id	sid	tid	token	lemma	pos
work_ooc22yw4undevd5gkw5wapert4	1	1	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	1	2	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	1	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	1	4	85	85	CD
work_ooc22yw4undevd5gkw5wapert4	1	5	Spatialities	Spatialities	NNPS
work_ooc22yw4undevd5gkw5wapert4	1	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	1	7	Social	Social	NNP
work_ooc22yw4undevd5gkw5wapert4	1	8	Media	Media	NNP
work_ooc22yw4undevd5gkw5wapert4	1	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	1	10	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	1	11	Analysis	Analysis	NNP
work_ooc22yw4undevd5gkw5wapert4	1	12	:	:	:
work_ooc22yw4undevd5gkw5wapert4	1	13	Exploring	explore	VBG
work_ooc22yw4undevd5gkw5wapert4	1	14	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	1	15	Potential	potential	NN
work_ooc22yw4undevd5gkw5wapert4	1	16	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	1	17	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	1	18	Detection	Detection	NNP
work_ooc22yw4undevd5gkw5wapert4	1	19	Tool	Tool	NNP
work_ooc22yw4undevd5gkw5wapert4	1	20	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	1	21	GI_Forum	GI_Forum	-RRB-
work_ooc22yw4undevd5gkw5wapert4	1	22	2018	2018	CD
work_ooc22yw4undevd5gkw5wapert4	1	23	,	,	,
work_ooc22yw4undevd5gkw5wapert4	1	24	Issue	issue	NN
work_ooc22yw4undevd5gkw5wapert4	1	25	2	2	CD
work_ooc22yw4undevd5gkw5wapert4	1	26	Page	page	NN
work_ooc22yw4undevd5gkw5wapert4	1	27	:	:	:
work_ooc22yw4undevd5gkw5wapert4	1	28	85	85	CD
work_ooc22yw4undevd5gkw5wapert4	1	29	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	1	30	96	96	CD
work_ooc22yw4undevd5gkw5wapert4	1	31	Full	Full	NNP
work_ooc22yw4undevd5gkw5wapert4	1	32	Paper	Paper	NNP
work_ooc22yw4undevd5gkw5wapert4	1	33	Corresponding	Corresponding	NNP
work_ooc22yw4undevd5gkw5wapert4	1	34	Author	author	NN
work_ooc22yw4undevd5gkw5wapert4	1	35	:	:	:
work_ooc22yw4undevd5gkw5wapert4	1	36	reithmeier@geo.uni-frankfurt.de	reithmeier@geo.uni-frankfurt.de	JJ
work_ooc22yw4undevd5gkw5wapert4	1	37	DOI	doi	NN
work_ooc22yw4undevd5gkw5wapert4	1	38	:	:	:
work_ooc22yw4undevd5gkw5wapert4	1	39	10.1553	10.1553	CD
work_ooc22yw4undevd5gkw5wapert4	1	40	/	/	SYM
work_ooc22yw4undevd5gkw5wapert4	1	41	giscience2018_02_s85	giscience2018_02_s85	NNS
work_ooc22yw4undevd5gkw5wapert4	1	42	Christina	Christina	NNP
work_ooc22yw4undevd5gkw5wapert4	1	43	Reithmeier	Reithmeier	NNP
work_ooc22yw4undevd5gkw5wapert4	1	44	,	,	,
work_ooc22yw4undevd5gkw5wapert4	1	45	Karoline	Karoline	NNP
work_ooc22yw4undevd5gkw5wapert4	1	46	Buschbaum	Buschbaum	NNP
work_ooc22yw4undevd5gkw5wapert4	1	47	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	1	48	Detlef	Detlef	NNP
work_ooc22yw4undevd5gkw5wapert4	1	49	Kanwischer	Kanwischer	NNP
work_ooc22yw4undevd5gkw5wapert4	1	50	Goethe	Goethe	NNP
work_ooc22yw4undevd5gkw5wapert4	1	51	University	University	NNP
work_ooc22yw4undevd5gkw5wapert4	1	52	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	1	53	/	/	SYM
work_ooc22yw4undevd5gkw5wapert4	1	54	Main	Main	NNP
work_ooc22yw4undevd5gkw5wapert4	1	55	,	,	,
work_ooc22yw4undevd5gkw5wapert4	1	56	Germany	Germany	NNP
work_ooc22yw4undevd5gkw5wapert4	1	57	Abstract	Abstract	NNP
work_ooc22yw4undevd5gkw5wapert4	1	58	Social	Social	NNP
work_ooc22yw4undevd5gkw5wapert4	1	59	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	1	60	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	1	61	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	1	62	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	1	63	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	1	64	Facebook	Facebook	NNP
work_ooc22yw4undevd5gkw5wapert4	1	65	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	1	66	only	only	RB
work_ooc22yw4undevd5gkw5wapert4	1	67	create	create	VBP
work_ooc22yw4undevd5gkw5wapert4	1	68	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	1	69	spaces	space	NNS
work_ooc22yw4undevd5gkw5wapert4	1	70	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	1	71	interaction	interaction	NN
work_ooc22yw4undevd5gkw5wapert4	1	72	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	1	73	communication	communication	NN
work_ooc22yw4undevd5gkw5wapert4	1	74	,	,	,
work_ooc22yw4undevd5gkw5wapert4	1	75	they	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	1	76	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	1	77	influence	influence	VBP
work_ooc22yw4undevd5gkw5wapert4	1	78	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	1	79	way	way	NN
work_ooc22yw4undevd5gkw5wapert4	1	80	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	1	81	perceive	perceive	VBP
work_ooc22yw4undevd5gkw5wapert4	1	82	things	thing	NNS
work_ooc22yw4undevd5gkw5wapert4	1	83	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	1	84	lead	lead	VBP
work_ooc22yw4undevd5gkw5wapert4	1	85	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	1	86	changes	change	NNS
work_ooc22yw4undevd5gkw5wapert4	1	87	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	1	88	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	1	89	self	self	NN
work_ooc22yw4undevd5gkw5wapert4	1	90	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	1	91	perception	perception	NN
work_ooc22yw4undevd5gkw5wapert4	1	92	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	1	93	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	1	94	own	own	JJ
work_ooc22yw4undevd5gkw5wapert4	1	95	worldview	worldview	NN
work_ooc22yw4undevd5gkw5wapert4	1	96	.	.	.
work_ooc22yw4undevd5gkw5wapert4	2	1	Online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	2	2	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	2	3	occur	occur	VBP
work_ooc22yw4undevd5gkw5wapert4	2	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	2	5	various	various	JJ
work_ooc22yw4undevd5gkw5wapert4	2	6	forms	form	NNS
work_ooc22yw4undevd5gkw5wapert4	2	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	2	8	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	2	9	contain	contain	VB
work_ooc22yw4undevd5gkw5wapert4	2	10	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	2	11	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	2	12	expressions	expression	NNS
work_ooc22yw4undevd5gkw5wapert4	2	13	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	2	14	feeling	feeling	NN
work_ooc22yw4undevd5gkw5wapert4	2	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	3	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	3	2	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	3	3	article	article	NN
work_ooc22yw4undevd5gkw5wapert4	3	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	3	5	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	3	6	explore	explore	VBP
work_ooc22yw4undevd5gkw5wapert4	3	7	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	3	8	potential	potential	NN
work_ooc22yw4undevd5gkw5wapert4	3	9	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	3	10	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	3	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	3	12	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	3	13	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	3	14	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	3	15	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	3	16	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	3	17	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	3	18	geographic	geographic	JJ
work_ooc22yw4undevd5gkw5wapert4	3	19	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	3	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	4	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	4	2	analyse	analyse	VBP
work_ooc22yw4undevd5gkw5wapert4	4	3	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	4	4	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	4	5	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	4	6	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	4	7	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	4	8	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	4	9	possible	possible	JJ
work_ooc22yw4undevd5gkw5wapert4	4	10	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	4	11	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	4	12	spaces	space	NNS
work_ooc22yw4undevd5gkw5wapert4	4	13	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	4	14	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	4	15	,	,	,
work_ooc22yw4undevd5gkw5wapert4	4	16	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	4	17	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	4	18	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	4	19	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	4	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	4	21	Germany	Germany	NNP
work_ooc22yw4undevd5gkw5wapert4	4	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	5	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	5	2	collected	collect	VBD
work_ooc22yw4undevd5gkw5wapert4	5	3	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	5	4	via	via	IN
work_ooc22yw4undevd5gkw5wapert4	5	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	5	6	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	5	7	API	API	NNP
work_ooc22yw4undevd5gkw5wapert4	5	8	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	5	9	used	use	VBD
work_ooc22yw4undevd5gkw5wapert4	5	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	5	11	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	5	12	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	5	13	application	application	NN
work_ooc22yw4undevd5gkw5wapert4	5	14	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	5	15	conduct	conduct	VB
work_ooc22yw4undevd5gkw5wapert4	5	16	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	5	17	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	5	18	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	5	19	.	.	.
work_ooc22yw4undevd5gkw5wapert4	6	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	6	2	order	order	NN
work_ooc22yw4undevd5gkw5wapert4	6	3	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	6	4	evaluate	evaluate	VB
work_ooc22yw4undevd5gkw5wapert4	6	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	6	6	results	result	NNS
work_ooc22yw4undevd5gkw5wapert4	6	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	6	8	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	6	9	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	6	10	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	6	11	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	6	12	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	6	13	manually	manually	RB
work_ooc22yw4undevd5gkw5wapert4	6	14	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	6	15	comparison	comparison	NN
work_ooc22yw4undevd5gkw5wapert4	6	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	7	1	Through	through	IN
work_ooc22yw4undevd5gkw5wapert4	7	2	its	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	7	3	lexicon	lexicon	NN
work_ooc22yw4undevd5gkw5wapert4	7	4	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	7	5	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	7	6	classification	classification	NN
work_ooc22yw4undevd5gkw5wapert4	7	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	7	8	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	7	9	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	7	10	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	7	11	able	able	JJ
work_ooc22yw4undevd5gkw5wapert4	7	12	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	7	13	identify	identify	VB
work_ooc22yw4undevd5gkw5wapert4	7	14	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	7	15	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	7	16	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	7	17	associations	association	NNS
work_ooc22yw4undevd5gkw5wapert4	7	18	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	7	19	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	7	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	8	1	However	however	RB
work_ooc22yw4undevd5gkw5wapert4	8	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	8	3	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	8	4	were	be	VBD
work_ooc22yw4undevd5gkw5wapert4	8	5	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	8	6	able	able	JJ
work_ooc22yw4undevd5gkw5wapert4	8	7	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	8	8	demonstrate	demonstrate	VB
work_ooc22yw4undevd5gkw5wapert4	8	9	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	8	10	limitations	limitation	NNS
work_ooc22yw4undevd5gkw5wapert4	8	11	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	8	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	8	13	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	8	14	compared	compare	VBN
work_ooc22yw4undevd5gkw5wapert4	8	15	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	8	16	manual	manual	JJ
work_ooc22yw4undevd5gkw5wapert4	8	17	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	8	18	.	.	.
work_ooc22yw4undevd5gkw5wapert4	9	1	Although	although	IN
work_ooc22yw4undevd5gkw5wapert4	9	2	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	9	3	provides	provide	VBZ
work_ooc22yw4undevd5gkw5wapert4	9	4	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	9	5	quick	quick	JJ
work_ooc22yw4undevd5gkw5wapert4	9	6	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	9	7	comprehensive	comprehensive	JJ
work_ooc22yw4undevd5gkw5wapert4	9	8	overview	overview	NN
work_ooc22yw4undevd5gkw5wapert4	9	9	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	9	10	sentiments	sentiment	NNS
work_ooc22yw4undevd5gkw5wapert4	9	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	9	12	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	9	13	reaches	reach	VBZ
work_ooc22yw4undevd5gkw5wapert4	9	14	its	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	9	15	limits	limit	NNS
work_ooc22yw4undevd5gkw5wapert4	9	16	when	when	WRB
work_ooc22yw4undevd5gkw5wapert4	9	17	other	other	JJ
work_ooc22yw4undevd5gkw5wapert4	9	18	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	9	19	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	9	20	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	9	21	images	image	NNS
work_ooc22yw4undevd5gkw5wapert4	9	22	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	9	23	involved	involve	VBN
work_ooc22yw4undevd5gkw5wapert4	9	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	10	1	Overall	overall	RB
work_ooc22yw4undevd5gkw5wapert4	10	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	10	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	10	4	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	10	5	offers	offer	VBZ
work_ooc22yw4undevd5gkw5wapert4	10	6	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	10	7	good	good	JJ
work_ooc22yw4undevd5gkw5wapert4	10	8	low	low	JJ
work_ooc22yw4undevd5gkw5wapert4	10	9	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	10	10	threshold	threshold	NN
work_ooc22yw4undevd5gkw5wapert4	10	11	approach	approach	NN
work_ooc22yw4undevd5gkw5wapert4	10	12	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	10	13	scientists	scientist	NNS
work_ooc22yw4undevd5gkw5wapert4	10	14	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	10	15	work	work	VB
work_ooc22yw4undevd5gkw5wapert4	10	16	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	10	17	digital	digital	JJ
work_ooc22yw4undevd5gkw5wapert4	10	18	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	10	19	.	.	.
work_ooc22yw4undevd5gkw5wapert4	11	1	Keywords	keyword	NNS
work_ooc22yw4undevd5gkw5wapert4	11	2	:	:	:
work_ooc22yw4undevd5gkw5wapert4	11	3	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	11	4	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	11	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	11	6	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	11	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	11	8	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	11	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	11	10	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	11	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	11	12	construction	construction	NN
work_ooc22yw4undevd5gkw5wapert4	11	13	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	11	14	space	space	NN
work_ooc22yw4undevd5gkw5wapert4	11	15	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	11	16	Introduction	introduction	NN
work_ooc22yw4undevd5gkw5wapert4	11	17	More	More	JJR
work_ooc22yw4undevd5gkw5wapert4	11	18	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	11	19	more	more	JJR
work_ooc22yw4undevd5gkw5wapert4	11	20	aspects	aspect	NNS
work_ooc22yw4undevd5gkw5wapert4	11	21	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	11	22	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	11	23	everyday	everyday	JJ
work_ooc22yw4undevd5gkw5wapert4	11	24	lives	life	NNS
work_ooc22yw4undevd5gkw5wapert4	11	25	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	11	26	conveyed	convey	VBN
work_ooc22yw4undevd5gkw5wapert4	11	27	,	,	,
work_ooc22yw4undevd5gkw5wapert4	11	28	expanded	expand	VBN
work_ooc22yw4undevd5gkw5wapert4	11	29	,	,	,
work_ooc22yw4undevd5gkw5wapert4	11	30	produced	produce	VBN
work_ooc22yw4undevd5gkw5wapert4	11	31	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	11	32	regulated	regulate	VBN
work_ooc22yw4undevd5gkw5wapert4	11	33	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	11	34	software	software	NN
work_ooc22yw4undevd5gkw5wapert4	11	35	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	11	36	supported	support	VBN
work_ooc22yw4undevd5gkw5wapert4	11	37	technologies	technology	NNS
work_ooc22yw4undevd5gkw5wapert4	11	38	.	.	.
work_ooc22yw4undevd5gkw5wapert4	12	1	Social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	12	2	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	12	3	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	12	4	particular	particular	JJ
work_ooc22yw4undevd5gkw5wapert4	12	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	12	6	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	12	7	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	12	8	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	12	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	12	10	appear	appear	VB
work_ooc22yw4undevd5gkw5wapert4	12	11	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	12	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	12	13	Internet	internet	NN
work_ooc22yw4undevd5gkw5wapert4	12	14	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	12	15	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	12	16	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	12	17	space	space	NN
work_ooc22yw4undevd5gkw5wapert4	12	18	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	12	19	interaction	interaction	NN
work_ooc22yw4undevd5gkw5wapert4	12	20	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	12	21	communication	communication	NN
work_ooc22yw4undevd5gkw5wapert4	12	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	13	1	Strohmaier	strohmai	JJR
work_ooc22yw4undevd5gkw5wapert4	13	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	13	3	Zens	Zens	NNP
work_ooc22yw4undevd5gkw5wapert4	13	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	13	5	2014	2014	CD
work_ooc22yw4undevd5gkw5wapert4	13	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	13	7	even	even	RB
work_ooc22yw4undevd5gkw5wapert4	13	8	attribute	attribute	VBP
work_ooc22yw4undevd5gkw5wapert4	13	9	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	13	10	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	13	11	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	13	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	13	13	ability	ability	NN
work_ooc22yw4undevd5gkw5wapert4	13	14	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	13	15	change	change	VB
work_ooc22yw4undevd5gkw5wapert4	13	16	public	public	JJ
work_ooc22yw4undevd5gkw5wapert4	13	17	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	13	18	life	life	NN
work_ooc22yw4undevd5gkw5wapert4	13	19	structurally	structurally	RB
work_ooc22yw4undevd5gkw5wapert4	13	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	14	1	Poorthuis	Poorthuis	NNP
work_ooc22yw4undevd5gkw5wapert4	14	2	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	14	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	14	4	.	.	.
work_ooc22yw4undevd5gkw5wapert4	15	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	15	2	2014	2014	CD
work_ooc22yw4undevd5gkw5wapert4	15	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	15	4	describe	describe	VB
work_ooc22yw4undevd5gkw5wapert4	15	5	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	15	6	structural	structural	JJ
work_ooc22yw4undevd5gkw5wapert4	15	7	change	change	NN
work_ooc22yw4undevd5gkw5wapert4	15	8	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	15	9	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	15	10	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	15	11	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	15	12	revolution	revolution	NN
work_ooc22yw4undevd5gkw5wapert4	15	13	’	'	''
work_ooc22yw4undevd5gkw5wapert4	15	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	15	15	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	15	16	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	15	17	digital	digital	JJ
work_ooc22yw4undevd5gkw5wapert4	15	18	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	15	19	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	15	20	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	15	21	become	become	VB
work_ooc22yw4undevd5gkw5wapert4	15	22	key	key	JJ
work_ooc22yw4undevd5gkw5wapert4	15	23	elements	element	NNS
work_ooc22yw4undevd5gkw5wapert4	15	24	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	15	25	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	15	26	interaction	interaction	NN
work_ooc22yw4undevd5gkw5wapert4	15	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	16	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	16	2	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	16	3	disseminated	disseminate	VBN
work_ooc22yw4undevd5gkw5wapert4	16	4	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	16	5	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	16	6	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	16	7	represents	represent	VBZ
work_ooc22yw4undevd5gkw5wapert4	16	8	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	16	9	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	16	10	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	16	11	has	have	VBZ
work_ooc22yw4undevd5gkw5wapert4	16	12	been	be	VBN
work_ooc22yw4undevd5gkw5wapert4	16	13	provided	provide	VBN
work_ooc22yw4undevd5gkw5wapert4	16	14	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	16	15	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	16	16	users	user	NNS
work_ooc22yw4undevd5gkw5wapert4	16	17	,	,	,
work_ooc22yw4undevd5gkw5wapert4	16	18	either	either	CC
work_ooc22yw4undevd5gkw5wapert4	16	19	voluntarily	voluntarily	RB
work_ooc22yw4undevd5gkw5wapert4	16	20	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	16	21	linking	link	VBG
work_ooc22yw4undevd5gkw5wapert4	16	22	their	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	16	23	location	location	NN
work_ooc22yw4undevd5gkw5wapert4	16	24	,	,	,
work_ooc22yw4undevd5gkw5wapert4	16	25	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	16	26	unintentionally	unintentionally	RB
work_ooc22yw4undevd5gkw5wapert4	16	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	17	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	17	2	postings	posting	NNS
work_ooc22yw4undevd5gkw5wapert4	17	3	implicitly	implicitly	RB
work_ooc22yw4undevd5gkw5wapert4	17	4	reproduce	reproduce	VBP
work_ooc22yw4undevd5gkw5wapert4	17	5	geographical	geographical	JJ
work_ooc22yw4undevd5gkw5wapert4	17	6	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	17	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	17	8	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	17	9	example	example	NN
work_ooc22yw4undevd5gkw5wapert4	17	10	through	through	IN
work_ooc22yw4undevd5gkw5wapert4	17	11	geolocation	geolocation	NN
work_ooc22yw4undevd5gkw5wapert4	17	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	17	13	giving	give	VBG
work_ooc22yw4undevd5gkw5wapert4	17	14	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	17	15	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	17	16	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	17	17	user	user	NN
work_ooc22yw4undevd5gkw5wapert4	17	18	’s	’s	POS
work_ooc22yw4undevd5gkw5wapert4	17	19	place	place	NN
work_ooc22yw4undevd5gkw5wapert4	17	20	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	17	21	origin	origin	NN
work_ooc22yw4undevd5gkw5wapert4	17	22	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	17	23	referring	refer	VBG
work_ooc22yw4undevd5gkw5wapert4	17	24	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	17	25	their	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	17	26	content	content	NN
work_ooc22yw4undevd5gkw5wapert4	17	27	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	17	28	geographical	geographical	JJ
work_ooc22yw4undevd5gkw5wapert4	17	29	entities	entity	NNS
work_ooc22yw4undevd5gkw5wapert4	17	30	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	17	31	places	place	NNS
work_ooc22yw4undevd5gkw5wapert4	17	32	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	17	33	,	,	,
work_ooc22yw4undevd5gkw5wapert4	17	34	through	through	IN
work_ooc22yw4undevd5gkw5wapert4	17	35	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	17	36	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	17	37	locations	location	NNS
work_ooc22yw4undevd5gkw5wapert4	17	38	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	17	39	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	17	40	perceived	perceive	VBN
work_ooc22yw4undevd5gkw5wapert4	17	41	differently	differently	RB
work_ooc22yw4undevd5gkw5wapert4	17	42	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	17	43	acquire	acquire	VB
work_ooc22yw4undevd5gkw5wapert4	17	44	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	17	45	meanings	meaning	NNS
work_ooc22yw4undevd5gkw5wapert4	17	46	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	17	47	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	17	48	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	17	49	86	86	CD
work_ooc22yw4undevd5gkw5wapert4	17	50	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	17	51	Stefanidis	Stefanidis	NNP
work_ooc22yw4undevd5gkw5wapert4	17	52	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	17	53	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	17	54	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	17	55	,	,	,
work_ooc22yw4undevd5gkw5wapert4	17	56	2013	2013	CD
work_ooc22yw4undevd5gkw5wapert4	17	57	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	17	58	.	.	.
work_ooc22yw4undevd5gkw5wapert4	18	1	Whether	whether	IN
work_ooc22yw4undevd5gkw5wapert4	18	2	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	18	3	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	18	4	networks	network	NNS
work_ooc22yw4undevd5gkw5wapert4	18	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	18	6	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	18	7	television	television	NN
work_ooc22yw4undevd5gkw5wapert4	18	8	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	18	9	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	18	10	graffiti	graffiti	NN
work_ooc22yw4undevd5gkw5wapert4	18	11	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	18	12	house	house	NN
work_ooc22yw4undevd5gkw5wapert4	18	13	walls	wall	NNS
work_ooc22yw4undevd5gkw5wapert4	18	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	18	15	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	18	16	often	often	RB
work_ooc22yw4undevd5gkw5wapert4	18	17	encounter	encounter	VBP
work_ooc22yw4undevd5gkw5wapert4	18	18	so	so	RB
work_ooc22yw4undevd5gkw5wapert4	18	19	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	18	20	called	call	VBN
work_ooc22yw4undevd5gkw5wapert4	18	21	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	18	22	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	18	23	#	#	NN
work_ooc22yw4undevd5gkw5wapert4	18	24	symbols	symbol	NNS
work_ooc22yw4undevd5gkw5wapert4	18	25	,	,	,
work_ooc22yw4undevd5gkw5wapert4	18	26	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	18	27	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	18	28	#	#	$
work_ooc22yw4undevd5gkw5wapert4	18	29	metoo	metoo	NNS
work_ooc22yw4undevd5gkw5wapert4	18	30	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	18	31	#	#	$
work_ooc22yw4undevd5gkw5wapert4	18	32	BlackLivesMatter	blacklivesmatter	NN
work_ooc22yw4undevd5gkw5wapert4	18	33	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	18	34	.	.	.
work_ooc22yw4undevd5gkw5wapert4	19	1	Hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	19	2	emphasize	emphasize	VBP
work_ooc22yw4undevd5gkw5wapert4	19	3	individual	individual	JJ
work_ooc22yw4undevd5gkw5wapert4	19	4	terms	term	NNS
work_ooc22yw4undevd5gkw5wapert4	19	5	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	19	6	bundle	bundle	VB
work_ooc22yw4undevd5gkw5wapert4	19	7	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	19	8	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	19	9	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	19	10	Bruns	Bruns	NNP
work_ooc22yw4undevd5gkw5wapert4	19	11	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	19	12	Stieglitz	Stieglitz	NNP
work_ooc22yw4undevd5gkw5wapert4	19	13	,	,	,
work_ooc22yw4undevd5gkw5wapert4	19	14	2012	2012	CD
work_ooc22yw4undevd5gkw5wapert4	19	15	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	19	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	20	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	20	2	occurrence	occurrence	NN
work_ooc22yw4undevd5gkw5wapert4	20	3	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	20	4	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	20	5	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	20	6	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	20	7	very	very	RB
work_ooc22yw4undevd5gkw5wapert4	20	8	limited	limited	JJ
work_ooc22yw4undevd5gkw5wapert4	20	9	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	20	10	time	time	NN
work_ooc22yw4undevd5gkw5wapert4	20	11	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	20	12	still	still	RB
work_ooc22yw4undevd5gkw5wapert4	20	13	provide	provide	VB
work_ooc22yw4undevd5gkw5wapert4	20	14	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	20	15	large	large	JJ
work_ooc22yw4undevd5gkw5wapert4	20	16	amount	amount	NN
work_ooc22yw4undevd5gkw5wapert4	20	17	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	20	18	up	up	NN
work_ooc22yw4undevd5gkw5wapert4	20	19	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	20	20	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	20	21	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	20	22	date	date	NN
work_ooc22yw4undevd5gkw5wapert4	20	23	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	20	24	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	20	25	Willis	Willis	NNP
work_ooc22yw4undevd5gkw5wapert4	20	26	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	20	27	Fecteau	Fecteau	NNP
work_ooc22yw4undevd5gkw5wapert4	20	28	,	,	,
work_ooc22yw4undevd5gkw5wapert4	20	29	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	20	30	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	20	31	.	.	.
work_ooc22yw4undevd5gkw5wapert4	21	1	Since	since	IN
work_ooc22yw4undevd5gkw5wapert4	21	2	two	two	CD
work_ooc22yw4undevd5gkw5wapert4	21	3	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	21	4	thirds	third	NNS
work_ooc22yw4undevd5gkw5wapert4	21	5	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	21	6	all	all	DT
work_ooc22yw4undevd5gkw5wapert4	21	7	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	21	8	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	21	9	users	user	NNS
work_ooc22yw4undevd5gkw5wapert4	21	10	provide	provide	VBP
work_ooc22yw4undevd5gkw5wapert4	21	11	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	21	12	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	21	13	their	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	21	14	location	location	NN
work_ooc22yw4undevd5gkw5wapert4	21	15	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	21	16	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	21	17	number	number	NN
work_ooc22yw4undevd5gkw5wapert4	21	18	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	21	19	ways	way	NNS
work_ooc22yw4undevd5gkw5wapert4	21	20	–	–	:
work_ooc22yw4undevd5gkw5wapert4	21	21	whether	whether	IN
work_ooc22yw4undevd5gkw5wapert4	21	22	explicitly	explicitly	RB
work_ooc22yw4undevd5gkw5wapert4	21	23	via	via	IN
work_ooc22yw4undevd5gkw5wapert4	21	24	geolocation	geolocation	NN
work_ooc22yw4undevd5gkw5wapert4	21	25	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	21	26	via	via	IN
work_ooc22yw4undevd5gkw5wapert4	21	27	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	21	28	–	–	:
work_ooc22yw4undevd5gkw5wapert4	21	29	those	those	DT
work_ooc22yw4undevd5gkw5wapert4	21	30	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	21	31	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	21	32	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	21	33	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	21	34	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	21	35	investigate	investigate	VB
work_ooc22yw4undevd5gkw5wapert4	21	36	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	21	37	perceptions	perception	NNS
work_ooc22yw4undevd5gkw5wapert4	21	38	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	21	39	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	21	40	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	21	41	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	21	42	Stefanidis	Stefanidis	NNP
work_ooc22yw4undevd5gkw5wapert4	21	43	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	21	44	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	21	45	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	21	46	,	,	,
work_ooc22yw4undevd5gkw5wapert4	21	47	2013	2013	CD
work_ooc22yw4undevd5gkw5wapert4	21	48	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	21	49	.	.	.
work_ooc22yw4undevd5gkw5wapert4	22	1	Such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	22	2	material	material	NN
work_ooc22yw4undevd5gkw5wapert4	22	3	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	22	4	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	22	5	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	22	6	geographical	geographical	JJ
work_ooc22yw4undevd5gkw5wapert4	22	7	location	location	NN
work_ooc22yw4undevd5gkw5wapert4	22	8	as	as	RB
work_ooc22yw4undevd5gkw5wapert4	22	9	well	well	RB
work_ooc22yw4undevd5gkw5wapert4	22	10	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	22	11	socio	socio	NN
work_ooc22yw4undevd5gkw5wapert4	22	12	-	-	,
work_ooc22yw4undevd5gkw5wapert4	22	13	scientifically	scientifically	RB
work_ooc22yw4undevd5gkw5wapert4	22	14	relevant	relevant	JJ
work_ooc22yw4undevd5gkw5wapert4	22	15	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	22	16	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	22	17	provide	provide	VB
work_ooc22yw4undevd5gkw5wapert4	22	18	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	22	19	insights	insight	NNS
work_ooc22yw4undevd5gkw5wapert4	22	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	23	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	23	2	particular	particular	JJ
work_ooc22yw4undevd5gkw5wapert4	23	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	23	4	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	23	5	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	23	6	platforms	platform	NNS
work_ooc22yw4undevd5gkw5wapert4	23	7	provide	provide	VBP
work_ooc22yw4undevd5gkw5wapert4	23	8	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	23	9	unprecedented	unprecedented	JJ
work_ooc22yw4undevd5gkw5wapert4	23	10	opportunity	opportunity	NN
work_ooc22yw4undevd5gkw5wapert4	23	11	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	23	12	collect	collect	VB
work_ooc22yw4undevd5gkw5wapert4	23	13	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	23	14	analyse	analyse	NNP
work_ooc22yw4undevd5gkw5wapert4	23	15	fine-	fine-	NNP
work_ooc22yw4undevd5gkw5wapert4	23	16	grained	grained	JJ
work_ooc22yw4undevd5gkw5wapert4	23	17	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	23	18	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	23	19	socio	socio	JJ
work_ooc22yw4undevd5gkw5wapert4	23	20	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	23	21	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	23	22	actions	action	NNS
work_ooc22yw4undevd5gkw5wapert4	23	23	.	.	.
work_ooc22yw4undevd5gkw5wapert4	24	1	Combined	combine	VBN
work_ooc22yw4undevd5gkw5wapert4	24	2	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	24	3	other	other	JJ
work_ooc22yw4undevd5gkw5wapert4	24	4	sources	source	NNS
work_ooc22yw4undevd5gkw5wapert4	24	5	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	24	6	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	24	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	24	8	methods	method	NNS
work_ooc22yw4undevd5gkw5wapert4	24	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	24	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	24	11	approach	approach	NN
work_ooc22yw4undevd5gkw5wapert4	24	12	offers	offer	VBZ
work_ooc22yw4undevd5gkw5wapert4	24	13	great	great	JJ
work_ooc22yw4undevd5gkw5wapert4	24	14	potential	potential	NN
work_ooc22yw4undevd5gkw5wapert4	24	15	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	24	16	opening	opening	NN
work_ooc22yw4undevd5gkw5wapert4	24	17	up	up	RP
work_ooc22yw4undevd5gkw5wapert4	24	18	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	24	19	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	24	20	field	field	NN
work_ooc22yw4undevd5gkw5wapert4	24	21	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	24	22	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	24	23	:	:	:
work_ooc22yw4undevd5gkw5wapert4	24	24	understanding	understand	VBG
work_ooc22yw4undevd5gkw5wapert4	24	25	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	24	26	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	24	27	geo)web	geo)web	NNP
work_ooc22yw4undevd5gkw5wapert4	24	28	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	24	29	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	24	30	socially	socially	RB
work_ooc22yw4undevd5gkw5wapert4	24	31	produced	produce	VBN
work_ooc22yw4undevd5gkw5wapert4	24	32	space	space	NN
work_ooc22yw4undevd5gkw5wapert4	24	33	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	24	34	Crampton	Crampton	NNP
work_ooc22yw4undevd5gkw5wapert4	24	35	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	24	36	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	24	37	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	24	38	,	,	,
work_ooc22yw4undevd5gkw5wapert4	24	39	2013	2013	CD
work_ooc22yw4undevd5gkw5wapert4	24	40	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	24	41	.	.	.
work_ooc22yw4undevd5gkw5wapert4	25	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	25	2	Internet	internet	NN
work_ooc22yw4undevd5gkw5wapert4	25	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	25	4	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	25	5	its	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	25	6	wealth	wealth	NN
work_ooc22yw4undevd5gkw5wapert4	25	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	25	8	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	25	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	25	10	offers	offer	VBZ
work_ooc22yw4undevd5gkw5wapert4	25	11	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	25	12	supposedly	supposedly	RB
work_ooc22yw4undevd5gkw5wapert4	25	13	fruitful	fruitful	JJ
work_ooc22yw4undevd5gkw5wapert4	25	14	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	25	15	base	base	NN
work_ooc22yw4undevd5gkw5wapert4	25	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	26	1	However	however	RB
work_ooc22yw4undevd5gkw5wapert4	26	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	26	3	traditional	traditional	JJ
work_ooc22yw4undevd5gkw5wapert4	26	4	rules	rule	NNS
work_ooc22yw4undevd5gkw5wapert4	26	5	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	26	6	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	26	7	methods	method	NNS
work_ooc22yw4undevd5gkw5wapert4	26	8	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	26	9	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	26	10	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	26	11	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	26	12	only	only	RB
work_ooc22yw4undevd5gkw5wapert4	26	13	partially	partially	RB
work_ooc22yw4undevd5gkw5wapert4	26	14	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	26	15	applied	apply	VBN
work_ooc22yw4undevd5gkw5wapert4	26	16	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	26	17	internet-	internet-	JJ
work_ooc22yw4undevd5gkw5wapert4	26	18	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	26	19	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	26	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	26	21	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	26	22	require	require	VBP
work_ooc22yw4undevd5gkw5wapert4	26	23	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	26	24	methodological	methodological	JJ
work_ooc22yw4undevd5gkw5wapert4	26	25	approaches	approach	NNS
work_ooc22yw4undevd5gkw5wapert4	26	26	.	.	.
work_ooc22yw4undevd5gkw5wapert4	27	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	27	2	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	27	3	explorative	explorative	JJ
work_ooc22yw4undevd5gkw5wapert4	27	4	study	study	NN
work_ooc22yw4undevd5gkw5wapert4	27	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	27	6	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	27	7	focus	focus	VBP
work_ooc22yw4undevd5gkw5wapert4	27	8	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	27	9	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	27	10	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	27	11	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	27	12	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	27	13	method	method	NN
work_ooc22yw4undevd5gkw5wapert4	27	14	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	27	15	detecting	detect	VBG
work_ooc22yw4undevd5gkw5wapert4	27	16	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	27	17	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	27	18	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	27	19	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	27	20	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	27	21	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	27	22	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	27	23	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	27	24	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	27	25	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	27	26	Thelwall	Thelwall	NNP
work_ooc22yw4undevd5gkw5wapert4	27	27	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	27	28	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	27	29	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	27	30	,	,	,
work_ooc22yw4undevd5gkw5wapert4	27	31	2011	2011	CD
work_ooc22yw4undevd5gkw5wapert4	27	32	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	27	33	.	.	.
work_ooc22yw4undevd5gkw5wapert4	28	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	28	2	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	28	3	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	28	4	potentially	potentially	RB
work_ooc22yw4undevd5gkw5wapert4	28	5	give	give	VB
work_ooc22yw4undevd5gkw5wapert4	28	6	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	28	7	overview	overview	NN
work_ooc22yw4undevd5gkw5wapert4	28	8	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	28	9	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	28	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	28	11	perceptions	perception	NNS
work_ooc22yw4undevd5gkw5wapert4	28	12	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	28	13	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	28	14	places	place	NNS
work_ooc22yw4undevd5gkw5wapert4	28	15	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	28	16	help	help	VB
work_ooc22yw4undevd5gkw5wapert4	28	17	us	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	28	18	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	28	19	understand	understand	VB
work_ooc22yw4undevd5gkw5wapert4	28	20	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	28	21	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	28	22	those	those	DT
work_ooc22yw4undevd5gkw5wapert4	28	23	spaces	space	NNS
work_ooc22yw4undevd5gkw5wapert4	28	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	29	1	These	these	DT
work_ooc22yw4undevd5gkw5wapert4	29	2	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	29	3	computer	computer	NN
work_ooc22yw4undevd5gkw5wapert4	29	4	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	29	5	aided	aid	VBN
work_ooc22yw4undevd5gkw5wapert4	29	6	approaches	approach	NNS
work_ooc22yw4undevd5gkw5wapert4	29	7	usually	usually	RB
work_ooc22yw4undevd5gkw5wapert4	29	8	require	require	VBP
work_ooc22yw4undevd5gkw5wapert4	29	9	basic	basic	JJ
work_ooc22yw4undevd5gkw5wapert4	29	10	computing	computing	NN
work_ooc22yw4undevd5gkw5wapert4	29	11	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	29	12	programming	programming	NN
work_ooc22yw4undevd5gkw5wapert4	29	13	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	29	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	29	15	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	29	16	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	29	17	scientists	scientist	NNS
work_ooc22yw4undevd5gkw5wapert4	29	18	often	often	RB
work_ooc22yw4undevd5gkw5wapert4	29	19	do	do	VBP
work_ooc22yw4undevd5gkw5wapert4	29	20	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	29	21	have	have	VB
work_ooc22yw4undevd5gkw5wapert4	29	22	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	29	23	kind	kind	NN
work_ooc22yw4undevd5gkw5wapert4	29	24	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	29	25	knowledge	knowledge	NN
work_ooc22yw4undevd5gkw5wapert4	29	26	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	29	27	rely	rely	VB
work_ooc22yw4undevd5gkw5wapert4	29	28	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	29	29	low	low	JJ
work_ooc22yw4undevd5gkw5wapert4	29	30	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	29	31	threshold	threshold	NN
work_ooc22yw4undevd5gkw5wapert4	29	32	programs	program	NNS
work_ooc22yw4undevd5gkw5wapert4	29	33	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	29	34	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	29	35	.	.	.
work_ooc22yw4undevd5gkw5wapert4	30	1	One	one	CD
work_ooc22yw4undevd5gkw5wapert4	30	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	30	3	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	30	4	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	30	5	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	30	6	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	30	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	30	8	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	30	9	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	30	10	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	30	11	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	30	12	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	30	13	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	30	14	desktop	desktop	NN
work_ooc22yw4undevd5gkw5wapert4	30	15	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	30	16	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	30	17	online	online	NN
work_ooc22yw4undevd5gkw5wapert4	30	18	.	.	.
work_ooc22yw4undevd5gkw5wapert4	31	1	For	for	IN
work_ooc22yw4undevd5gkw5wapert4	31	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	31	3	purposes	purpose	NNS
work_ooc22yw4undevd5gkw5wapert4	31	4	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	31	5	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	31	6	study	study	NN
work_ooc22yw4undevd5gkw5wapert4	31	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	31	8	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	31	9	used	use	VBD
work_ooc22yw4undevd5gkw5wapert4	31	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	31	11	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	31	12	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	31	13	because	because	IN
work_ooc22yw4undevd5gkw5wapert4	31	14	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	31	15	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	31	16	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	31	17	access	access	NN
work_ooc22yw4undevd5gkw5wapert4	31	18	point	point	NN
work_ooc22yw4undevd5gkw5wapert4	31	19	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	31	20	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	31	21	lowest	low	JJS
work_ooc22yw4undevd5gkw5wapert4	31	22	threshold	threshold	NN
work_ooc22yw4undevd5gkw5wapert4	31	23	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	31	24	no	no	DT
work_ooc22yw4undevd5gkw5wapert4	31	25	advanced	advanced	JJ
work_ooc22yw4undevd5gkw5wapert4	31	26	computing	computing	NN
work_ooc22yw4undevd5gkw5wapert4	31	27	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	31	28	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	31	29	needed	need	VBN
work_ooc22yw4undevd5gkw5wapert4	31	30	.	.	.
work_ooc22yw4undevd5gkw5wapert4	32	1	Therefore	therefore	RB
work_ooc22yw4undevd5gkw5wapert4	32	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	32	3	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	32	4	underlying	underlie	VBG
work_ooc22yw4undevd5gkw5wapert4	32	5	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	32	6	questions	question	NNS
work_ooc22yw4undevd5gkw5wapert4	32	7	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	32	8	:	:	:
work_ooc22yw4undevd5gkw5wapert4	32	9	How	how	WRB
work_ooc22yw4undevd5gkw5wapert4	32	10	useful	useful	JJ
work_ooc22yw4undevd5gkw5wapert4	32	11	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	32	12	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	32	13	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	32	14	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	32	15	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	32	16	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	32	17	regarding	regard	VBG
work_ooc22yw4undevd5gkw5wapert4	32	18	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	32	19	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	32	20	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	32	21	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	32	22	?	?	.
work_ooc22yw4undevd5gkw5wapert4	33	1	What	what	WDT
work_ooc22yw4undevd5gkw5wapert4	33	2	problems	problem	NNS
work_ooc22yw4undevd5gkw5wapert4	33	3	arise	arise	VBP
work_ooc22yw4undevd5gkw5wapert4	33	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	33	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	33	6	exploration	exploration	NN
work_ooc22yw4undevd5gkw5wapert4	33	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	33	8	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	33	9	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	33	10	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	33	11	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	33	12	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	33	13	?	?	.
