id	sid	tid	token	lemma	pos
spir-8466	1	1	microsoft	microsoft	PROPN
spir-8466	1	2	word	word	PROPN
spir-8466	1	3	driscoll	driscoll	PROPN
spir-8466	1	4	-	-	PUNCT
spir-8466	1	5	beyond	beyond	ADP
spir-8466	1	6	big	big	ADJ
spir-8466	1	7	bird	bird	NOUN
spir-8466	1	8	-	-	PUNCT
spir-8466	1	9	beyond	beyond	NOUN
spir-8466	1	10	big	big	ADJ
spir-8466	1	11	bird.doc	bird.doc	NUM
spir-8466	1	12	selected	select	VERB
spir-8466	1	13	papers	paper	NOUN
spir-8466	1	14	of	of	ADP
spir-8466	1	15	internet	internet	NOUN
spir-8466	1	16	research	research	NOUN
spir-8466	1	17	16	16	NUM
spir-8466	1	18	:	:	PUNCT
spir-8466	1	19	the	the	DET
spir-8466	1	20	16th	16th	ADJ
spir-8466	1	21	annual	annual	ADJ
spir-8466	1	22	meeting	meeting	NOUN
spir-8466	1	23	of	of	ADP
spir-8466	1	24	the	the	DET
spir-8466	1	25	association	association	NOUN
spir-8466	1	26	of	of	ADP
spir-8466	1	27	internet	internet	NOUN
spir-8466	1	28	researchers	researcher	NOUN
spir-8466	1	29	phoenix	phoenix	PROPN
spir-8466	1	30	,	,	PUNCT
spir-8466	1	31	az	az	PROPN
spir-8466	1	32	,	,	PUNCT
spir-8466	1	33	usa	usa	PROPN
spir-8466	1	34	/	/	SYM
spir-8466	1	35	21	21	NUM
spir-8466	1	36	-	-	SYM
spir-8466	1	37	24	24	NUM
spir-8466	1	38	october	october	PROPN
spir-8466	1	39	2015	2015	NUM
spir-8466	1	40	beyond	beyond	ADP
spir-8466	1	41	big	big	ADJ
spir-8466	1	42	bird	bird	NOUN
spir-8466	1	43	:	:	PUNCT
spir-8466	1	44	the	the	DET
spir-8466	1	45	role	role	NOUN
spir-8466	1	46	of	of	ADP
spir-8466	1	47	humor	humor	NOUN
spir-8466	1	48	in	in	ADP
spir-8466	1	49	the	the	DET
spir-8466	1	50	aggregate	aggregate	ADJ
spir-8466	1	51	interpretation	interpretation	NOUN
spir-8466	1	52	of	of	ADP
spir-8466	1	53	live	live	ADV
spir-8466	1	54	-	-	PUNCT
spir-8466	1	55	tweeted	tweet	VERB
spir-8466	1	56	events	event	NOUN
spir-8466	1	57	driscoll	driscoll	NOUN
spir-8466	1	58	,	,	PUNCT
spir-8466	1	59	kevin	kevin	PROPN
spir-8466	1	60	microsoft	microsoft	PROPN
spir-8466	1	61	research	research	PROPN
spir-8466	1	62	new	new	PROPN
spir-8466	1	63	england	england	PROPN
spir-8466	1	64	leavitt	leavitt	PROPN
spir-8466	1	65	,	,	PUNCT
spir-8466	1	66	alex	alex	PROPN
spir-8466	1	67	annenberg	annenberg	PROPN
spir-8466	1	68	school	school	PROPN
spir-8466	1	69	for	for	ADP
spir-8466	1	70	communication	communication	NOUN
spir-8466	1	71	,	,	PUNCT
spir-8466	1	72	university	university	PROPN
spir-8466	1	73	of	of	ADP
spir-8466	1	74	southern	southern	PROPN
spir-8466	1	75	california	california	PROPN
spir-8466	1	76	guth	guth	PROPN
spir-8466	1	77	,	,	PUNCT
spir-8466	1	78	kristen	kristen	PROPN
spir-8466	1	79	annenberg	annenberg	PROPN
spir-8466	1	80	school	school	PROPN
spir-8466	1	81	for	for	ADP
spir-8466	1	82	communication	communication	NOUN
spir-8466	1	83	,	,	PUNCT
spir-8466	1	84	university	university	PROPN
spir-8466	1	85	of	of	ADP
spir-8466	1	86	southern	southern	PROPN
spir-8466	1	87	california	california	PROPN
spir-8466	1	88	bar	bar	PROPN
spir-8466	1	89	,	,	PUNCT
spir-8466	1	90	françois	françois	PROPN
spir-8466	1	91	annenberg	annenberg	PROPN
spir-8466	1	92	school	school	PROPN
spir-8466	1	93	for	for	ADP
spir-8466	1	94	communication	communication	NOUN
spir-8466	1	95	,	,	PUNCT
spir-8466	1	96	university	university	NOUN
spir-8466	1	97	of	of	ADP
spir-8466	1	98	southern	southern	PROPN
spir-8466	1	99	california	california	PROPN
spir-8466	1	100	how	how	SCONJ
spir-8466	1	101	do	do	AUX
spir-8466	1	102	emergent	emergent	NOUN
spir-8466	1	103	discourses	discourse	NOUN
spir-8466	1	104	impact	impact	VERB
spir-8466	1	105	the	the	DET
spir-8466	1	106	interpretation	interpretation	NOUN
spir-8466	1	107	of	of	ADP
spir-8466	1	108	large	large	ADJ
spir-8466	1	109	social	social	ADJ
spir-8466	1	110	media	medium	NOUN
spir-8466	1	111	events	event	NOUN
spir-8466	1	112	?	?	PUNCT
spir-8466	2	1	a	a	DET
spir-8466	2	2	wide	wide	ADJ
spir-8466	2	3	body	body	NOUN
spir-8466	2	4	of	of	ADP
spir-8466	2	5	literature	literature	NOUN
spir-8466	2	6	and	and	CCONJ
spir-8466	2	7	prototypes	prototype	NOUN
spir-8466	2	8	in	in	ADP
spir-8466	2	9	both	both	CCONJ
spir-8466	2	10	academia	academia	NOUN
spir-8466	2	11	and	and	CCONJ
spir-8466	2	12	industry	industry	NOUN
spir-8466	2	13	has	have	AUX
spir-8466	2	14	attempted	attempt	VERB
spir-8466	2	15	to	to	PART
spir-8466	2	16	aggregate	aggregate	VERB
spir-8466	2	17	and	and	CCONJ
spir-8466	2	18	summarize	summarize	VERB
spir-8466	2	19	valences	valence	NOUN
spir-8466	2	20	,	,	PUNCT
spir-8466	2	21	sentiment	sentiment	NOUN
spir-8466	2	22	,	,	PUNCT
spir-8466	2	23	and	and	CCONJ
spir-8466	2	24	other	other	ADJ
spir-8466	2	25	linguistic	linguistic	ADJ
spir-8466	2	26	and	and	CCONJ
spir-8466	2	27	contextual	contextual	ADJ
spir-8466	2	28	factors	factor	NOUN
spir-8466	2	29	from	from	ADP
spir-8466	2	30	social	social	ADJ
spir-8466	2	31	media	medium	NOUN
spir-8466	2	32	data	datum	NOUN
spir-8466	2	33	,	,	PUNCT
spir-8466	2	34	though	though	SCONJ
spir-8466	2	35	few	few	ADJ
spir-8466	2	36	have	have	AUX
spir-8466	2	37	taken	take	VERB
spir-8466	2	38	into	into	ADP
spir-8466	2	39	account	account	NOUN
spir-8466	2	40	the	the	DET
spir-8466	2	41	wide	wide	ADV
spir-8466	2	42	-	-	PUNCT
spir-8466	2	43	ranging	range	VERB
spir-8466	2	44	emergent	emergent	ADJ
spir-8466	2	45	behaviors	behavior	NOUN
spir-8466	2	46	of	of	ADP
spir-8466	2	47	individuals	individual	NOUN
spir-8466	2	48	and	and	CCONJ
spir-8466	2	49	groups	group	NOUN
spir-8466	2	50	.	.	PUNCT
spir-8466	3	1	debates	debate	NOUN
spir-8466	3	2	about	about	ADP
spir-8466	3	3	the	the	DET
spir-8466	3	4	value	value	NOUN
spir-8466	3	5	of	of	ADP
spir-8466	3	6	measuring	measure	VERB
spir-8466	3	7	opinion	opinion	NOUN
spir-8466	3	8	through	through	ADP
spir-8466	3	9	this	this	DET
spir-8466	3	10	medium	medium	NOUN
spir-8466	3	11	have	have	AUX
spir-8466	3	12	challenged	challenge	VERB
spir-8466	3	13	the	the	DET
spir-8466	3	14	interpretation	interpretation	NOUN
spir-8466	3	15	of	of	ADP
spir-8466	3	16	such	such	ADJ
spir-8466	3	17	techniques	technique	NOUN
spir-8466	3	18	to	to	PART
spir-8466	3	19	summarize	summarize	VERB
spir-8466	3	20	a	a	DET
spir-8466	3	21	vast	vast	ADJ
spir-8466	3	22	array	array	NOUN
spir-8466	3	23	of	of	ADP
spir-8466	3	24	contributions	contribution	NOUN
spir-8466	3	25	(	(	PUNCT
spir-8466	3	26	sifry	sifry	ADJ
spir-8466	3	27	,	,	PUNCT
spir-8466	3	28	2012	2012	NUM
spir-8466	3	29	;	;	PUNCT
spir-8466	3	30	metaxas	metaxas	PROPN
