id	sid	tid	token	lemma	pos
spir-8841	1	1	selected	select	VERB
spir-8841	1	2	papers	paper	NOUN
spir-8841	1	3	of	of	ADP
spir-8841	1	4	internet	internet	NOUN
spir-8841	1	5	research	research	NOUN
spir-8841	1	6	14.0	14.0	NUM
spir-8841	1	7	,	,	PUNCT
spir-8841	1	8	2013	2013	NUM
spir-8841	1	9	:	:	PUNCT
spir-8841	1	10	denver	denver	PROPN
spir-8841	1	11	,	,	PUNCT
spir-8841	1	12	usa	usa	PROPN
spir-8841	1	13	1	1	NUM
spir-8841	1	14	second	second	ADJ
spir-8841	1	15	screen	screen	NOUN
spir-8841	1	16	and	and	CCONJ
spir-8841	1	17	political	political	ADJ
spir-8841	1	18	talk	talk	NOUN
spir-8841	1	19	-	-	PUNCT
spir-8841	1	20	shows	show	NOUN
spir-8841	1	21	:	:	PUNCT
spir-8841	1	22	measuring	measure	VERB
spir-8841	1	23	and	and	CCONJ
spir-8841	1	24	understanding	understand	VERB
spir-8841	1	25	the	the	DET
spir-8841	1	26	italian	italian	ADJ
spir-8841	1	27	participatory	participatory	ADJ
spir-8841	1	28	couch	couch	NOUN
spir-8841	1	29	potato	potato	NOUN
spir-8841	1	30	fabio	fabio	PROPN
spir-8841	1	31	giglietto	giglietto	PROPN
spir-8841	1	32	università	università	PROPN
spir-8841	1	33	di	di	PROPN
spir-8841	1	34	urbino	urbino	PROPN
spir-8841	1	35	carlo	carlo	PROPN
spir-8841	1	36	bo	bo	PROPN
spir-8841	1	37	italy	italy	PROPN
spir-8841	1	38	fabio.giglietto@uniurb.it	fabio.giglietto@uniurb.it	PROPN
spir-8841	1	39	abstract	abstract	ADJ
spir-8841	1	40	according	accord	VERB
spir-8841	1	41	to	to	ADP
spir-8841	1	42	several	several	ADJ
spir-8841	1	43	recent	recent	ADJ
spir-8841	1	44	reports	report	NOUN
spir-8841	1	45	,	,	PUNCT
spir-8841	1	46	the	the	DET
spir-8841	1	47	practice	practice	NOUN
spir-8841	1	48	of	of	ADP
spir-8841	1	49	using	use	VERB
spir-8841	1	50	a	a	DET
spir-8841	1	51	‘	'	PUNCT
spir-8841	1	52	second	second	ADJ
spir-8841	1	53	screen	screen	NOUN
spir-8841	1	54	’	'	PUNCT
spir-8841	1	55	while	while	SCONJ
spir-8841	1	56	following	follow	VERB
spir-8841	1	57	a	a	DET
spir-8841	1	58	television	television	NOUN
spir-8841	1	59	program	program	NOUN
spir-8841	1	60	is	be	AUX
spir-8841	1	61	quickly	quickly	ADV
spir-8841	1	62	becoming	become	VERB
spir-8841	1	63	a	a	DET
spir-8841	1	64	widespread	widespread	ADJ
spir-8841	1	65	phenomenon	phenomenon	NOUN
spir-8841	1	66	.	.	PUNCT
spir-8841	2	1	when	when	SCONJ
spir-8841	2	2	the	the	DET
spir-8841	2	3	secondary	secondary	ADJ
spir-8841	2	4	device	device	NOUN
spir-8841	2	5	is	be	AUX
spir-8841	2	6	used	use	VERB
spir-8841	2	7	to	to	PART
spir-8841	2	8	read	read	VERB
spir-8841	2	9	or	or	CCONJ
spir-8841	2	10	contribute	contribute	VERB
spir-8841	2	11	to	to	ADP
spir-8841	2	12	online	online	ADJ
spir-8841	2	13	comments	comment	NOUN
spir-8841	2	14	about	about	ADP
spir-8841	2	15	a	a	DET
spir-8841	2	16	watched	watch	VERB
spir-8841	2	17	program	program	NOUN
spir-8841	2	18	,	,	PUNCT
spir-8841	2	19	most	most	ADJ
spir-8841	2	20	of	of	ADP
spir-8841	2	21	the	the	DET
spir-8841	2	22	discussion	discussion	NOUN
spir-8841	2	23	takes	take	VERB
spir-8841	2	24	place	place	NOUN
spir-8841	2	25	on	on	ADP
spir-8841	2	26	popular	popular	ADJ
spir-8841	2	27	social	social	ADJ
spir-8841	2	28	media	medium	NOUN
spir-8841	2	29	such	such	ADJ
spir-8841	2	30	as	as	ADP
spir-8841	2	31	facebook	facebook	NOUN
spir-8841	2	32	and	and	CCONJ
spir-8841	2	33	twitter	twitter	NOUN
spir-8841	2	34	.	.	PUNCT
spir-8841	3	1	the	the	DET
spir-8841	3	2	paper	paper	NOUN
spir-8841	3	3	presents	present	VERB
spir-8841	3	4	what	what	PRON
spir-8841	3	5	is	be	AUX
spir-8841	3	6	,	,	PUNCT
spir-8841	3	7	to	to	ADP
spir-8841	3	8	our	our	PRON
spir-8841	3	9	knowledge	knowledge	NOUN
spir-8841	3	10	,	,	PUNCT
spir-8841	3	11	the	the	DET
spir-8841	3	12	first	first	ADJ
spir-8841	3	13	study	study	NOUN
spir-8841	3	14	on	on	ADP
spir-8841	3	15	a	a	DET
spir-8841	3	16	full	full	ADJ
spir-8841	3	17	season	season	NOUN
spir-8841	3	18	dataset	dataset	NOUN
spir-8841	3	19	of	of	ADP
spir-8841	3	20	twitter	twitter	NOUN
spir-8841	3	21	conversations	conversation	NOUN
spir-8841	3	22	about	about	ADP
spir-8841	3	23	a	a	DET
spir-8841	3	24	tv	tv	NOUN
spir-8841	3	25	genre	genre	NOUN
spir-8841	3	26	.	.	PUNCT
spir-8841	4	1	starting	start	VERB
spir-8841	4	2	from	from	ADP
spir-8841	4	3	august	august	PROPN
spir-8841	4	4	2012	2012	NUM
spir-8841	4	5	,	,	PUNCT
spir-8841	4	6	we	we	PRON
spir-8841	4	7	collected	collect	VERB
spir-8841	4	8	all	all	DET
spir-8841	4	9	the	the	DET
spir-8841	4	10	tweets	tweet	NOUN
spir-8841	4	11	(	(	PUNCT
spir-8841	4	12	1,703,064	1,703,064	NUM
spir-8841	4	13	)	)	PUNCT
spir-8841	4	14	containing	contain	VERB
spir-8841	4	15	at	at	ADV
spir-8841	4	16	least	least	ADV
spir-8841	4	17	one	one	NUM
spir-8841	4	18	of	of	ADP
spir-8841	4	19	the	the	DET
spir-8841	4	20	official	official	ADJ
spir-8841	4	21	hashtags	hashtag	NOUN
spir-8841	4	22	of	of	ADP
spir-8841	4	23	the	the	DET
spir-8841	4	24	eleven	eleven	NUM
spir-8841	4	25	political	political	ADJ
spir-8841	4	26	talk	talk	NOUN
spir-8841	4	27	shows	show	NOUN
spir-8841	4	28	(	(	PUNCT
spir-8841	4	29	607	607	NUM
spir-8841	4	30	episodes	episode	NOUN
spir-8841	4	31	)	)	PUNCT
spir-8841	4	32	aired	air	VERB
spir-8841	4	33	by	by	ADP
spir-8841	4	34	the	the	DET
spir-8841	4	35	italian	italian	ADJ
spir-8841	4	36	free	free	ADJ
spir-8841	4	37	-	-	PUNCT
spir-8841	4	38	to	to	ADP
spir-8841	4	39	-	-	PUNCT
spir-8841	4	40	air	air	NOUN
spir-8841	4	41	broadcasters	broadcaster	NOUN
spir-8841	4	42	.	.	PUNCT
spir-8841	5	1	we	we	PRON
spir-8841	5	2	found	find	VERB
spir-8841	5	3	a	a	DET
spir-8841	5	4	significant	significant	ADJ
spir-8841	5	5	correlation	correlation	NOUN
spir-8841	5	6	between	between	ADP
spir-8841	5	7	the	the	DET
spir-8841	5	8	tweet	tweet	NOUN
spir-8841	5	9	-	-	PUNCT
spir-8841	5	10	rate	rate	NOUN
spir-8841	5	11	-	-	PUNCT
spir-8841	5	12	per	per	ADP
spir-8841	5	13	-	-	PUNCT
spir-8841	5	14	minute	minute	NOUN
spir-8841	5	15	during	during	ADP
spir-8841	5	16	airtime	airtime	NOUN
spir-8841	5	17	and	and	CCONJ
spir-8841	5	18	the	the	DET
spir-8841	5	19	audience	audience	NOUN
spir-8841	5	20	of	of	ADP
spir-8841	5	21	the	the	DET
spir-8841	5	22	show	show	NOUN
spir-8841	5	23	’s	’s	PART
spir-8841	5	24	episode	episode	NOUN
spir-8841	5	25	.	.	PUNCT
spir-8841	6	1	furthermore	furthermore	ADV
spir-8841	6	2	,	,	PUNCT
spir-8841	6	3	we	we	PRON
spir-8841	6	4	demonstrate	demonstrate	VERB
spir-8841	6	5	a	a	DET
spir-8841	6	6	technique	technique	NOUN
spir-8841	6	7	,	,	PUNCT
spir-8841	6	8	based	base	VERB
spir-8841	6	9	on	on	ADP
spir-8841	6	10	cluster	cluster	NOUN
spir-8841	6	11	analysis	analysis	NOUN
spir-8841	6	12	,	,	PUNCT
spir-8841	6	13	aimed	aim	VERB
spir-8841	6	14	at	at	AUX
spir-8841	6	15	identify	identify	VERB
spir-8841	6	16	key	key	ADJ
spir-8841	6	17	moment	moment	NOUN
spir-8841	6	18	in	in	ADP
spir-8841	6	19	a	a	DET
spir-8841	6	20	season	season	NOUN
spir-8841	6	21	.	.	PUNCT
spir-8841	7	1	on	on	ADP
spir-8841	7	2	this	this	DET
spir-8841	7	3	subset	subset	NOUN
spir-8841	7	4	of	of	ADP
spir-8841	7	5	contents	content	NOUN
spir-8841	7	6	,	,	PUNCT
spir-8841	7	7	we	we	PRON
spir-8841	7	8	applied	apply	VERB
spir-8841	7	9	qualitative	qualitative	ADJ
spir-8841	7	10	content	content	NOUN
spir-8841	7	11	analysis	analysis	NOUN
spir-8841	7	12	to	to	PART
spir-8841	7	13	identify	identify	VERB
spir-8841	7	14	users	user	NOUN
spir-8841	7	15	’	'	PUNCT
spir-8841	7	16	level	level	NOUN
spir-8841	7	17	of	of	ADP
spir-8841	7	18	participation	participation	NOUN
spir-8841	7	19	on	on	ADP
spir-8841	7	20	the	the	DET
spir-8841	7	21	scale	scale	NOUN
spir-8841	7	22	of	of	ADP
spir-8841	7	23	access	access	NOUN
spir-8841	7	24	,	,	PUNCT
spir-8841	7	25	interaction	interaction	NOUN
spir-8841	7	26	and	and	CCONJ
spir-8841	7	27	participation	participation	NOUN
spir-8841	7	28	.	.	PUNCT
spir-8841	8	1	keywords	keyword	VERB
spir-8841	8	2	second	second	ADJ
spir-8841	8	3	screen	screen	NOUN
spir-8841	8	4	,	,	PUNCT
spir-8841	8	5	social	social	ADJ
spir-8841	8	6	tv	tv	NOUN
spir-8841	8	7	,	,	PUNCT
spir-8841	8	8	twitter	twitter	NOUN
spir-8841	8	9	,	,	PUNCT
spir-8841	8	10	talk	talk	NOUN
spir-8841	8	11	-	-	PUNCT
spir-8841	8	12	show	show	NOUN
spir-8841	8	13	introduction	introduction	NOUN
spir-8841	8	14	despite	despite	SCONJ
spir-8841	8	15	the	the	DET
spir-8841	8	16	fact	fact	NOUN
spir-8841	8	17	that	that	SCONJ
spir-8841	8	18	the	the	DET
spir-8841	8	19	idea	idea	NOUN
spir-8841	8	20	of	of	ADP
spir-8841	8	21	‘	'	PUNCT
spir-8841	8	22	interactive	interactive	ADJ
spir-8841	8	23	television	television	NOUN
spir-8841	8	24	’	'	PUNCT
spir-8841	8	25	dates	date	VERB
spir-8841	8	26	back	back	ADV
spir-8841	8	27	a	a	DET
spir-8841	8	28	couple	couple	NOUN
spir-8841	8	29	of	of	ADP
spir-8841	8	30	decades	decade	NOUN
spir-8841	8	31	,	,	PUNCT
spir-8841	8	32	a	a	DET
spir-8841	8	33	commonly	commonly	ADV
spir-8841	8	34	accepted	accept	VERB
spir-8841	8	35	definition	definition	NOUN
spir-8841	8	36	of	of	ADP