work_ooc22yw4undevd5gkw5wapert4	34	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	34	2	article	article	NN
work_ooc22yw4undevd5gkw5wapert4	34	3	starts	start	VBZ
work_ooc22yw4undevd5gkw5wapert4	34	4	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	34	5	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	34	6	outline	outline	NN
work_ooc22yw4undevd5gkw5wapert4	34	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	34	8	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	34	9	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	34	10	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	34	11	current	current	JJ
work_ooc22yw4undevd5gkw5wapert4	34	12	non	non	JJ
work_ooc22yw4undevd5gkw5wapert4	34	13	-	-	JJ
work_ooc22yw4undevd5gkw5wapert4	34	14	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	34	15	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	34	16	geographic	geographic	JJ
work_ooc22yw4undevd5gkw5wapert4	34	17	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	34	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	34	19	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	34	20	gives	give	VBZ
work_ooc22yw4undevd5gkw5wapert4	34	21	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	34	22	short	short	JJ
work_ooc22yw4undevd5gkw5wapert4	34	23	overview	overview	NN
work_ooc22yw4undevd5gkw5wapert4	34	24	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	34	25	various	various	JJ
work_ooc22yw4undevd5gkw5wapert4	34	26	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	34	27	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	34	28	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	34	29	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	34	30	.	.	.
work_ooc22yw4undevd5gkw5wapert4	35	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	35	2	present	present	VBP
work_ooc22yw4undevd5gkw5wapert4	35	3	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	35	4	case	case	NN
work_ooc22yw4undevd5gkw5wapert4	35	5	study	study	NN
work_ooc22yw4undevd5gkw5wapert4	35	6	:	:	:
work_ooc22yw4undevd5gkw5wapert4	35	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	35	8	brief	brief	JJ
work_ooc22yw4undevd5gkw5wapert4	35	9	explorative	explorative	JJ
work_ooc22yw4undevd5gkw5wapert4	35	10	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	35	11	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	35	12	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	35	13	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	35	14	tagged	tag	VBD
work_ooc22yw4undevd5gkw5wapert4	35	15	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	35	16	’s	’s	POS
work_ooc22yw4undevd5gkw5wapert4	35	17	Ostend	ostend	JJ
work_ooc22yw4undevd5gkw5wapert4	35	18	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	35	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	35	20	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	35	21	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	35	22	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	35	23	trace	trace	VBP
work_ooc22yw4undevd5gkw5wapert4	35	24	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	35	25	interpret	interpret	VB
work_ooc22yw4undevd5gkw5wapert4	35	26	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	35	27	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	35	28	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	35	29	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	35	30	through	through	IN
work_ooc22yw4undevd5gkw5wapert4	35	31	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	35	32	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	35	33	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	35	34	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	35	35	.	.	.
work_ooc22yw4undevd5gkw5wapert4	36	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	36	2	paper	paper	NN
work_ooc22yw4undevd5gkw5wapert4	36	3	closes	close	VBZ
work_ooc22yw4undevd5gkw5wapert4	36	4	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	36	5	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	36	6	discussion	discussion	NN
work_ooc22yw4undevd5gkw5wapert4	36	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	36	8	whether	whether	IN
work_ooc22yw4undevd5gkw5wapert4	36	9	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	36	10	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	36	11	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	36	12	helpful	helpful	JJ
work_ooc22yw4undevd5gkw5wapert4	36	13	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	36	14	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	36	15	scientists	scientist	NNS
work_ooc22yw4undevd5gkw5wapert4	36	16	lacking	lack	VBG
work_ooc22yw4undevd5gkw5wapert4	36	17	programming	programming	NN
work_ooc22yw4undevd5gkw5wapert4	36	18	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	36	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	36	20	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	36	21	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	36	22	outlook	outlook	NN
work_ooc22yw4undevd5gkw5wapert4	36	23	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	36	24	how	how	WRB
work_ooc22yw4undevd5gkw5wapert4	36	25	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	36	26	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	36	27	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	36	28	successfully	successfully	RB
work_ooc22yw4undevd5gkw5wapert4	36	29	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	36	30	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	36	31	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	36	32	geographic	geographic	JJ
work_ooc22yw4undevd5gkw5wapert4	36	33	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	36	34	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	36	35	questions	question	NNS
work_ooc22yw4undevd5gkw5wapert4	36	36	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	36	37	spatialities	spatiality	NNS
work_ooc22yw4undevd5gkw5wapert4	36	38	.	.	.
work_ooc22yw4undevd5gkw5wapert4	37	1	2	2	CD
work_ooc22yw4undevd5gkw5wapert4	37	2	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	37	3	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	37	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	37	5	current	current	JJ
work_ooc22yw4undevd5gkw5wapert4	37	6	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	37	7	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	37	8	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	37	9	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	37	10	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	37	11	specialized	specialized	JJ
work_ooc22yw4undevd5gkw5wapert4	37	12	method	method	NN
work_ooc22yw4undevd5gkw5wapert4	37	13	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	37	14	identifying	identify	VBG
work_ooc22yw4undevd5gkw5wapert4	37	15	,	,	,
work_ooc22yw4undevd5gkw5wapert4	37	16	classifying	classify	VBG
work_ooc22yw4undevd5gkw5wapert4	37	17	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	37	18	measuring	measure	VBG
work_ooc22yw4undevd5gkw5wapert4	37	19	emotions	emotion	NNS
work_ooc22yw4undevd5gkw5wapert4	37	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	37	21	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	37	22	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	37	23	attitudes	attitude	NNS
work_ooc22yw4undevd5gkw5wapert4	37	24	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	37	25	textual	textual	JJ
work_ooc22yw4undevd5gkw5wapert4	37	26	form	form	NN
work_ooc22yw4undevd5gkw5wapert4	37	27	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	37	28	Thelwall	Thelwall	NNP
work_ooc22yw4undevd5gkw5wapert4	37	29	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	37	30	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	37	31	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	37	32	,	,	,
work_ooc22yw4undevd5gkw5wapert4	37	33	2011	2011	CD
work_ooc22yw4undevd5gkw5wapert4	37	34	;	;	:
work_ooc22yw4undevd5gkw5wapert4	37	35	Xia	Xia	NNP
work_ooc22yw4undevd5gkw5wapert4	37	36	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	37	37	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	37	38	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	37	39	,	,	,
work_ooc22yw4undevd5gkw5wapert4	37	40	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	37	41	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	37	42	.	.	.
work_ooc22yw4undevd5gkw5wapert4	38	1	It	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	38	2	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	38	3	originally	originally	RB
work_ooc22yw4undevd5gkw5wapert4	38	4	designed	design	VBN
work_ooc22yw4undevd5gkw5wapert4	38	5	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	38	6	automatically	automatically	RB
work_ooc22yw4undevd5gkw5wapert4	38	7	extract	extract	VB
work_ooc22yw4undevd5gkw5wapert4	38	8	customer	customer	NN
work_ooc22yw4undevd5gkw5wapert4	38	9	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	38	10	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	38	11	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	38	12	products	product	NNS
work_ooc22yw4undevd5gkw5wapert4	38	13	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	38	14	brands	brand	NNS
work_ooc22yw4undevd5gkw5wapert4	38	15	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	38	16	Thelwall	Thelwall	NNP
work_ooc22yw4undevd5gkw5wapert4	38	17	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	38	18	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	38	19	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	38	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	38	21	2011	2011	CD
work_ooc22yw4undevd5gkw5wapert4	38	22	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	38	23	.	.	.
work_ooc22yw4undevd5gkw5wapert4	39	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	39	2	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	39	3	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	39	4	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	39	5	performed	perform	VBN
work_ooc22yw4undevd5gkw5wapert4	39	6	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	39	7	computer	computer	NN
work_ooc22yw4undevd5gkw5wapert4	39	8	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	39	9	aided	aid	VBN
work_ooc22yw4undevd5gkw5wapert4	39	10	methods	method	NNS
work_ooc22yw4undevd5gkw5wapert4	39	11	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	39	12	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	39	13	lexicon	lexicon	NN
work_ooc22yw4undevd5gkw5wapert4	39	14	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	39	15	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	39	16	approaches	approach	NNS
work_ooc22yw4undevd5gkw5wapert4	39	17	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	39	18	supervised	supervise	VBD
work_ooc22yw4undevd5gkw5wapert4	39	19	machine	machine	NN
work_ooc22yw4undevd5gkw5wapert4	39	20	learning	learning	NN
work_ooc22yw4undevd5gkw5wapert4	39	21	,	,	,
work_ooc22yw4undevd5gkw5wapert4	39	22	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	39	23	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	39	24	combination	combination	NN
work_ooc22yw4undevd5gkw5wapert4	39	25	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	39	26	both	both	DT
work_ooc22yw4undevd5gkw5wapert4	39	27	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	39	28	Dhaoui	Dhaoui	NNP
work_ooc22yw4undevd5gkw5wapert4	39	29	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	39	30	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	39	31	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	39	32	,	,	,
work_ooc22yw4undevd5gkw5wapert4	39	33	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	39	34	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	39	35	.	.	.
work_ooc22yw4undevd5gkw5wapert4	40	1	Lexicon	Lexicon	NNP
work_ooc22yw4undevd5gkw5wapert4	40	2	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	40	3	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	40	4	approaches	approach	NNS
work_ooc22yw4undevd5gkw5wapert4	40	5	rely	rely	VBP
work_ooc22yw4undevd5gkw5wapert4	40	6	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	40	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	40	8	dictionary	dictionary	NN
work_ooc22yw4undevd5gkw5wapert4	40	9	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	40	10	opinion	opinion	NN
work_ooc22yw4undevd5gkw5wapert4	40	11	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	40	12	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	40	13	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	40	14	87	87	CD
work_ooc22yw4undevd5gkw5wapert4	40	15	words	word	NNS
work_ooc22yw4undevd5gkw5wapert4	40	16	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	40	17	classify	classify	VB
work_ooc22yw4undevd5gkw5wapert4	40	18	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	40	19	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	40	20	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	40	21	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	40	22	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	40	23	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	40	24	Dhaoui	Dhaoui	NNP
work_ooc22yw4undevd5gkw5wapert4	40	25	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	40	26	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	40	27	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	40	28	,	,	,
work_ooc22yw4undevd5gkw5wapert4	40	29	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	40	30	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	40	31	.	.	.
work_ooc22yw4undevd5gkw5wapert4	41	1	Machine	machine	NN
work_ooc22yw4undevd5gkw5wapert4	41	2	learning	learning	NN
work_ooc22yw4undevd5gkw5wapert4	41	3	approaches	approach	NNS
work_ooc22yw4undevd5gkw5wapert4	41	4	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	41	5	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	41	6	conducted	conduct	VBN
work_ooc22yw4undevd5gkw5wapert4	41	7	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	41	8	pre	pre	JJ
work_ooc22yw4undevd5gkw5wapert4	41	9	-	-	JJ
work_ooc22yw4undevd5gkw5wapert4	41	10	known	know	VBN
work_ooc22yw4undevd5gkw5wapert4	41	11	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	41	12	unknown	unknown	JJ
work_ooc22yw4undevd5gkw5wapert4	41	13	categories	category	NNS
work_ooc22yw4undevd5gkw5wapert4	41	14	via	via	IN
work_ooc22yw4undevd5gkw5wapert4	41	15	fully	fully	RB
work_ooc22yw4undevd5gkw5wapert4	41	16	automated	automate	VBN
work_ooc22yw4undevd5gkw5wapert4	41	17	clustering	clustering	NN
work_ooc22yw4undevd5gkw5wapert4	41	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	41	19	LDA	LDA	NNP
work_ooc22yw4undevd5gkw5wapert4	41	20	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	41	21	computer	computer	NN
work_ooc22yw4undevd5gkw5wapert4	41	22	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	41	23	assisted	assist	VBN
work_ooc22yw4undevd5gkw5wapert4	41	24	clustering	clustering	NN
work_ooc22yw4undevd5gkw5wapert4	41	25	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	41	26	Amplayo	Amplayo	NNP
work_ooc22yw4undevd5gkw5wapert4	41	27	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	41	28	Song	Song	NNP
work_ooc22yw4undevd5gkw5wapert4	41	29	,	,	,
work_ooc22yw4undevd5gkw5wapert4	41	30	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	41	31	;	;	:
work_ooc22yw4undevd5gkw5wapert4	41	32	Colace	Colace	NNP
work_ooc22yw4undevd5gkw5wapert4	41	33	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	41	34	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	41	35	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	41	36	,	,	,
work_ooc22yw4undevd5gkw5wapert4	41	37	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	41	38	;	;	:
work_ooc22yw4undevd5gkw5wapert4	41	39	Habernal	Habernal	NNP
work_ooc22yw4undevd5gkw5wapert4	41	40	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	41	41	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	41	42	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	41	43	,	,	,
work_ooc22yw4undevd5gkw5wapert4	41	44	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	41	45	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	41	46	.	.	.
work_ooc22yw4undevd5gkw5wapert4	42	1	With	with	IN
work_ooc22yw4undevd5gkw5wapert4	42	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	42	3	proliferation	proliferation	NN
work_ooc22yw4undevd5gkw5wapert4	42	4	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	42	5	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	42	6	networks	network	NNS
work_ooc22yw4undevd5gkw5wapert4	42	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	42	8	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	42	9	digitization	digitization	NN
work_ooc22yw4undevd5gkw5wapert4	42	10	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	42	11	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	42	12	methods	method	NNS
work_ooc22yw4undevd5gkw5wapert4	42	13	,	,	,
work_ooc22yw4undevd5gkw5wapert4	42	14	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	42	15	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	42	16	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	42	17	increasingly	increasingly	RB
work_ooc22yw4undevd5gkw5wapert4	42	18	applied	apply	VBN
work_ooc22yw4undevd5gkw5wapert4	42	19	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	42	20	content	content	NN
work_ooc22yw4undevd5gkw5wapert4	42	21	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	42	22	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	42	23	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	42	24	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	42	25	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	42	26	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	42	27	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	42	28	Facebook	Facebook	NNP
work_ooc22yw4undevd5gkw5wapert4	42	29	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	42	30	Amplayo	Amplayo	NNP
work_ooc22yw4undevd5gkw5wapert4	42	31	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	42	32	Song	Song	NNP
work_ooc22yw4undevd5gkw5wapert4	42	33	,	,	,
work_ooc22yw4undevd5gkw5wapert4	42	34	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	42	35	;	;	:
work_ooc22yw4undevd5gkw5wapert4	42	36	Habernal	Habernal	NNP
work_ooc22yw4undevd5gkw5wapert4	42	37	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	42	38	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	42	39	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	42	40	,	,	,
work_ooc22yw4undevd5gkw5wapert4	42	41	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	42	42	;	;	:
work_ooc22yw4undevd5gkw5wapert4	42	43	Xia	Xia	NNP
work_ooc22yw4undevd5gkw5wapert4	42	44	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	42	45	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	42	46	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	42	47	,	,	,
work_ooc22yw4undevd5gkw5wapert4	42	48	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	42	49	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	42	50	.	.	.
work_ooc22yw4undevd5gkw5wapert4	43	1	Habernal	Habernal	NNP
work_ooc22yw4undevd5gkw5wapert4	43	2	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	43	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	43	4	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	43	5	’s	’s	NNP
work_ooc22yw4undevd5gkw5wapert4	43	6	sentiment	sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	43	7	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	43	8	looked	look	VBD
work_ooc22yw4undevd5gkw5wapert4	43	9	at	at	IN
work_ooc22yw4undevd5gkw5wapert4	43	10	Facebook	Facebook	NNP
work_ooc22yw4undevd5gkw5wapert4	43	11	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	43	12	written	write	VBN
work_ooc22yw4undevd5gkw5wapert4	43	13	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	43	14	Czech	Czech	NNP
work_ooc22yw4undevd5gkw5wapert4	43	15	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	43	16	contained	contain	VBD
work_ooc22yw4undevd5gkw5wapert4	43	17	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	43	18	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	43	19	particular	particular	JJ
work_ooc22yw4undevd5gkw5wapert4	43	20	brands	brand	NNS
work_ooc22yw4undevd5gkw5wapert4	43	21	.	.	.
work_ooc22yw4undevd5gkw5wapert4	44	1	Lim	Lim	NNP
work_ooc22yw4undevd5gkw5wapert4	44	2	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	44	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	44	4	.	.	.
work_ooc22yw4undevd5gkw5wapert4	45	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	45	2	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	45	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	45	4	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	45	5	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	45	6	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	45	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	45	8	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	45	9	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	45	10	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	45	11	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	45	12	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	45	13	identify	identify	VB
work_ooc22yw4undevd5gkw5wapert4	45	14	latent	latent	JJ
work_ooc22yw4undevd5gkw5wapert4	45	15	infectious	infectious	JJ
work_ooc22yw4undevd5gkw5wapert4	45	16	diseases	disease	NNS
work_ooc22yw4undevd5gkw5wapert4	45	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	46	1	They	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	46	2	assumed	assume	VBD
work_ooc22yw4undevd5gkw5wapert4	46	3	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	46	4	outbreaks	outbreak	NNS
work_ooc22yw4undevd5gkw5wapert4	46	5	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	46	6	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	46	7	traced	trace	VBN
work_ooc22yw4undevd5gkw5wapert4	46	8	through	through	IN
work_ooc22yw4undevd5gkw5wapert4	46	9	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	46	10	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	46	11	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	46	12	suggest	suggest	VBP
work_ooc22yw4undevd5gkw5wapert4	46	13	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	46	14	clustering	cluster	VBG
work_ooc22yw4undevd5gkw5wapert4	46	15	method	method	NN
work_ooc22yw4undevd5gkw5wapert4	46	16	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	46	17	capture	capture	VB
work_ooc22yw4undevd5gkw5wapert4	46	18	unknown	unknown	JJ
work_ooc22yw4undevd5gkw5wapert4	46	19	categories	category	NNS
work_ooc22yw4undevd5gkw5wapert4	46	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	47	1	Öztürk	Öztürk	NNP
work_ooc22yw4undevd5gkw5wapert4	47	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	47	3	Ayvaz	Ayvaz	NNP
work_ooc22yw4undevd5gkw5wapert4	47	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	47	5	2018	2018	CD
work_ooc22yw4undevd5gkw5wapert4	47	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	47	7	used	use	VBD
work_ooc22yw4undevd5gkw5wapert4	47	8	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	47	9	lexicon	lexicon	NN
work_ooc22yw4undevd5gkw5wapert4	47	10	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	47	11	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	47	12	approach	approach	NN
work_ooc22yw4undevd5gkw5wapert4	47	13	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	47	14	investigating	investigate	VBG
work_ooc22yw4undevd5gkw5wapert4	47	15	public	public	JJ
work_ooc22yw4undevd5gkw5wapert4	47	16	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	47	17	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	47	18	sentiments	sentiment	NNS
work_ooc22yw4undevd5gkw5wapert4	47	19	towards	towards	IN
work_ooc22yw4undevd5gkw5wapert4	47	20	Syrian	syrian	JJ
work_ooc22yw4undevd5gkw5wapert4	47	21	refugees	refugee	NNS
work_ooc22yw4undevd5gkw5wapert4	47	22	expressed	express	VBD
work_ooc22yw4undevd5gkw5wapert4	47	23	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	47	24	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	47	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	48	1	They	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	48	2	analysed	analyse	VBD
work_ooc22yw4undevd5gkw5wapert4	48	3	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	48	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	48	5	Turkish	turkish	JJ
work_ooc22yw4undevd5gkw5wapert4	48	6	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	48	7	English	English	NNP
work_ooc22yw4undevd5gkw5wapert4	48	8	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	48	9	discovered	discover	VBD
work_ooc22yw4undevd5gkw5wapert4	48	10	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	48	11	Turkish	turkish	JJ
work_ooc22yw4undevd5gkw5wapert4	48	12	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	48	13	language	language	NN
work_ooc22yw4undevd5gkw5wapert4	48	14	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	48	15	carried	carry	VBD
work_ooc22yw4undevd5gkw5wapert4	48	16	more	more	RBR
work_ooc22yw4undevd5gkw5wapert4	48	17	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	48	18	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	48	19	towards	towards	IN
work_ooc22yw4undevd5gkw5wapert4	48	20	Syrian	syrian	JJ
work_ooc22yw4undevd5gkw5wapert4	48	21	refugees	refugee	NNS
work_ooc22yw4undevd5gkw5wapert4	48	22	than	than	IN
work_ooc22yw4undevd5gkw5wapert4	48	23	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	48	24	English	english	JJ
work_ooc22yw4undevd5gkw5wapert4	48	25	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	48	26	language	language	NN
work_ooc22yw4undevd5gkw5wapert4	48	27	ones	one	NNS
work_ooc22yw4undevd5gkw5wapert4	48	28	.	.	.
work_ooc22yw4undevd5gkw5wapert4	49	1	At	at	IN
work_ooc22yw4undevd5gkw5wapert4	49	2	present	present	NN
work_ooc22yw4undevd5gkw5wapert4	49	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	49	4	there	there	EX
work_ooc22yw4undevd5gkw5wapert4	49	5	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	49	6	little	little	JJ
work_ooc22yw4undevd5gkw5wapert4	49	7	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	49	8	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	49	9	combines	combine	VBZ
work_ooc22yw4undevd5gkw5wapert4	49	10	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	49	11	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	49	12	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	49	13	geospatial	geospatial	JJ
work_ooc22yw4undevd5gkw5wapert4	49	14	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	49	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	50	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	50	2	majority	majority	NN
work_ooc22yw4undevd5gkw5wapert4	50	3	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	50	4	studies	study	NNS
work_ooc22yw4undevd5gkw5wapert4	50	5	deal	deal	VBP
work_ooc22yw4undevd5gkw5wapert4	50	6	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	50	7	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	50	8	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	50	9	distribution	distribution	NN
work_ooc22yw4undevd5gkw5wapert4	50	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	50	11	location	location	NN
work_ooc22yw4undevd5gkw5wapert4	50	12	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	50	13	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	50	14	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	50	15	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	50	16	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	50	17	sentiments	sentiment	NNS
work_ooc22yw4undevd5gkw5wapert4	50	18	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	50	19	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	50	20	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	50	21	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	50	22	Coletto	Coletto	NNP
work_ooc22yw4undevd5gkw5wapert4	50	23	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	50	24	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	50	25	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	50	26	,	,	,
work_ooc22yw4undevd5gkw5wapert4	50	27	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	50	28	;	;	:
work_ooc22yw4undevd5gkw5wapert4	50	29	Cooper	Cooper	NNP
work_ooc22yw4undevd5gkw5wapert4	50	30	,	,	,
work_ooc22yw4undevd5gkw5wapert4	50	31	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	50	32	;	;	:
work_ooc22yw4undevd5gkw5wapert4	50	33	Daniulaityte	Daniulaityte	NNP
work_ooc22yw4undevd5gkw5wapert4	50	34	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	50	35	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	50	36	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	50	37	,	,	,
work_ooc22yw4undevd5gkw5wapert4	50	38	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	50	39	;	;	:
work_ooc22yw4undevd5gkw5wapert4	50	40	Lu	Lu	NNP
work_ooc22yw4undevd5gkw5wapert4	50	41	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	50	42	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	50	43	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	50	44	,	,	,
work_ooc22yw4undevd5gkw5wapert4	50	45	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	50	46	;	;	:
work_ooc22yw4undevd5gkw5wapert4	50	47	Mirani	Mirani	NNP
work_ooc22yw4undevd5gkw5wapert4	50	48	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	50	49	Sasi	Sasi	NNP
work_ooc22yw4undevd5gkw5wapert4	50	50	,	,	,
work_ooc22yw4undevd5gkw5wapert4	50	51	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	50	52	;	;	:
work_ooc22yw4undevd5gkw5wapert4	50	53	Zhu	Zhu	NNP
work_ooc22yw4undevd5gkw5wapert4	50	54	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	50	55	Newsam	Newsam	NNP
work_ooc22yw4undevd5gkw5wapert4	50	56	,	,	,
work_ooc22yw4undevd5gkw5wapert4	50	57	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	50	58	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	50	59	.	.	.
work_ooc22yw4undevd5gkw5wapert4	51	1	For	for	IN
work_ooc22yw4undevd5gkw5wapert4	51	2	example	example	NN
work_ooc22yw4undevd5gkw5wapert4	51	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	51	4	Zhu	Zhu	NNP
work_ooc22yw4undevd5gkw5wapert4	51	5	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	51	6	Newsam	Newsam	NNP
work_ooc22yw4undevd5gkw5wapert4	51	7	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	51	8	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	51	9	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	51	10	analysed	analyse	VBD
work_ooc22yw4undevd5gkw5wapert4	51	11	geotagged	geotagged	JJ
work_ooc22yw4undevd5gkw5wapert4	51	12	photos	photo	NNS
work_ooc22yw4undevd5gkw5wapert4	51	13	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	51	14	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	51	15	deep	deep	JJ
work_ooc22yw4undevd5gkw5wapert4	51	16	learning	learning	NN
work_ooc22yw4undevd5gkw5wapert4	51	17	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	51	18	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	51	19	classifier	classifier	NN
work_ooc22yw4undevd5gkw5wapert4	51	20	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	51	21	predicts	predict	VBZ
work_ooc22yw4undevd5gkw5wapert4	51	22	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	51	23	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	51	24	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	51	25	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	51	26	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	51	27	image	image	NN
work_ooc22yw4undevd5gkw5wapert4	51	28	.	.	.
work_ooc22yw4undevd5gkw5wapert4	52	1	They	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	52	2	concluded	conclude	VBD
work_ooc22yw4undevd5gkw5wapert4	52	3	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	52	4	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	52	5	emotions	emotion	NNS
work_ooc22yw4undevd5gkw5wapert4	52	6	showed	show	VBD
work_ooc22yw4undevd5gkw5wapert4	52	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	52	8	variety	variety	NN
work_ooc22yw4undevd5gkw5wapert4	52	9	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	52	10	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	52	11	distributions	distribution	NNS
work_ooc22yw4undevd5gkw5wapert4	52	12	.	.	.
work_ooc22yw4undevd5gkw5wapert4	53	1	Lu	Lu	NNP
work_ooc22yw4undevd5gkw5wapert4	53	2	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	53	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	53	4	.	.	.
work_ooc22yw4undevd5gkw5wapert4	54	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	54	2	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	54	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	54	4	analysed	analyse	VBD
work_ooc22yw4undevd5gkw5wapert4	54	5	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	54	6	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	54	7	explore	explore	VB
work_ooc22yw4undevd5gkw5wapert4	54	8	underlying	underlying	JJ
work_ooc22yw4undevd5gkw5wapert4	54	9	trends	trend	NNS
work_ooc22yw4undevd5gkw5wapert4	54	10	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	54	11	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	54	12	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	54	13	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	54	14	geographically	geographically	RB
work_ooc22yw4undevd5gkw5wapert4	54	15	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	54	16	related	relate	VBN
work_ooc22yw4undevd5gkw5wapert4	54	17	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	54	18	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	54	19	respect	respect	NN
work_ooc22yw4undevd5gkw5wapert4	54	20	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	54	21	disasters	disaster	NNS
work_ooc22yw4undevd5gkw5wapert4	54	22	,	,	,
work_ooc22yw4undevd5gkw5wapert4	54	23	aiming	aim	VBG
work_ooc22yw4undevd5gkw5wapert4	54	24	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	54	25	reveal	reveal	VB
work_ooc22yw4undevd5gkw5wapert4	54	26	interesting	interesting	JJ
work_ooc22yw4undevd5gkw5wapert4	54	27	patterns	pattern	NNS
work_ooc22yw4undevd5gkw5wapert4	54	28	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	54	29	disaster	disaster	NN
work_ooc22yw4undevd5gkw5wapert4	54	30	scenarios	scenario	NNS
work_ooc22yw4undevd5gkw5wapert4	54	31	.	.	.
work_ooc22yw4undevd5gkw5wapert4	55	1	They	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	55	2	propose	propose	VBP
work_ooc22yw4undevd5gkw5wapert4	55	3	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	55	4	visual	visual	JJ
work_ooc22yw4undevd5gkw5wapert4	55	5	analytics	analytic	NNS
work_ooc22yw4undevd5gkw5wapert4	55	6	framework	framework	NN
work_ooc22yw4undevd5gkw5wapert4	55	7	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	55	8	order	order	NN
work_ooc22yw4undevd5gkw5wapert4	55	9	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	55	10	observe	observe	VB
work_ooc22yw4undevd5gkw5wapert4	55	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	55	12	distribution	distribution	NN
work_ooc22yw4undevd5gkw5wapert4	55	13	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	55	14	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	55	15	,	,	,
work_ooc22yw4undevd5gkw5wapert4	55	16	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	55	17	study	study	VB
work_ooc22yw4undevd5gkw5wapert4	55	18	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	55	19	predictions	prediction	NNS
work_ooc22yw4undevd5gkw5wapert4	55	20	generated	generate	VBN
work_ooc22yw4undevd5gkw5wapert4	55	21	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	55	22	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	55	23	models	model	NNS
work_ooc22yw4undevd5gkw5wapert4	55	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	56	1	However	however	RB
work_ooc22yw4undevd5gkw5wapert4	56	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	56	3	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	56	4	studies	study	NNS
work_ooc22yw4undevd5gkw5wapert4	56	5	rely	rely	VBP
work_ooc22yw4undevd5gkw5wapert4	56	6	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	56	7	georeferenced	georeference	VBN
work_ooc22yw4undevd5gkw5wapert4	56	8	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	56	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	56	10	do	do	VBP
work_ooc22yw4undevd5gkw5wapert4	56	11	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	56	12	go	go	VB
work_ooc22yw4undevd5gkw5wapert4	56	13	beyond	beyond	IN
work_ooc22yw4undevd5gkw5wapert4	56	14	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	56	15	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	56	16	location	location	NN
work_ooc22yw4undevd5gkw5wapert4	56	17	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	56	18	distribution	distribution	NN
work_ooc22yw4undevd5gkw5wapert4	56	19	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	56	20	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	56	21	.	.	.
work_ooc22yw4undevd5gkw5wapert4	57	1	Therefore	therefore	RB
work_ooc22yw4undevd5gkw5wapert4	57	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	57	3	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	57	4	kind	kind	NN
work_ooc22yw4undevd5gkw5wapert4	57	5	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	57	6	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	57	7	does	do	VBZ
work_ooc22yw4undevd5gkw5wapert4	57	8	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	57	9	address	address	VB
work_ooc22yw4undevd5gkw5wapert4	57	10	possible	possible	JJ
work_ooc22yw4undevd5gkw5wapert4	57	11	implications	implication	NNS
work_ooc22yw4undevd5gkw5wapert4	57	12	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	57	13	space	space	NN
work_ooc22yw4undevd5gkw5wapert4	57	14	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	57	15	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	57	16	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	57	17	processes	process	NNS
work_ooc22yw4undevd5gkw5wapert4	57	18	behind	behind	IN
work_ooc22yw4undevd5gkw5wapert4	57	19	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	57	20	geotags	geotag	NNS
work_ooc22yw4undevd5gkw5wapert4	57	21	.	.	.
work_ooc22yw4undevd5gkw5wapert4	58	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	58	2	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	58	3	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	58	4	often	often	RB
work_ooc22yw4undevd5gkw5wapert4	58	5	conducted	conduct	VBN
work_ooc22yw4undevd5gkw5wapert4	58	6	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	58	7	computer	computer	NN
work_ooc22yw4undevd5gkw5wapert4	58	8	scientists	scientist	NNS
work_ooc22yw4undevd5gkw5wapert4	58	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	58	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	58	11	little	little	JJ
work_ooc22yw4undevd5gkw5wapert4	58	12	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	58	13	has	have	VBZ
work_ooc22yw4undevd5gkw5wapert4	58	14	been	be	VBN
work_ooc22yw4undevd5gkw5wapert4	58	15	done	do	VBN
work_ooc22yw4undevd5gkw5wapert4	58	16	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	58	17	focuses	focus	VBZ
work_ooc22yw4undevd5gkw5wapert4	58	18	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	58	19	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	58	20	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	58	21	geographic	geographic	JJ
work_ooc22yw4undevd5gkw5wapert4	58	22	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	58	23	questions	question	NNS
work_ooc22yw4undevd5gkw5wapert4	58	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	59	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	59	2	found	find	VBD
work_ooc22yw4undevd5gkw5wapert4	59	3	only	only	RB
work_ooc22yw4undevd5gkw5wapert4	59	4	two	two	CD
work_ooc22yw4undevd5gkw5wapert4	59	5	studies	study	NNS
work_ooc22yw4undevd5gkw5wapert4	59	6	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	59	7	deal	deal	VBP
work_ooc22yw4undevd5gkw5wapert4	59	8	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	59	9	possible	possible	JJ
work_ooc22yw4undevd5gkw5wapert4	59	10	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	59	11	ramifications	ramification	NNS
work_ooc22yw4undevd5gkw5wapert4	59	12	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	59	13	applications	application	NNS
work_ooc22yw4undevd5gkw5wapert4	59	14	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	59	15	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	59	16	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	59	17	other	other	JJ
work_ooc22yw4undevd5gkw5wapert4	59	18	postings	posting	NNS
work_ooc22yw4undevd5gkw5wapert4	59	19	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	59	20	contain	contain	VBP
work_ooc22yw4undevd5gkw5wapert4	59	21	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	59	22	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	59	23	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	59	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	60	1	You	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	60	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	60	3	Tuncer	Tuncer	NNP
work_ooc22yw4undevd5gkw5wapert4	60	4	’s	’s	,
work_ooc22yw4undevd5gkw5wapert4	60	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	60	6	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	60	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	60	8	study	study	NN
work_ooc22yw4undevd5gkw5wapert4	60	9	aimed	aim	VBN
work_ooc22yw4undevd5gkw5wapert4	60	10	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	60	11	develop	develop	VB
work_ooc22yw4undevd5gkw5wapert4	60	12	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	60	13	crowd	crowd	NN
work_ooc22yw4undevd5gkw5wapert4	60	14	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	60	15	calibrated	calibrate	VBN
work_ooc22yw4undevd5gkw5wapert4	60	16	geo-	geo-	NN
work_ooc22yw4undevd5gkw5wapert4	60	17	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	60	18	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	60	19	mechanism	mechanism	NN
work_ooc22yw4undevd5gkw5wapert4	60	20	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	60	21	would	would	MD
work_ooc22yw4undevd5gkw5wapert4	60	22	study	study	VB
work_ooc22yw4undevd5gkw5wapert4	60	23	public	public	JJ
work_ooc22yw4undevd5gkw5wapert4	60	24	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	60	25	expressed	express	VBN
work_ooc22yw4undevd5gkw5wapert4	60	26	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	60	27	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	60	28	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	60	29	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	60	30	regard	regard	NN
work_ooc22yw4undevd5gkw5wapert4	60	31	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	60	32	place	place	NN
work_ooc22yw4undevd5gkw5wapert4	60	33	design	design	NN
work_ooc22yw4undevd5gkw5wapert4	60	34	,	,	,
work_ooc22yw4undevd5gkw5wapert4	60	35	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	60	36	outcome	outcome	NN
work_ooc22yw4undevd5gkw5wapert4	60	37	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	60	38	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	60	39	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	60	40	aid	aid	VB
work_ooc22yw4undevd5gkw5wapert4	60	41	local	local	JJ
work_ooc22yw4undevd5gkw5wapert4	60	42	authorities	authority	NNS
work_ooc22yw4undevd5gkw5wapert4	60	43	,	,	,
work_ooc22yw4undevd5gkw5wapert4	60	44	urban	urban	JJ
work_ooc22yw4undevd5gkw5wapert4	60	45	designers	designer	NNS
work_ooc22yw4undevd5gkw5wapert4	60	46	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	60	47	city	city	NN
work_ooc22yw4undevd5gkw5wapert4	60	48	planners	planner	NNS
work_ooc22yw4undevd5gkw5wapert4	60	49	.	.	.
work_ooc22yw4undevd5gkw5wapert4	61	1	Zhang	Zhang	NNP
work_ooc22yw4undevd5gkw5wapert4	61	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	61	3	Feick	Feick	NNP
work_ooc22yw4undevd5gkw5wapert4	61	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	61	5	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	61	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	61	7	demonstrate	demonstrate	VBP
work_ooc22yw4undevd5gkw5wapert4	61	8	how	how	WRB
work_ooc22yw4undevd5gkw5wapert4	61	9	spatially	spatially	RB
work_ooc22yw4undevd5gkw5wapert4	61	10	referenced	referenced	JJ
work_ooc22yw4undevd5gkw5wapert4	61	11	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	61	12	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	61	13	shed	shed	VB
work_ooc22yw4undevd5gkw5wapert4	61	14	light	light	NN
work_ooc22yw4undevd5gkw5wapert4	61	15	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	61	16	citizens	citizen	NNS
work_ooc22yw4undevd5gkw5wapert4	61	17	’	’	POS
work_ooc22yw4undevd5gkw5wapert4	61	18	transportation	transportation	NN
work_ooc22yw4undevd5gkw5wapert4	61	19	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	61	20	planning	planning	NN
work_ooc22yw4undevd5gkw5wapert4	61	21	concerns	concern	NNS
work_ooc22yw4undevd5gkw5wapert4	61	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	62	1	They	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	62	2	suggest	suggest	VBP
work_ooc22yw4undevd5gkw5wapert4	62	3	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	62	4	researchers	researcher	NNS
work_ooc22yw4undevd5gkw5wapert4	62	5	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	62	6	use	use	VB
work_ooc22yw4undevd5gkw5wapert4	62	7	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	62	8	expressed	express	VBN
work_ooc22yw4undevd5gkw5wapert4	62	9	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	62	10	geosocial	geosocial	JJ
work_ooc22yw4undevd5gkw5wapert4	62	11	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	62	12	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	62	13	identify	identify	VB
work_ooc22yw4undevd5gkw5wapert4	62	14	geographies	geography	NNS
work_ooc22yw4undevd5gkw5wapert4	62	15	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	62	16	public	public	JJ
work_ooc22yw4undevd5gkw5wapert4	62	17	perceptions	perception	NNS
work_ooc22yw4undevd5gkw5wapert4	62	18	concerning	concern	VBG
work_ooc22yw4undevd5gkw5wapert4	62	19	public	public	JJ
work_ooc22yw4undevd5gkw5wapert4	62	20	facilities	facility	NNS
work_ooc22yw4undevd5gkw5wapert4	62	21	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	62	22	services	service	NNS
work_ooc22yw4undevd5gkw5wapert4	62	23	.	.	.
work_ooc22yw4undevd5gkw5wapert4	63	1	Tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	63	2	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	63	3	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	63	4	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	63	5	There	there	EX
work_ooc22yw4undevd5gkw5wapert4	63	6	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	63	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	63	8	variety	variety	NN
work_ooc22yw4undevd5gkw5wapert4	63	9	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	63	10	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	63	11	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	63	12	performing	perform	VBG
work_ooc22yw4undevd5gkw5wapert4	63	13	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	63	14	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	63	15	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	63	16	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	63	17	scientific	scientific	JJ
work_ooc22yw4undevd5gkw5wapert4	63	18	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	63	19	.	.	.
work_ooc22yw4undevd5gkw5wapert4	64	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	64	2	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	64	3	range	range	VBP
work_ooc22yw4undevd5gkw5wapert4	64	4	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	64	5	commercial	commercial	JJ
work_ooc22yw4undevd5gkw5wapert4	64	6	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	64	7	monitoring	monitoring	NN
work_ooc22yw4undevd5gkw5wapert4	64	8	programs	program	NNS
work_ooc22yw4undevd5gkw5wapert4	64	9	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	64	10	free	free	VB
work_ooc22yw4undevd5gkw5wapert4	64	11	open	open	JJ
work_ooc22yw4undevd5gkw5wapert4	64	12	source	source	NN
work_ooc22yw4undevd5gkw5wapert4	64	13	applications	application	NNS
work_ooc22yw4undevd5gkw5wapert4	64	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	65	1	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	65	2	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	65	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	65	4	88	88	CD
work_ooc22yw4undevd5gkw5wapert4	65	5	Commercial	Commercial	NNP
work_ooc22yw4undevd5gkw5wapert4	65	6	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	65	7	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	65	8	expensive	expensive	JJ
work_ooc22yw4undevd5gkw5wapert4	65	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	65	10	often	often	RB
work_ooc22yw4undevd5gkw5wapert4	65	11	do	do	VBP
work_ooc22yw4undevd5gkw5wapert4	65	12	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	65	13	meet	meet	VB
work_ooc22yw4undevd5gkw5wapert4	65	14	researchers	researcher	NNS
work_ooc22yw4undevd5gkw5wapert4	65	15	’	’	POS
work_ooc22yw4undevd5gkw5wapert4	65	16	requirements	requirement	NNS
work_ooc22yw4undevd5gkw5wapert4	65	17	,	,	,
work_ooc22yw4undevd5gkw5wapert4	65	18	leaving	leave	VBG
work_ooc22yw4undevd5gkw5wapert4	65	19	open	open	JJ
work_ooc22yw4undevd5gkw5wapert4	65	20	source	source	NN
work_ooc22yw4undevd5gkw5wapert4	65	21	applications	application	NNS
work_ooc22yw4undevd5gkw5wapert4	65	22	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	65	23	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	65	24	good	good	JJ
work_ooc22yw4undevd5gkw5wapert4	65	25	alternative	alternative	NN
work_ooc22yw4undevd5gkw5wapert4	65	26	.	.	.