spir-8466	3	31	et	et	PROPN
spir-8466	3	32	al	al	PROPN
spir-8466	3	33	.	.	PROPN
spir-8466	3	34	,	,	PUNCT
spir-8466	3	35	2011	2011	NUM
spir-8466	3	36	;	;	PUNCT
spir-8466	3	37	gayo	gayo	PROPN
spir-8466	3	38	-	-	PUNCT
spir-8466	3	39	avello	avello	PROPN
spir-8466	3	40	,	,	PUNCT
spir-8466	3	41	2011	2011	NUM
spir-8466	3	42	)	)	PUNCT
spir-8466	3	43	.	.	PUNCT
spir-8466	4	1	this	this	DET
spir-8466	4	2	paper	paper	NOUN
spir-8466	4	3	contributes	contribute	VERB
spir-8466	4	4	to	to	ADP
spir-8466	4	5	this	this	DET
spir-8466	4	6	debate	debate	NOUN
spir-8466	4	7	through	through	ADP
spir-8466	4	8	a	a	DET
spir-8466	4	9	multi	multi	ADJ
spir-8466	4	10	-	-	ADJ
spir-8466	4	11	faceted	faceted	ADJ
spir-8466	4	12	analysis	analysis	NOUN
spir-8466	4	13	of	of	ADP
spir-8466	4	14	tweets	tweet	NOUN
spir-8466	4	15	posted	post	VERB
spir-8466	4	16	during	during	ADP
spir-8466	4	17	each	each	PRON
spir-8466	4	18	of	of	ADP
spir-8466	4	19	the	the	DET
spir-8466	4	20	three	three	NUM
spir-8466	4	21	2012	2012	NUM
spir-8466	4	22	presidential	presidential	ADJ
spir-8466	4	23	debates	debate	NOUN
spir-8466	4	24	.	.	PUNCT
spir-8466	5	1	some	some	DET
spir-8466	5	2	studies	study	NOUN
spir-8466	5	3	have	have	AUX
spir-8466	5	4	documented	document	VERB
spir-8466	5	5	the	the	DET
spir-8466	5	6	practice	practice	NOUN
spir-8466	5	7	of	of	ADP
spir-8466	5	8	live	live	ADV
spir-8466	5	9	-	-	PUNCT
spir-8466	5	10	tweeting	tweet	VERB
spir-8466	5	11	during	during	ADP
spir-8466	5	12	televised	televise	VERB
spir-8466	5	13	media	medium	NOUN
spir-8466	5	14	events	event	NOUN
spir-8466	5	15	(	(	PUNCT
spir-8466	5	16	bruns	brun	NOUN
spir-8466	5	17	&	&	CCONJ
spir-8466	5	18	burgess	burgess	PROPN
spir-8466	5	19	,	,	PUNCT
spir-8466	5	20	2011	2011	NUM
spir-8466	5	21	;	;	PUNCT
spir-8466	5	22	mcpherson	mcpherson	PROPN
spir-8466	5	23	et	et	PROPN
spir-8466	5	24	al	al	PROPN
spir-8466	5	25	.	.	PROPN
spir-8466	5	26	,	,	PUNCT
spir-8466	5	27	2012	2012	NUM
spir-8466	5	28	;	;	PUNCT
spir-8466	5	29	shamma	shamma	PROPN
spir-8466	5	30	,	,	PUNCT
spir-8466	5	31	kennedy	kennedy	PROPN
spir-8466	5	32	,	,	PUNCT
spir-8466	5	33	&	&	CCONJ
spir-8466	5	34	churchill	churchill	PROPN
spir-8466	5	35	,	,	PUNCT
spir-8466	5	36	2010	2010	NUM
spir-8466	5	37	;	;	PUNCT
spir-8466	5	38	schirra	schirra	NOUN
spir-8466	5	39	,	,	PUNCT
spir-8466	5	40	sun	sun	NOUN
spir-8466	5	41	,	,	PUNCT
spir-8466	5	42	&	&	CCONJ
spir-8466	5	43	bentley	bentley	PROPN
spir-8466	5	44	2014	2014	NUM
spir-8466	5	45	)	)	PUNCT
spir-8466	5	46	.	.	PUNCT
spir-8466	6	1	we	we	PRON
spir-8466	6	2	focus	focus	VERB
spir-8466	6	3	on	on	ADP
spir-8466	6	4	retweeting	retweete	VERB
spir-8466	6	5	and	and	CCONJ
spir-8466	6	6	livetweeting	livetweete	VERB
spir-8466	6	7	practices	practice	NOUN
spir-8466	6	8	,	,	PUNCT
spir-8466	6	9	in	in	ADP
spir-8466	6	10	particular	particular	ADJ
spir-8466	6	11	as	as	SCONJ
spir-8466	6	12	they	they	PRON
spir-8466	6	13	relate	relate	VERB
spir-8466	6	14	to	to	ADP
spir-8466	6	15	humor	humor	NOUN
spir-8466	6	16	,	,	PUNCT
spir-8466	6	17	as	as	SCONJ
spir-8466	6	18	we	we	PRON
spir-8466	6	19	suspect	suspect	VERB
spir-8466	6	20	prevalent	prevalent	ADJ
spir-8466	6	21	sentiment	sentiment	NOUN
spir-8466	6	22	analysis	analysis	NOUN
spir-8466	6	23	approaches	approach	NOUN
spir-8466	6	24	may	may	AUX
spir-8466	6	25	overemphasize	overemphasize	VERB
spir-8466	6	26	their	their	PRON
spir-8466	6	27	importance	importance	NOUN
spir-8466	6	28	in	in	ADP
spir-8466	6	29	political	political	ADJ
spir-8466	6	30	discourse	discourse	NOUN
spir-8466	6	31	.	.	PUNCT
spir-8466	7	1	we	we	PRON
spir-8466	7	2	examine	examine	VERB
spir-8466	7	3	practices	practice	NOUN
spir-8466	7	4	such	such	ADJ
spir-8466	7	5	as	as	ADP
spir-8466	7	6	the	the	DET
spir-8466	7	7	use	use	NOUN
spir-8466	7	8	of	of	ADP
spir-8466	7	9	humor	humor	NOUN
spir-8466	7	10	and	and	CCONJ
spir-8466	7	11	sarcasm	sarcasm	NOUN
spir-8466	7	12	(	(	PUNCT
spir-8466	7	13	mejova	mejova	PROPN
spir-8466	7	14	,	,	PUNCT
spir-8466	7	15	srinivasan	srinivasan	NOUN
spir-8466	7	16	,	,	PUNCT
spir-8466	7	17	&	&	CCONJ
spir-8466	7	18	boynton	boynton	PROPN
spir-8466	7	19	,	,	PUNCT
spir-8466	7	20	2013	2013	NUM
spir-8466	7	21	)	)	PUNCT
spir-8466	7	22	,	,	PUNCT
spir-8466	7	23	building	build	VERB
spir-8466	7	24	from	from	ADP
spir-8466	7	25	and	and	CCONJ
spir-8466	7	26	extending	extend	VERB
spir-8466	7	27	our	our	PRON
spir-8466	7	28	prior	prior	ADJ
spir-8466	7	29	work	work	NOUN
spir-8466	7	30	in	in	ADP
spir-8466	7	31	this	this	DET
spir-8466	7	32	area	area	NOUN
spir-8466	7	33	(	(	PUNCT
spir-8466	7	34	aoir	aoir	NOUN
spir-8466	7	35	12	12	NUM
spir-8466	7	36	citation	citation	NOUN
spir-8466	7	37	)	)	PUNCT
spir-8466	7	38	.	.	PUNCT
spir-8466	8	1	during	during	ADP
spir-8466	8	2	each	each	DET
spir-8466	8	3	2012	2012	NUM
spir-8466	8	4	presidential	presidential	ADJ
spir-8466	8	5	debate	debate	NOUN
spir-8466	8	6	,	,	PUNCT
spir-8466	8	7	we	we	PRON
spir-8466	8	8	collected	collect	VERB
spir-8466	8	9	tweets	tweet	NOUN
spir-8466	8	10	matching	match	VERB
spir-8466	8	11	an	an	DET
spir-8466	8	12	evolving	evolve	VERB
spir-8466	8	13	set	set	NOUN
spir-8466	8	14	of	of	ADP
spir-8466	8	15	427	427	NUM
spir-8466	8	16	debate	debate	NOUN
spir-8466	8	17	-	-	PUNCT
spir-8466	8	18	related	relate	VERB
spir-8466	8	19	keyword	keyword	NOUN
spir-8466	8	20	rules	rule	NOUN
spir-8466	8	21	using	use	VERB
spir-8466	8	22	the	the	DET
spir-8466	8	23	commercial	commercial	ADJ
spir-8466	8	24	data	datum	NOUN
spir-8466	8	25	provider	provider	NOUN
spir-8466	8	26	gnip	gnip	NOUN
spir-8466	8	27	powertrack	powertrack	NOUN
spir-8466	8	28	.	.	PUNCT
spir-8466	9	1	our	our	PRON
spir-8466	9	2	observation	observation	NOUN
spir-8466	9	3	period	period	NOUN
spir-8466	9	4	began	begin	VERB
spir-8466	9	5	one	one	NUM
spir-8466	9	6	hour	hour	NOUN
spir-8466	9	7	before	before	ADP
spir-8466	9	8	each	each	DET
spir-8466	9	9	debate	debate	NOUN
spir-8466	9	10	’s	’s	PART
spir-8466	9	11	start	start	NOUN
spir-8466	9	12	and	and	CCONJ
spir-8466	9	13	lasted	last	VERB
spir-8466	9	14	until	until	ADP
spir-8466	9	15	four	four	NUM
spir-8466	9	16	hours	hour	NOUN
spir-8466	9	17	after	after	ADP
spir-8466	9	18	the	the	DET
spir-8466	9	19	conclusion	conclusion	NOUN
spir-8466	9	20	of	of	ADP
spir-8466	9	21	the	the	DET
spir-8466	9	22	televised	televise	VERB
spir-8466	9	23	broadcast	broadcast	NOUN