spir-8841	8	37	social	social	ADJ
spir-8841	8	38	tv	tv	NOUN
spir-8841	8	39	is	be	AUX
spir-8841	8	40	still	still	ADV
spir-8841	8	41	lacking	lack	VERB
spir-8841	8	42	.	.	PUNCT
spir-8841	9	1	on	on	ADP
spir-8841	9	2	the	the	DET
spir-8841	9	3	one	one	NUM
spir-8841	9	4	hand	hand	NOUN
spir-8841	9	5	,	,	PUNCT
spir-8841	9	6	as	as	SCONJ
spir-8841	9	7	pinpointed	pinpoint	VERB
spir-8841	9	8	by	by	ADP
spir-8841	9	9	classic	classic	ADJ
spir-8841	9	10	media	medium	NOUN
spir-8841	9	11	studies	study	NOUN
spir-8841	9	12	(	(	PUNCT
spir-8841	9	13	katz	katz	PROPN
spir-8841	9	14	&	&	CCONJ
spir-8841	9	15	lazarsfeld	lazarsfeld	PROPN
spir-8841	9	16	,	,	PUNCT
spir-8841	9	17	1955	1955	NUM
spir-8841	9	18	)	)	PUNCT
spir-8841	9	19	,	,	PUNCT
spir-8841	9	20	tv	tv	NOUN
spir-8841	9	21	viewing	viewing	NOUN
spir-8841	9	22	has	have	AUX
spir-8841	9	23	always	always	ADV
spir-8841	9	24	been	be	AUX
spir-8841	9	25	eminently	eminently	ADV
spir-8841	9	26	social	social	ADJ
spir-8841	9	27	,	,	PUNCT
spir-8841	9	28	on	on	ADP
spir-8841	9	29	the	the	DET
spir-8841	9	30	other	other	ADJ
spir-8841	9	31	hand	hand	NOUN
spir-8841	9	32	,	,	PUNCT
spir-8841	9	33	when	when	SCONJ
spir-8841	9	34	social	social	ADJ
spir-8841	9	35	refers	refer	VERB
spir-8841	9	36	to	to	ADP
spir-8841	9	37	‘	'	PUNCT
spir-8841	9	38	social	social	ADJ
spir-8841	9	39	media	medium	NOUN
spir-8841	9	40	’	'	PUNCT
spir-8841	9	41	,	,	PUNCT
spir-8841	9	42	we	we	PRON
spir-8841	9	43	observe	observe	VERB
spir-8841	9	44	the	the	DET
spir-8841	9	45	emergence	emergence	NOUN
spir-8841	9	46	of	of	ADP
spir-8841	9	47	new	new	ADJ
spir-8841	9	48	practices	practice	NOUN
spir-8841	9	49	enabled	enable	VERB
spir-8841	9	50	by	by	ADP
spir-8841	9	51	the	the	DET
spir-8841	9	52	widespread	widespread	NOUN
spir-8841	9	53	of	of	ADP
spir-8841	9	54	technologies	technology	NOUN
spir-8841	9	55	such	such	ADJ
spir-8841	9	56	as	as	ADP
spir-8841	9	57	internet	internet	NOUN
spir-8841	9	58	,	,	PUNCT
spir-8841	9	59	wi	wi	PROPN
spir-8841	9	60	-	-	PUNCT
spir-8841	9	61	fi	fi	NOUN
spir-8841	9	62	,	,	PUNCT
spir-8841	9	63	mobile	mobile	ADJ
spir-8841	9	64	devices	device	NOUN
spir-8841	9	65	,	,	PUNCT
spir-8841	9	66	smart	smart	ADJ
spir-8841	9	67	tv	tv	NOUN
spir-8841	9	68	.	.	PUNCT
spir-8841	10	1	part	part	NOUN
spir-8841	10	2	of	of	ADP
spir-8841	10	3	these	these	DET
spir-8841	10	4	practices	practice	NOUN
spir-8841	10	5	are	be	AUX
spir-8841	10	6	facilitated	facilitate	VERB
spir-8841	10	7	by	by	ADP
spir-8841	10	8	the	the	DET
spir-8841	10	9	four	four	NUM
spir-8841	10	10	properties	property	NOUN
spir-8841	10	11	of	of	ADP
spir-8841	10	12	networked	networked	ADJ
spir-8841	10	13	spaces	space	NOUN
spir-8841	10	14	.	.	PUNCT
spir-8841	11	1	while	while	SCONJ
spir-8841	11	2	most	most	ADJ
spir-8841	11	3	of	of	ADP
spir-8841	11	4	everyday	everyday	ADJ
spir-8841	11	5	conversations	conversation	NOUN
spir-8841	11	6	are	be	AUX
spir-8841	11	7	ephemeral	ephemeral	ADJ
spir-8841	11	8	,	,	PUNCT
spir-8841	11	9	in	in	ADP
spir-8841	11	10	a	a	DET
spir-8841	11	11	networked	networked	ADJ
spir-8841	11	12	spaces	space	NOUN
spir-8841	11	13	a	a	DET
spir-8841	11	14	growing	grow	VERB
spir-8841	11	15	part	part	NOUN
spir-8841	11	16	of	of	ADP
spir-8841	11	17	this	this	DET
spir-8841	11	18	content	content	NOUN
spir-8841	11	19	become	become	VERB
spir-8841	11	20	permanent	permanent	ADJ
spir-8841	11	21	,	,	PUNCT
spir-8841	11	22	searchable	searchable	ADJ
spir-8841	11	23	,	,	PUNCT
spir-8841	11	24	replicable	replicable	ADJ
spir-8841	11	25	and	and	CCONJ
spir-8841	11	26	scalable	scalable	ADJ
spir-8841	11	27	(	(	PUNCT
spir-8841	11	28	boyd	boyd	NOUN
spir-8841	11	29	,	,	PUNCT
spir-8841	11	30	2008	2008	NUM
spir-8841	11	31	)	)	PUNCT
spir-8841	11	32	.	.	PUNCT
spir-8841	12	1	the	the	DET
spir-8841	12	2	co	co	NOUN
spir-8841	12	3	-	-	NOUN
spir-8841	12	4	presence	presence	NOUN
spir-8841	12	5	of	of	ADP
spir-8841	12	6	these	these	DET
spir-8841	12	7	four	four	NUM
spir-8841	12	8	properties	property	NOUN
spir-8841	12	9	open	open	VERB
spir-8841	12	10	up	up	ADP
spir-8841	12	11	a	a	DET
spir-8841	12	12	wide	wide	ADJ
spir-8841	12	13	range	range	NOUN
spir-8841	12	14	of	of	ADP
spir-8841	12	15	new	new	ADJ
spir-8841	12	16	research	research	NOUN
spir-8841	12	17	opportunities	opportunity	NOUN
spir-8841	12	18	for	for	ADP
spir-8841	12	19	social	social	ADJ
spir-8841	12	20	scientists	scientist	NOUN
spir-8841	12	21	(	(	PUNCT
spir-8841	12	22	giglietto	giglietto	NOUN
spir-8841	12	23	,	,	PUNCT
spir-8841	12	24	2009	2009	NUM
spir-8841	12	25	;	;	PUNCT
spir-8841	12	26	mazzoli	mazzoli	NOUN
spir-8841	12	27	&	&	CCONJ
spir-8841	12	28	giglietto	giglietto	PROPN
spir-8841	12	29	,	,	PUNCT
spir-8841	12	30	2013	2013	NUM
spir-8841	12	31	)	)	PUNCT
spir-8841	12	32	.	.	PUNCT
spir-8841	13	1	‘	'	PUNCT
spir-8841	13	2	second	second	ADJ
spir-8841	13	3	screen	screen	NOUN
spir-8841	13	4	’	'	PUNCT
spir-8841	13	5	practice	practice	NOUN
spir-8841	13	6	is	be	AUX
spir-8841	13	7	becoming	become	VERB
spir-8841	13	8	a	a	DET
spir-8841	13	9	widespread	widespread	ADJ
spir-8841	13	10	phenomenon	phenomenon	NOUN
spir-8841	13	11	.	.	PUNCT
spir-8841	14	1	while	while	SCONJ
spir-8841	14	2	in	in	ADP
spir-8841	14	3	2009	2009	NUM
spir-8841	14	4	,	,	PUNCT
spir-8841	14	5	57	57	NUM
spir-8841	14	6	%	%	NOUN
spir-8841	14	7	of	of	ADP
spir-8841	14	8	us	us	PROPN
spir-8841	14	9	internet	internet	NOUN
spir-8841	14	10	consumers	consumer	NOUN
spir-8841	14	11	declared	declare	VERB
spir-8841	14	12	to	to	PART
spir-8841	14	13	watch	watch	VERB
spir-8841	14	14	tv	tv	NOUN
spir-8841	14	15	while	while	SCONJ
spir-8841	14	16	simultaneously	simultaneously	ADV
spir-8841	14	17	browsing	browse	VERB
spir-8841	14	18	the	the	DET
spir-8841	14	19	web	web	NOUN
spir-8841	14	20	at	at	ADP
spir-8841	14	21	least	least	ADJ
spir-8841	14	22	once	once	ADV
spir-8841	14	23	a	a	DET
spir-8841	14	24	month	month	NOUN
spir-8841	14	25	(	(	PUNCT
spir-8841	14	26	nielsen	nielsen	PROPN
spir-8841	14	27	,	,	PUNCT
spir-8841	14	28	2009	2009	NUM
spir-8841	14	29	)	)	PUNCT
spir-8841	14	30	,	,	PUNCT
spir-8841	14	31	in	in	ADP
spir-8841	14	32	2012	2012	NUM
spir-8841	14	33	,	,	PUNCT
spir-8841	14	34	88	88	NUM
spir-8841	14	35	%	%	NOUN
spir-8841	14	36	of	of	ADP
spir-8841	14	37	us	us	PROPN
spir-8841	14	38	tablet	tablet	NOUN
spir-8841	14	39	owners	owner	NOUN
spir-8841	14	40	and	and	CCONJ
spir-8841	14	41	86	86	NUM
spir-8841	14	42	%	%	NOUN
spir-8841	14	43	of	of	ADP
spir-8841	14	44	us	we	PRON
spir-8841	14	45	smartphone	smartphone	NOUN
spir-8841	14	46	owners	owner	NOUN
spir-8841	14	47	said	say	VERB
spir-8841	14	48	they	they	PRON
spir-8841	14	49	used	use	VERB
spir-8841	14	50	their	their	PRON
spir-8841	14	51	device	device	NOUN
spir-8841	14	52	while	while	SCONJ
spir-8841	14	53	watching	watch	VERB
spir-8841	14	54	tv	tv	NOUN
spir-8841	14	55	(	(	PUNCT
spir-8841	14	56	nielsen	nielsen	PROPN
spir-8841	14	57	,	,	PUNCT
spir-8841	14	58	2012a	2012a	NUM
spir-8841	14	59	)	)	PUNCT
spir-8841	14	60	.	.	PUNCT
spir-8841	15	1	furthermore	furthermore	ADV
spir-8841	15	2	,	,	PUNCT
spir-8841	15	3	a	a	DET
spir-8841	15	4	different	different	ADJ
spir-8841	15	5	study	study	NOUN
spir-8841	15	6	carried	carry	VERB
spir-8841	15	7	on	on	ADP
spir-8841	15	8	during	during	ADP
spir-8841	15	9	the	the	DET
spir-8841	15	10	same	same	ADJ
spir-8841	15	11	year	year	NOUN
spir-8841	15	12	,	,	PUNCT
spir-8841	15	13	reports	report	VERB
spir-8841	15	14	that	that	SCONJ
spir-8841	15	15	the	the	DET
spir-8841	15	16	66	66	NUM
spir-8841	15	17	%	%	NOUN
spir-8841	15	18	(	(	PUNCT
spir-8841	15	19	google	google	PROPN
spir-8841	15	20	,	,	PUNCT
spir-8841	15	21	2012	2012	NUM
spir-8841	15	22	)	)	PUNCT
spir-8841	15	23	of	of	ADP
spir-8841	15	24	the	the	DET
spir-8841	15	25	sample	sample	NOUN
spir-8841	15	26	used	use	VERB
spir-8841	15	27	a	a	DET
spir-8841	15	28	laptop	laptop	NOUN
spir-8841	15	29	and	and	CCONJ
spir-8841	15	30	tv	tv	NOUN
spir-8841	15	31	at	at	ADP
spir-8841	15	32	the	the	DET
spir-8841	15	33	same	same	ADJ
spir-8841	15	34	time	time	NOUN
spir-8841	15	35	.	.	PUNCT
spir-8841	16	1	the	the	DET
spir-8841	16	2	most	most	ADV
spir-8841	16	3	common	common	ADJ
spir-8841	16	4	reported	report	VERB
spir-8841	16	5	activity	activity	NOUN
spir-8841	16	6	of	of	ADP
spir-8841	16	7	these	these	DET
spir-8841	16	8	‘	'	PUNCT
spir-8841	16	9	connected	connected	ADJ
spir-8841	16	10	viewers	viewer	NOUN
spir-8841	16	11	’	'	PUNCT
spir-8841	16	12	is	be	AUX
spir-8841	16	13	using	use	VERB
spir-8841	16	14	their	their	PRON
spir-8841	16	15	phones	phone	NOUN
spir-8841	16	16	to	to	PART
spir-8841	16	17	keep	keep	VERB
spir-8841	16	18	themselves	themselves	PRON
spir-8841	16	19	occupied	occupy	VERB
spir-8841	16	20	during	during	ADP
spir-8841	16	21	commercials	commercial	NOUN
spir-8841	16	22	or	or	CCONJ
spir-8841	16	23	breaks	break	NOUN
spir-8841	16	24	in	in	ADP
