id	sid	tid	token	lemma	pos
work_fo2sjxybtvhovo3ljrsijpt4pi	1	1	Quantifying	quantify	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	1	2	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	1	3	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	5	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	7	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	8	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	9	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	10	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	1	11	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	1	12	Submitted	submit	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	13	19	19	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	14	June	June	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	15	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	16	Accepted	accept	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	17	15	15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	18	September	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	19	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	20	Published	publish	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	21	30	30	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	22	September	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	23	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	24	Corresponding	Corresponding	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	25	author	author	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	26	Emilio	Emilio	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	27	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	28	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	29	ferrarae@isi.edu	ferrarae@isi.edu	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	1	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	31	emilio.ferrara@gmail.com	emilio.ferrara@gmail.com	ADD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	32	Academic	academic	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	1	33	editor	editor	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	34	Ciro	Ciro	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	35	Cattuto	Cattuto	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	36	Additional	Additional	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	37	Information	Information	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	38	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	1	39	Declarations	declaration	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	1	40	can	can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	41	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	1	42	found	find	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	43	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	44	page	page	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	45	11	11	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	46	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	47	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	48	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	1	49	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	50	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	1	51	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	52	Copyright	Copyright	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	53	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	54	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	55	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	1	56	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	57	Distributed	distribute	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	58	under	under	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	59	Creative	Creative	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	60	Commons	Commons	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	61	CC	CC	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	62	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	1	63	BY	BY	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	64	4.0	4.0	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	65	OPEN	open	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	1	66	ACCESS	access	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	67	Quantifying	quantify	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	1	68	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	1	69	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	70	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	71	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	72	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	73	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	74	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	75	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	76	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	1	77	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	1	78	Emilio	Emilio	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	79	Ferrara1	Ferrara1	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	80	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	81	2	2	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	82	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	1	83	Zeyao	Zeyao	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	84	Yang1	Yang1	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	85	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	86	Information	Information	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	87	Sciences	Sciences	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	1	88	Institute	Institute	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	89	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	90	University	University	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	91	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	92	Southern	Southern	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	93	California	California	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	94	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	95	Marina	Marina	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	96	Del	Del	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	97	Rey	Rey	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	98	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	99	CA	CA	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	100	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	101	United	United	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	102	States	States	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	103	2	2	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	1	104	School	School	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	105	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	106	Informatics	Informatics	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	107	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	1	108	Computing	Computing	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	109	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	110	Indiana	Indiana	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	111	University	University	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	112	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	113	Bloomington	Bloomington	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	114	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	115	IN	IN	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	116	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	1	117	United	United	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	118	States	States	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	1	119	ABSTRACT	abstract	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	1	120	Social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	1	121	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	1	122	has	have	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	1	123	become	become	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	124	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	1	125	main	main	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	1	126	vehicle	vehicle	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	127	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	128	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	129	production	production	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	130	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	1	131	consumption	consumption	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	1	132	online	online	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	1	133	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	2	1	Millions	million	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	2	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	3	users	user	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	2	4	every	every	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	2	5	day	day	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	6	log	log	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	2	7	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	8	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	2	9	Facebook	Facebook	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	2	10	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	2	11	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	2	12	accounts	account	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	2	13	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	2	14	get	get	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	2	15	updates	update	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	2	16	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	2	17	news	news	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	2	19	read	read	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	20	about	about	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	21	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	2	22	topics	topic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	2	23	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	24	interest	interest	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	2	26	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	2	27	become	become	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	2	28	exposed	expose	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	29	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	2	30	new	new	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	2	31	opportunities	opportunity	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	2	32	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	2	33	interactions	interaction	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	2	34	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	3	1	Although	although	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	2	recent	recent	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	3	3	studies	study	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	3	4	suggest	suggest	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	3	5	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	3	7	contents	content	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	3	8	users	user	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	3	9	produce	produce	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	3	10	will	will	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	3	11	affect	affect	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	3	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	3	13	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	3	14	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	15	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	3	16	readers	reader	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	3	17	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	3	18	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	3	19	still	still	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	3	20	lack	lack	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	3	21	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	3	22	rigorous	rigorous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	3	23	understanding	understanding	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	24	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	25	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	3	26	role	role	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	27	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	3	28	effects	effect	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	3	29	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	30	contents	content	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	3	31	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	32	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	33	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	3	34	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	3	35	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	36	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	37	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	3	38	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	4	1	This	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	4	2	work	work	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	3	aims	aim	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	4	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	5	quantifying	quantify	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	4	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	4	7	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	9	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	10	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	11	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	12	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	13	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	4	14	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	4	15	understand	understand	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	4	16	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	4	17	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	4	18	i	i	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	19	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	4	20	whether	whether	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	21	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	22	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	4	23	spread	spread	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	4	24	faster	fast	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	4	25	and/or	and/or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	4	26	broader	broad	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	4	27	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	28	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	29	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	4	30	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	4	31	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	4	32	vice	vice	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	33	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	4	34	versa	versa	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	35	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	4	36	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	4	37	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	4	38	ii	ii	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	4	39	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	4	40	what	what	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	4	41	kind	kind	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	42	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	43	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	4	44	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	4	45	more	more	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	4	46	typical	typical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	47	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	48	popular	popular	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	49	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	4	50	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	51	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	52	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	4	53	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	4	54	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	4	55	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	4	56	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	4	57	iii	iii	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	58	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	4	59	what	what	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	4	60	type	type	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	61	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	62	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	63	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	64	expressed	express	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	65	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	66	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	4	67	characterized	characterize	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	68	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	4	69	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	70	temporal	temporal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	4	71	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	4	72	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	5	1	Our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	5	2	findings	finding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	5	3	show	show	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	5	4	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	5	5	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	5	6	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	5	7	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	5	8	level	level	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	5	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	5	10	contents	content	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	5	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	5	12	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	5	13	messages	message	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	5	14	spread	spread	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	5	15	faster	fast	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	5	16	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	5	17	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	5	18	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	5	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	5	20	but	but	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	5	21	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	5	22	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	5	23	reach	reach	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	5	24	larger	large	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	5	25	audiences	audience	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	5	26	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	5	27	suggesting	suggest	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	5	28	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	5	29	people	people	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	5	30	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	5	31	more	more	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	5	32	inclined	inclined	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	5	33	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	5	34	share	share	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	5	35	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	5	36	favorite	favorite	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	5	37	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	5	38	contents	content	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	5	39	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	5	40	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	5	41	so	so	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	5	42	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	5	43	called	call	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	5	44	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	5	45	bias	bias	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	5	46	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	6	1	As	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	2	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	6	4	entire	entire	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	6	5	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	6	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	6	7	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	6	8	highlight	highlight	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	6	9	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	6	10	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	6	11	temporal	temporal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	6	12	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	6	13	exhibit	exhibit	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	6	14	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	6	15	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	16	patterns	pattern	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	6	17	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	6	18	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	19	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	20	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	6	21	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	6	22	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	23	builds	build	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	6	24	up	up	RP
work_fo2sjxybtvhovo3ljrsijpt4pi	6	25	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	26	highly	highly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	6	27	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	6	28	anticipated	anticipate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	29	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	6	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	6	31	while	while	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	32	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	6	33	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	6	34	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	6	35	mainly	mainly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	6	36	characterized	characterize	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	37	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	38	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	6	39	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	6	40	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	7	1	Our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	7	2	contribution	contribution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	3	represents	represent	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	7	4	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	7	5	step	step	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	6	forward	forward	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	7	7	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	7	8	understand	understand	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	7	9	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	7	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	7	11	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	7	12	expressed	express	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	13	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	14	short	short	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	7	15	texts	text	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	7	16	correlate	correlate	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	7	17	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	18	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	7	19	spreading	spreading	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	20	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	21	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	7	22	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	7	23	ecosystems	ecosystem	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	7	24	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	7	25	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	7	26	may	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	7	27	help	help	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	7	28	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	7	29	craft	craft	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	7	30	effective	effective	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	7	31	policies	policy	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	7	32	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	7	33	strategies	strategy	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	7	34	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	35	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	36	generation	generation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	37	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	7	38	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	7	39	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	8	1	Subjects	Subjects	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	2	Data	Data	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	8	3	Mining	Mining	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	4	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	8	5	Machine	Machine	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	6	Learning	Learning	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	8	Data	Data	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	9	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	11	Network	Network	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	12	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	13	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	8	14	Online	Online	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	15	Social	Social	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	16	Networks	Networks	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	17	Keywords	Keywords	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	8	18	Computational	computational	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	8	19	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	8	20	science	science	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	21	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	22	Social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	8	23	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	8	24	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	25	Social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	8	26	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	8	27	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	28	Sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	29	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	31	Information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	32	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	33	INTRODUCTION	INTRODUCTION	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	34	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	8	35	emerging	emerge	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	8	36	field	field	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	37	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	38	computational	computational	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	8	39	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	8	40	science	science	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	41	has	have	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	8	42	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	43	focusing	focus	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	8	44	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	45	studying	study	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	8	46	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	8	47	characteristics	characteristic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	8	48	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	49	techno	techno	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	50	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	8	51	social	social	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	52	systems	system	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	8	53	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	8	54	Lazer	Lazer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	55	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	56	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	57	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	58	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	59	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	60	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	8	61	Vespignani	Vespignani	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	62	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	63	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	64	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	8	65	Kaplan	Kaplan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	66	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	8	67	Haenlein	Haenlein	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	68	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	69	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	70	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	8	71	Asur	Asur	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	72	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	8	73	Huberman	Huberman	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	74	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	75	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	76	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	8	77	Cheng	Cheng	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	78	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	8	79	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	80	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	81	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	82	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	83	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	8	84	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	8	85	understand	understand	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	8	86	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	8	87	effects	effect	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	8	88	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	89	technologically	technologically	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	8	90	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	8	91	mediated	mediate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	92	communication	communication	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	93	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	94	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	8	95	society	society	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	8	96	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	8	97	Gilbert	Gilbert	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	98	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	8	99	Karahalios	Karahalios	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	100	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	101	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	102	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	8	103	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	104	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	105	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	106	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	8	107	Tang	Tang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	108	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	109	Lou	Lou	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	110	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	8	111	Kleinberg	Kleinberg	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	112	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	113	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	114	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	8	115	De	De	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	116	Meo	Meo	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	117	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	118	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	119	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	120	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	121	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	122	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	8	123	Backstrom	Backstrom	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	124	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	8	125	Kleinberg	Kleinberg	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	8	126	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	8	127	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	8	128	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	8	129	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	9	1	Research	research	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	2	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	3	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	4	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	5	focused	focus	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	9	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	7	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	9	8	complex	complex	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	9	9	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	9	10	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	9	11	characterize	characterize	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	12	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	9	13	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	9	14	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	9	15	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	9	16	Java	Java	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	17	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	18	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	19	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	20	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	9	21	2007	2007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	9	22	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	9	23	Huberman	Huberman	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	24	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	9	25	Romero	Romero	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	26	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	9	27	Wu	Wu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	28	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	9	29	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	9	30	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	9	31	Bakshy	Bakshy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	32	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	33	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	34	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	35	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	9	36	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	9	37	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	9	38	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	39	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	40	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	41	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	42	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	9	43	2013a	2013a	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	9	44	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	9	45	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	9	46	understand	understand	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	9	47	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	9	48	role	role	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	49	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	50	central	central	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	9	51	fora	fora	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	52	How	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	9	53	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	9	54	cite	cite	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	9	55	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	9	56	article	article	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	57	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	58	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	9	59	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	9	60	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	9	61	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	9	62	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	9	63	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	9	64	Quantifying	quantify	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	9	65	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	9	66	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	67	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	68	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	69	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	70	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	71	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	72	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	9	73	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	9	74	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	9	75	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	10	1	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	10	2	Comput	comput	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	10	3	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	11	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	11	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	12	1	1	1	LS
work_fo2sjxybtvhovo3ljrsijpt4pi	12	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	3	e26	e26	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	12	4	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	5	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	6	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	7	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	12	8	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	9	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	12	10	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	11	mailto:ferrarae@isi.edu	mailto:ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	12	mailto:emilio.ferrara@gmail.com	mailto:emilio.ferrara@gmail.com	ADD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	13	https://peerj.com/academic-boards/editors/	https://peerj.com/academic-boards/editors/	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	14	https://peerj.com/academic-boards/editors/	https://peerj.com/academic-boards/editors/	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	15	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	16	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	17	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	12	18	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	12	19	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	20	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	12	21	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	12	22	debate	debate	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	12	23	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	12	24	issues	issue	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	12	25	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	12	26	Conover	Conover	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	27	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	28	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	29	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	31	2013b	2013b	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	32	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	33	Conover	Conover	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	34	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	35	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	36	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	37	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	38	2013a	2013a	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	39	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	40	Varol	Varol	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	41	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	42	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	43	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	44	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	45	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	46	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	12	47	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	48	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	12	49	leverage	leverage	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	12	50	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	12	51	ability	ability	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	12	52	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	12	53	enhance	enhance	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	12	54	situational	situational	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	12	55	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	56	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	12	57	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	58	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	59	political	political	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	12	60	awareness	awareness	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	12	61	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	12	62	Sakaki	Sakaki	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	63	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	64	Okazaki	Okazaki	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	65	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	66	Matsuo	Matsuo	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	67	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	68	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	69	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	70	Centola	Centola	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	71	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	72	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	73	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	74	Centola	Centola	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	75	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	76	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	77	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	78	Bond	Bond	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	79	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	80	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	81	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	82	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	83	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	84	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	85	Ratkiewicz	Ratkiewicz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	86	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	12	87	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	88	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	89	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	90	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	91	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	92	Metaxas	Metaxas	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	93	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	94	Mustafaraj	Mustafaraj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	95	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	96	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	97	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	98	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	99	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	100	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	101	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	102	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	103	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	104	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	12	105	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	106	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	107	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	12	108	study	study	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	12	109	susceptibility	susceptibility	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	12	110	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	12	111	influence	influence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	12	112	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	113	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	12	114	contagion	contagion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	12	115	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	12	116	Aral	Aral	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	117	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	118	Muchnik	Muchnik	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	119	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	120	Sundararajan	Sundararajan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	121	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	122	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	123	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	124	Aral	Aral	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	125	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	126	Walker	Walker	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	127	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	128	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	129	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	130	Myers	Myers	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	131	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	132	Zhu	Zhu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	133	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	134	Leskovec	Leskovec	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	135	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	136	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	137	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	138	Anderson	Anderson	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	139	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	12	140	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	141	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	142	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	143	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	144	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	145	Lerman	Lerman	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	146	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	147	Ghosh	Ghosh	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	148	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	149	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	150	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	151	Ugander	Ugander	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	152	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	153	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	154	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	155	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	156	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	157	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	158	Weng	Weng	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	159	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	160	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	161	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	162	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	163	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	12	164	Weng	Weng	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	165	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	166	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	167	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	12	168	Ahn	Ahn	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	12	169	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	12	170	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	12	171	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	12	172	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	13	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	13	2	amount	amount	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	13	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	13	4	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	13	5	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	13	6	generated	generate	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	13	7	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	13	8	shared	share	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	13	9	through	through	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	13	10	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	13	11	platforms	platform	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	13	12	like	like	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	13	13	Facebook	Facebook	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	13	15	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	16	yields	yield	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	13	17	unprecedented	unprecedented	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	13	18	opportunities	opportunity	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	13	19	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	13	20	millions	million	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	13	21	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	13	22	individuals	individual	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	13	23	every	every	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	13	24	day	day	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	13	25	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	13	26	Kwak	Kwak	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	27	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	13	28	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	29	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	13	31	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	13	32	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	13	33	Gomez	Gomez	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	34	Rodriguez	Rodriguez	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	35	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	13	36	Leskovec	Leskovec	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	37	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	13	38	Schölkopf	Schölkopf	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	39	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	13	40	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	13	41	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	13	42	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	43	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	44	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	45	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	13	46	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	13	47	2013b	2013b	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	13	48	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	13	49	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	14	1	Yet	yet	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	14	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	14	3	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	14	4	understanding	understanding	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	14	7	role	role	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	14	10	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	11	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	14	12	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	14	13	conveyed	convey	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	14	through	through	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	15	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	14	16	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	17	produced	produce	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	18	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	14	19	consumed	consume	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	20	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	14	21	these	these	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	14	22	platforms	platform	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	14	23	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	14	24	shallow	shallow	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	14	25	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	15	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	2	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	15	3	work	work	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	4	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	15	5	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	15	6	concerned	concern	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	7	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	8	particular	particular	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	15	9	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	10	quantifying	quantify	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	15	11	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	15	12	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	13	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	14	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	15	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	16	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	17	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	18	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	15	19	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	15	20	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	15	21	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	16	1	Although	although	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	2	recent	recent	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	16	3	studies	study	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	16	4	suggest	suggest	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	5	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	6	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	16	7	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	8	passed	pass	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	9	via	via	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	10	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	16	11	interactions	interaction	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	16	12	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	13	Harris	Harris	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	14	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	16	15	Paradice	Paradice	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	17	2007	2007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	18	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	16	19	Mei	Mei	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	20	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	21	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	22	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	23	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	24	2007	2007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	25	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	16	26	Golder	Golder	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	27	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	16	28	Macy	Macy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	29	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	30	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	31	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	16	32	Choudhury	Choudhury	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	34	Counts	Counts	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	35	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	16	36	Gamon	Gamon	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	37	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	38	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	39	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	16	40	Kramer	Kramer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	41	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	42	Guillory	Guillory	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	43	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	16	44	Hancock	Hancock	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	45	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	46	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	47	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	16	48	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	49	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	16	50	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	51	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	52	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	53	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	16	54	Beasley	Beasley	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	55	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	16	56	Mason	Mason	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	57	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	58	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	59	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	60	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	61	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	16	62	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	63	many	many	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	16	64	characteristics	characteristic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	16	65	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	66	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	16	67	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	68	may	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	69	affect	affect	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	16	70	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	71	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	72	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	73	e.g.	e.g.	