work_ooc22yw4undevd5gkw5wapert4	66	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	66	2	Java	Java	NNP
work_ooc22yw4undevd5gkw5wapert4	66	3	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	66	4	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	66	5	Stanford	Stanford	NNP
work_ooc22yw4undevd5gkw5wapert4	66	6	Core	Core	NNP
work_ooc22yw4undevd5gkw5wapert4	66	7	Natural	Natural	NNP
work_ooc22yw4undevd5gkw5wapert4	66	8	Language	Language	NNP
work_ooc22yw4undevd5gkw5wapert4	66	9	Processing	Processing	NNP
work_ooc22yw4undevd5gkw5wapert4	66	10	Toolkit	Toolkit	NNP
work_ooc22yw4undevd5gkw5wapert4	66	11	provides	provide	VBZ
work_ooc22yw4undevd5gkw5wapert4	66	12	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	66	13	set	set	NN
work_ooc22yw4undevd5gkw5wapert4	66	14	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	66	15	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	66	16	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	66	17	analysing	analyse	VBG
work_ooc22yw4undevd5gkw5wapert4	66	18	human	human	JJ
work_ooc22yw4undevd5gkw5wapert4	66	19	language	language	NN
work_ooc22yw4undevd5gkw5wapert4	66	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	67	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	67	2	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	67	3	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	67	4	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	67	5	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	67	6	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	67	7	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	67	8	deep	deep	JJ
work_ooc22yw4undevd5gkw5wapert4	67	9	learning	learning	NN
work_ooc22yw4undevd5gkw5wapert4	67	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	67	11	uses	use	VBZ
work_ooc22yw4undevd5gkw5wapert4	67	12	decision	decision	NN
work_ooc22yw4undevd5gkw5wapert4	67	13	trees	tree	NNS
work_ooc22yw4undevd5gkw5wapert4	67	14	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	67	15	Manning	Manning	NNP
work_ooc22yw4undevd5gkw5wapert4	67	16	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	67	17	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	67	18	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	67	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	67	20	2014	2014	CD
work_ooc22yw4undevd5gkw5wapert4	67	21	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	67	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	68	1	Another	another	DT
work_ooc22yw4undevd5gkw5wapert4	68	2	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	68	3	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	68	4	SentiWordNet	sentiwordnet	NN
work_ooc22yw4undevd5gkw5wapert4	68	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	68	6	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	68	7	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	68	8	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	68	9	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	68	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	68	11	lexical	lexical	JJ
work_ooc22yw4undevd5gkw5wapert4	68	12	dataset	dataset	NN
work_ooc22yw4undevd5gkw5wapert4	68	13	WordNet	WordNet	NNP
work_ooc22yw4undevd5gkw5wapert4	68	14	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	68	15	Baccianella	Baccianella	NNP
work_ooc22yw4undevd5gkw5wapert4	68	16	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	68	17	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	68	18	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	68	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	68	20	2010	2010	CD
work_ooc22yw4undevd5gkw5wapert4	68	21	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	68	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	69	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	69	2	Weka	Weka	NNP
work_ooc22yw4undevd5gkw5wapert4	69	3	3	3	CD
work_ooc22yw4undevd5gkw5wapert4	69	4	software	software	NN
work_ooc22yw4undevd5gkw5wapert4	69	5	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	69	6	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	69	7	Java	Java	NNP
work_ooc22yw4undevd5gkw5wapert4	69	8	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	69	9	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	69	10	collection	collection	NN
work_ooc22yw4undevd5gkw5wapert4	69	11	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	69	12	machine	machine	NN
work_ooc22yw4undevd5gkw5wapert4	69	13	learning	learn	VBG
work_ooc22yw4undevd5gkw5wapert4	69	14	algorithms	algorithm	NNS
work_ooc22yw4undevd5gkw5wapert4	69	15	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	69	16	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	69	17	mining	mining	NN
work_ooc22yw4undevd5gkw5wapert4	69	18	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	69	19	includes	include	VBZ
work_ooc22yw4undevd5gkw5wapert4	69	20	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	69	21	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	69	22	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	69	23	preprocessing	preprocessing	NN
work_ooc22yw4undevd5gkw5wapert4	69	24	,	,	,
work_ooc22yw4undevd5gkw5wapert4	69	25	classification	classification	NN
work_ooc22yw4undevd5gkw5wapert4	69	26	,	,	,
work_ooc22yw4undevd5gkw5wapert4	69	27	regression	regression	NN
work_ooc22yw4undevd5gkw5wapert4	69	28	,	,	,
work_ooc22yw4undevd5gkw5wapert4	69	29	clustering	clustering	NN
work_ooc22yw4undevd5gkw5wapert4	69	30	,	,	,
work_ooc22yw4undevd5gkw5wapert4	69	31	association	association	NN
work_ooc22yw4undevd5gkw5wapert4	69	32	rules	rule	NNS
work_ooc22yw4undevd5gkw5wapert4	69	33	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	69	34	visualization	visualization	NN
work_ooc22yw4undevd5gkw5wapert4	69	35	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	69	36	University	University	NNP
work_ooc22yw4undevd5gkw5wapert4	69	37	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	69	38	Waikato	Waikato	NNP
work_ooc22yw4undevd5gkw5wapert4	69	39	,	,	,
work_ooc22yw4undevd5gkw5wapert4	69	40	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	69	41	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	69	42	.	.	.
work_ooc22yw4undevd5gkw5wapert4	70	1	Another	another	DT
work_ooc22yw4undevd5gkw5wapert4	70	2	option	option	NN
work_ooc22yw4undevd5gkw5wapert4	70	3	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	70	4	GATE	GATE	NNP
work_ooc22yw4undevd5gkw5wapert4	70	5	.	.	.
work_ooc22yw4undevd5gkw5wapert4	71	1	Its	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	71	2	software	software	NN
work_ooc22yw4undevd5gkw5wapert4	71	3	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	71	4	designed	design	VBN
work_ooc22yw4undevd5gkw5wapert4	71	5	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	71	6	solving	solve	VBG
work_ooc22yw4undevd5gkw5wapert4	71	7	text	text	NN
work_ooc22yw4undevd5gkw5wapert4	71	8	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	71	9	processing	process	VBG
work_ooc22yw4undevd5gkw5wapert4	71	10	problems	problem	NNS
work_ooc22yw4undevd5gkw5wapert4	71	11	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	71	12	offers	offer	VBZ
work_ooc22yw4undevd5gkw5wapert4	71	13	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	71	14	variety	variety	NN
work_ooc22yw4undevd5gkw5wapert4	71	15	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	71	16	plugins	plugin	NNS
work_ooc22yw4undevd5gkw5wapert4	71	17	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	71	18	University	University	NNP
work_ooc22yw4undevd5gkw5wapert4	71	19	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	71	20	Sheffield	Sheffield	NNP
work_ooc22yw4undevd5gkw5wapert4	71	21	,	,	,
work_ooc22yw4undevd5gkw5wapert4	71	22	2018	2018	CD
work_ooc22yw4undevd5gkw5wapert4	71	23	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	71	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	72	1	All	all	DT
work_ooc22yw4undevd5gkw5wapert4	72	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	72	3	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	72	4	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	72	5	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	72	6	applications	application	NNS
work_ooc22yw4undevd5gkw5wapert4	72	7	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	72	8	open	open	JJ
work_ooc22yw4undevd5gkw5wapert4	72	9	source	source	NN
work_ooc22yw4undevd5gkw5wapert4	72	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	72	11	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	72	12	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	72	13	downloaded	download	VBN
work_ooc22yw4undevd5gkw5wapert4	72	14	;	;	:
work_ooc22yw4undevd5gkw5wapert4	72	15	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	72	16	them	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	72	17	requires	require	VBZ
work_ooc22yw4undevd5gkw5wapert4	72	18	basic	basic	JJ
work_ooc22yw4undevd5gkw5wapert4	72	19	computing	computing	NN
work_ooc22yw4undevd5gkw5wapert4	72	20	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	72	21	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	72	22	knowledge	knowledge	NN
work_ooc22yw4undevd5gkw5wapert4	72	23	.	.	.
work_ooc22yw4undevd5gkw5wapert4	73	1	They	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	73	2	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	73	3	include	include	VBP
work_ooc22yw4undevd5gkw5wapert4	73	4	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	73	5	variety	variety	NN
work_ooc22yw4undevd5gkw5wapert4	73	6	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	73	7	languages	language	NNS
work_ooc22yw4undevd5gkw5wapert4	73	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	74	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	74	2	contrast	contrast	NN
work_ooc22yw4undevd5gkw5wapert4	74	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	74	4	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	74	5	viz	viz	NN
work_ooc22yw4undevd5gkw5wapert4	74	6	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	74	7	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	74	8	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	74	9	application	application	NN
work_ooc22yw4undevd5gkw5wapert4	74	10	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	74	11	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	74	12	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	74	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	75	1	It	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	75	2	offers	offer	VBZ
work_ooc22yw4undevd5gkw5wapert4	75	3	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	75	4	variety	variety	NN
work_ooc22yw4undevd5gkw5wapert4	75	5	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	75	6	features	feature	NNS
work_ooc22yw4undevd5gkw5wapert4	75	7	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	75	8	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	75	9	topic	topic	NN
work_ooc22yw4undevd5gkw5wapert4	75	10	clustering	clustering	NN
work_ooc22yw4undevd5gkw5wapert4	75	11	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	75	12	tag	tag	NN
work_ooc22yw4undevd5gkw5wapert4	75	13	clouds	cloud	NNS
work_ooc22yw4undevd5gkw5wapert4	75	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	76	1	However	however	RB
work_ooc22yw4undevd5gkw5wapert4	76	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	76	3	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	76	4	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	76	5	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	76	6	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	76	7	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	76	8	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	76	9	API	API	NNP
work_ooc22yw4undevd5gkw5wapert4	76	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	76	11	therefore	therefore	RB
work_ooc22yw4undevd5gkw5wapert4	76	12	only	only	RB
work_ooc22yw4undevd5gkw5wapert4	76	13	displays	display	NNS
work_ooc22yw4undevd5gkw5wapert4	76	14	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	76	15	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	76	16	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	76	17	last	last	JJ
work_ooc22yw4undevd5gkw5wapert4	76	18	seven	seven	CD
work_ooc22yw4undevd5gkw5wapert4	76	19	days	day	NNS
work_ooc22yw4undevd5gkw5wapert4	76	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	77	1	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	77	2	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	77	3	available	available	JJ
work_ooc22yw4undevd5gkw5wapert4	77	4	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	77	5	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	77	6	downloadable	downloadable	JJ
work_ooc22yw4undevd5gkw5wapert4	77	7	Windows	Windows	NNP
work_ooc22yw4undevd5gkw5wapert4	77	8	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	77	9	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	77	10	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	77	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	77	12	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	77	13	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	77	14	commercial	commercial	JJ
work_ooc22yw4undevd5gkw5wapert4	77	15	Java	Java	NNP
work_ooc22yw4undevd5gkw5wapert4	77	16	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	77	17	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	77	18	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	77	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	77	20	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	77	21	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	77	22	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	77	23	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	77	24	application	application	NN
work_ooc22yw4undevd5gkw5wapert4	77	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	78	1	It	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	78	2	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	78	3	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	78	4	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	78	5	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	78	6	lexicon	lexicon	NN
work_ooc22yw4undevd5gkw5wapert4	78	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	78	8	divides	divide	VBZ
work_ooc22yw4undevd5gkw5wapert4	78	9	sentences	sentence	NNS
work_ooc22yw4undevd5gkw5wapert4	78	10	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	78	11	words	word	NNS
work_ooc22yw4undevd5gkw5wapert4	78	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	78	13	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	78	14	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	78	15	available	available	JJ
work_ooc22yw4undevd5gkw5wapert4	78	16	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	78	17	multiple	multiple	JJ
work_ooc22yw4undevd5gkw5wapert4	78	18	languages	language	NNS
work_ooc22yw4undevd5gkw5wapert4	78	19	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	78	20	Thelwall	Thelwall	NNP
work_ooc22yw4undevd5gkw5wapert4	78	21	,	,	,
work_ooc22yw4undevd5gkw5wapert4	78	22	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	78	23	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	78	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	79	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	79	2	took	take	VBD
work_ooc22yw4undevd5gkw5wapert4	79	3	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	79	4	closer	close	JJR
work_ooc22yw4undevd5gkw5wapert4	79	5	look	look	NN
work_ooc22yw4undevd5gkw5wapert4	79	6	at	at	IN
work_ooc22yw4undevd5gkw5wapert4	79	7	Weka	Weka	NNP
work_ooc22yw4undevd5gkw5wapert4	79	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	79	9	GATE	GATE	NNP
work_ooc22yw4undevd5gkw5wapert4	79	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	79	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	79	12	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	79	13	desktop	desktop	NN
work_ooc22yw4undevd5gkw5wapert4	79	14	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	79	15	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	79	16	failed	fail	VBD
work_ooc22yw4undevd5gkw5wapert4	79	17	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	79	18	get	get	VB
work_ooc22yw4undevd5gkw5wapert4	79	19	Weka	Weka	NNP
work_ooc22yw4undevd5gkw5wapert4	79	20	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	79	21	GATE	GATE	NNP
work_ooc22yw4undevd5gkw5wapert4	79	22	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	79	23	work	work	VB
work_ooc22yw4undevd5gkw5wapert4	79	24	properly	properly	RB
work_ooc22yw4undevd5gkw5wapert4	79	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	80	1	Weka	Weka	NNP
work_ooc22yw4undevd5gkw5wapert4	80	2	produced	produce	VBD
work_ooc22yw4undevd5gkw5wapert4	80	3	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	80	4	error	error	NN
work_ooc22yw4undevd5gkw5wapert4	80	5	message	message	NN
work_ooc22yw4undevd5gkw5wapert4	80	6	when	when	WRB
work_ooc22yw4undevd5gkw5wapert4	80	7	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	80	8	tried	try	VBD
work_ooc22yw4undevd5gkw5wapert4	80	9	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	80	10	implement	implement	VB
work_ooc22yw4undevd5gkw5wapert4	80	11	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	80	12	dataset	dataset	NN
work_ooc22yw4undevd5gkw5wapert4	80	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	81	1	GATE	GATE	NNP
work_ooc22yw4undevd5gkw5wapert4	81	2	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	81	3	more	more	JJR
work_ooc22yw4undevd5gkw5wapert4	81	4	user	user	NN
work_ooc22yw4undevd5gkw5wapert4	81	5	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	81	6	friendly	friendly	JJ
work_ooc22yw4undevd5gkw5wapert4	81	7	thanks	thank	NNS
work_ooc22yw4undevd5gkw5wapert4	81	8	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	81	9	its	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	81	10	interface	interface	NN
work_ooc22yw4undevd5gkw5wapert4	81	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	81	12	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	81	13	still	still	RB
work_ooc22yw4undevd5gkw5wapert4	81	14	required	require	VBD
work_ooc22yw4undevd5gkw5wapert4	81	15	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	81	16	plugin	plugin	NN
work_ooc22yw4undevd5gkw5wapert4	81	17	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	81	18	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	81	19	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	81	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	81	21	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	81	22	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	81	23	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	81	24	installable	installable	JJ
work_ooc22yw4undevd5gkw5wapert4	81	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	82	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	82	2	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	82	3	desktop	desktop	NN
work_ooc22yw4undevd5gkw5wapert4	82	4	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	82	5	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	82	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	82	7	most	most	RBS
work_ooc22yw4undevd5gkw5wapert4	82	8	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	82	9	user	user	NN
work_ooc22yw4undevd5gkw5wapert4	82	10	friendly	friendly	JJ
work_ooc22yw4undevd5gkw5wapert4	82	11	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	82	12	.	.	.
work_ooc22yw4undevd5gkw5wapert4	83	1	Implementing	implement	VBG
work_ooc22yw4undevd5gkw5wapert4	83	2	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	83	3	dataset	dataset	NN
work_ooc22yw4undevd5gkw5wapert4	83	4	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	83	5	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	83	6	text	text	NN
work_ooc22yw4undevd5gkw5wapert4	83	7	file	file	NN
work_ooc22yw4undevd5gkw5wapert4	83	8	did	do	VBD
work_ooc22yw4undevd5gkw5wapert4	83	9	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	83	10	cause	cause	VB
work_ooc22yw4undevd5gkw5wapert4	83	11	any	any	DT
work_ooc22yw4undevd5gkw5wapert4	83	12	problems	problem	NNS
work_ooc22yw4undevd5gkw5wapert4	83	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	84	1	However	however	RB
work_ooc22yw4undevd5gkw5wapert4	84	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	84	3	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	84	4	only	only	RB
work_ooc22yw4undevd5gkw5wapert4	84	5	counted	count	VBD
work_ooc22yw4undevd5gkw5wapert4	84	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	84	7	number	number	NN
work_ooc22yw4undevd5gkw5wapert4	84	8	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	84	9	words	word	NNS
work_ooc22yw4undevd5gkw5wapert4	84	10	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	84	11	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	84	12	contained	contain	VBN
work_ooc22yw4undevd5gkw5wapert4	84	13	rather	rather	RB
work_ooc22yw4undevd5gkw5wapert4	84	14	than	than	IN
work_ooc22yw4undevd5gkw5wapert4	84	15	giving	give	VBG
work_ooc22yw4undevd5gkw5wapert4	84	16	results	result	NNS
work_ooc22yw4undevd5gkw5wapert4	84	17	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	84	18	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	84	19	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	84	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	85	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	85	2	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	85	3	tried	try	VBD
work_ooc22yw4undevd5gkw5wapert4	85	4	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	85	5	edit	edit	VB
work_ooc22yw4undevd5gkw5wapert4	85	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	85	7	lexicon	lexicon	NN
work_ooc22yw4undevd5gkw5wapert4	85	8	file	file	NN
work_ooc22yw4undevd5gkw5wapert4	85	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	85	10	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	85	11	failed	fail	VBD
work_ooc22yw4undevd5gkw5wapert4	85	12	.	.	.
work_ooc22yw4undevd5gkw5wapert4	86	1	Consequently	consequently	RB
work_ooc22yw4undevd5gkw5wapert4	86	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	86	3	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	86	4	used	use	VBD
work_ooc22yw4undevd5gkw5wapert4	86	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	86	6	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	86	7	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	86	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	86	9	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	86	10	listed	list	VBD
work_ooc22yw4undevd5gkw5wapert4	86	11	more	more	RBR
work_ooc22yw4undevd5gkw5wapert4	86	12	complete	complete	JJ
work_ooc22yw4undevd5gkw5wapert4	86	13	results	result	NNS
work_ooc22yw4undevd5gkw5wapert4	86	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	87	1	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	87	2	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	87	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	87	4	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	87	5	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	87	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	87	7	lowest	low	JJS
work_ooc22yw4undevd5gkw5wapert4	87	8	threshold	threshold	NN
work_ooc22yw4undevd5gkw5wapert4	87	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	87	10	thus	thus	RB
work_ooc22yw4undevd5gkw5wapert4	87	11	seems	seem	VBZ
work_ooc22yw4undevd5gkw5wapert4	87	12	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	87	13	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	87	14	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	87	15	promising	promising	JJ
work_ooc22yw4undevd5gkw5wapert4	87	16	application	application	NN
work_ooc22yw4undevd5gkw5wapert4	87	17	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	87	18	scientists	scientist	NNS
work_ooc22yw4undevd5gkw5wapert4	87	19	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	87	20	limited	limited	JJ
work_ooc22yw4undevd5gkw5wapert4	87	21	computing	computing	NN
work_ooc22yw4undevd5gkw5wapert4	87	22	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	87	23	.	.	.
work_ooc22yw4undevd5gkw5wapert4	88	1	3	3	CD
work_ooc22yw4undevd5gkw5wapert4	88	2	Case	Case	NNP
work_ooc22yw4undevd5gkw5wapert4	88	3	Study	Study	NNP
work_ooc22yw4undevd5gkw5wapert4	88	4	:	:	:
work_ooc22yw4undevd5gkw5wapert4	88	5	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	88	6	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	88	7	#	#	$
work_ooc22yw4undevd5gkw5wapert4	88	8	ostend	ostend	VBP
work_ooc22yw4undevd5gkw5wapert4	88	9	#	#	$
work_ooc22yw4undevd5gkw5wapert4	88	10	frankfurt	frankfurt	NN
work_ooc22yw4undevd5gkw5wapert4	88	11	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	88	12	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	88	13	current	current	JJ
work_ooc22yw4undevd5gkw5wapert4	88	14	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	88	15	project	project	NN
work_ooc22yw4undevd5gkw5wapert4	88	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	88	17	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	88	18	Viral	viral	JJ
work_ooc22yw4undevd5gkw5wapert4	88	19	#	#	NNP
work_ooc22yw4undevd5gkw5wapert4	88	20	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	88	21	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	88	22	space	space	NN
work_ooc22yw4undevd5gkw5wapert4	88	23	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	88	24	cultural	cultural	JJ
work_ooc22yw4undevd5gkw5wapert4	88	25	educational	educational	JJ
work_ooc22yw4undevd5gkw5wapert4	88	26	processes	process	NNS
work_ooc22yw4undevd5gkw5wapert4	88	27	’	'	''
work_ooc22yw4undevd5gkw5wapert4	88	28	,	,	,
work_ooc22yw4undevd5gkw5wapert4	88	29	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	88	30	aim	aim	NN
work_ooc22yw4undevd5gkw5wapert4	88	31	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	88	32	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	88	33	examine	examine	VB
work_ooc22yw4undevd5gkw5wapert4	88	34	teenagers	teenager	NNS
work_ooc22yw4undevd5gkw5wapert4	88	35	’	’	POS
work_ooc22yw4undevd5gkw5wapert4	88	36	perceptions	perception	NNS
work_ooc22yw4undevd5gkw5wapert4	88	37	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	88	38	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	88	39	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	88	40	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	88	41	Ostend	ostend	VBP
work_ooc22yw4undevd5gkw5wapert4	88	42	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	88	43	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	88	44	age	age	NN
work_ooc22yw4undevd5gkw5wapert4	88	45	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	88	46	digitalization	digitalization	NN
work_ooc22yw4undevd5gkw5wapert4	88	47	,	,	,
work_ooc22yw4undevd5gkw5wapert4	88	48	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	88	49	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	88	50	evaluate	evaluate	VB
work_ooc22yw4undevd5gkw5wapert4	88	51	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	88	52	implications	implication	NNS
work_ooc22yw4undevd5gkw5wapert4	88	53	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	88	54	cultural	cultural	JJ
work_ooc22yw4undevd5gkw5wapert4	88	55	education	education	NN
work_ooc22yw4undevd5gkw5wapert4	88	56	.	.	.
work_ooc22yw4undevd5gkw5wapert4	89	1	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	89	2	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	89	3	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	89	4	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	89	5	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	89	6	transition	transition	NN
work_ooc22yw4undevd5gkw5wapert4	89	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	89	8	has	have	VBZ
work_ooc22yw4undevd5gkw5wapert4	89	9	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	89	10	young	young	JJ
work_ooc22yw4undevd5gkw5wapert4	89	11	population	population	NN
work_ooc22yw4undevd5gkw5wapert4	89	12	.	.	.
work_ooc22yw4undevd5gkw5wapert4	90	1	Teenagers	teenager	NNS
work_ooc22yw4undevd5gkw5wapert4	90	2	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	90	3	now	now	RB
work_ooc22yw4undevd5gkw5wapert4	90	4	growing	grow	VBG
work_ooc22yw4undevd5gkw5wapert4	90	5	up	up	RP
work_ooc22yw4undevd5gkw5wapert4	90	6	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	90	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	90	8	world	world	NN
work_ooc22yw4undevd5gkw5wapert4	90	9	mediated	mediate	VBN
work_ooc22yw4undevd5gkw5wapert4	90	10	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	90	11	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	90	12	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	90	13	,	,	,
work_ooc22yw4undevd5gkw5wapert4	90	14	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	90	15	shape	shape	VBP
work_ooc22yw4undevd5gkw5wapert4	90	16	their	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	90	17	views	view	NNS
work_ooc22yw4undevd5gkw5wapert4	90	18	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	90	19	perceptions	perception	NNS
work_ooc22yw4undevd5gkw5wapert4	90	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	91	1	Thus	thus	RB
work_ooc22yw4undevd5gkw5wapert4	91	2	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	91	3	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	91	4	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	91	5	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	91	6	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	91	7	should	should	MD
work_ooc22yw4undevd5gkw5wapert4	91	8	deliver	deliver	VB
work_ooc22yw4undevd5gkw5wapert4	91	9	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	91	10	insights	insight	NNS
work_ooc22yw4undevd5gkw5wapert4	91	11	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	91	12	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	91	13	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	91	14	geographic	geographic	JJ
work_ooc22yw4undevd5gkw5wapert4	91	15	questions	question	NNS
work_ooc22yw4undevd5gkw5wapert4	91	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	92	1	Over	over	IN
work_ooc22yw4undevd5gkw5wapert4	92	2	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	92	3	six	six	CD
work_ooc22yw4undevd5gkw5wapert4	92	4	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	92	5	month	month	NN
work_ooc22yw4undevd5gkw5wapert4	92	6	period	period	NN
work_ooc22yw4undevd5gkw5wapert4	92	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	92	8	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	92	9	will	will	MD
work_ooc22yw4undevd5gkw5wapert4	92	10	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	92	11	collecting	collect	VBG
work_ooc22yw4undevd5gkw5wapert4	92	12	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	92	13	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	92	14	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	92	15	,	,	,
work_ooc22yw4undevd5gkw5wapert4	92	16	Facebook	Facebook	NNP
work_ooc22yw4undevd5gkw5wapert4	92	17	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	92	18	Instagram	Instagram	NNP
work_ooc22yw4undevd5gkw5wapert4	92	19	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	92	20	include	include	VBP
work_ooc22yw4undevd5gkw5wapert4	92	21	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	92	22	referring	refer	VBG
work_ooc22yw4undevd5gkw5wapert4	92	23	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	92	24	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	92	25	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	92	26	order	order	NN
work_ooc22yw4undevd5gkw5wapert4	92	27	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	92	28	survey	survey	VB
work_ooc22yw4undevd5gkw5wapert4	92	29	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	92	30	various	various	JJ
work_ooc22yw4undevd5gkw5wapert4	92	31	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	92	32	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	92	33	space	space	NN
work_ooc22yw4undevd5gkw5wapert4	92	34	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	92	35	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	92	36	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	92	37	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	92	38	emerge	emerge	VBP
work_ooc22yw4undevd5gkw5wapert4	92	39	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	92	40	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	92	41	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	92	42	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	92	43	general	general	JJ
work_ooc22yw4undevd5gkw5wapert4	92	44	.	.	.
work_ooc22yw4undevd5gkw5wapert4	93	1	Furthermore	furthermore	RB
work_ooc22yw4undevd5gkw5wapert4	93	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	93	3	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	93	4	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	93	5	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	93	6	will	will	MD
work_ooc22yw4undevd5gkw5wapert4	93	7	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	93	8	conducted	conduct	VBN
work_ooc22yw4undevd5gkw5wapert4	93	9	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	93	10	identify	identify	VB
work_ooc22yw4undevd5gkw5wapert4	93	11	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	93	12	concerning	concern	VBG
work_ooc22yw4undevd5gkw5wapert4	93	13	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	93	14	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	93	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	94	1	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	94	2	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	94	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	94	4	89	89	CD
work_ooc22yw4undevd5gkw5wapert4	94	5	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	94	6	article	article	NN
work_ooc22yw4undevd5gkw5wapert4	94	7	presents	present	VBZ
work_ooc22yw4undevd5gkw5wapert4	94	8	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	94	9	short	short	JJ
work_ooc22yw4undevd5gkw5wapert4	94	10	exploratory	exploratory	JJ
work_ooc22yw4undevd5gkw5wapert4	94	11	study	study	NN
work_ooc22yw4undevd5gkw5wapert4	94	12	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	94	13	test	test	VB
work_ooc22yw4undevd5gkw5wapert4	94	14	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	94	15	applicability	applicability	NN
work_ooc22yw4undevd5gkw5wapert4	94	16	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	94	17	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	94	18	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	94	19	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	94	20	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	94	21	socio	socio	JJ
work_ooc22yw4undevd5gkw5wapert4	94	22	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	94	23	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	94	24	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	94	25	purposes	purpose	NNS
work_ooc22yw4undevd5gkw5wapert4	94	26	,	,	,
work_ooc22yw4undevd5gkw5wapert4	94	27	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	94	28	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	94	29	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	94	30	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	94	31	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	94	32	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	94	33	test	test	NN
work_ooc22yw4undevd5gkw5wapert4	94	34	case	case	NN
work_ooc22yw4undevd5gkw5wapert4	94	35	.	.	.
work_ooc22yw4undevd5gkw5wapert4	95	1	Based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	95	2	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	95	3	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	95	4	like	like	UH
work_ooc22yw4undevd5gkw5wapert4	95	5	#	#	$
work_ooc22yw4undevd5gkw5wapert4	95	6	ostend	ostend	VBP
work_ooc22yw4undevd5gkw5wapert4	95	7	#	#	$
work_ooc22yw4undevd5gkw5wapert4	95	8	frankfurt	frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	95	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	95	10	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	95	11	evaluated	evaluate	VBD
work_ooc22yw4undevd5gkw5wapert4	95	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	95	13	feasibility	feasibility	NN
work_ooc22yw4undevd5gkw5wapert4	95	14	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	95	15	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	95	16	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	95	17	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	95	18	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	95	19	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	95	20	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	95	21	detect	detect	VB
work_ooc22yw4undevd5gkw5wapert4	95	22	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	95	23	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	95	24	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	95	25	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	95	26	.	.	.
work_ooc22yw4undevd5gkw5wapert4	96	1	Our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	96	2	underlying	underlie	VBG
work_ooc22yw4undevd5gkw5wapert4	96	3	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	96	4	questions	question	NNS
work_ooc22yw4undevd5gkw5wapert4	96	5	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	96	6	:	:	:
work_ooc22yw4undevd5gkw5wapert4	96	7	How	how	WRB
work_ooc22yw4undevd5gkw5wapert4	96	8	useful	useful	JJ
work_ooc22yw4undevd5gkw5wapert4	96	9	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	96	10	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	96	11	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	96	12	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	96	13	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	96	14	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	96	15	?	?	.
work_ooc22yw4undevd5gkw5wapert4	97	1	What	what	WDT
work_ooc22yw4undevd5gkw5wapert4	97	2	problems	problem	NNS
work_ooc22yw4undevd5gkw5wapert4	97	3	arise	arise	VBP
work_ooc22yw4undevd5gkw5wapert4	97	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	97	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	97	6	exploration	exploration	NN
work_ooc22yw4undevd5gkw5wapert4	97	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	97	8	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	97	9	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	97	10	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	97	11	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	97	12	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	97	13	?	?	.
work_ooc22yw4undevd5gkw5wapert4	98	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	98	2	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	98	3	poses	pose	VBZ
work_ooc22yw4undevd5gkw5wapert4	98	4	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	98	5	challenge	challenge	NN
work_ooc22yw4undevd5gkw5wapert4	98	6	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	98	7	scientists	scientist	NNS
work_ooc22yw4undevd5gkw5wapert4	98	8	since	since	IN
work_ooc22yw4undevd5gkw5wapert4	98	9	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	98	10	requires	require	VBZ
work_ooc22yw4undevd5gkw5wapert4	98	11	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	98	12	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	98	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	99	1	While	while	IN
work_ooc22yw4undevd5gkw5wapert4	99	2	every	every	DT
work_ooc22yw4undevd5gkw5wapert4	99	3	step	step	NN
work_ooc22yw4undevd5gkw5wapert4	99	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	99	5	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	99	6	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	99	7	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	99	8	–	–	:
work_ooc22yw4undevd5gkw5wapert4	99	9	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	99	10	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	99	11	collection	collection	NN
work_ooc22yw4undevd5gkw5wapert4	99	12	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	99	13	preprocessing	preprocesse	VBG
work_ooc22yw4undevd5gkw5wapert4	99	14	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	99	15	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	99	16	–	–	:
work_ooc22yw4undevd5gkw5wapert4	99	17	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	99	18	largely	largely	RB
work_ooc22yw4undevd5gkw5wapert4	99	19	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	99	20	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	99	21	programming	programming	NN
work_ooc22yw4undevd5gkw5wapert4	99	22	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	99	23	,	,	,
work_ooc22yw4undevd5gkw5wapert4	99	24	few	few	JJ
work_ooc22yw4undevd5gkw5wapert4	99	25	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	99	26	scientists	scientist	NNS
work_ooc22yw4undevd5gkw5wapert4	99	27	have	have	VBP
work_ooc22yw4undevd5gkw5wapert4	99	28	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	99	29	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	99	30	.	.	.
work_ooc22yw4undevd5gkw5wapert4	100	1	For	for	IN
work_ooc22yw4undevd5gkw5wapert4	100	2	those	those	DT
work_ooc22yw4undevd5gkw5wapert4	100	3	without	without	IN
work_ooc22yw4undevd5gkw5wapert4	100	4	programming	programming	NN
work_ooc22yw4undevd5gkw5wapert4	100	5	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	100	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	100	7	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	100	8	collection	collection	NN
work_ooc22yw4undevd5gkw5wapert4	100	9	via	via	IN
work_ooc22yw4undevd5gkw5wapert4	100	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	100	11	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	100	12	API	API	NNP
work_ooc22yw4undevd5gkw5wapert4	100	13	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	100	14	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	100	15	classification	classification	NN
work_ooc22yw4undevd5gkw5wapert4	100	16	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	100	17	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	100	18	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	100	19	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	100	20	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	100	21	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	100	22	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	100	23	application	application	NN
work_ooc22yw4undevd5gkw5wapert4	100	24	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	100	25	good	good	JJ
work_ooc22yw4undevd5gkw5wapert4	100	26	options	option	NNS
work_ooc22yw4undevd5gkw5wapert4	100	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	101	1	Moreover	moreover	RB
work_ooc22yw4undevd5gkw5wapert4	101	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	101	3	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	101	4	does	do	VBZ
work_ooc22yw4undevd5gkw5wapert4	101	5	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	101	6	require	require	VB
work_ooc22yw4undevd5gkw5wapert4	101	7	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	101	8	preprocessing	preprocesse	VBG
work_ooc22yw4undevd5gkw5wapert4	101	9	step	step	NN
work_ooc22yw4undevd5gkw5wapert4	101	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	101	11	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	101	12	results	result	VBZ
work_ooc22yw4undevd5gkw5wapert4	101	13	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	101	14	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	101	15	reduction	reduction	NN
work_ooc22yw4undevd5gkw5wapert4	101	16	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	101	17	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	101	18	cleansing	cleansing	NN
work_ooc22yw4undevd5gkw5wapert4	101	19	time	time	NN
work_ooc22yw4undevd5gkw5wapert4	101	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	102	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	102	2	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	102	3	aware	aware	JJ
work_ooc22yw4undevd5gkw5wapert4	102	4	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	102	5	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	102	6	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	102	7	usually	usually	RB
work_ooc22yw4undevd5gkw5wapert4	102	8	requires	require	VBZ
work_ooc22yw4undevd5gkw5wapert4	102	9	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	102	10	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	102	11	topic	topic	NN
work_ooc22yw4undevd5gkw5wapert4	102	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	102	13	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	102	14	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	102	15	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	102	16	collection	collection	NN
work_ooc22yw4undevd5gkw5wapert4	102	17	will	will	MD
work_ooc22yw4undevd5gkw5wapert4	102	18	include	include	VB
work_ooc22yw4undevd5gkw5wapert4	102	19	all	all	PDT
work_ooc22yw4undevd5gkw5wapert4	102	20	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	102	21	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	102	22	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	102	23	that	that	DT
work_ooc22yw4undevd5gkw5wapert4	102	24	topic	topic	NN
work_ooc22yw4undevd5gkw5wapert4	102	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	103	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	103	2	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	103	3	case	case	NN
work_ooc22yw4undevd5gkw5wapert4	103	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	103	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	103	6	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	103	7	topic	topic	NN
work_ooc22yw4undevd5gkw5wapert4	103	8	’	'	''
work_ooc22yw4undevd5gkw5wapert4	103	9	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	103	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	103	11	tagged	tag	VBN
work_ooc22yw4undevd5gkw5wapert4	103	12	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	103	13	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	103	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	104	1	Consequently	consequently	RB
work_ooc22yw4undevd5gkw5wapert4	104	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	104	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	104	4	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	104	5	collected	collect	VBD
work_ooc22yw4undevd5gkw5wapert4	104	6	will	will	MD
work_ooc22yw4undevd5gkw5wapert4	104	7	include	include	VB
work_ooc22yw4undevd5gkw5wapert4	104	8	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	104	9	range	range	NN
work_ooc22yw4undevd5gkw5wapert4	104	10	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	104	11	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	104	12	relating	relate	VBG
work_ooc22yw4undevd5gkw5wapert4	104	13	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	104	14	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	104	15	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	104	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	105	1	Data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	105	2	collection	collection	NN
work_ooc22yw4undevd5gkw5wapert4	105	3	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	105	4	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	105	5	First	first	RB
work_ooc22yw4undevd5gkw5wapert4	105	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	105	7	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	105	8	investigated	investigate	VBD
work_ooc22yw4undevd5gkw5wapert4	105	9	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	105	10	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	105	11	October	October	NNP
work_ooc22yw4undevd5gkw5wapert4	105	12	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	105	13	December	December	NNP
work_ooc22yw4undevd5gkw5wapert4	105	14	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	105	15	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	105	16	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	105	17	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	105	18	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	105	19	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	105	20	marked	mark	VBN
work_ooc22yw4undevd5gkw5wapert4	105	21	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	105	22	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	105	23	hashtag	hashtag	NN
work_ooc22yw4undevd5gkw5wapert4	105	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	106	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	106	2	intention	intention	NN
work_ooc22yw4undevd5gkw5wapert4	106	3	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	106	4	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	106	5	create	create	VB
work_ooc22yw4undevd5gkw5wapert4	106	6	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	106	7	small	small	JJ
work_ooc22yw4undevd5gkw5wapert4	106	8	dataset	dataset	NN
work_ooc22yw4undevd5gkw5wapert4	106	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	106	10	since	since	IN
work_ooc22yw4undevd5gkw5wapert4	106	11	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	106	12	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	106	13	wanted	want	VBD
work_ooc22yw4undevd5gkw5wapert4	106	14	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	106	15	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	106	16	able	able	JJ
work_ooc22yw4undevd5gkw5wapert4	106	17	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	106	18	analyse	analyse	VB
work_ooc22yw4undevd5gkw5wapert4	106	19	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	106	20	data	data	NN
work_ooc22yw4undevd5gkw5wapert4	106	21	manually	manually	RB
work_ooc22yw4undevd5gkw5wapert4	106	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	107	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	107	2	used	use	VBD
work_ooc22yw4undevd5gkw5wapert4	107	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	107	4	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	107	5	API	API	NNP
work_ooc22yw4undevd5gkw5wapert4	107	6	’s	’s	NN
work_ooc22yw4undevd5gkw5wapert4	107	7	search	search	NN
work_ooc22yw4undevd5gkw5wapert4	107	8	function	function	NN
work_ooc22yw4undevd5gkw5wapert4	107	9	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	107	10	collect	collect	VB
work_ooc22yw4undevd5gkw5wapert4	107	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	107	12	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	107	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	108	1	However	however	RB
work_ooc22yw4undevd5gkw5wapert4	108	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	108	3	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	108	4	its	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	108	5	basic	basic	JJ
work_ooc22yw4undevd5gkw5wapert4	108	6	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	108	7	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	108	8	search	search	NN
work_ooc22yw4undevd5gkw5wapert4	108	9	function	function	NN
work_ooc22yw4undevd5gkw5wapert4	108	10	usually	usually	RB
work_ooc22yw4undevd5gkw5wapert4	108	11	provides	provide	VBZ
work_ooc22yw4undevd5gkw5wapert4	108	12	only	only	RB
work_ooc22yw4undevd5gkw5wapert4	108	13	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	108	14	selection	selection	NN
work_ooc22yw4undevd5gkw5wapert4	108	15	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	108	16	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	108	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	109	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	109	2	addition	addition	NN
work_ooc22yw4undevd5gkw5wapert4	109	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	109	4	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	109	5	own	own	JJ
work_ooc22yw4undevd5gkw5wapert4	109	6	preselection	preselection	NN
work_ooc22yw4undevd5gkw5wapert4	109	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	109	8	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	109	9	excludes	exclude	NNS
work_ooc22yw4undevd5gkw5wapert4	109	10	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	109	11	without	without	IN
work_ooc22yw4undevd5gkw5wapert4	109	12	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	109	13	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	109	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	110	1	Furthermore	furthermore	RB
work_ooc22yw4undevd5gkw5wapert4	110	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	110	3	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	110	4	data	data	NN
work_ooc22yw4undevd5gkw5wapert4	110	5	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	110	6	transitory	transitory	JJ
work_ooc22yw4undevd5gkw5wapert4	110	7	.	.	.
work_ooc22yw4undevd5gkw5wapert4	111	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	111	2	order	order	NN
work_ooc22yw4undevd5gkw5wapert4	111	3	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	111	4	capture	capture	VB
work_ooc22yw4undevd5gkw5wapert4	111	5	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	111	6	many	many	JJ
work_ooc22yw4undevd5gkw5wapert4	111	7	relevant	relevant	JJ
work_ooc22yw4undevd5gkw5wapert4	111	8	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	111	9	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	111	10	possible	possible	JJ
work_ooc22yw4undevd5gkw5wapert4	111	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	111	12	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	111	13	synchronized	synchronize	VBD
work_ooc22yw4undevd5gkw5wapert4	111	14	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	111	15	glossary	glossary	NN
work_ooc22yw4undevd5gkw5wapert4	111	16	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	111	17	search	search	NN
work_ooc22yw4undevd5gkw5wapert4	111	18	terms	term	NNS
work_ooc22yw4undevd5gkw5wapert4	111	19	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	111	20	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	111	21	#	#	$
work_ooc22yw4undevd5gkw5wapert4	111	22	Ostend	ostend	VBP
work_ooc22yw4undevd5gkw5wapert4	111	23	#	#	NN
work_ooc22yw4undevd5gkw5wapert4	111	24	ffm	ffm	NN
work_ooc22yw4undevd5gkw5wapert4	111	25	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	111	26	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	111	27	database	database	NN
work_ooc22yw4undevd5gkw5wapert4	111	28	.	.	.