spir-8841	16	25	something	something	PRON
spir-8841	16	26	they	they	PRON
spir-8841	16	27	were	be	AUX
spir-8841	16	28	watching	watch	VERB
spir-8841	16	29	.	.	PUNCT
spir-8841	17	1	nevertheless	nevertheless	ADV
spir-8841	17	2	11	11	NUM
spir-8841	17	3	%	%	NOUN
spir-8841	17	4	of	of	ADP
spir-8841	17	5	the	the	DET
spir-8841	17	6	sample	sample	NOUN
spir-8841	17	7	said	say	VERB
spir-8841	17	8	that	that	SCONJ
spir-8841	17	9	they	they	PRON
spir-8841	17	10	used	use	VERB
spir-8841	17	11	their	their	PRON
spir-8841	17	12	phone	phone	NOUN
spir-8841	17	13	to	to	PART
spir-8841	17	14	see	see	VERB
spir-8841	17	15	what	what	PRON
spir-8841	17	16	other	other	ADJ
spir-8841	17	17	people	people	NOUN
spir-8841	17	18	were	be	AUX
spir-8841	17	19	saying	say	VERB
spir-8841	17	20	online	online	ADV
spir-8841	17	21	about	about	ADP
spir-8841	17	22	a	a	DET
spir-8841	17	23	program	program	NOUN
spir-8841	17	24	they	they	PRON
spir-8841	17	25	were	be	AUX
spir-8841	17	26	watching	watch	VERB
spir-8841	17	27	and	and	CCONJ
spir-8841	17	28	another	another	DET
spir-8841	17	29	11	11	NUM
spir-8841	17	30	%	%	NOUN
spir-8841	17	31	posted	post	VERB
spir-8841	17	32	their	their	PRON
spir-8841	17	33	own	own	ADJ
spir-8841	17	34	online	online	ADJ
spir-8841	17	35	comments	comment	NOUN
spir-8841	17	36	about	about	ADP
spir-8841	17	37	a	a	DET
spir-8841	17	38	program	program	NOUN
spir-8841	17	39	they	they	PRON
spir-8841	17	40	were	be	AUX
spir-8841	17	41	watching	watch	VERB
spir-8841	17	42	using	use	VERB
spir-8841	17	43	their	their	PRON
spir-8841	17	44	mobile	mobile	ADJ
spir-8841	17	45	phone	phone	NOUN
spir-8841	17	46	(	(	PUNCT
spir-8841	17	47	smith	smith	PROPN
spir-8841	17	48	&	&	CCONJ
spir-8841	17	49	boyles	boyles	PROPN
spir-8841	17	50	,	,	PUNCT
spir-8841	17	51	2012	2012	NUM
spir-8841	17	52	)	)	PUNCT
spir-8841	17	53	.	.	PUNCT
spir-8841	18	1	it	it	PRON
spir-8841	18	2	is	be	AUX
spir-8841	18	3	increasingly	increasingly	ADV
spir-8841	18	4	common	common	ADJ
spir-8841	18	5	that	that	SCONJ
spir-8841	18	6	the	the	DET
spir-8841	18	7	authors	author	NOUN
spir-8841	18	8	of	of	ADP
spir-8841	18	9	a	a	DET
spir-8841	18	10	tv	tv	NOUN
spir-8841	18	11	program	program	NOUN
spir-8841	18	12	openly	openly	ADV
spir-8841	18	13	invite	invite	VERB
spir-8841	18	14	the	the	DET
spir-8841	18	15	audience	audience	NOUN
spir-8841	18	16	to	to	PART
spir-8841	18	17	express	express	VERB
spir-8841	18	18	their	their	PRON
spir-8841	18	19	comments	comment	NOUN
spir-8841	18	20	on	on	ADP
spir-8841	18	21	the	the	DET
spir-8841	18	22	show	show	NOUN
spir-8841	18	23	online	online	ADV
spir-8841	18	24	.	.	PUNCT
spir-8841	19	1	both	both	PRON
spir-8841	19	2	facebook	facebook	NOUN
spir-8841	19	3	and	and	CCONJ
spir-8841	19	4	twitter	twitter	NOUN
spir-8841	19	5	official	official	ADJ
spir-8841	19	6	program	program	NOUN
spir-8841	19	7	’s	’s	PART
spir-8841	19	8	channels	channel	NOUN
spir-8841	19	9	are	be	AUX
spir-8841	19	10	often	often	ADV
spir-8841	19	11	advertised	advertise	VERB
spir-8841	19	12	and	and	CCONJ
spir-8841	19	13	most	most	ADJ
spir-8841	19	14	of	of	ADP
spir-8841	19	15	the	the	DET
spir-8841	19	16	time	time	NOUN
spir-8841	19	17	an	an	DET
spir-8841	19	18	official	official	ADJ
spir-8841	19	19	twitter	twitter	NOUN
spir-8841	19	20	#	#	NOUN
spir-8841	19	21	hashtag	hashtag	NOUN
spir-8841	19	22	is	be	AUX
spir-8841	19	23	also	also	ADV
spir-8841	19	24	proposed	propose	VERB
spir-8841	19	25	as	as	ADP
spir-8841	19	26	a	a	DET
spir-8841	19	27	way	way	NOUN
spir-8841	19	28	to	to	PART
spir-8841	19	29	aggregate	aggregate	VERB
spir-8841	19	30	comments	comment	NOUN
spir-8841	19	31	.	.	PUNCT
spir-8841	20	1	selected	select	VERB
spir-8841	20	2	papers	paper	NOUN
spir-8841	20	3	of	of	ADP
spir-8841	20	4	internet	internet	NOUN
spir-8841	20	5	research	research	NOUN
spir-8841	20	6	14.0	14.0	NUM
spir-8841	20	7	,	,	PUNCT
spir-8841	20	8	2013	2013	NUM
spir-8841	20	9	:	:	PUNCT
spir-8841	20	10	denver	denver	PROPN
spir-8841	20	11	,	,	PUNCT
spir-8841	20	12	usa	usa	PROPN
spir-8841	20	13	2	2	NUM
spir-8841	20	14	measuring	measure	VERB
spir-8841	20	15	tv	tv	NOUN
spir-8841	20	16	audiences	audience	NOUN
spir-8841	20	17	is	be	AUX
spir-8841	20	18	becoming	become	VERB
spir-8841	20	19	increasingly	increasingly	ADV
spir-8841	20	20	difficult	difficult	ADJ
spir-8841	20	21	due	due	ADJ
spir-8841	20	22	to	to	ADP
spir-8841	20	23	the	the	DET
spir-8841	20	24	growing	grow	VERB
spir-8841	20	25	use	use	NOUN
spir-8841	20	26	of	of	ADP
spir-8841	20	27	digital	digital	ADJ
spir-8841	20	28	-	-	PUNCT
spir-8841	20	29	videorecorders	videorecorder	NOUN
spir-8841	20	30	to	to	PART
spir-8841	20	31	watch	watch	VERB
spir-8841	20	32	shows	show	NOUN
spir-8841	20	33	later	later	ADV
spir-8841	20	34	or	or	CCONJ
spir-8841	20	35	order	order	VERB
spir-8841	20	36	“	"	PUNCT
spir-8841	20	37	video	video	NOUN
spir-8841	20	38	-	-	PUNCT
spir-8841	20	39	on	on	ADP
spir-8841	20	40	-	-	PUNCT
spir-8841	20	41	demand	demand	NOUN
spir-8841	20	42	”	"	PUNCT
spir-8841	20	43	from	from	ADP
spir-8841	20	44	the	the	DET
spir-8841	20	45	set	set	NOUN
spir-8841	20	46	-	-	PUNCT
spir-8841	20	47	top	top	NOUN
spir-8841	20	48	boxes	box	NOUN
spir-8841	20	49	.	.	PUNCT
spir-8841	21	1	at	at	ADP
spir-8841	21	2	the	the	DET
spir-8841	21	3	same	same	ADJ
spir-8841	21	4	time	time	NOUN
spir-8841	21	5	,	,	PUNCT
spir-8841	21	6	audiences	audience	NOUN
spir-8841	21	7	are	be	AUX
spir-8841	21	8	also	also	ADV
spir-8841	21	9	more	more	ADV
spir-8841	21	10	fragmented	fragmented	ADJ
spir-8841	21	11	with	with	ADP
spir-8841	21	12	people	people	NOUN
spir-8841	21	13	watching	watch	VERB
spir-8841	21	14	tv	tv	NOUN
spir-8841	21	15	on	on	ADP
spir-8841	21	16	countless	countless	ADJ
spir-8841	21	17	websites	website	NOUN
spir-8841	21	18	and	and	CCONJ
spir-8841	21	19	on	on	ADP
spir-8841	21	20	multiple	multiple	ADJ
spir-8841	21	21	device	device	NOUN
spir-8841	21	22	.	.	PUNCT
spir-8841	22	1	the	the	DET
spir-8841	22	2	industry	industry	NOUN
spir-8841	22	3	is	be	AUX
spir-8841	22	4	therefore	therefore	ADV
spir-8841	22	5	looking	look	VERB
spir-8841	22	6	for	for	ADP
spir-8841	22	7	solutions	solution	NOUN
spir-8841	22	8	aimed	aim	VERB
spir-8841	22	9	at	at	ADP
spir-8841	22	10	integrating	integrate	VERB
spir-8841	22	11	the	the	DET
spir-8841	22	12	traditional	traditional	ADJ
spir-8841	22	13	method	method	NOUN
spir-8841	22	14	based	base	VERB
spir-8841	22	15	on	on	ADP
spir-8841	22	16	panels	panel	NOUN
spir-8841	22	17	of	of	ADP
spir-8841	22	18	families	family	NOUN
spir-8841	22	19	that	that	PRON
spir-8841	22	20	agree	agree	VERB
spir-8841	22	21	to	to	PART
spir-8841	22	22	have	have	VERB
spir-8841	22	23	a	a	DET
spir-8841	22	24	meter	meter	NOUN
spir-8841	22	25	in	in	ADP
spir-8841	22	26	their	their	PRON
spir-8841	22	27	tv	tv	NOUN
spir-8841	22	28	.	.	PUNCT
spir-8841	23	1	not	not	PART
spir-8841	23	2	surprisingly	surprisingly	ADV
spir-8841	23	3	,	,	PUNCT
spir-8841	23	4	nielsen	nielsen	PROPN
spir-8841	23	5	recently	recently	ADV
spir-8841	23	6	announced	announce	VERB
spir-8841	23	7	an	an	DET
spir-8841	23	8	agreement	agreement	NOUN
spir-8841	23	9	with	with	ADP
spir-8841	23	10	twitter	twitter	NOUN
spir-8841	23	11	to	to	PART
spir-8841	23	12	create	create	VERB
spir-8841	23	13	the	the	DET
spir-8841	23	14	‘	'	PUNCT
spir-8841	23	15	nielsen	nielsen	PROPN
spir-8841	23	16	twitter	twitter	PROPN
spir-8841	23	17	tv	tv	NOUN
spir-8841	23	18	rating	rating	NOUN
spir-8841	23	19	’	'	PUNCT
spir-8841	23	20	for	for	ADP
spir-8841	23	21	the	the	DET
spir-8841	23	22	us	us	PROPN
spir-8841	23	23	market	market	NOUN
spir-8841	23	24	,	,	PUNCT
spir-8841	23	25	a	a	DET
spir-8841	23	26	syndicated	syndicate	VERB
spir-8841	23	27	-	-	PUNCT
spir-8841	23	28	standard	standard	NOUN
spir-8841	23	29	metric	metric	NOUN
spir-8841	23	30	around	around	ADP
spir-8841	23	31	the	the	DET
spir-8841	23	32	reach	reach	NOUN
spir-8841	23	33	of	of	ADP
spir-8841	23	34	the	the	DET
spir-8841	23	35	tv	tv	NOUN
spir-8841	23	36	conversation	conversation	NOUN
spir-8841	23	37	on	on	ADP
spir-8841	23	38	twitter	twitter	NOUN
spir-8841	23	39	(	(	PUNCT
spir-8841	23	40	nielsen	nielsen	PROPN
spir-8841	23	41	,	,	PUNCT
spir-8841	23	42	2012b	2012b	NUM
spir-8841	23	43	)	)	PUNCT
spir-8841	23	44	.	.	PUNCT
spir-8841	24	1	moreover	moreover	ADV
spir-8841	24	2	,	,	PUNCT
spir-8841	24	3	according	accord	VERB
spir-8841	24	4	to	to	ADP
spir-8841	24	5	a	a	DET
spir-8841	24	6	report	report	NOUN
spir-8841	24	7	by	by	ADP
spir-8841	24	8	twitter	twitter	PROPN
spir-8841	24	9	uk	uk	PROPN
spir-8841	24	10	,	,	PUNCT
spir-8841	24	11	the	the	DET
spir-8841	24	12	relationship	relationship	NOUN
spir-8841	24	13	between	between	ADP
spir-8841	24	14	twitter	twitter	NOUN
spir-8841	24	15	and	and	CCONJ
spir-8841	24	16	television	television	NOUN
spir-8841	24	17	is	be	AUX
spir-8841	24	18	increasingly	increasingly	ADV