spir-8466	9	24	.	.	PUNCT
spir-8466	10	1	the	the	DET
spir-8466	10	2	full	full	ADJ
spir-8466	10	3	corpus	corpus	NOUN
spir-8466	10	4	consists	consist	VERB
spir-8466	10	5	of	of	ADP
spir-8466	10	6	suggested	suggest	VERB
spir-8466	10	7	citation	citation	NOUN
spir-8466	10	8	(	(	PUNCT
spir-8466	10	9	apa	apa	PROPN
spir-8466	10	10	):	):	PUNCT
spir-8466	10	11	driscoll	driscoll	PROPN
spir-8466	10	12	,	,	PUNCT
spir-8466	10	13	k.	k.	PROPN
spir-8466	10	14	,	,	PUNCT
spir-8466	10	15	leavitt	leavitt	PROPN
spir-8466	10	16	,	,	PUNCT
spir-8466	10	17	a.	a.	PROPN
spir-8466	10	18	,	,	PUNCT
spir-8466	10	19	guth	guth	PROPN
spir-8466	10	20	,	,	PUNCT
spir-8466	10	21	k.	k.	PROPN
spir-8466	10	22	,	,	PUNCT
spir-8466	10	23	&	&	CCONJ
spir-8466	10	24	bar	bar	PROPN
spir-8466	10	25	,	,	PUNCT
spir-8466	10	26	f.	f.	PROPN
spir-8466	10	27	(	(	PUNCT
spir-8466	10	28	2015	2015	NUM
spir-8466	10	29	,	,	PUNCT
spir-8466	10	30	october	october	PROPN
spir-8466	10	31	21	21	NUM
spir-8466	10	32	-	-	SYM
spir-8466	10	33	24	24	NUM
spir-8466	10	34	)	)	PUNCT
spir-8466	10	35	.	.	PUNCT
spir-8466	11	1	beyond	beyond	ADP
spir-8466	11	2	big	big	ADJ
spir-8466	11	3	bird	bird	NOUN
spir-8466	11	4	:	:	PUNCT
spir-8466	11	5	the	the	DET
spir-8466	11	6	role	role	NOUN
spir-8466	11	7	of	of	ADP
spir-8466	11	8	humor	humor	NOUN
spir-8466	11	9	in	in	ADP
spir-8466	11	10	the	the	DET
spir-8466	11	11	aggregate	aggregate	ADJ
spir-8466	11	12	interpretation	interpretation	NOUN
spir-8466	11	13	of	of	ADP
spir-8466	11	14	live	live	ADV
spir-8466	11	15	-	-	PUNCT
spir-8466	11	16	tweeted	tweet	VERB
spir-8466	11	17	events	event	NOUN
spir-8466	11	18	.	.	PUNCT
spir-8466	12	1	paper	paper	NOUN
spir-8466	12	2	presented	present	VERB
spir-8466	12	3	at	at	ADP
spir-8466	12	4	internet	internet	NOUN
spir-8466	12	5	research	research	NOUN
spir-8466	12	6	16	16	NUM
spir-8466	12	7	:	:	PUNCT
spir-8466	12	8	the	the	DET
spir-8466	12	9	16th	16th	ADJ
spir-8466	12	10	annual	annual	ADJ
spir-8466	12	11	meeting	meeting	NOUN
spir-8466	12	12	of	of	ADP
spir-8466	12	13	the	the	DET
spir-8466	12	14	association	association	NOUN
spir-8466	12	15	of	of	ADP
spir-8466	12	16	internet	internet	NOUN
spir-8466	12	17	researchers	researcher	NOUN
spir-8466	12	18	.	.	PUNCT
spir-8466	13	1	phoenix	phoenix	PROPN
spir-8466	13	2	,	,	PUNCT
spir-8466	13	3	az	az	PROPN
spir-8466	13	4	,	,	PUNCT
spir-8466	13	5	usa	usa	PROPN
spir-8466	13	6	:	:	PUNCT
spir-8466	13	7	aoir	aoir	NOUN
spir-8466	13	8	.	.	PUNCT
spir-8466	13	9	retrieved	retrieve	VERB
spir-8466	13	10	from	from	ADP
spir-8466	13	11	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8466	13	12	.	.	PUNCT
spir-8466	14	1	35,247,043	35,247,043	NUM
spir-8466	14	2	tweets	tweet	NOUN
spir-8466	14	3	produced	produce	VERB
spir-8466	14	4	by	by	ADP
spir-8466	14	5	5,833,227	5,833,227	NUM
spir-8466	14	6	unique	unique	ADJ
spir-8466	14	7	user	user	NOUN
spir-8466	14	8	accounts	account	NOUN
spir-8466	14	9	(	(	PUNCT
spir-8466	14	10	the	the	DET
spir-8466	14	11	size	size	NOUN
spir-8466	14	12	of	of	ADP
spir-8466	14	13	this	this	DET
spir-8466	14	14	collection	collection	NOUN
spir-8466	14	15	is	be	AUX
spir-8466	14	16	comparable	comparable	ADJ
spir-8466	14	17	with	with	ADP
spir-8466	14	18	statistics	statistic	NOUN
spir-8466	14	19	reported	report	VERB
spir-8466	14	20	by	by	ADP
spir-8466	14	21	journalists	journalist	NOUN
spir-8466	14	22	and	and	CCONJ
spir-8466	14	23	social	social	ADJ
spir-8466	14	24	media	medium	NOUN
spir-8466	14	25	analytics	analytic	NOUN
spir-8466	14	26	firms	firm	NOUN
spir-8466	14	27	in	in	ADP
spir-8466	14	28	the	the	DET
spir-8466	14	29	days	day	NOUN
spir-8466	14	30	following	follow	VERB
spir-8466	14	31	the	the	DET
spir-8466	14	32	debates	debate	NOUN
spir-8466	14	33	[	[	X
spir-8466	14	34	e.g.	e.g.	ADV
spir-8466	14	35	,	,	PUNCT
spir-8466	14	36	sharp	sharp	ADJ
spir-8466	14	37	,	,	PUNCT
spir-8466	14	38	2012	2012	NUM
spir-8466	14	39	]	]	PUNCT
spir-8466	14	40	)	)	PUNCT
spir-8466	14	41	.	.	PUNCT
spir-8466	15	1	our	our	PRON
spir-8466	15	2	analysis	analysis	NOUN
spir-8466	15	3	focuses	focus	VERB
spir-8466	15	4	on	on	ADP
spir-8466	15	5	the	the	DET
spir-8466	15	6	17,579,576	17,579,576	NUM
spir-8466	15	7	retweets	retweet	NOUN
spir-8466	15	8	within	within	ADP
spir-8466	15	9	these	these	DET
spir-8466	15	10	data	datum	NOUN
spir-8466	15	11	.	.	PUNCT
spir-8466	16	1	retweets	retweet	NOUN
spir-8466	16	2	accounted	account	VERB
spir-8466	16	3	for	for	ADP
spir-8466	16	4	49.9	49.9	NUM
spir-8466	16	5	%	%	NOUN
spir-8466	16	6	of	of	ADP
spir-8466	16	7	the	the	DET
spir-8466	16	8	total	total	ADJ
spir-8466	16	9	corpus	corpus	NOUN
spir-8466	16	10	of	of	ADP
spir-8466	16	11	tweets	tweet	NOUN
spir-8466	16	12	we	we	PRON
spir-8466	16	13	collected	collect	VERB
spir-8466	16	14	during	during	ADP
spir-8466	16	15	the	the	DET
spir-8466	16	16	three	three	NUM
spir-8466	16	17	debates	debate	NOUN
spir-8466	16	18	.	.	PUNCT
spir-8466	17	1	in	in	ADP
spir-8466	17	2	our	our	PRON
spir-8466	17	3	earlier	early	ADJ
spir-8466	17	4	analysis	analysis	NOUN
spir-8466	17	5	,	,	PUNCT
spir-8466	17	6	we	we	PRON
spir-8466	17	7	conducted	conduct	VERB
spir-8466	17	8	a	a	DET
spir-8466	17	9	high	high	ADJ
spir-8466	17	10	-	-	PUNCT
spir-8466	17	11	level	level	NOUN
spir-8466	17	12	descriptive	descriptive	ADJ
spir-8466	17	13	analysis	analysis	NOUN
spir-8466	17	14	of	of	ADP
spir-8466	17	15	the	the	DET
spir-8466	17	16	dataset	dataset	NOUN
spir-8466	17	17	and	and	CCONJ
spir-8466	17	18	a	a	DET
spir-8466	17	19	deeper	deep	ADJ
spir-8466	17	20	content	content	NOUN
spir-8466	17	21	analysis	analysis	NOUN
spir-8466	17	22	of	of	ADP
spir-8466	17	23	the	the	DET
spir-8466	17	24	most	most	ADV
spir-8466	17	25	-	-	PUNCT
spir-8466	17	26	tweeted	tweet	VERB
spir-8466	17	27	accounts	account	NOUN
spir-8466	17	28	(	(	PUNCT
spir-8466	17	29	n=197	n=197	NOUN
spir-8466	17	30	)	)	PUNCT
spir-8466	17	31	.	.	PUNCT
spir-8466	18	1	this	this	DET
spir-8466	18	2	small	small	ADJ
spir-8466	18	3	group	group	NOUN
spir-8466	18	4	produced	produce	VERB
spir-8466	18	5	18,425	18,425	NUM
spir-8466	18	6	tweets	tweet	NOUN
spir-8466	18	7	that	that	PRON
spir-8466	18	8	were	be	AUX
spir-8466	18	9	retweeted	retweete	VERB
spir-8466	18	10	4,388,446	4,388,446	NUM
spir-8466	18	11	times	time	NOUN
spir-8466	18	12	collectively	collectively	ADV
spir-8466	18	13	during	during	ADP
spir-8466	18	14	(	(	PUNCT
