id	sid	tid	token	lemma	pos
spir-8473	1	1	selected	select	VERB
spir-8473	1	2	papers	paper	NOUN
spir-8473	1	3	of	of	ADP
spir-8473	1	4	aoir	aoir	NOUN
spir-8473	1	5	2016	2016	NUM
spir-8473	1	6	:	:	PUNCT
spir-8473	1	7	the	the	DET
spir-8473	1	8	17th	17th	ADJ
spir-8473	1	9	annual	annual	ADJ
spir-8473	1	10	conference	conference	NOUN
spir-8473	1	11	of	of	ADP
spir-8473	1	12	the	the	DET
spir-8473	1	13	association	association	NOUN
spir-8473	1	14	of	of	ADP
spir-8473	1	15	internet	internet	NOUN
spir-8473	1	16	researchers	researcher	NOUN
spir-8473	1	17	berlin	berlin	PROPN
spir-8473	1	18	,	,	PUNCT
spir-8473	1	19	germany	germany	PROPN
spir-8473	1	20	/	/	SYM
spir-8473	1	21	5	5	NUM
spir-8473	1	22	-	-	SYM
spir-8473	1	23	8	8	NUM
spir-8473	1	24	october	october	PROPN
spir-8473	1	25	2016	2016	NUM
spir-8473	1	26	suggested	suggest	VERB
spir-8473	1	27	citation	citation	NOUN
spir-8473	1	28	(	(	PUNCT
spir-8473	1	29	apa	apa	PROPN
spir-8473	1	30	):	):	PUNCT
spir-8473	1	31	giglietto	giglietto	PROPN
spir-8473	1	32	,	,	PUNCT
spir-8473	1	33	f.	f.	PROPN
spir-8473	1	34	,	,	PUNCT
spir-8473	1	35	checcaglini	checcaglini	PROPN
spir-8473	1	36	,	,	PUNCT
spir-8473	1	37	c.	c.	PROPN
spir-8473	1	38	,	,	PUNCT
spir-8473	1	39	mazzoli	mazzoli	NOUN
spir-8473	1	40	,	,	PUNCT
spir-8473	1	41	l.	l.	PROPN
spir-8473	1	42	(	(	PUNCT
spir-8473	1	43	2016	2016	NUM
spir-8473	1	44	,	,	PUNCT
spir-8473	1	45	october	october	PROPN
spir-8473	1	46	5	5	NUM
spir-8473	1	47	-	-	SYM
spir-8473	1	48	8)	8)	NUM
spir-8473	1	49	.	.	PUNCT
spir-8473	1	50	binge	binge	NOUN
spir-8473	1	51	watching	watch	VERB
spir-8473	1	52	the	the	DET
spir-8473	1	53	algorithmic	algorithmic	ADJ
spir-8473	1	54	catalog	catalog	NOUN
spir-8473	1	55	:	:	PUNCT
spir-8473	1	56	an	an	DET
spir-8473	1	57	analysis	analysis	NOUN
spir-8473	1	58	of	of	ADP
spir-8473	1	59	twitter	twitter	NOUN
spir-8473	1	60	’s	’s	PART
spir-8473	1	61	reaction	reaction	NOUN
spir-8473	1	62	to	to	ADP
spir-8473	1	63	the	the	DET
spir-8473	1	64	launch	launch	NOUN
spir-8473	1	65	of	of	ADP
spir-8473	1	66	netflix	netflix	PROPN
spir-8473	1	67	italia	italia	PROPN
spir-8473	1	68	.	.	PUNCT
spir-8473	2	1	paper	paper	NOUN
spir-8473	2	2	presented	present	VERB
spir-8473	2	3	at	at	ADP
spir-8473	2	4	aoir	aoir	NOUN
spir-8473	2	5	2016	2016	NUM
spir-8473	2	6	:	:	PUNCT
spir-8473	2	7	the	the	DET
spir-8473	2	8	17th	17th	ADJ
spir-8473	2	9	annual	annual	ADJ
spir-8473	2	10	meeting	meeting	NOUN
spir-8473	2	11	of	of	ADP
spir-8473	2	12	the	the	DET
spir-8473	2	13	association	association	NOUN
spir-8473	2	14	of	of	ADP
spir-8473	2	15	internet	internet	NOUN
spir-8473	2	16	researchers	researcher	NOUN
spir-8473	2	17	.	.	PUNCT
spir-8473	3	1	berlin	berlin	PROPN
spir-8473	3	2	,	,	PUNCT
spir-8473	3	3	germany	germany	PROPN
spir-8473	3	4	:	:	PUNCT
spir-8473	3	5	aoir	aoir	NOUN
spir-8473	3	6	.	.	PUNCT
spir-8473	3	7	retrieved	retrieve	VERB
spir-8473	3	8	from	from	ADP
spir-8473	3	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8473	3	10	.	.	PUNCT
spir-8473	4	1	binge	binge	PROPN
spir-8473	4	2	watching	watch	VERB
spir-8473	4	3	the	the	DET
spir-8473	4	4	algorithmic	algorithmic	ADJ
spir-8473	4	5	catalog	catalog	NOUN
spir-8473	4	6	:	:	PUNCT
spir-8473	4	7	an	an	DET
spir-8473	4	8	analysis	analysis	NOUN
spir-8473	4	9	of	of	ADP
spir-8473	4	10	twitter	twitter	NOUN
spir-8473	4	11	’s	’s	PART
spir-8473	4	12	reaction	reaction	NOUN
spir-8473	4	13	to	to	ADP
spir-8473	4	14	the	the	DET
spir-8473	4	15	launch	launch	NOUN
spir-8473	4	16	of	of	ADP
spir-8473	4	17	netflix	netflix	PROPN