work_ooc22yw4undevd5gkw5wapert4	112	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	112	2	searched	search	VBD
work_ooc22yw4undevd5gkw5wapert4	112	3	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	112	4	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	112	5	26	26	CD
work_ooc22yw4undevd5gkw5wapert4	112	6	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	112	7	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	112	8	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	112	9	glossary	glossary	NN
work_ooc22yw4undevd5gkw5wapert4	112	10	individually	individually	RB
work_ooc22yw4undevd5gkw5wapert4	112	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	112	12	before	before	IN
work_ooc22yw4undevd5gkw5wapert4	112	13	copying	copy	VBG
work_ooc22yw4undevd5gkw5wapert4	112	14	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	112	15	results	result	NNS
work_ooc22yw4undevd5gkw5wapert4	112	16	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	112	17	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	112	18	Excel	Excel	NNP
work_ooc22yw4undevd5gkw5wapert4	112	19	spreadsheet	spreadsheet	NN
work_ooc22yw4undevd5gkw5wapert4	112	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	113	1	Here	here	RB
work_ooc22yw4undevd5gkw5wapert4	113	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	113	3	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	113	4	added	add	VBD
work_ooc22yw4undevd5gkw5wapert4	113	5	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	113	6	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	113	7	user	user	NN
work_ooc22yw4undevd5gkw5wapert4	113	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	113	9	date	date	NN
work_ooc22yw4undevd5gkw5wapert4	113	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	113	11	URL	url	NN
work_ooc22yw4undevd5gkw5wapert4	113	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	113	13	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	113	14	additional	additional	JJ
work_ooc22yw4undevd5gkw5wapert4	113	15	content	content	NN
work_ooc22yw4undevd5gkw5wapert4	113	16	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	113	17	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	113	18	pictures	picture	NNS
work_ooc22yw4undevd5gkw5wapert4	113	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	113	20	videos	video	NNS
work_ooc22yw4undevd5gkw5wapert4	113	21	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	113	22	links	link	NNS
work_ooc22yw4undevd5gkw5wapert4	113	23	.	.	.
work_ooc22yw4undevd5gkw5wapert4	114	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	114	2	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	114	3	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	114	4	then	then	RB
work_ooc22yw4undevd5gkw5wapert4	114	5	cleansed	cleanse	VBN
work_ooc22yw4undevd5gkw5wapert4	114	6	.	.	.
work_ooc22yw4undevd5gkw5wapert4	115	1	Since	since	IN
work_ooc22yw4undevd5gkw5wapert4	115	2	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	115	3	area	area	NN
work_ooc22yw4undevd5gkw5wapert4	115	4	known	know	VBN
work_ooc22yw4undevd5gkw5wapert4	115	5	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	115	6	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	115	7	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	115	8	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	115	9	found	find	VBN
work_ooc22yw4undevd5gkw5wapert4	115	10	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	115	11	multiple	multiple	JJ
work_ooc22yw4undevd5gkw5wapert4	115	12	cities	city	NNS
work_ooc22yw4undevd5gkw5wapert4	115	13	,	,	,
work_ooc22yw4undevd5gkw5wapert4	115	14	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	115	15	rejected	reject	VBD
work_ooc22yw4undevd5gkw5wapert4	115	16	those	those	DT
work_ooc22yw4undevd5gkw5wapert4	115	17	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	115	18	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	115	19	referred	refer	VBD
work_ooc22yw4undevd5gkw5wapert4	115	20	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	115	21	anywhere	anywhere	RB
work_ooc22yw4undevd5gkw5wapert4	115	22	other	other	JJ
work_ooc22yw4undevd5gkw5wapert4	115	23	than	than	IN
work_ooc22yw4undevd5gkw5wapert4	115	24	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	115	25	’s	’s	POS
work_ooc22yw4undevd5gkw5wapert4	115	26	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	115	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	116	1	Numbering	number	VBG
work_ooc22yw4undevd5gkw5wapert4	116	2	184	184	CD
work_ooc22yw4undevd5gkw5wapert4	116	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	116	4	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	116	5	Ostend	ostend	JJ
work_ooc22yw4undevd5gkw5wapert4	116	6	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	116	7	were	be	VBD
work_ooc22yw4undevd5gkw5wapert4	116	8	far	far	RB
work_ooc22yw4undevd5gkw5wapert4	116	9	more	more	RBR
work_ooc22yw4undevd5gkw5wapert4	116	10	numerous	numerous	JJ
work_ooc22yw4undevd5gkw5wapert4	116	11	than	than	IN
work_ooc22yw4undevd5gkw5wapert4	116	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	116	13	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	116	14	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	116	15	related	relate	VBN
work_ooc22yw4undevd5gkw5wapert4	116	16	ones	one	NNS
work_ooc22yw4undevd5gkw5wapert4	116	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	117	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	117	2	manually	manually	RB
work_ooc22yw4undevd5gkw5wapert4	117	3	collected	collect	VBD
work_ooc22yw4undevd5gkw5wapert4	117	4	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	117	5	total	total	NN
work_ooc22yw4undevd5gkw5wapert4	117	6	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	117	7	89	89	CD
work_ooc22yw4undevd5gkw5wapert4	117	8	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	117	9	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	117	10	related	relate	VBN
work_ooc22yw4undevd5gkw5wapert4	117	11	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	117	12	written	write	VBN
work_ooc22yw4undevd5gkw5wapert4	117	13	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	117	14	69	69	CD
work_ooc22yw4undevd5gkw5wapert4	117	15	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	117	16	users	user	NNS
work_ooc22yw4undevd5gkw5wapert4	117	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	118	1	Six	six	CD
work_ooc22yw4undevd5gkw5wapert4	118	2	further	further	JJ
work_ooc22yw4undevd5gkw5wapert4	118	3	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	118	4	had	have	VBD
work_ooc22yw4undevd5gkw5wapert4	118	5	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	118	6	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	118	7	excluded	exclude	VBN
work_ooc22yw4undevd5gkw5wapert4	118	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	118	9	since	since	IN
work_ooc22yw4undevd5gkw5wapert4	118	10	they	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	118	11	were	be	VBD
work_ooc22yw4undevd5gkw5wapert4	118	12	written	write	VBN
work_ooc22yw4undevd5gkw5wapert4	118	13	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	118	14	Dutch	Dutch	NNP
work_ooc22yw4undevd5gkw5wapert4	118	15	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	118	16	Indonesian	Indonesian	NNP
work_ooc22yw4undevd5gkw5wapert4	118	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	119	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	119	2	left	leave	VBD
work_ooc22yw4undevd5gkw5wapert4	119	3	48	48	CD
work_ooc22yw4undevd5gkw5wapert4	119	4	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	119	5	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	119	6	German	German	NNP
work_ooc22yw4undevd5gkw5wapert4	119	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	119	8	35	35	CD
work_ooc22yw4undevd5gkw5wapert4	119	9	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	119	10	English	English	NNP
work_ooc22yw4undevd5gkw5wapert4	119	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	120	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	120	2	then	then	RB
work_ooc22yw4undevd5gkw5wapert4	120	3	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	120	4	them	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	120	5	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	120	6	those	those	DT
work_ooc22yw4undevd5gkw5wapert4	120	7	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	120	8	referred	refer	VBD
work_ooc22yw4undevd5gkw5wapert4	120	9	directly	directly	RB
work_ooc22yw4undevd5gkw5wapert4	120	10	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	120	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	120	12	actual	actual	JJ
work_ooc22yw4undevd5gkw5wapert4	120	13	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	120	14	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	120	15	those	those	DT
work_ooc22yw4undevd5gkw5wapert4	120	16	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	120	17	did	do	VBD
work_ooc22yw4undevd5gkw5wapert4	120	18	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	120	19	.	.	.
work_ooc22yw4undevd5gkw5wapert4	121	1	Among	among	IN
work_ooc22yw4undevd5gkw5wapert4	121	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	121	3	latter	latter	JJ
work_ooc22yw4undevd5gkw5wapert4	121	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	121	5	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	121	6	example	example	NN
work_ooc22yw4undevd5gkw5wapert4	121	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	121	8	were	be	VBD
work_ooc22yw4undevd5gkw5wapert4	121	9	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	121	10	marked	mark	VBD
work_ooc22yw4undevd5gkw5wapert4	121	11	#	#	$
work_ooc22yw4undevd5gkw5wapert4	121	12	ecb	ecb	VBP
work_ooc22yw4undevd5gkw5wapert4	121	13	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	121	14	European	European	NNP
work_ooc22yw4undevd5gkw5wapert4	121	15	Central	Central	NNP
work_ooc22yw4undevd5gkw5wapert4	121	16	Bank	Bank	NNP
work_ooc22yw4undevd5gkw5wapert4	121	17	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	121	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	121	19	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	121	20	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	121	21	located	locate	VBN
work_ooc22yw4undevd5gkw5wapert4	121	22	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	121	23	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	121	24	,	,	,
work_ooc22yw4undevd5gkw5wapert4	121	25	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	121	26	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	121	27	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	121	28	were	be	VBD
work_ooc22yw4undevd5gkw5wapert4	121	29	aimed	aim	VBN
work_ooc22yw4undevd5gkw5wapert4	121	30	at	at	IN
work_ooc22yw4undevd5gkw5wapert4	121	31	EU	EU	NNP
work_ooc22yw4undevd5gkw5wapert4	121	32	policies	policy	NNS
work_ooc22yw4undevd5gkw5wapert4	121	33	.	.	.
work_ooc22yw4undevd5gkw5wapert4	122	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	122	2	kept	keep	VBD
work_ooc22yw4undevd5gkw5wapert4	122	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	122	4	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	122	5	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	122	6	did	do	VBD
work_ooc22yw4undevd5gkw5wapert4	122	7	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	122	8	refer	refer	VB
work_ooc22yw4undevd5gkw5wapert4	122	9	directly	directly	RB
work_ooc22yw4undevd5gkw5wapert4	122	10	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	122	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	122	12	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	122	13	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	122	14	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	122	15	database	database	NN
work_ooc22yw4undevd5gkw5wapert4	122	16	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	122	17	order	order	NN
work_ooc22yw4undevd5gkw5wapert4	122	18	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	122	19	help	help	VB
work_ooc22yw4undevd5gkw5wapert4	122	20	compare	compare	VB
work_ooc22yw4undevd5gkw5wapert4	122	21	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	122	22	automatic	automatic	JJ
work_ooc22yw4undevd5gkw5wapert4	122	23	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	122	24	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	122	25	manual	manual	JJ
work_ooc22yw4undevd5gkw5wapert4	122	26	analyses	analysis	NNS
work_ooc22yw4undevd5gkw5wapert4	122	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	123	1	For	for	IN
work_ooc22yw4undevd5gkw5wapert4	123	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	123	3	automated	automated	JJ
work_ooc22yw4undevd5gkw5wapert4	123	4	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	123	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	123	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	123	7	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	123	8	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	123	9	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	123	10	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	123	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	123	12	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	123	13	classifies	classify	VBZ
work_ooc22yw4undevd5gkw5wapert4	123	14	sentences	sentence	NNS
work_ooc22yw4undevd5gkw5wapert4	123	15	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	123	16	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	123	17	individual	individual	JJ
work_ooc22yw4undevd5gkw5wapert4	123	18	words	word	NNS
work_ooc22yw4undevd5gkw5wapert4	123	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	123	20	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	123	21	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	123	22	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	123	23	classify	classify	VB
work_ooc22yw4undevd5gkw5wapert4	123	24	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	123	25	collected	collect	VBN
work_ooc22yw4undevd5gkw5wapert4	123	26	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	123	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	124	1	If	if	IN
work_ooc22yw4undevd5gkw5wapert4	124	2	words	word	NNS
work_ooc22yw4undevd5gkw5wapert4	124	3	occur	occur	VBP
work_ooc22yw4undevd5gkw5wapert4	124	4	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	124	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	124	6	program	program	NN
work_ooc22yw4undevd5gkw5wapert4	124	7	recognizes	recognize	VBZ
work_ooc22yw4undevd5gkw5wapert4	124	8	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	124	9	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	124	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	124	11	they	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	124	12	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	124	13	given	give	VBN
work_ooc22yw4undevd5gkw5wapert4	124	14	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	124	15	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	124	16	value	value	NN
work_ooc22yw4undevd5gkw5wapert4	124	17	,	,	,
work_ooc22yw4undevd5gkw5wapert4	124	18	whilst	whilst	IN
work_ooc22yw4undevd5gkw5wapert4	124	19	those	those	DT
work_ooc22yw4undevd5gkw5wapert4	124	20	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	124	21	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	124	22	recognized	recognize	VBN
work_ooc22yw4undevd5gkw5wapert4	124	23	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	124	24	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	124	25	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	124	26	given	give	VBN
work_ooc22yw4undevd5gkw5wapert4	124	27	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	124	28	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	124	29	value	value	NN
work_ooc22yw4undevd5gkw5wapert4	124	30	.	.	.
work_ooc22yw4undevd5gkw5wapert4	125	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	125	2	scale	scale	NN
work_ooc22yw4undevd5gkw5wapert4	125	3	ranges	range	VBZ
work_ooc22yw4undevd5gkw5wapert4	125	4	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	125	5	plus	plus	CC
work_ooc22yw4undevd5gkw5wapert4	125	6	5	5	CD
work_ooc22yw4undevd5gkw5wapert4	125	7	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	125	8	very	very	RB
work_ooc22yw4undevd5gkw5wapert4	125	9	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	125	10	et	et	NN
work_ooc22yw4undevd5gkw5wapert4	125	11	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	125	12	90	90	CD
work_ooc22yw4undevd5gkw5wapert4	125	13	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	125	14	scores	score	NNS
work_ooc22yw4undevd5gkw5wapert4	125	15	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	125	16	minus	minus	IN
work_ooc22yw4undevd5gkw5wapert4	125	17	5	5	CD
work_ooc22yw4undevd5gkw5wapert4	125	18	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	125	19	very	very	RB
work_ooc22yw4undevd5gkw5wapert4	125	20	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	125	21	ones	one	NNS
work_ooc22yw4undevd5gkw5wapert4	125	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	126	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	126	2	value	value	NN
work_ooc22yw4undevd5gkw5wapert4	126	3	zero	zero	CD
work_ooc22yw4undevd5gkw5wapert4	126	4	represents	represent	VBZ
work_ooc22yw4undevd5gkw5wapert4	126	5	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	126	6	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	126	7	attribution	attribution	NN
work_ooc22yw4undevd5gkw5wapert4	126	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	127	1	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	127	2	offers	offer	VBZ
work_ooc22yw4undevd5gkw5wapert4	127	3	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	127	4	classification	classification	NN
work_ooc22yw4undevd5gkw5wapert4	127	5	forms	form	NNS
work_ooc22yw4undevd5gkw5wapert4	127	6	:	:	:
work_ooc22yw4undevd5gkw5wapert4	127	7	dual	dual	JJ
work_ooc22yw4undevd5gkw5wapert4	127	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	127	9	binary	binary	JJ
work_ooc22yw4undevd5gkw5wapert4	127	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	127	11	trinary	trinary	JJ
work_ooc22yw4undevd5gkw5wapert4	127	12	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	127	13	scale	scale	NN
work_ooc22yw4undevd5gkw5wapert4	127	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	128	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	128	2	decided	decide	VBD
work_ooc22yw4undevd5gkw5wapert4	128	3	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	128	4	use	use	VB
work_ooc22yw4undevd5gkw5wapert4	128	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	128	6	dual	dual	JJ
work_ooc22yw4undevd5gkw5wapert4	128	7	scale	scale	NN
work_ooc22yw4undevd5gkw5wapert4	128	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	128	9	since	since	IN
work_ooc22yw4undevd5gkw5wapert4	128	10	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	128	11	classifies	classify	VBZ
work_ooc22yw4undevd5gkw5wapert4	128	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	128	13	text	text	NN
work_ooc22yw4undevd5gkw5wapert4	128	14	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	128	15	-5	-5	NNP
work_ooc22yw4undevd5gkw5wapert4	128	16	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	128	17	+5	+5	JJ
work_ooc22yw4undevd5gkw5wapert4	128	18	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	128	19	strong	strong	JJ
work_ooc22yw4undevd5gkw5wapert4	128	20	negativity	negativity	NN
work_ooc22yw4undevd5gkw5wapert4	128	21	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	128	22	strong	strong	JJ
work_ooc22yw4undevd5gkw5wapert4	128	23	positivity	positivity	NN
work_ooc22yw4undevd5gkw5wapert4	128	24	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	128	25	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	128	26	Thelwall	Thelwall	NNP
work_ooc22yw4undevd5gkw5wapert4	128	27	,	,	,
work_ooc22yw4undevd5gkw5wapert4	128	28	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	128	29	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	128	30	.	.	.
work_ooc22yw4undevd5gkw5wapert4	129	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	129	2	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	129	3	third	third	JJ
work_ooc22yw4undevd5gkw5wapert4	129	4	step	step	NN
work_ooc22yw4undevd5gkw5wapert4	129	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	129	6	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	129	7	comparison	comparison	NN
work_ooc22yw4undevd5gkw5wapert4	129	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	129	9	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	129	10	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	129	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	129	12	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	129	13	manually	manually	RB
work_ooc22yw4undevd5gkw5wapert4	129	14	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	129	15	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	129	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	129	17	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	129	18	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	129	19	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	129	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	130	1	During	during	IN
work_ooc22yw4undevd5gkw5wapert4	130	2	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	130	3	step	step	NN
work_ooc22yw4undevd5gkw5wapert4	130	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	130	5	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	130	6	took	take	VBD
work_ooc22yw4undevd5gkw5wapert4	130	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	130	8	closer	close	JJR
work_ooc22yw4undevd5gkw5wapert4	130	9	look	look	NN
work_ooc22yw4undevd5gkw5wapert4	130	10	at	at	IN
work_ooc22yw4undevd5gkw5wapert4	130	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	130	12	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	130	13	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	130	14	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	130	15	collected	collected	JJ
work_ooc22yw4undevd5gkw5wapert4	130	16	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	130	17	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	130	18	did	do	VBD
work_ooc22yw4undevd5gkw5wapert4	130	19	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	130	20	create	create	VB
work_ooc22yw4undevd5gkw5wapert4	130	21	categories	category	NNS
work_ooc22yw4undevd5gkw5wapert4	130	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	131	1	4	4	CD
work_ooc22yw4undevd5gkw5wapert4	131	2	Results	Results	NNP
work_ooc22yw4undevd5gkw5wapert4	131	3	Spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	131	4	construction	construction	NN
work_ooc22yw4undevd5gkw5wapert4	131	5	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	131	6	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	131	7	’s	’s	,
work_ooc22yw4undevd5gkw5wapert4	131	8	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	131	9	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	131	10	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	131	11	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	131	12	through	through	IN
work_ooc22yw4undevd5gkw5wapert4	131	13	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	131	14	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	131	15	Overall	overall	RB
work_ooc22yw4undevd5gkw5wapert4	131	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	131	17	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	131	18	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	131	19	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	131	20	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	131	21	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	131	22	79	79	CD
work_ooc22yw4undevd5gkw5wapert4	131	23	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	131	24	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	131	25	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	131	26	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	131	27	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	131	28	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	131	29	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	131	30	’	'	''
work_ooc22yw4undevd5gkw5wapert4	131	31	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	131	32	0	0	NFP
work_ooc22yw4undevd5gkw5wapert4	131	33	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	131	34	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	131	35	66	66	CD
work_ooc22yw4undevd5gkw5wapert4	131	36	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	131	37	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	131	38	,	,	,
work_ooc22yw4undevd5gkw5wapert4	131	39	16	16	CD
work_ooc22yw4undevd5gkw5wapert4	131	40	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	131	41	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	131	42	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	131	43	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	131	44	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	131	45	’	'	''
work_ooc22yw4undevd5gkw5wapert4	131	46	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	131	47	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	131	48	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	131	49	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	131	50	13	13	CD
work_ooc22yw4undevd5gkw5wapert4	131	51	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	131	52	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	131	53	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	131	54	5	5	CD
work_ooc22yw4undevd5gkw5wapert4	131	55	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	131	56	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	131	57	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	131	58	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	131	59	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	131	60	’	'	''
work_ooc22yw4undevd5gkw5wapert4	131	61	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	131	62	-1	-1	NFP
work_ooc22yw4undevd5gkw5wapert4	131	63	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	131	64	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	131	65	4	4	CD
work_ooc22yw4undevd5gkw5wapert4	131	66	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	131	67	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	131	68	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	131	69	see	see	VB
work_ooc22yw4undevd5gkw5wapert4	131	70	Figure	Figure	NNP
work_ooc22yw4undevd5gkw5wapert4	131	71	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	131	72	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	131	73	.	.	.
work_ooc22yw4undevd5gkw5wapert4	132	1	For	for	IN
work_ooc22yw4undevd5gkw5wapert4	132	2	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	132	3	categories	category	NNS
work_ooc22yw4undevd5gkw5wapert4	132	4	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	132	5	referring	refer	VBG
work_ooc22yw4undevd5gkw5wapert4	132	6	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	132	7	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	132	8	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	132	9	’	'	''
work_ooc22yw4undevd5gkw5wapert4	132	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	132	11	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	132	12	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	132	13	directly	directly	RB
work_ooc22yw4undevd5gkw5wapert4	132	14	referring	refer	VBG
work_ooc22yw4undevd5gkw5wapert4	132	15	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	132	16	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	132	17	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	132	18	’	'	''
work_ooc22yw4undevd5gkw5wapert4	132	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	132	20	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	132	21	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	132	22	41	41	CD
work_ooc22yw4undevd5gkw5wapert4	132	23	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	132	24	referring	refer	VBG
work_ooc22yw4undevd5gkw5wapert4	132	25	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	132	26	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	132	27	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	132	28	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	132	29	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	132	30	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	132	31	’	'	''
work_ooc22yw4undevd5gkw5wapert4	132	32	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	132	33	77	77	CD
work_ooc22yw4undevd5gkw5wapert4	132	34	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	132	35	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	132	36	,	,	,
work_ooc22yw4undevd5gkw5wapert4	132	37	9	9	CD
work_ooc22yw4undevd5gkw5wapert4	132	38	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	132	39	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	132	40	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	132	41	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	132	42	’	'	''
work_ooc22yw4undevd5gkw5wapert4	132	43	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	132	44	17	17	CD
work_ooc22yw4undevd5gkw5wapert4	132	45	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	132	46	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	132	47	,	,	,
work_ooc22yw4undevd5gkw5wapert4	132	48	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	132	49	3	3	CD
work_ooc22yw4undevd5gkw5wapert4	132	50	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	132	51	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	132	52	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	132	53	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	132	54	’	'	''
work_ooc22yw4undevd5gkw5wapert4	132	55	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	132	56	6	6	CD
work_ooc22yw4undevd5gkw5wapert4	132	57	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	132	58	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	132	59	.	.	.
work_ooc22yw4undevd5gkw5wapert4	133	1	Tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	133	2	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	133	3	referring	refer	VBG
work_ooc22yw4undevd5gkw5wapert4	133	4	directly	directly	RB
work_ooc22yw4undevd5gkw5wapert4	133	5	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	133	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	133	7	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	133	8	were	be	VBD
work_ooc22yw4undevd5gkw5wapert4	133	9	classified	classify	VBN
work_ooc22yw4undevd5gkw5wapert4	133	10	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	133	11	follows	follow	VBZ
work_ooc22yw4undevd5gkw5wapert4	133	12	:	:	:
work_ooc22yw4undevd5gkw5wapert4	133	13	25	25	CD
work_ooc22yw4undevd5gkw5wapert4	133	14	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	133	15	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	133	16	’	'	''
work_ooc22yw4undevd5gkw5wapert4	133	17	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	133	18	83.3	83.3	CD
work_ooc22yw4undevd5gkw5wapert4	133	19	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	133	20	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	133	21	,	,	,
work_ooc22yw4undevd5gkw5wapert4	133	22	4	4	CD
work_ooc22yw4undevd5gkw5wapert4	133	23	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	133	24	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	133	25	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	133	26	’	'	''
work_ooc22yw4undevd5gkw5wapert4	133	27	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	133	28	13.3	13.3	CD
work_ooc22yw4undevd5gkw5wapert4	133	29	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	133	30	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	133	31	,	,	,
work_ooc22yw4undevd5gkw5wapert4	133	32	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	133	33	1	1	LS
work_ooc22yw4undevd5gkw5wapert4	133	34	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	133	35	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	133	36	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	133	37	’	'	''
work_ooc22yw4undevd5gkw5wapert4	133	38	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	133	39	3.3	3.3	CD
work_ooc22yw4undevd5gkw5wapert4	133	40	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	133	41	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	133	42	.	.	.
work_ooc22yw4undevd5gkw5wapert4	134	1	By	by	IN
work_ooc22yw4undevd5gkw5wapert4	134	2	comparison	comparison	NN
work_ooc22yw4undevd5gkw5wapert4	134	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	134	4	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	134	5	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	134	6	48	48	CD
work_ooc22yw4undevd5gkw5wapert4	134	7	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	134	8	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	134	9	all	all	PDT
work_ooc22yw4undevd5gkw5wapert4	134	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	134	11	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	134	12	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	134	13	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	134	14	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	134	15	’	'	''
work_ooc22yw4undevd5gkw5wapert4	134	16	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	134	17	40	40	CD
work_ooc22yw4undevd5gkw5wapert4	134	18	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	134	19	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	134	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	134	21	33	33	CD
work_ooc22yw4undevd5gkw5wapert4	134	22	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	134	23	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	134	24	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	134	25	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	134	26	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	134	27	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	134	28	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	134	29	’	'	''
work_ooc22yw4undevd5gkw5wapert4	134	30	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	134	31	27	27	CD
work_ooc22yw4undevd5gkw5wapert4	134	32	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	134	33	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	134	34	,	,	,
work_ooc22yw4undevd5gkw5wapert4	134	35	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	134	36	19	19	CD
work_ooc22yw4undevd5gkw5wapert4	134	37	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	134	38	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	134	39	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	134	40	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	134	41	’	'	''
work_ooc22yw4undevd5gkw5wapert4	134	42	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	134	43	16	16	CD
work_ooc22yw4undevd5gkw5wapert4	134	44	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	134	45	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	134	46	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	134	47	see	see	VB
work_ooc22yw4undevd5gkw5wapert4	134	48	Figure	Figure	NNP
work_ooc22yw4undevd5gkw5wapert4	134	49	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	134	50	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	134	51	.	.	.
work_ooc22yw4undevd5gkw5wapert4	135	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	135	2	identified	identify	VBD
work_ooc22yw4undevd5gkw5wapert4	135	3	18	18	CD
work_ooc22yw4undevd5gkw5wapert4	135	4	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	135	5	referring	refer	VBG
work_ooc22yw4undevd5gkw5wapert4	135	6	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	135	7	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	135	8	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	135	9	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	135	10	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	135	11	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	135	12	’	'	''
work_ooc22yw4undevd5gkw5wapert4	135	13	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	135	14	34	34	CD
work_ooc22yw4undevd5gkw5wapert4	135	15	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	135	16	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	135	17	,	,	,
work_ooc22yw4undevd5gkw5wapert4	135	18	26	26	CD
work_ooc22yw4undevd5gkw5wapert4	135	19	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	135	20	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	135	21	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	135	22	’	'	''
work_ooc22yw4undevd5gkw5wapert4	135	23	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	135	24	49	49	CD
work_ooc22yw4undevd5gkw5wapert4	135	25	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	135	26	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	135	27	,	,	,
work_ooc22yw4undevd5gkw5wapert4	135	28	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	135	29	9	9	CD
work_ooc22yw4undevd5gkw5wapert4	135	30	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	135	31	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	135	32	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	135	33	’	'	''
work_ooc22yw4undevd5gkw5wapert4	135	34	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	135	35	17	17	CD
work_ooc22yw4undevd5gkw5wapert4	135	36	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	135	37	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	135	38	.	.	.
work_ooc22yw4undevd5gkw5wapert4	136	1	Finally	finally	RB
work_ooc22yw4undevd5gkw5wapert4	136	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	136	3	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	136	4	categorized	categorize	VBD
work_ooc22yw4undevd5gkw5wapert4	136	5	22	22	CD
work_ooc22yw4undevd5gkw5wapert4	136	6	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	136	7	73.3	73.3	CD
work_ooc22yw4undevd5gkw5wapert4	136	8	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	136	9	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	136	10	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	136	11	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	136	12	directly	directly	RB
work_ooc22yw4undevd5gkw5wapert4	136	13	referring	refer	VBG
work_ooc22yw4undevd5gkw5wapert4	136	14	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	136	15	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	136	16	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	136	17	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	136	18	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	136	19	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	136	20	’	'	''
work_ooc22yw4undevd5gkw5wapert4	136	21	,	,	,
work_ooc22yw4undevd5gkw5wapert4	136	22	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	136	23	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	136	24	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	136	25	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	136	26	’	'	''
work_ooc22yw4undevd5gkw5wapert4	136	27	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	136	28	3.3	3.3	CD
work_ooc22yw4undevd5gkw5wapert4	136	29	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	136	30	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	136	31	,	,	,
work_ooc22yw4undevd5gkw5wapert4	136	32	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	136	33	7	7	CD
work_ooc22yw4undevd5gkw5wapert4	136	34	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	136	35	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	136	36	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	136	37	’	'	''
work_ooc22yw4undevd5gkw5wapert4	136	38	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	136	39	23.3	23.3	CD
work_ooc22yw4undevd5gkw5wapert4	136	40	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	136	41	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	136	42	.	.	.
work_ooc22yw4undevd5gkw5wapert4	137	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	137	2	sum	sum	NN
work_ooc22yw4undevd5gkw5wapert4	137	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	137	4	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	137	5	all	all	DT
work_ooc22yw4undevd5gkw5wapert4	137	6	83	83	CD
work_ooc22yw4undevd5gkw5wapert4	137	7	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	137	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	137	9	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	137	10	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	137	11	38	38	CD
work_ooc22yw4undevd5gkw5wapert4	137	12	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	137	13	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	137	14	same	same	JJ
work_ooc22yw4undevd5gkw5wapert4	137	15	way	way	NN
work_ooc22yw4undevd5gkw5wapert4	137	16	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	137	17	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	137	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	137	19	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	137	20	presents	present	VBZ
work_ooc22yw4undevd5gkw5wapert4	137	21	46	46	CD
work_ooc22yw4undevd5gkw5wapert4	137	22	%	%	NN
work_ooc22yw4undevd5gkw5wapert4	137	23	agreement	agreement	NN
work_ooc22yw4undevd5gkw5wapert4	137	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	138	1	Figure	figure	NN
work_ooc22yw4undevd5gkw5wapert4	138	2	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	138	3	:	:	:
work_ooc22yw4undevd5gkw5wapert4	138	4	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	138	5	’s	’s	POS
work_ooc22yw4undevd5gkw5wapert4	138	6	classification	classification	NN
work_ooc22yw4undevd5gkw5wapert4	138	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	138	8	all	all	DT
work_ooc22yw4undevd5gkw5wapert4	138	9	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	138	10	referring	refer	VBG
work_ooc22yw4undevd5gkw5wapert4	138	11	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	138	12	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	138	13	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	138	14	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	138	15	comparison	comparison	NN
work_ooc22yw4undevd5gkw5wapert4	138	16	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	138	17	manual	manual	JJ
work_ooc22yw4undevd5gkw5wapert4	138	18	classification	classification	NN
work_ooc22yw4undevd5gkw5wapert4	138	19	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	138	20	Source	source	NN
work_ooc22yw4undevd5gkw5wapert4	138	21	:	:	:
work_ooc22yw4undevd5gkw5wapert4	138	22	Own	Own	NNP
work_ooc22yw4undevd5gkw5wapert4	138	23	Illustration	illustration	NN
work_ooc22yw4undevd5gkw5wapert4	138	24	,	,	,
work_ooc22yw4undevd5gkw5wapert4	138	25	2018	2018	CD
work_ooc22yw4undevd5gkw5wapert4	138	26	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	138	27	Reithmeier	Reithmeier	NNP
work_ooc22yw4undevd5gkw5wapert4	138	28	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	138	29	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	138	30	91	91	CD
work_ooc22yw4undevd5gkw5wapert4	138	31	With	with	IN
work_ooc22yw4undevd5gkw5wapert4	138	32	41	41	CD
work_ooc22yw4undevd5gkw5wapert4	138	33	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	138	34	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	138	35	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	138	36	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	138	37	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	138	38	’	'	''
work_ooc22yw4undevd5gkw5wapert4	138	39	,	,	,
work_ooc22yw4undevd5gkw5wapert4	138	40	9	9	CD
work_ooc22yw4undevd5gkw5wapert4	138	41	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	138	42	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	138	43	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	138	44	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	138	45	’	'	''
work_ooc22yw4undevd5gkw5wapert4	138	46	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	138	47	3	3	CD
work_ooc22yw4undevd5gkw5wapert4	138	48	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	138	49	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	138	50	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	138	51	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	138	52	’	'	''
work_ooc22yw4undevd5gkw5wapert4	138	53	,	,	,
work_ooc22yw4undevd5gkw5wapert4	138	54	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	138	55	leaves	leave	VBZ
work_ooc22yw4undevd5gkw5wapert4	138	56	us	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	138	57	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	138	58	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	138	59	few	few	JJ
work_ooc22yw4undevd5gkw5wapert4	138	60	meaningful	meaningful	JJ
work_ooc22yw4undevd5gkw5wapert4	138	61	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	138	62	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	138	63	space	space	NN
work_ooc22yw4undevd5gkw5wapert4	138	64	.	.	.
work_ooc22yw4undevd5gkw5wapert4	139	1	A	a	DT
work_ooc22yw4undevd5gkw5wapert4	139	2	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	139	3	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	139	4	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	139	5	reference	reference	NN
work_ooc22yw4undevd5gkw5wapert4	139	6	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	139	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	139	8	free	free	JJ
work_ooc22yw4undevd5gkw5wapert4	139	9	art	art	NN
work_ooc22yw4undevd5gkw5wapert4	139	10	exhibition	exhibition	NN
work_ooc22yw4undevd5gkw5wapert4	139	11	at	at	IN
work_ooc22yw4undevd5gkw5wapert4	139	12	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	139	13	adult	adult	NN
work_ooc22yw4undevd5gkw5wapert4	139	14	education	education	NN
work_ooc22yw4undevd5gkw5wapert4	139	15	centre	centre	NN
work_ooc22yw4undevd5gkw5wapert4	139	16	suggests	suggest	VBZ
work_ooc22yw4undevd5gkw5wapert4	139	17	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	139	18	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	139	19	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	139	20	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	139	21	place	place	NN
work_ooc22yw4undevd5gkw5wapert4	139	22	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	139	23	culture	culture	NN
work_ooc22yw4undevd5gkw5wapert4	139	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	140	1	Another	another	DT
work_ooc22yw4undevd5gkw5wapert4	140	2	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	140	3	refers	refer	VBZ
work_ooc22yw4undevd5gkw5wapert4	140	4	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	140	5	improvement	improvement	NN
work_ooc22yw4undevd5gkw5wapert4	140	6	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	140	7	kerbs	kerbs	NNP
work_ooc22yw4undevd5gkw5wapert4	140	8	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	140	9	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	140	10	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	140	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	140	12	suggesting	suggest	VBG
work_ooc22yw4undevd5gkw5wapert4	140	13	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	140	14	transport	transport	NN
work_ooc22yw4undevd5gkw5wapert4	140	15	issues	issue	NNS
work_ooc22yw4undevd5gkw5wapert4	140	16	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	140	17	being	be	VBG
work_ooc22yw4undevd5gkw5wapert4	140	18	dealt	deal	VBN
work_ooc22yw4undevd5gkw5wapert4	140	19	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	140	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	141	1	Tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	141	2	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	141	3	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	141	4	users	user	NNS
work_ooc22yw4undevd5gkw5wapert4	141	5	expressed	express	VBD
work_ooc22yw4undevd5gkw5wapert4	141	6	their	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	141	7	joy	joy	NN
work_ooc22yw4undevd5gkw5wapert4	141	8	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	141	9	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	141	10	skyline	skyline	NN
work_ooc22yw4undevd5gkw5wapert4	141	11	give	give	VBP
work_ooc22yw4undevd5gkw5wapert4	141	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	141	13	impression	impression	NN
work_ooc22yw4undevd5gkw5wapert4	141	14	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	141	15	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	141	16	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	141	17	perceived	perceive	VBN
work_ooc22yw4undevd5gkw5wapert4	141	18	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	141	19	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	141	20	beautiful	beautiful	JJ
work_ooc22yw4undevd5gkw5wapert4	141	21	place	place	NN
work_ooc22yw4undevd5gkw5wapert4	141	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	142	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	142	2	classifications	classification	NNS
work_ooc22yw4undevd5gkw5wapert4	142	3	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	142	4	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	142	5	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	142	6	’	'	''
work_ooc22yw4undevd5gkw5wapert4	142	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	142	8	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	142	9	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	142	10	’	'	''
work_ooc22yw4undevd5gkw5wapert4	142	11	gave	give	VBD
work_ooc22yw4undevd5gkw5wapert4	142	12	us	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	142	13	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	142	14	insight	insight	NN
work_ooc22yw4undevd5gkw5wapert4	142	15	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	142	16	some	some	DT
work_ooc22yw4undevd5gkw5wapert4	142	17	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	142	18	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	142	19	weaknesses	weakness	NNS
work_ooc22yw4undevd5gkw5wapert4	142	20	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	142	21	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	142	22	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	142	23	applications	application	NNS
work_ooc22yw4undevd5gkw5wapert4	142	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	143	1	As	as	IN
work_ooc22yw4undevd5gkw5wapert4	143	2	Thelwell	Thelwell	NNP
work_ooc22yw4undevd5gkw5wapert4	143	3	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	143	4	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	143	5	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	143	6	has	have	VBZ
work_ooc22yw4undevd5gkw5wapert4	143	7	already	already	RB
work_ooc22yw4undevd5gkw5wapert4	143	8	pointed	point	VBN
work_ooc22yw4undevd5gkw5wapert4	143	9	out	out	RP
work_ooc22yw4undevd5gkw5wapert4	143	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	143	11	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	143	12	has	have	VBZ
work_ooc22yw4undevd5gkw5wapert4	143	13	difficulties	difficulty	NNS
work_ooc22yw4undevd5gkw5wapert4	143	14	detecting	detect	VBG
work_ooc22yw4undevd5gkw5wapert4	143	15	sarcastic	sarcastic	JJ
work_ooc22yw4undevd5gkw5wapert4	143	16	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	143	17	ironic	ironic	JJ
work_ooc22yw4undevd5gkw5wapert4	143	18	content	content	NN
work_ooc22yw4undevd5gkw5wapert4	143	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	143	20	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	143	21	political	political	JJ
work_ooc22yw4undevd5gkw5wapert4	143	22	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	143	23	controversial	controversial	JJ
work_ooc22yw4undevd5gkw5wapert4	143	24	comments	comment	NNS
work_ooc22yw4undevd5gkw5wapert4	143	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	144	1	Consequently	consequently	RB
work_ooc22yw4undevd5gkw5wapert4	144	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	144	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	144	4	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	144	5	will	will	MD
work_ooc22yw4undevd5gkw5wapert4	144	6	have	have	VB
work_ooc22yw4undevd5gkw5wapert4	144	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	144	8	lower	low	JJR
work_ooc22yw4undevd5gkw5wapert4	144	9	accuracy	accuracy	NN
work_ooc22yw4undevd5gkw5wapert4	144	10	when	when	WRB
work_ooc22yw4undevd5gkw5wapert4	144	11	applied	apply	VBN
work_ooc22yw4undevd5gkw5wapert4	144	12	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	144	13	datasets	dataset	NNS
work_ooc22yw4undevd5gkw5wapert4	144	14	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	144	15	include	include	VBP
work_ooc22yw4undevd5gkw5wapert4	144	16	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	144	17	large	large	JJ
work_ooc22yw4undevd5gkw5wapert4	144	18	number	number	NN
work_ooc22yw4undevd5gkw5wapert4	144	19	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	144	20	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	144	21	comments	comment	NNS
work_ooc22yw4undevd5gkw5wapert4	144	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	145	1	Some	some	DT
work_ooc22yw4undevd5gkw5wapert4	145	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	145	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	145	4	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	145	5	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	145	6	collected	collect	VBD
work_ooc22yw4undevd5gkw5wapert4	145	7	fall	fall	VBP
work_ooc22yw4undevd5gkw5wapert4	145	8	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	145	9	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	145	10	category	category	NN
work_ooc22yw4undevd5gkw5wapert4	145	11	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	145	12	see	see	VB
work_ooc22yw4undevd5gkw5wapert4	145	13	Figure	Figure	NNP
work_ooc22yw4undevd5gkw5wapert4	145	14	2	2	CD
work_ooc22yw4undevd5gkw5wapert4	145	15	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	145	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	146	1	Figure	figure	NN
work_ooc22yw4undevd5gkw5wapert4	146	2	2	2	CD
work_ooc22yw4undevd5gkw5wapert4	146	3	:	:	:
work_ooc22yw4undevd5gkw5wapert4	146	4	Ironic	ironic	JJ
work_ooc22yw4undevd5gkw5wapert4	146	5	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	146	6	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	146	7	photo	photo	NN
work_ooc22yw4undevd5gkw5wapert4	146	8	attached	attach	VBN
work_ooc22yw4undevd5gkw5wapert4	146	9	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	146	10	Source	source	NN
work_ooc22yw4undevd5gkw5wapert4	146	11	:	:	:
work_ooc22yw4undevd5gkw5wapert4	146	12	https://twitter.com/_blickwinkel_/status/919633264083636224	https://twitter.com/_blickwinkel_/status/919633264083636224	LS
work_ooc22yw4undevd5gkw5wapert4	146	13	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	146	14	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	146	15	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	146	16	translates	translate	VBZ
work_ooc22yw4undevd5gkw5wapert4	146	17	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	146	18	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	146	19	How	how	WRB
work_ooc22yw4undevd5gkw5wapert4	146	20	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	146	21	anyone	anyone	NN
work_ooc22yw4undevd5gkw5wapert4	146	22	live	live	VB
work_ooc22yw4undevd5gkw5wapert4	146	23	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	146	24	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	146	25	big	big	JJ
work_ooc22yw4undevd5gkw5wapert4	146	26	city	city	NN
work_ooc22yw4undevd5gkw5wapert4	146	27	,	,	,
work_ooc22yw4undevd5gkw5wapert4	146	28	so	so	RB
work_ooc22yw4undevd5gkw5wapert4	146	29	ugly	ugly	JJ
work_ooc22yw4undevd5gkw5wapert4	146	30	’	'	''
work_ooc22yw4undevd5gkw5wapert4	146	31	,	,	,
work_ooc22yw4undevd5gkw5wapert4	146	32	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	146	33	given	give	VBD
work_ooc22yw4undevd5gkw5wapert4	146	34	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	146	35	emoticons	emoticon	NNS
work_ooc22yw4undevd5gkw5wapert4	146	36	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	146	37	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	146	38	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	146	39	photos	photo	NNS
work_ooc22yw4undevd5gkw5wapert4	146	40	attached	attach	VBN
work_ooc22yw4undevd5gkw5wapert4	146	41	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	146	42	clearly	clearly	RB
work_ooc22yw4undevd5gkw5wapert4	146	43	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	146	44	ironic	ironic	JJ
work_ooc22yw4undevd5gkw5wapert4	146	45	statement	statement	NN
work_ooc22yw4undevd5gkw5wapert4	146	46	.	.	.