spir-8466	18	15	and	and	CCONJ
spir-8466	18	16	in	in	ADP
spir-8466	18	17	the	the	DET
spir-8466	18	18	hours	hour	NOUN
spir-8466	18	19	following	follow	VERB
spir-8466	18	20	)	)	PUNCT
spir-8466	18	21	the	the	DET
spir-8466	18	22	three	three	NUM
spir-8466	18	23	presidential	presidential	ADJ
spir-8466	18	24	debates	debate	NOUN
spir-8466	18	25	.	.	PUNCT
spir-8466	19	1	we	we	PRON
spir-8466	19	2	found	find	VERB
spir-8466	19	3	that	that	SCONJ
spir-8466	19	4	62	62	NUM
spir-8466	19	5	(	(	PUNCT
spir-8466	19	6	31	31	NUM
spir-8466	19	7	%	%	NOUN
spir-8466	19	8	)	)	PUNCT
spir-8466	19	9	of	of	ADP
spir-8466	19	10	the	the	DET
spir-8466	19	11	top	top	ADJ
spir-8466	19	12	quartile	quartile	NOUN
spir-8466	19	13	of	of	ADP
spir-8466	19	14	the	the	DET
spir-8466	19	15	most	most	ADV
spir-8466	19	16	retweeted	retweete	VERB
spir-8466	19	17	accounts	account	NOUN
spir-8466	19	18	were	be	AUX
spir-8466	19	19	primarily	primarily	ADV
spir-8466	19	20	used	use	VERB
spir-8466	19	21	for	for	ADP
spir-8466	19	22	humor	humor	NOUN
spir-8466	19	23	,	,	PUNCT
spir-8466	19	24	comedy	comedy	NOUN
spir-8466	19	25	,	,	PUNCT
spir-8466	19	26	parody	parody	NOUN
spir-8466	19	27	and	and	CCONJ
spir-8466	19	28	sarcasm	sarcasm	NOUN
spir-8466	19	29	.	.	PUNCT
spir-8466	20	1	these	these	DET
spir-8466	20	2	62	62	NUM
spir-8466	20	3	humorous	humorous	ADJ
spir-8466	20	4	accounts	account	NOUN
spir-8466	20	5	were	be	AUX
spir-8466	20	6	responsible	responsible	ADJ
spir-8466	20	7	,	,	PUNCT
spir-8466	20	8	directly	directly	ADV
spir-8466	20	9	or	or	CCONJ
spir-8466	20	10	indirectly	indirectly	ADV
spir-8466	20	11	via	via	ADP
spir-8466	20	12	retweet	retweet	PROPN
spir-8466	20	13	,	,	PUNCT
spir-8466	20	14	for	for	ADP
spir-8466	20	15	1,370,537	1,370,537	NUM
spir-8466	20	16	(	(	PUNCT
spir-8466	20	17	4	4	NUM
spir-8466	20	18	%	%	NOUN
spir-8466	20	19	)	)	PUNCT
spir-8466	20	20	of	of	ADP
spir-8466	20	21	all	all	DET
spir-8466	20	22	the	the	DET
spir-8466	20	23	tweets	tweet	NOUN
spir-8466	20	24	in	in	ADP
spir-8466	20	25	our	our	PRON
spir-8466	20	26	collection	collection	NOUN
spir-8466	20	27	.	.	PUNCT
spir-8466	21	1	to	to	PART
spir-8466	21	2	put	put	VERB
spir-8466	21	3	this	this	DET
spir-8466	21	4	concentration	concentration	NOUN
spir-8466	21	5	of	of	ADP
spir-8466	21	6	comic	comic	ADJ
spir-8466	21	7	accounts	account	NOUN
spir-8466	21	8	in	in	ADP
spir-8466	21	9	context	context	NOUN
spir-8466	21	10	,	,	PUNCT
spir-8466	21	11	we	we	PRON
spir-8466	21	12	also	also	ADV
spir-8466	21	13	coded	code	VERB
spir-8466	21	14	a	a	DET
spir-8466	21	15	random	random	ADJ
spir-8466	21	16	sample	sample	NOUN
spir-8466	21	17	of	of	ADP
spir-8466	21	18	the	the	DET
spir-8466	21	19	remaining	remain	VERB
spir-8466	21	20	three	three	NUM
spir-8466	21	21	quartiles	quartile	NOUN
spir-8466	21	22	and	and	CCONJ
spir-8466	21	23	found	find	VERB
spir-8466	21	24	that	that	SCONJ
spir-8466	21	25	the	the	DET
spir-8466	21	26	number	number	NOUN
spir-8466	21	27	of	of	ADP
spir-8466	21	28	accounts	account	NOUN
spir-8466	21	29	clearly	clearly	ADV
spir-8466	21	30	used	use	VERB
spir-8466	21	31	only	only	ADV
spir-8466	21	32	for	for	ADP
spir-8466	21	33	humor	humor	NOUN
spir-8466	21	34	was	be	AUX
spir-8466	21	35	negligible	negligible	ADJ
spir-8466	21	36	.	.	PUNCT
spir-8466	22	1	the	the	DET
spir-8466	22	2	results	result	NOUN
spir-8466	22	3	of	of	ADP
spir-8466	22	4	the	the	DET
spir-8466	22	5	content	content	NOUN
spir-8466	22	6	analysis	analysis	NOUN
spir-8466	22	7	identified	identify	VERB
spir-8466	22	8	accounts	account	NOUN
spir-8466	22	9	that	that	PRON
spir-8466	22	10	were	be	AUX
spir-8466	22	11	exclusively	exclusively	ADV
spir-8466	22	12	comic	comic	ADJ
spir-8466	22	13	,	,	PUNCT
spir-8466	22	14	however	however	ADV
spir-8466	22	15	,	,	PUNCT
spir-8466	22	16	it	it	PRON
spir-8466	22	17	was	be	AUX
spir-8466	22	18	clear	clear	ADJ
spir-8466	22	19	that	that	SCONJ
spir-8466	22	20	many	many	ADJ
spir-8466	22	21	of	of	ADP
spir-8466	22	22	the	the	DET
spir-8466	22	23	most	most	ADV
spir-8466	22	24	retweeted	retweete	VERB
spir-8466	22	25	tweets	tweet	NOUN
spir-8466	22	26	were	be	AUX
spir-8466	22	27	humorous	humorous	ADJ
spir-8466	22	28	–	–	PUNCT
spir-8466	22	29	even	even	ADV
spir-8466	22	30	if	if	SCONJ
spir-8466	22	31	the	the	DET
spir-8466	22	32	accounts	account	NOUN
spir-8466	22	33	that	that	PRON
spir-8466	22	34	sent	send	VERB
spir-8466	22	35	them	they	PRON
spir-8466	22	36	were	be	AUX
spir-8466	22	37	not	not	PART
spir-8466	22	38	.	.	PUNCT
spir-8466	23	1	to	to	PART
spir-8466	23	2	investigate	investigate	VERB
spir-8466	23	3	the	the	DET
spir-8466	23	4	use	use	NOUN
spir-8466	23	5	of	of	ADP
spir-8466	23	6	humor	humor	NOUN
spir-8466	23	7	by	by	ADP
spir-8466	23	8	accounts	account	NOUN
spir-8466	23	9	that	that	PRON
spir-8466	23	10	are	be	AUX
spir-8466	23	11	not	not	PART
spir-8466	23	12	strictly	strictly	ADV
spir-8466	23	13	comedic	comedic	ADJ
spir-8466	23	14	,	,	PUNCT
spir-8466	23	15	we	we	PRON
spir-8466	23	16	then	then	ADV
spir-8466	23	17	conducted	conduct	VERB
spir-8466	23	18	a	a	DET
spir-8466	23	19	content	content	NOUN
spir-8466	23	20	analysis	analysis	NOUN
spir-8466	23	21	of	of	ADP
spir-8466	23	22	data	datum	NOUN
spir-8466	23	23	at	at	ADP
spir-8466	23	24	the	the	DET
spir-8466	23	25	tweet	tweet	NOUN
spir-8466	23	26	level	level	NOUN
spir-8466	23	27	,	,	PUNCT
spir-8466	23	28	which	which	PRON
spir-8466	23	29	comprised	comprise	VERB
spir-8466	23	30	the	the	DET
spir-8466	23	31	contributions	contribution	NOUN
spir-8466	23	32	of	of	ADP
spir-8466	23	33	this	this	DET
spir-8466	23	34	paper	paper	NOUN
spir-8466	23	35	.	.	PUNCT
spir-8466	24	1	other	other	ADJ
spir-8466	24	2	scholars	scholar	NOUN
spir-8466	24	3	have	have	AUX
spir-8466	24	4	done	do	VERB
spir-8466	24	5	this	this	PRON
spir-8466	24	6	at	at	ADP
spir-8466	24	7	a	a	DET
spir-8466	24	8	large	large	ADJ
spir-8466	24	9	scale	scale	NOUN
spir-8466	24	10	(	(	PUNCT
spir-8466	24	11	e.g.	e.g.	ADV
spir-8466	24	12	,	,	PUNCT
spir-8466	24	13	suh	suh	PROPN
spir-8466	24	14	et	et	PROPN
spir-8466	24	15	al	al	PROPN
spir-8466	24	16	.	.	PROPN
spir-8466	24	17	2010	2010	NUM
spir-8466	24	18	)	)	PUNCT
spir-8466	24	19	,	,	PUNCT
spir-8466	24	20	but	but	CCONJ
spir-8466	24	21	these	these	DET
spir-8466	24	22	papers	paper	NOUN
spir-8466	24	23	that	that	PRON
spir-8466	24	24	study	study	VERB
spir-8466	24	25	the	the	DET