spir-8473	4	18	italia	italia	PROPN
spir-8473	4	19	fabio	fabio	PROPN
spir-8473	4	20	giglietto	giglietto	PROPN
spir-8473	4	21	università	università	PROPN
spir-8473	4	22	di	di	PROPN
spir-8473	4	23	urbino	urbino	PROPN
spir-8473	4	24	carlo	carlo	PROPN
spir-8473	4	25	bo	bo	PROPN
spir-8473	4	26	chiara	chiara	PROPN
spir-8473	4	27	checcaglini	checcaglini	PROPN
spir-8473	4	28	università	università	PROPN
spir-8473	4	29	di	di	PROPN
spir-8473	4	30	urbino	urbino	PROPN
spir-8473	4	31	carlo	carlo	PROPN
spir-8473	4	32	bo	bo	PROPN
spir-8473	4	33	lella	lella	PROPN
spir-8473	4	34	mazzoli	mazzoli	PROPN
spir-8473	4	35	università	università	PROPN
spir-8473	4	36	di	di	PROPN
spir-8473	4	37	urbino	urbino	PROPN
spir-8473	4	38	carlo	carlo	PROPN
spir-8473	4	39	bo	bo	PROPN
spir-8473	4	40	introduction	introduction	NOUN
spir-8473	4	41	following	follow	VERB
spir-8473	4	42	the	the	DET
spir-8473	4	43	end	end	NOUN
spir-8473	4	44	of	of	ADP
spir-8473	4	45	september	september	PROPN
spir-8473	4	46	announcement	announcement	NOUN
spir-8473	4	47	,	,	PUNCT
spir-8473	4	48	the	the	DET
spir-8473	4	49	on	on	ADP
spir-8473	4	50	-	-	PUNCT
spir-8473	4	51	demand	demand	NOUN
spir-8473	4	52	streaming	streaming	NOUN
spir-8473	4	53	service	service	NOUN
spir-8473	4	54	netflix	netflix	NOUN
spir-8473	4	55	was	be	AUX
spir-8473	4	56	officially	officially	ADV
spir-8473	4	57	launched	launch	VERB
spir-8473	4	58	in	in	ADP
spir-8473	4	59	italy	italy	PROPN
spir-8473	4	60	on	on	ADP
spir-8473	4	61	22	22	NUM
spir-8473	4	62	october	october	PROPN
spir-8473	4	63	2015	2015	NUM
spir-8473	4	64	.	.	PUNCT
spir-8473	5	1	started	start	VERB
spir-8473	5	2	as	as	ADP
spir-8473	5	3	a	a	DET
spir-8473	5	4	us	us	PROPN
spir-8473	5	5	based	base	VERB
spir-8473	5	6	online	online	ADJ
spir-8473	5	7	renting	renting	NOUN
spir-8473	5	8	service	service	NOUN
spir-8473	5	9	for	for	ADP
spir-8473	5	10	movies	movie	NOUN
spir-8473	5	11	,	,	PUNCT
spir-8473	5	12	netflix	netflix	PROPN
spir-8473	5	13	is	be	AUX
spir-8473	5	14	nowadays	nowadays	ADV
spir-8473	5	15	an	an	DET
spir-8473	5	16	innovative	innovative	ADJ
spir-8473	5	17	and	and	CCONJ
spir-8473	5	18	global	global	ADJ
spir-8473	5	19	svod	svod	NOUN
spir-8473	5	20	(	(	PUNCT
spir-8473	5	21	subscription	subscription	NOUN
spir-8473	5	22	video	video	NOUN
spir-8473	5	23	-	-	PUNCT
spir-8473	5	24	on	on	ADP
spir-8473	5	25	-	-	PUNCT
spir-8473	5	26	demand	demand	NOUN
spir-8473	5	27	)	)	PUNCT
spir-8473	5	28	platform	platform	NOUN
spir-8473	5	29	that	that	PRON
spir-8473	5	30	recently	recently	ADV
spir-8473	5	31	turned	turn	VERB
spir-8473	5	32	into	into	ADP
spir-8473	5	33	a	a	DET
spir-8473	5	34	producer	producer	NOUN
spir-8473	5	35	of	of	ADP
spir-8473	5	36	original	original	ADJ
spir-8473	5	37	contents	content	NOUN
spir-8473	5	38	.	.	PUNCT
spir-8473	6	1	longly	longly	ADV
spir-8473	6	2	awaited	await	VERB
spir-8473	6	3	by	by	ADP
spir-8473	6	4	local	local	ADJ
spir-8473	6	5	fans	fan	NOUN
spir-8473	6	6	of	of	ADP
spir-8473	6	7	tv	tv	NOUN
spir-8473	6	8	series	series	NOUN
spir-8473	6	9	,	,	PUNCT
spir-8473	6	10	the	the	DET
spir-8473	6	11	launch	launch	NOUN
spir-8473	6	12	of	of	ADP
spir-8473	6	13	the	the	DET
spir-8473	6	14	platform	platform	NOUN
spir-8473	6	15	in	in	ADP
spir-8473	6	16	the	the	DET
spir-8473	6	17	italian	italian	ADJ
spir-8473	6	18	market	market	NOUN
spir-8473	6	19	expanded	expand	VERB
spir-8473	6	20	the	the	DET
spir-8473	6	21	existing	exist	VERB
spir-8473	6	22	growing	grow	VERB
spir-8473	6	23	offer	offer	NOUN