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	16	74	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	75	language	language	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	76	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	16	77	related	relate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	78	features	feature	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	16	79	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	80	Nagarajan	Nagarajan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	81	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	82	Purohit	Purohit	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	83	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	16	84	Sheth	Sheth	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	85	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	86	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	87	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	88	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	89	hashtag	hashtag	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	90	inclusion	inclusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	91	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	92	Suh	Suh	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	93	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	94	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	95	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	96	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	97	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	98	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	99	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	100	network	network	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	101	structure	structure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	102	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	103	Recuero	Recuero	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	104	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	105	Araujo	Araujo	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	106	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	16	107	Zago	Zago	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	108	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	109	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	110	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	111	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	112	user	user	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	113	metadata	metadata	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	114	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	115	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	116	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	117	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	118	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	16	119	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	120	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	16	121	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	122	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	16	123	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	16	124	little	little	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	16	125	work	work	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	126	has	have	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	16	127	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	128	devoted	devote	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	129	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	130	quantifying	quantify	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	16	131	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	16	132	extent	extent	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	133	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	16	134	which	which	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	16	135	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	136	drives	drive	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	16	137	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	138	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	139	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	16	140	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	16	141	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	16	142	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	16	143	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	17	1	Some	some	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	17	2	studies	study	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	17	3	sug-	sug-	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	17	4	gested	geste	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	17	5	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	17	6	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	17	7	conveying	convey	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	17	8	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	17	9	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	17	10	could	could	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	17	11	acquire	acquire	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	17	12	more	more	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	17	13	attention	attention	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	17	14	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	17	15	Kissler	Kissler	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	16	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	17	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	18	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	17	20	2007	2007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	17	21	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	17	22	Bayer	Bayer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	23	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	17	24	Sommer	Sommer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	25	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	17	26	Schacht	Schacht	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	27	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	17	28	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	17	29	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	17	30	Stieglitz	Stieglitz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	31	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	17	32	Dang	Dang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	33	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	17	34	Xuan	Xuan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	35	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	17	36	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	17	37	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	17	38	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	17	39	trigger	trigger	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	17	40	higher	high	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	17	41	levels	level	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	17	42	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	17	43	arousal	arousal	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	17	44	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	17	45	Berger	Berger	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	46	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	17	47	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	17	48	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	17	49	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	17	50	which	which	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	17	51	can	can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	17	52	further	far	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	17	53	affect	affect	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	17	54	feedback	feedback	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	17	55	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	17	56	reciprocity	reciprocity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	17	57	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	17	58	Dang-	Dang-	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	59	Xuan	Xuan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	60	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	17	61	Stieglitz	Stieglitz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	62	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	17	63	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	17	64	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	17	65	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	17	66	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	17	67	sharing	sharing	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	17	68	behavior	behavior	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	17	69	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	17	70	Berger	Berger	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	71	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	17	72	Milkman	Milkman	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	17	73	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	17	74	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	17	75	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	17	76	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	18	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	18	2	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	18	3	study	study	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	18	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	18	5	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	18	6	take	take	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	18	7	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	18	8	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	18	9	scenario	scenario	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	18	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	18	11	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	18	12	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	18	13	explore	explore	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	18	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	18	15	complex	complex	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	18	16	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	18	17	intertwining	intertwine	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	18	18	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	18	19	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	18	20	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	18	21	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	18	22	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	19	1	We	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	19	2	start	start	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	19	3	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	4	focusing	focus	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	19	5	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	6	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	7	spreading	spread	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	19	8	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	19	9	exploring	explore	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	19	10	what	what	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	19	11	effects	effect	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	19	12	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	13	has	have	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	19	14	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	15	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	19	16	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	17	speed	speed	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	18	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	19	19	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	20	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	21	popularity	popularity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	19	22	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	20	1	We	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	20	2	then	then	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	20	3	shift	shift	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	20	4	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	20	5	attention	attention	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	6	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	7	entire	entire	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	20	8	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	20	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	20	10	categorizing	categorize	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	20	11	them	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	20	12	into	into	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	13	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	20	14	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	20	15	depending	depend	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	20	16	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	17	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	20	18	temporal	temporal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	20	19	evolution	evolution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	20	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	20	21	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	20	22	highlight	highlight	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	20	23	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	20	24	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	20	25	types	type	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	20	26	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	27	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	28	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	20	29	exhibit	exhibit	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	20	30	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	20	31	types	type	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	20	32	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	33	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	34	evolution	evolution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	20	35	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	21	1	Our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	21	2	study	study	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	21	3	timely	timely	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	21	4	furthers	further	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	21	5	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	21	6	understanding	understanding	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	21	7	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	21	8	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	21	9	intricate	intricate	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	21	10	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	21	11	intertwining	intertwine	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	21	12	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	21	13	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	21	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	21	15	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	21	16	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	21	17	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	21	18	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	21	19	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	22	1	MATERIALS	material	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	22	2	AND	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	22	3	METHODS	methods	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	22	4	Sentiment	Sentiment	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	5	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	22	6	Sentiment	Sentiment	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	7	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	22	8	was	be	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	22	9	proven	prove	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	22	10	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	22	11	effective	effective	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	22	12	tool	tool	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	22	13	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	22	14	analyze	analyze	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	22	15	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	22	16	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	22	17	streams	stream	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	22	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	22	19	especially	especially	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	22	20	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	22	21	predictive	predictive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	22	22	purposes	purpose	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	22	23	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	22	24	Pang	Pang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	25	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	22	26	Lee	Lee	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	27	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	22	28	2008	2008	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	22	29	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	22	30	Bollen	Bollen	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	31	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	22	32	Mao	Mao	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	33	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	22	34	Zeng	Zeng	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	35	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	22	36	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	22	37	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	22	38	Bollen	Bollen	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	39	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	22	40	Mao	Mao	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	41	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	22	42	Pepe	Pepe	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	43	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	22	44	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	22	45	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	22	46	Le	Le	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	47	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	22	48	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	49	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	22	50	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	22	51	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	22	52	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	22	53	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	22	54	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	23	1	A	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	23	2	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	4	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	5	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	6	methods	method	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	23	7	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	23	8	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	9	proposed	propose	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	10	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	11	date	date	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	12	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	23	13	capture	capture	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	23	14	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	15	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	23	17	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	23	18	some	some	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	23	19	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	23	20	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	21	specifically	specifically	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	23	22	designed	design	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	23	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	23	24	short	short	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	23	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	23	26	informal	informal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	23	27	texts	text	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	23	28	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	23	29	Akkaya	Akkaya	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	23	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	23	31	Wiebe	Wiebe	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	23	32	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	23	33	Mihalcea	Mihalcea	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	23	34	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	23	35	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	23	36	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	23	37	Paltoglou	Paltoglou	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	23	38	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	23	39	Thelwall	Thelwall	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	23	40	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	23	41	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	23	42	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	23	43	Hutto	Hutto	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	23	44	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	23	45	Gilbert	Gilbert	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	23	46	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	23	47	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	23	48	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	23	49	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	24	1	To	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	24	2	attach	attach	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	24	3	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	24	4	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	24	5	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	24	6	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	24	7	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	24	8	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	24	9	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	24	10	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	24	11	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	24	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	24	13	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	24	14	here	here	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	24	15	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	24	16	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	24	17	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	24	18	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	24	19	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	24	20	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	24	21	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	24	22	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	24	23	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	24	24	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	25	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	25	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	25	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	25	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	25	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	25	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	25	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	25	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	25	10	2/15	2/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	25	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	25	12	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	25	13	adopt	adopt	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	25	14	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	25	15	SentiStrength	SentiStrength	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	25	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	17	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	25	18	promising	promising	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	25	19	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	20	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	21	algorithm	algorithm	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	22	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	23	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	24	if	if	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	25	compared	compare	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	26	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	27	other	other	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	25	28	tools	tool	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	25	29	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	30	provides	provide	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	25	31	several	several	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	25	32	advantages	advantage	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	25	33	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	25	34	first	first	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	25	35	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	36	it	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	25	37	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	25	38	optimized	optimize	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	39	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	25	40	annotate	annotate	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	25	41	short	short	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	25	42	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	43	informal	informal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	25	44	texts	text	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	25	45	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	46	like	like	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	47	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	25	48	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	49	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	25	50	contain	contain	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	25	51	abbreviations	abbreviation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	25	52	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	53	slang	slang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	25	54	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	25	55	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	25	56	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	25	57	like	like	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	25	58	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	26	1	SentiStrength	SentiStrength	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	26	2	also	also	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	26	3	employs	employ	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	26	4	additional	additional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	26	5	linguistic	linguistic	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	26	6	rules	rule	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	26	7	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	26	8	negations	negation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	26	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	26	10	amplifications	amplification	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	26	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	26	12	booster	booster	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	26	13	words	word	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	26	14	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	26	15	emoticons	emoticon	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	26	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	26	17	spelling	spelling	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	26	18	corrections	correction	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	26	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	26	20	etc	etc	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	26	21	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	27	1	Research	research	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	27	2	applications	application	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	27	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	27	4	SentiStrength	SentiStrength	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	5	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	27	6	MySpace	MySpace	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	7	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	27	8	found	find	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	27	9	it	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	10	particularly	particularly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	27	11	effective	effective	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	27	12	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	27	13	capturing	capture	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	27	14	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	27	15	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	27	16	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	27	17	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	27	18	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	27	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	27	20	respectively	respectively	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	27	21	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	27	22	60.6	60.6	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	27	23	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	27	24	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	27	25	72.8	72.8	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	27	26	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	27	27	accuracy	accuracy	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	27	28	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	27	29	Thelwall	Thelwall	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	30	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	27	31	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	32	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	27	34	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	27	35	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	27	36	Thelwall	Thelwall	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	37	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	27	38	Buckley	Buckley	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	39	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	27	40	Paltoglou	Paltoglou	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	41	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	27	42	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	27	43	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	27	44	Stieglitz	Stieglitz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	45	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	27	46	Dang	Dang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	47	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	27	48	Xuan	Xuan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	27	49	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	27	50	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	27	51	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	27	52	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	28	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	28	2	algorithm	algorithm	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	28	3	assigns	assign	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	28	4	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	28	5	each	each	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	28	6	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	28	7	t	t	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	28	8	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	28	9	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	28	10	S+(t	s+(t	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	28	11	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	28	12	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	28	13	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	28	14	S−(t	S−(t	,
work_fo2sjxybtvhovo3ljrsijpt4pi	28	15	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	28	16	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	28	17	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	28	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	28	19	both	both	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	28	20	ranging	range	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	28	21	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	28	22	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	28	23	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	28	24	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	28	25	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	28	26	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	28	27	5	5	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	28	28	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	28	29	strongly	strongly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	28	30	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	28	31	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	28	32	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	28	33	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	28	34	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	29	1	Starting	start	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	29	2	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	29	4	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	5	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	29	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	29	7	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	29	8	capture	capture	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	29	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	29	10	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	12	each	each	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	29	13	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	14	t	t	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	15	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	16	one	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	29	17	single	single	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	29	18	measure	measure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	29	20	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	29	21	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	22	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	23	S(t	S(t	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	29	24	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	29	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	29	26	defined	define	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	27	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	28	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	29	29	difference	difference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	30	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	31	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	29	32	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	29	33	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	29	34	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	29	35	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	29	36	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	29	37	S(t	s(t	ADD
work_fo2sjxybtvhovo3ljrsijpt4pi	29	38	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	29	39	=	=	NFP
work_fo2sjxybtvhovo3ljrsijpt4pi	29	40	S+(t	s+(t	XX
work_fo2sjxybtvhovo3ljrsijpt4pi	29	41	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	29	42	−	−	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	29	43	S−(t	S−(t	,
work_fo2sjxybtvhovo3ljrsijpt4pi	29	44	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	29	45	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	30	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	30	2	1	1	LS
work_fo2sjxybtvhovo3ljrsijpt4pi	30	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	30	4	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	30	5	above	above	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	30	6	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	30	7	defined	define	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	30	8	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	30	9	ranges	range	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	30	10	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	30	11	−4	−4	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	30	12	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	30	13	+4	+4	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	30	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	31	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	31	2	former	former	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	31	3	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	31	4	indicates	indicate	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	31	5	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	31	6	extremely	extremely	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	31	7	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	31	8	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	31	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	31	10	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	31	11	occurs	occur	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	31	12	when	when	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	31	13	S+(t	s+(t	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	31	14	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	31	15	=	=	NFP
work_fo2sjxybtvhovo3ljrsijpt4pi	31	16	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	31	17	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	31	18	S−(t	S−(t	,
work_fo2sjxybtvhovo3ljrsijpt4pi	31	19	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	31	20	=	=	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	31	21	5	5	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	31	22	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	32	1	Vice	Vice	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	32	2	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	32	3	versa	versa	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	32	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	32	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	32	6	latter	latter	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	32	7	identifies	identify	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	32	8	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	32	9	extremely	extremely	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	32	10	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	32	11	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	32	12	labeled	label	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	32	13	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	32	14	S+(t	S+(t	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	32	15	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	32	16	=	=	NFP
work_fo2sjxybtvhovo3ljrsijpt4pi	32	17	5	5	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	32	18	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	32	19	S−(t	S−(t	,
work_fo2sjxybtvhovo3ljrsijpt4pi	32	20	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	32	21	=	=	NFP
work_fo2sjxybtvhovo3ljrsijpt4pi	32	22	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	32	23	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	33	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	2	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	33	3	case	case	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	4	S+(t	s+(t	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	5	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	33	6	=	=	NFP
work_fo2sjxybtvhovo3ljrsijpt4pi	33	7	S−(t)—positive	s−(t)—positive	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	33	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	33	9	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	33	10	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	11	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	33	12	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	13	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	33	14	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	15	t	t	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	16	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	33	17	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	33	18	same	same	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	33	19	—	—	:
work_fo2sjxybtvhovo3ljrsijpt4pi	33	20	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	33	21	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	22	S(t	s(t	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	23	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	33	24	=	=	NFP
work_fo2sjxybtvhovo3ljrsijpt4pi	33	25	0	0	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	33	26	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	27	tweet	tweet	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	33	28	t	t	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	33	29	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	33	30	considered	consider	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	31	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	33	32	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	33	33	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	34	1	We	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	2	decided	decide	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	34	3	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	34	4	focus	focus	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	34	5	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	34	7	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	8	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	9	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	34	10	rather	rather	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	34	11	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	34	13	two	two	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	34	14	dimensions	dimension	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	34	15	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	16	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	17	separately	separately	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	34	18	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	34	19	because	because	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	20	previous	previous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	34	21	studies	study	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	34	22	highlighted	highlight	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	34	23	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	34	24	fact	fact	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	25	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	26	measuring	measure	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	34	27	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	34	28	overall	overall	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	34	29	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	30	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	34	31	easier	easy	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	34	32	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	34	33	more	more	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	34	34	accurate	accurate	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	34	35	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	36	trying	try	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	34	37	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	34	38	capture	capture	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	34	39	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	34	40	intensity	intensity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	41	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	42	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	43	—	—	:
work_fo2sjxybtvhovo3ljrsijpt4pi	34	44	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	34	45	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	34	46	especially	especially	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	34	47	true	true	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	34	48	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	49	short	short	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	34	50	texts	text	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	34	51	like	like	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	52	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	34	53	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	34	54	due	due	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	55	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	56	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	34	57	paucity	paucity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	58	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	59	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	60	conveyed	convey	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	61	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	62	up	up	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	34	63	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	34	64	140	140	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	34	65	characters	character	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	34	66	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	34	67	Thelwall	Thelwall	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	68	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	34	69	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	70	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	71	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	34	72	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	34	73	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	34	74	Thelwall	Thelwall	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	75	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	34	76	Buckley	Buckley	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	77	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	34	78	Paltoglou	Paltoglou	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	79	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	34	80	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	34	81	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	34	82	Stieglitz	Stieglitz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	83	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	34	84	Dang	Dang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	85	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	34	86	Xuan	Xuan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	87	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	34	88	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	34	89	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	34	90	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	91	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	34	92	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	34	93	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	34	94	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	34	95	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	34	96	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	35	1	Data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	35	2	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	35	3	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	35	4	adopted	adopt	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	35	5	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	35	6	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	35	7	study	study	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	35	8	contains	contain	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	35	9	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	35	10	sample	sample	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	35	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	35	12	all	all	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	35	13	public	public	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	35	14	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	35	15	produced	produce	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	35	16	during	during	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	35	17	September	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	35	18	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	35	19	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	36	1	From	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	2	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	36	3	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	36	4	gardenhose	gardenhose	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	5	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	36	6	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	36	7	roughly	roughly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	36	8	10	10	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	36	9	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	10	sample	sample	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	36	13	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	36	14	stream	stream	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	15	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	36	16	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	36	17	process	process	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	36	18	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	36	19	store	store	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	20	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	21	Indiana	Indiana	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	36	22	University	University	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	36	23	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	36	24	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	36	25	extracted	extract	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	36	26	all	all	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	36	27	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	36	28	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	29	English	English	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	36	30	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	36	31	do	do	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	36	32	not	not	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	36	33	contain	contain	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	36	34	URLs	url	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	36	35	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	36	36	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	36	37	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	36	38	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	36	39	photos	photo	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	36	40	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	36	41	videos	video	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	36	42	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	36	43	etc	etc	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	36	44	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	36	45	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	37	1	produced	produce	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	37	2	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	37	3	that	that	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	37	4	month	month	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	37	5	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	38	1	This	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	38	2	choice	choice	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	3	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	38	4	dictated	dictate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	5	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	38	7	fact	fact	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	8	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	9	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	38	10	can	can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	38	11	hardly	hardly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	38	12	computationally	computationally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	38	13	capture	capture	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	38	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	38	15	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	16	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	38	17	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	38	18	conveyed	convey	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	19	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	20	multimedia	multimedia	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	38	21	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	22	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	38	23	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	38	24	processing	processing	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	25	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	26	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	27	external	external	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	38	28	resources	resource	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	38	29	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	38	30	such	such	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	38	31	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	38	32	webpages	webpage	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	38	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	38	34	etc	etc	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	38	35	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	38	36	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	39	1	would	would	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	39	2	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	39	3	computationally	computationally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	39	4	hard	hard	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	39	5	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	40	1	This	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	40	2	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	40	3	comprises	comprise	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	40	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	40	5	19,766,112	19,766,112	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	40	6	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	40	7	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	40	8	more	more	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	40	9	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	40	10	six	six	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	40	11	times	time	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	40	12	larger	large	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	40	13	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	40	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	40	15	Facebook	Facebook	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	40	16	experiment	experiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	40	17	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	40	18	Kramer	Kramer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	40	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	40	20	Guillory	Guillory	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	40	21	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	40	22	Hancock	Hancock	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	40	23	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	40	24	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	40	25	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	40	26	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	40	27	produced	produce	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	40	28	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	40	29	8,130,481	8,130,481	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	40	30	distinct	distinct	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	40	31	users	user	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	40	32	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	41	1	All	all	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	41	2	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	41	3	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	41	4	processed	process	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	5	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	6	SentiStrength	SentiStrength	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	41	7	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	41	8	attached	attach	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	9	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	10	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	11	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	41	12	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	41	13	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	41	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	41	15	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	41	16	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	41	17	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	41	18	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	19	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	41	20	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	21	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	22	calculated	calculate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	23	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	24	described	describe	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	41	25	before	before	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	41	26	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	42	1	We	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	42	2	identify	identify	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	42	3	three	three	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	42	4	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	42	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	42	6	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	42	7	’	’	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	42	8	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	42	9	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	42	10	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	42	11	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	42	12	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	42	13	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	42	14	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	42	15	≤	≤	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	42	16	−1	−1	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	42	17	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	42	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	42	19	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	42	20	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	42	21	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	42	22	=	=	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	42	23	0	0	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	42	24	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	42	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	42	26	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	42	27	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	42	28	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	42	29	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	42	30	≥	≥	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	42	31	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	42	32	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	42	33	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	43	1	Negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	43	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	43	3	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	43	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	43	5	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	43	6	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	43	7	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	43	8	account	account	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	43	9	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	43	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	43	11	respectively	respectively	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	43	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	43	13	21.59	21.59	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	43	14	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	43	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	43	16	42.46	42.46	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	43	17	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	43	18	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	43	19	35.95	35.95	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	43	20	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	43	21	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	43	22	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	43	23	total	total	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	43	24	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	44	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	44	2	distribution	distribution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	44	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	44	4	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	44	5	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	44	6	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	44	7	captured	capture	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	44	8	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	44	9	Fig	Fig	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	44	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	45	1	1	1	LS
work_fo2sjxybtvhovo3ljrsijpt4pi	45	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	45	3	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	45	4	can	can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	45	5	see	see	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	45	6	it	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	45	7	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	45	8	peaked	peak	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	45	9	around	around	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	45	10	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	45	11	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	45	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	45	13	accounting	account	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	45	14	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	45	15	over	over	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	45	16	two	two	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	45	17	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	45	18	fifths	fifth	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	45	19	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	45	20	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	45	21	total	total	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	45	22	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	45	23	while	while	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	45	24	overall	overall	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	45	25	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	45	26	distribution	distribution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	45	27	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	45	28	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	45	29	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	45	30	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	45	31	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	45	32	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	45	33	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	45	34	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	45	35	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	45	36	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	45	37	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	46	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	46	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	46	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	46	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	46	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	46	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	46	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	46	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	46	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	46	10	3/15	3/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	46	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	46	12	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	46	13	Figure	Figure	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	46	14	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	46	15	Distribution	distribution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	46	16	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	46	17	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	46	18	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	46	19	computed	compute	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	46	20	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	46	21	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	46	22	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	46	23	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	47	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	47	2	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	47	3	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	47	4	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	47	5	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	47	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	47	7	dif-	dif-	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	47	8	ference	ference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	47	9	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	47	10	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	47	11	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	47	12	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	47	13	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	47	14	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	47	15	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	47	16	calculated	calculate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	47	17	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	47	18	SentiStrength	SentiStrength	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	47	19	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	48	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	48	2	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	48	3	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	48	4	N	n	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	48	5	=	=	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	48	6	19,766,112	19,766,112	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	48	7	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	48	8	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	48	9	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	48	10	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	48	11	=	=	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	48	12	8,130,481	8,130,481	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	48	13	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	48	14	users	user	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	48	15	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	48	16	contains	contain	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	48	17	42.46	42.46	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	48	18	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	48	19	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	48	20	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	48	21	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	48	22	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	48	23	=	=	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	48	24	0	0	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	48	25	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	48	26	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	48	27	35.95	35.95	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	48	28	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	48	29	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	48	30	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	48	31	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	48	32	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	48	33	≥	≥	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	48	34	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	48	35	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	48	36	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	48	37	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	48	38	21.59	21.59	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	48	39	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	48	40	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	48	41	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	48	42	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	48	43	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	48	44	≤	≤	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	48	45	−1	−1	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	48	46	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	48	47	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	48	48	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	48	49	respectively	respectively	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	48	50	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	49	1	slightly	slightly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	49	2	skewed	skewed	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	49	3	toward	toward	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	49	4	positiveness	positiveness	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	49	5	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	50	1	We	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	50	2	can	can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	50	3	also	also	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	50	4	observe	observe	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	50	5	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	6	extreme	extreme	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	50	7	values	value	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	50	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	9	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	50	10	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	50	11	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	50	12	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	50	13	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	50	14	comparably	comparably	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	50	15	represented	represent	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	16	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	50	17	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	18	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	50	20	there	there	EX
work_fo2sjxybtvhovo3ljrsijpt4pi	50	21	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	50	22	slightly	slightly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	50	23	above	above	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	24	446	446	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	50	25	thousand	thousand	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	50	26	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	50	27	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	28	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	29	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	30	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	50	31	=	=	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	50	32	+3	+3	XX
