	243	9	mohammad	mohammad	PROPN
cana-2649	243	10	zubair	zubair	PROPN
cana-2649	243	11	khan	khan	PROPN
cana-2649	243	12	.	.	PUNCT
cana-2649	244	1	"	"	PUNCT
cana-2649	244	2	a	a	DET
cana-2649	244	3	study	study	NOUN
cana-2649	244	4	on	on	ADP
cana-2649	244	5	sentiment	sentiment	NOUN
cana-2649	244	6	analysis	analysis	NOUN
cana-2649	244	7	techniques	technique	NOUN
cana-2649	244	8	of	of	ADP
cana-2649	244	9	twitter	twitter	NOUN
cana-2649	244	10	data	datum	NOUN
cana-2649	244	11	.	.	PUNCT
cana-2649	244	12	"	"	PUNCT
cana-2649	245	1	international	international	ADJ
cana-2649	245	2	journal	journal	NOUN
cana-2649	245	3	of	of	ADP
cana-2649	245	4	advanced	advanced	ADJ
cana-2649	245	5	computer	computer	NOUN
cana-2649	245	6	science	science	NOUN
cana-2649	245	7	and	and	CCONJ
cana-2649	245	8	applications	application	NOUN
cana-2649	245	9	10.2	10.2	NUM
cana-2649	245	10	(	(	PUNCT
cana-2649	245	11	2019	2019	NUM
cana-2649	245	12	):	):	PUNCT
cana-2649	245	13	361	361	NUM
cana-2649	245	14	-	-	SYM
cana-2649	245	15	374	374	NUM
cana-2649	245	16	.	.	PUNCT
cana-2649	246	1	[	[	X
cana-2649	246	2	14	14	NUM
cana-2649	246	3	]	]	X
cana-2649	246	4	puteh	puteh	NOUN
cana-2649	246	5	,	,	PUNCT
cana-2649	246	6	nurnasran	nurnasran	ADJ
cana-2649	246	7	.	.	PUNCT
cana-2649	247	1	"	"	PUNCT
cana-2649	247	2	sentiment	sentiment	VERB
cana-2649	247	3	analysis	analysis	NOUN
cana-2649	247	4	with	with	ADP
cana-2649	247	5	deep	deep	ADJ
cana-2649	247	6	learning	learning	NOUN
cana-2649	247	7	:	:	PUNCT
cana-2649	247	8	a	a	DET
cana-2649	247	9	bibliometric	bibliometric	ADJ
cana-2649	247	10	review	review	NOUN
cana-2649	247	11	.	.	PUNCT
cana-2649	247	12	"	"	PUNCT
cana-2649	248	1	turkish	turkish	ADJ
cana-2649	248	2	journal	journal	NOUN
cana-2649	248	3	of	of	ADP
cana-2649	248	4	computer	computer	NOUN
cana-2649	248	5	and	and	CCONJ
cana-2649	248	6	mathematics	mathematics	PROPN
cana-2649	248	7	education	education	NOUN
cana-2649	248	8	(	(	PUNCT
cana-2649	248	9	turcomat	turcomat	NOUN
cana-2649	248	10	)	)	PUNCT
cana-2649	248	11	12.3	12.3	NUM
cana-2649	248	12	(	(	PUNCT
cana-2649	248	13	2021	2021	NUM
cana-2649	248	14	):	):	PUNCT
cana-2649	248	15	1509	1509	NUM
cana-2649	248	16	-	-	SYM
cana-2649	248	17	1519	1519	NUM
cana-2649	248	18	.	.	PUNCT
cana-2649	249	1	[	[	X
cana-2649	249	2	15	15	NUM
cana-2649	249	3	]	]	X
cana-2649	249	4	swati	swati	PROPN
cana-2649	249	5	,	,	PUNCT
cana-2649	249	6	ubale	ubale	ADJ
cana-2649	249	7	,	,	PUNCT
cana-2649	249	8	chilekar	chilekar	NOUN
cana-2649	249	9	pranali	pranali	PROPN
cana-2649	249	10	,	,	PUNCT
cana-2649	249	11	and	and	CCONJ
cana-2649	249	12	sonkamble	sonkamble	ADJ
cana-2649	249	13	pragati	pragati	NOUN
cana-2649	249	14	.	.	PUNCT
cana-2649	250	1	"	"	PUNCT
cana-2649	250	2	sentiment	sentiment	NOUN
cana-2649	250	3	analysis	analysis	NOUN