spir-8473	6	24	of	of	ADP
spir-8473	6	25	tv	tv	NOUN
spir-8473	6	26	content	content	NOUN
spir-8473	6	27	providers	provider	NOUN
spir-8473	6	28	.	.	PUNCT
spir-8473	7	1	the	the	DET
spir-8473	7	2	main	main	ADJ
spir-8473	7	3	players	player	NOUN
spir-8473	7	4	in	in	ADP
spir-8473	7	5	the	the	DET
spir-8473	7	6	pre	pre	ADJ
spir-8473	7	7	-	-	ADJ
spir-8473	7	8	netflix	netflix	ADJ
spir-8473	7	9	italian	italian	ADJ
spir-8473	7	10	television	television	NOUN
spir-8473	7	11	landscape	landscape	NOUN
spir-8473	7	12	were	be	AUX
spir-8473	7	13	:	:	PUNCT
spir-8473	7	14	free	free	ADJ
spir-8473	7	15	-	-	PUNCT
spir-8473	7	16	to	to	ADP
spir-8473	7	17	-	-	PUNCT
spir-8473	7	18	air	air	NOUN
spir-8473	7	19	digital	digital	ADJ
spir-8473	7	20	terrestrial	terrestrial	ADJ
spir-8473	7	21	television	television	NOUN
spir-8473	7	22	/	/	SYM
spir-8473	7	23	dtt	dtt	PROPN
spir-8473	7	24	(	(	PUNCT
spir-8473	7	25	rai	rai	X
spir-8473	7	26	and	and	CCONJ
spir-8473	7	27	mediaset	mediaset	ADJ
spir-8473	7	28	channels	channel	NOUN
spir-8473	7	29	,	,	PUNCT
spir-8473	7	30	la7	la7	NOUN
spir-8473	7	31	)	)	PUNCT
spir-8473	7	32	,	,	PUNCT
spir-8473	7	33	digital	digital	ADJ
spir-8473	7	34	satellite	satellite	NOUN
spir-8473	7	35	subscription	subscription	NOUN
spir-8473	7	36	channels	channel	NOUN
spir-8473	7	37	(	(	PUNCT
spir-8473	7	38	sky	sky	NOUN
spir-8473	7	39	)	)	PUNCT
spir-8473	7	40	,	,	PUNCT
spir-8473	7	41	svod	svod	NOUN
spir-8473	7	42	platforms	platform	NOUN
spir-8473	7	43	(	(	PUNCT
spir-8473	7	44	infinity	infinity	NOUN
spir-8473	7	45	by	by	ADP
spir-8473	7	46	mediaset	mediaset	NOUN
spir-8473	7	47	,	,	PUNCT
spir-8473	7	48	chili	chili	NOUN
spir-8473	7	49	tv	tv	NOUN
spir-8473	7	50	,	,	PUNCT
spir-8473	7	51	sky	sky	NOUN
spir-8473	7	52	online	online	NOUN
spir-8473	7	53	)	)	PUNCT
spir-8473	7	54	.	.	PUNCT
spir-8473	8	1	while	while	SCONJ
spir-8473	8	2	entering	enter	VERB
spir-8473	8	3	a	a	DET
spir-8473	8	4	rich	rich	ADJ
spir-8473	8	5	market	market	NOUN
spir-8473	8	6	of	of	ADP
spir-8473	8	7	existing	exist	VERB
spir-8473	8	8	established	establish	VERB
spir-8473	8	9	players	player	NOUN
spir-8473	8	10	,	,	PUNCT
spir-8473	8	11	the	the	DET
spir-8473	8	12	launch	launch	NOUN
spir-8473	8	13	of	of	ADP
spir-8473	8	14	netflix	netflix	NOUN
spir-8473	8	15	allowed	allow	VERB
spir-8473	8	16	the	the	DET
spir-8473	8	17	italian	italian	ADJ
spir-8473	8	18	audience	audience	NOUN
spir-8473	8	19	to	to	PART
spir-8473	8	20	experiment	experiment	NOUN
spir-8473	8	21	for	for	ADP
spir-8473	8	22	the	the	DET
spir-8473	8	23	first	first	ADJ
spir-8473	8	24	time	time	NOUN
spir-8473	8	25	some	some	PRON
spir-8473	8	26	of	of	ADP
spir-8473	8	27	the	the	DET
spir-8473	8	28	exclusive	exclusive	ADJ
spir-8473	8	29	features	feature	NOUN
spir-8473	8	30	that	that	PRON
spir-8473	8	31	made	make	VERB
spir-8473	8	32	the	the	DET
spir-8473	8	33	service	service	NOUN
spir-8473	8	34	popular	popular	ADJ
spir-8473	8	35	worldwide	worldwide	ADV
spir-8473	8	36	.	.	PUNCT
spir-8473	9	1	on	on	ADP
spir-8473	9	2	the	the	DET
spir-8473	9	3	one	one	NUM
spir-8473	9	4	hand	hand	NOUN
spir-8473	9	5	,	,	PUNCT
spir-8473	9	6	netflix	netflix	PROPN
spir-8473	9	7	made	make	VERB
spir-8473	9	8	bingewatching	bingewatche	VERB
spir-8473	9	9	(	(	PUNCT
spir-8473	9	10	watching	watch	VERB
spir-8473	9	11	more	more	ADJ
spir-8473	9	12	than	than	ADP
spir-8473	9	13	one	one	NUM
spir-8473	9	14	episode	episode	NOUN
spir-8473	9	15	in	in	ADP
spir-8473	9	16	one	one	NUM
spir-8473	9	17	sitting	sitting	NOUN
spir-8473	9	18	)	)	PUNCT