work_fo2sjxybtvhovo3ljrsijpt4pi	50	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	50	34	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	50	35	about	about	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	36	592	592	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	50	37	thousands	thousand	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	50	38	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	39	opposite	opposite	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	50	40	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	41	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	50	42	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	50	43	=	=	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	50	44	−3	−3	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	50	45	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	51	1	RESULTS	results	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	51	2	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	51	3	role	role	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	5	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	7	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	8	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	9	Here	here	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	51	10	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	51	11	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	51	12	concerned	concern	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	13	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	14	studying	study	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	51	15	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	51	16	relation	relation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	17	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	18	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	19	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	20	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	51	21	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	22	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	51	23	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	52	1	Figure	figure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	2	2	2	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	52	3	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	52	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	52	5	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	7	content	content	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	52	8	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	52	11	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	12	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	13	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	52	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	52	15	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	16	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	17	popularity	popularity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	52	18	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	53	1	We	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	53	2	measure	measure	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	53	3	three	three	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	53	4	aspects	aspect	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	53	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	53	6	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	53	7	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	53	8	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	53	9	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	53	10	function	function	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	53	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	53	12	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	53	13	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	53	14	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	53	15	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	53	16	Fig	fig	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	53	17	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	54	1	2A	2A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	54	2	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	54	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	54	4	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	54	5	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	54	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	54	7	retweets	retweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	54	8	collected	collect	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	54	9	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	54	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	54	11	original	original	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	54	12	posts	post	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	54	13	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	54	14	function	function	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	54	15	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	54	16	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	54	17	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	54	18	expressed	express	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	54	19	therein	therein	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	54	20	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	54	21	similarly	similarly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	54	22	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	54	23	Fig	Fig	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	54	24	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	55	1	2B	2B	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	55	2	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	55	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	55	4	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	55	5	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	55	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	55	7	times	time	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	55	8	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	55	9	original	original	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	55	10	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	55	11	has	have	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	55	12	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	55	13	favorited	favorite	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	55	14	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	55	15	Fig	Fig	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	55	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	56	1	2C	2C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	56	2	illustrates	illustrate	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	56	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	56	4	speed	speed	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	6	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	7	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	8	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	56	9	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	10	reflected	reflect	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	11	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	56	13	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	56	14	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	15	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	16	seconds	second	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	56	17	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	56	18	occur	occur	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	56	19	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	20	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	56	21	original	original	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	56	22	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	23	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	56	24	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	56	25	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	56	26	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	56	27	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	57	1	Both	both	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	57	2	Figs	Figs	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	57	3	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	58	1	2A	2A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	58	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	58	3	2C	2C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	58	4	focus	focus	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	58	5	only	only	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	58	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	58	7	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	58	8	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	58	9	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	58	10	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	58	11	retweeted	retweete	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	58	12	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	58	13	least	least	JJS
work_fo2sjxybtvhovo3ljrsijpt4pi	58	14	once	once	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	58	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	59	1	Figure	figure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	59	2	2B	2b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	59	3	considers	consider	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	59	4	only	only	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	59	5	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	59	6	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	59	7	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	59	8	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	59	9	favorited	favorite	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	59	10	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	59	11	least	least	JJS
work_fo2sjxybtvhovo3ljrsijpt4pi	59	12	once	once	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	59	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	60	1	Note	note	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	60	2	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	3	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	60	4	large	large	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	60	5	fraction	fraction	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	7	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	60	8	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	60	9	never	never	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	60	10	retweeted	retweete	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	11	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	60	12	79.01	79.01	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	60	13	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	14	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	15	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	60	16	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	17	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	60	18	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	60	19	favorited	favorite	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	20	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	60	21	87.68	87.68	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	60	22	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	23	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	60	24	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	60	25	Fig	fig	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	60	26	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	61	1	2A	2A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	61	2	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	61	3	based	base	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	61	4	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	61	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	61	6	4,147,519	4,147,519	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	61	7	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	61	8	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	61	9	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	61	10	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	61	11	retweeted	retweete	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	61	12	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	61	13	least	least	JJS
work_fo2sjxybtvhovo3ljrsijpt4pi	61	14	once	once	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	61	15	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	61	16	RT	RT	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	61	17	≥	≥	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	61	18	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	61	19	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	61	20	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	61	21	Fig	Fig	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	61	22	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	62	1	2B	2B	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	62	2	reports	report	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	62	3	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	62	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	62	5	2,434,523	2,434,523	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	62	6	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	62	7	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	62	8	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	62	9	favorited	favorite	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	62	10	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	62	11	least	least	JJS
work_fo2sjxybtvhovo3ljrsijpt4pi	62	12	once	once	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	62	13	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	62	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	62	15	Fig	Fig	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	62	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	63	1	2C	2C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	63	2	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	63	3	comprised	comprise	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	63	6	1,619,195	1,619,195	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	63	7	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	63	8	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	9	which	which	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	63	10	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	63	11	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	63	12	observed	observe	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	13	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	63	14	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	63	15	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	16	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	17	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	63	18	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	19	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	63	20	so	so	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	21	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	22	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	63	23	can	can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	63	24	compute	compute	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	63	25	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	63	26	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	27	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	28	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	63	29	original	original	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	63	30	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	31	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	63	32	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	63	33	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	63	34	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	63	35	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	63	36	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	64	1	Note	note	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	64	2	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	64	4	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	5	count	count	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	6	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	64	7	extracted	extract	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	8	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	64	10	tweet	tweet	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	64	11	metadata	metadata	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	64	13	instead	instead	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	64	14	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	15	being	be	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	64	16	calculated	calculate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	17	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	18	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	64	19	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	20	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	21	times	time	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	64	22	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	64	23	observe	observe	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	64	24	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	64	25	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	26	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	27	each	each	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	64	28	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	29	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	30	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	64	31	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	32	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	64	33	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	34	order	order	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	35	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	64	36	avoid	avoid	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	64	37	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	64	38	bias	bias	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	39	due	due	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	40	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	41	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	64	42	sampling	sampling	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	43	rate	rate	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	44	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	64	45	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	64	46	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	64	47	gardenhose	gardenhose	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	64	48	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	65	1	For	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	65	2	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	65	3	reason	reason	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	65	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	65	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	65	6	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	65	7	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	65	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	65	9	retweets	retweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	65	10	reported	report	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	65	11	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	65	12	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	65	13	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	65	14	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	65	15	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	65	16	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	65	17	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	65	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	65	19	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	65	20	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	65	21	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	66	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	66	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	66	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	66	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	66	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	66	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	66	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	66	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	66	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	66	10	4/15	4/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	66	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	66	12	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	66	13	Figure	Figure	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	66	14	2	2	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	66	15	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	66	16	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	66	17	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	66	18	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	66	19	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	66	20	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	66	21	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	66	22	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	67	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	67	2	A	a	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	67	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	67	5	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	67	6	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	7	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	8	retweets	retweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	67	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	67	10	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	67	11	B	b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	12	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	67	13	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	67	14	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	67	15	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	16	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	17	favorites	favorite	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	67	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	67	19	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	67	20	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	67	21	C	c	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	22	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	67	23	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	67	24	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	67	25	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	26	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	27	seconds	second	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	67	28	passed	pass	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	29	before	before	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	30	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	67	31	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	67	32	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	67	34	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	35	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	67	36	function	function	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	37	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	38	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	67	39	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	40	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	41	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	42	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	67	43	given	give	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	44	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	67	45	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	68	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	68	2	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	68	3	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	68	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	68	5	points	point	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	68	6	represent	represent	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	68	7	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	68	8	amount	amount	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	68	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	68	10	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	68	11	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	68	12	such	such	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	68	13	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	68	14	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	68	15	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	68	16	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	68	17	sample	sample	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	68	18	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	69	1	Bars	bar	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	69	2	represent	represent	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	69	3	standard	standard	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	69	4	errors	error	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	69	5	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	70	1	Fig	fig	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	70	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	71	1	2A	2A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	71	2	seems	seem	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	71	3	pretty	pretty	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	71	4	high	high	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	71	5	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	71	6	above	above	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	7	100	100	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	71	8	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	9	all	all	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	71	10	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	71	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	12	polarity	polarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	13	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	71	14	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	71	15	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	71	16	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	17	capturing	capture	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	71	18	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	71	19	“	"	``
work_fo2sjxybtvhovo3ljrsijpt4pi	71	20	true	true	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	71	21	”	"	''
work_fo2sjxybtvhovo3ljrsijpt4pi	71	22	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	23	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	24	retweets	retweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	71	25	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	71	26	well	well	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	71	27	reflect	reflect	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	71	28	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	71	29	known	known	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	71	30	broad	broad	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	71	31	distributions	distribution	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	71	32	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	33	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	34	popularity	popularity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	35	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	36	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	71	37	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	71	38	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	71	39	skewing	skew	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	71	40	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	71	41	values	value	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	71	42	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	43	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	71	44	means	mean	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	71	45	toward	toward	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	71	46	larger	large	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	71	47	figures	figure	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	71	48	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	72	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	72	2	very	very	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	72	3	same	same	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	72	4	reasoning	reasoning	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	72	5	applies	apply	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	72	6	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	72	7	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	72	8	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	72	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	72	10	favorites	favorite	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	72	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	73	1	Due	due	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	2	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	73	4	high	high	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	73	5	skewness	skewness	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	7	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	73	8	distributions	distribution	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	73	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	10	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	12	retweets	retweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	73	13	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	73	14	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	15	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	16	favorites	favorite	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	73	17	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	73	18	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	73	19	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	20	before	before	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	21	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	73	22	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	23	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	73	24	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	73	25	performed	perform	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	73	26	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	73	27	same	same	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	73	28	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	29	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	30	above	above	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	73	31	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	32	median	median	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	73	33	values	value	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	73	34	rather	rather	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	73	35	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	73	36	averages	average	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	73	37	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	74	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	74	2	same	same	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	74	3	trends	trend	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	74	4	hold	hold	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	74	5	true	true	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	74	6	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	74	7	particularly	particularly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	74	8	interesting	interesting	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	74	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	74	10	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	74	11	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	74	12	median	median	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	74	13	seconds	second	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	74	14	before	before	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	74	15	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	74	16	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	74	17	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	74	18	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	74	19	substantially	substantially	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	74	20	identical	identical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	74	21	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	75	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	75	2	results	result	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	75	3	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	75	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	75	5	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	75	6	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	75	7	median	median	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	75	8	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	75	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	75	10	retweets	retweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	75	11	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	75	12	favorites	favorite	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	75	13	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	75	14	also	also	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	75	15	comparable	comparable	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	75	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	75	17	factoring	factor	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	75	18	out	out	RP
work_fo2sjxybtvhovo3ljrsijpt4pi	75	19	some	some	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	75	20	small	small	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	75	21	fluctuations	fluctuation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	75	22	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	76	1	Two	two	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	76	2	important	important	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	76	3	considerations	consideration	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	76	4	emerge	emerge	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	76	5	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	76	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	76	7	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	76	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	76	9	Fig	Fig	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	76	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	77	1	2	2	LS
work_fo2sjxybtvhovo3ljrsijpt4pi	77	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	77	3	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	77	4	i	i	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	77	5	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	77	6	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	77	7	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	77	8	spread	spread	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	77	9	broader	broader	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	77	10	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	77	11	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	77	12	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	77	13	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	77	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	77	15	collect	collect	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	77	16	more	more	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	77	17	favorites	favorite	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	77	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	77	19	but	but	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	77	20	interestingly	interestingly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	77	21	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	77	22	posts	post	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	77	23	do	do	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	77	24	not	not	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	77	25	spread	spread	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	77	26	any	any	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	77	27	more	more	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	77	28	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	77	29	less	less	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	77	30	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	77	31	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	77	32	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	77	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	77	34	neither	neither	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	77	35	get	get	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	77	36	more	more	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	77	37	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	77	38	less	less	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	77	39	favorited	favorited	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	77	40	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	78	1	This	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	78	2	suggests	suggest	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	78	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	78	4	hypothesis	hypothesis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	6	observing	observe	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	78	7	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	78	8	presence	presence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	10	positivity	positivity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	11	bias	bias	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	12	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	78	13	Garcia	Garcia	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	78	14	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	78	15	Garas	Garas	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	78	16	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	78	17	Schweitzer	Schweitzer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	78	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	78	19	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	78	20	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	78	21	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	78	22	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	78	23	Pollyanna	Pollyanna	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	78	24	hypothesis	hypothesis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	25	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	78	26	Boucher	Boucher	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	78	27	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	78	28	Osgood	Osgood	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	78	29	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	78	30	1969	1969	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	78	31	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	78	32	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	78	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	78	34	that	that	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	78	35	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	78	36	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	78	37	tendency	tendency	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	38	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	39	individuals	individual	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	78	40	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	78	41	favor	favor	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	78	42	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	78	43	rather	rather	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	78	44	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	45	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	78	46	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	78	47	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	78	48	items	item	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	78	49	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	78	50	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	78	51	choose	choose	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	78	52	what	what	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	78	53	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	54	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	78	55	favor	favor	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	78	56	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	78	57	rebroadcast	rebroadcast	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	78	58	further	further	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	78	59	accordingly	accordingly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	78	60	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	61	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	78	62	bias	bias	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	78	63	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	79	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	79	2	ii	ii	LS
work_fo2sjxybtvhovo3ljrsijpt4pi	79	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	79	4	Negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	79	5	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	79	6	spread	spread	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	79	7	much	much	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	79	8	faster	fast	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	79	9	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	79	10	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	79	11	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	79	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	79	13	albeit	albeit	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	79	14	not	not	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	79	15	significantly	significantly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	79	16	faster	fast	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	79	17	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	79	18	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	79	19	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	79	20	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	80	1	This	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	80	2	suggests	suggest	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	80	3	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	80	4	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	80	5	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	80	6	require	require	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	80	7	more	more	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	80	8	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	80	9	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	80	10	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	80	11	rebroadcasted	rebroadcast	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	80	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	80	13	while	while	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	80	14	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	80	15	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	80	16	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	80	17	posts	post	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	80	18	generally	generally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	80	19	achieve	achieve	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	80	20	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	80	21	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	80	22	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	80	23	twice	twice	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	80	24	as	as	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	80	25	fast	fast	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	80	26	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	81	1	Interestingly	interestingly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	81	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	81	3	previous	previous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	81	4	studies	study	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	81	5	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	6	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	7	cascades	cascade	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	81	8	showed	show	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	81	9	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	10	all	all	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	81	11	retweets	retweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	81	12	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	13	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	81	14	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	81	15	take	take	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	81	16	increasingly	increasingly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	81	17	less	less	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	81	18	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	81	20	which	which	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	81	21	means	mean	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	81	22	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	23	popular	popular	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	81	24	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	25	benefit	benefit	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	26	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	27	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	81	28	feedback	feedback	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	29	loop	loop	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	30	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	81	31	speeds	speed	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	81	32	up	up	RP
work_fo2sjxybtvhovo3ljrsijpt4pi	81	33	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	81	34	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	35	more	more	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	81	36	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	81	37	more	more	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	81	38	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	39	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	81	40	consequence	consequence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	41	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	42	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	81	43	increasing	increase	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	81	44	popularity	popularity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	81	45	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	81	46	Kwak	Kwak	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	81	47	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	81	48	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	81	49	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	81	50	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	81	51	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	81	52	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	81	53	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	82	1	Conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	82	2	’	’	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	82	3	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	82	4	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	82	5	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	82	6	evolution	evolution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	82	7	To	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	82	8	investigate	investigate	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	82	9	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	82	10	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	82	11	correlates	correlate	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	82	12	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	82	13	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	82	14	popularity	popularity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	82	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	82	16	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	82	17	now	now	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	82	18	only	only	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	82	19	consider	consider	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	82	20	active	active	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	82	21	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	82	22	exclusive	exclusive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	82	23	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	82	24	occurred	occur	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	82	25	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	82	26	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	82	27	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	82	28	September	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	82	29	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	82	30	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	83	1	Each	each	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	83	2	topic	topic	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	83	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	83	4	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	83	5	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	83	6	here	here	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	83	7	identified	identify	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	83	8	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	83	9	its	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	83	10	most	most	RBS
work_fo2sjxybtvhovo3ljrsijpt4pi	83	11	common	common	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	83	12	hashtag	hashtag	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	83	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	84	1	Active	active	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	84	2	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	84	3	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	84	4	defined	define	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	84	5	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	84	6	those	those	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	84	7	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	84	8	more	more	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	84	9	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	84	10	200	200	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	84	11	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	84	12	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	84	13	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	84	14	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	84	15	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	84	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	84	17	which	which	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	84	18	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	84	19	roughly	roughly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	84	20	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	84	21	10	10	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	84	22	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	84	23	sample	sample	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	84	24	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	84	25	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	84	26	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	84	27	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	84	28	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	84	29	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	84	30	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	84	31	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	84	32	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	84	33	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	84	34	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	84	35	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	85	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	85	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	85	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	85	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	85	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	85	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	85	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	85	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	85	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	85	10	5/15	5/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	85	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	85	12	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	85	13	Figure	figure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	85	14	3	3	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	85	15	Dynamical	dynamical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	85	16	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	85	17	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	85	18	popularity	popularity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	85	19	capturing	capture	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	85	20	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	85	21	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	85	22	types	type	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	85	23	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	85	24	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	85	25	conversa-	conversa-	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	85	26	tions	tion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	85	27	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	86	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	86	2	A	a	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	86	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	86	4	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	86	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	86	6	Gaussian	Gaussian	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	86	7	Mixture	Mixture	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	86	8	Model	Model	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	86	9	employed	employ	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	86	10	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	86	11	discover	discover	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	86	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	86	13	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	86	14	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	86	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	87	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	87	2	y	y	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	87	3	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	87	4	x	x	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	87	5	axes	axis	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	87	6	represent	represent	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	87	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	87	8	respectively	respectively	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	87	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	87	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	87	11	proportion	proportion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	87	12	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	87	13	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	87	14	occurring	occur	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	87	15	before	before	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	87	16	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	87	17	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	87	18	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	87	19	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	87	20	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	87	21	popularity	popularity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	87	22	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	87	23	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	87	24	given	give	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	87	25	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	87	26	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	88	1	Different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	88	2	colors	color	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	88	3	represent	represent	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	88	4	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	88	5	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	88	6	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	88	7	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	88	8	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	88	9	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	88	10	blue	blue	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	88	11	dots	dot	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	88	12	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	88	13	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	88	14	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	88	15	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	88	16	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	88	17	green	green	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	88	18	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	88	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	88	20	symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	88	21	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	88	22	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	88	23	red	red	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	88	24	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	88	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	88	26	transient	transient	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	88	27	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	88	28	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	88	29	black	black	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	88	30	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	88	31	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	89	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	89	2	B	b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	89	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	89	4	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	89	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	89	6	BIC	BIC	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	89	7	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	89	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	89	9	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	89	10	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	89	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	89	12	mixture	mixture	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	89	13	components	component	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	89	14	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	89	15	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	89	16	GMM	GMM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	89	17	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	89	18	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	89	19	lower	low	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	89	20	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	89	21	BIC	BIC	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	89	22	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	89	23	better	well	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	89	24	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	89	25	GMM	GMM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	89	26	captures	capture	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	89	27	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	89	28	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	89	29	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	89	30	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	90	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	90	2	star	star	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	90	3	identifies	identify	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	90	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	90	5	optimal	optimal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	90	6	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	90	7	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	90	8	mixtures	mixture	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	90	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	90	10	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	90	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	90	12	best	best	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	90	13	captured	capture	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	90	14	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	90	15	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	90	16	full	full	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	90	17	model	model	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	90	18	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	91	1	public	public	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	91	2	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	91	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	91	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	91	5	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	91	6	exclusive	exclusive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	91	7	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	91	8	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	91	9	defined	define	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	91	10	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	91	11	those	those	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	91	12	whose	whose	WP$
work_fo2sjxybtvhovo3ljrsijpt4pi	91	13	hashtag	hashtag	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	91	14	never	never	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	91	15	appeared	appear	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	91	16	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	91	17	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	91	18	previous	previous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	91	19	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	91	20	August	August	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	91	21	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	91	22	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	91	23	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	91	24	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	91	25	next	next	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	91	26	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	91	27	October	October	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	91	28	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	91	29	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	91	30	month	month	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	91	31	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	92	1	Inspired	inspire	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	2	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	3	previous	previous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	92	4	studies	study	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	92	5	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	92	6	aimed	aim	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	92	7	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	8	finding	find	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	92	9	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	92	10	many	many	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	92	11	types	type	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	92	12	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	13	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	92	14	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	92	15	occur	occur	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	16	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	17	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	18	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	92	19	Kwak	Kwak	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	20	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	92	21	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	22	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	23	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	92	24	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	92	25	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	92	26	Lehmann	Lehmann	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	27	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	28	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	29	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	92	31	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	92	32	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	92	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	92	34	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	35	characterize	characterize	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	36	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	92	37	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	92	38	according	accord	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	92	39	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	40	three	three	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	92	41	features	feature	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	92	42	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	92	43	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	92	44	proportion	proportion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	45	pb	pb	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	92	46	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	47	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	92	48	produced	produce	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	49	within	within	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	50	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	92	51	conversation	conversation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	52	before	before	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	53	its	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	92	54	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	55	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	92	56	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	92	57	proportion	proportion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	58	pd	pd	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	59	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	60	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	92	61	produced	produce	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	62	during	during	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	63	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	92	64	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	65	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	92	66	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	92	67	finally	finally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	92	68	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	92	69	proportion	proportion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	70	pa	pa	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	92	71	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	72	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	92	73	produced	produce	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	74	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	75	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	92	76	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	92	77	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	93	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	93	2	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	4	popularity	popularity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	93	7	conversation	conversation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	8	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	93	9	simply	simply	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	93	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	93	11	day	day	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	12	which	which	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	93	13	exhibits	exhibit	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	93	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	93	15	maximum	maximum	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	93	16	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	17	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	18	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	93	19	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	20	that	that	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	93	21	given	give	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	22	hashtag	hashtag	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	93	23	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	94	1	We	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	2	use	use	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	94	4	Expectation	Expectation	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	5	Maximization	Maximization	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	6	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	94	7	EM	EM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	8	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	94	9	algorithm	algorithm	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	94	10	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	94	11	learn	learn	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	94	12	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	94	13	optimal	optimal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	94	14	Gaussian	Gaussian	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	15	Mixture	Mixture	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	16	Model	Model	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	17	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	94	18	GMM	GMM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	19	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	94	20	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	94	21	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	94	22	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	94	23	pb	pb	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	24	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	94	25	pa	pa	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	94	26	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	94	27	space	space	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	94	28	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	95	1	To	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	95	2	determine	determine	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	95	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	95	4	appropriate	appropriate	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	95	5	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	7	components	component	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	95	8	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	95	9	i.e.	i.e.	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	95	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	95	11	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	95	12	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	13	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	14	types	type	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	95	15	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	16	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	95	17	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	95	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	95	19	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	95	20	adopt	adopt	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	95	21	three	three	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	95	22	GMM	GMM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	95	23	models	model	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	95	24	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	95	25	spherical	spherical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	95	26	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	95	27	diagonal	diagonal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	95	28	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	95	29	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	95	30	full	full	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	95	31	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	95	32	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	95	33	perform	perform	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	95	34	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	95	35	5-fold	5-fold	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	95	36	cross	cross	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	37	-	-	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	38	validation	validation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	39	using	use	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	95	40	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	95	41	Bayesian	Bayesian	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	95	42	Information	Information	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	95	43	Criterion	Criterion	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	95	44	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	95	45	BIC	BIC	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	95	46	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	95	47	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	48	quality	quality	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	49	measure	measure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	95	50	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	96	1	We	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	96	2	vary	vary	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	96	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	96	4	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	96	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	96	6	components	component	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	96	7	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	96	8	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	96	9	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	96	10	6	6	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	96	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	97	1	Figure	figure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	97	2	3B	3b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	97	3	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	97	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	97	5	BIC	BIC	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	97	6	scores	score	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	97	7	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	97	8	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	97	9	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	97	10	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	97	11	mixtures	mixture	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	97	12	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	97	13	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	97	14	lower	low	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	97	15	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	97	16	BIC	BIC	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	97	17	score	score	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	97	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	97	19	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	97	20	better	well	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	97	21	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	98	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	98	2	outcome	outcome	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	4	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	98	5	process	process	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	6	determines	determine	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	98	7	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	8	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	98	9	optimal	optimal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	98	10	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	12	components	component	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	98	13	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	98	14	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	98	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	98	16	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	17	agreement	agreement	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	18	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	19	previous	previous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	98	20	studies	study	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	98	21	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	98	22	Lehmann	Lehmann	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	98	23	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	98	24	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	98	25	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	98	26	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	98	27	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	98	28	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	98	29	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	98	30	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	31	captured	capture	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	98	32	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	98	33	best	good	JJS