work_ooc22yw4undevd5gkw5wapert4	147	1	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	147	2	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	147	3	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	147	4	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	147	5	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	147	6	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	147	7	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	147	8	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	147	9	’	'	''
work_ooc22yw4undevd5gkw5wapert4	147	10	.	.	.
work_ooc22yw4undevd5gkw5wapert4	148	1	Another	another	DT
work_ooc22yw4undevd5gkw5wapert4	148	2	problem	problem	NN
work_ooc22yw4undevd5gkw5wapert4	148	3	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	148	4	faced	face	VBD
work_ooc22yw4undevd5gkw5wapert4	148	5	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	148	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	148	7	evaluation	evaluation	NN
work_ooc22yw4undevd5gkw5wapert4	148	8	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	148	9	nouns	noun	NNS
work_ooc22yw4undevd5gkw5wapert4	148	10	.	.	.
work_ooc22yw4undevd5gkw5wapert4	149	1	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	149	2	did	do	VBD
work_ooc22yw4undevd5gkw5wapert4	149	3	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	149	4	rate	rate	VB
work_ooc22yw4undevd5gkw5wapert4	149	5	any	any	DT
work_ooc22yw4undevd5gkw5wapert4	149	6	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	149	7	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	149	8	nouns	noun	NNS
work_ooc22yw4undevd5gkw5wapert4	149	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	149	10	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	149	11	nouns	noun	NNS
work_ooc22yw4undevd5gkw5wapert4	149	12	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	149	13	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	149	14	convey	convey	VB
work_ooc22yw4undevd5gkw5wapert4	149	15	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	149	16	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	149	17	point	point	NN
work_ooc22yw4undevd5gkw5wapert4	149	18	towards	towards	IN
work_ooc22yw4undevd5gkw5wapert4	149	19	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	149	20	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	149	21	opinion	opinion	NN
work_ooc22yw4undevd5gkw5wapert4	149	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	150	1	For	for	IN
work_ooc22yw4undevd5gkw5wapert4	150	2	example	example	NN
work_ooc22yw4undevd5gkw5wapert4	150	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	150	4	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	150	5	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	150	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	150	7	nouns	noun	NNS
work_ooc22yw4undevd5gkw5wapert4	150	8	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	150	9	Tötungsdelikt	Tötungsdelikt	NNP
work_ooc22yw4undevd5gkw5wapert4	150	10	’	'	''
work_ooc22yw4undevd5gkw5wapert4	150	11	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	150	12	homicide	homicide	NN
work_ooc22yw4undevd5gkw5wapert4	150	13	offence	offence	NN
work_ooc22yw4undevd5gkw5wapert4	150	14	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	150	15	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	150	16	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	150	17	Überfall	Überfall	NNP
work_ooc22yw4undevd5gkw5wapert4	150	18	’	'	''
work_ooc22yw4undevd5gkw5wapert4	150	19	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	150	20	robbery	robbery	NN
work_ooc22yw4undevd5gkw5wapert4	150	21	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	150	22	were	be	VBD
work_ooc22yw4undevd5gkw5wapert4	150	23	rated	rate	VBN
work_ooc22yw4undevd5gkw5wapert4	150	24	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	150	25	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	150	26	’	'	''
work_ooc22yw4undevd5gkw5wapert4	150	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	151	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	151	2	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	151	3	had	have	VBD
work_ooc22yw4undevd5gkw5wapert4	151	4	two	two	CD
work_ooc22yw4undevd5gkw5wapert4	151	5	cases	case	NNS
work_ooc22yw4undevd5gkw5wapert4	151	6	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	151	7	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	151	8	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	151	9	rated	rate	VBD
work_ooc22yw4undevd5gkw5wapert4	151	10	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	151	11	#	#	NNP
work_ooc22yw4undevd5gkw5wapert4	151	12	Germany	Germany	NNP
work_ooc22yw4undevd5gkw5wapert4	151	13	’	'	''
work_ooc22yw4undevd5gkw5wapert4	151	14	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	151	15	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	151	16	#	#	$
work_ooc22yw4undevd5gkw5wapert4	151	17	GermanDAX	GermanDAX	.
work_ooc22yw4undevd5gkw5wapert4	151	18	’	'	''
work_ooc22yw4undevd5gkw5wapert4	151	19	as	as	RB
work_ooc22yw4undevd5gkw5wapert4	151	20	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	151	21	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	151	22	-2	-2	,
work_ooc22yw4undevd5gkw5wapert4	151	23	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	151	24	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	151	25	no	no	DT
work_ooc22yw4undevd5gkw5wapert4	151	26	comprehensible	comprehensible	JJ
work_ooc22yw4undevd5gkw5wapert4	151	27	reason	reason	NN
work_ooc22yw4undevd5gkw5wapert4	151	28	,	,	,
work_ooc22yw4undevd5gkw5wapert4	151	29	because	because	IN
work_ooc22yw4undevd5gkw5wapert4	151	30	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	151	31	content	content	NN
work_ooc22yw4undevd5gkw5wapert4	151	32	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	151	33	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	151	34	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	151	35	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	151	36	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	151	37	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	151	38	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	151	39	any	any	DT
work_ooc22yw4undevd5gkw5wapert4	151	40	way	way	NN
work_ooc22yw4undevd5gkw5wapert4	151	41	.	.	.
work_ooc22yw4undevd5gkw5wapert4	152	1	Dialect	dialect	VB
work_ooc22yw4undevd5gkw5wapert4	152	2	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	152	3	colloquial	colloquial	JJ
work_ooc22yw4undevd5gkw5wapert4	152	4	language	language	NN
work_ooc22yw4undevd5gkw5wapert4	152	5	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	152	6	posed	pose	VBD
work_ooc22yw4undevd5gkw5wapert4	152	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	152	8	problem	problem	NN
work_ooc22yw4undevd5gkw5wapert4	152	9	.	.	.
work_ooc22yw4undevd5gkw5wapert4	153	1	A	a	DT
work_ooc22yw4undevd5gkw5wapert4	153	2	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	153	3	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	153	4	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	153	5	word	word	NN
work_ooc22yw4undevd5gkw5wapert4	153	6	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	153	7	Morsche	Morsche	NNP
work_ooc22yw4undevd5gkw5wapert4	153	8	’	'	''
work_ooc22yw4undevd5gkw5wapert4	153	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	153	10	meaning	mean	VBG
work_ooc22yw4undevd5gkw5wapert4	153	11	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	153	12	good	good	JJ
work_ooc22yw4undevd5gkw5wapert4	153	13	morning	morning	NN
work_ooc22yw4undevd5gkw5wapert4	153	14	’	'	''
work_ooc22yw4undevd5gkw5wapert4	153	15	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	153	16	Hessian	Hessian	NNP
work_ooc22yw4undevd5gkw5wapert4	153	17	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	153	18	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	153	19	rotten	rotten	JJ
work_ooc22yw4undevd5gkw5wapert4	153	20	’	'	''
work_ooc22yw4undevd5gkw5wapert4	153	21	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	153	22	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	153	23	brittle	brittle	JJ
work_ooc22yw4undevd5gkw5wapert4	153	24	’	'	''
work_ooc22yw4undevd5gkw5wapert4	153	25	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	153	26	German	German	NNP
work_ooc22yw4undevd5gkw5wapert4	153	27	,	,	,
work_ooc22yw4undevd5gkw5wapert4	153	28	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	153	29	rated	rate	VBN
work_ooc22yw4undevd5gkw5wapert4	153	30	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	153	31	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	153	32	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	153	33	’	'	''
work_ooc22yw4undevd5gkw5wapert4	153	34	.	.	.
work_ooc22yw4undevd5gkw5wapert4	154	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	154	2	another	another	DT
work_ooc22yw4undevd5gkw5wapert4	154	3	example	example	NN
work_ooc22yw4undevd5gkw5wapert4	154	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	154	5	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	154	6	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	154	7	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	154	8	identify	identify	VB
work_ooc22yw4undevd5gkw5wapert4	154	9	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	154	10	#	#	NNP
work_ooc22yw4undevd5gkw5wapert4	154	11	dopeshit	dopeshit	NNP
work_ooc22yw4undevd5gkw5wapert4	154	12	’	'	''
work_ooc22yw4undevd5gkw5wapert4	154	13	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	154	14	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	154	15	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	154	16	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	154	17	due	due	JJ
work_ooc22yw4undevd5gkw5wapert4	154	18	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	154	19	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	154	20	being	be	VBG
work_ooc22yw4undevd5gkw5wapert4	154	21	colloquial	colloquial	JJ
work_ooc22yw4undevd5gkw5wapert4	154	22	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	154	23	see	see	VB
work_ooc22yw4undevd5gkw5wapert4	154	24	Figure	Figure	NNP
work_ooc22yw4undevd5gkw5wapert4	154	25	3	3	CD
work_ooc22yw4undevd5gkw5wapert4	154	26	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	154	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	155	1	https://twitter.com/_blickwinkel_/status/919633264083636224	https://twitter.com/_blickwinkel_/status/919633264083636224	NFP
work_ooc22yw4undevd5gkw5wapert4	155	2	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	155	3	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	155	4	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	155	5	92	92	CD
work_ooc22yw4undevd5gkw5wapert4	155	6	Figure	figure	NN
work_ooc22yw4undevd5gkw5wapert4	155	7	3	3	CD
work_ooc22yw4undevd5gkw5wapert4	155	8	:	:	:
work_ooc22yw4undevd5gkw5wapert4	155	9	Tweet	Tweet	NNP
work_ooc22yw4undevd5gkw5wapert4	155	10	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	155	11	colloquial	colloquial	JJ
work_ooc22yw4undevd5gkw5wapert4	155	12	language	language	NN
work_ooc22yw4undevd5gkw5wapert4	155	13	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	155	14	Source	source	NN
work_ooc22yw4undevd5gkw5wapert4	155	15	:	:	:
work_ooc22yw4undevd5gkw5wapert4	155	16	https://twitter.com/DjMenelik/status/919218251971772416	https://twitter.com/djmenelik/status/919218251971772416	LS
work_ooc22yw4undevd5gkw5wapert4	155	17	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	155	18	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	155	19	fact	fact	NN
work_ooc22yw4undevd5gkw5wapert4	155	20	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	155	21	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	155	22	overwhelming	overwhelming	JJ
work_ooc22yw4undevd5gkw5wapert4	155	23	majority	majority	NN
work_ooc22yw4undevd5gkw5wapert4	155	24	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	155	25	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	155	26	were	be	VBD
work_ooc22yw4undevd5gkw5wapert4	155	27	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	155	28	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	155	29	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	155	30	ascribed	ascribe	VBN
work_ooc22yw4undevd5gkw5wapert4	155	31	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	155	32	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	155	33	fact	fact	NN
work_ooc22yw4undevd5gkw5wapert4	155	34	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	155	35	they	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	155	36	contained	contain	VBD
work_ooc22yw4undevd5gkw5wapert4	155	37	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	155	38	picture	picture	NN
work_ooc22yw4undevd5gkw5wapert4	155	39	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	155	40	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	155	41	link	link	NN
work_ooc22yw4undevd5gkw5wapert4	155	42	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	155	43	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	155	44	picture	picture	NN
work_ooc22yw4undevd5gkw5wapert4	155	45	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	155	46	Instagram	Instagram	NNP
work_ooc22yw4undevd5gkw5wapert4	155	47	,	,	,
work_ooc22yw4undevd5gkw5wapert4	155	48	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	155	49	photo	photo	NN
work_ooc22yw4undevd5gkw5wapert4	155	50	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	155	51	sharing	share	VBG
work_ooc22yw4undevd5gkw5wapert4	155	52	application	application	NN
work_ooc22yw4undevd5gkw5wapert4	155	53	.	.	.
work_ooc22yw4undevd5gkw5wapert4	156	1	Although	although	IN
work_ooc22yw4undevd5gkw5wapert4	156	2	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	156	3	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	156	4	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	156	5	often	often	RB
work_ooc22yw4undevd5gkw5wapert4	156	6	linked	link	VBN
work_ooc22yw4undevd5gkw5wapert4	156	7	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	156	8	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	156	9	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	156	10	place	place	NN
work_ooc22yw4undevd5gkw5wapert4	156	11	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	156	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	156	13	picture	picture	NN
work_ooc22yw4undevd5gkw5wapert4	156	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	156	15	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	156	16	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	156	17	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	156	18	able	able	JJ
work_ooc22yw4undevd5gkw5wapert4	156	19	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	156	20	analyse	analyse	VB
work_ooc22yw4undevd5gkw5wapert4	156	21	pictures	picture	NNS
work_ooc22yw4undevd5gkw5wapert4	156	22	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	156	23	videos	video	NNS
work_ooc22yw4undevd5gkw5wapert4	156	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	157	1	For	for	IN
work_ooc22yw4undevd5gkw5wapert4	157	2	example	example	NN
work_ooc22yw4undevd5gkw5wapert4	157	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	157	4	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	157	5	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	157	6	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	157	7	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	157	8	picture	picture	NN
work_ooc22yw4undevd5gkw5wapert4	157	9	tagged	tag	VBN
work_ooc22yw4undevd5gkw5wapert4	157	10	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	157	11	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	157	12	#	#	JJS
work_ooc22yw4undevd5gkw5wapert4	157	13	frankfurtliebe	frankfurtliebe	NN
work_ooc22yw4undevd5gkw5wapert4	157	14	’	'	''
work_ooc22yw4undevd5gkw5wapert4	157	15	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	157	16	#	#	$
work_ooc22yw4undevd5gkw5wapert4	157	17	FrankfurtLove	FrankfurtLove	NNP
work_ooc22yw4undevd5gkw5wapert4	157	18	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	157	19	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	157	20	rated	rate	VBN
work_ooc22yw4undevd5gkw5wapert4	157	21	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	157	22	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	157	23	,	,	,
work_ooc22yw4undevd5gkw5wapert4	157	24	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	157	25	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	157	26	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	157	27	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	157	28	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	157	29	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	157	30	picture	picture	NN
work_ooc22yw4undevd5gkw5wapert4	157	31	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	157	32	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	157	33	words	word	NNS
work_ooc22yw4undevd5gkw5wapert4	157	34	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	157	35	nett	nett	NNP
work_ooc22yw4undevd5gkw5wapert4	157	36	da	da	NNP
work_ooc22yw4undevd5gkw5wapert4	157	37	’	'	''
work_ooc22yw4undevd5gkw5wapert4	157	38	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	157	39	nice	nice	JJ
work_ooc22yw4undevd5gkw5wapert4	157	40	here	here	RB
work_ooc22yw4undevd5gkw5wapert4	157	41	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	157	42	.	.	.
work_ooc22yw4undevd5gkw5wapert4	158	1	Our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	158	2	own	own	JJ
work_ooc22yw4undevd5gkw5wapert4	158	3	manual	manual	JJ
work_ooc22yw4undevd5gkw5wapert4	158	4	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	158	5	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	158	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	158	7	material	material	NN
work_ooc22yw4undevd5gkw5wapert4	158	8	results	result	NNS
work_ooc22yw4undevd5gkw5wapert4	158	9	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	158	10	more	more	RBR
work_ooc22yw4undevd5gkw5wapert4	158	11	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	158	12	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	158	13	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	158	14	space	space	NN
work_ooc22yw4undevd5gkw5wapert4	158	15	,	,	,
work_ooc22yw4undevd5gkw5wapert4	158	16	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	158	17	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	158	18	identified	identify	VBD
work_ooc22yw4undevd5gkw5wapert4	158	19	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	158	20	significantly	significantly	RB
work_ooc22yw4undevd5gkw5wapert4	158	21	higher	high	JJR
work_ooc22yw4undevd5gkw5wapert4	158	22	number	number	NN
work_ooc22yw4undevd5gkw5wapert4	158	23	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	158	24	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	158	25	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	158	26	than	than	IN
work_ooc22yw4undevd5gkw5wapert4	158	27	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	158	28	.	.	.
work_ooc22yw4undevd5gkw5wapert4	159	1	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	159	2	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	159	3	classified	classify	VBD
work_ooc22yw4undevd5gkw5wapert4	159	4	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	159	5	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	159	6	praising	praise	VBG
work_ooc22yw4undevd5gkw5wapert4	159	7	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	159	8	improved	improved	JJ
work_ooc22yw4undevd5gkw5wapert4	159	9	kerbs	kerbs	NN
work_ooc22yw4undevd5gkw5wapert4	159	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	159	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	159	12	art	art	NN
work_ooc22yw4undevd5gkw5wapert4	159	13	exhibition	exhibition	NN
work_ooc22yw4undevd5gkw5wapert4	159	14	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	159	15	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	159	16	skyline	skyline	NN
work_ooc22yw4undevd5gkw5wapert4	159	17	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	159	18	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	159	19	.	.	.
work_ooc22yw4undevd5gkw5wapert4	160	1	There	there	EX
work_ooc22yw4undevd5gkw5wapert4	160	2	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	160	3	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	160	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	160	5	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	160	6	deliberately	deliberately	RB
work_ooc22yw4undevd5gkw5wapert4	160	7	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	160	8	vocabulary	vocabulary	NN
work_ooc22yw4undevd5gkw5wapert4	160	9	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	160	10	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	160	11	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	160	12	praise	praise	VB
work_ooc22yw4undevd5gkw5wapert4	160	13	food	food	NN
work_ooc22yw4undevd5gkw5wapert4	160	14	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	160	15	restaurants	restaurant	NNS
work_ooc22yw4undevd5gkw5wapert4	160	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	160	17	suggesting	suggest	VBG
work_ooc22yw4undevd5gkw5wapert4	160	18	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	160	19	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	160	20	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	160	21	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	160	22	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	160	23	good	good	JJ
work_ooc22yw4undevd5gkw5wapert4	160	24	place	place	NN
work_ooc22yw4undevd5gkw5wapert4	160	25	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	160	26	eat	eat	VB
work_ooc22yw4undevd5gkw5wapert4	160	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	161	1	Even	even	RB
work_ooc22yw4undevd5gkw5wapert4	161	2	though	though	IN
work_ooc22yw4undevd5gkw5wapert4	161	3	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	161	4	descriptive	descriptive	JJ
work_ooc22yw4undevd5gkw5wapert4	161	5	adjectives	adjective	NNS
work_ooc22yw4undevd5gkw5wapert4	161	6	were	be	VBD
work_ooc22yw4undevd5gkw5wapert4	161	7	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	161	8	here	here	RB
work_ooc22yw4undevd5gkw5wapert4	161	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	161	10	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	161	11	rated	rate	VBD
work_ooc22yw4undevd5gkw5wapert4	161	12	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	161	13	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	161	14	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	161	15	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	161	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	162	1	A	a	DT
work_ooc22yw4undevd5gkw5wapert4	162	2	high	high	JJ
work_ooc22yw4undevd5gkw5wapert4	162	3	number	number	NN
work_ooc22yw4undevd5gkw5wapert4	162	4	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	162	5	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	162	6	contain	contain	VBP
work_ooc22yw4undevd5gkw5wapert4	162	7	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	162	8	image	image	NN
work_ooc22yw4undevd5gkw5wapert4	162	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	162	10	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	162	11	establishes	establish	VBZ
work_ooc22yw4undevd5gkw5wapert4	162	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	162	13	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	162	14	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	162	15	towards	towards	IN
work_ooc22yw4undevd5gkw5wapert4	162	16	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	162	17	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	162	18	place	place	NN
work_ooc22yw4undevd5gkw5wapert4	162	19	within	within	IN
work_ooc22yw4undevd5gkw5wapert4	162	20	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	162	21	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	162	22	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	162	23	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	162	24	skyline	skyline	NN
work_ooc22yw4undevd5gkw5wapert4	162	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	163	1	By	by	IN
work_ooc22yw4undevd5gkw5wapert4	163	2	contrast	contrast	NN
work_ooc22yw4undevd5gkw5wapert4	163	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	163	4	some	some	DT
work_ooc22yw4undevd5gkw5wapert4	163	5	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	163	6	contain	contain	VBP
work_ooc22yw4undevd5gkw5wapert4	163	7	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	163	8	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	163	9	.	.	.
work_ooc22yw4undevd5gkw5wapert4	164	1	For	for	IN
work_ooc22yw4undevd5gkw5wapert4	164	2	example	example	NN
work_ooc22yw4undevd5gkw5wapert4	164	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	164	4	regarding	regard	VBG
work_ooc22yw4undevd5gkw5wapert4	164	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	164	6	police	police	NN
work_ooc22yw4undevd5gkw5wapert4	164	7	asking	ask	VBG
work_ooc22yw4undevd5gkw5wapert4	164	8	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	164	9	assistance	assistance	NN
work_ooc22yw4undevd5gkw5wapert4	164	10	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	164	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	164	12	investigation	investigation	NN
work_ooc22yw4undevd5gkw5wapert4	164	13	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	164	14	crimes	crime	NNS
work_ooc22yw4undevd5gkw5wapert4	164	15	,	,	,
work_ooc22yw4undevd5gkw5wapert4	164	16	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	164	17	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	164	18	feeling	feeling	NN
work_ooc22yw4undevd5gkw5wapert4	164	19	arises	arise	VBZ
work_ooc22yw4undevd5gkw5wapert4	164	20	through	through	IN
work_ooc22yw4undevd5gkw5wapert4	164	21	associations	association	NNS
work_ooc22yw4undevd5gkw5wapert4	164	22	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	164	23	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	164	24	danger	danger	NN
work_ooc22yw4undevd5gkw5wapert4	164	25	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	164	26	violence	violence	NN
work_ooc22yw4undevd5gkw5wapert4	164	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	165	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	165	2	another	another	DT
work_ooc22yw4undevd5gkw5wapert4	165	3	tweet	tweet	NN
work_ooc22yw4undevd5gkw5wapert4	165	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	165	5	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	165	6	user	user	NN
work_ooc22yw4undevd5gkw5wapert4	165	7	expresses	express	VBZ
work_ooc22yw4undevd5gkw5wapert4	165	8	his	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	165	9	complaints	complaint	NNS
work_ooc22yw4undevd5gkw5wapert4	165	10	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	165	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	165	12	redesign	redesign	NN
work_ooc22yw4undevd5gkw5wapert4	165	13	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	165	14	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	165	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	166	1	Again	again	RB
work_ooc22yw4undevd5gkw5wapert4	166	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	166	3	there	there	EX
work_ooc22yw4undevd5gkw5wapert4	166	4	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	166	5	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	166	6	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	166	7	feeling	feeling	NN
work_ooc22yw4undevd5gkw5wapert4	166	8	through	through	IN
work_ooc22yw4undevd5gkw5wapert4	166	9	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	166	10	context	context	NN
work_ooc22yw4undevd5gkw5wapert4	166	11	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	166	12	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	166	13	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	166	14	word	word	NN
work_ooc22yw4undevd5gkw5wapert4	166	15	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	166	16	Gentrifizierung	Gentrifizierung	NNP
work_ooc22yw4undevd5gkw5wapert4	166	17	’	'	''
work_ooc22yw4undevd5gkw5wapert4	166	18	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	166	19	gentrification	gentrification	NN
work_ooc22yw4undevd5gkw5wapert4	166	20	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	166	21	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	166	22	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	166	23	,	,	,
work_ooc22yw4undevd5gkw5wapert4	166	24	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	166	25	context	context	NN
work_ooc22yw4undevd5gkw5wapert4	166	26	implying	imply	VBG
work_ooc22yw4undevd5gkw5wapert4	166	27	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	166	28	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	166	29	author	author	NN
work_ooc22yw4undevd5gkw5wapert4	166	30	disagrees	disagree	VBZ
work_ooc22yw4undevd5gkw5wapert4	166	31	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	166	32	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	166	33	transformation	transformation	NN
work_ooc22yw4undevd5gkw5wapert4	166	34	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	166	35	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	166	36	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	166	37	.	.	.
work_ooc22yw4undevd5gkw5wapert4	167	1	While	while	IN
work_ooc22yw4undevd5gkw5wapert4	167	2	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	167	3	rather	rather	RB
work_ooc22yw4undevd5gkw5wapert4	167	4	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	167	5	impression	impression	NN
work_ooc22yw4undevd5gkw5wapert4	167	6	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	167	7	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	167	8	emerges	emerge	NNS
work_ooc22yw4undevd5gkw5wapert4	167	9	after	after	IN
work_ooc22yw4undevd5gkw5wapert4	167	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	167	11	first	first	JJ
work_ooc22yw4undevd5gkw5wapert4	167	12	manual	manual	JJ
work_ooc22yw4undevd5gkw5wapert4	167	13	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	167	14	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	167	15	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	167	16	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	167	17	,	,	,
work_ooc22yw4undevd5gkw5wapert4	167	18	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	167	19	automated	automated	JJ
work_ooc22yw4undevd5gkw5wapert4	167	20	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	167	21	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	167	22	presents	present	VBZ
work_ooc22yw4undevd5gkw5wapert4	167	23	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	167	24	surprisingly	surprisingly	RB
work_ooc22yw4undevd5gkw5wapert4	167	25	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	167	26	picture	picture	NN
work_ooc22yw4undevd5gkw5wapert4	167	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	168	1	5	5	CD
work_ooc22yw4undevd5gkw5wapert4	168	2	Discussion	discussion	NN
work_ooc22yw4undevd5gkw5wapert4	168	3	:	:	:
work_ooc22yw4undevd5gkw5wapert4	168	4	Potentials	Potentials	NNPS
work_ooc22yw4undevd5gkw5wapert4	168	5	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	168	6	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	168	7	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	168	8	geographic	geographic	JJ
work_ooc22yw4undevd5gkw5wapert4	168	9	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	168	10	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	168	11	automatic	automatic	JJ
work_ooc22yw4undevd5gkw5wapert4	168	12	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	168	13	manual	manual	JJ
work_ooc22yw4undevd5gkw5wapert4	168	14	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	168	15	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	168	16	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	168	17	our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	168	18	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	168	19	gave	give	VBD
work_ooc22yw4undevd5gkw5wapert4	168	20	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	168	21	first	first	JJ
work_ooc22yw4undevd5gkw5wapert4	168	22	impression	impression	NN
work_ooc22yw4undevd5gkw5wapert4	168	23	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	168	24	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	168	25	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	168	26	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	168	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	169	1	By	by	IN
work_ooc22yw4undevd5gkw5wapert4	169	2	classifying	classify	VBG
work_ooc22yw4undevd5gkw5wapert4	169	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	169	4	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	169	5	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	169	6	neutral	neutral	JJ
work_ooc22yw4undevd5gkw5wapert4	169	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	169	8	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	169	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	169	10	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	169	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	169	12	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	169	13	helped	help	VBD
work_ooc22yw4undevd5gkw5wapert4	169	14	us	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	169	15	identify	identify	VB
work_ooc22yw4undevd5gkw5wapert4	169	16	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	169	17	variety	variety	NN
work_ooc22yw4undevd5gkw5wapert4	169	18	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	169	19	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	169	20	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	169	21	space	space	NN
work_ooc22yw4undevd5gkw5wapert4	169	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	170	1	Nonetheless	nonetheless	RB
work_ooc22yw4undevd5gkw5wapert4	170	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	170	3	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	170	4	encountered	encounter	VBD
work_ooc22yw4undevd5gkw5wapert4	170	5	some	some	DT
work_ooc22yw4undevd5gkw5wapert4	170	6	difficulties	difficulty	NNS
work_ooc22yw4undevd5gkw5wapert4	170	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	170	8	weaknesses	weakness	NNS
work_ooc22yw4undevd5gkw5wapert4	170	9	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	170	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	170	11	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	170	12	application	application	NN
work_ooc22yw4undevd5gkw5wapert4	170	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	171	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	171	2	desktop	desktop	NN
work_ooc22yw4undevd5gkw5wapert4	171	3	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	171	4	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	171	5	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	171	6	offers	offer	VBZ
work_ooc22yw4undevd5gkw5wapert4	171	7	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	171	8	adaptable	adaptable	JJ
work_ooc22yw4undevd5gkw5wapert4	171	9	lexicon	lexicon	NN
work_ooc22yw4undevd5gkw5wapert4	171	10	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	171	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	171	12	English	english	JJ
work_ooc22yw4undevd5gkw5wapert4	171	13	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	171	14	German	german	JJ
work_ooc22yw4undevd5gkw5wapert4	171	15	languages	language	NNS
work_ooc22yw4undevd5gkw5wapert4	171	16	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	171	17	will	will	MD
work_ooc22yw4undevd5gkw5wapert4	171	18	probably	probably	RB
work_ooc22yw4undevd5gkw5wapert4	171	19	solve	solve	VB
work_ooc22yw4undevd5gkw5wapert4	171	20	some	some	DT
work_ooc22yw4undevd5gkw5wapert4	171	21	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	171	22	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	171	23	issues	issue	NNS
work_ooc22yw4undevd5gkw5wapert4	171	24	involved	involve	VBN
work_ooc22yw4undevd5gkw5wapert4	171	25	,	,	,
work_ooc22yw4undevd5gkw5wapert4	171	26	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	171	27	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	171	28	how	how	WRB
work_ooc22yw4undevd5gkw5wapert4	171	29	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	171	30	judge	judge	VB
work_ooc22yw4undevd5gkw5wapert4	171	31	nouns	noun	NNS
work_ooc22yw4undevd5gkw5wapert4	171	32	,	,	,
work_ooc22yw4undevd5gkw5wapert4	171	33	exclamation	exclamation	NN
work_ooc22yw4undevd5gkw5wapert4	171	34	marks	mark	NNS
work_ooc22yw4undevd5gkw5wapert4	171	35	,	,	,
work_ooc22yw4undevd5gkw5wapert4	171	36	colloquial	colloquial	JJ
work_ooc22yw4undevd5gkw5wapert4	171	37	language	language	NN
work_ooc22yw4undevd5gkw5wapert4	171	38	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	171	39	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	171	40	adjectives	adjective	NNS
work_ooc22yw4undevd5gkw5wapert4	171	41	.	.	.
work_ooc22yw4undevd5gkw5wapert4	172	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	172	2	would	would	MD
work_ooc22yw4undevd5gkw5wapert4	172	3	involve	involve	VB
work_ooc22yw4undevd5gkw5wapert4	172	4	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	172	5	comprehensive	comprehensive	JJ
work_ooc22yw4undevd5gkw5wapert4	172	6	initial	initial	JJ
work_ooc22yw4undevd5gkw5wapert4	172	7	adaption	adaption	NN
work_ooc22yw4undevd5gkw5wapert4	172	8	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	172	9	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	172	10	program	program	NN
work_ooc22yw4undevd5gkw5wapert4	172	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	173	1	By	by	IN
work_ooc22yw4undevd5gkw5wapert4	173	2	modifying	modify	VBG
work_ooc22yw4undevd5gkw5wapert4	173	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	173	4	lexicon	lexicon	NN
work_ooc22yw4undevd5gkw5wapert4	173	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	173	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	173	7	evaluation	evaluation	NN
work_ooc22yw4undevd5gkw5wapert4	173	8	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	173	9	https://twitter.com/DjMenelik/status/919218251971772416	https://twitter.com/DjMenelik/status/919218251971772416	NNP
work_ooc22yw4undevd5gkw5wapert4	173	10	Reithmeier	Reithmeier	NNP
work_ooc22yw4undevd5gkw5wapert4	173	11	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	173	12	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	173	13	93	93	CD
work_ooc22yw4undevd5gkw5wapert4	173	14	nouns	noun	NNS
work_ooc22yw4undevd5gkw5wapert4	173	15	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	173	16	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	173	17	weighting	weighting	NN
work_ooc22yw4undevd5gkw5wapert4	173	18	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	173	19	adjectives	adjective	NNS
work_ooc22yw4undevd5gkw5wapert4	173	20	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	173	21	punctuation	punctuation	NN
work_ooc22yw4undevd5gkw5wapert4	173	22	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	173	23	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	173	24	improved	improve	VBN
work_ooc22yw4undevd5gkw5wapert4	173	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	174	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	174	2	possibility	possibility	NN
work_ooc22yw4undevd5gkw5wapert4	174	3	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	174	4	adapting	adapt	VBG
work_ooc22yw4undevd5gkw5wapert4	174	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	174	6	lexicon	lexicon	NN
work_ooc22yw4undevd5gkw5wapert4	174	7	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	174	8	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	174	9	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	174	10	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	174	11	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	174	12	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	174	13	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	174	14	lead	lead	VB
work_ooc22yw4undevd5gkw5wapert4	174	15	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	174	16	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	174	17	improvement	improvement	NN
work_ooc22yw4undevd5gkw5wapert4	174	18	.	.	.
work_ooc22yw4undevd5gkw5wapert4	175	1	However	however	RB
work_ooc22yw4undevd5gkw5wapert4	175	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	175	3	issues	issue	NNS
work_ooc22yw4undevd5gkw5wapert4	175	4	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	175	5	sarcastic	sarcastic	JJ
work_ooc22yw4undevd5gkw5wapert4	175	6	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	175	7	ironic	ironic	JJ
work_ooc22yw4undevd5gkw5wapert4	175	8	content	content	NN
work_ooc22yw4undevd5gkw5wapert4	175	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	175	10	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	175	11	consisting	consist	VBG
work_ooc22yw4undevd5gkw5wapert4	175	12	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	175	13	images	image	NNS
work_ooc22yw4undevd5gkw5wapert4	175	14	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	175	15	videos	video	NNS
work_ooc22yw4undevd5gkw5wapert4	175	16	will	will	MD
work_ooc22yw4undevd5gkw5wapert4	175	17	persist	persist	VB
work_ooc22yw4undevd5gkw5wapert4	175	18	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	175	19	Canhoto	Canhoto	NNP
work_ooc22yw4undevd5gkw5wapert4	175	20	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	175	21	Padmanabhan	Padmanabhan	NNP
work_ooc22yw4undevd5gkw5wapert4	175	22	,	,	,
work_ooc22yw4undevd5gkw5wapert4	175	23	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	175	24	;	;	:
work_ooc22yw4undevd5gkw5wapert4	175	25	Thelwall	Thelwall	NNP
work_ooc22yw4undevd5gkw5wapert4	175	26	,	,	,
work_ooc22yw4undevd5gkw5wapert4	175	27	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	175	28	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	175	29	.	.	.
work_ooc22yw4undevd5gkw5wapert4	176	1	It	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	176	2	should	should	MD
work_ooc22yw4undevd5gkw5wapert4	176	3	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	176	4	noted	note	VBN
work_ooc22yw4undevd5gkw5wapert4	176	5	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	176	6	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	176	7	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	176	8	make	make	VBP
work_ooc22yw4undevd5gkw5wapert4	176	9	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	176	10	classifications	classification	NNS
work_ooc22yw4undevd5gkw5wapert4	176	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	176	12	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	176	13	Lu	Lu	NNP
work_ooc22yw4undevd5gkw5wapert4	176	14	et	et	FW
work_ooc22yw4undevd5gkw5wapert4	176	15	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	176	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	177	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	177	2	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	177	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	177	4	have	have	VBP
work_ooc22yw4undevd5gkw5wapert4	177	5	pointed	point	VBN
work_ooc22yw4undevd5gkw5wapert4	177	6	out	out	RP
work_ooc22yw4undevd5gkw5wapert4	177	7	.	.	.
work_ooc22yw4undevd5gkw5wapert4	178	1	Pang	Pang	NNP
work_ooc22yw4undevd5gkw5wapert4	178	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	178	3	Lee	Lee	NNP
work_ooc22yw4undevd5gkw5wapert4	178	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	178	5	2008	2008	CD
work_ooc22yw4undevd5gkw5wapert4	178	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	178	7	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	178	8	note	note	VBP
work_ooc22yw4undevd5gkw5wapert4	178	9	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	178	10	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	178	11	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	178	12	subjectivity	subjectivity	NN
work_ooc22yw4undevd5gkw5wapert4	178	13	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	178	14	always	always	RB
work_ooc22yw4undevd5gkw5wapert4	178	15	context	context	NN
work_ooc22yw4undevd5gkw5wapert4	178	16	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	178	17	sensitive	sensitive	JJ
work_ooc22yw4undevd5gkw5wapert4	178	18	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	178	19	domain-	domain-	JJ
work_ooc22yw4undevd5gkw5wapert4	178	20	dependent	dependent	JJ
work_ooc22yw4undevd5gkw5wapert4	178	21	.	.	.
work_ooc22yw4undevd5gkw5wapert4	179	1	Whether	whether	IN
work_ooc22yw4undevd5gkw5wapert4	179	2	something	something	NN
work_ooc22yw4undevd5gkw5wapert4	179	3	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	179	4	labelled	label	VBN
work_ooc22yw4undevd5gkw5wapert4	179	5	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	179	6	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	179	7	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	179	8	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	179	9	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	179	10	consistent	consistent	JJ
work_ooc22yw4undevd5gkw5wapert4	179	11	across	across	IN
work_ooc22yw4undevd5gkw5wapert4	179	12	domains	domain	NNS
work_ooc22yw4undevd5gkw5wapert4	179	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	180	1	A	a	DT
work_ooc22yw4undevd5gkw5wapert4	180	2	further	further	JJ
work_ooc22yw4undevd5gkw5wapert4	180	3	problem	problem	NN
work_ooc22yw4undevd5gkw5wapert4	180	4	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	180	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	180	6	limit	limit	NN
work_ooc22yw4undevd5gkw5wapert4	180	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	180	8	100	100	CD
work_ooc22yw4undevd5gkw5wapert4	180	9	characters	character	NNS
work_ooc22yw4undevd5gkw5wapert4	180	10	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	180	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	180	12	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	180	13	version	version	NN
work_ooc22yw4undevd5gkw5wapert4	180	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	180	15	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	180	16	requires	require	VBZ
work_ooc22yw4undevd5gkw5wapert4	180	17	splitting	splitting	JJ
work_ooc22yw4undevd5gkw5wapert4	180	18	up	up	RP
work_ooc22yw4undevd5gkw5wapert4	180	19	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	180	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	180	21	since	since	IN
work_ooc22yw4undevd5gkw5wapert4	180	22	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	180	23	allows	allow	VBZ
work_ooc22yw4undevd5gkw5wapert4	180	24	up	up	IN
work_ooc22yw4undevd5gkw5wapert4	180	25	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	180	26	280	280	CD
work_ooc22yw4undevd5gkw5wapert4	180	27	characters	character	NNS
work_ooc22yw4undevd5gkw5wapert4	180	28	.	.	.
work_ooc22yw4undevd5gkw5wapert4	181	1	An	an	DT
work_ooc22yw4undevd5gkw5wapert4	181	2	extension	extension	NN
work_ooc22yw4undevd5gkw5wapert4	181	3	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	181	4	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	181	5	character	character	NN
work_ooc22yw4undevd5gkw5wapert4	181	6	limit	limit	NN
work_ooc22yw4undevd5gkw5wapert4	181	7	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	181	8	lead	lead	VB
work_ooc22yw4undevd5gkw5wapert4	181	9	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	181	10	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	181	11	more	more	RBR
work_ooc22yw4undevd5gkw5wapert4	181	12	accurate	accurate	JJ
work_ooc22yw4undevd5gkw5wapert4	181	13	classification	classification	NN
work_ooc22yw4undevd5gkw5wapert4	181	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	182	1	Evaluation	evaluation	NN
work_ooc22yw4undevd5gkw5wapert4	182	2	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	182	3	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	182	4	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	182	5	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	182	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	182	7	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	182	8	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	182	9	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	182	10	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	182	11	without	without	IN
work_ooc22yw4undevd5gkw5wapert4	182	12	programming	programming	NN
work_ooc22yw4undevd5gkw5wapert4	182	13	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	182	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	182	15	have	have	VBP
work_ooc22yw4undevd5gkw5wapert4	182	16	already	already	RB
work_ooc22yw4undevd5gkw5wapert4	182	17	been	be	VBN
work_ooc22yw4undevd5gkw5wapert4	182	18	developed	develop	VBN
work_ooc22yw4undevd5gkw5wapert4	182	19	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	182	20	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	182	21	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	182	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	183	1	However	however	RB
work_ooc22yw4undevd5gkw5wapert4	183	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	183	3	when	when	WRB
work_ooc22yw4undevd5gkw5wapert4	183	4	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	183	5	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	183	6	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	183	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	183	8	researchers	researcher	NNS
work_ooc22yw4undevd5gkw5wapert4	183	9	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	183	10	forced	force	VBN
work_ooc22yw4undevd5gkw5wapert4	183	11	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	183	12	accept	accept	VB
work_ooc22yw4undevd5gkw5wapert4	183	13	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	183	14	presets	preset	NNS
work_ooc22yw4undevd5gkw5wapert4	183	15	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	183	16	algorithms	algorithm	NNS
work_ooc22yw4undevd5gkw5wapert4	183	17	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	183	18	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	183	19	unknown	unknown	JJ
work_ooc22yw4undevd5gkw5wapert4	183	20	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	183	21	them	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	183	22	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	183	23	Canhoto	Canhoto	NNP
work_ooc22yw4undevd5gkw5wapert4	183	24	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	183	25	Padmanabhan	Padmanabhan	NNP
work_ooc22yw4undevd5gkw5wapert4	183	26	,	,	,
work_ooc22yw4undevd5gkw5wapert4	183	27	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	183	28	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	183	29	.	.	.
work_ooc22yw4undevd5gkw5wapert4	184	1	Our	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	184	2	manual	manual	JJ
work_ooc22yw4undevd5gkw5wapert4	184	3	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	184	4	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	184	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	184	6	classified	classify	VBN
work_ooc22yw4undevd5gkw5wapert4	184	7	data	data	NN
work_ooc22yw4undevd5gkw5wapert4	184	8	material	material	NN
work_ooc22yw4undevd5gkw5wapert4	184	9	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	184	10	reveals	reveal	VBZ
work_ooc22yw4undevd5gkw5wapert4	184	11	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	184	12	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	184	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	185	1	It	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	185	2	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	185	3	clear	clear	JJ
work_ooc22yw4undevd5gkw5wapert4	185	4	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	185	5	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	185	6	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	185	7	currently	currently	RB
work_ooc22yw4undevd5gkw5wapert4	185	8	undergoing	undergo	VBG
work_ooc22yw4undevd5gkw5wapert4	185	9	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	185	10	transformation	transformation	NN
work_ooc22yw4undevd5gkw5wapert4	185	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	185	12	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	185	13	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	185	14	changing	change	VBG
work_ooc22yw4undevd5gkw5wapert4	185	15	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	185	16	district	district	NN
work_ooc22yw4undevd5gkw5wapert4	185	17	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	185	18	only	only	RB
work_ooc22yw4undevd5gkw5wapert4	185	19	structurally	structurally	RB
work_ooc22yw4undevd5gkw5wapert4	185	20	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	185	21	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	185	22	according	accord	VBG
work_ooc22yw4undevd5gkw5wapert4	185	23	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	185	24	its	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	185	25	demographics	demographic	NNS
work_ooc22yw4undevd5gkw5wapert4	185	26	.	.	.