spir-8473	9	19	easier	easy	ADJ
spir-8473	9	20	by	by	ADP
spir-8473	9	21	advancing	advance	VERB
spir-8473	9	22	to	to	ADP
spir-8473	9	23	the	the	DET
spir-8473	9	24	next	next	ADJ
spir-8473	9	25	episode	episode	NOUN
spir-8473	9	26	in	in	ADP
spir-8473	9	27	the	the	DET
spir-8473	9	28	series	series	NOUN
spir-8473	9	29	and	and	CCONJ
spir-8473	9	30	skipping	skip	VERB
spir-8473	9	31	unnecessary	unnecessary	ADJ
spir-8473	9	32	recaps	recap	NOUN
spir-8473	9	33	.	.	PUNCT
spir-8473	10	1	on	on	ADP
spir-8473	10	2	the	the	DET
spir-8473	10	3	other	other	ADJ
spir-8473	10	4	hand	hand	NOUN
spir-8473	10	5	,	,	PUNCT
spir-8473	10	6	while	while	SCONJ
spir-8473	10	7	also	also	ADV
spir-8473	10	8	allowing	allow	VERB
spir-8473	10	9	to	to	PART
spir-8473	10	10	search	search	VERB
spir-8473	10	11	and	and	CCONJ
spir-8473	10	12	browse	browse	VERB
spir-8473	10	13	the	the	DET
spir-8473	10	14	catalog	catalog	NOUN
spir-8473	10	15	by	by	ADP
spir-8473	10	16	genres	genre	NOUN
spir-8473	10	17	,	,	PUNCT
spir-8473	10	18	it	it	PRON
spir-8473	10	19	default	default	VERB
spir-8473	10	20	to	to	ADP
spir-8473	10	21	a	a	DET
spir-8473	10	22	radically	radically	ADV
spir-8473	10	23	new	new	ADJ
spir-8473	10	24	metaphor	metaphor	NOUN
spir-8473	10	25	of	of	ADP
spir-8473	10	26	finding	find	VERB
spir-8473	10	27	and	and	CCONJ
spir-8473	10	28	discovering	discover	VERB
spir-8473	10	29	contents	content	NOUN
spir-8473	10	30	based	base	VERB
spir-8473	10	31	on	on	ADP
spir-8473	10	32	the	the	DET
spir-8473	10	33	algorithmic	algorithmic	ADJ
spir-8473	10	34	analysis	analysis	NOUN
spir-8473	10	35	of	of	ADP
spir-8473	10	36	viewer	viewer	NOUN
spir-8473	10	37	’s	’s	PART
spir-8473	10	38	preferences	preference	NOUN
spir-8473	10	39	and	and	CCONJ
spir-8473	10	40	tastes	taste	NOUN
spir-8473	10	41	.	.	PUNCT
spir-8473	11	1	while	while	SCONJ
spir-8473	11	2	a	a	DET
spir-8473	11	3	constantly	constantly	ADV
spir-8473	11	4	growing	grow	VERB
spir-8473	11	5	amount	amount	NOUN
spir-8473	11	6	of	of	ADP
spir-8473	11	7	literature	literature	NOUN
spir-8473	11	8	is	be	AUX
spir-8473	11	9	dedicated	dedicate	VERB
spir-8473	11	10	to	to	ADP
spir-8473	11	11	both	both	DET
spir-8473	11	12	aspects	aspect	NOUN
spir-8473	11	13	,	,	PUNCT
spir-8473	11	14	the	the	DET
spir-8473	11	15	launch	launch	NOUN
spir-8473	11	16	of	of	ADP
spir-8473	11	17	netflix	netflix	NOUN
spir-8473	11	18	in	in	ADP
spir-8473	11	19	the	the	DET
spir-8473	11	20	peculiar	peculiar	ADJ
spir-8473	11	21	italian	italian	ADJ
spir-8473	11	22	market	market	NOUN
spir-8473	11	23	and	and	CCONJ
spir-8473	11	24	the	the	DET
spir-8473	11	25	conversations	conversation	NOUN
spir-8473	11	26	it	it	PRON
spir-8473	11	27	sparkled	sparkle	VERB
spir-8473	11	28	on	on	ADP
spir-8473	11	29	social	social	ADJ
spir-8473	11	30	media	medium	NOUN
spir-8473	11	31	,	,	PUNCT
spir-8473	11	32	represent	represent	VERB
spir-8473	11	33	an	an	DET
spir-8473	11	34	extraordinary	extraordinary	ADJ
spir-8473	11	35	opportunity	opportunity	NOUN
spir-8473	11	36	to	to	PART
spir-8473	11	37	study	study	VERB
spir-8473	11	38	the	the	DET
spir-8473	11	39	ways	way	NOUN
spir-8473	11	40	viewers	viewer	NOUN
spir-8473	11	41	expected	expect	VERB
spir-8473	11	42	,	,	PUNCT
spir-8473	11	43	reacted	react	VERB
spir-8473	11	44	and	and	CCONJ
spir-8473	11	45	made	make	VERB
spir-8473	11	46	sense	sense	NOUN
spir-8473	11	47	of	of	ADP
spir-8473	11	48	those	those	DET
spir-8473	11	49	innovative	innovative	ADJ
spir-8473	11	50	features	feature	NOUN
spir-8473	11	51	in	in	ADP