work_fo2sjxybtvhovo3ljrsijpt4pi	98	34	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	35	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	98	36	full	full	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	98	37	GMM	GMM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	98	38	model	model	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	98	39	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	99	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	99	2	Fig	Fig	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	99	3	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	100	1	3A	3A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	100	2	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	100	3	show	show	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	100	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	100	5	optimal	optimal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	100	6	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	100	7	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	100	8	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	100	9	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	100	10	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	100	11	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	100	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	100	13	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	100	14	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	100	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	101	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	101	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	101	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	101	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	101	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	101	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	101	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	101	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	101	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	101	10	6/15	6/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	101	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	101	12	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	101	13	Figure	Figure	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	101	14	4	4	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	101	15	Example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	101	16	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	101	17	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	101	18	types	type	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	101	19	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	101	20	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	101	21	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	101	22	reflecting	reflect	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	101	23	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	101	24	respective	respective	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	101	25	dynamical	dynamical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	101	26	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	101	27	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	101	28	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	101	29	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	101	30	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	102	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	2	A	a	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	4	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	102	5	one	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	102	6	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	7	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	8	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	102	9	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	10	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	11	#	#	$
work_fo2sjxybtvhovo3ljrsijpt4pi	102	12	TENNvsOU	TENNvsOU	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	102	13	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	14	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	102	15	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	16	B	b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	17	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	18	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	102	19	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	102	20	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	21	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	22	#	#	$
work_fo2sjxybtvhovo3ljrsijpt4pi	102	23	MileyPor40Principales	mileypor40principale	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	102	24	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	25	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	102	26	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	27	C	c	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	28	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	29	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	102	30	symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	102	31	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	32	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	33	#	#	$
work_fo2sjxybtvhovo3ljrsijpt4pi	102	34	PrayForRise	prayforrise	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	102	35	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	36	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	102	37	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	102	38	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	39	D	d	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	40	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	41	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	102	42	transient	transient	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	102	43	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	102	44	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	45	#	#	$
work_fo2sjxybtvhovo3ljrsijpt4pi	102	46	KDWBmeetEd	KDWBmeetEd	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	102	47	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	102	48	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	103	1	GMM	GMM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	103	2	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	103	3	identifies	identify	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	103	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	103	5	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	103	6	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	103	7	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	8	conversation	conversation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	9	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	103	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	103	11	two	two	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	103	12	dimensions	dimension	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	103	13	represent	represent	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	103	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	103	15	proportion	proportion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	16	pb	pb	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	103	17	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	18	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	103	19	occurring	occur	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	103	20	before	before	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	21	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	103	22	y	y	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	103	23	axis	axis	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	103	24	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	103	25	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	103	26	pa	pa	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	103	27	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	28	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	103	29	x	x	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	103	30	axis	axis	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	103	31	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	103	32	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	103	33	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	34	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	35	popularity	popularity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	36	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	37	each	each	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	103	38	conversation	conversation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	103	39	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	104	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	104	2	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	104	3	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	104	4	correspond	correspond	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	104	5	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	104	6	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	104	7	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	8	i	i	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	104	9	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	10	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	104	11	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	104	12	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	13	blue	blue	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	104	14	dots	dot	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	104	15	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	104	17	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	18	ii	ii	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	104	19	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	20	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	104	21	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	104	22	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	23	green	green	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	104	24	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	104	26	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	27	iii	iii	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	104	28	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	29	symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	104	30	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	104	31	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	32	red	red	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	104	33	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	34	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	104	35	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	104	36	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	37	iv	iv	LS
work_fo2sjxybtvhovo3ljrsijpt4pi	104	38	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	39	transient	transient	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	104	40	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	104	41	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	42	black	black	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	104	43	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	104	44	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	105	1	Antici-	antici-	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	105	2	patory	patory	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	105	3	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	105	4	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	105	5	blue	blue	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	105	6	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	105	7	exhibit	exhibit	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	105	8	most	most	JJS
work_fo2sjxybtvhovo3ljrsijpt4pi	105	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	105	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	105	11	activity	activity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	105	12	before	before	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	105	13	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	105	14	during	during	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	105	15	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	105	16	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	105	17	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	106	1	These	these	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	106	2	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	106	3	build	build	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	106	4	up	up	RP
work_fo2sjxybtvhovo3ljrsijpt4pi	106	5	over	over	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	106	6	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	106	7	registering	register	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	106	8	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	106	9	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	106	10	behavior	behavior	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	106	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	106	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	106	13	audience	audience	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	106	14	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	106	15	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	106	16	quickly	quickly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	106	17	fade	fade	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	106	18	out	out	RP
work_fo2sjxybtvhovo3ljrsijpt4pi	106	19	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	106	20	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	106	21	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	106	22	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	107	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	107	2	complementary	complementary	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	107	3	behavior	behavior	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	4	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	107	5	exhibited	exhibit	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	6	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	7	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	107	8	around	around	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	9	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	107	10	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	107	11	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	107	12	green	green	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	107	13	dots	dot	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	107	14	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	107	15	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	107	16	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	107	17	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	18	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	107	19	reached	reach	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	20	suddenly	suddenly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	107	21	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	22	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	107	23	reaction	reaction	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	24	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	25	some	some	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	107	26	exogenous	exogenous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	107	27	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	28	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	107	29	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	107	30	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	107	31	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	107	32	quickly	quickly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	107	33	decays	decay	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	107	34	afterwards	afterwards	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	107	35	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	108	1	Symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	108	2	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	108	3	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	108	4	red	red	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	108	5	dots	dot	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	108	6	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	108	7	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	108	8	characterized	characterize	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	108	9	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	108	10	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	108	11	balanced	balanced	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	108	12	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	108	13	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	108	14	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	108	15	produced	produce	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	108	16	before	before	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	108	17	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	108	18	during	during	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	108	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	108	20	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	108	21	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	108	22	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	108	23	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	108	24	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	108	25	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	109	1	Finally	finally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	109	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	109	3	transient	transient	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	109	4	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	109	5	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	109	6	black	black	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	109	7	dots	dot	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	109	8	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	109	9	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	109	10	typically	typically	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	109	11	bursty	bursty	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	109	12	but	but	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	109	13	short	short	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	109	14	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	109	15	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	109	16	gather	gather	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	109	17	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	109	18	lot	lot	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	109	19	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	109	20	attention	attention	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	109	21	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	109	22	yet	yet	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	109	23	immediately	immediately	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	109	24	phase	phase	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	109	25	away	away	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	109	26	afterwards	afterwards	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	109	27	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	110	1	According	accord	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	110	2	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	3	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	110	4	classification	classification	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	5	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	110	6	out	out	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	7	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	8	1,522	1,522	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	110	9	active	active	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	110	10	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	110	11	exclusive	exclusive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	110	12	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	110	13	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	14	hashtags	hashtag	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	110	15	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	16	observed	observe	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	17	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	18	September	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	110	19	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	110	20	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	110	21	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	110	22	obtained	obtain	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	110	23	64	64	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	110	24	hashtags	hashtag	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	110	25	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	26	class	class	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	27	A	a	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	28	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	29	anticipatory	anticipatory	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	30	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	31	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	110	32	156	156	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	110	33	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	34	class	class	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	35	B	b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	36	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	37	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	110	38	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	39	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	110	40	56	56	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	110	41	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	42	class	class	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	43	C	c	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	44	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	45	symmetric	symmetric	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	110	46	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	47	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	110	48	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	110	49	1,246	1,246	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	110	50	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	51	class	class	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	52	D	d	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	53	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	54	transient	transient	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	110	55	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	110	56	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	110	57	respectively	respectively	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	110	58	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	111	1	Figure	figure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	111	2	4	4	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	111	3	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	111	4	examples	example	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	111	5	representing	represent	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	111	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	111	7	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	111	8	dynamical	dynamical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	111	9	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	111	10	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	111	11	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	111	12	registered	register	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	111	13	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	111	14	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	111	15	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	111	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	112	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	112	2	conversation	conversation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	112	3	lengths	length	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	112	4	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	112	5	all	all	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	112	6	set	set	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	112	7	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	112	8	7	7	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	112	9	days	day	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	112	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	112	11	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	112	12	centered	center	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	112	13	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	112	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	112	15	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	112	16	day	day	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	112	17	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	112	18	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	112	19	window	window	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	112	20	0	0	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	112	21	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	112	22	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	113	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	113	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	113	3	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	113	4	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	113	5	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	113	6	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	113	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	113	8	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	113	9	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	113	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	114	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	114	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	114	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	114	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	114	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	10	7/15	7/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	114	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	12	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	13	Figure	Figure	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	14	4A	4A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	15	represents	represent	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	114	16	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	114	17	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	114	18	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	114	19	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	114	20	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	114	21	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	114	22	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	114	23	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	114	24	captured	capture	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	114	25	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	114	26	#	#	$
work_fo2sjxybtvhovo3ljrsijpt4pi	114	27	TEN-	ten-	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	114	28	NvsOU	NvsOU	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	29	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	114	30	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	114	31	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	114	32	football	football	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	114	33	game	game	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	114	34	Tennessee	Tennessee	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	35	Volunteers	Volunteers	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	36	vs.	vs.	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	114	37	Oklahoma	Oklahoma	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	38	Sooners	Sooners	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	39	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	114	40	Sept.	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	114	41	13	13	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	114	42	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	114	43	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	114	44	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	115	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	115	2	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	115	3	nature	nature	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	115	6	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	7	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	115	8	captured	capture	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	9	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	115	11	increasing	increase	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	115	12	amount	amount	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	13	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	14	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	115	15	generated	generate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	16	before	before	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	17	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	115	18	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	19	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	115	20	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	21	window	window	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	115	22	0	0	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	115	23	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	115	24	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	115	25	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	26	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	115	27	drastic	drastic	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	115	28	drop	drop	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	115	29	afterwards	afterwards	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	115	30	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	116	1	Figure	figure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	2	4B	4b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	3	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	116	4	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	116	5	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	6	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	116	7	#	#	$
work_fo2sjxybtvhovo3ljrsijpt4pi	116	8	MileyPor40Principales	MileyPor40Principales	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	116	9	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	116	10	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	11	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	12	around	around	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	13	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	116	14	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	116	15	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	116	17	namely	namely	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	116	18	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	116	19	release	release	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	20	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	21	Los	Los	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	116	22	40	40	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	116	23	Principales	Principales	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	116	24	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	25	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	116	26	exclusive	exclusive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	116	27	interview	interview	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	28	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	29	Miley	Miley	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	116	30	Cyrus	Cyrus	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	116	31	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	116	32	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	116	33	Sept.	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	116	34	10	10	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	116	35	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	116	36	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	116	37	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	117	1	There	there	EX
work_fo2sjxybtvhovo3ljrsijpt4pi	117	2	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	117	3	no	no	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	117	4	activity	activity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	5	before	before	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	117	7	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	8	point	point	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	117	10	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	117	11	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	117	12	reached	reach	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	13	immediately	immediately	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	117	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	117	15	day	day	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	16	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	17	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	117	18	news	news	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	19	release	release	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	20	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	117	21	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	117	22	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	23	that	that	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	117	24	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	117	25	volume	volume	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	26	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	27	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	117	28	decreases	decrease	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	117	29	rapidly	rapidly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	117	30	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	118	1	Figure	figure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	2	4C	4c	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	3	represents	represent	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	118	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	118	5	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	7	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	118	8	symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	118	9	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	10	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	118	11	#	#	$
work_fo2sjxybtvhovo3ljrsijpt4pi	118	12	PrayForRise	prayforrise	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	118	13	was	be	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	118	14	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	118	15	hashtag	hashtag	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	16	adopted	adopt	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	17	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	118	18	support	support	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	118	19	RiSe	RiSe	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	118	20	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	118	21	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	118	22	singer	singer	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	23	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	24	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	118	25	K	K	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	118	26	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	118	27	pop	pop	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	28	band	band	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	29	Ladies	Ladies	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	118	30	’	’	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	118	31	Code	Code	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	118	32	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	118	33	who	who	WP
work_fo2sjxybtvhovo3ljrsijpt4pi	118	34	was	be	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	118	35	involved	involve	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	36	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	37	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	118	38	car	car	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	39	accident	accident	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	40	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	118	41	eventually	eventually	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	118	42	caused	cause	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	118	43	her	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	118	44	death	death	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	118	45	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	119	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	119	2	symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	119	3	activity	activity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	119	6	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	7	perfectly	perfectly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	119	8	reflects	reflect	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	119	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	119	10	events1	events1	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	11	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	119	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	119	13	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	14	starts	start	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	119	15	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	119	16	day	day	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	17	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	18	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	119	19	accident	accident	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	20	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	119	21	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	22	September	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	119	23	3	3	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	119	24	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	119	25	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	119	26	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	119	27	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	119	28	peaks	peak	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	119	29	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	119	30	Wikipedia	wikipedia	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	119	31	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	119	32	Ladies	lady	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	119	33	’	’	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	119	34	Code	Code	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	119	35	—	—	:
work_fo2sjxybtvhovo3ljrsijpt4pi	119	36	http://en	http://en	ADD
work_fo2sjxybtvhovo3ljrsijpt4pi	119	37	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	120	1	wikipedia.org/wiki/Ladies%27	wikipedia.org/wiki/ladies%27	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	120	2	Code	Code	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	120	3	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	121	1	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	121	2	day	day	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	121	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	121	4	RiSe	RiSe	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	121	5	’s	’s	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	121	6	death	death	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	121	7	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	121	8	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	121	9	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	121	10	days	day	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	121	11	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	121	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	121	13	accident	accident	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	121	14	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	121	15	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	121	16	September	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	121	17	7	7	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	121	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	121	19	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	121	20	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	121	21	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	121	22	but	but	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	121	23	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	121	24	fans	fan	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	121	25	’	’	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	121	26	conversation	conversation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	121	27	stays	stay	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	121	28	alive	alive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	121	29	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	121	30	commemorate	commemorate	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	121	31	her	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	121	32	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	121	33	several	several	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	121	34	days	day	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	121	35	afterwards	afterwards	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	121	36	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	122	1	Lastly	lastly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	122	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	122	3	Fig	Fig	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	122	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	123	1	4D	4D	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	123	2	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	123	3	one	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	123	4	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	5	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	123	6	#	#	$
work_fo2sjxybtvhovo3ljrsijpt4pi	123	7	KDWBmeetEd	KDWBmeetEd	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	123	8	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	123	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	10	transient	transient	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	123	11	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	123	13	namely	namely	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	123	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	123	15	radio	radio	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	16	station	station	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	17	KDWB	KDWB	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	123	18	announcing	announce	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	123	19	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	123	20	lottery	lottery	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	21	drawing	drawing	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	22	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	23	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	123	24	tickets	ticket	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	123	25	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	26	Ed	Ed	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	123	27	Sheeran	Sheeran	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	123	28	’s	’s	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	123	29	concert	concert	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	123	31	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	123	32	Sept.	September	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	123	33	15	15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	123	34	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	123	35	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	123	36	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	124	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	124	2	hype	hype	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	124	3	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	124	4	momentarily	momentarily	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	124	5	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	124	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	124	7	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	124	8	fades	fade	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	124	9	away	away	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	124	10	immediately	immediately	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	124	11	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	124	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	124	13	lottery	lottery	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	124	14	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	124	15	concluded	conclude	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	124	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	125	1	Figure	figure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	2	5	5	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	125	3	shows	show	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	125	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	125	5	evolution	evolution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	7	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	8	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	125	10	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	125	11	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	125	12	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	13	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	125	14	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	125	15	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	125	16	it	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	125	17	can	can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	125	18	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	125	19	useful	useful	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	125	20	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	125	21	remind	remind	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	125	22	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	125	23	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	125	24	proportions	proportion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	125	25	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	26	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	125	27	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	125	28	42.46	42.46	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	125	29	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	30	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	125	31	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	125	32	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	125	33	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	125	34	35.95	35.95	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	125	35	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	36	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	125	37	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	125	38	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	125	39	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	125	40	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	125	41	21.59	21.59	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	125	42	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	43	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	125	44	sentiments	sentiment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	125	45	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	46	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	125	47	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	48	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	125	49	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	125	50	compare	compare	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	125	51	them	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	125	52	against	against	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	53	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	125	54	distributions	distribution	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	125	55	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	125	56	popular	popular	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	125	57	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	125	58	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	126	1	Also	also	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	126	2	worth	worth	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	126	3	noting	note	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	126	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	126	5	although	although	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	6	each	each	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	126	7	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	8	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	126	9	hard	hard	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	126	10	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	126	11	cast	cast	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	12	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	13	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	126	14	class	class	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	15	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	126	16	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	126	17	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	126	18	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	126	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	126	20	symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	126	21	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	126	22	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	126	23	transient	transient	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	126	24	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	126	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	126	26	sometimes	sometimes	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	126	27	spurious	spurious	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	126	28	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	29	might	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	126	30	appear	appear	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	126	31	before	before	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	32	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	126	33	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	34	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	126	35	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	36	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	126	37	causing	cause	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	126	38	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	126	39	presence	presence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	40	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	41	some	some	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	126	42	small	small	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	126	43	amount	amount	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	44	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	45	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	126	46	where	where	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	126	47	ideally	ideally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	126	48	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	126	49	would	would	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	126	50	not	not	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	126	51	expect	expect	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	126	52	any	any	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	126	53	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	126	54	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	55	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	56	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	126	57	some	some	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	126	58	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	126	59	appear	appear	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	126	60	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	61	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	126	62	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	63	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	64	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	126	65	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	126	66	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	126	67	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	126	68	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	127	1	We	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	127	2	grayed	gray	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	127	3	out	out	RP