work_ooc22yw4undevd5gkw5wapert4	186	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	186	2	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	186	3	evident	evident	JJ
work_ooc22yw4undevd5gkw5wapert4	186	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	186	5	both	both	CC
work_ooc22yw4undevd5gkw5wapert4	186	6	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	186	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	186	8	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	186	9	contributions	contribution	NNS
work_ooc22yw4undevd5gkw5wapert4	186	10	.	.	.
work_ooc22yw4undevd5gkw5wapert4	187	1	On	on	IN
work_ooc22yw4undevd5gkw5wapert4	187	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	187	3	one	one	CD
work_ooc22yw4undevd5gkw5wapert4	187	4	hand	hand	NN
work_ooc22yw4undevd5gkw5wapert4	187	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	187	6	technological	technological	JJ
work_ooc22yw4undevd5gkw5wapert4	187	7	progress	progress	NN
work_ooc22yw4undevd5gkw5wapert4	187	8	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	187	9	evidenced	evidence	VBN
work_ooc22yw4undevd5gkw5wapert4	187	10	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	187	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	187	12	fact	fact	NN
work_ooc22yw4undevd5gkw5wapert4	187	13	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	187	14	some	some	DT
work_ooc22yw4undevd5gkw5wapert4	187	15	companies	company	NNS
work_ooc22yw4undevd5gkw5wapert4	187	16	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	187	17	there	there	RB
work_ooc22yw4undevd5gkw5wapert4	187	18	use	use	VBP
work_ooc22yw4undevd5gkw5wapert4	187	19	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	187	20	platforms	platform	NNS
work_ooc22yw4undevd5gkw5wapert4	187	21	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	187	22	self-	self-	NNP
work_ooc22yw4undevd5gkw5wapert4	187	23	promotion	promotion	NN
work_ooc22yw4undevd5gkw5wapert4	187	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	188	1	Of	of	RB
work_ooc22yw4undevd5gkw5wapert4	188	2	course	course	RB
work_ooc22yw4undevd5gkw5wapert4	188	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	188	4	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	188	5	contributions	contribution	NNS
work_ooc22yw4undevd5gkw5wapert4	188	6	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	188	7	deliberately	deliberately	RB
work_ooc22yw4undevd5gkw5wapert4	188	8	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	188	9	since	since	IN
work_ooc22yw4undevd5gkw5wapert4	188	10	they	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	188	11	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	188	12	intended	intend	VBN
work_ooc22yw4undevd5gkw5wapert4	188	13	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	188	14	advertising	advertising	NN
work_ooc22yw4undevd5gkw5wapert4	188	15	purposes	purpose	NNS
work_ooc22yw4undevd5gkw5wapert4	188	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	189	1	On	on	IN
work_ooc22yw4undevd5gkw5wapert4	189	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	189	3	other	other	JJ
work_ooc22yw4undevd5gkw5wapert4	189	4	hand	hand	NN
work_ooc22yw4undevd5gkw5wapert4	189	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	189	6	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	189	7	same	same	JJ
work_ooc22yw4undevd5gkw5wapert4	189	8	technological	technological	JJ
work_ooc22yw4undevd5gkw5wapert4	189	9	progress	progress	NN
work_ooc22yw4undevd5gkw5wapert4	189	10	makes	make	VBZ
work_ooc22yw4undevd5gkw5wapert4	189	11	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	189	12	easier	easy	JJR
work_ooc22yw4undevd5gkw5wapert4	189	13	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	189	14	individuals	individual	NNS
work_ooc22yw4undevd5gkw5wapert4	189	15	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	189	16	disseminate	disseminate	VB
work_ooc22yw4undevd5gkw5wapert4	189	17	their	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	189	18	political	political	JJ
work_ooc22yw4undevd5gkw5wapert4	189	19	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	189	20	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	189	21	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	189	22	broad	broad	JJ
work_ooc22yw4undevd5gkw5wapert4	189	23	section	section	NN
work_ooc22yw4undevd5gkw5wapert4	189	24	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	189	25	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	189	26	population	population	NN
work_ooc22yw4undevd5gkw5wapert4	189	27	,	,	,
work_ooc22yw4undevd5gkw5wapert4	189	28	thus	thus	RB
work_ooc22yw4undevd5gkw5wapert4	189	29	furthering	further	VBG
work_ooc22yw4undevd5gkw5wapert4	189	30	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	189	31	stigmatization	stigmatization	NN
work_ooc22yw4undevd5gkw5wapert4	189	32	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	189	33	other	other	JJ
work_ooc22yw4undevd5gkw5wapert4	189	34	individuals	individual	NNS
work_ooc22yw4undevd5gkw5wapert4	189	35	.	.	.
work_ooc22yw4undevd5gkw5wapert4	190	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	190	2	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	190	3	itself	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	190	4	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	190	5	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	190	6	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	190	7	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	190	8	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	190	9	scenarios	scenario	NNS
work_ooc22yw4undevd5gkw5wapert4	190	10	.	.	.
work_ooc22yw4undevd5gkw5wapert4	191	1	With	with	IN
work_ooc22yw4undevd5gkw5wapert4	191	2	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	191	3	method	method	NN
work_ooc22yw4undevd5gkw5wapert4	191	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	191	5	we	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	191	6	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	191	7	identify	identify	VB
work_ooc22yw4undevd5gkw5wapert4	191	8	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	191	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	191	10	feelings	feeling	NNS
work_ooc22yw4undevd5gkw5wapert4	191	11	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	191	12	tagged	tag	VBN
work_ooc22yw4undevd5gkw5wapert4	191	13	neighbourhoods	neighbourhood	NNS
work_ooc22yw4undevd5gkw5wapert4	191	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	191	15	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	191	16	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	191	17	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	191	18	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	191	19	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	191	20	specific	specific	JJ
work_ooc22yw4undevd5gkw5wapert4	191	21	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	191	22	tagged	tag	VBN
work_ooc22yw4undevd5gkw5wapert4	191	23	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	191	24	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	191	25	hashtag	hashtag	NN
work_ooc22yw4undevd5gkw5wapert4	191	26	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	191	27	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	191	28	district	district	NN
work_ooc22yw4undevd5gkw5wapert4	191	29	name	name	NN
work_ooc22yw4undevd5gkw5wapert4	191	30	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	191	31	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	191	32	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	191	33	analysed	analyse	VBN
work_ooc22yw4undevd5gkw5wapert4	191	34	,	,	,
work_ooc22yw4undevd5gkw5wapert4	191	35	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	191	36	positive	positive	JJ
work_ooc22yw4undevd5gkw5wapert4	191	37	as	as	RB
work_ooc22yw4undevd5gkw5wapert4	191	38	well	well	RB
work_ooc22yw4undevd5gkw5wapert4	191	39	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	191	40	negative	negative	JJ
work_ooc22yw4undevd5gkw5wapert4	191	41	aspects	aspect	NNS
work_ooc22yw4undevd5gkw5wapert4	191	42	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	191	43	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	191	44	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	191	45	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	191	46	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	191	47	identified	identify	VBN
work_ooc22yw4undevd5gkw5wapert4	191	48	.	.	.
work_ooc22yw4undevd5gkw5wapert4	192	1	Such	such	PDT
work_ooc22yw4undevd5gkw5wapert4	192	2	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	192	3	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	192	4	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	192	5	serve	serve	VB
work_ooc22yw4undevd5gkw5wapert4	192	6	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	192	7	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	192	8	overview	overview	NN
work_ooc22yw4undevd5gkw5wapert4	192	9	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	192	10	how	how	WRB
work_ooc22yw4undevd5gkw5wapert4	192	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	192	12	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	192	13	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	192	14	perceived	perceive	VBN
work_ooc22yw4undevd5gkw5wapert4	192	15	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	192	16	produced	produce	VBN
work_ooc22yw4undevd5gkw5wapert4	192	17	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	192	18	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	192	19	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	192	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	193	1	Canhoto	Canhoto	NNP
work_ooc22yw4undevd5gkw5wapert4	193	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	193	3	Padmanabhan	Padmanabhan	NNP
work_ooc22yw4undevd5gkw5wapert4	193	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	193	5	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	193	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	193	7	suggest	suggest	VBP
work_ooc22yw4undevd5gkw5wapert4	193	8	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	193	9	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	193	10	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	193	11	needs	need	VBZ
work_ooc22yw4undevd5gkw5wapert4	193	12	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	193	13	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	193	14	consider	consider	VB
work_ooc22yw4undevd5gkw5wapert4	193	15	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	193	16	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	193	17	context	context	NN
work_ooc22yw4undevd5gkw5wapert4	193	18	within	within	IN
work_ooc22yw4undevd5gkw5wapert4	193	19	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	193	20	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	193	21	conversation	conversation	NN
work_ooc22yw4undevd5gkw5wapert4	193	22	takes	take	VBZ
work_ooc22yw4undevd5gkw5wapert4	193	23	place	place	NN
work_ooc22yw4undevd5gkw5wapert4	193	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	194	1	As	as	IN
work_ooc22yw4undevd5gkw5wapert4	194	2	Zhang	Zhang	NNP
work_ooc22yw4undevd5gkw5wapert4	194	3	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	194	4	Feick	Feick	NNP
work_ooc22yw4undevd5gkw5wapert4	194	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	194	6	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	194	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	194	8	show	show	NN
work_ooc22yw4undevd5gkw5wapert4	194	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	194	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	194	11	results	result	NNS
work_ooc22yw4undevd5gkw5wapert4	194	12	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	194	13	such	such	PDT
work_ooc22yw4undevd5gkw5wapert4	194	14	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	194	15	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	194	16	have	have	VBP
work_ooc22yw4undevd5gkw5wapert4	194	17	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	194	18	potential	potential	NN
work_ooc22yw4undevd5gkw5wapert4	194	19	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	194	20	boost	boost	VB
work_ooc22yw4undevd5gkw5wapert4	194	21	citizens	citizen	NNS
work_ooc22yw4undevd5gkw5wapert4	194	22	’	’	POS
work_ooc22yw4undevd5gkw5wapert4	194	23	contributions	contribution	NNS
work_ooc22yw4undevd5gkw5wapert4	194	24	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	194	25	society	society	NN
work_ooc22yw4undevd5gkw5wapert4	194	26	.	.	.
work_ooc22yw4undevd5gkw5wapert4	195	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	195	2	leads	lead	VBZ
work_ooc22yw4undevd5gkw5wapert4	195	3	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	195	4	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	195	5	concept	concept	NN
work_ooc22yw4undevd5gkw5wapert4	195	6	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	195	7	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	195	8	citizenship	citizenship	NN
work_ooc22yw4undevd5gkw5wapert4	195	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	195	10	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	195	11	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	195	12	citizens	citizen	NNS
work_ooc22yw4undevd5gkw5wapert4	195	13	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	195	14	able	able	JJ
work_ooc22yw4undevd5gkw5wapert4	195	15	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	195	16	access	access	VB
work_ooc22yw4undevd5gkw5wapert4	195	17	,	,	,
work_ooc22yw4undevd5gkw5wapert4	195	18	read	read	VB
work_ooc22yw4undevd5gkw5wapert4	195	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	195	20	interpret	interpret	NN
work_ooc22yw4undevd5gkw5wapert4	195	21	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	195	22	critically	critically	RB
work_ooc22yw4undevd5gkw5wapert4	195	23	reflect	reflect	VB
work_ooc22yw4undevd5gkw5wapert4	195	24	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	195	25	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	195	26	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	195	27	,	,	,
work_ooc22yw4undevd5gkw5wapert4	195	28	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	195	29	express	express	VB
work_ooc22yw4undevd5gkw5wapert4	195	30	location	location	NN
work_ooc22yw4undevd5gkw5wapert4	195	31	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	195	32	specific	specific	JJ
work_ooc22yw4undevd5gkw5wapert4	195	33	opinions	opinion	NNS
work_ooc22yw4undevd5gkw5wapert4	195	34	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	195	35	geo-	geo-	NN
work_ooc22yw4undevd5gkw5wapert4	195	36	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	195	37	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	195	38	Gryl	Gryl	NNP
work_ooc22yw4undevd5gkw5wapert4	195	39	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	195	40	Jekel	Jekel	NNP
work_ooc22yw4undevd5gkw5wapert4	195	41	,	,	,
work_ooc22yw4undevd5gkw5wapert4	195	42	2012	2012	CD
work_ooc22yw4undevd5gkw5wapert4	195	43	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	195	44	.	.	.
work_ooc22yw4undevd5gkw5wapert4	196	1	Data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	196	2	collection	collection	NN
work_ooc22yw4undevd5gkw5wapert4	196	3	without	without	IN
work_ooc22yw4undevd5gkw5wapert4	196	4	programming	programming	NN
work_ooc22yw4undevd5gkw5wapert4	196	5	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	196	6	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	196	7	only	only	RB
work_ooc22yw4undevd5gkw5wapert4	196	8	possible	possible	JJ
work_ooc22yw4undevd5gkw5wapert4	196	9	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	196	10	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	196	11	platform	platform	NN
work_ooc22yw4undevd5gkw5wapert4	196	12	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	196	13	specific	specific	JJ
work_ooc22yw4undevd5gkw5wapert4	196	14	search	search	NN
work_ooc22yw4undevd5gkw5wapert4	196	15	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	196	16	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	196	17	APIs	APIs	NNP
work_ooc22yw4undevd5gkw5wapert4	196	18	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	196	19	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	196	20	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	196	21	various	various	JJ
work_ooc22yw4undevd5gkw5wapert4	196	22	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	196	23	networks	network	NNS
work_ooc22yw4undevd5gkw5wapert4	196	24	,	,	,
work_ooc22yw4undevd5gkw5wapert4	196	25	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	196	26	commercial	commercial	JJ
work_ooc22yw4undevd5gkw5wapert4	196	27	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	196	28	monitoring	monitoring	NN
work_ooc22yw4undevd5gkw5wapert4	196	29	programs	program	NNS
work_ooc22yw4undevd5gkw5wapert4	196	30	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	196	31	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	196	32	talkwalker	talkwalker	NN
work_ooc22yw4undevd5gkw5wapert4	196	33	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	196	34	twitcident	twitcident	NN
work_ooc22yw4undevd5gkw5wapert4	196	35	.	.	.
work_ooc22yw4undevd5gkw5wapert4	197	1	A	a	DT
work_ooc22yw4undevd5gkw5wapert4	197	2	good	good	JJ
work_ooc22yw4undevd5gkw5wapert4	197	3	alternative	alternative	NN
work_ooc22yw4undevd5gkw5wapert4	197	4	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	197	5	R	r	NN
work_ooc22yw4undevd5gkw5wapert4	197	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	197	7	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	197	8	requires	require	VBZ
work_ooc22yw4undevd5gkw5wapert4	197	9	only	only	RB
work_ooc22yw4undevd5gkw5wapert4	197	10	minimal	minimal	JJ
work_ooc22yw4undevd5gkw5wapert4	197	11	training	training	NN
work_ooc22yw4undevd5gkw5wapert4	197	12	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	197	13	knowledge	knowledge	NN
work_ooc22yw4undevd5gkw5wapert4	197	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	197	15	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	197	16	enables	enable	VBZ
work_ooc22yw4undevd5gkw5wapert4	197	17	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	197	18	researchers	researcher	NNS
work_ooc22yw4undevd5gkw5wapert4	197	19	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	197	20	collect	collect	VB
work_ooc22yw4undevd5gkw5wapert4	197	21	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	197	22	automatically	automatically	RB
work_ooc22yw4undevd5gkw5wapert4	197	23	.	.	.
work_ooc22yw4undevd5gkw5wapert4	198	1	All	all	DT
work_ooc22yw4undevd5gkw5wapert4	198	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	198	3	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	198	4	programs	program	NNS
work_ooc22yw4undevd5gkw5wapert4	198	5	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	198	6	help	help	VB
work_ooc22yw4undevd5gkw5wapert4	198	7	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	198	8	collect	collect	VB
work_ooc22yw4undevd5gkw5wapert4	198	9	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	198	10	desired	desire	VBN
work_ooc22yw4undevd5gkw5wapert4	198	11	datasets	dataset	NNS
work_ooc22yw4undevd5gkw5wapert4	198	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	198	13	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	198	14	they	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	198	15	reach	reach	VBP
work_ooc22yw4undevd5gkw5wapert4	198	16	their	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	198	17	limits	limit	NNS
work_ooc22yw4undevd5gkw5wapert4	198	18	when	when	WRB
work_ooc22yw4undevd5gkw5wapert4	198	19	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	198	20	comes	come	VBZ
work_ooc22yw4undevd5gkw5wapert4	198	21	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	198	22	distinguishing	distinguish	VBG
work_ooc22yw4undevd5gkw5wapert4	198	23	between	between	IN
work_ooc22yw4undevd5gkw5wapert4	198	24	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	198	25	places	place	NNS
work_ooc22yw4undevd5gkw5wapert4	198	26	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	198	27	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	198	28	same	same	JJ
work_ooc22yw4undevd5gkw5wapert4	198	29	name	name	NN
work_ooc22yw4undevd5gkw5wapert4	198	30	.	.	.
work_ooc22yw4undevd5gkw5wapert4	199	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	199	2	necessitates	necessitate	VBZ
work_ooc22yw4undevd5gkw5wapert4	199	3	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	199	4	initial	initial	JJ
work_ooc22yw4undevd5gkw5wapert4	199	5	visual	visual	JJ
work_ooc22yw4undevd5gkw5wapert4	199	6	identification	identification	NN
work_ooc22yw4undevd5gkw5wapert4	199	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	199	8	manual	manual	NN
work_ooc22yw4undevd5gkw5wapert4	199	9	selection	selection	NN
work_ooc22yw4undevd5gkw5wapert4	199	10	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	199	11	possible	possible	JJ
work_ooc22yw4undevd5gkw5wapert4	199	12	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	199	13	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	199	14	reference	reference	NN
work_ooc22yw4undevd5gkw5wapert4	199	15	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	199	16	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	199	17	places	place	NNS
work_ooc22yw4undevd5gkw5wapert4	199	18	.	.	.
work_ooc22yw4undevd5gkw5wapert4	200	1	Searching	search	VBG
work_ooc22yw4undevd5gkw5wapert4	200	2	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	200	3	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	200	4	hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	200	5	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	200	6	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	200	7	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	200	8	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	200	9	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	200	10	topic	topic	NN
work_ooc22yw4undevd5gkw5wapert4	200	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	200	12	one	one	PRP
work_ooc22yw4undevd5gkw5wapert4	200	13	will	will	MD
work_ooc22yw4undevd5gkw5wapert4	200	14	collect	collect	VB
work_ooc22yw4undevd5gkw5wapert4	200	15	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	200	16	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	200	17	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	200	18	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	200	19	.	.	.
work_ooc22yw4undevd5gkw5wapert4	201	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	201	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	201	3	next	next	JJ
work_ooc22yw4undevd5gkw5wapert4	201	4	step	step	NN
work_ooc22yw4undevd5gkw5wapert4	201	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	201	6	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	201	7	tagged	tag	VBN
work_ooc22yw4undevd5gkw5wapert4	201	8	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	201	9	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	201	10	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	201	11	categorized	categorize	VBN
work_ooc22yw4undevd5gkw5wapert4	201	12	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	201	13	topic	topic	NN
work_ooc22yw4undevd5gkw5wapert4	201	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	202	1	It	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	202	2	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	202	3	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	202	4	worth	worth	JJ
work_ooc22yw4undevd5gkw5wapert4	202	5	pointing	point	VBG
work_ooc22yw4undevd5gkw5wapert4	202	6	out	out	RP
work_ooc22yw4undevd5gkw5wapert4	202	7	that	that	IN
work_ooc22yw4undevd5gkw5wapert4	202	8	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	202	9	larger	large	JJR
work_ooc22yw4undevd5gkw5wapert4	202	10	dataset	dataset	NN
work_ooc22yw4undevd5gkw5wapert4	202	11	would	would	MD
work_ooc22yw4undevd5gkw5wapert4	202	12	probably	probably	RB
work_ooc22yw4undevd5gkw5wapert4	202	13	require	require	VB
work_ooc22yw4undevd5gkw5wapert4	202	14	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	202	15	automatic	automatic	JJ
work_ooc22yw4undevd5gkw5wapert4	202	16	content	content	NN
work_ooc22yw4undevd5gkw5wapert4	202	17	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	202	18	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	202	19	Reithmeier	Reithmeier	NNP
work_ooc22yw4undevd5gkw5wapert4	202	20	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	202	21	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	202	22	.	.	NNP
work_ooc22yw4undevd5gkw5wapert4	202	23	,	,	,
work_ooc22yw4undevd5gkw5wapert4	202	24	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	202	25	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	202	26	.	.	.
work_ooc22yw4undevd5gkw5wapert4	203	1	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	203	2	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	203	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	203	4	94	94	CD
work_ooc22yw4undevd5gkw5wapert4	203	5	6	6	CD
work_ooc22yw4undevd5gkw5wapert4	203	6	Outlook	Outlook	NNP
work_ooc22yw4undevd5gkw5wapert4	203	7	So	so	RB
work_ooc22yw4undevd5gkw5wapert4	203	8	far	far	RB
work_ooc22yw4undevd5gkw5wapert4	203	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	203	10	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	203	11	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	203	12	has	have	VBZ
work_ooc22yw4undevd5gkw5wapert4	203	13	been	be	VBN
work_ooc22yw4undevd5gkw5wapert4	203	14	used	use	VBN
work_ooc22yw4undevd5gkw5wapert4	203	15	either	either	CC
work_ooc22yw4undevd5gkw5wapert4	203	16	within	within	IN
work_ooc22yw4undevd5gkw5wapert4	203	17	computer	computer	NN
work_ooc22yw4undevd5gkw5wapert4	203	18	science	science	NN
work_ooc22yw4undevd5gkw5wapert4	203	19	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	203	20	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	203	21	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	203	22	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	203	23	purpose	purpose	NN
work_ooc22yw4undevd5gkw5wapert4	203	24	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	203	25	showing	show	VBG
work_ooc22yw4undevd5gkw5wapert4	203	26	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	203	27	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	203	28	distribution	distribution	NN
work_ooc22yw4undevd5gkw5wapert4	203	29	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	203	30	postings	posting	NNS
work_ooc22yw4undevd5gkw5wapert4	203	31	.	.	.
work_ooc22yw4undevd5gkw5wapert4	204	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	204	2	these	these	DT
work_ooc22yw4undevd5gkw5wapert4	204	3	contexts	contexts	NN
work_ooc22yw4undevd5gkw5wapert4	204	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	204	5	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	204	6	has	have	VBZ
work_ooc22yw4undevd5gkw5wapert4	204	7	proved	prove	VBN
work_ooc22yw4undevd5gkw5wapert4	204	8	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	204	9	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	204	10	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	204	11	useful	useful	JJ
work_ooc22yw4undevd5gkw5wapert4	204	12	instrument	instrument	NN
work_ooc22yw4undevd5gkw5wapert4	204	13	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	204	14	obtaining	obtain	VBG
work_ooc22yw4undevd5gkw5wapert4	204	15	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	204	16	knowledge	knowledge	NN
work_ooc22yw4undevd5gkw5wapert4	204	17	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	204	18	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	204	19	distribution	distribution	NN
work_ooc22yw4undevd5gkw5wapert4	204	20	patterns	pattern	NNS
work_ooc22yw4undevd5gkw5wapert4	204	21	.	.	.
work_ooc22yw4undevd5gkw5wapert4	205	1	However	however	RB
work_ooc22yw4undevd5gkw5wapert4	205	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	205	3	as	as	RB
work_ooc22yw4undevd5gkw5wapert4	205	4	soon	soon	RB
work_ooc22yw4undevd5gkw5wapert4	205	5	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	205	6	qualitative	qualitative	JJ
work_ooc22yw4undevd5gkw5wapert4	205	7	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	205	8	questions	question	NNS
work_ooc22yw4undevd5gkw5wapert4	205	9	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	205	10	posed	pose	VBN
work_ooc22yw4undevd5gkw5wapert4	205	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	205	12	there	there	EX
work_ooc22yw4undevd5gkw5wapert4	205	13	are	be	VBP
work_ooc22yw4undevd5gkw5wapert4	205	14	certain	certain	JJ
work_ooc22yw4undevd5gkw5wapert4	205	15	aspects	aspect	NNS
work_ooc22yw4undevd5gkw5wapert4	205	16	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	205	17	must	must	MD
work_ooc22yw4undevd5gkw5wapert4	205	18	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	205	19	taken	take	VBN
work_ooc22yw4undevd5gkw5wapert4	205	20	into	into	IN
work_ooc22yw4undevd5gkw5wapert4	205	21	account	account	NN
work_ooc22yw4undevd5gkw5wapert4	205	22	,	,	,
work_ooc22yw4undevd5gkw5wapert4	205	23	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	205	24	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	205	25	exploratory	exploratory	JJ
work_ooc22yw4undevd5gkw5wapert4	205	26	study	study	NN
work_ooc22yw4undevd5gkw5wapert4	205	27	has	have	VBZ
work_ooc22yw4undevd5gkw5wapert4	205	28	shown	show	VBN
work_ooc22yw4undevd5gkw5wapert4	205	29	.	.	.
work_ooc22yw4undevd5gkw5wapert4	206	1	Research	research	NN
work_ooc22yw4undevd5gkw5wapert4	206	2	questions	question	NNS
work_ooc22yw4undevd5gkw5wapert4	206	3	that	that	WDT
work_ooc22yw4undevd5gkw5wapert4	206	4	allow	allow	VBP
work_ooc22yw4undevd5gkw5wapert4	206	5	qualitative	qualitative	JJ
work_ooc22yw4undevd5gkw5wapert4	206	6	results	result	NNS
work_ooc22yw4undevd5gkw5wapert4	206	7	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	206	8	statements	statement	NNS
work_ooc22yw4undevd5gkw5wapert4	206	9	thus	thus	RB
work_ooc22yw4undevd5gkw5wapert4	206	10	always	always	RB
work_ooc22yw4undevd5gkw5wapert4	206	11	refer	refer	VBP
work_ooc22yw4undevd5gkw5wapert4	206	12	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	206	13	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	206	14	evaluation	evaluation	NN
work_ooc22yw4undevd5gkw5wapert4	206	15	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	206	16	known	known	JJ
work_ooc22yw4undevd5gkw5wapert4	206	17	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	206	18	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	206	19	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	206	20	limitations	limitation	NNS
work_ooc22yw4undevd5gkw5wapert4	206	21	.	.	.
work_ooc22yw4undevd5gkw5wapert4	207	1	Although	although	IN
work_ooc22yw4undevd5gkw5wapert4	207	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	207	3	hashtag	hashtag	NN
work_ooc22yw4undevd5gkw5wapert4	207	4	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	207	5	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	207	6	’	'	''
work_ooc22yw4undevd5gkw5wapert4	207	7	represents	represent	VBZ
work_ooc22yw4undevd5gkw5wapert4	207	8	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	207	9	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	207	10	limitation	limitation	NN
work_ooc22yw4undevd5gkw5wapert4	207	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	207	12	no	no	DT
work_ooc22yw4undevd5gkw5wapert4	207	13	thematic	thematic	JJ
work_ooc22yw4undevd5gkw5wapert4	207	14	categorization	categorization	NN
work_ooc22yw4undevd5gkw5wapert4	207	15	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	207	16	conducted	conduct	VBN
work_ooc22yw4undevd5gkw5wapert4	207	17	,	,	,
work_ooc22yw4undevd5gkw5wapert4	207	18	making	make	VBG
work_ooc22yw4undevd5gkw5wapert4	207	19	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	207	20	difficult	difficult	JJ
work_ooc22yw4undevd5gkw5wapert4	207	21	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	207	22	relate	relate	VB
work_ooc22yw4undevd5gkw5wapert4	207	23	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	207	24	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	207	25	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	207	26	specific	specific	JJ
work_ooc22yw4undevd5gkw5wapert4	207	27	locations	location	NNS
work_ooc22yw4undevd5gkw5wapert4	207	28	.	.	.
work_ooc22yw4undevd5gkw5wapert4	208	1	It	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	208	2	would	would	MD
work_ooc22yw4undevd5gkw5wapert4	208	3	therefore	therefore	RB
work_ooc22yw4undevd5gkw5wapert4	208	4	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	208	5	necessary	necessary	JJ
work_ooc22yw4undevd5gkw5wapert4	208	6	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	208	7	ask	ask	VB
work_ooc22yw4undevd5gkw5wapert4	208	8	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	208	9	specific	specific	JJ
work_ooc22yw4undevd5gkw5wapert4	208	10	events	event	NNS
work_ooc22yw4undevd5gkw5wapert4	208	11	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	208	12	locations	location	NNS
work_ooc22yw4undevd5gkw5wapert4	208	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	209	1	For	for	IN
work_ooc22yw4undevd5gkw5wapert4	209	2	Ostend	Ostend	NNP
work_ooc22yw4undevd5gkw5wapert4	209	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	209	4	one	one	PRP
work_ooc22yw4undevd5gkw5wapert4	209	5	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	209	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	209	7	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	209	8	example	example	NN
work_ooc22yw4undevd5gkw5wapert4	209	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	209	10	specifically	specifically	RB
work_ooc22yw4undevd5gkw5wapert4	209	11	ask	ask	VB
work_ooc22yw4undevd5gkw5wapert4	209	12	about	about	IN
work_ooc22yw4undevd5gkw5wapert4	209	13	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	209	14	favourite	favourite	JJ
work_ooc22yw4undevd5gkw5wapert4	209	15	place	place	NN
work_ooc22yw4undevd5gkw5wapert4	209	16	among	among	IN
work_ooc22yw4undevd5gkw5wapert4	209	17	young	young	JJ
work_ooc22yw4undevd5gkw5wapert4	209	18	people	people	NNS
work_ooc22yw4undevd5gkw5wapert4	209	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	209	20	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	209	21	would	would	MD
work_ooc22yw4undevd5gkw5wapert4	209	22	make	make	VB
work_ooc22yw4undevd5gkw5wapert4	209	23	prior	prior	JJ
work_ooc22yw4undevd5gkw5wapert4	209	24	identification	identification	NN
work_ooc22yw4undevd5gkw5wapert4	209	25	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	209	26	such	such	JJ
work_ooc22yw4undevd5gkw5wapert4	209	27	places	place	NNS
work_ooc22yw4undevd5gkw5wapert4	209	28	indispensable	indispensable	JJ
work_ooc22yw4undevd5gkw5wapert4	209	29	.	.	.
work_ooc22yw4undevd5gkw5wapert4	210	1	Furthermore	furthermore	RB
work_ooc22yw4undevd5gkw5wapert4	210	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	210	3	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	210	4	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	210	5	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	210	6	focus	focus	VB
work_ooc22yw4undevd5gkw5wapert4	210	7	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	210	8	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	210	9	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	210	10	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	210	11	like	like	IN
work_ooc22yw4undevd5gkw5wapert4	210	12	gentrification	gentrification	NN
work_ooc22yw4undevd5gkw5wapert4	210	13	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	210	14	give	give	VB
work_ooc22yw4undevd5gkw5wapert4	210	15	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	210	16	long	long	JJ
work_ooc22yw4undevd5gkw5wapert4	210	17	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	210	18	term	term	NN
work_ooc22yw4undevd5gkw5wapert4	210	19	overview	overview	NN
work_ooc22yw4undevd5gkw5wapert4	210	20	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	210	21	ongoing	ongoing	JJ
work_ooc22yw4undevd5gkw5wapert4	210	22	changes	change	NNS
work_ooc22yw4undevd5gkw5wapert4	210	23	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	210	24	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	210	25	neighbourhood	neighbourhood	NN
work_ooc22yw4undevd5gkw5wapert4	210	26	.	.	.
work_ooc22yw4undevd5gkw5wapert4	211	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	211	2	could	could	MD
work_ooc22yw4undevd5gkw5wapert4	211	3	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	211	4	highlight	highlight	VB
work_ooc22yw4undevd5gkw5wapert4	211	5	spatio	spatio	NN
work_ooc22yw4undevd5gkw5wapert4	211	6	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	211	7	temporal	temporal	JJ
work_ooc22yw4undevd5gkw5wapert4	211	8	changes	change	NNS
work_ooc22yw4undevd5gkw5wapert4	211	9	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	211	10	perception	perception	NN
work_ooc22yw4undevd5gkw5wapert4	211	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	212	1	Even	even	RB
work_ooc22yw4undevd5gkw5wapert4	212	2	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	212	3	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	212	4	larger	large	JJR
work_ooc22yw4undevd5gkw5wapert4	212	5	study	study	NN
work_ooc22yw4undevd5gkw5wapert4	212	6	area	area	NN
work_ooc22yw4undevd5gkw5wapert4	212	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	212	8	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	212	9	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	212	10	constructions	construction	NNS
work_ooc22yw4undevd5gkw5wapert4	212	11	can	can	MD
work_ooc22yw4undevd5gkw5wapert4	212	12	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	212	13	identified	identify	VBN
work_ooc22yw4undevd5gkw5wapert4	212	14	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	212	15	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	212	16	method	method	NN
work_ooc22yw4undevd5gkw5wapert4	212	17	,	,	,
work_ooc22yw4undevd5gkw5wapert4	212	18	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	212	19	offers	offer	VBZ
work_ooc22yw4undevd5gkw5wapert4	212	20	multiple	multiple	JJ
work_ooc22yw4undevd5gkw5wapert4	212	21	potentials	potential	NNS
work_ooc22yw4undevd5gkw5wapert4	212	22	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	212	23	geographers	geographer	NNS
work_ooc22yw4undevd5gkw5wapert4	212	24	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	212	25	explore	explore	VB
work_ooc22yw4undevd5gkw5wapert4	212	26	new	new	JJ
work_ooc22yw4undevd5gkw5wapert4	212	27	approaches	approach	NNS
work_ooc22yw4undevd5gkw5wapert4	212	28	.	.	.
work_ooc22yw4undevd5gkw5wapert4	213	1	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	213	2	online	online	NN
work_ooc22yw4undevd5gkw5wapert4	213	3	provides	provide	VBZ
work_ooc22yw4undevd5gkw5wapert4	213	4	access	access	NN
work_ooc22yw4undevd5gkw5wapert4	213	5	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	213	6	computer	computer	NN
work_ooc22yw4undevd5gkw5wapert4	213	7	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	213	8	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	213	9	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	213	10	methods	method	NNS
work_ooc22yw4undevd5gkw5wapert4	213	11	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	213	12	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	213	13	scientists	scientist	NNS
work_ooc22yw4undevd5gkw5wapert4	213	14	lacking	lack	VBG
work_ooc22yw4undevd5gkw5wapert4	213	15	basic	basic	JJ
work_ooc22yw4undevd5gkw5wapert4	213	16	programming	programming	NN
work_ooc22yw4undevd5gkw5wapert4	213	17	skills	skill	NNS
work_ooc22yw4undevd5gkw5wapert4	213	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	213	19	but	but	CC
work_ooc22yw4undevd5gkw5wapert4	213	20	it	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	213	21	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	213	22	not	not	RB
work_ooc22yw4undevd5gkw5wapert4	213	23	applicable	applicable	JJ
work_ooc22yw4undevd5gkw5wapert4	213	24	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	213	25	every	every	DT
work_ooc22yw4undevd5gkw5wapert4	213	26	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	213	27	purpose	purpose	NN
work_ooc22yw4undevd5gkw5wapert4	213	28	.	.	.
work_ooc22yw4undevd5gkw5wapert4	214	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	214	2	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	214	3	due	due	JJ
work_ooc22yw4undevd5gkw5wapert4	214	4	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	214	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	214	6	preset	preset	JJ
work_ooc22yw4undevd5gkw5wapert4	214	7	algorithms	algorithm	NNS
work_ooc22yw4undevd5gkw5wapert4	214	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	214	9	which	which	WDT
work_ooc22yw4undevd5gkw5wapert4	214	10	most	most	JJS
work_ooc22yw4undevd5gkw5wapert4	214	11	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	214	12	scientists	scientist	NNS
work_ooc22yw4undevd5gkw5wapert4	214	13	would	would	MD
work_ooc22yw4undevd5gkw5wapert4	214	14	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	214	15	unable	unable	JJ
work_ooc22yw4undevd5gkw5wapert4	214	16	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	214	17	change	change	VB
work_ooc22yw4undevd5gkw5wapert4	214	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	214	19	because	because	IN
work_ooc22yw4undevd5gkw5wapert4	214	20	at	at	IN
work_ooc22yw4undevd5gkw5wapert4	214	21	least	least	JJS
work_ooc22yw4undevd5gkw5wapert4	214	22	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	214	23	basic	basic	JJ
work_ooc22yw4undevd5gkw5wapert4	214	24	knowledge	knowledge	NN
work_ooc22yw4undevd5gkw5wapert4	214	25	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	214	26	programming	programming	NN
work_ooc22yw4undevd5gkw5wapert4	214	27	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	214	28	necessary	necessary	JJ
work_ooc22yw4undevd5gkw5wapert4	214	29	.	.	.
work_ooc22yw4undevd5gkw5wapert4	215	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	215	2	order	order	NN
work_ooc22yw4undevd5gkw5wapert4	215	3	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	215	4	achieve	achieve	VB
work_ooc22yw4undevd5gkw5wapert4	215	5	ideal	ideal	JJ
work_ooc22yw4undevd5gkw5wapert4	215	6	results	result	NNS
work_ooc22yw4undevd5gkw5wapert4	215	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	215	8	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	215	9	preset	preset	JJ
work_ooc22yw4undevd5gkw5wapert4	215	10	dictionary	dictionary	NNP
work_ooc22yw4undevd5gkw5wapert4	215	11	would	would	MD
work_ooc22yw4undevd5gkw5wapert4	215	12	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	215	13	have	have	VB
work_ooc22yw4undevd5gkw5wapert4	215	14	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	215	15	be	be	VB
work_ooc22yw4undevd5gkw5wapert4	215	16	vastly	vastly	RB
work_ooc22yw4undevd5gkw5wapert4	215	17	extended	extend	VBN
work_ooc22yw4undevd5gkw5wapert4	215	18	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	215	19	adapted	adapt	VBN
work_ooc22yw4undevd5gkw5wapert4	215	20	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	215	21	particular	particular	JJ
work_ooc22yw4undevd5gkw5wapert4	215	22	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	215	23	topics	topic	NNS
work_ooc22yw4undevd5gkw5wapert4	215	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	216	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	216	2	leaves	leave	VBZ
work_ooc22yw4undevd5gkw5wapert4	216	3	many	many	JJ
work_ooc22yw4undevd5gkw5wapert4	216	4	researchers	researcher	NNS
work_ooc22yw4undevd5gkw5wapert4	216	5	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	216	6	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	216	7	limited	limited	JJ
work_ooc22yw4undevd5gkw5wapert4	216	8	number	number	NN
work_ooc22yw4undevd5gkw5wapert4	216	9	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	216	10	functions	function	NNS
work_ooc22yw4undevd5gkw5wapert4	216	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	216	12	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	216	13	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	216	14	full	full	JJ
work_ooc22yw4undevd5gkw5wapert4	216	15	potential	potential	NN
work_ooc22yw4undevd5gkw5wapert4	216	16	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	216	17	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	216	18	tool	tool	NN
work_ooc22yw4undevd5gkw5wapert4	216	19	remains	remain	VBZ
work_ooc22yw4undevd5gkw5wapert4	216	20	unused	unused	JJ
work_ooc22yw4undevd5gkw5wapert4	216	21	.	.	.
work_ooc22yw4undevd5gkw5wapert4	217	1	Further	further	JJ
work_ooc22yw4undevd5gkw5wapert4	217	2	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	217	3	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	217	4	this	this	DT
work_ooc22yw4undevd5gkw5wapert4	217	5	area	area	NN
work_ooc22yw4undevd5gkw5wapert4	217	6	would	would	MD
work_ooc22yw4undevd5gkw5wapert4	217	7	have	have	VB
work_ooc22yw4undevd5gkw5wapert4	217	8	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	217	9	adapt	adapt	VB
work_ooc22yw4undevd5gkw5wapert4	217	10	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	217	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	217	12	preset	preset	JJ
work_ooc22yw4undevd5gkw5wapert4	217	13	algorithms	algorithm	NNS
work_ooc22yw4undevd5gkw5wapert4	217	14	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	217	15	dictionary	dictionary	JJ
work_ooc22yw4undevd5gkw5wapert4	217	16	extensions	extension	NNS
work_ooc22yw4undevd5gkw5wapert4	217	17	or	or	CC
work_ooc22yw4undevd5gkw5wapert4	217	18	develop	develop	VB
work_ooc22yw4undevd5gkw5wapert4	217	19	its	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	217	20	own	own	JJ
work_ooc22yw4undevd5gkw5wapert4	217	21	classification	classification	NN
work_ooc22yw4undevd5gkw5wapert4	217	22	methods	method	NNS
work_ooc22yw4undevd5gkw5wapert4	217	23	.	.	.