spir-8473	11	52	the	the	DET
spir-8473	11	53	aftermath	aftermath	NOUN
spir-8473	11	54	of	of	ADP
spir-8473	11	55	the	the	DET
spir-8473	11	56	launch	launch	NOUN
spir-8473	11	57	.	.	PUNCT
spir-8473	12	1	framed	frame	VERB
spir-8473	12	2	in	in	ADP
spir-8473	12	3	the	the	DET
spir-8473	12	4	existing	exist	VERB
spir-8473	12	5	literature	literature	NOUN
spir-8473	12	6	on	on	ADP
spir-8473	12	7	binge	binge	NOUN
spir-8473	12	8	-	-	PUNCT
spir-8473	12	9	watching	watching	NOUN
spir-8473	12	10	and	and	CCONJ
spir-8473	12	11	algorithms	algorithm	NOUN
spir-8473	12	12	,	,	PUNCT
spir-8473	12	13	the	the	DET
spir-8473	12	14	study	study	NOUN
spir-8473	12	15	presents	present	VERB
spir-8473	12	16	the	the	DET
spir-8473	12	17	results	result	NOUN
spir-8473	12	18	of	of	ADP
spir-8473	12	19	a	a	DET
spir-8473	12	20	content	content	NOUN
spir-8473	12	21	analysis	analysis	NOUN
spir-8473	12	22	on	on	ADP
spir-8473	12	23	twitter	twitter	NOUN
spir-8473	12	24	’s	’s	PART
spir-8473	12	25	conversations	conversation	NOUN
spir-8473	12	26	sparkled	sparkle	VERB
spir-8473	12	27	by	by	ADP
spir-8473	12	28	the	the	DET
spir-8473	12	29	launch	launch	NOUN
spir-8473	12	30	on	on	ADP
spir-8473	12	31	netflix	netflix	PROPN
spir-8473	12	32	italia	italia	PROPN
spir-8473	12	33	(	(	PUNCT
spir-8473	12	34	n=17,623	n=17,623	NOUN
spir-8473	12	35	)	)	PUNCT
spir-8473	12	36	.	.	PUNCT
spir-8473	13	1	the	the	DET
spir-8473	13	2	study	study	NOUN
spir-8473	13	3	is	be	AUX
spir-8473	13	4	part	part	NOUN
spir-8473	13	5	of	of	ADP
spir-8473	13	6	a	a	DET
spir-8473	13	7	broader	broad	ADJ
spir-8473	13	8	research	research	NOUN
spir-8473	13	9	effort	effort	NOUN
spir-8473	13	10	aimed	aim	VERB
spir-8473	13	11	at	at	ADP
spir-8473	13	12	understanding	understand	VERB
spir-8473	13	13	the	the	DET
spir-8473	13	14	italian	italian	ADJ
spir-8473	13	15	audience	audience	NOUN
spir-8473	13	16	of	of	ADP
spir-8473	13	17	serial	serial	ADJ
spir-8473	13	18	narratives	narrative	NOUN
spir-8473	13	19	.	.	PUNCT
spir-8473	14	1	it	it	PRON
spir-8473	14	2	is	be	AUX
spir-8473	14	3	thus	thus	ADV
spir-8473	14	4	informed	inform	VERB
spir-8473	14	5	by	by	ADP
spir-8473	14	6	the	the	DET
spir-8473	14	7	results	result	NOUN
spir-8473	14	8	of	of	ADP
spir-8473	14	9	this	this	DET
spir-8473	14	10	ongoing	ongoing	ADJ
spir-8473	14	11	project	project	NOUN
spir-8473	14	12	and	and	CCONJ
spir-8473	14	13	specifically	specifically	ADV
spir-8473	14	14	by	by	ADP
spir-8473	14	15	the	the	DET
spir-8473	14	16	findings	finding	NOUN
spir-8473	14	17	of	of	ADP
spir-8473	14	18	a	a	DET
spir-8473	14	19	national	national	ADJ
spir-8473	14	20	cati+cami	cati+cami	PROPN
spir-8473	14	21	survey	survey	NOUN
spir-8473	14	22	on	on	ADP
spir-8473	14	23	a	a	DET
spir-8473	14	24	representative	representative	ADJ
spir-8473	14	25	sample	sample	NOUN
spir-8473	14	26	of	of	ADP
spir-8473	14	27	italian	italian	ADJ
spir-8473	14	28	adults	adult	NOUN
spir-8473	14	29	(	(	PUNCT
spir-8473	14	30	n=1,021	n=1,021	NOUN
spir-8473	14	31	)	)	PUNCT
spir-8473	14	32	carried	carry	VERB
spir-8473	14	33	on	on	ADP
spir-8473	14	34	between	between	ADP
spir-8473	14	35	20th	20th	NOUN
spir-8473	14	36	of	of	ADP
spir-8473	14	37	january	january	PROPN
spir-8473	14	38	and	and	CCONJ
spir-8473	14	39	2nd	2nd	NOUN
spir-8473	14	40	of	of	ADP
spir-8473	14	41	february	february	PROPN
spir-8473	14	42	2015	2015	NUM
spir-8473	14	43	)	)	PUNCT
spir-8473	14	44	.	.	PUNCT
spir-8473	15	1	italians	italian	NOUN
spir-8473	15	2	and	and	CCONJ
spir-8473	15	3	tv	tv	NOUN
spir-8473	15	4	series	series	NOUN