work_fo2sjxybtvhovo3ljrsijpt4pi	127	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	127	5	bars	bar	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	127	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	127	7	Figs	Figs	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	127	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	128	1	5A	5a	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	128	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	128	3	5B	5b	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	128	4	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	128	5	5D	5d	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	128	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	128	7	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	128	8	represent	represent	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	128	9	non	non	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	128	10	-	-	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	128	11	significant	significant	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	128	12	amounts	amount	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	128	13	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	128	14	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	128	15	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	128	16	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	128	17	present	present	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	128	18	only	only	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	128	19	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	128	20	byproduct	byproduct	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	128	21	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	128	22	averaging	average	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	128	23	across	across	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	128	24	all	all	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	128	25	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	128	26	belonging	belong	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	128	27	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	128	28	each	each	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	128	29	specific	specific	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	128	30	class	class	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	128	31	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	129	1	These	these	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	129	2	intervals	interval	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	129	3	therefore	therefore	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	129	4	do	do	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	129	5	not	not	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	129	6	convey	convey	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	129	7	any	any	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	129	8	statistically	statistically	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	129	9	significant	significant	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	129	10	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	129	11	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	129	12	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	129	13	disregarded	disregard	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	129	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	130	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	130	2	A	a	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	130	4	For	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	5	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	130	6	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	130	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	130	8	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	130	9	amount	amount	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	10	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	11	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	130	12	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	13	grows	grow	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	130	14	steadily	steadily	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	130	15	until	until	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	16	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	130	17	peak	peak	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	18	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	130	20	while	while	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	21	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	130	22	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	130	23	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	24	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	130	25	somewhat	somewhat	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	130	26	constant	constant	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	130	27	throughout	throughout	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	28	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	130	29	entire	entire	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	130	30	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	130	31	phase	phase	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	130	32	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	131	1	Notably	notably	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	131	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	131	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	131	4	amount	amount	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	6	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	131	7	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	8	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	131	9	much	much	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	131	10	below	below	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	11	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	131	12	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	13	average	average	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	14	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	131	15	fluctuating	fluctuate	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	131	16	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	17	9	9	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	131	18	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	19	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	131	20	12	12	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	131	21	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	22	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	131	23	almost	almost	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	131	24	half	half	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	25	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	26	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	131	27	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	28	average	average	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	29	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	131	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	131	31	while	while	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	32	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	131	33	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	131	34	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	35	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	131	36	well	well	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	131	37	above	above	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	38	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	131	39	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	131	40	ranging	range	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	131	41	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	42	40	40	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	131	43	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	44	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	131	45	44	44	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	131	46	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	131	47	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	132	1	This	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	132	2	suggests	suggest	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	132	3	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	132	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	132	5	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	132	6	general	general	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	132	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	132	8	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	132	9	popular	popular	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	132	10	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	132	11	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	132	12	emotionally	emotionally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	132	13	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	132	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	133	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	133	2	B	b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	133	4	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	133	5	class	class	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	7	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	133	8	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	133	9	intuitively	intuitively	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	133	10	carries	carry	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	133	11	more	more	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	133	12	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	133	13	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	14	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	133	15	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	133	16	stays	stay	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	133	17	constant	constant	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	133	18	throughout	throughout	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	19	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	133	20	entire	entire	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	133	21	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	22	period	period	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	23	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	24	levels	level	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	133	25	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	26	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	133	27	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	28	average	average	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	133	29	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	134	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	134	2	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	134	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	134	4	Symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	134	5	popular	popular	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	134	6	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	134	7	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	134	8	characterized	characterize	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	9	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	10	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	134	11	steadily	steadily	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	134	12	decreasing	decrease	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	134	13	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	134	14	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	134	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	134	16	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	134	17	goes	go	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	134	18	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	19	about	about	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	20	23	23	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	134	21	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	22	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	134	23	above	above	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	24	dataset	dataset	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	134	25	’s	’s	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	134	26	average	average	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	27	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	134	28	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	29	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	134	30	inception	inception	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	31	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	32	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	134	33	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	134	34	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	134	35	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	36	around	around	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	37	12	12	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	134	38	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	39	toward	toward	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	40	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	134	41	end	end	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	42	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	134	43	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	134	44	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	134	45	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	135	1	Complementary	complementary	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	135	2	behavior	behavior	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	135	3	happens	happen	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	135	4	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	135	5	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	135	6	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	135	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	135	8	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	135	9	start	start	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	135	10	around	around	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	135	11	35	35	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	135	12	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	135	13	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	135	14	equal	equal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	135	15	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	135	16	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	135	17	dataset	dataset	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	135	18	average	average	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	135	19	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	135	20	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	135	21	steadily	steadily	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	135	22	grow	grow	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	135	23	up	up	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	135	24	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	135	25	45	45	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	135	26	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	135	27	toward	toward	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	135	28	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	135	29	end	end	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	135	30	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	136	1	This	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	136	2	suggests	suggest	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	136	3	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	136	4	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	136	5	symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	136	6	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	136	7	there	there	EX
work_fo2sjxybtvhovo3ljrsijpt4pi	136	8	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	136	9	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	136	10	general	general	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	136	11	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	136	12	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	136	13	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	136	14	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	136	15	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	136	16	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	136	17	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	136	18	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	136	19	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	136	20	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	137	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	137	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	137	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	137	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	137	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	137	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	137	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	137	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	137	10	8/15	8/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	137	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	137	12	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	ADD
work_fo2sjxybtvhovo3ljrsijpt4pi	137	13	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	14	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	15	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	16	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	17	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	18	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	19	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	20	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	21	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	22	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	23	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	24	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	25	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	26	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	27	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	28	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	29	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	30	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	31	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	32	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	33	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	34	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	35	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	36	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	37	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	38	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	39	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	40	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	41	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	42	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	43	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	44	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	45	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	46	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	47	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	48	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	49	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	50	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	51	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	52	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	53	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	54	http://en.wikipedia.org/wiki/Ladies%27_Code	http://en.wikipedia.org/wiki/ladies%27_code	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	137	55	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	137	56	Figure	Figure	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	137	57	5	5	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	137	58	Evolution	Evolution	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	137	59	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	137	60	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	137	61	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	137	62	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	137	63	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	137	64	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	137	65	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	137	66	types	type	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	137	67	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	137	68	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	137	69	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	137	70	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	138	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	138	2	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	138	3	panels	panel	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	138	4	show	show	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	138	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	138	6	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	7	distribution	distribution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	9	tweet	tweet	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	10	proportion	proportion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	138	12	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	138	13	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	138	14	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	15	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	16	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	17	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	138	18	≥	≥	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	138	19	1	1	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	138	20	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	21	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	138	22	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	23	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	24	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	138	25	≤	≤	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	26	−1	−1	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	138	27	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	28	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	29	proportions	proportion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	138	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	138	31	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	32	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	138	33	four	four	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	138	34	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	138	35	respectively	respectively	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	138	36	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	138	37	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	38	A	a	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	39	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	40	anticipatory	anticipatory	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	41	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	42	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	138	43	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	44	B	b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	45	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	46	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	47	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	48	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	138	49	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	50	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	138	51	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	52	symmetric	symmetric	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	53	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	54	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	138	55	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	138	56	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	138	57	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	58	D	d	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	59	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	138	60	transient	transient	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	138	61	discussion	discussion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	138	62	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	139	1	shift	shift	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	139	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	139	3	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	139	4	toward	toward	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	139	5	positiveness	positiveness	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	139	6	over	over	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	139	7	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	139	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	140	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	140	2	D	d	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	3	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	140	4	Finally	finally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	140	5	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	140	6	transient	transient	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	140	7	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	140	8	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	140	9	due	due	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	10	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	11	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	140	12	short	short	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	140	13	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	140	14	lived	live	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	15	lengths	length	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	140	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	140	17	represent	represent	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	140	18	more	more	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	140	19	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	140	20	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	140	21	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	140	22	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	140	23	although	although	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	24	they	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	140	25	exhibit	exhibit	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	140	26	lower	low	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	140	27	levels	level	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	140	28	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	29	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	140	30	sentiments	sentiment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	140	31	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	140	32	around	around	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	140	33	15	15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	140	34	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	35	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	140	36	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	140	37	higher	high	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	140	38	levels	level	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	140	39	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	40	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	140	41	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	140	42	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	140	43	around	around	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	44	40	40	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	140	45	%	%	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	46	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	140	47	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	48	respect	respect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	49	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	50	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	140	51	dataset	dataset	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	140	52	’s	’s	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	140	53	averages	average	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	140	54	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	141	1	DISCUSSION	DISCUSSION	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	141	2	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	141	3	ability	ability	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	4	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	141	5	computationally	computationally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	141	6	annotate	annotate	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	141	7	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	8	scale	scale	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	141	10	emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	141	11	value	value	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	12	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	13	short	short	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	141	14	pieces	piece	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	141	15	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	16	text	text	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	17	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	141	18	like	like	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	19	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	141	20	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	141	21	allowed	allow	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	141	22	us	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	141	23	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	141	24	investigate	investigate	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	141	25	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	141	26	role	role	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	27	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	28	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	141	29	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	141	30	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	31	expressed	express	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	141	32	into	into	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	33	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	141	34	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	141	35	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	36	plays	play	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	141	37	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	38	respect	respect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	39	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	40	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	141	41	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	42	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	43	such	such	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	141	44	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	141	45	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	142	1	Our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	142	2	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	142	3	finding	finding	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	4	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	5	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	142	6	study	study	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	7	sheds	shed	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	142	8	light	light	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	10	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	142	11	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	12	correlates	correlate	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	142	13	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	142	15	speed	speed	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	16	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	142	17	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	142	18	reach	reach	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	19	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	20	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	142	21	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	22	process	process	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	23	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	142	24	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	142	25	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	26	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	142	27	emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	142	28	valence	valence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	29	spread	spread	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	142	30	faster	fast	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	142	31	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	142	32	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	142	33	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	142	34	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	142	35	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	142	36	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	143	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	2	particular	particular	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	143	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	143	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	143	5	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	6	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	143	7	passes	pass	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	143	8	between	between	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	143	10	publication	publication	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	11	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	143	13	original	original	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	143	14	post	post	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	15	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	143	16	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	143	17	first	first	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	143	18	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	19	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	143	20	almost	almost	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	143	21	twice	twice	PDT
work_fo2sjxybtvhovo3ljrsijpt4pi	143	22	as	as	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	143	23	much	much	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	143	24	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	143	25	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	26	average	average	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	143	27	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	143	28	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	29	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	143	30	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	143	31	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	32	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	143	33	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	143	34	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	143	35	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	144	1	This	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	2	might	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	144	3	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	144	4	interpreted	interpret	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	5	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	6	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	7	number	number	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	9	ways	way	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	144	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	144	11	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	12	most	most	RBS
work_fo2sjxybtvhovo3ljrsijpt4pi	144	13	likely	likely	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	144	14	being	be	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	144	15	that	that	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	16	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	17	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	18	conveys	convey	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	144	19	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	144	20	sentiments	sentiment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	144	21	trigger	trigger	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	144	22	stronger	strong	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	144	23	reactions	reaction	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	144	24	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	25	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	26	readers	reader	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	144	27	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	144	28	some	some	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	29	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	30	which	which	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	31	might	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	144	32	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	144	33	more	more	RBR
work_fo2sjxybtvhovo3ljrsijpt4pi	144	34	prone	prone	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	144	35	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	144	36	share	share	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	144	37	that	that	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	38	piece	piece	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	39	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	40	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	41	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	42	higher	high	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	144	43	chance	chance	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	44	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	45	any	any	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	144	46	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	144	47	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	144	48	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	144	49	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	144	50	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	145	1	However	however	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	145	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	145	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	145	4	positivity	positivity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	145	5	bias	bias	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	145	6	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	145	7	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	145	8	Pollyanna	Pollyanna	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	9	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	145	10	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	145	11	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	145	12	Garcia	Garcia	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	13	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	145	14	Garas	Garas	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	15	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	145	16	Schweitzer	Schweitzer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	17	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	145	18	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	145	19	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	145	20	Boucher	Boucher	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	21	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	145	22	Osgood	Osgood	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	23	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	145	24	1969	1969	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	145	25	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	145	26	rapidly	rapidly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	145	27	kicks	kick	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	145	28	in	in	RP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	29	when	when	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	145	30	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	31	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	145	32	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	33	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	145	34	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	145	35	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	145	36	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	145	37	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	38	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	145	39	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	146	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	146	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	146	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	146	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	146	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	10	9/15	9/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	146	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	146	12	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	146	13	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	14	analyze	analyze	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	15	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	146	16	many	many	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	17	times	time	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	18	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	146	19	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	20	become	become	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	21	retweeted	retweeted	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	22	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	146	23	favorited	favorite	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	24	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	146	25	individuals	individual	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	26	online	online	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	146	27	clearly	clearly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	146	28	tend	tend	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	29	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	146	30	prefer	prefer	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	146	31	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	32	tweets	tweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	146	34	which	which	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	146	35	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	146	36	favorited	favorite	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	37	as	as	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	146	38	much	much	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	39	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	40	five	five	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	146	41	times	time	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	42	more	more	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	146	43	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	44	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	45	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	146	46	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	47	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	48	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	146	49	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	146	50	same	same	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	51	holds	hold	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	52	true	true	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	53	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	54	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	146	55	amount	amount	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	56	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	57	retweets	retweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	58	collected	collect	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	59	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	60	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	61	posts	post	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	62	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	146	63	which	which	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	146	64	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	65	up	up	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	66	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	67	2.5	2.5	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	146	68	times	time	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	69	more	more	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	146	70	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	146	71	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	72	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	146	73	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	146	74	ones	one	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	146	75	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	147	1	These	these	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	147	2	insights	insight	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	147	3	provide	provide	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	147	4	some	some	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	147	5	clear	clear	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	147	6	directives	directive	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	147	7	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	147	8	terms	term	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	147	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	147	10	best	good	JJS
work_fo2sjxybtvhovo3ljrsijpt4pi	147	11	practices	practice	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	147	12	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	147	13	produce	produce	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	147	14	popular	popular	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	147	15	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	147	16	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	147	17	if	if	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	147	18	one	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	147	19	aims	aim	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	147	20	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	147	21	triggering	trigger	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	147	22	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	147	23	quick	quick	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	147	24	reaction	reaction	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	147	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	147	26	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	147	27	sentiments	sentiment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	147	28	outperform	outperform	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	147	29	neutral	neutral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	147	30	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	147	31	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	147	32	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	147	33	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	148	1	This	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	148	2	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	148	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	148	4	reason	reason	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	148	5	why	why	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	148	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	148	7	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	148	8	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	148	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	148	10	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	148	11	cases	case	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	148	12	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	148	13	emergencies	emergency	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	148	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	148	15	disasters	disaster	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	148	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	148	17	misinformation	misinformation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	148	18	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	148	19	fear	fear	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	148	20	spread	spread	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	148	21	so	so	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	148	22	fast	fast	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	148	23	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	148	24	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	148	25	environments	environment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	148	26	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	148	27	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	148	28	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	148	29	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	148	30	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	148	31	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	148	32	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	148	33	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	148	34	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	149	1	However	however	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	149	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	149	3	if	if	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	149	4	one	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	149	5	aims	aim	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	149	6	at	at	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	149	7	long	long	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	149	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	149	9	lasting	last	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	149	10	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	149	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	149	12	then	then	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	149	13	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	149	14	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	149	15	ensures	ensure	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	149	16	wide	wide	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	149	17	reach	reach	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	149	18	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	149	19	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	149	20	most	most	JJS
work_fo2sjxybtvhovo3ljrsijpt4pi	149	21	preferences	preference	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	149	22	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	150	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	150	2	second	second	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	3	part	part	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	5	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	150	6	study	study	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	7	focuses	focus	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	8	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	9	entire	entire	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	10	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	150	12	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	150	13	investigates	investigate	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	14	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	150	15	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	16	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	17	patterns	pattern	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	18	emerge	emerge	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	19	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	20	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	21	characterized	characterize	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	22	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	23	different	different	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	24	temporal	temporal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	25	signatures	signature	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	26	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	150	27	Kwak	Kwak	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	28	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	150	29	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	30	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	31	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	150	32	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	150	33	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	150	34	Lehmann	Lehmann	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	35	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	36	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	37	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	38	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	150	39	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	150	40	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	150	41	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	150	42	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	43	discover	discover	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	44	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	45	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	150	46	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	47	general	general	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	48	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	150	49	highly	highly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	150	50	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	150	51	anticipated	anticipate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	52	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	53	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	54	characterized	characterize	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	55	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	56	positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	57	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	58	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	150	59	while	while	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	60	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	61	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	62	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	63	often	often	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	150	64	harbingers	harbinger	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	65	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	66	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	67	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	68	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	150	69	yet	yet	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	150	70	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	150	71	transient	transient	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	72	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	73	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	150	74	whose	whose	WP$
work_fo2sjxybtvhovo3ljrsijpt4pi	150	75	duration	duration	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	76	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	77	very	very	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	150	78	brief	brief	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	79	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	150	80	represent	represent	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	81	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	150	82	norm	norm	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	83	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	84	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	85	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	150	86	like	like	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	87	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	88	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	150	89	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	150	90	not	not	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	150	91	characterized	characterize	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	92	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	93	any	any	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	150	94	particular	particular	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	95	emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	150	96	valence	valence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	150	97	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	151	1	These	these	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	151	2	results	result	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	151	3	might	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	151	4	sound	sound	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	151	5	unsurprising	unsurprising	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	7	yet	yet	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	151	8	they	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	151	9	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	151	10	not	not	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	151	11	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	12	observed	observe	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	13	before	before	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	151	14	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	151	15	common	common	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	151	16	sense	sense	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	17	would	would	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	151	18	suggest	suggest	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	151	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	20	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	21	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	22	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	23	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	24	unprecedented	unprecedented	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	151	25	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	151	26	often	often	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	151	27	relate	relate	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	151	28	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	29	unexpected	unexpected	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	151	30	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	151	31	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	32	such	such	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	151	33	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	34	disasters	disaster	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	151	35	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	36	emergencies	emergency	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	151	37	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	38	etc	etc	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	151	39	.	.	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	151	40	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	41	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	151	42	canalize	canalize	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	151	43	vast	vast	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	151	44	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	151	45	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	151	46	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	47	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	151	48	audience	audience	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	49	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	50	including	include	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	151	51	fear	fear	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	52	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	53	sorrow	sorrow	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	54	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	55	grief	grief	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	151	56	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	151	57	etc	etc	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	151	58	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	152	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	152	2	Sakaki	Sakaki	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	152	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	152	4	Okazaki	Okazaki	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	152	5	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	152	6	Matsuo	Matsuo	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	152	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	152	8	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	152	9	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	152	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	153	1	Anticipated	anticipated	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	153	2	conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	153	3	instead	instead	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	153	4	characterize	characterize	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	5	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	153	6	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	153	7	will	will	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	153	8	occur	occur	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	153	9	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	153	11	foreseeable	foreseeable	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	153	12	future	future	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	13	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	14	such	such	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	153	15	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	16	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	153	17	political	political	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	153	18	election	election	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	20	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	153	21	sport	sport	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	22	match	match	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	23	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	24	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	153	25	movie	movie	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	26	release	release	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	27	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	28	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	153	29	entertainment	entertainment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	30	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	31	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	32	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	153	33	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	153	34	recurring	recur	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	153	35	festivity	festivity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	36	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	153	37	such	such	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	153	38	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	153	39	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	40	generally	generally	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	153	41	positively	positively	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	153	42	received	receive	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	43	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	44	yet	yet	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	153	45	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	153	46	attention	attention	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	47	toward	toward	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	48	them	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	49	quickly	quickly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	153	50	phases	phase	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	153	51	out	out	RP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	52	after	after	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	53	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	153	54	happening	happening	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	153	55	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	153	56	Lehmann	Lehmann	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	57	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	153	58	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	59	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	60	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	61	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	153	62	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	153	63	Mestyán	Mestyán	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	64	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	65	Yasseri	Yasseri	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	66	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	153	67	Kertész	Kertész	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	68	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	69	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	153	70	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	153	71	Le	Le	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	72	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	73	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	74	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	153	75	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	153	76	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	153	77	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	153	78	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	153	79	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	154	1	Elections	election	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	154	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	154	3	sport	sport	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	154	4	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	154	5	might	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	154	6	represent	represent	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	154	7	special	special	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	154	8	cases	case	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	154	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	154	10	as	as	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	154	11	they	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	154	12	might	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	154	13	open	open	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	154	14	up	up	RP
work_fo2sjxybtvhovo3ljrsijpt4pi	154	15	room	room	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	154	16	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	154	17	debate	debate	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	154	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	154	19	“	"	``
work_fo2sjxybtvhovo3ljrsijpt4pi	154	20	flames	flame	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	154	21	”	"	''
work_fo2sjxybtvhovo3ljrsijpt4pi	154	22	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	154	23	polarized	polarized	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	154	24	opinions	opinion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	154	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	154	26	etc	etc	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	154	27	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	155	1	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	155	2	Ratkiewicz	Ratkiewicz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	3	et	et	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	155	4	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	5	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	155	7	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	155	8	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	155	9	Bond	Bond	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	10	et	et	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	11	al	al	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	12	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	13	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	155	14	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	155	15	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	155	16	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	155	17	such	such	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	155	18	characteristics	characteristic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	155	19	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	20	indeed	indeed	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	155	21	been	be	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	155	22	exploited	exploit	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	155	23	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	155	24	make	make	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	155	25	predictions	prediction	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	155	26	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	155	27	Asur	Asur	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	28	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	155	29	Huberman	Huberman	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	155	31	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	155	32	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	155	33	Metaxas	Metaxas	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	34	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	155	35	Mustafaraj	Mustafaraj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	36	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	155	37	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	155	38	;	;	:
work_fo2sjxybtvhovo3ljrsijpt4pi	155	39	Le	Le	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	40	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	155	41	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	42	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	155	43	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	155	44	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	155	45	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	155	46	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	155	47	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	155	48	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	156	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	156	2	findings	finding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	156	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	4	this	this	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	156	5	paper	paper	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	6	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	156	7	very	very	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	156	8	practical	practical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	156	9	consequences	consequence	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	156	10	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	156	11	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	156	12	relevant	relevant	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	156	13	both	both	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	156	14	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	15	economic	economic	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	156	16	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	156	17	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	156	18	impact	impact	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	19	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	156	20	understanding	understand	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	156	21	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	156	22	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	156	23	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	24	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	25	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	26	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	156	27	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	156	28	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	29	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	30	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	31	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	32	such	such	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	156	33	phenomena	phenomenon	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	156	34	becomes	become	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	156	35	crucial	crucial	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	156	36	if	if	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	37	one	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	156	38	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	156	39	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	40	example	example	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	41	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	156	42	wants	want	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	156	43	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	156	44	craft	craft	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	156	45	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	156	46	policy	policy	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	47	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	156	48	effectively	effectively	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	156	49	communicate	communicate	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	156	50	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	51	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	156	52	audience	audience	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	156	53	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	157	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	157	2	applications	application	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	157	3	range	range	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	157	4	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	157	5	advertisement	advertisement	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	157	6	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	157	7	marketing	marketing	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	157	8	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	157	9	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	157	10	public	public	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	157	11	policy	policy	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	157	12	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	157	13	emergency	emergency	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	157	14	management	management	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	157	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	158	1	Recent	recent	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	158	2	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	158	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	158	4	going	go	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	158	5	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	6	tragic	tragic	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	158	7	episodes	episode	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	158	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	9	terrorism	terrorism	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	158	11	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	12	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	158	13	emergence	emergence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	14	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	15	pandemics	pandemic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	158	16	like	like	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	17	Ebola	Ebola	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	158	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	158	19	have	have	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	158	20	highlighted	highlight	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	21	once	once	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	158	22	again	again	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	158	23	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	158	24	central	central	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	158	25	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	158	26	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	158	27	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	158	28	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	29	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	158	30	timely	timely	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	158	31	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	32	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	33	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	34	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	158	35	yet	yet	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	158	36	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	158	37	dangerous	dangerous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	158	38	they	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	158	39	can	can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	158	40	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	158	41	when	when	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	158	42	they	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	158	43	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	158	44	abused	abuse	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	45	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	158	46	misused	misuse	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	47	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	158	48	spread	spread	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	158	49	misinformation	misinformation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	50	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	158	51	fear	fear	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	158	52	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	159	1	Our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	159	2	contribution	contribution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	3	pushes	push	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	159	4	forward	forward	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	159	5	previous	previous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	159	6	studies	study	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	159	7	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	8	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	9	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	159	10	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	11	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	12	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	159	13	Dang	Dang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	159	14	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	159	15	Xuan	Xuan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	159	16	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	159	17	Stieglitz	Stieglitz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	159	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	159	19	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	159	20	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	159	21	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	159	22	furthers	further	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	159	23	our	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	159	24	understanding	understanding	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	25	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	26	how	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	159	27	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	159	28	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	159	29	expressed	express	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	159	30	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	31	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	159	32	short	short	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	159	33	piece	piece	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	34	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	35	text	text	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	36	might	might	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	37	correlated	correlate	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	159	38	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	39	its	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	159	40	spreading	spreading	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	41	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	42	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	159	43	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	159	44	ecosystems	ecosystem	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	159	45	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	159	46	helping	help	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	159	47	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	159	48	craft	craft	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	159	49	effective	effective	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	159	50	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	51	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	52	strategies	strategy	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	159	53	that	that	WDT
work_fo2sjxybtvhovo3ljrsijpt4pi	159	54	account	account	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	159	55	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	56	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	159	57	emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	159	58	valence	valence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	59	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	60	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	159	61	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	159	62	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	160	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	160	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	160	3	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	160	4	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	160	5	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	160	6	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	160	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	160	8	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	160	9	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	160	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	161	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	161	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	161	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	161	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	161	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	10	10/15	10/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	161	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	161	12	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	13	ACKNOWLEDGEMENTS	ACKNOWLEDGEMENTS	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	14	EF	EF	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	15	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	161	16	grateful	grateful	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	161	17	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	161	18	Filippo	Filippo	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	19	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	20	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	161	21	YY	YY	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	22	Ahn	Ahn	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	23	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	161	24	Sune	Sune	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	25	Lehmann	Lehmann	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	26	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	161	27	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	161	28	Johan	Johan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	29	Bollen	Bollen	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	30	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	161	31	interesting	interesting	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	161	32	discussions	discussion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	161	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	161	34	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	161	35	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	161	36	Alessandro	Alessandro	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	37	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	38	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	161	39	Lorenzo	Lorenzo	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	40	Coviello	Coviello	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	161	41	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	161	42	their	-PRON-	PRP$
work_fo2sjxybtvhovo3ljrsijpt4pi	161	43	precious	precious	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	161	44	feedback	feedback	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	161	45	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	161	46	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	161	47	project	project	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	161	48	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	161	49	extensive	extensive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	161	50	comments	comment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	161	51	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	161	52	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	161	53	manuscript	manuscript	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	161	54	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	162	1	ADDITIONAL	additional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	162	2	INFORMATION	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	162	3	AND	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	162	4	DECLARATIONS	DECLARATIONS	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	162	5	Funding	Funding	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	162	6	EF	EF	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	162	7	was	be	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	162	8	partly	partly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	162	9	supported	support	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	162	10	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	162	11	ONR	ONR	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	162	12	grant	grant	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	162	13	no	no	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	162	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	163	1	N15A-020	N15A-020	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	163	2	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	163	3	0053	0053	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	163	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	164	1	ZY	zy	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	164	2	was	be	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	164	3	partly	partly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	164	4	supported	support	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	164	5	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	164	6	NSF	NSF	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	164	7	grant	grant	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	164	8	no	no	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	164	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	165	1	IIS-0811994	IIS-0811994	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	165	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	166	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	166	2	funders	funder	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	166	3	had	have	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	166	4	no	no	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	166	5	role	role	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	7	study	study	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	8	design	design	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	166	10	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	166	11	collection	collection	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	12	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	166	13	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	14	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	166	15	decision	decision	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	16	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	166	17	publish	publish	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	166	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	166	19	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	166	20	preparation	preparation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	21	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	22	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	166	23	manuscript	manuscript	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	166	24	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	167	1	Grant	Grant	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	167	2	Disclosures	disclosure	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	167	3	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	167	4	following	follow	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	167	5	grant	grant	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	167	6	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	167	7	was	be	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	167	8	disclosed	disclose	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	167	9	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	167	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	167	11	authors	author	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	167	12	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	167	13	ONR	ONR	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	167	14	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	167	15	N15A-020	N15A-020	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	167	16	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	167	17	0053	0053	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	167	18	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	168	1	NSF	nsf	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	168	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	168	3	IIS-0811994	IIS-0811994	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	168	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	169	1	Competing	compete	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	169	2	Interests	interest	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	169	3	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	169	4	authors	author	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	169	5	declare	declare	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	169	6	there	there	EX
work_fo2sjxybtvhovo3ljrsijpt4pi	169	7	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	169	8	no	no	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	169	9	competing	compete	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	169	10	interests	interest	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	169	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	170	1	Author	author	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	170	2	Contributions	contribution	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	3	•	•	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	170	4	Emilio	Emilio	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	170	5	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	170	6	conceived	conceive	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	170	7	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	170	8	designed	design	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	170	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	170	10	experiments	experiment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	170	12	performed	perform	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	170	13	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	170	14	experiments	experiment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	170	16	analyzed	analyze	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	170	17	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	170	18	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	19	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	170	20	contributed	contribute	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	170	21	reagents	reagent	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	22	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	170	23	materials	material	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	24	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	170	25	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	170	26	tools	tool	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	27	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	170	28	wrote	write	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	170	29	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	170	30	paper	paper	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	170	31	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	170	32	prepared	prepare	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	170	33	figures	figure	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	34	and/or	and/or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	170	35	tables	table	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	36	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	170	37	performed	perform	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	170	38	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	170	39	computation	computation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	170	40	work	work	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	170	41	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	170	42	reviewed	review	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	170	43	drafts	draft	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	170	44	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	170	45	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	170	46	paper	paper	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	170	47	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	171	1	•	•	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	171	2	Zeyao	Zeyao	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	171	3	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	171	4	performed	perform	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	171	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	171	6	experiments	experiment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	171	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	171	8	analyzed	analyze	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	171	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	171	10	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	171	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	171	12	prepared	prepare	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	171	13	figures	figure	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	171	14	and/or	and/or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	171	15	tables	table	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	171	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	171	17	performed	perform	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	171	18	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	171	19	computation	computation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	171	20	work	work	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	171	21	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	172	1	Data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	172	2	Availability	availability	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	172	3	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	172	4	following	follow	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	172	5	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	172	6	was	be	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	172	7	supplied	supply	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	172	8	regarding	regard	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	172	9	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	172	10	availability	availability	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	172	11	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	172	12	Data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	172	13	was	be	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	172	14	collected	collect	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	172	15	through	through	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	172	16	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	172	17	public	public	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	172	18	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	172	19	API	API	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	172	20	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	172	21	https://dev.twitter.com/overview/	https://dev.twitter.com/overview/	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	172	22	api	api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	172	23	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	172	24	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	173	1	To	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	173	2	comply	comply	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	173	3	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	173	4	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	173	5	terms	term	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	173	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	173	7	service	service	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	173	8	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	173	9	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	173	10	can	can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	173	11	not	not	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	173	12	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	173	13	publicly	publicly	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	173	14	shared	share	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	173	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	174	1	Interested	interested	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	174	2	future	future	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	174	3	researchers	researcher	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	174	4	may	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	174	5	reproduce	reproduce	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	174	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	174	7	experiments	experiment	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	174	8	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	174	9	following	follow	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	174	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	174	11	procedure	procedure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	174	12	described	describe	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	174	13	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	174	14	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	174	15	paper	paper	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	174	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	175	1	Anonymized	anonymize	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	175	2	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	175	3	may	may	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	175	4	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	175	5	available	available	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	175	6	upon	upon	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	175	7	request	request	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	175	8	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	175	9	Dr.	Dr.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	175	10	Emilio	Emilio	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	175	11	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	175	12	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	175	13	ferrarae@isi.edu	ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	175	14	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	175	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	176	1	REFERENCES	REFERENCES	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	176	2	Akkaya	Akkaya	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	176	3	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	176	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	176	5	Wiebe	Wiebe	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	176	6	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	176	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	176	8	Mihalcea	Mihalcea	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	176	9	R.	R.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	176	10	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	176	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	177	1	Subjectivity	subjectivity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	177	2	word	word	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	177	3	sense	sense	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	177	4	disambiguation	disambiguation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	177	5	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	178	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	178	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	178	3	Proceedings	Proceedings	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	178	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	178	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	178	6	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	178	7	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	178	8	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	178	9	empirical	empirical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	178	10	methods	method	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	178	11	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	178	12	natural	natural	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	178	13	language	language	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	178	14	processing	processing	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	178	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	179	1	ACL	ACL	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	179	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	179	3	190–199	190–199	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	179	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	180	1	Anderson	Anderson	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	180	2	A	A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	180	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	180	4	Huttenlocher	Huttenlocher	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	180	5	D	D	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	180	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	180	7	Kleinberg	Kleinberg	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	180	8	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	180	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	180	10	Leskovec	Leskovec	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	180	11	J.	J.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	181	1	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	181	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	182	1	Effects	effect	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	182	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	182	3	user	user	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	182	4	similarity	similarity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	182	5	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	182	6	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	182	7	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	182	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	183	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	183	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	183	3	Proceedings	Proceedings	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	183	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	183	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	183	6	fifth	fifth	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	183	7	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	183	8	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	183	9	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	183	10	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	183	11	web	web	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	183	12	search	search	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	183	13	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	183	14	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	183	15	mining	mining	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	183	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	184	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	184	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	184	3	703–712	703–712	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	184	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	185	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	185	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	185	3	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	185	4	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	185	5	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	185	6	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	185	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	185	8	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	185	9	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	185	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	186	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	186	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	186	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	186	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	186	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	10	11/15	11/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	186	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	186	12	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	13	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	14	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	15	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	16	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	17	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	18	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	19	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	20	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	21	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	22	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	23	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	24	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	25	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	26	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	27	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	28	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	29	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	30	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	31	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	32	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	33	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	34	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	35	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	36	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	37	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	38	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	39	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	40	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	41	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	42	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	43	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	44	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	45	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	46	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	47	https://dev.twitter.com/overview/api	https://dev.twitter.com/overview/api	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	48	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	49	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	50	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	51	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	52	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	53	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	54	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	55	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	56	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	57	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	58	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	59	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	60	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	61	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	62	http://ferrarae@isi.edu	http://ferrarae@isi.edu	XX
work_fo2sjxybtvhovo3ljrsijpt4pi	186	63	http://ferrarae@isi.edu	http://ferrarae@isi.edu	NFP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	64	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	65	Aral	Aral	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	66	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	67	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	186	68	Muchnik	Muchnik	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	69	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	70	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	186	71	Sundararajan	Sundararajan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	186	72	A.	A.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	187	1	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	187	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	188	1	Distinguishing	distinguish	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	188	2	influence	influence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	188	3	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	188	4	based	base	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	188	5	contagion	contagion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	188	6	from	from	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	188	7	homophily	homophily	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	188	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	188	9	driven	drive	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	188	10	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	188	11	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	188	12	dynamic	dynamic	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	188	13	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	188	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	189	1	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	189	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	189	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	189	4	National	National	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	189	5	Academy	Academy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	189	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	189	7	Sciences	Sciences	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	189	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	189	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	189	10	United	United	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	189	11	States	States	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	189	12	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	189	13	America	America	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	189	14	106(51):21544–21549	106(51):21544–21549	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	189	15	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	189	16	10.1073	10.1073	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	189	17	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	189	18	pnas.0908800106	pnas.0908800106	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	189	19	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	190	1	Aral	Aral	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	190	2	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	190	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	190	4	Walker	Walker	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	190	5	D.	D.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	190	6	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	190	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	191	1	Identifying	identify	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	191	2	influential	influential	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	191	3	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	191	4	susceptible	susceptible	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	191	5	members	member	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	191	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	191	7	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	191	8	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	191	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	192	1	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	192	2	337(6092):337–341	337(6092):337–341	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	192	3	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	192	4	10.1126	10.1126	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	192	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	192	6	science.1215842	science.1215842	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	192	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	193	1	Asur	Asur	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	193	2	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	193	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	193	4	Huberman	Huberman	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	193	5	BA	BA	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	193	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	194	1	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	194	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	195	1	Predicting	predict	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	195	2	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	195	3	future	future	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	195	4	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	195	5	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	195	6	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	195	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	196	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	196	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	196	3	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	196	4	IEEE	IEEE	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	196	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	196	6	WIC	WIC	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	196	7	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	196	8	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	196	9	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	196	10	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	196	11	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	196	12	web	web	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	196	13	intelligence	intelligence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	196	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	196	15	intelligent	intelligent	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	196	16	agent	agent	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	196	17	technology	technology	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	196	18	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	197	1	IEEE	IEEE	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	197	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	197	3	492–499	492–499	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	197	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	198	1	Backstrom	Backstrom	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	198	2	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	198	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	198	4	Kleinberg	Kleinberg	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	198	5	J.	J.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	199	1	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	199	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	200	1	Romantic	romantic	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	200	2	partnerships	partnership	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	200	3	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	200	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	200	5	dispersion	dispersion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	200	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	200	7	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	200	8	ties	tie	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	200	9	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	200	10	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	200	11	network	network	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	200	12	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	200	13	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	200	14	relationship	relationship	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	200	15	status	status	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	200	16	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	200	17	Facebook	Facebook	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	200	18	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	201	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	201	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	201	3	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	201	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	201	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	201	6	17th	17th	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	201	7	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	201	8	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	201	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	201	10	computer	computer	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	201	11	supported	support	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	201	12	cooperative	cooperative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	201	13	work	work	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	201	14	&	&	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	201	15	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	201	16	computing	computing	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	201	17	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	202	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	202	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	202	3	831–841	831–841	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	202	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	203	1	Bakshy	Bakshy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	203	2	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	203	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	203	4	Rosenn	Rosenn	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	203	5	I	I	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	203	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	203	7	Marlow	Marlow	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	203	8	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	203	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	203	10	Adamic	Adamic	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	203	11	L.	L.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	203	12	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	203	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	204	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	204	2	role	role	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	204	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	204	4	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	204	5	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	204	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	204	7	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	204	8	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	204	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	205	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	205	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	205	3	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	205	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	205	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	205	6	21st	21st	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	205	7	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	205	8	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	205	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	205	10	World	World	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	205	11	Wide	Wide	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	205	12	Web	Web	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	205	13	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	205	14	519–528	519–528	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	205	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	206	1	Bayer	Bayer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	206	2	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	206	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	206	4	Sommer	Sommer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	206	5	W	W	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	206	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	206	7	Schacht	Schacht	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	206	8	A.	A.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	207	1	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	207	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	208	1	Font	font	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	208	2	size	size	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	208	3	matters	matter	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	208	4	—	—	:
work_fo2sjxybtvhovo3ljrsijpt4pi	208	5	emotion	emotion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	208	6	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	208	7	attention	attention	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	208	8	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	208	9	cortical	cortical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	208	10	responses	response	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	208	11	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	208	12	written	write	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	208	13	words	word	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	208	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	209	1	PLoS	PLoS	:
work_fo2sjxybtvhovo3ljrsijpt4pi	209	2	ONE	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	209	3	7(5):e36042	7(5):e36042	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	209	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	209	5	10.1371	10.1371	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	209	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	209	7	journal.pone.0036042	journal.pone.0036042	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	209	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	210	1	Beasley	Beasley	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	210	2	A	A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	210	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	210	4	Mason	Mason	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	210	5	W.	W.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	210	6	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	210	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	211	1	Emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	211	2	states	state	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	211	3	vs.	vs.	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	211	4	emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	211	5	words	word	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	211	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	211	7	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	211	8	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	211	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	212	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	212	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	212	3	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	212	4	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	212	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	212	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	212	7	web	web	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	212	8	science	science	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	212	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	213	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	213	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	214	1	Berger	Berger	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	214	2	J.	J.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	215	1	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	215	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	216	1	Arousal	Arousal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	216	2	increases	increase	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	216	3	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	216	4	transmission	transmission	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	216	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	216	6	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	216	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	217	1	Psychological	Psychological	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	217	2	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	217	3	22(7):891–893	22(7):891–893	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	217	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	217	5	10.1177/0956797611413294	10.1177/0956797611413294	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	217	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	218	1	Berger	Berger	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	218	2	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	218	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	218	4	Milkman	Milkman	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	218	5	KL	KL	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	218	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	219	1	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	219	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	220	1	What	what	WP
work_fo2sjxybtvhovo3ljrsijpt4pi	220	2	makes	make	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	220	3	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	220	4	content	content	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	220	5	viral	viral	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	220	6	?	?	.
work_fo2sjxybtvhovo3ljrsijpt4pi	221	1	Journal	Journal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	221	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	221	3	Marketing	Marketing	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	221	4	Research	Research	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	221	5	49(2):192–205	49(2):192–205	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	221	6	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	221	7	10.1509	10.1509	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	221	8	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	221	9	jmr.10.0353	jmr.10.0353	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	221	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	222	1	Bollen	Bollen	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	222	2	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	222	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	222	4	Mao	Mao	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	222	5	H	H	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	222	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	222	7	Pepe	Pepe	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	222	8	A.	A.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	223	1	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	223	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	224	1	Modeling	model	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	224	2	public	public	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	224	3	mood	mood	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	224	4	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	224	5	emotion	emotion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	224	6	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	224	7	Twitter	twitter	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	224	8	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	224	9	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	224	10	socio	socio	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	224	11	-	-	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	224	12	economic	economic	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	224	13	phenomena	phenomenon	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	224	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	225	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	225	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	225	3	International	International	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	225	4	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	225	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	225	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	225	7	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	225	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	225	9	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	225	10	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	225	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	226	1	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	226	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	226	3	450–453	450–453	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	226	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	227	1	Bollen	Bollen	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	227	2	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	227	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	227	4	Mao	Mao	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	227	5	H	H	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	227	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	227	7	Zeng	Zeng	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	227	8	X.	X.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	228	1	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	228	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	229	1	Twitter	twitter	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	229	2	mood	mood	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	229	3	predicts	predict	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	229	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	229	5	stock	stock	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	229	6	market	market	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	229	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	230	1	Journal	Journal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	230	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	230	3	Computational	Computational	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	230	4	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	230	5	2(1):1–8	2(1):1–8	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	230	6	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	230	7	10.1016	10.1016	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	230	8	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	230	9	j.jocs.2010.12.007	j.jocs.2010.12.007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	230	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	231	1	Bond	bond	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	231	2	RM	RM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	231	4	Fariss	Fariss	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	5	CJ	CJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	231	7	Jones	Jones	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	8	JJ	JJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	231	10	Kramer	Kramer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	11	AD	AD	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	231	13	Marlow	Marlow	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	14	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	231	16	Settle	Settle	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	17	JE	JE	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	231	19	Fowler	Fowler	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	20	JH	JH	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	231	21	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	232	1	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	232	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	233	1	A	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	233	2	61-million	61-million	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	233	3	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	233	4	person	person	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	233	5	experiment	experiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	233	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	233	7	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	233	8	influence	influence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	233	9	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	233	10	political	political	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	233	11	mobilization	mobilization	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	233	12	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	234	1	Nature	nature	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	234	2	489(7415):295–298	489(7415):295–298	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	234	3	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	234	4	10.1038	10.1038	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	234	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	234	6	nature11421	nature11421	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	234	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	235	1	Boucher	Boucher	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	235	2	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	235	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	235	4	Osgood	Osgood	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	235	5	CE	CE	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	235	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	236	1	1969	1969	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	236	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	237	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	237	2	pollyanna	pollyanna	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	237	3	hypothesis	hypothesis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	237	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	238	1	Journal	Journal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	238	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	238	3	Verbal	Verbal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	238	4	Learning	Learning	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	238	5	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	238	6	Verbal	Verbal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	238	7	Behavior	Behavior	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	238	8	8(1):1–8	8(1):1–8	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	238	9	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	238	10	10.1016	10.1016	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	238	11	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	238	12	S0022	S0022	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	238	13	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	238	14	5371(69)80002	5371(69)80002	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	238	15	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	238	16	2	2	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	238	17	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	239	1	Centola	Centola	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	239	2	D.	D.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	239	3	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	239	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	240	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	240	2	spread	spread	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	240	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	240	4	behavior	behavior	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	240	5	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	240	6	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	240	7	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	240	8	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	240	9	network	network	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	240	10	experiment	experiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	240	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	241	1	Science	science	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	241	2	329(5996):1194–1197	329(5996):1194–1197	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	241	3	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	241	4	10.1126	10.1126	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	241	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	241	6	science.1185231	science.1185231	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	241	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	242	1	Centola	Centola	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	242	2	D.	D.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	242	3	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	242	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	243	1	An	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	243	2	experimental	experimental	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	243	3	study	study	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	243	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	243	5	homophily	homophily	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	243	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	243	7	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	243	8	adoption	adoption	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	243	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	243	10	health	health	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	243	11	behavior	behavior	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	243	12	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	244	1	Science	science	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	244	2	334(6060):1269–1272	334(6060):1269–1272	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	244	3	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	244	4	10.1126	10.1126	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	244	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	244	6	science.1207055	science.1207055	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	244	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	245	1	Cheng	Cheng	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	245	2	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	245	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	245	4	Adamic	Adamic	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	245	5	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	245	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	245	7	Dow	Dow	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	245	8	PA	PA	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	245	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	245	10	Kleinberg	Kleinberg	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	245	11	JM	JM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	245	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	245	13	Leskovec	Leskovec	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	245	14	J.	J.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	246	1	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	246	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	247	1	Can	Can	MD
work_fo2sjxybtvhovo3ljrsijpt4pi	247	2	cascades	cascade	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	247	3	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	247	4	predicted	predict	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	247	5	?	?	.