cana-2649	250	4	of	of	ADP
cana-2649	250	5	news	news	NOUN
cana-2649	250	6	articles	article	NOUN
cana-2649	250	7	using	use	VERB
cana-2649	250	8	machine	machine	NOUN
cana-2649	250	9	learning	learning	NOUN
cana-2649	250	10	approach	approach	NOUN
cana-2649	250	11	.	.	PUNCT
cana-2649	250	12	"	"	PUNCT
cana-2649	251	1	international	international	ADJ
cana-2649	251	2	journal	journal	NOUN
cana-2649	251	3	of	of	ADP
cana-2649	251	4	advances	advance	NOUN
cana-2649	251	5	in	in	ADP
cana-2649	251	6	electronics	electronic	NOUN
cana-2649	251	7	and	and	CCONJ
cana-2649	251	8	computer	computer	NOUN
cana-2649	251	9	science	science	NOUN
cana-2649	251	10	2.4	2.4	NUM
cana-2649	251	11	(	(	PUNCT
cana-2649	251	12	2015	2015	NUM
cana-2649	251	13	):	):	PUNCT
cana-2649	251	14	114116	114116	NUM
cana-2649	251	15	.	.	PUNCT
cana-2649	252	1	[	[	X
cana-2649	252	2	16	16	NUM
cana-2649	252	3	]	]	X
cana-2649	252	4	shi	shi	PROPN
cana-2649	252	5	,	,	PUNCT
cana-2649	252	6	yong	yong	PROPN
cana-2649	252	7	,	,	PUNCT
cana-2649	252	8	et	et	PROPN
cana-2649	252	9	al	al	PROPN
cana-2649	252	10	.	.	PUNCT
cana-2649	252	11	"	"	PUNCT
cana-2649	252	12	survey	survey	NOUN
cana-2649	252	13	on	on	ADP
cana-2649	252	14	classic	classic	ADJ
cana-2649	252	15	and	and	CCONJ
cana-2649	252	16	latest	late	ADJ
cana-2649	252	17	textual	textual	ADJ
cana-2649	252	18	sentiment	sentiment	NOUN
cana-2649	252	19	analysis	analysis	NOUN
cana-2649	252	20	articles	article	NOUN
cana-2649	252	21	and	and	CCONJ
cana-2649	252	22	techniques	technique	NOUN
cana-2649	252	23	.	.	PUNCT
cana-2649	252	24	"	"	PUNCT
cana-2649	253	1	international	international	ADJ
cana-2649	253	2	journal	journal	NOUN
cana-2649	253	3	of	of	ADP
cana-2649	253	4	information	information	NOUN
cana-2649	253	5	technology	technology	NOUN
cana-2649	253	6	&	&	CCONJ
cana-2649	253	7	decision	decision	NOUN
cana-2649	253	8	making	make	VERB
cana-2649	253	9	18.04	18.04	NUM
cana-2649	253	10	(	(	PUNCT
cana-2649	253	11	2019	2019	NUM
cana-2649	253	12	):	):	PUNCT
cana-2649	253	13	1243	1243	NUM
cana-2649	253	14	-	-	SYM
cana-2649	253	15	1287	1287	NUM
cana-2649	253	16	.	.	PUNCT
cana-2649	254	1	[	[	X
cana-2649	254	2	17	17	NUM
cana-2649	254	3	]	]	SYM
cana-2649	254	4	parthasarathy	parthasarathy	PROPN
cana-2649	254	5	,	,	PUNCT
cana-2649	254	6	g.	g.	PROPN
cana-2649	254	7	,	,	PUNCT
cana-2649	254	8	and	and	CCONJ
cana-2649	254	9	d.	d.	PROPN
cana-2649	254	10	c.	c.	PROPN
cana-2649	254	11	tomar	tomar	PROPN
cana-2649	254	12	.	.	PUNCT
cana-2649	255	1	"	"	PUNCT
cana-2649	255	2	sentiment	sentiment	NOUN
cana-2649	255	3	analyzer	analyzer	NOUN
cana-2649	255	4	:	:	PUNCT
cana-2649	255	5	analysis	analysis	NOUN
cana-2649	255	6	of	of	ADP
cana-2649	255	7	journal	journal	NOUN
cana-2649	255	8	citations	citation	NOUN