spir-8473	15	5	before	before	ADP
spir-8473	15	6	netflix	netflix	PROPN
spir-8473	15	7	around	around	ADP
spir-8473	15	8	half	half	NOUN
spir-8473	15	9	of	of	ADP
spir-8473	15	10	the	the	DET
spir-8473	15	11	italian	italian	ADJ
spir-8473	15	12	population	population	NOUN
spir-8473	15	13	watch	watch	VERB
spir-8473	15	14	tv	tv	NOUN
spir-8473	15	15	series	series	NOUN
spir-8473	15	16	.	.	PUNCT
spir-8473	16	1	the	the	DET
spir-8473	16	2	large	large	ADJ
spir-8473	16	3	majority	majority	NOUN
spir-8473	16	4	declared	declare	VERB
spir-8473	16	5	to	to	PART
spir-8473	16	6	use	use	VERB
spir-8473	16	7	their	their	PRON
spir-8473	16	8	traditional	traditional	ADJ
spir-8473	16	9	tv	tv	NOUN
spir-8473	16	10	set	set	VERB
spir-8473	16	11	to	to	PART
spir-8473	16	12	do	do	VERB
spir-8473	16	13	so	so	ADV
spir-8473	16	14	,	,	PUNCT
spir-8473	16	15	however	however	ADV
spir-8473	16	16	over	over	ADP
spir-8473	16	17	half	half	NOUN
spir-8473	16	18	of	of	ADP
spir-8473	16	19	the	the	DET
spir-8473	16	20	young	young	ADJ
spir-8473	16	21	adults	adult	NOUN
spir-8473	16	22	(	(	PUNCT
spir-8473	16	23	18	18	NUM
spir-8473	16	24	-	-	SYM
spir-8473	16	25	24	24	NUM
spir-8473	16	26	)	)	PUNCT
spir-8473	16	27	said	say	VERB
spir-8473	16	28	they	they	PRON
spir-8473	16	29	also	also	ADV
spir-8473	16	30	consume	consume	VERB
spir-8473	16	31	series	series	NOUN
spir-8473	16	32	on	on	ADP
spir-8473	16	33	their	their	PRON
spir-8473	16	34	computers	computer	NOUN
spir-8473	16	35	or	or	CCONJ
spir-8473	16	36	mobile	mobile	ADJ
spir-8473	16	37	device	device	NOUN
spir-8473	16	38	.	.	PUNCT
spir-8473	17	1	the	the	DET
spir-8473	17	2	viewing	view	VERB
spir-8473	17	3	style	style	NOUN
spir-8473	17	4	also	also	ADV
spir-8473	17	5	points	point	VERB
spir-8473	17	6	out	out	ADP
spir-8473	17	7	a	a	DET
spir-8473	17	8	generational	generational	ADJ
spir-8473	17	9	divide	divide	NOUN
spir-8473	17	10	with	with	ADP
spir-8473	17	11	young	young	ADJ
spir-8473	17	12	adults	adult	NOUN
spir-8473	17	13	more	more	ADV
spir-8473	17	14	frequently	frequently	ADV
spir-8473	17	15	seeking	seek	VERB
spir-8473	17	16	to	to	PART
spir-8473	17	17	watch	watch	VERB
spir-8473	17	18	entire	entire	ADJ
spir-8473	17	19	seasons	season	NOUN
spir-8473	17	20	(	(	PUNCT
spir-8473	17	21	76	76	NUM
spir-8473	17	22	%	%	NOUN
spir-8473	17	23	)	)	PUNCT
spir-8473	17	24	,	,	PUNCT
spir-8473	17	25	to	to	PART
spir-8473	17	26	binge	binge	VERB
spir-8473	17	27	-	-	PUNCT
spir-8473	17	28	watch	watch	NOUN
spir-8473	17	29	(	(	PUNCT
spir-8473	17	30	70	70	NUM
spir-8473	17	31	%	%	NOUN
spir-8473	17	32	)	)	PUNCT
spir-8473	17	33	and	and	CCONJ
spir-8473	17	34	re	re	VERB
spir-8473	17	35	-	-	NOUN
spir-8473	17	36	watch	watch	VERB
spir-8473	17	37	episodes	episode	NOUN
spir-8473	17	38	(	(	PUNCT
spir-8473	17	39	48	48	NUM
spir-8473	17	40	%	%	NOUN
spir-8473	17	41	)	)	PUNCT
spir-8473	17	42	.	.	PUNCT
spir-8473	18	1	nevertheless	nevertheless	ADV
spir-8473	18	2	,	,	PUNCT
spir-8473	18	3	binge	binge	NOUN
spir-8473	18	4	-	-	PUNCT
spir-8473	18	5	watching	watching	NOUN
spir-8473	18	6	was	be	AUX
spir-8473	18	7	already	already	ADV
spir-8473	18	8	practiced	practice	VERB
spir-8473	18	9	during	during	ADP
spir-8473	18	10	early	early	ADJ
spir-8473	18	11	2015	2015	NUM
spir-8473	18	12	by	by	ADP
spir-8473	18	13	over	over	ADP
spir-8473	18	14	half	half	NOUN
spir-8473	18	15	of	of	ADP
spir-8473	18	16	italian	italian	ADJ
spir-8473	18	17	audience	audience	NOUN
spir-8473	18	18	of	of	ADP
spir-8473	18	19	tv	tv	NOUN
spir-8473	18	20	series	series	NOUN