work_ooc22yw4undevd5gkw5wapert4	218	1	Training	training	NN
work_ooc22yw4undevd5gkw5wapert4	218	2	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	218	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	218	4	utilization	utilization	NN
work_ooc22yw4undevd5gkw5wapert4	218	5	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	218	6	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	218	7	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	218	8	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	218	9	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	218	10	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	218	11	is	be	VBZ
work_ooc22yw4undevd5gkw5wapert4	218	12	absolutely	absolutely	RB
work_ooc22yw4undevd5gkw5wapert4	218	13	necessary	necessary	JJ
work_ooc22yw4undevd5gkw5wapert4	218	14	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	218	15	conducting	conduct	VBG
work_ooc22yw4undevd5gkw5wapert4	218	16	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	218	17	extensive	extensive	JJ
work_ooc22yw4undevd5gkw5wapert4	218	18	comparison	comparison	NN
work_ooc22yw4undevd5gkw5wapert4	218	19	between	between	IN
work_ooc22yw4undevd5gkw5wapert4	218	20	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	218	21	different	different	JJ
work_ooc22yw4undevd5gkw5wapert4	218	22	tools	tool	NNS
work_ooc22yw4undevd5gkw5wapert4	218	23	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	218	24	methods	method	NNS
work_ooc22yw4undevd5gkw5wapert4	218	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	219	1	Possible	possible	JJ
work_ooc22yw4undevd5gkw5wapert4	219	2	future	future	JJ
work_ooc22yw4undevd5gkw5wapert4	219	3	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	219	4	should	should	MD
work_ooc22yw4undevd5gkw5wapert4	219	5	also	also	RB
work_ooc22yw4undevd5gkw5wapert4	219	6	go	go	VB
work_ooc22yw4undevd5gkw5wapert4	219	7	beyond	beyond	IN
work_ooc22yw4undevd5gkw5wapert4	219	8	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	219	9	posts	post	NNS
work_ooc22yw4undevd5gkw5wapert4	219	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	219	11	analyse	analyse	VB
work_ooc22yw4undevd5gkw5wapert4	219	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	219	13	participating	participate	VBG
work_ooc22yw4undevd5gkw5wapert4	219	14	users	user	NNS
work_ooc22yw4undevd5gkw5wapert4	219	15	,	,	,
work_ooc22yw4undevd5gkw5wapert4	219	16	looking	look	VBG
work_ooc22yw4undevd5gkw5wapert4	219	17	at	at	IN
work_ooc22yw4undevd5gkw5wapert4	219	18	their	-PRON-	PRP$
work_ooc22yw4undevd5gkw5wapert4	219	19	behaviour	behaviour	NN
work_ooc22yw4undevd5gkw5wapert4	219	20	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	219	21	intentions	intention	NNS
work_ooc22yw4undevd5gkw5wapert4	219	22	.	.	.
work_ooc22yw4undevd5gkw5wapert4	220	1	This	this	DT
work_ooc22yw4undevd5gkw5wapert4	220	2	work	work	NN
work_ooc22yw4undevd5gkw5wapert4	220	3	was	be	VBD
work_ooc22yw4undevd5gkw5wapert4	220	4	supported	support	VBN
work_ooc22yw4undevd5gkw5wapert4	220	5	by	by	IN
work_ooc22yw4undevd5gkw5wapert4	220	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	220	7	German	German	NNP
work_ooc22yw4undevd5gkw5wapert4	220	8	Federal	Federal	NNP
work_ooc22yw4undevd5gkw5wapert4	220	9	Ministry	Ministry	NNP
work_ooc22yw4undevd5gkw5wapert4	220	10	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	220	11	Education	Education	NNP
work_ooc22yw4undevd5gkw5wapert4	220	12	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	220	13	Research	Research	NNP
work_ooc22yw4undevd5gkw5wapert4	220	14	under	under	IN
work_ooc22yw4undevd5gkw5wapert4	220	15	Grant	Grant	NNP
work_ooc22yw4undevd5gkw5wapert4	220	16	01JKD1707	01jkd1707	NN
work_ooc22yw4undevd5gkw5wapert4	220	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	221	1	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	221	2	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	221	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	221	4	95	95	CD
work_ooc22yw4undevd5gkw5wapert4	221	5	References	References	NNPS
work_ooc22yw4undevd5gkw5wapert4	221	6	Amplayo	Amplayo	NNP
work_ooc22yw4undevd5gkw5wapert4	221	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	221	8	R.	R.	NNP
work_ooc22yw4undevd5gkw5wapert4	221	9	K.	K.	NNP
work_ooc22yw4undevd5gkw5wapert4	221	10	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	221	11	Song	Song	NNP
work_ooc22yw4undevd5gkw5wapert4	221	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	221	13	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	221	14	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	221	15	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	221	16	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	221	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	222	1	An	an	DT
work_ooc22yw4undevd5gkw5wapert4	222	2	adaptable	adaptable	JJ
work_ooc22yw4undevd5gkw5wapert4	222	3	fine	fine	RB
work_ooc22yw4undevd5gkw5wapert4	222	4	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	222	5	grained	grain	VBN
work_ooc22yw4undevd5gkw5wapert4	222	6	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	222	7	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	222	8	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	222	9	summarization	summarization	NN
work_ooc22yw4undevd5gkw5wapert4	222	10	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	222	11	multiple	multiple	JJ
work_ooc22yw4undevd5gkw5wapert4	222	12	short	short	JJ
work_ooc22yw4undevd5gkw5wapert4	222	13	online	online	JJ
work_ooc22yw4undevd5gkw5wapert4	222	14	reviews	review	NNS
work_ooc22yw4undevd5gkw5wapert4	222	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	223	1	Data	Data	NNP
work_ooc22yw4undevd5gkw5wapert4	223	2	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	223	3	Knowledge	Knowledge	NNP
work_ooc22yw4undevd5gkw5wapert4	223	4	Engineering	Engineering	NNP
work_ooc22yw4undevd5gkw5wapert4	223	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	223	6	110	110	CD
work_ooc22yw4undevd5gkw5wapert4	223	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	223	8	54	54	CD
work_ooc22yw4undevd5gkw5wapert4	223	9	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	223	10	67	67	CD
work_ooc22yw4undevd5gkw5wapert4	223	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	224	1	Baccianella	Baccianella	NNP
work_ooc22yw4undevd5gkw5wapert4	224	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	224	3	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	224	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	224	5	Esuli	Esuli	NNP
work_ooc22yw4undevd5gkw5wapert4	224	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	224	7	A.	a.	NN
work_ooc22yw4undevd5gkw5wapert4	225	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	225	2	Sebastiani	Sebastiani	NNP
work_ooc22yw4undevd5gkw5wapert4	225	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	225	4	F.	F.	NNP
work_ooc22yw4undevd5gkw5wapert4	225	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	225	6	2010	2010	CD
work_ooc22yw4undevd5gkw5wapert4	225	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	225	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	226	1	SentiWordNet	SentiWordNet	NNP
work_ooc22yw4undevd5gkw5wapert4	226	2	3.0	3.0	CD
work_ooc22yw4undevd5gkw5wapert4	226	3	:	:	:
work_ooc22yw4undevd5gkw5wapert4	226	4	An	an	DT
work_ooc22yw4undevd5gkw5wapert4	226	5	Enhanced	Enhanced	NNP
work_ooc22yw4undevd5gkw5wapert4	226	6	Lexical	Lexical	NNP
work_ooc22yw4undevd5gkw5wapert4	226	7	Resource	Resource	NNP
work_ooc22yw4undevd5gkw5wapert4	226	8	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	226	9	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	226	10	Analysis	Analysis	NNP
work_ooc22yw4undevd5gkw5wapert4	226	11	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	226	12	Opinion	Opinion	NNP
work_ooc22yw4undevd5gkw5wapert4	226	13	Mining	Mining	NNP
work_ooc22yw4undevd5gkw5wapert4	226	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	227	1	Proceedings	proceeding	NNS
work_ooc22yw4undevd5gkw5wapert4	227	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	227	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	227	4	International	International	NNP
work_ooc22yw4undevd5gkw5wapert4	227	5	Conference	Conference	NNP
work_ooc22yw4undevd5gkw5wapert4	227	6	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	227	7	Language	Language	NNP
work_ooc22yw4undevd5gkw5wapert4	227	8	Resources	Resources	NNPS
work_ooc22yw4undevd5gkw5wapert4	227	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	227	10	Evaluation	Evaluation	NNP
work_ooc22yw4undevd5gkw5wapert4	227	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	227	12	LREC	LREC	NNP
work_ooc22yw4undevd5gkw5wapert4	227	13	2010	2010	CD
work_ooc22yw4undevd5gkw5wapert4	227	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	227	15	2200	2200	CD
work_ooc22yw4undevd5gkw5wapert4	227	16	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	227	17	2204	2204	CD
work_ooc22yw4undevd5gkw5wapert4	227	18	.	.	.
work_ooc22yw4undevd5gkw5wapert4	228	1	Bruns	Bruns	NNP
work_ooc22yw4undevd5gkw5wapert4	228	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	228	3	A.	a.	NN
work_ooc22yw4undevd5gkw5wapert4	229	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	229	2	Stieglitz	Stieglitz	NNP
work_ooc22yw4undevd5gkw5wapert4	229	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	229	4	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	229	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	229	6	2012	2012	CD
work_ooc22yw4undevd5gkw5wapert4	229	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	229	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	230	1	Quantitative	quantitative	JJ
work_ooc22yw4undevd5gkw5wapert4	230	2	Approaches	approach	NNS
work_ooc22yw4undevd5gkw5wapert4	230	3	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	230	4	Comparing	compare	VBG
work_ooc22yw4undevd5gkw5wapert4	230	5	Communication	communication	NN
work_ooc22yw4undevd5gkw5wapert4	230	6	Patterns	Patterns	NNPS
work_ooc22yw4undevd5gkw5wapert4	230	7	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	230	8	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	230	9	.	.	.
work_ooc22yw4undevd5gkw5wapert4	231	1	Journal	Journal	NNP
work_ooc22yw4undevd5gkw5wapert4	231	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	231	3	Technology	Technology	NNP
work_ooc22yw4undevd5gkw5wapert4	231	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	231	5	Human	Human	NNP
work_ooc22yw4undevd5gkw5wapert4	231	6	Services	Services	NNPS
work_ooc22yw4undevd5gkw5wapert4	231	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	231	8	30(3	30(3	JJ
work_ooc22yw4undevd5gkw5wapert4	231	9	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	231	10	4	4	CD
work_ooc22yw4undevd5gkw5wapert4	231	11	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	231	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	231	13	160	160	CD
work_ooc22yw4undevd5gkw5wapert4	231	14	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	231	15	185	185	CD
work_ooc22yw4undevd5gkw5wapert4	231	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	232	1	Canhoto	canhoto	NN
work_ooc22yw4undevd5gkw5wapert4	232	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	232	3	A.I.	A.I.	NNP
work_ooc22yw4undevd5gkw5wapert4	233	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	233	2	Padmanabhan	Padmanabhan	NNP
work_ooc22yw4undevd5gkw5wapert4	233	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	233	4	Y.	Y.	NNP
work_ooc22yw4undevd5gkw5wapert4	234	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	234	2	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	234	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	234	4	.	.	.
work_ooc22yw4undevd5gkw5wapert4	235	1	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	235	2	We	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	235	3	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	235	4	do	do	VB
work_ooc22yw4undevd5gkw5wapert4	235	5	n’t	not	RB
work_ooc22yw4undevd5gkw5wapert4	235	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	235	7	know	know	VB
work_ooc22yw4undevd5gkw5wapert4	235	8	how	how	WRB
work_ooc22yw4undevd5gkw5wapert4	235	9	you	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	235	10	feel	feel	VBP
work_ooc22yw4undevd5gkw5wapert4	235	11	’	'	''
work_ooc22yw4undevd5gkw5wapert4	235	12	–	–	:
work_ooc22yw4undevd5gkw5wapert4	235	13	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	235	14	comparative	comparative	JJ
work_ooc22yw4undevd5gkw5wapert4	235	15	study	study	NN
work_ooc22yw4undevd5gkw5wapert4	235	16	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	235	17	automated	automated	NNP
work_ooc22yw4undevd5gkw5wapert4	235	18	vs.	vs.	IN
work_ooc22yw4undevd5gkw5wapert4	235	19	manual	manual	JJ
work_ooc22yw4undevd5gkw5wapert4	235	20	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	235	21	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	235	22	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	235	23	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	235	24	conversations	conversation	NNS
work_ooc22yw4undevd5gkw5wapert4	235	25	.	.	.
work_ooc22yw4undevd5gkw5wapert4	236	1	Journal	Journal	NNP
work_ooc22yw4undevd5gkw5wapert4	236	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	236	3	Marketing	Marketing	NNP
work_ooc22yw4undevd5gkw5wapert4	236	4	Management	Management	NNP
work_ooc22yw4undevd5gkw5wapert4	236	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	236	6	31(9-	31(9-	CD
work_ooc22yw4undevd5gkw5wapert4	236	7	10	10	CD
work_ooc22yw4undevd5gkw5wapert4	236	8	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	236	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	236	10	1141	1141	CD
work_ooc22yw4undevd5gkw5wapert4	236	11	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	236	12	1157	1157	CD
work_ooc22yw4undevd5gkw5wapert4	236	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	237	1	Colace	colace	NN
work_ooc22yw4undevd5gkw5wapert4	237	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	237	3	F.	F.	NNP
work_ooc22yw4undevd5gkw5wapert4	237	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	237	5	Casaburi	Casaburi	NNP
work_ooc22yw4undevd5gkw5wapert4	237	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	237	7	L.	L.	NNP
work_ooc22yw4undevd5gkw5wapert4	237	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	237	9	De	De	NNP
work_ooc22yw4undevd5gkw5wapert4	237	10	Santo	Santo	NNP
work_ooc22yw4undevd5gkw5wapert4	237	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	237	12	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	237	13	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	237	14	Greco	Greco	NNP
work_ooc22yw4undevd5gkw5wapert4	237	15	,	,	,
work_ooc22yw4undevd5gkw5wapert4	237	16	L.	L.	NNP
work_ooc22yw4undevd5gkw5wapert4	237	17	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	237	18	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	237	19	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	237	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	238	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	238	2	detection	detection	NN
work_ooc22yw4undevd5gkw5wapert4	238	3	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	238	4	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	238	5	networks	network	NNS
work_ooc22yw4undevd5gkw5wapert4	238	6	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	238	7	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	238	8	collaborative	collaborative	JJ
work_ooc22yw4undevd5gkw5wapert4	238	9	learning	learning	NN
work_ooc22yw4undevd5gkw5wapert4	238	10	environments	environment	NNS
work_ooc22yw4undevd5gkw5wapert4	238	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	239	1	Computers	computer	NNS
work_ooc22yw4undevd5gkw5wapert4	239	2	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	239	3	Human	Human	NNP
work_ooc22yw4undevd5gkw5wapert4	239	4	Behavior	Behavior	NNP
work_ooc22yw4undevd5gkw5wapert4	239	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	239	6	51	51	CD
work_ooc22yw4undevd5gkw5wapert4	239	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	239	8	Part	Part	NNP
work_ooc22yw4undevd5gkw5wapert4	239	9	B	B	NNP
work_ooc22yw4undevd5gkw5wapert4	239	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	239	11	1061	1061	CD
work_ooc22yw4undevd5gkw5wapert4	239	12	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	239	13	1067	1067	CD
work_ooc22yw4undevd5gkw5wapert4	239	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	240	1	Coletto	Coletto	NNP
work_ooc22yw4undevd5gkw5wapert4	240	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	3	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	240	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	5	Esuli	Esuli	NNP
work_ooc22yw4undevd5gkw5wapert4	240	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	7	A.	a.	NN
work_ooc22yw4undevd5gkw5wapert4	240	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	9	Lucchese	Lucchese	NNP
work_ooc22yw4undevd5gkw5wapert4	240	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	11	C.	C.	NNP
work_ooc22yw4undevd5gkw5wapert4	240	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	13	Muntean	Muntean	NNP
work_ooc22yw4undevd5gkw5wapert4	240	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	15	C.I.	C.I.	NNP
work_ooc22yw4undevd5gkw5wapert4	240	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	17	Nardini	Nardini	NNP
work_ooc22yw4undevd5gkw5wapert4	240	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	19	F.M.	F.M.	NNP
work_ooc22yw4undevd5gkw5wapert4	240	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	21	Perego	Perego	NNP
work_ooc22yw4undevd5gkw5wapert4	240	22	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	23	R.	R.	NNP
work_ooc22yw4undevd5gkw5wapert4	240	24	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	240	25	Renso	Renso	NNP
work_ooc22yw4undevd5gkw5wapert4	240	26	,	,	,
work_ooc22yw4undevd5gkw5wapert4	240	27	C.	C.	NNP
work_ooc22yw4undevd5gkw5wapert4	240	28	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	240	29	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	240	30	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	240	31	.	.	.
work_ooc22yw4undevd5gkw5wapert4	241	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	241	2	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	241	3	enhanced	enhance	VBN
work_ooc22yw4undevd5gkw5wapert4	241	4	Multidimensional	Multidimensional	NNP
work_ooc22yw4undevd5gkw5wapert4	241	5	Analysis	Analysis	NNP
work_ooc22yw4undevd5gkw5wapert4	241	6	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	241	7	Online	Online	NNP
work_ooc22yw4undevd5gkw5wapert4	241	8	Social	Social	NNP
work_ooc22yw4undevd5gkw5wapert4	241	9	Networks	Networks	NNPS
work_ooc22yw4undevd5gkw5wapert4	241	10	:	:	:
work_ooc22yw4undevd5gkw5wapert4	241	11	Perception	perception	NN
work_ooc22yw4undevd5gkw5wapert4	241	12	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	241	13	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	241	14	Mediterranean	Mediterranean	NNP
work_ooc22yw4undevd5gkw5wapert4	241	15	Refugees	Refugees	NNPS
work_ooc22yw4undevd5gkw5wapert4	241	16	Crisis	Crisis	NNP
work_ooc22yw4undevd5gkw5wapert4	241	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	242	1	Proceedings	proceeding	NNS
work_ooc22yw4undevd5gkw5wapert4	242	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	242	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	242	4	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	242	5	IEEE	IEEE	NNP
work_ooc22yw4undevd5gkw5wapert4	242	6	/	/	SYM
work_ooc22yw4undevd5gkw5wapert4	242	7	ACM	ACM	NNP
work_ooc22yw4undevd5gkw5wapert4	242	8	International	International	NNP
work_ooc22yw4undevd5gkw5wapert4	242	9	Conference	Conference	NNP
work_ooc22yw4undevd5gkw5wapert4	242	10	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	242	11	Advances	Advances	NNPS
work_ooc22yw4undevd5gkw5wapert4	242	12	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	242	13	Social	Social	NNP
work_ooc22yw4undevd5gkw5wapert4	242	14	Networks	Networks	NNP
work_ooc22yw4undevd5gkw5wapert4	242	15	Analysis	Analysis	NNP
work_ooc22yw4undevd5gkw5wapert4	242	16	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	242	17	Mining	Mining	NNP
work_ooc22yw4undevd5gkw5wapert4	242	18	ASONAM	ASONAM	NNP
work_ooc22yw4undevd5gkw5wapert4	242	19	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	242	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	242	21	1270	1270	CD
work_ooc22yw4undevd5gkw5wapert4	242	22	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	242	23	1277	1277	CD
work_ooc22yw4undevd5gkw5wapert4	242	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	242	25	Cooper	Cooper	NNP
work_ooc22yw4undevd5gkw5wapert4	242	26	,	,	,
work_ooc22yw4undevd5gkw5wapert4	242	27	A	A	NNP
work_ooc22yw4undevd5gkw5wapert4	242	28	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	242	29	P.	P.	NNP
work_ooc22yw4undevd5gkw5wapert4	242	30	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	242	31	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	242	32	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	242	33	.	.	.
work_ooc22yw4undevd5gkw5wapert4	243	1	Assessing	assess	VBG
work_ooc22yw4undevd5gkw5wapert4	243	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	243	3	Possible	possible	JJ
work_ooc22yw4undevd5gkw5wapert4	243	4	Relationship	relationship	NN
work_ooc22yw4undevd5gkw5wapert4	243	5	between	between	IN
work_ooc22yw4undevd5gkw5wapert4	243	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	243	7	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	243	8	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	243	9	Church	Church	NNP
work_ooc22yw4undevd5gkw5wapert4	243	10	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	243	11	related	relate	VBN
work_ooc22yw4undevd5gkw5wapert4	243	12	Tweets	Tweets	NNPS
work_ooc22yw4undevd5gkw5wapert4	243	13	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	243	14	Church	Church	NNP
work_ooc22yw4undevd5gkw5wapert4	243	15	Growth	Growth	NNP
work_ooc22yw4undevd5gkw5wapert4	243	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	244	1	Studies	study	NNS
work_ooc22yw4undevd5gkw5wapert4	244	2	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	244	3	Religion	Religion	NNP
work_ooc22yw4undevd5gkw5wapert4	244	4	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	244	5	Sciences	Sciences	NNPS
work_ooc22yw4undevd5gkw5wapert4	244	6	Religieuses	Religieuses	NNP
work_ooc22yw4undevd5gkw5wapert4	244	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	244	8	46(1	46(1	CD
work_ooc22yw4undevd5gkw5wapert4	244	9	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	244	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	244	11	37	37	CD
work_ooc22yw4undevd5gkw5wapert4	244	12	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	244	13	49	49	CD
work_ooc22yw4undevd5gkw5wapert4	244	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	245	1	Crampton	Crampton	NNP
work_ooc22yw4undevd5gkw5wapert4	245	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	3	J.	J.	NNP
work_ooc22yw4undevd5gkw5wapert4	245	4	W.	W.	NNP
work_ooc22yw4undevd5gkw5wapert4	245	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	6	Graham	Graham	NNP
work_ooc22yw4undevd5gkw5wapert4	245	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	8	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	245	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	10	Poorthuis	Poorthuis	NNP
work_ooc22yw4undevd5gkw5wapert4	245	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	12	A.	A.	NNP
work_ooc22yw4undevd5gkw5wapert4	245	13	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	14	Shelton	Shelton	NNP
work_ooc22yw4undevd5gkw5wapert4	245	15	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	16	T.	T.	NNP
work_ooc22yw4undevd5gkw5wapert4	245	17	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	18	Stephens	Stephens	NNP
work_ooc22yw4undevd5gkw5wapert4	245	19	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	20	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	245	21	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	22	Wilson	Wilson	NNP
work_ooc22yw4undevd5gkw5wapert4	245	23	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	24	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	245	25	W.	W.	NNP
work_ooc22yw4undevd5gkw5wapert4	245	26	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	245	27	Zook	Zook	NNP
work_ooc22yw4undevd5gkw5wapert4	245	28	,	,	,
work_ooc22yw4undevd5gkw5wapert4	245	29	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	245	30	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	245	31	2013	2013	CD
work_ooc22yw4undevd5gkw5wapert4	245	32	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	245	33	.	.	.
work_ooc22yw4undevd5gkw5wapert4	246	1	Beyond	beyond	IN
work_ooc22yw4undevd5gkw5wapert4	246	2	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	246	3	Geotag	Geotag	NNP
work_ooc22yw4undevd5gkw5wapert4	246	4	:	:	:
work_ooc22yw4undevd5gkw5wapert4	246	5	situating	situate	VBG
work_ooc22yw4undevd5gkw5wapert4	246	6	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	246	7	big	big	JJ
work_ooc22yw4undevd5gkw5wapert4	246	8	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	246	9	’	'	''
work_ooc22yw4undevd5gkw5wapert4	246	10	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	246	11	leveraging	leverage	VBG
work_ooc22yw4undevd5gkw5wapert4	246	12	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	246	13	potential	potential	NN
work_ooc22yw4undevd5gkw5wapert4	246	14	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	246	15	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	246	16	geoweb	geoweb	JJ
work_ooc22yw4undevd5gkw5wapert4	246	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	247	1	Cartography	Cartography	NNP
work_ooc22yw4undevd5gkw5wapert4	247	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	247	3	Geographic	Geographic	NNP
work_ooc22yw4undevd5gkw5wapert4	247	4	Information	Information	NNP
work_ooc22yw4undevd5gkw5wapert4	247	5	Science	Science	NNP
work_ooc22yw4undevd5gkw5wapert4	247	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	247	7	40(2	40(2	NN
work_ooc22yw4undevd5gkw5wapert4	247	8	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	247	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	247	10	130	130	CD
work_ooc22yw4undevd5gkw5wapert4	247	11	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	247	12	139	139	CD
work_ooc22yw4undevd5gkw5wapert4	247	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	248	1	Daniulaityte	Daniulaityte	NNP
work_ooc22yw4undevd5gkw5wapert4	248	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	248	3	R.	R.	NNP
work_ooc22yw4undevd5gkw5wapert4	248	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	248	5	Lamy	Lamy	NNP
work_ooc22yw4undevd5gkw5wapert4	248	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	248	7	F.R.	F.R.	NNP
work_ooc22yw4undevd5gkw5wapert4	248	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	248	9	Smith	Smith	NNP
work_ooc22yw4undevd5gkw5wapert4	248	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	248	11	G.A.	G.A.	NNP
work_ooc22yw4undevd5gkw5wapert4	248	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	248	13	Nahhas	Nahhas	NNP
work_ooc22yw4undevd5gkw5wapert4	248	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	248	15	R.W.	R.W.	NNP
work_ooc22yw4undevd5gkw5wapert4	249	1	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	249	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	249	3	Carlson	Carlson	NNP
work_ooc22yw4undevd5gkw5wapert4	249	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	249	5	R.G.	R.G.	NNP
work_ooc22yw4undevd5gkw5wapert4	249	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	249	7	Thirunarayan	Thirunarayan	NNP
work_ooc22yw4undevd5gkw5wapert4	249	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	249	9	K.	K.	NNP
work_ooc22yw4undevd5gkw5wapert4	249	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	249	11	Martins	Martins	NNP
work_ooc22yw4undevd5gkw5wapert4	249	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	249	13	S.S.	S.S.	NNP
work_ooc22yw4undevd5gkw5wapert4	249	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	249	15	Boyer	Boyer	NNP
work_ooc22yw4undevd5gkw5wapert4	249	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	249	17	E.W.	E.W.	NNP
work_ooc22yw4undevd5gkw5wapert4	250	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	250	2	Sheth	Sheth	NNP
work_ooc22yw4undevd5gkw5wapert4	250	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	250	4	A.	a.	NN
work_ooc22yw4undevd5gkw5wapert4	251	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	251	2	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	251	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	251	4	.	.	.
work_ooc22yw4undevd5gkw5wapert4	252	1	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	252	2	Retweet	retweet	NN
work_ooc22yw4undevd5gkw5wapert4	252	3	to	to	TO
work_ooc22yw4undevd5gkw5wapert4	252	4	Pass	pass	VB
work_ooc22yw4undevd5gkw5wapert4	252	5	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	252	6	Blunt	Blunt	NNP
work_ooc22yw4undevd5gkw5wapert4	252	7	’	'	''
work_ooc22yw4undevd5gkw5wapert4	252	8	:	:	:
work_ooc22yw4undevd5gkw5wapert4	252	9	Analyzing	Analyzing	NNP
work_ooc22yw4undevd5gkw5wapert4	252	10	Geographic	Geographic	NNP
work_ooc22yw4undevd5gkw5wapert4	252	11	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	252	12	Content	Content	NNP
work_ooc22yw4undevd5gkw5wapert4	252	13	Features	Features	NNPS
work_ooc22yw4undevd5gkw5wapert4	252	14	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	252	15	Cannabis	Cannabis	NNP
work_ooc22yw4undevd5gkw5wapert4	252	16	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	252	17	Related	relate	VBN
work_ooc22yw4undevd5gkw5wapert4	252	18	Tweeting	Tweeting	NNP
work_ooc22yw4undevd5gkw5wapert4	252	19	Across	across	IN
work_ooc22yw4undevd5gkw5wapert4	252	20	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	252	21	United	United	NNP
work_ooc22yw4undevd5gkw5wapert4	252	22	States	States	NNP
work_ooc22yw4undevd5gkw5wapert4	252	23	.	.	.
work_ooc22yw4undevd5gkw5wapert4	253	1	Journal	Journal	NNP
work_ooc22yw4undevd5gkw5wapert4	253	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	253	3	Studies	Studies	NNPS
work_ooc22yw4undevd5gkw5wapert4	253	4	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	253	5	Alcohol	Alcohol	NNP
work_ooc22yw4undevd5gkw5wapert4	253	6	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	253	7	Drugs	Drugs	NNP
work_ooc22yw4undevd5gkw5wapert4	253	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	253	9	78(6	78(6	NNP
work_ooc22yw4undevd5gkw5wapert4	253	10	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	253	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	253	12	910	910	CD
work_ooc22yw4undevd5gkw5wapert4	253	13	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	253	14	915	915	CD
work_ooc22yw4undevd5gkw5wapert4	253	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	254	1	Dhaoui	Dhaoui	NNP
work_ooc22yw4undevd5gkw5wapert4	254	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	254	3	C.	C.	NNP
work_ooc22yw4undevd5gkw5wapert4	254	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	254	5	Webster	Webster	NNP
work_ooc22yw4undevd5gkw5wapert4	254	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	254	7	C.M	C.M	NNP
work_ooc22yw4undevd5gkw5wapert4	254	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	254	9	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	254	10	Tan	Tan	NNP
work_ooc22yw4undevd5gkw5wapert4	254	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	254	12	L.P.	L.P.	NNP
work_ooc22yw4undevd5gkw5wapert4	254	13	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	254	14	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	254	15	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	254	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	255	1	Social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	255	2	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	255	3	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	255	4	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	255	5	:	:	:
work_ooc22yw4undevd5gkw5wapert4	255	6	lexicon	lexicon	NN
work_ooc22yw4undevd5gkw5wapert4	255	7	versus	versus	IN
work_ooc22yw4undevd5gkw5wapert4	255	8	machine	machine	NN
work_ooc22yw4undevd5gkw5wapert4	255	9	learning	learning	NN
work_ooc22yw4undevd5gkw5wapert4	255	10	.	.	.
work_ooc22yw4undevd5gkw5wapert4	256	1	Journal	Journal	NNP
work_ooc22yw4undevd5gkw5wapert4	256	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	256	3	Consumer	Consumer	NNP
work_ooc22yw4undevd5gkw5wapert4	256	4	Marketing	Marketing	NNP
work_ooc22yw4undevd5gkw5wapert4	256	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	256	6	34(6	34(6	CD
work_ooc22yw4undevd5gkw5wapert4	256	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	256	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	256	9	480	480	CD
work_ooc22yw4undevd5gkw5wapert4	256	10	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	256	11	488	488	CD
work_ooc22yw4undevd5gkw5wapert4	256	12	.	.	.
work_ooc22yw4undevd5gkw5wapert4	257	1	Gryl	Gryl	NNP
work_ooc22yw4undevd5gkw5wapert4	257	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	257	3	I.	I.	NNP
work_ooc22yw4undevd5gkw5wapert4	258	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	258	2	Jekel	Jekel	NNP
work_ooc22yw4undevd5gkw5wapert4	258	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	258	4	T.	T.	NNP
work_ooc22yw4undevd5gkw5wapert4	258	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	258	6	2012	2012	CD
work_ooc22yw4undevd5gkw5wapert4	258	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	258	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	259	1	Re	Re	VBG
work_ooc22yw4undevd5gkw5wapert4	259	2	-	-	VBG
work_ooc22yw4undevd5gkw5wapert4	259	3	centering	center	VBG
work_ooc22yw4undevd5gkw5wapert4	259	4	GI	GI	NNP
work_ooc22yw4undevd5gkw5wapert4	259	5	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	259	6	secondary	secondary	JJ
work_ooc22yw4undevd5gkw5wapert4	259	7	education	education	NN
work_ooc22yw4undevd5gkw5wapert4	259	8	:	:	:
work_ooc22yw4undevd5gkw5wapert4	259	9	Towards	towards	IN
work_ooc22yw4undevd5gkw5wapert4	259	10	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	259	11	spatial	spatial	JJ
work_ooc22yw4undevd5gkw5wapert4	259	12	citizenship	citizenship	NN
work_ooc22yw4undevd5gkw5wapert4	259	13	approach	approach	NN
work_ooc22yw4undevd5gkw5wapert4	259	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	260	1	Cartographica	Cartographica	NNP
work_ooc22yw4undevd5gkw5wapert4	260	2	:	:	:
work_ooc22yw4undevd5gkw5wapert4	260	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	260	4	international	international	JJ
work_ooc22yw4undevd5gkw5wapert4	260	5	journal	journal	NNP
work_ooc22yw4undevd5gkw5wapert4	260	6	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	260	7	geographic	geographic	JJ
work_ooc22yw4undevd5gkw5wapert4	260	8	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	260	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	260	10	geovisualization	geovisualization	NN
work_ooc22yw4undevd5gkw5wapert4	260	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	260	12	47	47	CD
work_ooc22yw4undevd5gkw5wapert4	260	13	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	260	14	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	260	15	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	260	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	260	17	18-	18-	CD
work_ooc22yw4undevd5gkw5wapert4	260	18	29	29	CD
work_ooc22yw4undevd5gkw5wapert4	260	19	.	.	.
work_ooc22yw4undevd5gkw5wapert4	261	1	Habernal	Habernal	NNP
work_ooc22yw4undevd5gkw5wapert4	261	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	261	3	I.	I.	NNP
work_ooc22yw4undevd5gkw5wapert4	261	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	261	5	Ptáček	Ptáček	NNP
work_ooc22yw4undevd5gkw5wapert4	261	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	261	7	T.	T.	NNP
work_ooc22yw4undevd5gkw5wapert4	261	8	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	261	9	Steinberger	Steinberger	NNP
work_ooc22yw4undevd5gkw5wapert4	261	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	261	11	J.	J.	NNP
work_ooc22yw4undevd5gkw5wapert4	262	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	262	2	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	262	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	262	4	.	.	.
work_ooc22yw4undevd5gkw5wapert4	263	1	Reprint	reprint	VB
work_ooc22yw4undevd5gkw5wapert4	263	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	263	3	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	263	4	Supervised	supervised	JJ
work_ooc22yw4undevd5gkw5wapert4	263	5	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	263	6	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	263	7	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	263	8	Czech	czech	JJ
work_ooc22yw4undevd5gkw5wapert4	263	9	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	263	10	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	263	11	’	'	''
work_ooc22yw4undevd5gkw5wapert4	263	12	.	.	.
work_ooc22yw4undevd5gkw5wapert4	264	1	Information	Information	NNP
work_ooc22yw4undevd5gkw5wapert4	264	2	Processing	Processing	NNP
work_ooc22yw4undevd5gkw5wapert4	264	3	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	264	4	Management	Management	NNP
work_ooc22yw4undevd5gkw5wapert4	264	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	264	6	51(4	51(4	CD
work_ooc22yw4undevd5gkw5wapert4	264	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	264	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	264	9	532	532	CD
work_ooc22yw4undevd5gkw5wapert4	264	10	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	264	11	546	546	CD
work_ooc22yw4undevd5gkw5wapert4	264	12	.	.	.
work_ooc22yw4undevd5gkw5wapert4	265	1	Lim	Lim	NNP
work_ooc22yw4undevd5gkw5wapert4	265	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	265	3	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	265	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	265	5	Tucker	Tucker	NNP
work_ooc22yw4undevd5gkw5wapert4	265	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	265	7	C.	C.	NNP
work_ooc22yw4undevd5gkw5wapert4	265	8	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	265	9	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	265	10	Kumara	Kumara	NNP
work_ooc22yw4undevd5gkw5wapert4	265	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	265	12	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	265	13	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	265	14	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	265	15	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	265	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	266	1	An	an	DT
work_ooc22yw4undevd5gkw5wapert4	266	2	unsupervised	unsupervised	JJ
work_ooc22yw4undevd5gkw5wapert4	266	3	machine	machine	NN
work_ooc22yw4undevd5gkw5wapert4	266	4	learning	learning	NN
work_ooc22yw4undevd5gkw5wapert4	266	5	model	model	NN
work_ooc22yw4undevd5gkw5wapert4	266	6	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	266	7	discovering	discover	VBG
work_ooc22yw4undevd5gkw5wapert4	266	8	latent	latent	JJ
work_ooc22yw4undevd5gkw5wapert4	266	9	infectious	infectious	JJ
work_ooc22yw4undevd5gkw5wapert4	266	10	diseases	disease	NNS
work_ooc22yw4undevd5gkw5wapert4	266	11	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	266	12	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	266	13	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	266	14	data	datum	NNS
work_ooc22yw4undevd5gkw5wapert4	266	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	267	1	Journal	Journal	NNP
work_ooc22yw4undevd5gkw5wapert4	267	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	267	3	Biomedical	Biomedical	NNP
work_ooc22yw4undevd5gkw5wapert4	267	4	Informatics	Informatics	NNP
work_ooc22yw4undevd5gkw5wapert4	267	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	267	6	66	66	CD
work_ooc22yw4undevd5gkw5wapert4	267	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	267	8	82	82	CD
work_ooc22yw4undevd5gkw5wapert4	267	9	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	267	10	94	94	CD
work_ooc22yw4undevd5gkw5wapert4	267	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	268	1	Lu	Lu	NNP
work_ooc22yw4undevd5gkw5wapert4	268	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	3	Y.	Y.	NNP
work_ooc22yw4undevd5gkw5wapert4	268	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	5	Hu	Hu	NNP
work_ooc22yw4undevd5gkw5wapert4	268	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	7	X.	X.	NNP
work_ooc22yw4undevd5gkw5wapert4	268	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	9	Wang	Wang	NNP
work_ooc22yw4undevd5gkw5wapert4	268	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	11	F.	F.	NNP
work_ooc22yw4undevd5gkw5wapert4	268	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	13	Kumar	Kumar	NNP
work_ooc22yw4undevd5gkw5wapert4	268	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	15	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	268	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	17	Liu	Liu	NNP
work_ooc22yw4undevd5gkw5wapert4	268	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	19	H.	H.	NNP
work_ooc22yw4undevd5gkw5wapert4	268	20	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	268	21	Maciejewski	Maciejewski	NNP
work_ooc22yw4undevd5gkw5wapert4	268	22	,	,	,
work_ooc22yw4undevd5gkw5wapert4	268	23	R.	R.	NNP
work_ooc22yw4undevd5gkw5wapert4	268	24	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	268	25	2015	2015	CD
work_ooc22yw4undevd5gkw5wapert4	268	26	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	268	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	269	1	Visualizing	visualize	VBG
work_ooc22yw4undevd5gkw5wapert4	269	2	Social	Social	NNP
work_ooc22yw4undevd5gkw5wapert4	269	3	Media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	269	4	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	269	5	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	269	6	Disaster	Disaster	NNP
work_ooc22yw4undevd5gkw5wapert4	269	7	Scenarios	Scenarios	NNPS
work_ooc22yw4undevd5gkw5wapert4	269	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	270	1	WWW’15	WWW’15	NNP
work_ooc22yw4undevd5gkw5wapert4	270	2	Companion	Companion	NNP
work_ooc22yw4undevd5gkw5wapert4	270	3	:	:	:
work_ooc22yw4undevd5gkw5wapert4	270	4	Proceedings	proceeding	NNS
work_ooc22yw4undevd5gkw5wapert4	270	5	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	270	6	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	270	7	24th	24th	JJ
work_ooc22yw4undevd5gkw5wapert4	270	8	International	International	NNP
work_ooc22yw4undevd5gkw5wapert4	270	9	Conference	Conference	NNP
work_ooc22yw4undevd5gkw5wapert4	270	10	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	270	11	World	World	NNP
work_ooc22yw4undevd5gkw5wapert4	270	12	Wide	Wide	NNP
work_ooc22yw4undevd5gkw5wapert4	270	13	Web	Web	NNP
work_ooc22yw4undevd5gkw5wapert4	270	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	270	15	1211	1211	CD
work_ooc22yw4undevd5gkw5wapert4	270	16	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	270	17	1215	1215	CD
work_ooc22yw4undevd5gkw5wapert4	270	18	.	.	.
work_ooc22yw4undevd5gkw5wapert4	271	1	Manning	manning	NN
work_ooc22yw4undevd5gkw5wapert4	271	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	271	3	C.D.	C.D.	NNP
work_ooc22yw4undevd5gkw5wapert4	271	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	271	5	Surdeanu	Surdeanu	NNP
work_ooc22yw4undevd5gkw5wapert4	271	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	271	7	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	271	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	271	9	Bauer	Bauer	NNP
work_ooc22yw4undevd5gkw5wapert4	271	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	271	11	J.	J.	NNP
work_ooc22yw4undevd5gkw5wapert4	271	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	271	13	Finkel	Finkel	NNP
work_ooc22yw4undevd5gkw5wapert4	271	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	271	15	J.	J.	NNP
work_ooc22yw4undevd5gkw5wapert4	271	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	271	17	Bethard	Bethard	NNP
work_ooc22yw4undevd5gkw5wapert4	271	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	271	19	S.J.	S.J.	NNP
work_ooc22yw4undevd5gkw5wapert4	272	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	272	2	McClosky	McClosky	NNP
work_ooc22yw4undevd5gkw5wapert4	272	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	272	4	D.	D.	NNP
work_ooc22yw4undevd5gkw5wapert4	272	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	272	6	2014	2014	CD
work_ooc22yw4undevd5gkw5wapert4	272	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	272	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	273	1	The	the	DT
work_ooc22yw4undevd5gkw5wapert4	273	2	Stanford	Stanford	NNP
work_ooc22yw4undevd5gkw5wapert4	273	3	CoreNLP	CoreNLP	NNP
work_ooc22yw4undevd5gkw5wapert4	273	4	Natural	Natural	NNP
work_ooc22yw4undevd5gkw5wapert4	273	5	Language	Language	NNP
work_ooc22yw4undevd5gkw5wapert4	273	6	Processing	Processing	NNP
work_ooc22yw4undevd5gkw5wapert4	273	7	Toolkit	Toolkit	NNP
work_ooc22yw4undevd5gkw5wapert4	273	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	274	1	Proceedings	proceeding	NNS
work_ooc22yw4undevd5gkw5wapert4	274	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	274	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	274	4	52nd	52nd	JJ
work_ooc22yw4undevd5gkw5wapert4	274	5	Annual	Annual	NNP
work_ooc22yw4undevd5gkw5wapert4	274	6	Meeting	Meeting	NNP
work_ooc22yw4undevd5gkw5wapert4	274	7	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	274	8	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	274	9	Association	Association	NNP
work_ooc22yw4undevd5gkw5wapert4	274	10	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	274	11	Computational	Computational	NNP
work_ooc22yw4undevd5gkw5wapert4	274	12	Linguistics	Linguistics	NNPS
work_ooc22yw4undevd5gkw5wapert4	274	13	:	:	:
work_ooc22yw4undevd5gkw5wapert4	274	14	System	System	NNP
work_ooc22yw4undevd5gkw5wapert4	274	15	Demonstrations	Demonstrations	NNPS
work_ooc22yw4undevd5gkw5wapert4	274	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	274	17	55	55	CD
work_ooc22yw4undevd5gkw5wapert4	274	18	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	274	19	60	60	CD
work_ooc22yw4undevd5gkw5wapert4	274	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	275	1	Mirani	Mirani	NNP
work_ooc22yw4undevd5gkw5wapert4	275	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	275	3	T.B.	T.B.	NNP
work_ooc22yw4undevd5gkw5wapert4	275	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	275	5	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	275	6	Sasi	Sasi	NNP
work_ooc22yw4undevd5gkw5wapert4	275	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	275	8	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	275	9	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	275	10	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	275	11	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	275	12	.	.	.