spir-8466	24	26	aggregate	aggregate	ADJ
spir-8466	24	27	dynamics	dynamic	NOUN
spir-8466	24	28	of	of	ADP
spir-8466	24	29	millions	million	NOUN
spir-8466	24	30	of	of	ADP
spir-8466	24	31	tweets	tweet	NOUN
spir-8466	24	32	are	be	AUX
spir-8466	24	33	not	not	PART
spir-8466	24	34	particularly	particularly	ADV
spir-8466	24	35	useful	useful	ADJ
spir-8466	24	36	for	for	ADP
spir-8466	24	37	studying	study	VERB
spir-8466	24	38	communicative	communicative	ADJ
spir-8466	24	39	acts	act	NOUN
spir-8466	24	40	.	.	PUNCT
spir-8466	25	1	we	we	PRON
spir-8466	25	2	look	look	VERB
spir-8466	25	3	at	at	ADP
spir-8466	25	4	tweets	tweet	NOUN
spir-8466	25	5	to	to	PART
spir-8466	25	6	see	see	VERB
spir-8466	25	7	how	how	SCONJ
spir-8466	25	8	user	user	NOUN
spir-8466	25	9	networks	network	NOUN
spir-8466	25	10	and	and	CCONJ
spir-8466	25	11	comedy	comedy	NOUN
spir-8466	25	12	valence	valence	NOUN
spir-8466	25	13	impact	impact	NOUN
spir-8466	25	14	the	the	DET
spir-8466	25	15	circulation	circulation	NOUN
spir-8466	25	16	and	and	CCONJ
spir-8466	25	17	visibility	visibility	NOUN
spir-8466	25	18	of	of	ADP
spir-8466	25	19	this	this	DET
spir-8466	25	20	content	content	NOUN
spir-8466	25	21	during	during	ADP
spir-8466	25	22	the	the	DET
spir-8466	25	23	debates	debate	NOUN
spir-8466	25	24	.	.	PUNCT
spir-8466	26	1	using	use	VERB
spir-8466	26	2	a	a	DET
spir-8466	26	3	representative	representative	ADJ
spir-8466	26	4	sample	sample	NOUN
spir-8466	26	5	of	of	ADP
spir-8466	26	6	1503	1503	NUM
spir-8466	26	7	tweets	tweet	NOUN
spir-8466	26	8	,	,	PUNCT
spir-8466	26	9	we	we	PRON
spir-8466	26	10	coded	code	VERB
spir-8466	26	11	for	for	ADP
spir-8466	26	12	humor	humor	NOUN
spir-8466	26	13	and	and	CCONJ
spir-8466	26	14	then	then	ADV
spir-8466	26	15	combine	combine	VERB
spir-8466	26	16	this	this	PRON
spir-8466	26	17	with	with	ADP
spir-8466	26	18	other	other	ADJ
spir-8466	26	19	metadata	metadata	NOUN
spir-8466	26	20	to	to	PART
spir-8466	26	21	highlight	highlight	VERB
spir-8466	26	22	statistical	statistical	ADJ
spir-8466	26	23	trends	trend	NOUN
spir-8466	26	24	in	in	ADP
spir-8466	26	25	the	the	DET
spir-8466	26	26	ability	ability	NOUN
spir-8466	26	27	to	to	PART
spir-8466	26	28	predict	predict	VERB
spir-8466	26	29	retweet	retweet	NOUN
spir-8466	26	30	count	count	NOUN
spir-8466	26	31	.	.	PUNCT
spir-8466	27	1	in	in	ADP
spir-8466	27	2	our	our	PRON
spir-8466	27	3	initial	initial	NOUN
spir-8466	27	4	,	,	PUNCT
spir-8466	27	5	when	when	SCONJ
spir-8466	27	6	predicting	predict	VERB
spir-8466	27	7	retweet	retweet	NOUN
spir-8466	27	8	count	count	NOUN
spir-8466	27	9	,	,	PUNCT
spir-8466	27	10	follower	follower	NOUN
spir-8466	27	11	count	count	NOUN
spir-8466	27	12	accounted	account	VERB
spir-8466	27	13	for	for	ADP
spir-8466	27	14	most	most	ADJ
spir-8466	27	15	of	of	ADP
spir-8466	27	16	the	the	DET
spir-8466	27	17	variance	variance	NOUN
spir-8466	27	18	in	in	ADP
spir-8466	27	19	the	the	DET
spir-8466	27	20	model	model	NOUN
spir-8466	27	21	,	,	PUNCT
spir-8466	27	22	and	and	CCONJ
spir-8466	27	23	humor	humor	NOUN
spir-8466	27	24	was	be	AUX
spir-8466	27	25	also	also	ADV
spir-8466	27	26	a	a	DET
spir-8466	27	27	significant	significant	ADJ
spir-8466	27	28	predictor	predictor	NOUN
spir-8466	27	29	.	.	PUNCT
spir-8466	28	1	further	far	ADV
spir-8466	28	2	,	,	PUNCT
spir-8466	28	3	machine	machine	NOUN
spir-8466	28	4	learning	learning	NOUN
spir-8466	28	5	models	model	NOUN
spir-8466	28	6	showed	show	VERB
spir-8466	28	7	a	a	DET
spir-8466	28	8	high	high	ADJ
spir-8466	28	9	information	information	NOUN
spir-8466	28	10	criterion	criterion	NOUN
spir-8466	28	11	for	for	ADP
spir-8466	28	12	both	both	PRON
spir-8466	28	13	of	of	ADP
spir-8466	28	14	these	these	DET
spir-8466	28	15	variables	variable	NOUN
spir-8466	28	16	.	.	PUNCT
spir-8466	29	1	we	we	PRON
spir-8466	29	2	show	show	VERB
spir-8466	29	3	that	that	SCONJ
spir-8466	29	4	humor	humor	NOUN
spir-8466	29	5	constitutes	constitute	VERB
spir-8466	29	6	a	a	DET
spir-8466	29	7	large	large	ADJ
spir-8466	29	8	and	and	CCONJ
spir-8466	29	9	important	important	ADJ
spir-8466	29	10	part	part	NOUN
spir-8466	29	11	of	of	ADP
spir-8466	29	12	debate	debate	NOUN
spir-8466	29	13	-	-	PUNCT
spir-8466	29	14	related	relate	VERB
spir-8466	29	15	twitter	twitter	NOUN
spir-8466	29	16	traffic	traffic	NOUN
spir-8466	29	17	and	and	CCONJ
spir-8466	29	18	discuss	discuss	VERB
spir-8466	29	19	the	the	DET
spir-8466	29	20	implications	implication	NOUN
spir-8466	29	21	for	for	ADP
spir-8466	29	22	interpreting	interpret	VERB
spir-8466	29	23	these	these	DET
spir-8466	29	24	tweet	tweet	NOUN
spir-8466	29	25	in	in	ADP
spir-8466	29	26	aggregate	aggregate	NOUN
spir-8466	29	27	.	.	PUNCT
spir-8466	30	1	introducing	introduce	VERB
spir-8466	30	2	humor	humor	NOUN
spir-8466	30	3	as	as	ADP
spir-8466	30	4	a	a	DET
spir-8466	30	5	variable	variable	NOUN
spir-8466	30	6	into	into	ADP
spir-8466	30	7	aggregate	aggregate	ADJ
spir-8466	30	8	analyses	analysis	NOUN
spir-8466	30	9	of	of	ADP
spir-8466	30	10	participatory	participatory	ADJ
spir-8466	30	11	events	event	NOUN
spir-8466	30	12	online	online	ADV
spir-8466	30	13	allows	allow	VERB
spir-8466	30	14	us	we	PRON
spir-8466	30	15	to	to	PART
spir-8466	30	16	make	make	VERB
spir-8466	30	17	a	a	DET
spir-8466	30	18	stronger	strong	ADJ
spir-8466	30	19	theoretical	theoretical	ADJ
spir-8466	30	20	claim	claim	NOUN
spir-8466	30	21	about	about	ADP
spir-8466	30	22	the	the	DET
spir-8466	30	23	mixed	mixed	ADJ
spir-8466	30	24	and	and	CCONJ
spir-8466	30	25	complicated	complicated	ADJ
spir-8466	30	26	nature	nature	NOUN
spir-8466	30	27	of	of	ADP
spir-8466	30	28	political	political	ADJ
spir-8466	30	29	and	and	CCONJ
spir-8466	30	30	social	social	ADJ
spir-8466	30	31	communication	communication	NOUN
spir-8466	30	32	on	on	ADP
spir-8466	30	33	twitter	twitter	NOUN
spir-8466	30	34	during	during	ADP
spir-8466	30	35	the	the	DET
spir-8466	30	36	2012	2012	NUM
spir-8466	30	37	election	election	NOUN
spir-8466	30	38	season	season	NOUN
spir-8466	30	39	(	(	PUNCT
spir-8466	30	40	and	and	CCONJ
spir-8466	30	41	,	,	PUNCT
spir-8466	30	42	importantly	importantly	ADV
spir-8466	30	43	,	,	PUNCT
spir-8466	30	44	future	future	ADJ
spir-8466	30	45	political	political	ADJ
spir-8466	30	46	events	event	NOUN
spir-8466	30	47	)	)	PUNCT
spir-8466	30	48	.	.	PUNCT
spir-8466	31	1	the	the	DET
spir-8466	31	2	initial	initial	ADJ