spir-8473	18	21	(	(	PUNCT
spir-8473	18	22	52	52	NUM
spir-8473	18	23	%	%	NOUN
spir-8473	18	24	)	)	PUNCT
spir-8473	18	25	regardless	regardless	ADV
spir-8473	18	26	their	their	PRON
spir-8473	18	27	age	age	NOUN
spir-8473	18	28	.	.	PUNCT
spir-8473	19	1	about	about	ADV
spir-8473	19	2	a	a	DET
spir-8473	19	3	quarter	quarter	NOUN
spir-8473	19	4	of	of	ADP
spir-8473	19	5	them	they	PRON
spir-8473	19	6	used	use	VERB
spir-8473	19	7	home	home	NOUN
spir-8473	19	8	videos	video	NOUN
spir-8473	19	9	(	(	PUNCT
spir-8473	19	10	dvd	dvd	NOUN
spir-8473	19	11	,	,	PUNCT
spir-8473	19	12	blu	blu	NOUN
spir-8473	19	13	-	-	PUNCT
spir-8473	19	14	ray	ray	NOUN
spir-8473	19	15	)	)	PUNCT
spir-8473	19	16	to	to	PART
spir-8473	19	17	watch	watch	VERB
spir-8473	19	18	tv	tv	NOUN
spir-8473	19	19	series	series	NOUN
spir-8473	19	20	and	and	CCONJ
spir-8473	19	21	28	28	NUM
spir-8473	19	22	%	%	NOUN
spir-8473	19	23	declared	declare	VERB
spir-8473	19	24	to	to	PART
spir-8473	19	25	have	have	AUX
spir-8473	19	26	streamed	stream	VERB
spir-8473	19	27	or	or	CCONJ
spir-8473	19	28	downloaded	download	VERB
spir-8473	19	29	episodes	episode	NOUN
spir-8473	19	30	(	(	PUNCT
spir-8473	19	31	either	either	CCONJ
spir-8473	19	32	legally	legally	ADV
spir-8473	19	33	or	or	CCONJ
spir-8473	19	34	not	not	PART
spir-8473	19	35	)	)	PUNCT
spir-8473	19	36	from	from	ADP
spir-8473	19	37	the	the	DET
spir-8473	19	38	internet	internet	NOUN
spir-8473	19	39	(	(	PUNCT
spir-8473	19	40	osservatorio	osservatorio	PROPN
spir-8473	19	41	news	news	NOUN
spir-8473	19	42	-	-	PUNCT
spir-8473	19	43	italia	italia	PROPN
spir-8473	19	44	,	,	PUNCT
spir-8473	19	45	2015	2015	NUM
spir-8473	19	46	)	)	PUNCT
spir-8473	19	47	.	.	PUNCT
spir-8473	20	1	the	the	DET
spir-8473	20	2	popularization	popularization	NOUN
spir-8473	20	3	of	of	ADP
spir-8473	20	4	binge	binge	NOUN
spir-8473	20	5	-	-	PUNCT
spir-8473	20	6	watching	watching	NOUN
spir-8473	20	7	these	these	DET
spir-8473	20	8	results	result	NOUN
spir-8473	20	9	confirm	confirm	VERB
spir-8473	20	10	that	that	SCONJ
spir-8473	20	11	digital	digital	ADJ
spir-8473	20	12	technologies	technology	NOUN
spir-8473	20	13	have	have	AUX
spir-8473	20	14	simplified	simplify	VERB
spir-8473	20	15	content	content	NOUN
spir-8473	20	16	circulation	circulation	NOUN
spir-8473	20	17	(	(	PUNCT
spir-8473	20	18	jenkins	jenkins	PROPN
spir-8473	20	19	,	,	PUNCT
spir-8473	20	20	ford	ford	PROPN
spir-8473	20	21	,	,	PUNCT
spir-8473	20	22	green	green	ADJ
spir-8473	20	23	,	,	PUNCT
spir-8473	20	24	2013	2013	NUM
spir-8473	20	25	)	)	PUNCT
spir-8473	20	26	and	and	CCONJ
spir-8473	20	27	interpersonal	interpersonal	ADJ
spir-8473	20	28	connections	connection	NOUN
spir-8473	20	29	(	(	PUNCT
spir-8473	20	30	baym	baym	ADV
spir-8473	20	31	,	,	PUNCT
spir-8473	20	32	2010	2010	NUM
spir-8473	20	33	)	)	PUNCT
spir-8473	20	34	.	.	PUNCT
spir-8473	21	1	in	in	ADP
spir-8473	21	2	this	this	DET
spir-8473	21	3	scenario	scenario	NOUN
spir-8473	21	4	,	,	PUNCT
spir-8473	21	5	expert	expert	NOUN
spir-8473	21	6	viewers	viewer	NOUN
spir-8473	21	7	and	and	CCONJ
spir-8473	21	8	fans	fan	NOUN
spir-8473	21	9	have	have	AUX
spir-8473	21	10	gained	gain	VERB
spir-8473	21	11	means	mean	NOUN
spir-8473	21	12	and	and	CCONJ
spir-8473	21	13	tools	tool	NOUN
spir-8473	21	14	to	to	PART
spir-8473	21	15	express	express	VERB
spir-8473	21	16	and	and	CCONJ
spir-8473	21	17	share	share	VERB
spir-8473	21	18	their	their	PRON
spir-8473	21	19	interests	interest	NOUN
spir-8473	21	20	.	.	PUNCT
spir-8473	22	1	fan	fan	NOUN