spir-8841	24	19	symbiotic	symbiotic	ADJ
spir-8841	24	20	(	(	PUNCT
spir-8841	24	21	twitter	twitter	NOUN
spir-8841	24	22	uk	uk	PROPN
spir-8841	24	23	,	,	PUNCT
spir-8841	24	24	2012	2012	NUM
spir-8841	24	25	)	)	PUNCT
spir-8841	24	26	.	.	PUNCT
spir-8841	25	1	as	as	ADP
spir-8841	25	2	an	an	DET
spir-8841	25	3	instance	instance	NOUN
spir-8841	25	4	,	,	PUNCT
spir-8841	25	5	super	super	ADJ
spir-8841	25	6	bowl	bowl	NOUN
spir-8841	25	7	2013	2013	NUM
spir-8841	25	8	telecasted	telecast	VERB
spir-8841	25	9	by	by	ADP
spir-8841	25	10	cbs	cbs	PROPN
spir-8841	25	11	,	,	PUNCT
spir-8841	25	12	draw	draw	VERB
spir-8841	25	13	an	an	DET
spir-8841	25	14	average	average	ADJ
spir-8841	25	15	audience	audience	NOUN
spir-8841	25	16	of	of	ADP
spir-8841	25	17	108.7	108.7	NUM
spir-8841	25	18	million	million	NUM
spir-8841	25	19	viewers	viewer	NOUN
spir-8841	25	20	.	.	PUNCT
spir-8841	26	1	during	during	ADP
spir-8841	26	2	the	the	DET
spir-8841	26	3	course	course	NOUN
spir-8841	26	4	of	of	ADP
spir-8841	26	5	the	the	DET
spir-8841	26	6	entire	entire	ADJ
spir-8841	26	7	game	game	NOUN
spir-8841	26	8	5.3	5.3	NUM
spir-8841	26	9	million	million	NUM
spir-8841	26	10	of	of	ADP
spir-8841	26	11	people	people	NOUN
spir-8841	26	12	sent	send	VERB
spir-8841	26	13	out	out	ADP
spir-8841	26	14	26.1	26.1	NUM
spir-8841	26	15	million	million	NUM
spir-8841	26	16	tweets	tweet	NOUN
spir-8841	26	17	.	.	PUNCT
spir-8841	27	1	when	when	SCONJ
spir-8841	27	2	the	the	DET
spir-8841	27	3	lights	light	NOUN
spir-8841	27	4	went	go	VERB
spir-8841	27	5	out	out	ADP
spir-8841	27	6	in	in	ADP
spir-8841	27	7	half	half	NOUN
spir-8841	27	8	of	of	ADP
spir-8841	27	9	the	the	DET
spir-8841	27	10	stadium	stadium	NOUN
spir-8841	27	11	,	,	PUNCT
spir-8841	27	12	the	the	DET
spir-8841	27	13	audience	audience	NOUN
spir-8841	27	14	turned	turn	VERB
spir-8841	27	15	to	to	ADP
spir-8841	27	16	twitter	twitter	NOUN
spir-8841	27	17	(	(	PUNCT
spir-8841	27	18	tweet	tweet	NOUN
spir-8841	27	19	per	per	ADP
spir-8841	27	20	minute	minute	NOUN
spir-8841	27	21	or	or	CCONJ
spir-8841	27	22	tpm	tpm	PROPN
spir-8841	27	23	picked	pick	VERB
spir-8841	27	24	at	at	ADP
spir-8841	27	25	a	a	DET
spir-8841	27	26	rate	rate	NOUN
spir-8841	27	27	of	of	ADP
spir-8841	27	28	231,500	231,500	NUM
spir-8841	27	29	more	more	ADJ
spir-8841	27	30	than	than	ADP
spir-8841	27	31	at	at	ADP
spir-8841	27	32	any	any	DET
spir-8841	27	33	other	other	ADJ
spir-8841	27	34	point	point	NOUN
spir-8841	27	35	during	during	ADP
spir-8841	27	36	the	the	DET
spir-8841	27	37	game	game	NOUN
spir-8841	27	38	)	)	PUNCT
spir-8841	27	39	proof	proof	NOUN
spir-8841	27	40	positive	positive	ADJ
spir-8841	27	41	of	of	ADP
spir-8841	27	42	the	the	DET
spir-8841	27	43	relationship	relationship	NOUN
spir-8841	27	44	between	between	ADP
spir-8841	27	45	broadcasted	broadcast	VERB
spir-8841	27	46	events	event	NOUN
spir-8841	27	47	and	and	CCONJ
spir-8841	27	48	twitter	twitter	NOUN
spir-8841	27	49	activity	activity	NOUN
spir-8841	27	50	.	.	PUNCT
spir-8841	28	1	although	although	SCONJ
spir-8841	28	2	less	less	ADV
spir-8841	28	3	diffused	diffused	ADJ
spir-8841	28	4	than	than	ADP
spir-8841	28	5	in	in	ADP
spir-8841	28	6	the	the	DET
spir-8841	28	7	us	us	PROPN
spir-8841	28	8	,	,	PUNCT
spir-8841	28	9	second	second	ADJ
spir-8841	28	10	screen	screen	NOUN
spir-8841	28	11	’s	’s	PART
spir-8841	28	12	practices	practice	NOUN
spir-8841	28	13	are	be	AUX
spir-8841	28	14	becoming	become	VERB
spir-8841	28	15	increasingly	increasingly	ADV
spir-8841	28	16	common	common	ADJ
spir-8841	28	17	also	also	ADV
spir-8841	28	18	in	in	ADP
spir-8841	28	19	italy	italy	PROPN
spir-8841	28	20	especially	especially	ADV
spir-8841	28	21	around	around	ADP
spir-8841	28	22	talent	talent	NOUN
spir-8841	28	23	shows	show	NOUN
spir-8841	28	24	and	and	CCONJ
spir-8841	28	25	political	political	ADJ
spir-8841	28	26	events	event	NOUN
spir-8841	28	27	(	(	PUNCT
spir-8841	28	28	in	in	ADP
spir-8841	28	29	2013	2013	NUM
spir-8841	28	30	italy	italy	PROPN
spir-8841	28	31	voted	vote	VERB
spir-8841	28	32	to	to	PART
spir-8841	28	33	renew	renew	VERB
spir-8841	28	34	the	the	DET
spir-8841	28	35	national	national	ADJ
spir-8841	28	36	parliament	parliament	NOUN
spir-8841	28	37	)	)	PUNCT
spir-8841	28	38	.	.	PUNCT
spir-8841	29	1	furthermore	furthermore	ADV
spir-8841	29	2	,	,	PUNCT
spir-8841	29	3	talk	talk	NOUN
spir-8841	29	4	shows	show	NOUN
spir-8841	29	5	are	be	AUX
spir-8841	29	6	situated	situate	VERB
spir-8841	29	7	at	at	ADP
spir-8841	29	8	a	a	DET
spir-8841	29	9	theoretical	theoretical	ADJ
spir-8841	29	10	crossroads	crossroad	NOUN
spir-8841	29	11	between	between	ADP
spir-8841	29	12	participation	participation	NOUN
spir-8841	29	13	and	and	CCONJ
spir-8841	29	14	networked	networked	ADJ
spir-8841	29	15	publics	public	NOUN
spir-8841	29	16	.	.	PUNCT
spir-8841	30	1	dataset	dataset	VERB
spir-8841	30	2	this	this	DET
spir-8841	30	3	paper	paper	NOUN
spir-8841	30	4	focus	focus	NOUN
spir-8841	30	5	on	on	ADP
spir-8841	30	6	the	the	DET
spir-8841	30	7	analysis	analysis	NOUN
spir-8841	30	8	of	of	ADP
spir-8841	30	9	a	a	DET
spir-8841	30	10	complete	complete	ADJ
spir-8841	30	11	dataset	dataset	NOUN
spir-8841	30	12	of	of	ADP
spir-8841	30	13	1,703,064	1,703,064	NUM
spir-8841	30	14	tweets	tweet	NOUN
spir-8841	30	15	collected	collect	VERB
spir-8841	30	16	during	during	ADP
spir-8841	30	17	2012/2013	2012/2013	NUM
spir-8841	30	18	tv	tv	NOUN
spir-8841	30	19	season	season	NOUN
spir-8841	30	20	and	and	CCONJ
spir-8841	30	21	containing	contain	VERB
spir-8841	30	22	at	at	ADV
spir-8841	30	23	least	least	ADJ
spir-8841	30	24	one	one	NUM
spir-8841	30	25	of	of	ADP
spir-8841	30	26	the	the	DET
spir-8841	30	27	official	official	ADJ
spir-8841	30	28	hashtags	hashtag	NOUN
spir-8841	30	29	of	of	ADP
spir-8841	30	30	the	the	DET
spir-8841	30	31	eleven	eleven	NUM
spir-8841	30	32	political	political	ADJ
spir-8841	30	33	talk	talk	NOUN
spir-8841	30	34	shows	show	NOUN
spir-8841	30	35	(	(	PUNCT
spir-8841	30	36	607	607	NUM
spir-8841	30	37	episodes	episode	NOUN
spir-8841	30	38	)	)	PUNCT
spir-8841	30	39	aired	air	VERB
spir-8841	30	40	by	by	ADP
spir-8841	30	41	the	the	DET
spir-8841	30	42	italian	italian	ADJ
spir-8841	30	43	free	free	ADJ
spir-8841	30	44	-	-	PUNCT
spir-8841	30	45	to	to	ADP
spir-8841	30	46	-	-	PUNCT
spir-8841	30	47	air	air	NOUN
spir-8841	30	48	broadcasters	broadcaster	NOUN
spir-8841	30	49	.	.	PUNCT
spir-8841	31	1	dataset	dataset	PROPN
spir-8841	31	2	was	be	AUX
spir-8841	31	3	collected	collect	VERB
spir-8841	31	4	by	by	ADP
spir-8841	31	5	filtering	filter	VERB
spir-8841	31	6	the	the	DET
spir-8841	31	7	twitter	twitter	NOUN
spir-8841	31	8	firehose	firehose	NOUN
spir-8841	31	9	for	for	ADP
spir-8841	31	10	tweets	tweet	NOUN
spir-8841	31	11	containing	contain	VERB
spir-8841	31	12	at	at	ADP
spir-8841	31	13	last	last	ADJ
spir-8841	31	14	one	one	NUM
spir-8841	31	15	of	of	ADP
spir-8841	31	16	the	the	DET
spir-8841	31	17	following	following	ADJ
spir-8841	31	18	hashtags	hashtag	NOUN
spir-8841	31	19	:	:	PUNCT
spir-8841	31	20	#	#	SYM
spir-8841	31	21	ballarò	ballarò	NOUN
spir-8841	31	22	or	or	CCONJ
spir-8841	31	23	#	#	SYM
spir-8841	31	24	ballaro	ballaro	NOUN
spir-8841	31	25	,	,	PUNCT
spir-8841	31	26	#	#	SYM
spir-8841	31	27	portaaporta	portaaporta	NOUN
spir-8841	31	28	,	,	PUNCT
spir-8841	31	29	#	#	NOUN
spir-8841	31	30	agorarai	agorarai	NOUN
spir-8841	31	31	,	,	PUNCT
spir-8841	31	32	#	#	NOUN
spir-8841	31	33	ultimaparola	ultimaparola	ADJ
spir-8841	31	34	,	,	PUNCT
spir-8841	31	35	#	#	NOUN
spir-8841	31	36	serviziopubblico	serviziopubblico	NOUN
spir-8841	31	37	,	,	PUNCT
spir-8841	31	38	#	#	NOUN
spir-8841	31	39	inmezzora	inmezzora	NOUN
spir-8841	31	40	,	,	PUNCT
spir-8841	31	41	#	#	NOUN
spir-8841	31	42	infedele	infedele	NOUN
spir-8841	31	43	or	or	CCONJ
spir-8841	31	44	#	#	SYM
spir-8841	31	45	linfedele	linfedele	NOUN
spir-8841	31	46	,	,	PUNCT
spir-8841	31	47	#	#	SYM
spir-8841	31	48	ottoemezzo	ottoemezzo	NOUN
spir-8841	31	49	,	,	PUNCT
spir-8841	32	1	#	#	NOUN
spir-8841	32	2	omnibus	omnibus	NOUN
spir-8841	32	3	,	,	PUNCT
spir-8841	32	4	#	#	SYM
spir-8841	32	5	inonda	inonda	NOUN
spir-8841	32	6	,	,	PUNCT
spir-8841	32	7	#	#	NOUN
spir-8841	32	8	piazzapulita	piazzapulita	NOUN
spir-8841	32	9	.	.	PUNCT
spir-8841	33	1	all	all	DET
spir-8841	33	2	the	the	DET
spir-8841	33	3	selected	select	VERB
spir-8841	33	4	hashtags	hashtag	NOUN
spir-8841	33	5	are	be	AUX
spir-8841	33	6	either	either	CCONJ
spir-8841	33	7	official	official	ADJ
spir-8841	33	8	(	(	PUNCT
spir-8841	33	9	e.g.	e.g.	ADV
spir-8841	33	10	advertised	advertise	VERB
spir-8841	33	11	on	on	ADP
spir-8841	33	12	the	the	DET
spir-8841	33	13	official	official	ADJ
spir-8841	33	14	twitter	twitter	NOUN
spir-8841	33	15	channel	channel	NOUN
spir-8841	33	16	of	of	ADP
spir-8841	33	17	the	the	DET