work_ooc22yw4undevd5gkw5wapert4	276	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	276	2	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	276	3	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	276	4	ISIS	ISIS	NNP
work_ooc22yw4undevd5gkw5wapert4	276	5	related	related	JJ
work_ooc22yw4undevd5gkw5wapert4	276	6	Tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	276	7	using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	276	8	Absolute	absolute	JJ
work_ooc22yw4undevd5gkw5wapert4	276	9	location	location	NN
work_ooc22yw4undevd5gkw5wapert4	276	10	.	.	.
work_ooc22yw4undevd5gkw5wapert4	277	1	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	277	2	International	International	NNP
work_ooc22yw4undevd5gkw5wapert4	277	3	Conference	Conference	NNP
work_ooc22yw4undevd5gkw5wapert4	277	4	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	277	5	Computational	Computational	NNP
work_ooc22yw4undevd5gkw5wapert4	277	6	Science	Science	NNP
work_ooc22yw4undevd5gkw5wapert4	277	7	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	277	8	Computational	Computational	NNP
work_ooc22yw4undevd5gkw5wapert4	277	9	Intelligence	Intelligence	NNP
work_ooc22yw4undevd5gkw5wapert4	277	10	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	277	11	CSCI	CSCI	NNP
work_ooc22yw4undevd5gkw5wapert4	277	12	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	277	13	,	,	,
work_ooc22yw4undevd5gkw5wapert4	277	14	1140	1140	CD
work_ooc22yw4undevd5gkw5wapert4	277	15	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	277	16	1145	1145	CD
work_ooc22yw4undevd5gkw5wapert4	277	17	.	.	.
work_ooc22yw4undevd5gkw5wapert4	278	1	Öztürk	Öztürk	NNP
work_ooc22yw4undevd5gkw5wapert4	278	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	278	3	N.	N.	NNP
work_ooc22yw4undevd5gkw5wapert4	278	4	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	278	5	Ayvaz	Ayvaz	NNP
work_ooc22yw4undevd5gkw5wapert4	278	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	278	7	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	278	8	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	278	9	2018	2018	CD
work_ooc22yw4undevd5gkw5wapert4	278	10	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	278	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	279	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	279	2	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	279	3	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	279	4	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	279	5	:	:	:
work_ooc22yw4undevd5gkw5wapert4	279	6	A	a	DT
work_ooc22yw4undevd5gkw5wapert4	279	7	text	text	NN
work_ooc22yw4undevd5gkw5wapert4	279	8	mining	mining	NN
work_ooc22yw4undevd5gkw5wapert4	279	9	approach	approach	NN
work_ooc22yw4undevd5gkw5wapert4	279	10	to	to	IN
work_ooc22yw4undevd5gkw5wapert4	279	11	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	279	12	Syrian	syrian	JJ
work_ooc22yw4undevd5gkw5wapert4	279	13	refugee	refugee	NN
work_ooc22yw4undevd5gkw5wapert4	279	14	crisis	crisis	NN
work_ooc22yw4undevd5gkw5wapert4	279	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	280	1	Telematics	telematic	NNS
work_ooc22yw4undevd5gkw5wapert4	280	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	280	3	Information	information	NN
work_ooc22yw4undevd5gkw5wapert4	280	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	280	5	35(1	35(1	CD
work_ooc22yw4undevd5gkw5wapert4	280	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	280	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	280	8	136	136	CD
work_ooc22yw4undevd5gkw5wapert4	280	9	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	280	10	147	147	CD
work_ooc22yw4undevd5gkw5wapert4	280	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	281	1	Pang	Pang	NNP
work_ooc22yw4undevd5gkw5wapert4	281	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	281	3	B.	B.	NNP
work_ooc22yw4undevd5gkw5wapert4	282	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	282	2	Lee	Lee	NNP
work_ooc22yw4undevd5gkw5wapert4	282	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	282	4	L.	L.	NNP
work_ooc22yw4undevd5gkw5wapert4	282	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	282	6	2008	2008	CD
work_ooc22yw4undevd5gkw5wapert4	282	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	282	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	283	1	Opinion	opinion	NN
work_ooc22yw4undevd5gkw5wapert4	283	2	mining	mining	NN
work_ooc22yw4undevd5gkw5wapert4	283	3	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	283	4	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	283	5	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	283	6	.	.	.
work_ooc22yw4undevd5gkw5wapert4	284	1	Foundations	foundation	NNS
work_ooc22yw4undevd5gkw5wapert4	284	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	284	3	Trends	Trends	NNPS
work_ooc22yw4undevd5gkw5wapert4	284	4	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	284	5	Information	Information	NNP
work_ooc22yw4undevd5gkw5wapert4	284	6	Retrieval	Retrieval	NNP
work_ooc22yw4undevd5gkw5wapert4	284	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	284	8	2(1	2(1	NNP
work_ooc22yw4undevd5gkw5wapert4	284	9	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	284	10	2	2	CD
work_ooc22yw4undevd5gkw5wapert4	284	11	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	284	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	284	13	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	284	14	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	284	15	135	135	CD
work_ooc22yw4undevd5gkw5wapert4	284	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	285	1	Reithmeier	reithmei	JJR
work_ooc22yw4undevd5gkw5wapert4	285	2	et	et	NNP
work_ooc22yw4undevd5gkw5wapert4	285	3	al	al	NNP
work_ooc22yw4undevd5gkw5wapert4	285	4	96	96	CD
work_ooc22yw4undevd5gkw5wapert4	285	5	Poorthuis	Poorthuis	NNP
work_ooc22yw4undevd5gkw5wapert4	285	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	285	7	A.	a.	NN
work_ooc22yw4undevd5gkw5wapert4	285	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	285	9	Zook	Zook	NNP
work_ooc22yw4undevd5gkw5wapert4	285	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	285	11	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	285	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	285	13	Shelton	Shelton	NNP
work_ooc22yw4undevd5gkw5wapert4	285	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	285	15	T.	T.	NNP
work_ooc22yw4undevd5gkw5wapert4	285	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	285	17	Graham	Graham	NNP
work_ooc22yw4undevd5gkw5wapert4	285	18	,	,	,
work_ooc22yw4undevd5gkw5wapert4	285	19	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	285	20	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	285	21	Stephens	Stephens	NNP
work_ooc22yw4undevd5gkw5wapert4	285	22	,	,	,
work_ooc22yw4undevd5gkw5wapert4	285	23	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	285	24	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	285	25	2014	2014	CD
work_ooc22yw4undevd5gkw5wapert4	285	26	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	285	27	.	.	.
work_ooc22yw4undevd5gkw5wapert4	286	1	Using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	286	2	Geotagged	Geotagged	NNP
work_ooc22yw4undevd5gkw5wapert4	286	3	Digital	Digital	NNP
work_ooc22yw4undevd5gkw5wapert4	286	4	Social	Social	NNP
work_ooc22yw4undevd5gkw5wapert4	286	5	Data	Data	NNP
work_ooc22yw4undevd5gkw5wapert4	286	6	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	286	7	Geographic	Geographic	NNP
work_ooc22yw4undevd5gkw5wapert4	286	8	Research	Research	NNP
work_ooc22yw4undevd5gkw5wapert4	286	9	.	.	.
work_ooc22yw4undevd5gkw5wapert4	287	1	Retrieved	retrieve	VBN
work_ooc22yw4undevd5gkw5wapert4	287	2	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	287	3	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2513938	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2513938	NN
work_ooc22yw4undevd5gkw5wapert4	287	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	287	5	December	December	NNP
work_ooc22yw4undevd5gkw5wapert4	287	6	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	287	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	287	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	288	1	Reithmeier	Reithmeier	NNP
work_ooc22yw4undevd5gkw5wapert4	288	2	C.	C.	NNP
work_ooc22yw4undevd5gkw5wapert4	288	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	288	4	Buschbaum	Buschbaum	NNP
work_ooc22yw4undevd5gkw5wapert4	288	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	288	6	K.	K.	NNP
work_ooc22yw4undevd5gkw5wapert4	288	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	288	8	Blitz	Blitz	NNP
work_ooc22yw4undevd5gkw5wapert4	288	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	288	10	A.	a.	NN
work_ooc22yw4undevd5gkw5wapert4	289	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	289	2	Kanwischer	Kanwischer	NNP
work_ooc22yw4undevd5gkw5wapert4	289	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	289	4	D.	D.	NNP
work_ooc22yw4undevd5gkw5wapert4	289	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	289	6	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	289	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	289	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	290	1	‘	'	``
work_ooc22yw4undevd5gkw5wapert4	290	2	Heaven	Heaven	NNP
work_ooc22yw4undevd5gkw5wapert4	290	3	.	.	.
work_ooc22yw4undevd5gkw5wapert4	291	1	#	#	JJR
work_ooc22yw4undevd5gkw5wapert4	291	2	shopping	shop	VBG
work_ooc22yw4undevd5gkw5wapert4	291	3	#	#	NNP
work_ooc22yw4undevd5gkw5wapert4	291	4	Frankfurt	Frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	291	5	#	#	NN
work_ooc22yw4undevd5gkw5wapert4	291	6	weekend	weekend	VB
work_ooc22yw4undevd5gkw5wapert4	291	7	#	#	$
work_ooc22yw4undevd5gkw5wapert4	291	8	joy	joy	NN
work_ooc22yw4undevd5gkw5wapert4	291	9	’	'	''
work_ooc22yw4undevd5gkw5wapert4	291	10	–	–	:
work_ooc22yw4undevd5gkw5wapert4	291	11	Hashtags	hashtag	NNS
work_ooc22yw4undevd5gkw5wapert4	291	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	291	13	Constructions	Constructions	NNPS
work_ooc22yw4undevd5gkw5wapert4	291	14	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	291	15	Space	Space	NNP
work_ooc22yw4undevd5gkw5wapert4	291	16	,	,	,
work_ooc22yw4undevd5gkw5wapert4	291	17	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	291	18	Geography	Geography	NNP
work_ooc22yw4undevd5gkw5wapert4	291	19	Education	Education	NNP
work_ooc22yw4undevd5gkw5wapert4	291	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	292	1	GI_Forum	GI_Forum	NFP
work_ooc22yw4undevd5gkw5wapert4	292	2	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	292	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	292	4	Vol	Vol	NNP
work_ooc22yw4undevd5gkw5wapert4	292	5	.	.	.
work_ooc22yw4undevd5gkw5wapert4	293	1	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	293	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	293	3	282	282	CD
work_ooc22yw4undevd5gkw5wapert4	293	4	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	293	5	294	294	CD
work_ooc22yw4undevd5gkw5wapert4	293	6	.	.	.
work_ooc22yw4undevd5gkw5wapert4	294	1	Stefanidis	Stefanidis	NNP
work_ooc22yw4undevd5gkw5wapert4	294	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	294	3	A.	a.	NN
work_ooc22yw4undevd5gkw5wapert4	294	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	294	5	Crooks	Crooks	NNP
work_ooc22yw4undevd5gkw5wapert4	294	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	294	7	A.	a.	NN
work_ooc22yw4undevd5gkw5wapert4	295	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	295	2	Radzikowski	Radzikowski	NNP
work_ooc22yw4undevd5gkw5wapert4	295	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	295	4	J.	J.	NNP
work_ooc22yw4undevd5gkw5wapert4	296	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	296	2	2013	2013	CD
work_ooc22yw4undevd5gkw5wapert4	296	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	296	4	.	.	.
work_ooc22yw4undevd5gkw5wapert4	297	1	Harvesting	harvest	VBG
work_ooc22yw4undevd5gkw5wapert4	297	2	ambient	ambient	JJ
work_ooc22yw4undevd5gkw5wapert4	297	3	geospatial	geospatial	JJ
work_ooc22yw4undevd5gkw5wapert4	297	4	information	information	NN
work_ooc22yw4undevd5gkw5wapert4	297	5	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	297	6	social	social	JJ
work_ooc22yw4undevd5gkw5wapert4	297	7	media	medium	NNS
work_ooc22yw4undevd5gkw5wapert4	297	8	feeds	feed	NNS
work_ooc22yw4undevd5gkw5wapert4	297	9	.	.	.
work_ooc22yw4undevd5gkw5wapert4	298	1	GeoJournal	GeoJournal	NNP
work_ooc22yw4undevd5gkw5wapert4	298	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	298	3	78	78	CD
work_ooc22yw4undevd5gkw5wapert4	298	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	298	5	319	319	CD
work_ooc22yw4undevd5gkw5wapert4	298	6	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	298	7	338	338	CD
work_ooc22yw4undevd5gkw5wapert4	298	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	299	1	Strohmaier	strohmai	JJR
work_ooc22yw4undevd5gkw5wapert4	299	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	299	3	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	299	4	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	299	5	Zens	Zens	NNP
work_ooc22yw4undevd5gkw5wapert4	299	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	299	7	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	299	8	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	299	9	2014	2014	CD
work_ooc22yw4undevd5gkw5wapert4	299	10	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	299	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	300	1	Analyse	Analyse	NNP
work_ooc22yw4undevd5gkw5wapert4	300	2	Sozialer	Sozialer	NNP
work_ooc22yw4undevd5gkw5wapert4	300	3	Medien	Medien	NNP
work_ooc22yw4undevd5gkw5wapert4	300	4	an	an	DT
work_ooc22yw4undevd5gkw5wapert4	300	5	der	der	NN
work_ooc22yw4undevd5gkw5wapert4	300	6	Schnittstelle	Schnittstelle	NNP
work_ooc22yw4undevd5gkw5wapert4	300	7	zwischen	zwischen	NNP
work_ooc22yw4undevd5gkw5wapert4	300	8	Informatik	Informatik	NNP
work_ooc22yw4undevd5gkw5wapert4	300	9	und	und	RB
work_ooc22yw4undevd5gkw5wapert4	300	10	Sozialwissenschaften	Sozialwissenschaften	NNP
work_ooc22yw4undevd5gkw5wapert4	300	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	301	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	301	2	König	König	NNP
work_ooc22yw4undevd5gkw5wapert4	301	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	301	4	C.	C.	NNP
work_ooc22yw4undevd5gkw5wapert4	301	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	301	6	Stahl	Stahl	NNP
work_ooc22yw4undevd5gkw5wapert4	301	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	301	8	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	301	9	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	301	10	Wiegand	Wiegand	NNP
work_ooc22yw4undevd5gkw5wapert4	301	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	301	12	E.	E.	NNP
work_ooc22yw4undevd5gkw5wapert4	302	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	302	2	Eds	Eds	NNP
work_ooc22yw4undevd5gkw5wapert4	302	3	.	.	.
work_ooc22yw4undevd5gkw5wapert4	302	4	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	302	5	.	.	.
work_ooc22yw4undevd5gkw5wapert4	303	1	Soziale	Soziale	NNP
work_ooc22yw4undevd5gkw5wapert4	303	2	Medien	Medien	NNP
work_ooc22yw4undevd5gkw5wapert4	303	3	:	:	:
work_ooc22yw4undevd5gkw5wapert4	303	4	Gegenstand	Gegenstand	NNP
work_ooc22yw4undevd5gkw5wapert4	303	5	und	und	JJ
work_ooc22yw4undevd5gkw5wapert4	303	6	Instrument	Instrument	NNP
work_ooc22yw4undevd5gkw5wapert4	303	7	der	der	VBP
work_ooc22yw4undevd5gkw5wapert4	303	8	Forschung	Forschung	NNP
work_ooc22yw4undevd5gkw5wapert4	303	9	.	.	.
work_ooc22yw4undevd5gkw5wapert4	304	1	Schriftenreihe	Schriftenreihe	NNP
work_ooc22yw4undevd5gkw5wapert4	304	2	der	der	VBD
work_ooc22yw4undevd5gkw5wapert4	304	3	Arbeitsgemeinschaft	Arbeitsgemeinschaft	NNP
work_ooc22yw4undevd5gkw5wapert4	304	4	Sozialwissenschaftlicher	Sozialwissenschaftlicher	NNP
work_ooc22yw4undevd5gkw5wapert4	304	5	Institute	Institute	NNP
work_ooc22yw4undevd5gkw5wapert4	304	6	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	304	7	ASI	ASI	NNP
work_ooc22yw4undevd5gkw5wapert4	304	8	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	304	9	.	.	.
work_ooc22yw4undevd5gkw5wapert4	305	1	Wiesbaden	Wiesbaden	NNP
work_ooc22yw4undevd5gkw5wapert4	305	2	:	:	:
work_ooc22yw4undevd5gkw5wapert4	305	3	Springer	Springer	NNP
work_ooc22yw4undevd5gkw5wapert4	305	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	305	5	73	73	CD
work_ooc22yw4undevd5gkw5wapert4	305	6	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	305	7	95	95	CD
work_ooc22yw4undevd5gkw5wapert4	305	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	306	1	Thelwall	Thelwall	NNP
work_ooc22yw4undevd5gkw5wapert4	306	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	306	3	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	306	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	306	5	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	306	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	306	7	.	.	.
work_ooc22yw4undevd5gkw5wapert4	307	1	Heart	heart	NN
work_ooc22yw4undevd5gkw5wapert4	307	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	307	3	Soul	soul	NN
work_ooc22yw4undevd5gkw5wapert4	307	4	:	:	:
work_ooc22yw4undevd5gkw5wapert4	307	5	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	307	6	Strength	Strength	NNP
work_ooc22yw4undevd5gkw5wapert4	307	7	Detection	detection	NN
work_ooc22yw4undevd5gkw5wapert4	307	8	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	307	9	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	307	10	Social	Social	NNP
work_ooc22yw4undevd5gkw5wapert4	307	11	Web	Web	NNP
work_ooc22yw4undevd5gkw5wapert4	307	12	with	with	IN
work_ooc22yw4undevd5gkw5wapert4	307	13	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	307	14	.	.	.
work_ooc22yw4undevd5gkw5wapert4	308	1	In	in	IN
work_ooc22yw4undevd5gkw5wapert4	308	2	Hołyst	Hołyst	NNP
work_ooc22yw4undevd5gkw5wapert4	308	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	308	4	J.	J.	NNP
work_ooc22yw4undevd5gkw5wapert4	309	1	A.	A.	NNP
work_ooc22yw4undevd5gkw5wapert4	310	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	310	2	Eds	Eds	NNP
work_ooc22yw4undevd5gkw5wapert4	310	3	.	.	.
work_ooc22yw4undevd5gkw5wapert4	310	4	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	310	5	.	.	.
work_ooc22yw4undevd5gkw5wapert4	311	1	Cyberemotions	cyberemotion	NNS
work_ooc22yw4undevd5gkw5wapert4	311	2	:	:	:
work_ooc22yw4undevd5gkw5wapert4	311	3	Collective	collective	JJ
work_ooc22yw4undevd5gkw5wapert4	311	4	emotions	emotion	NNS
work_ooc22yw4undevd5gkw5wapert4	311	5	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	311	6	cyberspace	cyberspace	NN
work_ooc22yw4undevd5gkw5wapert4	311	7	.	.	.
work_ooc22yw4undevd5gkw5wapert4	312	1	Cham	Cham	NNP
work_ooc22yw4undevd5gkw5wapert4	312	2	:	:	:
work_ooc22yw4undevd5gkw5wapert4	312	3	Springer	Springer	NNP
work_ooc22yw4undevd5gkw5wapert4	312	4	International	International	NNP
work_ooc22yw4undevd5gkw5wapert4	312	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	312	6	119	119	CD
work_ooc22yw4undevd5gkw5wapert4	312	7	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	312	8	134	134	CD
work_ooc22yw4undevd5gkw5wapert4	312	9	.	.	.
work_ooc22yw4undevd5gkw5wapert4	313	1	Thelwall	Thelwall	NNP
work_ooc22yw4undevd5gkw5wapert4	313	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	313	3	M.	M.	NNP
work_ooc22yw4undevd5gkw5wapert4	313	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	313	5	Buckley	Buckley	NNP
work_ooc22yw4undevd5gkw5wapert4	313	6	;	;	:
work_ooc22yw4undevd5gkw5wapert4	313	7	K.	K.	NNP
work_ooc22yw4undevd5gkw5wapert4	313	8	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	313	9	Paltoglou	Paltoglou	NNP
work_ooc22yw4undevd5gkw5wapert4	313	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	313	11	G.	G.	NNP
work_ooc22yw4undevd5gkw5wapert4	313	12	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	313	13	2011	2011	CD
work_ooc22yw4undevd5gkw5wapert4	313	14	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	313	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	314	1	Sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	314	2	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	314	3	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	314	4	events	event	NNS
work_ooc22yw4undevd5gkw5wapert4	314	5	.	.	.
work_ooc22yw4undevd5gkw5wapert4	315	1	Journal	Journal	NNP
work_ooc22yw4undevd5gkw5wapert4	315	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	315	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	315	4	American	American	NNP
work_ooc22yw4undevd5gkw5wapert4	315	5	Society	Society	NNP
work_ooc22yw4undevd5gkw5wapert4	315	6	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	315	7	Information	Information	NNP
work_ooc22yw4undevd5gkw5wapert4	315	8	Science	Science	NNP
work_ooc22yw4undevd5gkw5wapert4	315	9	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	315	10	Technology	Technology	NNP
work_ooc22yw4undevd5gkw5wapert4	315	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	315	12	62(2	62(2	CD
work_ooc22yw4undevd5gkw5wapert4	315	13	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	315	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	315	15	406	406	CD
work_ooc22yw4undevd5gkw5wapert4	315	16	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	315	17	418	418	CD
work_ooc22yw4undevd5gkw5wapert4	315	18	.	.	.
work_ooc22yw4undevd5gkw5wapert4	316	1	University	University	NNP
work_ooc22yw4undevd5gkw5wapert4	316	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	316	3	Sheffield	Sheffield	NNP
work_ooc22yw4undevd5gkw5wapert4	316	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	316	5	2018	2018	CD
work_ooc22yw4undevd5gkw5wapert4	316	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	316	7	:	:	:
work_ooc22yw4undevd5gkw5wapert4	316	8	GATE	GATE	NNP
work_ooc22yw4undevd5gkw5wapert4	316	9	–	–	:
work_ooc22yw4undevd5gkw5wapert4	316	10	general	general	JJ
work_ooc22yw4undevd5gkw5wapert4	316	11	architecture	architecture	NN
work_ooc22yw4undevd5gkw5wapert4	316	12	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	316	13	text	text	NN
work_ooc22yw4undevd5gkw5wapert4	316	14	engineering	engineering	NN
work_ooc22yw4undevd5gkw5wapert4	316	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	317	1	Retrieved	retrieve	VBN
work_ooc22yw4undevd5gkw5wapert4	317	2	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	317	3	https://gate.ac.uk/	https://gate.ac.uk/	NN
work_ooc22yw4undevd5gkw5wapert4	317	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	317	5	April	April	NNP
work_ooc22yw4undevd5gkw5wapert4	317	6	2018	2018	CD
work_ooc22yw4undevd5gkw5wapert4	317	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	317	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	318	1	University	University	NNP
work_ooc22yw4undevd5gkw5wapert4	318	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	318	3	Waikato	Waikato	NNP
work_ooc22yw4undevd5gkw5wapert4	318	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	318	5	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	318	6	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	318	7	.	.	.
work_ooc22yw4undevd5gkw5wapert4	319	1	Weka	Weka	NNP
work_ooc22yw4undevd5gkw5wapert4	319	2	3	3	CD
work_ooc22yw4undevd5gkw5wapert4	319	3	:	:	:
work_ooc22yw4undevd5gkw5wapert4	319	4	Data	Data	NNP
work_ooc22yw4undevd5gkw5wapert4	319	5	Mining	Mining	NNP
work_ooc22yw4undevd5gkw5wapert4	319	6	Software	Software	NNP
work_ooc22yw4undevd5gkw5wapert4	319	7	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	319	8	Java	Java	NNP
work_ooc22yw4undevd5gkw5wapert4	319	9	.	.	.
work_ooc22yw4undevd5gkw5wapert4	320	1	Retrieved	retrieve	VBN
work_ooc22yw4undevd5gkw5wapert4	320	2	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	320	3	https://www.cs.waikato.ac.nz/ml/weka/index.html	https://www.cs.waikato.ac.nz/ml/weka/index.html	NN
work_ooc22yw4undevd5gkw5wapert4	320	4	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	320	5	December	December	NNP
work_ooc22yw4undevd5gkw5wapert4	320	6	2017	2017	CD
work_ooc22yw4undevd5gkw5wapert4	320	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	320	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	321	1	Willis	Willis	NNP
work_ooc22yw4undevd5gkw5wapert4	321	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	321	3	E.	E.	NNP
work_ooc22yw4undevd5gkw5wapert4	321	4	R.	R.	NNP
work_ooc22yw4undevd5gkw5wapert4	321	5	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	321	6	Fecteau	Fecteau	NNP
work_ooc22yw4undevd5gkw5wapert4	321	7	,	,	,
work_ooc22yw4undevd5gkw5wapert4	321	8	A.	a.	NN
work_ooc22yw4undevd5gkw5wapert4	322	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	322	2	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	322	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	322	4	.	.	.
work_ooc22yw4undevd5gkw5wapert4	323	1	Humor	humor	NN
work_ooc22yw4undevd5gkw5wapert4	323	2	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	323	3	Identity	Identity	NNP
work_ooc22yw4undevd5gkw5wapert4	323	4	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	323	5	Twitter	Twitter	NNP
work_ooc22yw4undevd5gkw5wapert4	323	6	:	:	:
work_ooc22yw4undevd5gkw5wapert4	323	7	#	#	NN
work_ooc22yw4undevd5gkw5wapert4	323	8	muslimcandyheartrejects	muslimcandyheartreject	NNS
work_ooc22yw4undevd5gkw5wapert4	323	9	as	as	IN
work_ooc22yw4undevd5gkw5wapert4	323	10	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	323	11	Digital	Digital	NNP
work_ooc22yw4undevd5gkw5wapert4	323	12	Space	Space	NNP
work_ooc22yw4undevd5gkw5wapert4	323	13	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	323	14	Identity	Identity	NNP
work_ooc22yw4undevd5gkw5wapert4	323	15	Construction	Construction	NNP
work_ooc22yw4undevd5gkw5wapert4	323	16	.	.	.
work_ooc22yw4undevd5gkw5wapert4	324	1	Journal	Journal	NNP
work_ooc22yw4undevd5gkw5wapert4	324	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	324	3	Muslim	Muslim	NNP
work_ooc22yw4undevd5gkw5wapert4	324	4	Minority	Minority	NNP
work_ooc22yw4undevd5gkw5wapert4	324	5	Affairs	Affairs	NNPS
work_ooc22yw4undevd5gkw5wapert4	324	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	324	7	36(1	36(1	JJ
work_ooc22yw4undevd5gkw5wapert4	324	8	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	324	9	,	,	,
work_ooc22yw4undevd5gkw5wapert4	324	10	32	32	CD
work_ooc22yw4undevd5gkw5wapert4	324	11	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	324	12	45	45	CD
work_ooc22yw4undevd5gkw5wapert4	324	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	325	1	Xia	Xia	NNP
work_ooc22yw4undevd5gkw5wapert4	325	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	325	3	R.	R.	NNP
work_ooc22yw4undevd5gkw5wapert4	325	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	325	5	Xu	Xu	NNP
work_ooc22yw4undevd5gkw5wapert4	325	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	325	7	F.	F.	NNP
work_ooc22yw4undevd5gkw5wapert4	325	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	325	9	Yu	Yu	NNP
work_ooc22yw4undevd5gkw5wapert4	325	10	,	,	,
work_ooc22yw4undevd5gkw5wapert4	325	11	J.	J.	NNP
work_ooc22yw4undevd5gkw5wapert4	325	12	,	,	,
work_ooc22yw4undevd5gkw5wapert4	325	13	Qi	Qi	NNP
work_ooc22yw4undevd5gkw5wapert4	325	14	,	,	,
work_ooc22yw4undevd5gkw5wapert4	325	15	Y.	Y.	NNP
work_ooc22yw4undevd5gkw5wapert4	326	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	326	2	Cambria	Cambria	NNP
work_ooc22yw4undevd5gkw5wapert4	326	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	326	4	E.	E.	NNP
work_ooc22yw4undevd5gkw5wapert4	326	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	326	6	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	326	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	326	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	327	1	Polarity	polarity	NN
work_ooc22yw4undevd5gkw5wapert4	327	2	shift	shift	VBP
work_ooc22yw4undevd5gkw5wapert4	327	3	detection	detection	NN
work_ooc22yw4undevd5gkw5wapert4	327	4	,	,	,
work_ooc22yw4undevd5gkw5wapert4	327	5	elimination	elimination	NN
work_ooc22yw4undevd5gkw5wapert4	327	6	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	327	7	ensemble	ensemble	NN
work_ooc22yw4undevd5gkw5wapert4	327	8	:	:	:
work_ooc22yw4undevd5gkw5wapert4	327	9	A	a	DT
work_ooc22yw4undevd5gkw5wapert4	327	10	three	three	CD
work_ooc22yw4undevd5gkw5wapert4	327	11	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	327	12	stage	stage	NN
work_ooc22yw4undevd5gkw5wapert4	327	13	model	model	NN
work_ooc22yw4undevd5gkw5wapert4	327	14	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	327	15	document	document	NN
work_ooc22yw4undevd5gkw5wapert4	327	16	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	327	17	level	level	NN
work_ooc22yw4undevd5gkw5wapert4	327	18	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	327	19	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	327	20	.	.	.
work_ooc22yw4undevd5gkw5wapert4	328	1	Information	Information	NNP
work_ooc22yw4undevd5gkw5wapert4	328	2	Processing	Processing	NNP
work_ooc22yw4undevd5gkw5wapert4	328	3	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	328	4	Management	Management	NNP
work_ooc22yw4undevd5gkw5wapert4	328	5	,	,	,
work_ooc22yw4undevd5gkw5wapert4	328	6	52(1	52(1	CD
work_ooc22yw4undevd5gkw5wapert4	328	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	328	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	328	9	36	36	CD
work_ooc22yw4undevd5gkw5wapert4	328	10	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	328	11	45	45	CD
work_ooc22yw4undevd5gkw5wapert4	328	12	.	.	.
work_ooc22yw4undevd5gkw5wapert4	329	1	You	-PRON-	PRP
work_ooc22yw4undevd5gkw5wapert4	329	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	329	3	L.	L.	NNP
work_ooc22yw4undevd5gkw5wapert4	329	4	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	329	5	Tuncer	Tuncer	NNP
work_ooc22yw4undevd5gkw5wapert4	329	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	329	7	B.	B.	NNP
work_ooc22yw4undevd5gkw5wapert4	330	1	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	330	2	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	330	3	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	330	4	.	.	.
work_ooc22yw4undevd5gkw5wapert4	331	1	Exploring	explore	VBG
work_ooc22yw4undevd5gkw5wapert4	331	2	public	public	JJ
work_ooc22yw4undevd5gkw5wapert4	331	3	sentiments	sentiment	NNS
work_ooc22yw4undevd5gkw5wapert4	331	4	for	for	IN
work_ooc22yw4undevd5gkw5wapert4	331	5	livable	livable	JJ
work_ooc22yw4undevd5gkw5wapert4	331	6	places	place	NNS
work_ooc22yw4undevd5gkw5wapert4	331	7	based	base	VBN
work_ooc22yw4undevd5gkw5wapert4	331	8	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	331	9	a	a	DT
work_ooc22yw4undevd5gkw5wapert4	331	10	crowd-	crowd-	NN
work_ooc22yw4undevd5gkw5wapert4	331	11	calibrated	calibrate	VBN
work_ooc22yw4undevd5gkw5wapert4	331	12	sentiment	sentiment	NN
work_ooc22yw4undevd5gkw5wapert4	331	13	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	331	14	mechanism	mechanism	NN
work_ooc22yw4undevd5gkw5wapert4	331	15	.	.	.
work_ooc22yw4undevd5gkw5wapert4	332	1	Proceedings	proceeding	NNS
work_ooc22yw4undevd5gkw5wapert4	332	2	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	332	3	the	the	DT
work_ooc22yw4undevd5gkw5wapert4	332	4	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	332	5	IEEE	IEEE	NNP
work_ooc22yw4undevd5gkw5wapert4	332	6	/	/	SYM
work_ooc22yw4undevd5gkw5wapert4	332	7	ACM	ACM	NNP
work_ooc22yw4undevd5gkw5wapert4	332	8	International	International	NNP
work_ooc22yw4undevd5gkw5wapert4	332	9	Conference	Conference	NNP
work_ooc22yw4undevd5gkw5wapert4	332	10	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	332	11	Advances	Advances	NNPS
work_ooc22yw4undevd5gkw5wapert4	332	12	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	332	13	Social	Social	NNP
work_ooc22yw4undevd5gkw5wapert4	332	14	Networks	Networks	NNP
work_ooc22yw4undevd5gkw5wapert4	332	15	Analysis	Analysis	NNP
work_ooc22yw4undevd5gkw5wapert4	332	16	and	and	CC
work_ooc22yw4undevd5gkw5wapert4	332	17	Mining	Mining	NNP
work_ooc22yw4undevd5gkw5wapert4	332	18	ASONAM	ASONAM	NNP
work_ooc22yw4undevd5gkw5wapert4	332	19	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	332	20	,	,	,
work_ooc22yw4undevd5gkw5wapert4	332	21	693	693	CD
work_ooc22yw4undevd5gkw5wapert4	332	22	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	332	23	700	700	CD
work_ooc22yw4undevd5gkw5wapert4	332	24	.	.	.
work_ooc22yw4undevd5gkw5wapert4	333	1	Zhang	Zhang	NNP
work_ooc22yw4undevd5gkw5wapert4	333	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	333	3	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	333	4	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	333	5	Feick	Feick	NNP
work_ooc22yw4undevd5gkw5wapert4	333	6	,	,	,
work_ooc22yw4undevd5gkw5wapert4	333	7	R.	R.	NNP
work_ooc22yw4undevd5gkw5wapert4	333	8	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	333	9	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	333	10	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	333	11	.	.	.
work_ooc22yw4undevd5gkw5wapert4	334	1	Understanding	understand	VBG
work_ooc22yw4undevd5gkw5wapert4	334	2	Public	Public	NNP
work_ooc22yw4undevd5gkw5wapert4	334	3	Opinions	Opinions	NNPS
work_ooc22yw4undevd5gkw5wapert4	334	4	from	from	IN
work_ooc22yw4undevd5gkw5wapert4	334	5	Geosocial	Geosocial	NNP
work_ooc22yw4undevd5gkw5wapert4	334	6	Media	Media	NNP
work_ooc22yw4undevd5gkw5wapert4	334	7	.	.	.
work_ooc22yw4undevd5gkw5wapert4	335	1	ISPRS	ISPRS	NNP
work_ooc22yw4undevd5gkw5wapert4	335	2	International	International	NNP
work_ooc22yw4undevd5gkw5wapert4	335	3	Journal	Journal	NNP
work_ooc22yw4undevd5gkw5wapert4	335	4	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	335	5	Geo	Geo	NNP
work_ooc22yw4undevd5gkw5wapert4	335	6	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	335	7	Information	Information	NNP
work_ooc22yw4undevd5gkw5wapert4	335	8	,	,	,
work_ooc22yw4undevd5gkw5wapert4	335	9	5(6	5(6	NNP
work_ooc22yw4undevd5gkw5wapert4	335	10	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	335	11	,	,	,
work_ooc22yw4undevd5gkw5wapert4	335	12	Nr	Nr	NNP
work_ooc22yw4undevd5gkw5wapert4	335	13	.	.	.
work_ooc22yw4undevd5gkw5wapert4	336	1	74	74	CD
work_ooc22yw4undevd5gkw5wapert4	336	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	336	3	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	336	4	-	-	SYM
work_ooc22yw4undevd5gkw5wapert4	336	5	20	20	CD
work_ooc22yw4undevd5gkw5wapert4	336	6	.	.	.
work_ooc22yw4undevd5gkw5wapert4	337	1	Zhu	Zhu	NNP
work_ooc22yw4undevd5gkw5wapert4	337	2	,	,	,
work_ooc22yw4undevd5gkw5wapert4	337	3	Y.	Y.	NNP
work_ooc22yw4undevd5gkw5wapert4	338	1	&	&	CC
work_ooc22yw4undevd5gkw5wapert4	338	2	Newsam	Newsam	NNP
work_ooc22yw4undevd5gkw5wapert4	338	3	,	,	,
work_ooc22yw4undevd5gkw5wapert4	338	4	S.	S.	NNP
work_ooc22yw4undevd5gkw5wapert4	338	5	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	338	6	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	338	7	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	338	8	.	.	.
work_ooc22yw4undevd5gkw5wapert4	339	1	Spatio	spatio	NN
work_ooc22yw4undevd5gkw5wapert4	339	2	-	-	HYPH
work_ooc22yw4undevd5gkw5wapert4	339	3	Temporal	Temporal	NNP
work_ooc22yw4undevd5gkw5wapert4	339	4	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	339	5	Hotspot	Hotspot	NNP
work_ooc22yw4undevd5gkw5wapert4	339	6	Detection	detection	NN
work_ooc22yw4undevd5gkw5wapert4	339	7	Using	use	VBG
work_ooc22yw4undevd5gkw5wapert4	339	8	Geotagged	Geotagged	NNP
work_ooc22yw4undevd5gkw5wapert4	339	9	Photos	Photos	NNP
work_ooc22yw4undevd5gkw5wapert4	339	10	.	.	.
work_ooc22yw4undevd5gkw5wapert4	340	1	24th	24th	JJ
work_ooc22yw4undevd5gkw5wapert4	340	2	ACM	ACM	NNP
work_ooc22yw4undevd5gkw5wapert4	340	3	Sigspatial	Sigspatial	NNP
work_ooc22yw4undevd5gkw5wapert4	340	4	International	International	NNP
work_ooc22yw4undevd5gkw5wapert4	340	5	Conference	Conference	NNP
work_ooc22yw4undevd5gkw5wapert4	340	6	on	on	IN
work_ooc22yw4undevd5gkw5wapert4	340	7	Advances	Advances	NNPS
work_ooc22yw4undevd5gkw5wapert4	340	8	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	340	9	Geographic	Geographic	NNP
work_ooc22yw4undevd5gkw5wapert4	340	10	Information	Information	NNP
work_ooc22yw4undevd5gkw5wapert4	340	11	Systems	Systems	NNPS
work_ooc22yw4undevd5gkw5wapert4	340	12	(	(	-LRB-
work_ooc22yw4undevd5gkw5wapert4	340	13	ACM	ACM	NNP
work_ooc22yw4undevd5gkw5wapert4	340	14	SIGSPATIAL	sigspatial	NN
work_ooc22yw4undevd5gkw5wapert4	340	15	GIS	GIS	NNP
work_ooc22yw4undevd5gkw5wapert4	340	16	2016	2016	CD
work_ooc22yw4undevd5gkw5wapert4	340	17	)	)	-RRB-
work_ooc22yw4undevd5gkw5wapert4	340	18	.	.	.
work_ooc22yw4undevd5gkw5wapert4	341	1	1	1	CD
work_ooc22yw4undevd5gkw5wapert4	341	2	Introduction	introduction	NN
work_ooc22yw4undevd5gkw5wapert4	341	3	2	2	CD
work_ooc22yw4undevd5gkw5wapert4	341	4	Sentiment	Sentiment	NNP
work_ooc22yw4undevd5gkw5wapert4	341	5	analysis	analysis	NN
work_ooc22yw4undevd5gkw5wapert4	341	6	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	341	7	current	current	JJ
work_ooc22yw4undevd5gkw5wapert4	341	8	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	341	9	3	3	CD
work_ooc22yw4undevd5gkw5wapert4	341	10	Case	Case	NNP
work_ooc22yw4undevd5gkw5wapert4	341	11	Study	Study	NNP
work_ooc22yw4undevd5gkw5wapert4	341	12	:	:	:
work_ooc22yw4undevd5gkw5wapert4	341	13	tweets	tweet	NNS
work_ooc22yw4undevd5gkw5wapert4	341	14	containing	contain	VBG
work_ooc22yw4undevd5gkw5wapert4	341	15	#	#	$
work_ooc22yw4undevd5gkw5wapert4	341	16	ostend	ostend	VBP
work_ooc22yw4undevd5gkw5wapert4	341	17	#	#	$
work_ooc22yw4undevd5gkw5wapert4	341	18	frankfurt	frankfurt	NNP
work_ooc22yw4undevd5gkw5wapert4	341	19	4	4	CD
work_ooc22yw4undevd5gkw5wapert4	341	20	Results	result	NNS
work_ooc22yw4undevd5gkw5wapert4	341	21	5	5	CD
work_ooc22yw4undevd5gkw5wapert4	341	22	Discussion	discussion	NN
work_ooc22yw4undevd5gkw5wapert4	341	23	:	:	:
work_ooc22yw4undevd5gkw5wapert4	341	24	Potentials	Potentials	NNPS
work_ooc22yw4undevd5gkw5wapert4	341	25	of	of	IN
work_ooc22yw4undevd5gkw5wapert4	341	26	SentiStrength	SentiStrength	NNP
work_ooc22yw4undevd5gkw5wapert4	341	27	in	in	IN
work_ooc22yw4undevd5gkw5wapert4	341	28	geographic	geographic	JJ
work_ooc22yw4undevd5gkw5wapert4	341	29	research	research	NN
work_ooc22yw4undevd5gkw5wapert4	341	30	6	6	CD
work_ooc22yw4undevd5gkw5wapert4	341	31	Outlook	Outlook	NNP
work_ooc22yw4undevd5gkw5wapert4	341	32	References	References	NNPS