spir-8466	31	3	findings	finding	NOUN
spir-8466	31	4	underscore	underscore	VERB
spir-8466	31	5	an	an	DET
spir-8466	31	6	urgency	urgency	NOUN
spir-8466	31	7	for	for	ADP
spir-8466	31	8	considering	consider	VERB
spir-8466	31	9	humor	humor	NOUN
spir-8466	31	10	and	and	CCONJ
spir-8466	31	11	other	other	ADJ
spir-8466	31	12	contextual	contextual	ADJ
spir-8466	31	13	aspects	aspect	NOUN
spir-8466	31	14	of	of	ADP
spir-8466	31	15	communication	communication	NOUN
spir-8466	31	16	in	in	ADP
spir-8466	31	17	studies	study	NOUN
spir-8466	31	18	of	of	ADP
spir-8466	31	19	participatory	participatory	ADJ
spir-8466	31	20	politics	politic	NOUN
spir-8466	31	21	on	on	ADP
spir-8466	31	22	social	social	ADJ
spir-8466	31	23	media	medium	NOUN
spir-8466	31	24	.	.	PUNCT
spir-8466	32	1	our	our	PRON
spir-8466	32	2	paper	paper	NOUN
spir-8466	32	3	in	in	ADP
spir-8466	32	4	particular	particular	ADJ
spir-8466	32	5	explores	explore	NOUN
spir-8466	32	6	the	the	DET
spir-8466	32	7	realm	realm	NOUN
spir-8466	32	8	beyond	beyond	ADP
spir-8466	32	9	"	"	PUNCT
spir-8466	32	10	the	the	DET
spir-8466	32	11	popular	popular	ADJ
spir-8466	32	12	"	"	PUNCT
spir-8466	32	13	:	:	PUNCT
spir-8466	32	14	while	while	SCONJ
spir-8466	32	15	many	many	ADJ
spir-8466	32	16	have	have	AUX
spir-8466	32	17	focused	focus	VERB
spir-8466	32	18	and	and	CCONJ
spir-8466	32	19	will	will	AUX
spir-8466	32	20	focus	focus	VERB
spir-8466	32	21	on	on	ADP
spir-8466	32	22	bursts	burst	NOUN
spir-8466	32	23	(	(	PUNCT
spir-8466	32	24	lin	lin	PROPN
spir-8466	32	25	et	et	PROPN
spir-8466	32	26	al	al	PROPN
spir-8466	32	27	.	.	PROPN
spir-8466	32	28	2015	2015	NUM
spir-8466	32	29	)	)	PUNCT
spir-8466	32	30	like	like	ADP
spir-8466	32	31	big	big	ADJ
spir-8466	32	32	bird	bird	NOUN
spir-8466	32	33	or	or	CCONJ
spir-8466	32	34	"	"	PUNCT
spir-8466	32	35	binders	binder	NOUN
spir-8466	32	36	full	full	ADJ
spir-8466	32	37	of	of	ADP
spir-8466	32	38	women	woman	NOUN
spir-8466	32	39	"	"	PUNCT
spir-8466	32	40	(	(	PUNCT
spir-8466	32	41	freelon	freelon	PROPN
spir-8466	32	42	&	&	CCONJ
spir-8466	32	43	karpf	karpf	PROPN
spir-8466	32	44	2015	2015	NUM
spir-8466	32	45	)	)	PUNCT
spir-8466	32	46	,	,	PUNCT
spir-8466	32	47	our	our	PRON
spir-8466	32	48	analysis	analysis	NOUN
spir-8466	32	49	shows	show	VERB
spir-8466	32	50	the	the	DET
spir-8466	32	51	widespread	widespread	ADJ
spir-8466	32	52	spectrum	spectrum	NOUN
spir-8466	32	53	of	of	ADP
spir-8466	32	54	trends	trend	NOUN
spir-8466	32	55	in	in	ADP
spir-8466	32	56	social	social	ADJ
spir-8466	32	57	media	medium	NOUN
spir-8466	32	58	chatter	chatter	NOUN
spir-8466	32	59	at	at	ADP
spir-8466	32	60	all	all	DET
spir-8466	32	61	levels	level	NOUN
spir-8466	32	62	of	of	ADP
spir-8466	32	63	communication	communication	NOUN
spir-8466	32	64	.	.	PUNCT
spir-8466	33	1	references	reference	NOUN
spir-8466	33	2	bruns	brun	NOUN
spir-8466	33	3	,	,	PUNCT
spir-8466	33	4	a.	a.	NOUN
spir-8466	33	5	,	,	PUNCT
spir-8466	33	6	&	&	CCONJ
spir-8466	33	7	burgess	burgess	PROPN
spir-8466	33	8	,	,	PUNCT
spir-8466	33	9	j.	j.	PROPN
spir-8466	33	10	e.	e.	PROPN
spir-8466	33	11	(	(	PUNCT
spir-8466	33	12	2011	2011	NUM
spir-8466	33	13	)	)	PUNCT
spir-8466	33	14	.	.	PUNCT
spir-8466	34	1	new	new	ADJ
spir-8466	34	2	methodologies	methodology	NOUN
spir-8466	34	3	for	for	ADP
spir-8466	34	4	researching	research	VERB
spir-8466	34	5	news	news	NOUN
spir-8466	34	6	discussion	discussion	NOUN
spir-8466	34	7	on	on	ADP
spir-8466	34	8	twitter	twitter	NOUN
spir-8466	34	9	.	.	PUNCT
spir-8466	35	1	the	the	DET
spir-8466	35	2	future	future	NOUN
spir-8466	35	3	of	of	ADP
spir-8466	35	4	journalism	journalism	NOUN
spir-8466	35	5	2011	2011	NUM
spir-8466	35	6	,	,	PUNCT
spir-8466	35	7	8	8	NUM
spir-8466	35	8	9	9	NUM
spir-8466	35	9	september	september	PROPN
spir-8466	35	10	2011	2011	NUM
spir-8466	35	11	,	,	PUNCT
spir-8466	35	12	cardiff	cardiff	NOUN
spir-8466	35	13	university	university	NOUN
spir-8466	35	14	,	,	PUNCT
spir-8466	35	15	cardiff	cardiff	NOUN
spir-8466	35	16	,	,	PUNCT
spir-8466	35	17	uk	uk	PROPN
spir-8466	35	18	.	.	PROPN
spir-8466	35	19	freelon	freelon	PROPN
spir-8466	35	20	,	,	PUNCT
spir-8466	35	21	d.	d.	PROPN
spir-8466	35	22	,	,	PUNCT
spir-8466	35	23	&	&	CCONJ
spir-8466	35	24	karpf	karpf	PROPN
spir-8466	35	25	,	,	PUNCT
spir-8466	35	26	d.	d.	PROPN
spir-8466	35	27	(	(	PUNCT
spir-8466	35	28	2015	2015	NUM
spir-8466	35	29	)	)	PUNCT
spir-8466	35	30	.	.	PUNCT
spir-8466	36	1	of	of	ADP
spir-8466	36	2	big	big	ADJ
spir-8466	36	3	birds	bird	NOUN
spir-8466	36	4	and	and	CCONJ
spir-8466	36	5	bayonets	bayonet	NOUN
spir-8466	36	6	:	:	PUNCT
spir-8466	36	7	hybrid	hybrid	ADJ
spir-8466	36	8	twitter	twitter	NOUN
spir-8466	36	9	interactivity	interactivity	NOUN
spir-8466	36	10	in	in	ADP
spir-8466	36	11	the	the	DET
spir-8466	36	12	2012	2012	NUM
spir-8466	36	13	presidential	presidential	ADJ
spir-8466	36	14	debates	debate	NOUN
spir-8466	36	15	.	.	PUNCT
spir-8466	37	1	information	information	NOUN
spir-8466	37	2	,	,	PUNCT
spir-8466	37	3	communication	communication	NOUN
spir-8466	37	4	&	&	CCONJ
spir-8466	37	5	society	society	NOUN
spir-8466	37	6	,	,	PUNCT
spir-8466	37	7	18(4	18(4	NUM
spir-8466	37	8	)	)	PUNCT
spir-8466	37	9	,	,	PUNCT
spir-8466	37	10	390	390	NUM
spir-8466	37	11	-	-	SYM
spir-8466	37	12	406	406	NUM
spir-8466	37	13	.	.	PUNCT
spir-8466	38	1	gayo	gayo	PROPN
spir-8466	38	2	-	-	PUNCT
spir-8466	38	3	avello	avello	PROPN
spir-8466	38	4	,	,	PUNCT
spir-8466	38	5	d.	d.	PROPN
spir-8466	38	6	(	(	PUNCT
spir-8466	38	7	2011	2011	NUM
spir-8466	38	8	)	)	PUNCT
spir-8466	38	9	.	.	PUNCT
spir-8466	39	1	do	do	AUX
spir-8466	39	2	n't	not	PART
spir-8466	39	3	turn	turn	VERB
spir-8466	39	4	social	social	ADJ
spir-8466	39	5	media	medium	NOUN
spir-8466	39	6	into	into	ADP
spir-8466	39	7	another	another	DET
spir-8466	39	8	'	'	PUNCT
spir-8466	39	9	literary	literary	ADJ
spir-8466	39	10	digest	digest	NOUN
spir-8466	39	11	'	'	PUNCT
spir-8466	39	12	poll	poll	NOUN
spir-8466	39	13	.	.	PUNCT
spir-8466	40	1	communications	communication	NOUN
spir-8466	40	2	of	of	ADP
spir-8466	40	3	the	the	DET
spir-8466	40	4	acm	acm	NOUN
spir-8466	40	5	,	,	PUNCT
spir-8466	40	6	54(10	54(10	PROPN
spir-8466	40	7	)	)	PUNCT
spir-8466	40	8	,	,	PUNCT
spir-8466	40	9	121	121	NUM
spir-8466	40	10	-	-	SYM
spir-8466	40	11	128	128	NUM
spir-8466	40	12	.	.	PUNCT
spir-8466	41	1	lin	lin	PROPN
spir-8466	41	2	,	,	PUNCT