spir-8841	33	18	program	program	NOUN
spir-8841	33	19	or	or	CCONJ
spir-8841	33	20	during	during	ADP
spir-8841	33	21	the	the	DET
spir-8841	33	22	tv	tv	NOUN
spir-8841	33	23	show	show	NOUN
spir-8841	33	24	)	)	PUNCT
spir-8841	33	25	or	or	CCONJ
spir-8841	33	26	the	the	DET
spir-8841	33	27	most	most	ADV
spir-8841	33	28	frequently	frequently	ADV
spir-8841	33	29	used	use	VERB
spir-8841	33	30	hashtag	hashtag	NOUN
spir-8841	33	31	related	relate	VERB
spir-8841	33	32	to	to	ADP
spir-8841	33	33	one	one	NUM
spir-8841	33	34	of	of	ADP
spir-8841	33	35	the	the	DET
spir-8841	33	36	eleven	eleven	NUM
spir-8841	33	37	political	political	ADJ
spir-8841	33	38	talk	talk	NOUN
spir-8841	33	39	shows	show	NOUN
spir-8841	33	40	aired	air	VERB
spir-8841	33	41	by	by	ADP
spir-8841	33	42	the	the	DET
spir-8841	33	43	italian	italian	ADJ
spir-8841	33	44	free	free	ADJ
spir-8841	33	45	-	-	PUNCT
spir-8841	33	46	to	to	ADP
spir-8841	33	47	-	-	PUNCT
spir-8841	33	48	air	air	NOUN
spir-8841	33	49	broadcasters	broadcaster	NOUN
spir-8841	33	50	.	.	PUNCT
spir-8841	34	1	from	from	ADP
spir-8841	34	2	this	this	DET
spir-8841	34	3	raw	raw	ADJ
spir-8841	34	4	dataset	dataset	NOUN
spir-8841	34	5	we	we	PRON
spir-8841	34	6	extracted	extract	VERB
spir-8841	34	7	1,126,787	1,126,787	NUM
spir-8841	34	8	observations	observation	NOUN
spir-8841	34	9	corresponding	correspond	VERB
spir-8841	34	10	to	to	ADP
spir-8841	34	11	tweets	tweet	NOUN
spir-8841	34	12	created	create	VERB
spir-8841	34	13	during	during	ADP
spir-8841	34	14	the	the	DET
spir-8841	34	15	air	air	NOUN
spir-8841	34	16	-	-	PUNCT
spir-8841	34	17	time	time	NOUN
spir-8841	34	18	(	(	PUNCT
spir-8841	34	19	plus	plus	CCONJ
spir-8841	34	20	15	15	NUM
spir-8841	34	21	minutes	minute	NOUN
spir-8841	34	22	)	)	PUNCT
spir-8841	34	23	of	of	ADP
spir-8841	34	24	each	each	DET
spir-8841	34	25	episode	episode	NOUN
spir-8841	34	26	of	of	ADP
spir-8841	34	27	the	the	DET
spir-8841	34	28	shows	show	NOUN
spir-8841	34	29	.	.	PUNCT
spir-8841	35	1	auditel	auditel	PROPN
spir-8841	35	2	is	be	AUX
spir-8841	35	3	,	,	PUNCT
spir-8841	35	4	since	since	SCONJ
spir-8841	35	5	1986	1986	NUM
spir-8841	35	6	,	,	PUNCT
spir-8841	35	7	the	the	DET
spir-8841	35	8	main	main	ADJ
spir-8841	35	9	research	research	NOUN
spir-8841	35	10	firm	firm	NOUN
spir-8841	35	11	monitoring	monitor	VERB
spir-8841	35	12	tv	tv	NOUN
spir-8841	35	13	audience	audience	NOUN
spir-8841	35	14	and	and	CCONJ
spir-8841	35	15	ratings	rating	NOUN
spir-8841	35	16	of	of	ADP
spir-8841	35	17	local	local	ADJ
spir-8841	35	18	and	and	CCONJ
spir-8841	35	19	national	national	ADJ
spir-8841	35	20	television	television	NOUN
spir-8841	35	21	in	in	ADP
spir-8841	35	22	italy	italy	PROPN
spir-8841	35	23	.	.	PUNCT
spir-8841	36	1	data	datum	NOUN
spir-8841	36	2	analysis	analysis	NOUN
spir-8841	36	3	for	for	ADP
spir-8841	36	4	each	each	DET
spir-8841	36	5	episode	episode	NOUN
spir-8841	36	6	,	,	PUNCT
spir-8841	36	7	we	we	PRON
spir-8841	36	8	calculated	calculate	VERB
spir-8841	36	9	the	the	DET
spir-8841	36	10	average	average	ADJ
spir-8841	36	11	tweet	tweet	NOUN
spir-8841	36	12	-	-	PUNCT
spir-8841	36	13	per	per	ADP
spir-8841	36	14	-	-	PUNCT
spir-8841	36	15	minute	minute	NOUN
spir-8841	36	16	(	(	PUNCT
spir-8841	36	17	tpm	tpm	PROPN
spir-8841	36	18	)	)	PUNCT
spir-8841	36	19	.	.	PUNCT
spir-8841	37	1	the	the	DET
spir-8841	37	2	programs	program	NOUN
spir-8841	37	3	taken	take	VERB
spir-8841	37	4	in	in	ADP
spir-8841	37	5	to	to	ADP
spir-8841	37	6	consideration	consideration	NOUN
spir-8841	37	7	,	,	PUNCT
spir-8841	37	8	although	although	SCONJ
spir-8841	37	9	belonging	belong	VERB
spir-8841	37	10	to	to	ADP
spir-8841	37	11	the	the	DET
spir-8841	37	12	same	same	ADJ
spir-8841	37	13	genre	genre	NOUN
spir-8841	37	14	,	,	PUNCT
spir-8841	37	15	are	be	AUX
spir-8841	37	16	very	very	ADV
spir-8841	37	17	different	different	ADJ
spir-8841	37	18	in	in	ADP
spir-8841	37	19	popularity	popularity	NOUN
spir-8841	37	20	and	and	CCONJ
spir-8841	37	21	tweet	tweet	NOUN
spir-8841	37	22	rate	rate	NOUN
spir-8841	37	23	.	.	PUNCT
spir-8841	38	1	to	to	PART
spir-8841	38	2	address	address	VERB
spir-8841	38	3	this	this	DET
spir-8841	38	4	variance	variance	NOUN
spir-8841	38	5	in	in	ADP
spir-8841	38	6	audience	audience	NOUN
spir-8841	38	7	and	and	CCONJ
spir-8841	38	8	tpm	tpm	PROPN
spir-8841	38	9	we	we	PRON
spir-8841	38	10	calculated	calculate	VERB
spir-8841	38	11	an	an	DET
spir-8841	38	12	additional	additional	ADJ
spir-8841	38	13	variable	variable	NOUN
spir-8841	38	14	.	.	PUNCT
spir-8841	39	1	this	this	DET
spir-8841	39	2	variable	variable	NOUN
spir-8841	39	3	,	,	PUNCT
spir-8841	39	4	named	name	VERB
spir-8841	39	5	‘	'	PUNCT
spir-8841	39	6	networked	networked	ADJ
spir-8841	39	7	publics	public	NOUN
spir-8841	39	8	’	'	PUNCT
spir-8841	39	9	,	,	PUNCT
spir-8841	39	10	is	be	AUX
spir-8841	39	11	defined	define	VERB
spir-8841	39	12	as	as	ADP
spir-8841	39	13	the	the	DET
spir-8841	39	14	ratio	ratio	NOUN
spir-8841	39	15	of	of	ADP
spir-8841	39	16	average	average	ADJ
spir-8841	39	17	tweets	tweet	NOUN
spir-8841	39	18	over	over	ADP
spir-8841	39	19	average	average	ADJ
spir-8841	39	20	audience	audience	NOUN
spir-8841	39	21	of	of	ADP
spir-8841	39	22	a	a	DET
spir-8841	39	23	specific	specific	ADJ
spir-8841	39	24	program	program	NOUN
spir-8841	39	25	.	.	PUNCT
spir-8841	40	1	this	this	DET
spir-8841	40	2	variable	variable	NOUN
spir-8841	40	3	should	should	AUX
spir-8841	40	4	therefore	therefore	ADV
spir-8841	40	5	measure	measure	VERB
spir-8841	40	6	the	the	DET
spir-8841	40	7	inclination	inclination	NOUN
spir-8841	40	8	of	of	ADP
spir-8841	40	9	the	the	DET
spir-8841	40	10	audience	audience	NOUN
spir-8841	40	11	of	of	ADP
spir-8841	40	12	a	a	DET
spir-8841	40	13	show	show	NOUN
spir-8841	40	14	to	to	PART
spir-8841	40	15	be	be	AUX
spir-8841	40	16	active	active	ADJ
spir-8841	40	17	on	on	ADP
spir-8841	40	18	twitter	twitter	NOUN
spir-8841	40	19	.	.	PUNCT
spir-8841	41	1	audience	audience	NOUN
spir-8841	41	2	and	and	CCONJ
spir-8841	41	3	average	average	ADJ
spir-8841	41	4	tweet	tweet	NOUN
spir-8841	41	5	volume	volume	NOUN
spir-8841	41	6	was	be	AUX
spir-8841	41	7	then	then	ADV
spir-8841	41	8	normalized	normalize	VERB
spir-8841	41	9	,	,	PUNCT
spir-8841	41	10	by	by	ADP
spir-8841	41	11	applying	apply	VERB
spir-8841	41	12	a	a	DET
spir-8841	41	13	logarithmic	logarithmic	ADJ
spir-8841	41	14	transformation	transformation	NOUN
spir-8841	41	15	,	,	PUNCT
spir-8841	41	16	in	in	ADP
spir-8841	41	17	order	order	NOUN
spir-8841	41	18	to	to	PART
spir-8841	41	19	make	make	VERB
spir-8841	41	20	this	this	DET
spir-8841	41	21	variable	variable	NOUN
spir-8841	41	22	suitable	suitable	ADJ
spir-8841	41	23	for	for	ADP
spir-8841	41	24	statistical	statistical	ADJ
spir-8841	41	25	analysis	analysis	NOUN
spir-8841	41	26	and	and	CCONJ
spir-8841	41	27	regression	regression	NOUN
spir-8841	41	28	modeling	modeling	NOUN
spir-8841	41	29	.	.	PUNCT
spir-8841	42	1	both	both	DET
spir-8841	42	2	raw	raw	ADJ
spir-8841	42	3	average	average	ADJ
spir-8841	42	4	tweet	tweet	NOUN
spir-8841	42	5	volume	volume	NOUN
spir-8841	42	6	(	(	PUNCT
spir-8841	42	7	r=0.805	r=0.805	NOUN
spir-8841	42	8	)	)	PUNCT
spir-8841	42	9	and	and	CCONJ
spir-8841	42	10	tpm	tpm	PROPN
spir-8841	42	11	(	(	PUNCT
spir-8841	42	12	r=0.863	r=0.863	NOUN
spir-8841	42	13	)	)	PUNCT
spir-8841	42	14	appear	appear	VERB
spir-8841	42	15	to	to	PART
spir-8841	42	16	be	be	AUX
spir-8841	42	17	significantly	significantly	ADV
spir-8841	42	18	correlated	correlate	VERB
spir-8841	42	19	with	with	ADP
spir-8841	42	20	the	the	DET
spir-8841	42	21	audience	audience	NOUN
spir-8841	42	22	of	of	ADP
spir-8841	42	23	the	the	DET
spir-8841	42	24	episode	episode	NOUN
spir-8841	42	25	(	(	PUNCT
spir-8841	42	26	figure	figure	NOUN
spir-8841	42	27	1	1	NUM
spir-8841	42	28	)	)	PUNCT
spir-8841	42	29	.	.	PUNCT
spir-8841	43	1	selected	select	VERB
spir-8841	43	2	papers	paper	NOUN
spir-8841	43	3	of	of	ADP
spir-8841	43	4	internet	internet	NOUN
spir-8841	43	5	research	research	NOUN
spir-8841	43	6	14.0	14.0	NUM
spir-8841	43	7	,	,	PUNCT
spir-8841	43	8	2013	2013	NUM
spir-8841	43	9	:	:	PUNCT
spir-8841	43	10	denver	denver	PROPN
spir-8841	43	11	,	,	PUNCT
spir-8841	43	12	usa	usa	PROPN
spir-8841	43	13	3	3	NUM
spir-8841	43	14	figure	figure	NOUN
spir-8841	43	15	1	1	NUM
spir-8841	43	16	:	:	PUNCT
spir-8841	43	17	scatterplots	scatterplot	NOUN
spir-8841	43	18	demonstrating	demonstrate	VERB
spir-8841	43	19	the	the	DET
spir-8841	43	20	level	level	NOUN
spir-8841	43	21	of	of	ADP
spir-8841	43	22	correlation	correlation	NOUN
spir-8841	43	23	between	between	ADP
spir-8841	43	24	episode	episode	NOUN
spir-8841	43	25	average	average	ADJ
spir-8841	43	26	tweet	tweet	NOUN
spir-8841	43	27	,	,	PUNCT
spir-8841	43	28	tpm	tpm	PROPN
spir-8841	43	29	and	and	CCONJ
spir-8841	43	30	audience	audience	NOUN