work_fo2sjxybtvhovo3ljrsijpt4pi	248	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	248	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	248	3	Pro-	pro-	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	248	4	ceedings	ceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	248	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	248	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	248	7	23rd	23rd	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	248	8	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	248	9	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	248	10	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	248	11	World	World	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	248	12	Wide	Wide	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	248	13	Web	Web	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	248	14	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	248	15	925–936	925–936	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	248	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	249	1	Choudhury	choudhury	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	249	2	MD	MD	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	249	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	249	4	Counts	Counts	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	249	5	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	249	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	249	7	Gamon	Gamon	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	249	8	M.	M.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	249	9	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	249	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	250	1	Not	not	RB
work_fo2sjxybtvhovo3ljrsijpt4pi	250	2	all	all	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	250	3	moods	mood	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	250	4	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	250	5	created	create	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	250	6	equal	equal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	250	7	!	!	.
work_fo2sjxybtvhovo3ljrsijpt4pi	251	1	exploring	explore	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	251	2	human	human	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	251	3	emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	251	4	states	state	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	251	5	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	251	6	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	251	7	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	251	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	252	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	252	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	252	3	International	International	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	252	4	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	252	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	252	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	252	7	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	252	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	252	9	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	252	10	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	252	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	252	12	66–73	66–73	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	252	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	253	1	Conover	Conover	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	2	MD	MD	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	253	4	Davis	Davis	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	5	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	253	7	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	8	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	253	10	McKelvey	McKelvey	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	11	K	K	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	253	13	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	14	F	F	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	253	16	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	253	17	A.	a.	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	254	1	2013a	2013a	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	254	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	255	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	255	2	geospatial	geospatial	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	255	3	characteristics	characteristic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	255	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	255	5	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	255	6	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	255	7	movement	movement	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	255	8	communication	communication	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	255	9	network	network	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	255	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	256	1	PLoS	PLoS	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	256	2	ONE	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	256	3	8(3):e55957	8(3):e55957	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	256	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	256	5	10.1371	10.1371	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	256	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	256	7	journal.pone.0055957	journal.pone.0055957	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	256	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	257	1	Conover	Conover	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	257	2	MD	MD	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	257	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	257	4	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	257	5	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	257	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	257	7	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	257	8	F	F	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	257	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	257	10	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	257	11	A.	a.	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	258	1	2013b	2013b	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	258	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	259	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	259	2	digital	digital	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	259	3	evolution	evolution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	259	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	259	5	Occupy	Occupy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	259	6	Wall	Wall	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	259	7	Street	Street	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	259	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	260	1	PLoS	PLoS	:
work_fo2sjxybtvhovo3ljrsijpt4pi	260	2	ONE	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	260	3	8(5):e64679	8(5):e64679	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	260	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	260	5	10.1371	10.1371	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	260	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	260	7	journal.pone.0064679	journal.pone.0064679	ADD
work_fo2sjxybtvhovo3ljrsijpt4pi	260	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	261	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	261	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	261	3	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	261	4	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	261	5	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	261	6	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	261	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	261	8	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	261	9	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	261	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	262	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	262	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	262	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	262	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	262	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	10	12/15	12/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	262	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	262	12	http://dx.doi.org/10.1073/pnas.0908800106	http://dx.doi.org/10.1073/pnas.0908800106	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	262	13	http://dx.doi.org/10.1126/science.1215842	http://dx.doi.org/10.1126/science.1215842	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	14	http://dx.doi.org/10.1371/journal.pone.0036042	http://dx.doi.org/10.1371/journal.pone.0036042	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	15	http://dx.doi.org/10.1177/0956797611413294	http://dx.doi.org/10.1177/0956797611413294	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	16	http://dx.doi.org/10.1509/jmr.10.0353	http://dx.doi.org/10.1509/jmr.10.0353	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	17	http://dx.doi.org/10.1016/j.jocs.2010.12.007	http://dx.doi.org/10.1016/j.jocs.2010.12.007	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	262	18	http://dx.doi.org/10.1038/nature11421	http://dx.doi.org/10.1038/nature11421	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	19	http://dx.doi.org/10.1016/S0022-5371(69)80002-2	http://dx.doi.org/10.1016/s0022-5371(69)80002-2	FW
work_fo2sjxybtvhovo3ljrsijpt4pi	262	20	http://dx.doi.org/10.1126/science.1185231	http://dx.doi.org/10.1126/science.1185231	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	21	http://dx.doi.org/10.1126/science.1207055	http://dx.doi.org/10.1126/science.1207055	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	22	http://dx.doi.org/10.1371/journal.pone.0055957	http://dx.doi.org/10.1371/journal.pone.0055957	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	23	http://dx.doi.org/10.1371/journal.pone.0064679	http://dx.doi.org/10.1371/journal.pone.0064679	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	24	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	25	Dang	Dang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	26	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	262	27	Xuan	Xuan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	28	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	29	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	262	30	Stieglitz	Stieglitz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	31	S.	S.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	262	32	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	262	33	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	263	1	Impact	impact	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	263	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	263	3	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	263	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	263	5	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	263	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	263	7	political	political	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	263	8	communication	communication	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	263	9	-	-	:
work_fo2sjxybtvhovo3ljrsijpt4pi	263	10	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	263	11	empirical	empirical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	263	12	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	263	13	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	263	14	political	political	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	263	15	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	263	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	264	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	264	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	264	3	International	International	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	264	4	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	264	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	264	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	264	7	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	264	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	264	9	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	264	10	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	264	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	265	1	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	265	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	265	3	427–430	427–430	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	265	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	266	1	De	De	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	266	2	Meo	Meo	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	266	3	P	P	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	266	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	266	5	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	266	6	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	266	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	266	8	Fiumara	Fiumara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	266	9	G	G	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	266	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	266	11	Provetti	Provetti	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	266	12	A.	a.	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	267	1	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	267	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	268	1	On	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	268	2	Facebook	Facebook	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	268	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	268	4	most	most	JJS
work_fo2sjxybtvhovo3ljrsijpt4pi	268	5	ties	tie	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	268	6	are	be	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	268	7	weak	weak	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	268	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	269	1	Communications	communication	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	269	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	269	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	269	4	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	269	5	57(11):78–84	57(11):78–84	.
work_fo2sjxybtvhovo3ljrsijpt4pi	269	6	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	269	7	10.1145/2629438	10.1145/2629438	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	269	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	270	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	270	2	E.	E.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	270	3	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	270	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	271	1	A	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	271	2	large	large	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	271	3	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	271	4	scale	scale	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	271	5	community	community	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	271	6	structure	structure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	271	7	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	271	8	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	271	9	Facebook	Facebook	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	271	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	272	1	EPJ	EPJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	272	2	Data	Data	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	272	3	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	272	4	1(1):1–30	1(1):1–30	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	272	5	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	272	6	10.1140	10.1140	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	272	7	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	272	8	epjds9	epjds9	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	272	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	273	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	2	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	273	4	JafariAsbagh	JafariAsbagh	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	5	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	273	7	Varol	Varol	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	8	O	O	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	273	10	Qazvinian	Qazvinian	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	11	V	V	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	273	13	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	14	F	F	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	273	16	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	273	17	A.	a.	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	274	1	2013a	2013a	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	274	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	275	1	Clustering	cluster	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	275	2	memes	meme	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	275	3	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	275	4	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	275	5	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	275	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	276	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	276	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	276	3	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	276	4	IEEE	IEEE	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	276	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	276	6	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	276	7	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	276	8	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	276	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	276	10	advances	advance	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	276	11	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	276	12	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	276	13	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	276	14	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	276	15	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	276	16	mining	mining	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	276	17	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	277	1	IEEE	IEEE	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	277	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	277	3	548–555	548–555	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	277	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	278	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	278	2	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	278	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	278	4	Varol	Varol	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	278	5	O	O	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	278	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	278	7	Davis	Davis	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	278	8	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	278	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	278	10	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	278	11	F	F	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	278	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	278	13	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	278	14	A.	a.	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	279	1	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	279	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	280	1	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	280	2	rise	rise	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	280	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	280	4	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	280	5	bots	bot	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	280	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	281	1	ArXiv	ArXiv	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	281	2	preprint	preprint	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	281	3	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	282	1	arXiv:1407.5225	arxiv:1407.5225	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	282	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	283	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	283	2	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	283	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	283	4	Varol	Varol	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	283	5	O	O	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	283	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	283	7	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	283	8	F	F	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	283	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	283	10	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	283	11	A.	a.	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	284	1	2013b	2013b	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	284	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	285	1	Traveling	travel	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	285	2	trends	trend	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	285	3	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	285	4	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	285	5	butterflies	butterfly	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	285	6	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	285	7	frequent	frequent	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	285	8	fliers	flier	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	285	9	?	?	.
work_fo2sjxybtvhovo3ljrsijpt4pi	286	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	286	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	286	3	First	First	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	286	4	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	286	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	286	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	286	7	Online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	286	8	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	286	9	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	286	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	287	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	287	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	287	3	213–222	213–222	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	287	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	288	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	288	2	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	288	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	288	4	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	288	5	Z.	Z.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	289	1	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	289	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	290	1	Measuring	measure	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	290	2	emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	290	3	contagion	contagion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	290	4	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	290	5	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	290	6	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	290	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	291	1	ArXiv	ArXiv	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	291	2	preprint	preprint	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	291	3	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	292	1	arXiv:1506.06021	arXiv:1506.06021	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	292	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	293	1	Garcia	Garcia	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	293	2	D	D	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	293	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	293	4	Garas	Garas	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	293	5	A	A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	293	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	293	7	Schweitzer	Schweitzer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	293	8	F.	F.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	293	9	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	293	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	294	1	Positive	positive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	294	2	words	word	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	294	3	carry	carry	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	294	4	less	less	JJR
work_fo2sjxybtvhovo3ljrsijpt4pi	294	5	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	294	6	than	than	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	294	7	negative	negative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	294	8	words	word	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	294	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	295	1	EPJ	EPJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	295	2	Data	Data	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	295	3	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	295	4	1(1):1–12	1(1):1–12	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	295	5	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	295	6	10.1140	10.1140	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	295	7	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	295	8	epjds3	epjds3	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	295	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	296	1	Gilbert	Gilbert	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	296	2	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	296	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	296	4	Karahalios	Karahalios	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	296	5	K.	K.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	296	6	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	296	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	297	1	Predicting	predict	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	297	2	tie	tie	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	297	3	strength	strength	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	297	4	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	297	5	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	297	6	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	297	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	298	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	298	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	298	3	27th	27th	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	298	4	SIGCHI	SIGCHI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	298	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	298	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	298	7	human	human	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	298	8	factors	factor	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	298	9	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	298	10	computing	compute	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	298	11	systems	system	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	298	12	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	299	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	299	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	299	3	211–220	211–220	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	299	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	300	1	Golder	Golder	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	300	2	SA	SA	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	300	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	300	4	Macy	Macy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	300	5	MW	MW	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	300	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	301	1	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	301	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	302	1	Diurnal	diurnal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	302	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	302	3	seasonal	seasonal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	302	4	mood	mood	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	302	5	vary	vary	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	302	6	with	with	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	302	7	work	work	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	302	8	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	302	9	sleep	sleep	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	302	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	302	11	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	302	12	daylength	daylength	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	302	13	across	across	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	302	14	diverse	diverse	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	302	15	cultures	culture	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	302	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	303	1	Science	science	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	303	2	333(6051):1878–1881	333(6051):1878–1881	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	303	3	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	303	4	10.1126	10.1126	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	303	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	303	6	science.1202775	science.1202775	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	303	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	304	1	Gomez	Gomez	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	304	2	Rodriguez	Rodriguez	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	304	3	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	304	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	304	5	Leskovec	Leskovec	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	304	6	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	304	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	304	8	Schölkopf	Schölkopf	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	304	9	B.	B.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	305	1	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	305	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	306	1	Structure	structure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	306	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	306	3	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	306	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	306	5	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	306	6	pathways	pathway	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	306	7	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	306	8	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	306	9	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	306	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	307	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	307	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	307	3	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	307	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	307	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	307	6	sixth	sixth	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	307	7	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	307	8	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	307	9	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	307	10	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	307	11	Web	web	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	307	12	search	search	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	307	13	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	307	14	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	307	15	mining	mining	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	307	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	308	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	308	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	308	3	23–32	23–32	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	308	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	309	1	Harris	Harris	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	309	2	RB	RB	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	309	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	309	4	Paradice	Paradice	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	309	5	D.	D.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	309	6	2007	2007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	309	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	310	1	An	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	310	2	investigation	investigation	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	310	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	310	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	310	5	computer	computer	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	310	6	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	310	7	mediated	mediate	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	310	8	communication	communication	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	310	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	310	10	emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	310	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	311	1	Journal	Journal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	311	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	311	3	Applied	Applied	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	311	4	Sciences	Sciences	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	311	5	Research	Research	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	311	6	3(12):2081–2090	3(12):2081–2090	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	311	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	312	1	Huberman	Huberman	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	312	2	B	B	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	312	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	312	4	Romero	Romero	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	312	5	D	D	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	312	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	312	7	Wu	Wu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	312	8	F.	F.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	312	9	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	312	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	313	1	Social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	313	2	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	313	3	that	that	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	313	4	matter	matter	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	313	5	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	313	6	Twitter	twitter	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	313	7	under	under	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	313	8	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	313	9	microscope	microscope	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	313	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	314	1	First	First	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	314	2	Monday	Monday	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	314	3	14(1)1–5	14(1)1–5	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	314	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	315	1	Hutto	Hutto	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	315	2	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	315	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	315	4	Gilbert	Gilbert	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	315	5	E.	E.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	315	6	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	315	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	316	1	Vader	vader	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	316	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	316	3	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	316	4	parsimonious	parsimonious	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	316	5	rule	rule	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	316	6	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	316	7	based	base	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	316	8	model	model	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	316	9	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	316	10	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	316	11	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	316	12	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	316	13	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	316	14	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	316	15	text	text	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	316	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	317	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	317	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	317	3	International	International	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	317	4	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	317	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	317	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	317	7	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	317	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	317	9	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	317	10	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	317	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	317	12	216–225	216–225	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	317	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	318	1	Java	Java	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	318	2	A	A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	318	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	318	4	Song	Song	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	318	5	X	X	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	318	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	318	7	Finin	Finin	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	318	8	T	T	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	318	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	318	10	Tseng	Tseng	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	318	11	B.	B.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	319	1	2007	2007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	319	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	320	1	Why	why	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	320	2	we	-PRON-	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	320	3	Twitter	twitter	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	320	4	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	320	5	understanding	understand	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	320	6	microblogging	microblogging	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	320	7	usage	usage	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	320	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	320	9	communities	community	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	320	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	321	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	321	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	321	3	2007	2007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	321	4	workshop	workshop	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	321	5	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	321	6	web	web	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	321	7	mining	mining	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	321	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	321	9	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	321	10	network	network	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	321	11	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	321	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	321	13	56–65	56–65	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	321	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	322	1	Kaplan	Kaplan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	322	2	AM	AM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	322	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	322	4	Haenlein	Haenlein	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	322	5	M.	M.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	322	6	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	322	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	323	1	Users	user	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	323	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	323	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	323	4	world	world	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	323	5	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	323	6	unite	unite	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	323	7	!	!	.
work_fo2sjxybtvhovo3ljrsijpt4pi	324	1	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	324	2	challenges	challenge	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	324	3	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	324	4	opportunities	opportunity	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	324	5	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	324	6	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	324	7	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	324	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	325	1	Business	Business	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	325	2	Horizons	horizon	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	325	3	53(1):59–68	53(1):59–68	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	325	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	325	5	10.1016	10.1016	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	325	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	325	7	j.bushor.2009.09.003	j.bushor.2009.09.003	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	325	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	326	1	Kissler	Kissler	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	326	2	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	326	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	326	4	Herbert	Herbert	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	326	5	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	326	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	326	7	Peyk	Peyk	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	326	8	P	P	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	326	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	326	10	Junghofer	Junghofer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	326	11	M.	M.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	326	12	2007	2007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	326	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	327	1	Buzzwords	buzzword	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	327	2	early	early	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	327	3	cortical	cortical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	327	4	responses	response	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	327	5	to	to	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	327	6	emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	327	7	words	word	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	327	8	during	during	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	327	9	reading	reading	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	327	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	328	1	Psychological	Psychological	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	328	2	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	328	3	18(6):475–480	18(6):475–480	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	328	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	328	5	10.1111	10.1111	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	328	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	328	7	j.1467	j.1467	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	328	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	328	9	9280.2007.01924.x	9280.2007.01924.x	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	328	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	329	1	Kramer	Kramer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	329	2	AD	AD	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	329	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	329	4	Guillory	Guillory	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	329	5	JE	JE	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	329	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	329	7	Hancock	Hancock	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	329	8	JT	JT	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	329	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	330	1	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	330	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	331	1	Experimental	experimental	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	331	2	evidence	evidence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	331	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	331	4	massive	massive	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	331	5	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	331	6	scale	scale	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	331	7	emotional	emotional	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	331	8	contagion	contagion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	331	9	through	through	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	331	10	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	331	11	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	331	12	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	332	1	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	332	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	332	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	332	4	National	National	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	332	5	Academy	Academy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	332	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	332	7	Sciences	Sciences	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	332	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	332	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	332	10	United	United	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	332	11	States	States	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	332	12	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	332	13	America	America	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	332	14	111(24):8788–8790	111(24):8788–8790	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	332	15	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	332	16	10.1073	10.1073	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	332	17	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	332	18	pnas.1320040111	pnas.1320040111	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	332	19	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	333	1	Kwak	Kwak	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	333	2	H	H	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	333	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	333	4	Lee	Lee	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	333	5	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	333	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	333	7	Park	Park	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	333	8	H	H	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	333	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	333	10	Moon	Moon	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	333	11	S.	S.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	333	12	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	333	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	334	1	What	what	WP
work_fo2sjxybtvhovo3ljrsijpt4pi	334	2	is	be	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	334	3	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	334	4	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	334	5	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	334	6	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	334	7	network	network	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	334	8	or	or	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	334	9	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	334	10	news	news	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	334	11	media	media	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	334	12	?	?	.