spir-8466	41	3	y.	y.	PROPN
spir-8466	41	4	,	,	PUNCT
spir-8466	41	5	keegan	keegan	PROPN
spir-8466	41	6	,	,	PUNCT
spir-8466	41	7	b.	b.	PROPN
spir-8466	41	8	,	,	PUNCT
spir-8466	41	9	margolin	margolin	PROPN
spir-8466	41	10	,	,	PUNCT
spir-8466	41	11	d.	d.	PROPN
spir-8466	41	12	,	,	PUNCT
spir-8466	41	13	&	&	CCONJ
spir-8466	41	14	lazer	lazer	PROPN
spir-8466	41	15	,	,	PUNCT
spir-8466	41	16	d.	d.	PROPN
spir-8466	41	17	(	(	PUNCT
spir-8466	41	18	2014	2014	NUM
spir-8466	41	19	)	)	PUNCT
spir-8466	41	20	.	.	PUNCT
spir-8466	42	1	rising	rise	VERB
spir-8466	42	2	tides	tide	NOUN
spir-8466	42	3	of	of	ADP
spir-8466	42	4	rising	rise	VERB
spir-8466	42	5	stars	star	NOUN
spir-8466	42	6	?	?	PUNCT
spir-8466	42	7	:	:	PUNCT
spir-8466	43	1	dynamics	dynamic	NOUN
spir-8466	43	2	of	of	ADP
spir-8466	43	3	shared	share	VERB
spir-8466	43	4	attention	attention	NOUN
spir-8466	43	5	on	on	ADP
spir-8466	43	6	twitter	twitter	NOUN
spir-8466	43	7	during	during	ADP
spir-8466	43	8	media	medium	NOUN
spir-8466	43	9	events	event	NOUN
spir-8466	43	10	.	.	PUNCT
spir-8466	44	1	plos	plos	PROPN
spir-8466	44	2	one	one	NUM
spir-8466	44	3	,	,	PUNCT
spir-8466	44	4	9	9	NUM
spir-8466	44	5	(	(	PUNCT
spir-8466	44	6	5	5	NUM
spir-8466	44	7	)	)	PUNCT
spir-8466	44	8	.	.	PUNCT
spir-8466	45	1	retrieved	retrieve	VERB
spir-8466	45	2	from	from	ADP
spir-8466	45	3	http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0094093	http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0094093	PROPN
spir-8466	45	4	mcpherson	mcpherson	PROPN
spir-8466	45	5	,	,	PUNCT
spir-8466	45	6	k.	k.	PROPN
spir-8466	45	7	,	,	PUNCT
spir-8466	45	8	huotari	huotari	PROPN
spir-8466	45	9	,	,	PUNCT
spir-8466	45	10	k.	k.	PROPN
spir-8466	45	11	,	,	PUNCT
spir-8466	45	12	cheng	cheng	PROPN
spir-8466	45	13	,	,	PUNCT
spir-8466	45	14	f.	f.	PROPN
spir-8466	45	15	,	,	PUNCT
spir-8466	45	16	humphrey	humphrey	PROPN
spir-8466	45	17	,	,	PUNCT
spir-8466	45	18	d.	d.	PROPN
spir-8466	45	19	,	,	PUNCT
spir-8466	45	20	cheshire	cheshire	PROPN
spir-8466	45	21	,	,	PUNCT
spir-8466	45	22	c.	c.	PROPN
spir-8466	45	23	,	,	PUNCT
spir-8466	45	24	&	&	CCONJ
spir-8466	45	25	brooks	brooks	PROPN
spir-8466	45	26	,	,	PUNCT
spir-8466	45	27	a.	a.	PROPN
spir-8466	45	28	l.	l.	PROPN
spir-8466	45	29	(	(	PUNCT
spir-8466	45	30	2012	2012	NUM
spir-8466	45	31	,	,	PUNCT
spir-8466	45	32	february	february	PROPN
spir-8466	45	33	)	)	PUNCT
spir-8466	45	34	.	.	PUNCT
spir-8466	46	1	glitter	glitter	NOUN
spir-8466	46	2	:	:	PUNCT
spir-8466	46	3	a	a	DET
spir-8466	46	4	mixed	mix	VERB
spir-8466	46	5	-	-	PUNCT
spir-8466	46	6	methods	method	NOUN
spir-8466	46	7	study	study	NOUN
spir-8466	46	8	of	of	ADP
spir-8466	46	9	twitter	twitter	NOUN
spir-8466	46	10	use	use	NOUN
spir-8466	46	11	during	during	ADP
spir-8466	46	12	glee	glee	NOUN
spir-8466	46	13	broadcasts	broadcast	NOUN
spir-8466	46	14	.	.	PUNCT
spir-8466	47	1	in	in	ADP
spir-8466	47	2	proceedings	proceeding	NOUN
spir-8466	47	3	of	of	ADP
spir-8466	47	4	the	the	DET
spir-8466	47	5	acm	acm	PROPN
spir-8466	47	6	2012	2012	NUM
spir-8466	47	7	conference	conference	NOUN
spir-8466	47	8	on	on	ADP
spir-8466	47	9	computer	computer	NOUN
spir-8466	47	10	supported	support	VERB
spir-8466	47	11	cooperative	cooperative	ADJ
spir-8466	47	12	work	work	NOUN
spir-8466	47	13	companion	companion	NOUN
spir-8466	47	14	,	,	PUNCT
spir-8466	47	15	167	167	NUM
spir-8466	47	16	-	-	SYM
spir-8466	47	17	170	170	NUM
spir-8466	47	18	.	.	PUNCT
spir-8466	48	1	mejova	mejova	PROPN
spir-8466	48	2	,	,	PUNCT
spir-8466	48	3	y.	y.	PROPN
spir-8466	48	4	,	,	PUNCT
spir-8466	48	5	srinivasan	srinivasan	NOUN
spir-8466	48	6	,	,	PUNCT
spir-8466	48	7	p.	p.	PROPN
spir-8466	48	8	,	,	PUNCT
spir-8466	48	9	&	&	CCONJ
spir-8466	48	10	boynton	boynton	PROPN
spir-8466	48	11	,	,	PUNCT
spir-8466	48	12	b.	b.	PROPN
spir-8466	48	13	(	(	PUNCT
spir-8466	48	14	2013	2013	NUM
spir-8466	48	15	,	,	PUNCT
spir-8466	48	16	february	february	PROPN
spir-8466	48	17	)	)	PUNCT
spir-8466	48	18	.	.	PUNCT
spir-8466	49	1	gop	gop	PROPN
spir-8466	49	2	primary	primary	ADJ
spir-8466	49	3	season	season	NOUN
spir-8466	49	4	on	on	ADP
spir-8466	49	5	twitter	twitter	NOUN
spir-8466	49	6	:	:	PUNCT
spir-8466	49	7	popular	popular	ADJ
spir-8466	49	8	political	political	ADJ
spir-8466	49	9	sentiment	sentiment	NOUN
spir-8466	49	10	in	in	ADP
spir-8466	49	11	social	social	ADJ
spir-8466	49	12	media	medium	NOUN
spir-8466	49	13	.	.	PUNCT
spir-8466	50	1	in	in	ADP
spir-8466	50	2	proceedings	proceeding	NOUN
spir-8466	50	3	of	of	ADP
spir-8466	50	4	the	the	DET
spir-8466	50	5	sixth	sixth	ADJ
spir-8466	50	6	acm	acm	NOUN
spir-8466	50	7	international	international	ADJ
spir-8466	50	8	conference	conference	NOUN
spir-8466	50	9	on	on	ADP
spir-8466	50	10	web	web	NOUN
spir-8466	50	11	search	search	NOUN
spir-8466	50	12	and	and	CCONJ
spir-8466	50	13	data	datum	NOUN
spir-8466	50	14	mining	mining	NOUN
spir-8466	50	15	,	,	PUNCT
spir-8466	50	16	517	517	NUM
spir-8466	50	17	-	-	SYM
spir-8466	50	18	526	526	NUM
spir-8466	50	19	.	.	PUNCT
spir-8466	51	1	metaxas	metaxas	PROPN
spir-8466	51	2	,	,	PUNCT
spir-8466	51	3	p.	p.	PROPN
spir-8466	51	4	t.	t.	PROPN
spir-8466	51	5	,	,	PUNCT
spir-8466	51	6	mustafaraj	mustafaraj	VERB
spir-8466	51	7	,	,	PUNCT
spir-8466	51	8	e.	e.	PROPN
spir-8466	51	9	,	,	PUNCT
spir-8466	51	10	&	&	CCONJ
spir-8466	51	11	gayo	gayo	PROPN
spir-8466	51	12	-	-	PUNCT
spir-8466	51	13	avello	avello	PROPN
spir-8466	51	14	,	,	PUNCT
spir-8466	51	15	d.	d.	PROPN
spir-8466	51	16	(	(	PUNCT
spir-8466	51	17	2011	2011	NUM
spir-8466	51	18	,	,	PUNCT
spir-8466	51	19	october	october	PROPN
spir-8466	51	20	)	)	PUNCT
spir-8466	51	21	.	.	PUNCT
spir-8466	52	1	how	how	SCONJ
spir-8466	52	2	(	(	PUNCT
spir-8466	52	3	not	not	PART
spir-8466	52	4	)	)	PUNCT
spir-8466	52	5	to	to	PART
spir-8466	52	6	predict	predict	VERB
spir-8466	52	7	elections	election	NOUN
spir-8466	52	8	.	.	PUNCT
spir-8466	53	1	in	in	ADP
spir-8466	53	2	privacy	privacy	NOUN
spir-8466	53	3	,	,	PUNCT
spir-8466	53	4	security	security	NOUN
spir-8466	53	5	,	,	PUNCT
spir-8466	53	6	risk	risk	NOUN
spir-8466	53	7	and	and	CCONJ
spir-8466	53	8	trust	trust	NOUN
spir-8466	53	9	,	,	PUNCT
spir-8466	53	10	ieee	ieee	PROPN
spir-8466	53	11	third	third	ADJ
spir-8466	53	12	international	international	ADJ
spir-8466	53	13	conference	conference	NOUN
spir-8466	53	14	on	on	ADP
spir-8466	53	15	social	social	ADJ