spir-8841	43	31	.	.	PUNCT
spir-8841	44	1	in	in	ADP
spir-8841	44	2	order	order	NOUN
spir-8841	44	3	to	to	PART
spir-8841	44	4	identify	identify	VERB
spir-8841	44	5	key	key	ADJ
spir-8841	44	6	moments	moment	NOUN
spir-8841	44	7	in	in	ADP
spir-8841	44	8	the	the	DET
spir-8841	44	9	season	season	NOUN
spir-8841	44	10	,	,	PUNCT
spir-8841	44	11	we	we	PRON
spir-8841	44	12	grouped	group	VERB
spir-8841	44	13	similar	similar	ADJ
spir-8841	44	14	episodes	episode	NOUN
spir-8841	44	15	applying	apply	VERB
spir-8841	44	16	first	first	ADV
spir-8841	44	17	a	a	DET
spir-8841	44	18	hierarchical	hierarchical	ADJ
spir-8841	44	19	(	(	PUNCT
spir-8841	44	20	in	in	ADP
spir-8841	44	21	order	order	NOUN
spir-8841	44	22	to	to	PART
spir-8841	44	23	detect	detect	VERB
spir-8841	44	24	the	the	DET
spir-8841	44	25	number	number	NOUN
spir-8841	44	26	of	of	ADP
spir-8841	44	27	clusters	cluster	NOUN
spir-8841	44	28	)	)	PUNCT
spir-8841	44	29	and	and	CCONJ
spir-8841	44	30	finally	finally	ADV
spir-8841	44	31	a	a	DET
spir-8841	44	32	kmeans	kmeans	PROPN
spir-8841	44	33	cluster	cluster	NOUN
spir-8841	44	34	analysis	analysis	NOUN
spir-8841	44	35	(	(	PUNCT
spir-8841	44	36	figure	figure	NOUN
spir-8841	44	37	2	2	NUM
spir-8841	44	38	)	)	PUNCT
spir-8841	44	39	.	.	PUNCT
spir-8841	45	1	figure	figure	VERB
spir-8841	45	2	2	2	NUM
spir-8841	45	3	:	:	PUNCT
spir-8841	45	4	groups	group	NOUN
spir-8841	45	5	of	of	ADP
spir-8841	45	6	similar	similar	ADJ
spir-8841	45	7	episodes	episode	NOUN
spir-8841	45	8	identified	identify	VERB
spir-8841	45	9	with	with	ADP
spir-8841	45	10	cluster	cluster	NOUN
spir-8841	45	11	analysis	analysis	NOUN
spir-8841	45	12	.	.	PUNCT
spir-8841	46	1	focusing	focus	VERB
spir-8841	46	2	on	on	ADP
spir-8841	46	3	the	the	DET
spir-8841	46	4	“	"	PUNCT
spir-8841	46	5	high	high	ADJ
spir-8841	46	6	-	-	PUNCT
spir-8841	46	7	activity	activity	NOUN
spir-8841	46	8	”	"	PUNCT
spir-8841	46	9	cluster	cluster	NOUN
spir-8841	46	10	in	in	ADP
spir-8841	46	11	the	the	DET
spir-8841	46	12	top	top	ADJ
spir-8841	46	13	right	right	NOUN
spir-8841	46	14	of	of	ADP
spir-8841	46	15	the	the	DET
spir-8841	46	16	chart	chart	NOUN
spir-8841	46	17	represented	represent	VERB
spir-8841	46	18	in	in	ADP
spir-8841	46	19	figure	figure	NOUN
spir-8841	46	20	2	2	NUM
spir-8841	46	21	,	,	PUNCT
spir-8841	46	22	we	we	PRON
spir-8841	46	23	identified	identify	VERB
spir-8841	46	24	key	key	ADJ
spir-8841	46	25	moments	moment	NOUN
spir-8841	46	26	in	in	ADP
spir-8841	46	27	the	the	DET
spir-8841	46	28	tv	tv	NOUN
spir-8841	46	29	season	season	NOUN
spir-8841	46	30	(	(	PUNCT
spir-8841	46	31	figure	figure	NOUN
spir-8841	46	32	3	3	NUM
spir-8841	46	33	)	)	PUNCT
spir-8841	46	34	.	.	PUNCT
spir-8841	47	1	selected	select	VERB
spir-8841	47	2	papers	paper	NOUN
spir-8841	47	3	of	of	ADP
spir-8841	47	4	internet	internet	NOUN
spir-8841	47	5	research	research	NOUN
spir-8841	47	6	14.0	14.0	NUM
spir-8841	47	7	,	,	PUNCT
spir-8841	47	8	2013	2013	NUM
spir-8841	47	9	:	:	PUNCT
spir-8841	47	10	denver	denver	PROPN
spir-8841	47	11	,	,	PUNCT
spir-8841	47	12	usa	usa	PROPN
spir-8841	47	13	4	4	NUM
spir-8841	47	14	figure	figure	NOUN
spir-8841	47	15	3	3	NUM
spir-8841	47	16	:	:	PUNCT
spir-8841	47	17	most	most	ADJ
spir-8841	47	18	of	of	ADP
spir-8841	47	19	the	the	DET
spir-8841	47	20	episodes	episode	NOUN
spir-8841	47	21	in	in	ADP
spir-8841	47	22	the	the	DET
spir-8841	47	23	“	"	PUNCT
spir-8841	47	24	high	high	ADJ
spir-8841	47	25	activity	activity	NOUN
spir-8841	47	26	cluster	cluster	NOUN
spir-8841	47	27	”	"	PUNCT
spir-8841	47	28	share	share	VERB
spir-8841	47	29	a	a	DET
spir-8841	47	30	common	common	ADJ
spir-8841	47	31	denominator	denominator	NOUN
spir-8841	47	32	in	in	ADP
spir-8841	47	33	the	the	DET
spir-8841	47	34	presence	presence	NOUN
spir-8841	47	35	of	of	ADP
spir-8841	47	36	a	a	DET
spir-8841	47	37	silvio	silvio	NOUN
spir-8841	47	38	berlusconi	berlusconi	NOUN
spir-8841	47	39	as	as	ADP
spir-8841	47	40	a	a	DET
spir-8841	47	41	guest	guest	NOUN
spir-8841	47	42	of	of	ADP
spir-8841	47	43	the	the	DET
spir-8841	47	44	show	show	NOUN
spir-8841	47	45	.	.	PUNCT
spir-8841	48	1	the	the	DET
spir-8841	48	2	average	average	ADJ
spir-8841	48	3	audience	audience	NOUN
spir-8841	48	4	of	of	ADP
spir-8841	48	5	the	the	DET
spir-8841	48	6	10	10	NUM
spir-8841	48	7	episodes	episode	NOUN
spir-8841	48	8	in	in	ADP
spir-8841	48	9	the	the	DET
spir-8841	48	10	“	"	PUNCT
spir-8841	48	11	high	high	ADJ
spir-8841	48	12	activity	activity	NOUN
spir-8841	48	13	”	"	PUNCT
spir-8841	48	14	cluster	cluster	NOUN
spir-8841	48	15	range	range	NOUN
spir-8841	48	16	from	from	ADP
spir-8841	48	17	a	a	DET
spir-8841	48	18	minimum	minimum	NOUN
spir-8841	48	19	of	of	ADP
spir-8841	48	20	1,968,000	1,968,000	NUM
spir-8841	48	21	to	to	ADP
spir-8841	48	22	a	a	DET
spir-8841	48	23	maximum	maximum	NOUN
spir-8841	48	24	of	of	ADP
spir-8841	48	25	8,670,000	8,670,000	NUM
spir-8841	48	26	(	(	PUNCT
spir-8841	48	27	mean=4,180,933	mean=4,180,933	NOUN
spir-8841	48	28	)	)	PUNCT
spir-8841	48	29	.	.	PUNCT
spir-8841	49	1	a	a	DET
spir-8841	49	2	first	first	ADJ
spir-8841	49	3	look	look	NOUN
spir-8841	49	4	at	at	ADP
spir-8841	49	5	this	this	DET
spir-8841	49	6	cluster	cluster	NOUN
spir-8841	49	7	clearly	clearly	ADV
spir-8841	49	8	pinpoint	pinpoint	VERB
spir-8841	49	9	the	the	DET
spir-8841	49	10	presence	presence	NOUN
spir-8841	49	11	of	of	ADP
spir-8841	49	12	silvio	silvio	NOUN
spir-8841	49	13	berlusconi	berlusconi	PROPN
spir-8841	49	14	(	(	PUNCT
spir-8841	49	15	he	he	PRON
spir-8841	49	16	was	be	AUX
spir-8841	49	17	a	a	DET
spir-8841	49	18	guest	guest	NOUN
spir-8841	49	19	in	in	ADP
spir-8841	49	20	four	four	NUM
spir-8841	49	21	of	of	ADP
spir-8841	49	22	the	the	DET
spir-8841	49	23	top	top	ADJ
spir-8841	49	24	five	five	NUM
spir-8841	49	25	episodes	episode	NOUN
spir-8841	49	26	)	)	PUNCT
spir-8841	49	27	,	,	PUNCT
spir-8841	49	28	as	as	ADP
spir-8841	49	29	a	a	DET
spir-8841	49	30	common	common	ADJ
spir-8841	49	31	denominator	denominator	NOUN
spir-8841	49	32	of	of	ADP
spir-8841	49	33	this	this	DET
spir-8841	49	34	group	group	NOUN
spir-8841	49	35	of	of	ADP
spir-8841	49	36	episodes	episode	NOUN
spir-8841	49	37	.	.	PUNCT
spir-8841	50	1	clustering	cluster	VERB
spir-8841	50	2	algorithms	algorithm	NOUN
spir-8841	50	3	can	can	AUX
spir-8841	50	4	therefore	therefore	ADV
spir-8841	50	5	successfully	successfully	ADV
spir-8841	50	6	be	be	AUX
spir-8841	50	7	used	use	VERB
spir-8841	50	8	to	to	PART
spir-8841	50	9	identify	identify	VERB
spir-8841	50	10	key	key	ADJ
spir-8841	50	11	moments	moment	NOUN
spir-8841	50	12	in	in	ADP
spir-8841	50	13	the	the	DET
spir-8841	50	14	dataset	dataset	NOUN
spir-8841	50	15	.	.	PUNCT
spir-8841	51	1	for	for	ADP
spir-8841	51	2	a	a	DET
spir-8841	51	3	deeper	deep	ADJ
spir-8841	51	4	understanding	understanding	NOUN
spir-8841	51	5	of	of	ADP
spir-8841	51	6	social	social	ADJ
spir-8841	51	7	dynamics	dynamic	NOUN
spir-8841	51	8	behind	behind	ADP
spir-8841	51	9	user	user	NOUN
spir-8841	51	10	’s	’s	PART
spir-8841	51	11	behaviour	behaviour	NOUN
spir-8841	51	12	on	on	ADP
spir-8841	51	13	twitter	twitter	NOUN
spir-8841	51	14	,	,	PUNCT
spir-8841	51	15	a	a	DET
spir-8841	51	16	form	form	NOUN
spir-8841	51	17	of	of	ADP
spir-8841	51	18	content	content	NOUN
spir-8841	51	19	or	or	CCONJ
spir-8841	51	20	discourse	discourse	VERB
spir-8841	51	21	analysis	analysis	NOUN
spir-8841	51	22	of	of	ADP
spir-8841	51	23	this	this	DET
spir-8841	51	24	moment	moment	NOUN
spir-8841	51	25	is	be	AUX
spir-8841	51	26	needed	need	VERB
spir-8841	51	27	.	.	PUNCT
spir-8841	52	1	while	while	SCONJ
spir-8841	52	2	automatic	automatic	ADJ
spir-8841	52	3	and	and	CCONJ
spir-8841	52	4	semi	semi	ADJ
spir-8841	52	5	-	-	ADJ
spir-8841	52	6	automatic	automatic	ADJ
spir-8841	52	7	algorithms	algorithms	NOUN
spir-8841	52	8	aimed	aim	VERB
spir-8841	52	9	at	at	ADP
spir-8841	52	10	categorizing	categorize	VERB
spir-8841	52	11	/	/	SYM
spir-8841	52	12	code	code	NOUN
spir-8841	52	13	contents	content	NOUN
spir-8841	52	14	are	be	AUX
spir-8841	52	15	improving	improve	VERB
spir-8841	52	16	,	,	PUNCT
spir-8841	52	17	manual	manual	ADJ
spir-8841	52	18	coding	coding	NOUN
spir-8841	52	19	is	be	AUX
spir-8841	52	20	still	still	ADV
spir-8841	52	21	researchers	researcher	NOUN
spir-8841	52	22	’	'	PUNCT
spir-8841	52	23	favourite	favourite	ADJ
spir-8841	52	24	option	option	NOUN
spir-8841	52	25	in	in	ADP
spir-8841	52	26	humanities	humanity	NOUN
spir-8841	52	27	.	.	PUNCT
spir-8841	53	1	however	however	ADV
spir-8841	53	2	the	the	DET
spir-8841	53	3	amount	amount	NOUN
spir-8841	53	4	of	of	ADP
spir-8841	53	5	data	datum	NOUN
spir-8841	53	6	easily	easily	ADV
spir-8841	53	7	collectable	collectable	ADJ
spir-8841	53	8	today	today	NOUN
spir-8841	53	9	via	via	ADP
spir-8841	53	10	social	social	ADJ
spir-8841	53	11	media	medium	NOUN