cana-2649	255	9	from	from	ADP
cana-2649	255	10	citation	citation	NOUN
cana-2649	255	11	databases	database	NOUN
cana-2649	255	12	.	.	PUNCT
cana-2649	255	13	"	"	PUNCT
cana-2649	256	1	2014	2014	NUM
cana-2649	256	2	5th	5th	ADJ
cana-2649	256	3	international	international	ADJ
cana-2649	256	4	conference	conference	NOUN
cana-2649	256	5	-	-	PUNCT
cana-2649	256	6	confluence	confluence	NOUN
cana-2649	256	7	the	the	DET
cana-2649	256	8	next	next	ADJ
cana-2649	256	9	generation	generation	NOUN
cana-2649	256	10	information	information	NOUN
cana-2649	256	11	technology	technology	NOUN
cana-2649	256	12	summit	summit	NOUN
cana-2649	256	13	(	(	PUNCT
cana-2649	256	14	confluence	confluence	NOUN
cana-2649	256	15	)	)	PUNCT
cana-2649	256	16	.	.	PUNCT
cana-2649	257	1	ieee	ieee	PROPN
cana-2649	257	2	,	,	PUNCT
cana-2649	257	3	2014	2014	NUM
cana-2649	257	4	,	,	PUNCT
cana-2649	257	5	pp	pp	ADJ
cana-2649	257	6	.	.	PUNCT
cana-2649	258	1	923	923	NUM
cana-2649	258	2	-	-	NUM
cana-2649	258	3	928	928	NUM
cana-2649	258	4	.	.	PUNCT
cana-2649	259	1	[	[	X
cana-2649	259	2	18	18	NUM
cana-2649	259	3	]	]	PUNCT
cana-2649	259	4	anvar	anvar	NOUN
cana-2649	259	5	shathik	shathik	NOUN
cana-2649	259	6	,	,	PUNCT
cana-2649	259	7	j.	j.	PROPN
cana-2649	259	8	,	,	PUNCT
cana-2649	259	9	and	and	CCONJ
cana-2649	259	10	k.	k.	PROPN
cana-2649	259	11	krishna	krishna	PROPN
cana-2649	259	12	prasad	prasad	PROPN
cana-2649	259	13	.	.	PUNCT
cana-2649	260	1	"	"	PUNCT
cana-2649	260	2	a	a	DET
cana-2649	260	3	literature	literature	NOUN
cana-2649	260	4	review	review	NOUN
cana-2649	260	5	on	on	ADP
cana-2649	260	6	application	application	NOUN
cana-2649	260	7	of	of	ADP
cana-2649	260	8	sentiment	sentiment	NOUN
cana-2649	260	9	analysis	analysis	NOUN
cana-2649	260	10	using	use	VERB
cana-2649	260	11	machine	machine	NOUN
cana-2649	260	12	learning	learn	VERB
cana-2649	260	13	techniques	technique	NOUN
cana-2649	260	14	.	.	PUNCT
cana-2649	260	15	"	"	PUNCT
cana-2649	261	1	international	international	ADJ
cana-2649	261	2	journal	journal	NOUN
cana-2649	261	3	of	of	ADP
cana-2649	261	4	applied	apply	VERB
cana-2649	261	5	engineering	engineering	NOUN
cana-2649	261	6	and	and	CCONJ
cana-2649	261	7	management	management	NOUN
cana-2649	261	8	letters	letter	NOUN
cana-2649	261	9	(	(	PUNCT
cana-2649	261	10	ijaeml	ijaeml	PROPN
cana-2649	261	11	)	)	PUNCT
cana-2649	261	12	,	,	PUNCT
cana-2649	261	13	issn	issn	PROPN
cana-2649	261	14	:	:	PUNCT
cana-2649	261	15	2581	2581	NUM
cana-2649	261	16	-	-	SYM
cana-2649	261	17	7000	7000	NUM
cana-2649	261	18	.	.	PUNCT
cana-2649	262	1	[	[	X
cana-2649	262	2	19	19	NUM
cana-2649	262	3	]	]	PUNCT
cana-2649	262	4	ashir	ashir	NOUN
cana-2649	262	5	,	,	PUNCT
cana-2649	262	6	abubakar	abubakar	PROPN
cana-2649	262	7	m.	m.	NOUN
cana-2649	262	8	"	"	PUNCT