spir-8466	53	16	computing	computing	NOUN
spir-8466	53	17	,	,	PUNCT
spir-8466	53	18	165	165	NUM
spir-8466	53	19	-	-	SYM
spir-8466	53	20	171	171	NUM
spir-8466	53	21	.	.	PUNCT
spir-8466	54	1	schirra	schirra	NOUN
spir-8466	54	2	,	,	PUNCT
spir-8466	54	3	s.	s.	PROPN
spir-8466	54	4	,	,	PUNCT
spir-8466	54	5	sun	sun	PROPN
spir-8466	54	6	,	,	PUNCT
spir-8466	54	7	h.	h.	PROPN
spir-8466	54	8	,	,	PUNCT
spir-8466	54	9	&	&	CCONJ
spir-8466	54	10	bentley	bentley	PROPN
spir-8466	54	11	,	,	PUNCT
spir-8466	54	12	f.	f.	PROPN
spir-8466	54	13	(	(	PUNCT
spir-8466	54	14	2014	2014	NUM
spir-8466	54	15	)	)	PUNCT
spir-8466	54	16	.	.	PUNCT
spir-8466	55	1	together	together	ADV
spir-8466	55	2	alone	alone	ADV
spir-8466	55	3	:	:	PUNCT
spir-8466	55	4	motivations	motivation	NOUN
spir-8466	55	5	for	for	ADP
spir-8466	55	6	live	live	ADV
spir-8466	55	7	-	-	PUNCT
spir-8466	55	8	tweeting	tweet	VERB
spir-8466	55	9	a	a	DET
spir-8466	55	10	television	television	NOUN
spir-8466	55	11	series	series	NOUN
spir-8466	55	12	.	.	PUNCT
spir-8466	56	1	in	in	ADP
spir-8466	56	2	proceedings	proceeding	NOUN
spir-8466	56	3	of	of	ADP
spir-8466	56	4	the	the	DET
spir-8466	56	5	acm	acm	PROPN
spir-8466	56	6	2014	2014	NUM
spir-8466	56	7	conference	conference	NOUN
spir-8466	56	8	on	on	ADP
spir-8466	56	9	human	human	ADJ
spir-8466	56	10	factors	factor	NOUN
spir-8466	56	11	in	in	ADP
spir-8466	56	12	computing	computing	NOUN
spir-8466	56	13	systems	system	NOUN
spir-8466	56	14	,	,	PUNCT
spir-8466	56	15	chi	chi	PROPN
spir-8466	56	16	'	'	NUM
spir-8466	56	17	14	14	NUM
spir-8466	56	18	.	.	PUNCT
spir-8466	57	1	shamma	shamma	PROPN
spir-8466	57	2	,	,	PUNCT
spir-8466	57	3	d.	d.	PROPN
spir-8466	57	4	a.	a.	PROPN
spir-8466	57	5	,	,	PUNCT
spir-8466	57	6	kennedy	kennedy	PROPN
spir-8466	57	7	,	,	PUNCT
spir-8466	57	8	l.	l.	PROPN
spir-8466	57	9	,	,	PUNCT
spir-8466	57	10	&	&	CCONJ
spir-8466	57	11	churchill	churchill	PROPN
spir-8466	57	12	,	,	PUNCT
spir-8466	57	13	e.	e.	PROPN
spir-8466	57	14	f.	f.	PROPN
spir-8466	57	15	(	(	PUNCT
spir-8466	57	16	2010	2010	NUM
spir-8466	57	17	)	)	PUNCT
spir-8466	57	18	.	.	PUNCT
spir-8466	58	1	conversational	conversational	ADJ
spir-8466	58	2	shadows	shadow	NOUN
spir-8466	58	3	:	:	PUNCT
spir-8466	58	4	describing	describe	VERB
spir-8466	58	5	live	live	ADJ
spir-8466	58	6	media	medium	NOUN
spir-8466	58	7	events	event	NOUN
spir-8466	58	8	using	use	VERB
spir-8466	58	9	short	short	ADJ
spir-8466	58	10	messages	message	NOUN
spir-8466	58	11	.	.	PUNCT
spir-8466	59	1	in	in	ADP
spir-8466	59	2	proceedings	proceeding	NOUN
spir-8466	59	3	of	of	ADP
spir-8466	59	4	icwsm	icwsm	NOUN
spir-8466	59	5	,	,	PUNCT
spir-8466	59	6	331334	331334	NUM
spir-8466	59	7	.	.	PUNCT
spir-8466	60	1	sharp	sharp	ADJ
spir-8466	60	2	,	,	PUNCT
spir-8466	60	3	a.	a.	NOUN
spir-8466	60	4	(	(	PUNCT
spir-8466	60	5	2012	2012	NUM
spir-8466	60	6	,	,	PUNCT
spir-8466	60	7	october	october	PROPN
spir-8466	60	8	4	4	NUM
spir-8466	60	9	)	)	PUNCT
spir-8466	60	10	.	.	PUNCT
spir-8466	61	1	dispatch	dispatch	NOUN
spir-8466	61	2	from	from	ADP
spir-8466	61	3	the	the	DET
spir-8466	61	4	denver	denver	PROPN
spir-8466	61	5	debate	debate	NOUN
spir-8466	61	6	.	.	PUNCT
spir-8466	62	1	official	official	ADJ
spir-8466	62	2	twitter	twitter	PROPN
spir-8466	62	3	blog	blog	PROPN
spir-8466	62	4	.	.	PUNCT
spir-8466	63	1	accessed	access	VERB
spir-8466	63	2	on	on	ADP
spir-8466	63	3	february	february	PROPN
spir-8466	63	4	28	28	NUM
spir-8466	63	5	,	,	PUNCT
spir-8466	63	6	2013	2013	NUM
spir-8466	63	7	:	:	PUNCT
spir-8466	63	8	http://blog.twitter.com/2012/10/dispatch-from-denverdebate.html	http://blog.twitter.com/2012/10/dispatch-from-denverdebate.html	PROPN
spir-8466	63	9	sifry	sifry	PROPN
spir-8466	63	10	,	,	PUNCT
spir-8466	63	11	m.	m.	NOUN
spir-8466	63	12	(	(	PUNCT
spir-8466	63	13	2012	2012	NUM
spir-8466	63	14	,	,	PUNCT
spir-8466	63	15	january	january	PROPN
spir-8466	63	16	13	13	NUM
spir-8466	63	17	)	)	PUNCT
spir-8466	63	18	.	.	PUNCT
spir-8466	64	1	politico	politico	PROPN
spir-8466	64	2	-	-	PUNCT
spir-8466	64	3	facebook	facebook	NOUN
spir-8466	64	4	sentiment	sentiment	NOUN
spir-8466	64	5	analysis	analysis	NOUN
spir-8466	64	6	will	will	AUX
spir-8466	64	7	generate	generate	VERB
spir-8466	64	8	"	"	PUNCT
spir-8466	64	9	bogus	bogus	ADJ
spir-8466	64	10	"	"	PUNCT
spir-8466	64	11	results	result	NOUN
spir-8466	64	12	,	,	PUNCT
spir-8466	64	13	expert	expert	NOUN
spir-8466	64	14	says	say	VERB
spir-8466	64	15	.	.	PUNCT
spir-8466	65	1	tech	tech	NOUN
spir-8466	65	2	president	president	NOUN
spir-8466	65	3	.	.	PUNCT
spir-8466	66	1	retrieved	retrieve	VERB
spir-8466	66	2	from	from	ADP
spir-8466	66	3	:	:	PUNCT
spir-8466	66	4	http://techpresident.com/news/21618/politico-facebooksentiment-analysis-bogus	http://techpresident.com/news/21618/politico-facebooksentiment-analysis-bogus	PROPN
spir-8466	66	5	suh	suh	PROPN
spir-8466	66	6	,	,	PUNCT
spir-8466	66	7	b.	b.	PROPN
spir-8466	66	8	,	,	PUNCT
spir-8466	66	9	hong	hong	PROPN
spir-8466	66	10	,	,	PUNCT
spir-8466	66	11	l.	l.	PROPN
spir-8466	66	12	,	,	PUNCT
spir-8466	66	13	pirolli	pirolli	PROPN
spir-8466	66	14	,	,	PUNCT
spir-8466	66	15	p.	p.	PROPN
spir-8466	66	16	,	,	PUNCT
spir-8466	66	17	&	&	CCONJ
spir-8466	66	18	chi	chi	PROPN
spir-8466	66	19	,	,	PUNCT
spir-8466	66	20	e.	e.	PROPN
spir-8466	66	21	h.	h.	PROPN
spir-8466	66	22	(	(	PUNCT
spir-8466	66	23	2010	2010	NUM
spir-8466	66	24	)	)	PUNCT
spir-8466	66	25	.	.	PUNCT
spir-8466	67	1	want	want	VERB
spir-8466	67	2	to	to	PART
spir-8466	67	3	be	be	AUX
spir-8466	67	4	retweeted	retweete	VERB
spir-8466	67	5	?	?	PUNCT
spir-8466	68	1	large	large	ADJ
spir-8466	68	2	scale	scale	NOUN
spir-8466	68	3	analytics	analytic	NOUN
spir-8466	68	4	on	on	ADP
spir-8466	68	5	factors	factor	NOUN
spir-8466	68	6	impacting	impact	VERB
spir-8466	68	7	retweet	retweet	NOUN
spir-8466	68	8	in	in	ADP
spir-8466	68	9	twitter	twitter	NOUN
spir-8466	68	10	network	network	NOUN
spir-8466	68	11	.	.	PUNCT
spir-8466	69	1	in	in	ADP
spir-8466	69	2	proceedings	proceeding	NOUN
spir-8466	69	3	of	of	ADP
spir-8466	69	4	the	the	DET
spir-8466	69	5	2010	2010	NUM
spir-8466	69	6	ieee	ieee	NOUN
spir-8466	69	7	international	international	ADJ
spir-8466	69	8	conference	conference	NOUN
spir-8466	69	9	on	on	ADP
spir-8466	69	10	social	social	ADJ
spir-8466	69	11	computing	computing	NOUN
spir-8466	69	12	.	.	PUNCT