spir-8841	53	12	,	,	PUNCT
spir-8841	53	13	call	call	VERB
spir-8841	53	14	for	for	ADP
spir-8841	53	15	techniques	technique	NOUN
spir-8841	53	16	,	,	PUNCT
spir-8841	53	17	different	different	ADJ
spir-8841	53	18	from	from	ADP
spir-8841	53	19	traditional	traditional	ADJ
spir-8841	53	20	sampling	sampling	NOUN
spir-8841	53	21	strategies	strategy	NOUN
spir-8841	53	22	that	that	PRON
spir-8841	53	23	,	,	PUNCT
spir-8841	53	24	traditionally	traditionally	ADV
spir-8841	53	25	,	,	PUNCT
spir-8841	53	26	could	could	AUX
spir-8841	53	27	successfully	successfully	ADV
spir-8841	53	28	applied	apply	VERB
spir-8841	53	29	to	to	ADP
spir-8841	53	30	normally	normally	ADV
spir-8841	53	31	distributed	distribute	VERB
spir-8841	53	32	variables	variable	NOUN
spir-8841	53	33	.	.	PUNCT
spir-8841	54	1	the	the	DET
spir-8841	54	2	tweets	tweet	NOUN
spir-8841	54	3	published	publish	VERB
spir-8841	54	4	during	during	ADP
spir-8841	54	5	key	key	ADJ
spir-8841	54	6	moments	moment	NOUN
spir-8841	54	7	will	will	AUX
spir-8841	54	8	be	be	AUX
spir-8841	54	9	therefore	therefore	ADV
spir-8841	54	10	manually	manually	ADV
spir-8841	54	11	coded	code	VERB
spir-8841	54	12	.	.	PUNCT
spir-8841	55	1	the	the	DET
spir-8841	55	2	code	code	NOUN
spir-8841	55	3	matrix	matrix	NOUN
spir-8841	55	4	is	be	AUX
spir-8841	55	5	developed	develop	VERB
spir-8841	55	6	with	with	ADP
spir-8841	55	7	the	the	DET
spir-8841	55	8	aim	aim	NOUN
spir-8841	55	9	of	of	ADP
spir-8841	55	10	mapping	map	VERB
spir-8841	55	11	different	different	ADJ
spir-8841	55	12	twitter	twitter	NOUN
spir-8841	55	13	activities	activity	NOUN
spir-8841	55	14	(	(	PUNCT
spir-8841	55	15	read	read	VERB
spir-8841	55	16	,	,	PUNCT
spir-8841	55	17	retweet	retweet	PROPN
spir-8841	55	18	,	,	PUNCT
spir-8841	55	19	reply	reply	NOUN
spir-8841	55	20	,	,	PUNCT
spir-8841	55	21	original	original	ADJ
spir-8841	55	22	tweet	tweet	NOUN
spir-8841	55	23	)	)	PUNCT
spir-8841	55	24	on	on	ADP
spir-8841	55	25	the	the	DET
spir-8841	55	26	scale	scale	NOUN
spir-8841	55	27	of	of	ADP
spir-8841	55	28	three	three	NUM
spir-8841	55	29	level	level	NOUN
spir-8841	55	30	of	of	ADP
spir-8841	55	31	participation	participation	NOUN
spir-8841	55	32	(	(	PUNCT
spir-8841	55	33	access	access	NOUN
spir-8841	55	34	,	,	PUNCT
spir-8841	55	35	interaction	interaction	NOUN
spir-8841	55	36	and	and	CCONJ
spir-8841	55	37	participation	participation	NOUN
spir-8841	55	38	)	)	PUNCT
spir-8841	55	39	developed	develop	VERB
spir-8841	55	40	by	by	ADP
spir-8841	55	41	carpentier	carpentier	NOUN
spir-8841	55	42	(	(	PUNCT
spir-8841	55	43	2011	2011	NUM
spir-8841	55	44	)	)	PUNCT
spir-8841	55	45	.	.	PUNCT
spir-8841	56	1	the	the	DET
spir-8841	56	2	aim	aim	NOUN
spir-8841	56	3	is	be	AUX
spir-8841	56	4	to	to	PART
spir-8841	56	5	focus	focus	VERB
spir-8841	56	6	on	on	ADP
spir-8841	56	7	the	the	DET
spir-8841	56	8	ongoing	ongoing	ADJ
spir-8841	56	9	“	"	PUNCT
spir-8841	56	10	power	power	NOUN
spir-8841	56	11	struggle	struggle	NOUN
spir-8841	56	12	”	"	PUNCT
spir-8841	56	13	between	between	ADP
spir-8841	56	14	authors	author	NOUN
spir-8841	56	15	of	of	ADP
spir-8841	56	16	the	the	DET
spir-8841	56	17	show	show	NOUN
spir-8841	56	18	and	and	CCONJ
spir-8841	56	19	active	active	ADJ
spir-8841	56	20	audiences	audience	NOUN
spir-8841	56	21	that	that	PRON
spir-8841	56	22	will	will	AUX
spir-8841	56	23	leads	lead	VERB
spir-8841	56	24	to	to	ADP
spir-8841	56	25	new	new	ADJ
spir-8841	56	26	and	and	CCONJ
spir-8841	56	27	more	more	ADV
spir-8841	56	28	flexible	flexible	ADJ
spir-8841	56	29	tv	tv	NOUN
spir-8841	56	30	formats	format	NOUN
spir-8841	56	31	.	.	PUNCT
spir-8841	57	1	note	note	VERB
spir-8841	57	2	all	all	DET
spir-8841	57	3	the	the	DET
spir-8841	57	4	data	datum	NOUN
spir-8841	57	5	in	in	ADP
spir-8841	57	6	the	the	DET
spir-8841	57	7	abstract	abstract	NOUN
spir-8841	57	8	is	be	AUX
spir-8841	57	9	updated	update	VERB
spir-8841	57	10	at	at	ADP
spir-8841	57	11	the	the	DET
spir-8841	57	12	time	time	NOUN
spir-8841	57	13	of	of	ADP
spir-8841	57	14	writing	writing	NOUN
spir-8841	57	15	.	.	PUNCT
spir-8841	58	1	the	the	DET
spir-8841	58	2	dataset	dataset	NOUN
spir-8841	58	3	collection	collection	NOUN
spir-8841	58	4	is	be	AUX
spir-8841	58	5	in	in	ADP
spir-8841	58	6	progress	progress	NOUN
spir-8841	58	7	and	and	CCONJ
spir-8841	58	8	will	will	AUX
spir-8841	58	9	stop	stop	VERB
spir-8841	58	10	in	in	ADP
spir-8841	58	11	june	june	PROPN
spir-8841	58	12	2013	2013	NUM
spir-8841	58	13	.	.	PUNCT
spir-8841	59	1	references	reference	NOUN
spir-8841	59	2	boyd	boyd	PROPN
spir-8841	59	3	,	,	PUNCT
spir-8841	59	4	danah	danah	PROPN
spir-8841	59	5	.	.	PUNCT
spir-8841	59	6	(	(	PUNCT
spir-8841	59	7	2008	2008	NUM
spir-8841	59	8	)	)	PUNCT
spir-8841	59	9	.	.	PUNCT
spir-8841	60	1	taken	take	VERB
spir-8841	60	2	ouf	ouf	NOUN
spir-8841	60	3	of	of	ADP
spir-8841	60	4	context	context	NOUN
spir-8841	60	5	:	:	PUNCT
spir-8841	60	6	american	american	ADJ
spir-8841	60	7	teen	teen	NOUN
spir-8841	60	8	sociality	sociality	NOUN
spir-8841	60	9	in	in	ADP
spir-8841	60	10	networked	networked	ADJ
spir-8841	60	11	publics	public	NOUN
spir-8841	60	12	.	.	PUNCT
spir-8841	61	1	university	university	PROPN
spir-8841	61	2	of	of	ADP
spir-8841	61	3	california	california	PROPN
spir-8841	61	4	,	,	PUNCT
spir-8841	61	5	berkeley	berkeley	PROPN
spir-8841	61	6	.	.	PUNCT
spir-8841	62	1	retrieved	retrieve	VERB
spir-8841	62	2	from	from	ADP
spir-8841	62	3	http://www.danah.org/papers/takenoutofcontext.pdf	http://www.danah.org/papers/takenoutofcontext.pdf	PROPN
spir-8841	62	4	carpentier	carpentier	NOUN
spir-8841	62	5	,	,	PUNCT
spir-8841	62	6	n.	n.	NOUN
spir-8841	62	7	(	(	PUNCT
spir-8841	62	8	2011	2011	NUM
spir-8841	62	9	)	)	PUNCT
spir-8841	62	10	.	.	PUNCT
spir-8841	63	1	media	medium	NOUN
spir-8841	63	2	and	and	CCONJ
spir-8841	63	3	participation	participation	NOUN
spir-8841	63	4	.	.	PUNCT
spir-8841	64	1	bristol	bristol	NOUN
spir-8841	64	2	:	:	PUNCT
spir-8841	64	3	intellect	intellect	NOUN
spir-8841	64	4	.	.	PUNCT
spir-8841	65	1	giglietto	giglietto	PROPN
spir-8841	65	2	,	,	PUNCT
spir-8841	65	3	f.	f.	PROPN
spir-8841	65	4	(	(	PUNCT
spir-8841	65	5	2009	2009	NUM
spir-8841	65	6	)	)	PUNCT
spir-8841	65	7	.	.	PUNCT
spir-8841	66	1	social	social	ADJ
spir-8841	66	2	semantics	semantic	NOUN
spir-8841	66	3	in	in	ADP
spir-8841	66	4	a	a	DET
spir-8841	66	5	networked	networked	ADJ
spir-8841	66	6	space	space	NOUN
spir-8841	66	7	.	.	PUNCT
spir-8841	67	1	new	new	ADJ
spir-8841	67	2	perspectives	perspective	NOUN
spir-8841	67	3	for	for	ADP
spir-8841	67	4	social	social	ADJ
spir-8841	67	5	science	science	NOUN
spir-8841	67	6	.	.	PUNCT
spir-8841	68	1	in	in	ADP
spir-8841	68	2	j.	j.	PROPN
spir-8841	68	3	m.	m.	PROPN
spir-8841	68	4	aguado	aguado	PROPN
spir-8841	68	5	,	,	PUNCT
spir-8841	68	6	b.	b.	PROPN
spir-8841	68	7	scott	scott	PROPN
spir-8841	68	8	,	,	PUNCT
spir-8841	68	9	&	&	CCONJ
spir-8841	68	10	e.	e.	PROPN
spir-8841	68	11	buchinger	buchinger	PROPN
spir-8841	68	12	(	(	PUNCT
spir-8841	68	13	eds	ed	NOUN
spir-8841	68	14	.	.	PUNCT
spir-8841	68	15	)	)	PUNCT
spir-8841	68	16	,	,	PUNCT
spir-8841	68	17	technology	technology	NOUN
spir-8841	68	18	and	and	CCONJ
spir-8841	68	19	social	social	ADJ
spir-8841	68	20	complexity	complexity	NOUN
spir-8841	68	21	.	.	PUNCT
spir-8841	69	1	murcia	murcia	PROPN
spir-8841	69	2	:	:	PUNCT
spir-8841	69	3	university	university	NOUN
spir-8841	69	4	of	of	ADP
spir-8841	69	5	murcia	murcia	PROPN
spir-8841	69	6	press	press	NOUN
spir-8841	69	7	.	.	PUNCT
spir-8841	70	1	google	google	PROPN
spir-8841	70	2	.	.	PUNCT
spir-8841	71	1	(	(	PUNCT
spir-8841	71	2	2012	2012	NUM
spir-8841	71	3	)	)	PUNCT
spir-8841	71	4	.	.	PUNCT
spir-8841	72	1	the	the	DET
spir-8841	72	2	new	new	ADJ
spir-8841	72	3	multi	multi	ADJ
spir-8841	72	4	-	-	ADJ
spir-8841	72	5	screen	screen	ADJ
spir-8841	72	6	world	world	NOUN
spir-8841	72	7	:	:	PUNCT
spir-8841	72	8	understanding	understand	VERB
spir-8841	72	9	cross	cross	ADJ
spir-8841	72	10	-	-	ADJ
spir-8841	72	11	platform	platform	ADJ
spir-8841	72	12	consumer	consumer	NOUN
spir-8841	72	13	behavior	behavior	NOUN
spir-8841	72	14	(	(	PUNCT
spir-8841	72	15	p.	p.	NOUN
spir-8841	72	16	46	46	NUM
spir-8841	72	17	)	)	PUNCT
spir-8841	72	18	.	.	PUNCT
spir-8841	73	1	mountain	mountain	NOUN
spir-8841	73	2	view	view	NOUN
spir-8841	73	3	,	,	PUNCT
spir-8841	73	4	ca	can	AUX
spir-8841	73	5	.	.	PUNCT
spir-8841	73	6	retrieved	retrieve	VERB
spir-8841	73	7	from	from	ADP
spir-8841	73	8	http://www.thinkwithgoogle.com/insights/library/studies/the-newmulti-screen-world-study/	http://www.thinkwithgoogle.com/insights/library/studies/the-newmulti-screen-world-study/	PROPN
spir-8841	73	9	selected	select	VERB
spir-8841	73	10	papers	paper	NOUN
spir-8841	73	11	of	of	ADP
spir-8841	73	12	internet	internet	NOUN
spir-8841	73	13	research	research	NOUN