cana-2649	262	9	a	a	DET
cana-2649	262	10	generalized	generalized	ADJ
cana-2649	262	11	method	method	NOUN
cana-2649	262	12	for	for	ADP
cana-2649	262	13	sentiment	sentiment	NOUN
cana-2649	262	14	analysis	analysis	NOUN
cana-2649	262	15	across	across	ADP
cana-2649	262	16	different	different	ADJ
cana-2649	262	17	sources	source	NOUN
cana-2649	262	18	.	.	PUNCT
cana-2649	262	19	"	"	PUNCT
cana-2649	263	1	applied	apply	VERB
cana-2649	263	2	computational	computational	ADJ
cana-2649	263	3	intelligence	intelligence	NOUN
cana-2649	263	4	and	and	CCONJ
cana-2649	263	5	soft	soft	ADJ
cana-2649	263	6	computing	computing	NOUN
cana-2649	263	7	2021	2021	NUM
cana-2649	263	8	(	(	PUNCT
cana-2649	263	9	2021	2021	NUM
cana-2649	263	10	)	)	PUNCT
cana-2649	263	11	.	.	PUNCT
cana-2649	264	1	[	[	X
cana-2649	264	2	20	20	NUM
cana-2649	264	3	]	]	X
cana-2649	264	4	buye	buye	PROPN
cana-2649	264	5	,	,	PUNCT
cana-2649	264	6	ronald	ronald	NOUN
cana-2649	264	7	.	.	PUNCT
cana-2649	265	1	"	"	PUNCT
cana-2649	265	2	critical	critical	ADJ
cana-2649	265	3	examination	examination	NOUN
cana-2649	265	4	of	of	ADP
cana-2649	265	5	the	the	DET
cana-2649	265	6	pestle	pestle	NOUN
cana-2649	265	7	analysis	analysis	NOUN
cana-2649	265	8	model	model	NOUN
cana-2649	265	9	.	.	PUNCT
cana-2649	265	10	"	"	PUNCT
cana-2649	266	1	action	action	NOUN
cana-2649	266	2	research	research	NOUN
cana-2649	266	3	for	for	ADP
cana-2649	266	4	development	development	NOUN
cana-2649	266	5	:	:	PUNCT
cana-2649	266	6	research	research	NOUN
cana-2649	266	7	gate	gate	NOUN
cana-2649	266	8	(	(	PUNCT
cana-2649	266	9	2021	2021	NUM
cana-2649	266	10	)	)	PUNCT
cana-2649	266	11	.	.	PUNCT
cana-2649	267	1	[	[	X
cana-2649	267	2	21	21	NUM
cana-2649	267	3	]	]	X
cana-2649	267	4	sammut	sammut	NOUN
cana-2649	267	5	-	-	PUNCT
cana-2649	267	6	bonnici	bonnici	NOUN
cana-2649	267	7	,	,	PUNCT
cana-2649	267	8	tanya	tanya	PROPN
cana-2649	267	9	,	,	PUNCT
cana-2649	267	10	and	and	CCONJ
cana-2649	267	11	david	david	PROPN
cana-2649	267	12	galea	galea	PROPN
cana-2649	267	13	.	.	PUNCT
cana-2649	268	1	"	"	PUNCT
cana-2649	268	2	pest	pest	VERB
cana-2649	268	3	analysis	analysis	NOUN
cana-2649	268	4	.	.	PUNCT
cana-2649	268	5	"	"	PUNCT
cana-2649	269	1	(	(	PUNCT
cana-2649	269	2	2014	2014	NUM
cana-2649	269	3	)	)	PUNCT
cana-2649	269	4	.	.	PUNCT
cana-2649	270	1	[	[	X
cana-2649	270	2	22	22	NUM
cana-2649	270	3	]	]	SYM
cana-2649	270	4	matović	matović	PROPN
cana-2649	270	5	,	,	PUNCT
cana-2649	270	6	ivana	ivana	PROPN
cana-2649	270	7	marinović	marinović	PROPN
cana-2649	270	8	.	.	PUNCT
cana-2649	271	1	"	"	PUNCT
cana-2649	271	2	pestel	pestel	NOUN
cana-2649	271	3	analysis	analysis	NOUN
cana-2649	271	4	of	of	ADP
cana-2649	271	5	external	external	ADJ
cana-2649	271	6	environment	environment	NOUN
cana-2649	271	7	as	as	ADP