work_fo2sjxybtvhovo3ljrsijpt4pi	335	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	335	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	335	3	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	335	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	335	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	335	6	19th	19th	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	335	7	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	335	8	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	335	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	335	10	World	World	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	335	11	Wide	Wide	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	335	12	Web	Web	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	335	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	336	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	336	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	336	3	591–600	591–600	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	336	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	337	1	Lazer	Lazer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	2	D	D	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	4	Pentland	Pentland	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	5	AS	AS	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	7	Adamic	Adamic	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	8	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	10	Aral	Aral	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	11	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	13	Barabasi	Barabasi	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	14	AL	AL	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	16	Brewer	brewer	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	337	17	D	D	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	18	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	19	Christakis	Christakis	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	20	N	N	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	21	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	22	Contractor	Contractor	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	23	N	N	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	24	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	25	Fowler	Fowler	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	26	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	27	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	28	Gutmann	Gutmann	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	29	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	30	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	31	Jebara	Jebara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	32	T	T	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	33	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	34	King	King	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	35	G	G	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	36	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	37	Macy	Macy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	38	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	39	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	40	Roy	Roy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	41	D	D	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	42	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	337	43	Van	Van	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	44	Alstyne	Alstyne	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	45	M.	M.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	337	46	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	337	47	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	338	1	Life	life	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	338	2	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	338	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	338	4	network	network	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	338	5	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	338	6	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	338	7	coming	come	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	338	8	age	age	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	338	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	338	10	computational	computational	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	338	11	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	338	12	science	science	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	338	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	339	1	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	339	2	323(5915):721–723	323(5915):721–723	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	339	3	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	339	4	10.1126	10.1126	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	339	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	339	6	science.1167742	science.1167742	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	339	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	340	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	340	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	340	3	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	340	4	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	340	5	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	340	6	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	340	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	340	8	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	340	9	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	340	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	341	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	341	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	341	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	341	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	341	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	10	13/15	13/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	341	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	341	12	http://dx.doi.org/10.1145/2629438	http://dx.doi.org/10.1145/2629438	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	341	13	http://dx.doi.org/10.1140/epjds9	http://dx.doi.org/10.1140/epjds9	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	14	http://arxiv.org/abs/1407.5225	http://arxiv.org/abs/1407.5225	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	15	http://arxiv.org/abs/1506.06021	http://arxiv.org/abs/1506.06021	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	16	http://dx.doi.org/10.1140/epjds3	http://dx.doi.org/10.1140/epjds3	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	17	http://dx.doi.org/10.1126/science.1202775	http://dx.doi.org/10.1126/science.1202775	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	18	http://dx.doi.org/10.1016/j.bushor.2009.09.003	http://dx.doi.org/10.1016/j.bushor.2009.09.003	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	19	http://dx.doi.org/10.1111/j.1467-9280.2007.01924.x	http://dx.doi.org/10.1111/j.1467-9280.2007.01924.x	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	20	http://dx.doi.org/10.1073/pnas.1320040111	http://dx.doi.org/10.1073/pnas.1320040111	VBD
work_fo2sjxybtvhovo3ljrsijpt4pi	341	21	http://dx.doi.org/10.1126/science.1167742	http://dx.doi.org/10.1126/science.1167742	PRP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	22	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	23	Le	Le	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	24	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	25	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	341	26	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	27	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	28	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	341	29	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	341	30	A.	a.	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	342	1	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	342	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	343	1	On	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	343	2	predictability	predictability	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	343	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	343	4	rare	rare	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	343	5	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	343	6	leveraging	leverage	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	343	7	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	343	8	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	343	9	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	343	10	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	343	11	machine	machine	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	343	12	learning	learn	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	343	13	perspective	perspective	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	343	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	344	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	344	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	344	3	COSN’15	COSN’15	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	344	4	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	344	5	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	344	6	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	344	7	SGB	SGB	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	344	8	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	344	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	344	10	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	344	11	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	344	12	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	344	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	345	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	345	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	346	1	Lehmann	Lehmann	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	346	2	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	346	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	346	4	Gonçalves	Gonçalves	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	346	5	B	b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	346	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	346	7	Ramasco	Ramasco	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	346	8	JJ	JJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	346	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	346	10	Cattuto	Cattuto	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	346	11	C.	C.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	346	12	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	346	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	347	1	Dynamical	dynamical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	347	2	classes	class	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	347	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	347	4	collective	collective	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	347	5	attention	attention	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	347	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	347	7	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	347	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	348	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	348	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	348	3	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	348	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	348	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	348	6	21st	21st	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	348	7	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	348	8	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	348	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	348	10	World	World	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	348	11	Wide	Wide	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	348	12	Web	Web	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	348	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	349	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	349	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	349	3	251–260	251–260	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	349	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	350	1	Lerman	Lerman	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	350	2	K	K	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	350	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	350	4	Ghosh	Ghosh	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	350	5	R.	R.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	350	6	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	350	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	351	1	Information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	351	2	contagion	contagion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	351	3	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	351	4	an	an	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	351	5	empirical	empirical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	351	6	study	study	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	351	7	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	351	8	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	351	9	spread	spread	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	351	10	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	351	11	news	news	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	351	12	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	351	13	Digg	Digg	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	351	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	351	15	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	351	16	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	351	17	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	351	18	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	352	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	352	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	352	3	International	International	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	352	4	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	352	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	352	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	352	7	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	352	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	352	9	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	352	10	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	352	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	352	12	vol	vol	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	352	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	353	1	10	10	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	353	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	353	3	90–97	90–97	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	353	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	354	1	Mei	Mei	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	2	Q	Q	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	354	4	Ling	Ling	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	5	X	X	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	354	7	Wondra	Wondra	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	8	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	354	10	Su	Su	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	11	H	H	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	354	13	Zhai	Zhai	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	14	C.	C.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	354	15	2007	2007	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	354	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	355	1	Topic	topic	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	355	2	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	355	3	mixture	mixture	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	355	4	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	355	5	modeling	model	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	355	6	facets	facet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	355	7	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	355	8	opinions	opinion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	355	9	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	355	10	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	355	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	356	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	356	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	356	3	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	356	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	356	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	356	6	16th	16th	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	356	7	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	356	8	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	356	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	356	10	World	World	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	356	11	Wide	Wide	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	356	12	Web	Web	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	356	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	357	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	357	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	357	3	171–180	171–180	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	357	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	358	1	Mestyán	Mestyán	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	358	2	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	358	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	358	4	Yasseri	Yasseri	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	358	5	T	T	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	358	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	358	7	Kertész	Kertész	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	358	8	J.	J.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	359	1	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	359	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	360	1	Early	early	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	360	2	prediction	prediction	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	360	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	360	4	movie	movie	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	360	5	box	box	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	360	6	office	office	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	360	7	success	success	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	360	8	based	base	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	360	9	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	360	10	wikipedia	wikipedia	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	360	11	activity	activity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	360	12	big	big	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	360	13	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	360	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	361	1	PLoS	PLoS	:
work_fo2sjxybtvhovo3ljrsijpt4pi	361	2	ONE	one	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	361	3	8(8):e71226	8(8):e71226	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	361	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	361	5	10.1371	10.1371	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	361	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	361	7	journal.pone.0071226	journal.pone.0071226	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	361	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	362	1	Metaxas	Metaxas	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	362	2	PT	PT	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	362	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	362	4	Mustafaraj	Mustafaraj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	362	5	E.	E.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	362	6	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	362	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	363	1	Social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	363	2	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	363	3	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	363	4	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	363	5	elections	election	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	363	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	364	1	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	364	2	338(6106):472–473	338(6106):472–473	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	364	3	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	364	4	10.1126	10.1126	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	364	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	364	6	science.1230456	science.1230456	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	364	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	365	1	Myers	Myers	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	365	2	SA	SA	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	365	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	365	4	Zhu	Zhu	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	365	5	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	365	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	365	7	Leskovec	Leskovec	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	365	8	J.	J.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	366	1	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	366	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	367	1	Information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	367	2	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	367	3	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	367	4	external	external	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	367	5	influence	influence	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	367	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	367	7	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	367	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	368	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	368	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	368	3	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	368	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	368	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	368	6	18th	18th	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	368	7	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	368	8	SIGKDD	SIGKDD	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	368	9	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	368	10	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	368	11	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	368	12	Knowledge	Knowledge	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	368	13	discovery	discovery	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	368	14	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	368	15	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	368	16	mining	mining	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	368	17	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	369	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	369	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	369	3	33–41	33–41	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	369	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	370	1	Nagarajan	Nagarajan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	370	2	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	370	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	370	4	Purohit	Purohit	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	370	5	H	H	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	370	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	370	7	Sheth	Sheth	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	370	8	AP	AP	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	370	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	371	1	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	371	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	372	1	A	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	372	2	qualitative	qualitative	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	372	3	examination	examination	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	372	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	372	5	topical	topical	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	372	6	tweet	tweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	372	7	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	372	8	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	372	9	practices	practice	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	372	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	373	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	373	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	373	3	International	International	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	373	4	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	373	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	373	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	373	7	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	373	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	373	9	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	373	10	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	373	11	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	373	12	295–298	295–298	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	373	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	374	1	Paltoglou	Paltoglou	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	374	2	G	G	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	374	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	374	4	Thelwall	Thelwall	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	374	5	M.	M.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	374	6	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	374	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	375	1	A	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	375	2	study	study	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	375	3	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	375	4	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	375	5	retrieval	retrieval	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	375	6	weighting	weighting	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	375	7	schemes	scheme	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	375	8	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	375	9	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	375	10	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	375	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	376	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	376	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	376	3	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	376	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	376	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	376	6	48th	48th	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	376	7	annual	annual	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	376	8	meeting	meeting	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	376	9	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	376	10	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	376	11	association	association	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	376	12	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	376	13	computational	computational	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	376	14	linguistics	linguistic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	376	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	377	1	ACL	ACL	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	377	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	377	3	1386–1395	1386–1395	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	377	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	378	1	Pang	Pang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	378	2	B	B	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	378	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	378	4	Lee	Lee	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	378	5	L.	L.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	378	6	2008	2008	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	378	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	379	1	Opinion	opinion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	379	2	mining	mining	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	379	3	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	379	4	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	379	5	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	379	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	380	1	Foundations	foundation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	380	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	380	3	Trends	Trends	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	380	4	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	380	5	Information	Information	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	380	6	Retrieval	Retrieval	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	380	7	2(1–2):1–135	2(1–2):1–135	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	380	8	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	380	9	10.1561/1500000011	10.1561/1500000011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	380	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	381	1	Ratkiewicz	Ratkiewicz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	2	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	381	4	Conover	Conover	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	5	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	381	7	Meiss	Meiss	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	8	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	381	10	Gonçalves	Gonçalves	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	11	B	b	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	381	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	381	13	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	14	A	A	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	15	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	381	16	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	17	F.	F.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	381	18	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	381	19	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	382	1	Detecting	detect	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	382	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	382	3	tracking	track	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	382	4	political	political	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	382	5	abuse	abuse	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	382	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	382	7	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	382	8	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	382	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	383	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	383	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	383	3	5th	5th	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	383	4	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	383	5	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	383	6	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	383	7	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	383	8	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	383	9	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	383	10	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	383	11	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	383	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	383	13	297–304	297–304	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	383	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	384	1	Recuero	Recuero	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	384	2	R	R	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	384	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	384	4	Araujo	Araujo	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	384	5	R	R	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	384	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	384	7	Zago	Zago	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	384	8	G.	G.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	384	9	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	384	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	385	1	How	how	WRB
work_fo2sjxybtvhovo3ljrsijpt4pi	385	2	does	do	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	385	3	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	385	4	capital	capital	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	385	5	affect	affect	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	385	6	retweets	retweet	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	385	7	?	?	.
work_fo2sjxybtvhovo3ljrsijpt4pi	386	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	386	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	386	3	International	International	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	386	4	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	386	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	386	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	386	7	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	386	8	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	386	9	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	386	10	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	386	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	387	1	Sakaki	Sakaki	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	387	2	T	T	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	387	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	387	4	Okazaki	Okazaki	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	387	5	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	387	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	387	7	Matsuo	Matsuo	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	387	8	Y.	Y.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	388	1	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	388	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	389	1	Earthquake	earthquake	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	389	2	shakes	shake	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	389	3	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	389	4	users	user	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	389	5	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	389	6	real	real	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	389	7	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	389	8	time	time	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	389	9	event	event	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	389	10	detection	detection	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	389	11	by	by	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	389	12	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	389	13	sensors	sensor	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	389	14	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	390	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	390	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	390	3	19th	19th	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	390	4	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	390	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	390	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	390	7	World	World	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	390	8	Wide	Wide	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	390	9	Web	Web	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	390	10	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	390	11	851–860	851–860	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	390	12	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	391	1	Stieglitz	Stieglitz	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	391	2	S	S	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	391	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	391	4	Dang	Dang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	391	5	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	391	6	Xuan	Xuan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	391	7	L.	L.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	391	8	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	391	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	392	1	Emotions	emotion	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	392	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	392	3	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	392	4	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	392	5	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	392	6	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	392	7	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	392	8	—	—	:
work_fo2sjxybtvhovo3ljrsijpt4pi	392	9	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	392	10	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	392	11	microblogs	microblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	392	12	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	392	13	sharing	share	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	392	14	behavior	behavior	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	392	15	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	393	1	Journal	Journal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	393	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	393	3	Management	Management	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	393	4	Information	Information	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	393	5	Systems	Systems	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	393	6	29(4):217–248	29(4):217–248	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	393	7	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	393	8	10.2753	10.2753	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	393	9	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	393	10	MIS0742	MIS0742	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	393	11	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	393	12	1222290408	1222290408	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	393	13	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	394	1	Suh	Suh	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	394	2	B	B	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	394	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	394	4	Hong	Hong	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	394	5	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	394	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	394	7	Pirolli	Pirolli	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	394	8	P	P	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	394	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	394	10	Chi	Chi	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	394	11	EH	EH	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	394	12	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	395	1	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	395	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	396	1	Want	want	VBP
work_fo2sjxybtvhovo3ljrsijpt4pi	396	2	to	to	TO
work_fo2sjxybtvhovo3ljrsijpt4pi	396	3	be	be	VB
work_fo2sjxybtvhovo3ljrsijpt4pi	396	4	retweeted	retweete	VBN
work_fo2sjxybtvhovo3ljrsijpt4pi	396	5	?	?	.
work_fo2sjxybtvhovo3ljrsijpt4pi	397	1	large	large	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	397	2	scale	scale	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	397	3	analytics	analytic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	397	4	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	397	5	factors	factor	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	397	6	impacting	impact	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	397	7	retweet	retweet	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	397	8	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	397	9	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	397	10	network	network	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	397	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	398	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	398	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	398	3	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	398	4	IEEE	IEEE	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	398	5	2nd	2nd	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	398	6	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	398	7	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	398	8	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	398	9	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	398	10	computing	computing	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	398	11	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	399	1	IEEE	IEEE	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	399	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	399	3	177–184	177–184	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	399	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	400	1	Tang	Tang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	400	2	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	400	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	400	4	Lou	Lou	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	400	5	T	T	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	400	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	400	7	Kleinberg	Kleinberg	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	400	8	J.	J.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	401	1	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	401	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	402	1	Inferring	infer	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	402	2	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	402	3	ties	tie	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	402	4	across	across	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	402	5	heterogenous	heterogenous	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	402	6	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	402	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	403	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	403	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	403	3	Proceedings	Proceedings	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	403	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	403	5	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	403	6	fifth	fifth	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	403	7	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	403	8	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	403	9	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	403	10	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	403	11	web	web	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	403	12	search	search	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	403	13	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	403	14	data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	403	15	mining	mining	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	403	16	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	403	17	743–752	743–752	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	403	18	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	404	1	Thelwall	Thelwall	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	404	2	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	404	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	404	4	Buckley	Buckley	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	404	5	K	K	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	404	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	404	7	Paltoglou	Paltoglou	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	404	8	G.	G.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	404	9	2011	2011	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	404	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	405	1	Sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	405	2	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	405	3	Twitter	Twitter	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	405	4	events	event	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	405	5	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	406	1	Journal	Journal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	406	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	406	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	406	4	American	American	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	406	5	Society	Society	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	406	6	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	406	7	Information	Information	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	406	8	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	406	9	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	406	10	Technology	Technology	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	406	11	62(2):406–418	62(2):406–418	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	406	12	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	406	13	10.1002	10.1002	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	406	14	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	406	15	asi.21462	asi.21462	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	406	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	407	1	Thelwall	Thelwall	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	407	2	M	M	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	407	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	407	4	Buckley	Buckley	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	407	5	K	K	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	407	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	407	7	Paltoglou	Paltoglou	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	407	8	G	G	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	407	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	407	10	Cai	Cai	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	407	11	D	D	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	407	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	407	13	Kappas	Kappas	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	407	14	A.	A.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	408	1	2010	2010	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	408	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	409	1	Sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	409	2	strength	strength	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	409	3	detection	detection	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	409	4	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	409	5	short	short	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	409	6	informal	informal	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	409	7	text	text	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	409	8	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	410	1	Journal	Journal	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	410	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	410	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	410	4	American	American	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	410	5	Society	Society	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	410	6	for	for	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	410	7	Information	Information	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	410	8	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	410	9	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	410	10	Technology	Technology	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	410	11	61(12):2544–2558	61(12):2544–2558	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	410	12	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	410	13	10.1002	10.1002	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	410	14	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	410	15	asi.21416	asi.21416	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	410	16	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	411	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	411	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	411	3	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	411	4	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	411	5	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	411	6	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	411	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	411	8	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	411	9	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	411	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	412	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	412	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	412	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	412	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	412	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	10	14/15	14/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	412	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	412	12	http://dx.doi.org/10.1371/journal.pone.0071226	http://dx.doi.org/10.1371/journal.pone.0071226	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	13	http://dx.doi.org/10.1126/science.1230456	http://dx.doi.org/10.1126/science.1230456	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	14	http://dx.doi.org/10.1561/1500000011	http://dx.doi.org/10.1561/1500000011	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	15	http://dx.doi.org/10.2753/MIS0742-1222290408	http://dx.doi.org/10.2753/MIS0742-1222290408	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	16	http://dx.doi.org/10.1002/asi.21462	http://dx.doi.org/10.1002/asi.21462	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	17	http://dx.doi.org/10.1002/asi.21416	http://dx.doi.org/10.1002/asi.21416	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	18	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	19	Ugander	Ugander	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	20	J	J	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	21	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	412	22	Backstrom	Backstrom	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	23	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	24	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	412	25	Marlow	Marlow	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	26	C	C	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	27	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	412	28	Kleinberg	Kleinberg	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	412	29	J.	J.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	413	1	2012	2012	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	413	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	414	1	Structural	structural	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	414	2	diversity	diversity	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	414	3	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	414	4	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	414	5	contagion	contagion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	414	6	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	415	1	Proceedings	proceeding	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	415	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	415	3	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	415	4	National	National	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	415	5	Academy	Academy	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	415	6	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	415	7	Sciences	Sciences	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	415	8	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	415	9	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	415	10	United	United	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	415	11	States	States	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	415	12	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	415	13	America	America	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	415	14	109(16):5962–5966	109(16):5962–5966	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	415	15	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	415	16	10.1073	10.1073	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	415	17	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	415	18	pnas.1116502109	pnas.1116502109	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	415	19	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	416	1	Varol	Varol	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	416	2	O	O	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	416	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	416	4	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	416	5	E	E	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	416	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	416	7	Ogan	Ogan	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	416	8	CL	CL	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	416	9	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	416	10	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	416	11	F	F	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	416	12	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	416	13	Flammini	Flammini	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	416	14	A.	a.	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	417	1	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	417	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	418	1	Evolution	evolution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	418	2	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	418	3	online	online	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	418	4	user	user	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	418	5	behavior	behavior	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	418	6	during	during	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	418	7	a	a	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	418	8	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	418	9	upheaval	upheaval	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	418	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	419	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	419	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	419	3	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	419	4	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	419	5	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	419	6	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	419	7	web	web	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	419	8	science	science	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	419	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	420	1	ACM	ACM	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	420	2	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	420	3	81–90	81–90	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	420	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	421	1	Vespignani	Vespignani	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	421	2	A.	A.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	422	1	2009	2009	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	422	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	423	1	Predicting	predict	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	423	2	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	423	3	behavior	behavior	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	423	4	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	423	5	techno	techno	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	423	6	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	423	7	social	social	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	423	8	systems	system	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	423	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	424	1	Science	Science	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	424	2	325(5939):425–428	325(5939):425–428	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	424	3	DOI	doi	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	424	4	10.1126	10.1126	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	424	5	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	424	6	science.1171990	science.1171990	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	424	7	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	425	1	Weng	Weng	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	425	2	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	425	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	425	4	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	425	5	F	F	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	425	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	425	7	Ahn	Ahn	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	425	8	Y	Y	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	425	9	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	425	10	Y.	Y.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	426	1	2013	2013	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	426	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	427	1	Virality	virality	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	427	2	prediction	prediction	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	427	3	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	427	4	community	community	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	427	5	structure	structure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	427	6	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	427	7	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	427	8	networks	network	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	427	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	428	1	Scientific	Scientific	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	428	2	Reports	report	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	428	3	3	3	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	428	4	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	429	1	Weng	Weng	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	429	2	L	L	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	429	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	429	4	Menczer	Menczer	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	429	5	F	F	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	429	6	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	429	7	Ahn	Ahn	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	429	8	Y	Y	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	429	9	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	429	10	Y.	Y.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	430	1	2014	2014	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	430	2	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	431	1	Predicting	predict	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	431	2	successful	successful	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	431	3	memes	meme	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	431	4	using	use	VBG
work_fo2sjxybtvhovo3ljrsijpt4pi	431	5	network	network	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	431	6	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	431	7	community	community	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	431	8	structure	structure	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	431	9	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	432	1	In	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	432	2	:	:	:
work_fo2sjxybtvhovo3ljrsijpt4pi	432	3	8th	8th	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	432	4	international	international	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	432	5	AAAI	AAAI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	432	6	conference	conference	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	432	7	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	432	8	weblogs	weblog	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	432	9	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	432	10	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	432	11	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	432	12	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	433	1	Article	article	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	433	2	2522	2522	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	433	3	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	434	1	Ferrara	Ferrara	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	434	2	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	434	3	Yang	Yang	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	434	4	(	(	-LRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	434	5	2015	2015	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	434	6	)	)	-RRB-
work_fo2sjxybtvhovo3ljrsijpt4pi	434	7	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	434	8	PeerJ	PeerJ	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	434	9	Comput	Comput	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	434	10	.	.	.
work_fo2sjxybtvhovo3ljrsijpt4pi	435	1	Sci	Sci	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	2	.	.	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	3	,	,	,
work_fo2sjxybtvhovo3ljrsijpt4pi	435	4	DOI	DOI	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	5	10.7717	10.7717	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	435	6	/	/	SYM
work_fo2sjxybtvhovo3ljrsijpt4pi	435	7	peerj	peerj	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	8	-	-	HYPH
work_fo2sjxybtvhovo3ljrsijpt4pi	435	9	cs.26	cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	10	15/15	15/15	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	435	11	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_fo2sjxybtvhovo3ljrsijpt4pi	435	12	http://dx.doi.org/10.1073/pnas.1116502109	http://dx.doi.org/10.1073/pnas.1116502109	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	13	http://dx.doi.org/10.1126/science.1171990	http://dx.doi.org/10.1126/science.1171990	UH
work_fo2sjxybtvhovo3ljrsijpt4pi	435	14	http://dx.doi.org/10.7717/peerj-cs.26	http://dx.doi.org/10.7717/peerj-cs.26	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	15	Quantifying	Quantifying	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	16	the	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	435	17	effect	effect	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	18	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	19	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	20	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	21	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	22	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	23	in	in	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	24	social	social	JJ
work_fo2sjxybtvhovo3ljrsijpt4pi	435	25	media	medium	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	435	26	Introduction	Introduction	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	27	Materials	Materials	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	435	28	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	435	29	Methods	Methods	NNPS
work_fo2sjxybtvhovo3ljrsijpt4pi	435	30	Sentiment	Sentiment	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	31	analysis	analysis	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	32	Data	datum	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	435	33	Results	result	VBZ
work_fo2sjxybtvhovo3ljrsijpt4pi	435	34	The	the	DT
work_fo2sjxybtvhovo3ljrsijpt4pi	435	35	role	role	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	36	of	of	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	37	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	38	on	on	IN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	39	information	information	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	40	diffusion	diffusion	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	41	Conversations	conversation	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	435	42	'	'	POS
work_fo2sjxybtvhovo3ljrsijpt4pi	435	43	dynamics	dynamic	NNS
work_fo2sjxybtvhovo3ljrsijpt4pi	435	44	and	and	CC
work_fo2sjxybtvhovo3ljrsijpt4pi	435	45	sentiment	sentiment	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	46	evolution	evolution	NN
work_fo2sjxybtvhovo3ljrsijpt4pi	435	47	Discussion	Discussion	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	48	Acknowledgements	Acknowledgements	NNP
work_fo2sjxybtvhovo3ljrsijpt4pi	435	49	References	References	NNPS