spir-8841	73	14	14.0	14.0	NUM
spir-8841	73	15	,	,	PUNCT
spir-8841	73	16	2013	2013	NUM
spir-8841	73	17	:	:	PUNCT
spir-8841	73	18	denver	denver	PROPN
spir-8841	73	19	,	,	PUNCT
spir-8841	73	20	usa	usa	PROPN
spir-8841	73	21	5	5	NUM
spir-8841	73	22	graver	graver	PROPN
spir-8841	73	23	,	,	PUNCT
spir-8841	73	24	f.	f.	PROPN
spir-8841	73	25	(	(	PUNCT
spir-8841	73	26	2012	2012	NUM
spir-8841	73	27	)	)	PUNCT
spir-8841	73	28	.	.	PUNCT
spir-8841	74	1	90	90	NUM
spir-8841	74	2	days	day	NOUN
spir-8841	74	3	at	at	ADP
spir-8841	74	4	twitter	twitter	NOUN
spir-8841	74	5	what	what	PRON
spir-8841	74	6	i	i	PRON
spir-8841	74	7	learned	learn	VERB
spir-8841	74	8	from	from	ADP
spir-8841	74	9	the	the	DET
spir-8841	74	10	inside	inside	NOUN
spir-8841	74	11	.	.	PUNCT
spir-8841	75	1	ad	ad	NOUN
spir-8841	75	2	age	age	NOUN
spir-8841	75	3	social	social	ADJ
spir-8841	75	4	engagement	engagement	NOUN
spir-8841	75	5	/	/	SYM
spir-8841	75	6	social	social	ADJ
spir-8841	75	7	tv	tv	NOUN
spir-8841	75	8	conference	conference	NOUN
spir-8841	75	9	.	.	PUNCT
spir-8841	76	1	los	los	PROPN
spir-8841	76	2	angeles	angeles	PROPN
spir-8841	76	3	.	.	PUNCT
spir-8841	77	1	katz	katz	PROPN
spir-8841	77	2	,	,	PUNCT
spir-8841	77	3	e.	e.	PROPN
spir-8841	77	4	,	,	PUNCT
spir-8841	77	5	&	&	CCONJ
spir-8841	77	6	lazarsfeld	lazarsfeld	PROPN
spir-8841	77	7	,	,	PUNCT
spir-8841	77	8	p.	p.	PROPN
spir-8841	77	9	f.	f.	PROPN
spir-8841	77	10	(	(	PUNCT
spir-8841	77	11	1955	1955	NUM
spir-8841	77	12	)	)	PUNCT
spir-8841	77	13	.	.	PUNCT
spir-8841	78	1	personal	personal	ADJ
spir-8841	78	2	influence	influence	NOUN
spir-8841	78	3	the	the	DET
spir-8841	78	4	part	part	NOUN
spir-8841	78	5	played	play	VERB
spir-8841	78	6	by	by	ADP
spir-8841	78	7	people	people	NOUN
spir-8841	78	8	in	in	ADP
spir-8841	78	9	the	the	DET
spir-8841	78	10	flow	flow	NOUN
spir-8841	78	11	of	of	ADP
spir-8841	78	12	mass	mass	ADJ
spir-8841	78	13	communications	communication	NOUN
spir-8841	78	14	,	,	PUNCT
spir-8841	78	15	.	.	PUNCT
spir-8841	79	1	glencoe	glencoe	PROPN
spir-8841	79	2	ill	ill	PROPN
spir-8841	79	3	.	.	PUNCT
spir-8841	79	4	:	:	PUNCT
spir-8841	80	1	free	free	ADJ
spir-8841	80	2	press	press	NOUN
spir-8841	80	3	.	.	PUNCT
spir-8841	81	1	retrieved	retrieve	VERB
spir-8841	81	2	from	from	ADP
spir-8841	81	3	http://www.worldcat.org/title/personalinfluence-the-part-played-by-people-in-the-flow-of-mass-communications/oclc/657191	http://www.worldcat.org/title/personalinfluence-the-part-played-by-people-in-the-flow-of-mass-communications/oclc/657191	NOUN
spir-8841	81	4	mazzoli	mazzoli	PROPN
spir-8841	81	5	,	,	PUNCT
spir-8841	81	6	l.	l.	PROPN
spir-8841	81	7	,	,	PUNCT
spir-8841	81	8	&	&	CCONJ
spir-8841	81	9	giglietto	giglietto	PROPN
spir-8841	81	10	,	,	PUNCT
spir-8841	81	11	f.	f.	PROPN
spir-8841	81	12	(	(	PUNCT
spir-8841	81	13	2013	2013	NUM
spir-8841	81	14	)	)	PUNCT
spir-8841	81	15	.	.	PUNCT
spir-8841	82	1	social	social	ADJ
spir-8841	82	2	systems	system	NOUN
spir-8841	82	3	from	from	ADP
spir-8841	82	4	simulation	simulation	NOUN
spir-8841	82	5	to	to	ADP
spir-8841	82	6	observation	observation	NOUN
spir-8841	82	7	.	.	PUNCT
spir-8841	83	1	epistemologia	epistemologia	NOUN
spir-8841	83	2	,	,	PUNCT
spir-8841	83	3	3(1	3(1	NUM
spir-8841	83	4	)	)	PUNCT
spir-8841	83	5	.	.	PUNCT
spir-8841	84	1	nielsen	nielsen	PROPN
spir-8841	84	2	.	.	PUNCT
spir-8841	85	1	(	(	PUNCT
spir-8841	85	2	2009	2009	NUM
spir-8841	85	3	)	)	PUNCT
spir-8841	85	4	.	.	PUNCT
spir-8841	86	1	three	three	NUM
spir-8841	86	2	screen	screen	NOUN
spir-8841	86	3	report	report	NOUN
spir-8841	86	4	:	:	PUNCT
spir-8841	86	5	media	medium	NOUN
spir-8841	86	6	consumption	consumption	NOUN
spir-8841	86	7	and	and	CCONJ
spir-8841	86	8	multi	multi	ADJ
spir-8841	86	9	-	-	ADJ
spir-8841	86	10	tasking	tasking	ADJ
spir-8841	86	11	continue	continue	VERB
spir-8841	86	12	to	to	PART
spir-8841	86	13	increase	increase	VERB
spir-8841	86	14	across	across	ADP
spir-8841	86	15	tv	tv	NOUN
spir-8841	86	16	,	,	PUNCT
spir-8841	86	17	internet	internet	NOUN
spir-8841	86	18	,	,	PUNCT
spir-8841	86	19	and	and	CCONJ
spir-8841	86	20	mobile	mobile	ADJ
spir-8841	86	21	|	|	PROPN
spir-8841	86	22	nielsen	nielsen	PROPN
spir-8841	86	23	wire	wire	PROPN
spir-8841	86	24	.	.	PUNCT
spir-8841	87	1	retrieved	retrieve	VERB
spir-8841	87	2	from	from	ADP
spir-8841	87	3	http://blog.nielsen.com/nielsenwire/wpcontent/uploads/2009/09/threescreenreport_us_2q09rev.pdf	http://blog.nielsen.com/nielsenwire/wpcontent/uploads/2009/09/threescreenreport_us_2q09rev.pdf	PROPN
spir-8841	87	4	nielsen	nielsen	PROPN
spir-8841	87	5	.	.	PUNCT
spir-8841	88	1	(	(	PUNCT
spir-8841	88	2	2012a	2012a	NUM
spir-8841	88	3	)	)	PUNCT
spir-8841	88	4	.	.	PUNCT
spir-8841	89	1	double	double	ADJ
spir-8841	89	2	vision	vision	NOUN
spir-8841	89	3	–	–	PUNCT
spir-8841	89	4	global	global	ADJ
spir-8841	89	5	trends	trend	NOUN
spir-8841	89	6	in	in	ADP
spir-8841	89	7	tablet	tablet	NOUN
spir-8841	89	8	and	and	CCONJ
spir-8841	89	9	smartphone	smartphone	NOUN
spir-8841	89	10	use	use	NOUN
spir-8841	89	11	while	while	SCONJ
spir-8841	89	12	watching	watch	VERB
spir-8841	89	13	tv	tv	NOUN
spir-8841	89	14	|	|	PROPN
spir-8841	89	15	nielsen	nielsen	PROPN
spir-8841	89	16	wire	wire	PROPN
spir-8841	89	17	.	.	PUNCT
spir-8841	90	1	nielsen	nielsen	PROPN
spir-8841	90	2	-	-	PUNCT
spir-8841	90	3	wire	wire	NOUN
spir-8841	90	4	.	.	PUNCT
spir-8841	91	1	retrieved	retrieve	VERB
spir-8841	91	2	october	october	PROPN
spir-8841	91	3	16	16	NUM
spir-8841	91	4	,	,	PUNCT
spir-8841	91	5	2012	2012	NUM
spir-8841	91	6	,	,	PUNCT
spir-8841	91	7	from	from	ADP
spir-8841	91	8	http://blog.nielsen.com/nielsenwire/?p=31338	http://blog.nielsen.com/nielsenwire/?p=31338	PROPN
spir-8841	91	9	nielsen	nielsen	PROPN
spir-8841	91	10	.	.	PUNCT
spir-8841	92	1	(	(	PUNCT
spir-8841	92	2	2012b	2012b	NUM
spir-8841	92	3	)	)	PUNCT
spir-8841	92	4	.	.	PUNCT
spir-8841	93	1	nielsen	nielsen	PROPN
spir-8841	93	2	and	and	CCONJ
spir-8841	93	3	twitter	twitter	NOUN
spir-8841	93	4	establish	establish	VERB
spir-8841	93	5	social	social	ADJ
spir-8841	93	6	tv	tv	NOUN
spir-8841	93	7	rating	rating	NOUN
spir-8841	93	8	.	.	PUNCT
spir-8841	94	1	nielsen	nielsen	PROPN
spir-8841	94	2	press	press	PROPN
spir-8841	94	3	room	room	NOUN
spir-8841	94	4	.	.	PUNCT
spir-8841	95	1	retrieved	retrieve	VERB
spir-8841	95	2	february	february	PROPN
spir-8841	95	3	6	6	NUM
spir-8841	95	4	,	,	PUNCT
spir-8841	95	5	2013	2013	NUM
spir-8841	95	6	,	,	PUNCT
spir-8841	95	7	from	from	ADP
spir-8841	95	8	http://www.nielsen.com/us/en/insights/press-room/2012/nielsen-and-twitter-establish-social-tvrating.html	http://www.nielsen.com/us/en/insights/press-room/2012/nielsen-and-twitter-establish-social-tvrating.html	PROPN
spir-8841	95	9	smith	smith	PROPN
spir-8841	95	10	,	,	PUNCT
spir-8841	95	11	a.	a.	PROPN
spir-8841	95	12	,	,	PUNCT
spir-8841	95	13	&	&	CCONJ
spir-8841	95	14	boyles	boyles	PROPN
spir-8841	95	15	,	,	PUNCT
spir-8841	95	16	j.	j.	PROPN
spir-8841	95	17	l.	l.	PROPN
spir-8841	95	18	(	(	PUNCT
spir-8841	95	19	2012	2012	NUM
spir-8841	95	20	)	)	PUNCT
spir-8841	95	21	.	.	PUNCT
spir-8841	96	1	the	the	DET
spir-8841	96	2	rise	rise	NOUN
spir-8841	96	3	of	of	ADP
spir-8841	96	4	the	the	DET
spir-8841	96	5	“	"	PUNCT
spir-8841	96	6	connected	connected	ADJ
spir-8841	96	7	viewer	viewer	NOUN
spir-8841	96	8	”	"	PUNCT
spir-8841	96	9	.	.	PUNCT
spir-8841	97	1	washington	washington	PROPN
spir-8841	97	2	.	.	PUNCT
spir-8841	97	3	retrieved	retrieve	VERB
spir-8841	97	4	from	from	ADP
spir-8841	97	5	http://pewinternet.org/reports/2012/connected-viewers.aspx	http://pewinternet.org/reports/2012/connected-viewers.aspx	PROPN
spir-8841	97	6	twitter	twitter	PROPN
spir-8841	97	7	uk	uk	PROPN
spir-8841	97	8	.	.	PUNCT
spir-8841	98	1	(	(	PUNCT
spir-8841	98	2	2012	2012	NUM
spir-8841	98	3	)	)	PUNCT
spir-8841	98	4	.	.	PUNCT
spir-8841	99	1	tune	tune	NOUN
spir-8841	99	2	in	in	ADP
spir-8841	99	3	with	with	ADP
spir-8841	99	4	twitter	twitter	NOUN
spir-8841	99	5	.	.	PUNCT
spir-8841	100	1	driving	drive	VERB
spir-8841	100	2	discovery	discovery	NOUN
spir-8841	100	3	and	and	CCONJ
spir-8841	100	4	engagement	engagement	NOUN
spir-8841	100	5	with	with	ADP
spir-8841	100	6	tv	tv	NOUN
spir-8841	100	7	.	.	PUNCT
spir-8841	101	1	license	license	VERB
spir-8841	101	2	this	this	DET
spir-8841	101	3	article	article	NOUN
spir-8841	101	4	is	be	AUX
spir-8841	101	5	©	©	PROPN
spir-8841	101	6	2013	2013	NUM
spir-8841	101	7	fabio	fabio	NOUN
spir-8841	101	8	giglietto	giglietto	NOUN
spir-8841	101	9	,	,	PUNCT
spir-8841	101	10	and	and	CCONJ
spir-8841	101	11	licensed	license	VERB
spir-8841	101	12	under	under	ADP
spir-8841	101	13	cc	cc	NOUN
spir-8841	101	14	by	by	ADP
spir-8841	101	15	-	-	PUNCT
spir-8841	101	16	nc	nc	PROPN
spir-8841	101	17	-	-	PUNCT
spir-8841	101	18	nd	nd	NOUN
spir-8841	101	19	.	.	PUNCT