cana-2649	271	8	a	a	DET
cana-2649	271	9	success	success	NOUN
cana-2649	271	10	factor	factor	NOUN
cana-2649	271	11	of	of	ADP
cana-2649	271	12	startup	startup	NOUN
cana-2649	271	13	business	business	NOUN
cana-2649	271	14	.	.	PUNCT
cana-2649	271	15	"	"	PUNCT
cana-2649	272	1	consciens	conscien	VERB
cana-2649	272	2	conference	conference	NOUN
cana-2649	272	3	proceedings	proceeding	NOUN
cana-2649	272	4	.	.	PUNCT
cana-2649	273	1	scientia	scientia	PROPN
cana-2649	273	2	moralitas	moralitas	PROPN
cana-2649	273	3	research	research	PROPN
cana-2649	273	4	institute	institute	PROPN
cana-2649	273	5	,	,	PUNCT
cana-2649	273	6	2020	2020	NUM
cana-2649	273	7	,	,	PUNCT
cana-2649	273	8	pp	pp	ADV
cana-2649	273	9	.	.	PUNCT
cana-2649	274	1	96	96	NUM
cana-2649	274	2	-	-	SYM
cana-2649	274	3	102	102	NUM
cana-2649	274	4	.	.	PUNCT
cana-2649	275	1	[	[	X
cana-2649	275	2	23	23	NUM
cana-2649	275	3	]	]	X
cana-2649	275	4	zunic	zunic	NOUN
cana-2649	275	5	,	,	PUNCT
cana-2649	275	6	anastazia	anastazia	PROPN
cana-2649	275	7	,	,	PUNCT
cana-2649	275	8	padraig	padraig	PROPN
cana-2649	275	9	corcoran	corcoran	NOUN
cana-2649	275	10	,	,	PUNCT
cana-2649	275	11	and	and	CCONJ
cana-2649	275	12	irena	irena	NOUN
cana-2649	275	13	spasic	spasic	NOUN
cana-2649	275	14	.	.	PUNCT
cana-2649	276	1	"	"	PUNCT
cana-2649	276	2	sentiment	sentiment	NOUN
cana-2649	276	3	analysis	analysis	NOUN
cana-2649	276	4	in	in	ADP
cana-2649	276	5	health	health	NOUN
cana-2649	276	6	and	and	CCONJ
cana-2649	276	7	well	well	ADV
cana-2649	276	8	-	-	PUNCT
cana-2649	276	9	being	being	NOUN
cana-2649	276	10	:	:	PUNCT
cana-2649	276	11	systematic	systematic	ADJ
cana-2649	276	12	review	review	NOUN
cana-2649	276	13	.	.	PUNCT
cana-2649	276	14	"	"	PUNCT
cana-2649	277	1	jmir	jmir	PROPN
cana-2649	277	2	medical	medical	ADJ
cana-2649	277	3	informatics	informatic	NOUN
cana-2649	277	4	8.1	8.1	NUM
cana-2649	277	5	(	(	PUNCT
cana-2649	277	6	2020	2020	NUM
cana-2649	277	7	):	):	PUNCT
cana-2649	277	8	e16023	e16023	PROPN
cana-2649	277	9	.	.	PUNCT
cana-2649	278	1	[	[	X
cana-2649	278	2	24	24	NUM
cana-2649	278	3	]	]	X
cana-2649	278	4	liu	liu	PROPN
cana-2649	278	5	,	,	PUNCT
cana-2649	278	6	bing	bing	NOUN
cana-2649	278	7	,	,	PUNCT
cana-2649	278	8	and	and	CCONJ
cana-2649	278	9	lei	lei	PROPN
cana-2649	278	10	zhang	zhang	PROPN
cana-2649	278	11	.	.	PUNCT
cana-2649	279	1	"	"	PUNCT
cana-2649	279	2	a	a	DET
cana-2649	279	3	survey	survey	NOUN
cana-2649	279	4	of	of	ADP
cana-2649	279	5	opinion	opinion	NOUN
cana-2649	279	6	mining	mining	NOUN
cana-2649	279	7	and	and	CCONJ
cana-2649	279	8	sentiment	sentiment	NOUN
cana-2649	279	9	analysis	analysis	NOUN
cana-2649	279	10	.	.	PUNCT
cana-2649	279	11	"	"	PUNCT
cana-2649	280	1	mining	mining	NOUN
cana-2649	280	2	text	text	NOUN
cana-2649	280	3	data	datum	NOUN
cana-2649	280	4	.	.	PUNCT
cana-2649	281	1	springer	springer	PROPN
cana-2649	281	2	,	,	PUNCT
cana-2649	281	3	boston	boston	PROPN
cana-2649	281	4	,	,	PUNCT
cana-2649	281	5	ma	ma	PROPN
cana-2649	281	6	,	,	PUNCT
cana-2649	281	7	2012	2012	NUM
cana-2649	281	8	.	.	PUNCT
cana-2649	282	1	415	415	NUM
cana-2649	282	2	-	-	SYM
cana-2649	282	3	463	463	NUM
cana-2649	282	4	.	.	PUNCT
cana-2649	283	1	[	[	X
cana-2649	283	2	25	25	NUM
cana-2649	283	3	]	]	PUNCT
cana-2649	283	4	cao	cao	PROPN
cana-2649	283	5	,	,	PUNCT
cana-2649	283	6	jianfang	jianfang	PROPN
cana-2649	283	7	,	,	PUNCT
cana-2649	283	8	et	et	PROPN
cana-2649	283	9	al	al	PROPN
cana-2649	283	10	.	.	PUNCT
cana-2649	284	1	"	"	PUNCT
cana-2649	284	2	improved	improve	VERB
cana-2649	284	3	support	support	NOUN
cana-2649	284	4	vector	vector	NOUN
cana-2649	284	5	machine	machine	NOUN
cana-2649	284	6	classification	classification	NOUN
cana-2649	284	7	algorithm	algorithm	NOUN
cana-2649	284	8	based	base	VERB
cana-2649	284	9	on	on	ADP
cana-2649	284	10	adaptive	adaptive	ADJ
cana-2649	284	11	feature	feature	NOUN
cana-2649	284	12	weight	weight	NOUN
cana-2649	284	13	updating	updating	NOUN
cana-2649	284	14	in	in	ADP
cana-2649	284	15	the	the	DET
cana-2649	284	16	hadoop	hadoop	NOUN
cana-2649	284	17	cluster	cluster	NOUN
cana-2649	284	18	environment	environment	NOUN
cana-2649	284	19	.	.	PUNCT
cana-2649	284	20	"	"	PUNCT
cana-2649	285	1	plos	plo	VERB
cana-2649	285	2	one	one	NUM
cana-2649	285	3	14.4	14.4	NUM
cana-2649	285	4	(	(	PUNCT
cana-2649	285	5	2019	2019	NUM
cana-2649	285	6	):	):	PUNCT
cana-2649	285	7	e0215136	e0215136	NOUN
cana-2649	285	8	.	.	PUNCT
cana-2649	286	1	[	[	X
cana-2649	286	2	26	26	NUM
cana-2649	286	3	]	]	X
cana-2649	286	4	cervantes	cervante	NOUN
cana-2649	286	5	,	,	PUNCT
cana-2649	286	6	jair	jair	PROPN
cana-2649	286	7	,	,	PUNCT
cana-2649	286	8	et	et	PROPN
cana-2649	286	9	al	al	PROPN
cana-2649	286	10	.	.	PUNCT
cana-2649	287	1	"	"	PUNCT
cana-2649	287	2	a	a	DET
cana-2649	287	3	comprehensive	comprehensive	ADJ
cana-2649	287	4	survey	survey	NOUN
cana-2649	287	5	on	on	ADP
cana-2649	287	6	support	support	NOUN
cana-2649	287	7	vector	vector	NOUN
cana-2649	287	8	machine	machine	NOUN
cana-2649	287	9	classification	classification	NOUN
cana-2649	287	10	:	:	PUNCT
cana-2649	287	11	applications	application	NOUN
cana-2649	287	12	,	,	PUNCT
cana-2649	287	13	challenges	challenge	NOUN
cana-2649	287	14	and	and	CCONJ
cana-2649	287	15	trends	trend	NOUN
cana-2649	287	16	.	.	PUNCT
cana-2649	287	17	"	"	PUNCT
cana-2649	288	1	neurocomputing	neurocompute	VERB
cana-2649	288	2	408	408	NUM
cana-2649	288	3	(	(	PUNCT
cana-2649	288	4	2020	2020	NUM
cana-2649	288	5	):	):	PUNCT
cana-2649	288	6	189	189	NUM
cana-2649	288	7	-	-	SYM
cana-2649	288	8	215	215	NUM
cana-2649	288	9	.	.	PUNCT