spir-8473	22	2	practices	practice	NOUN
spir-8473	22	3	have	have	AUX
spir-8473	22	4	increased	increase	VERB
spir-8473	22	5	their	their	PRON
spir-8473	22	6	visibility	visibility	NOUN
spir-8473	22	7	compared	compare	VERB
spir-8473	22	8	with	with	ADP
spir-8473	22	9	more	more	ADJ
spir-8473	22	10	ordinary	ordinary	ADJ
spir-8473	22	11	audience	audience	NOUN
spir-8473	22	12	routines	routine	NOUN
spir-8473	22	13	(	(	PUNCT
spir-8473	22	14	andò	andò	PROPN
spir-8473	22	15	marinelli	marinelli	PROPN
spir-8473	22	16	,	,	PUNCT
spir-8473	22	17	2012	2012	NUM
spir-8473	22	18	):	):	PUNCT
spir-8473	22	19	binge	binge	NOUN
spir-8473	22	20	-	-	PUNCT
spir-8473	22	21	watching	watching	NOUN
spir-8473	22	22	as	as	ADP
spir-8473	22	23	viewing	view	VERB
spir-8473	22	24	experience	experience	NOUN
spir-8473	22	25	had	have	AUX
spir-8473	22	26	been	be	AUX
spir-8473	22	27	previously	previously	ADV
spir-8473	22	28	linked	link	VERB
spir-8473	22	29	to	to	ADP
spir-8473	22	30	dvd	dvd	PROPN
spir-8473	22	31	box	box	NOUN
spir-8473	22	32	sets	set	NOUN
spir-8473	22	33	and	and	CCONJ
spir-8473	22	34	specific	specific	ADJ
spir-8473	22	35	fandoms	fandom	NOUN
spir-8473	22	36	,	,	PUNCT
spir-8473	22	37	but	but	CCONJ
spir-8473	22	38	it	it	PRON
spir-8473	22	39	gained	gain	VERB
spir-8473	22	40	popularity	popularity	NOUN
spir-8473	22	41	among	among	ADP
spir-8473	22	42	tv	tv	NOUN
spir-8473	22	43	series	series	NOUN
spir-8473	22	44	enthusiasts	enthusiast	NOUN
spir-8473	22	45	through	through	ADP
spir-8473	22	46	irregular	irregular	ADJ
spir-8473	22	47	practices	practice	NOUN
spir-8473	22	48	such	such	ADJ
spir-8473	22	49	as	as	ADP
spir-8473	22	50	online	online	ADJ
spir-8473	22	51	streaming	streaming	NOUN
spir-8473	22	52	and	and	CCONJ
spir-8473	22	53	download	download	NOUN
spir-8473	22	54	,	,	PUNCT
spir-8473	22	55	especially	especially	ADV
spir-8473	22	56	when	when	SCONJ
spir-8473	22	57	local	local	ADJ
spir-8473	22	58	networks	network	NOUN
spir-8473	22	59	programming	programming	NOUN
spir-8473	22	60	policies	policy	NOUN
spir-8473	22	61	fail	fail	VERB
spir-8473	22	62	to	to	PART
spir-8473	22	63	fulfill	fulfill	VERB
spir-8473	22	64	viewers	viewer	NOUN
spir-8473	22	65	’	’	PART
spir-8473	22	66	demand	demand	NOUN
spir-8473	22	67	.	.	PUNCT
spir-8473	23	1	under	under	ADP
spir-8473	23	2	this	this	DET
spir-8473	23	3	perspective	perspective	NOUN
spir-8473	23	4	,	,	PUNCT
spir-8473	23	5	we	we	PRON
spir-8473	23	6	can	can	AUX
spir-8473	23	7	consider	consider	VERB
spir-8473	23	8	the	the	DET
spir-8473	23	9	popularization	popularization	NOUN
spir-8473	23	10	of	of	ADP
spir-8473	23	11	binge	binge	NOUN
spir-8473	23	12	-	-	PUNCT
spir-8473	23	13	watching	watching	NOUN
spir-8473	23	14	as	as	ADP
spir-8473	23	15	one	one	NUM
spir-8473	23	16	of	of	ADP
spir-8473	23	17	the	the	DET
spir-8473	23	18	consequences	consequence	NOUN
spir-8473	23	19	of	of	ADP
spir-8473	23	20	the	the	DET
spir-8473	23	21	normalization	normalization	NOUN
spir-8473	23	22	of	of	ADP
spir-8473	23	23	fandoms	fandom	NOUN
spir-8473	23	24	,	,	PUNCT
spir-8473	23	25	part	part	NOUN
spir-8473	23	26	of	of	ADP
spir-8473	23	27	a	a	DET
spir-8473	23	28	landscape	landscape	NOUN
spir-8473	23	29	where	where	SCONJ
spir-8473	23	30	cult	cult	NOUN
spir-8473	23	31	tv	tv	NOUN
spir-8473	23	32	,	,	PUNCT
spir-8473	23	33	quality	quality	NOUN
spir-8473	23	34	tv	tv	NOUN
spir-8473	23	35	and	and	CCONJ
spir-8473	23	36	fans	fan	NOUN
spir-8473	23	37	are	be	AUX
spir-8473	23	38	common	common	ADJ
spir-8473	23	39	concepts	concept	NOUN
spir-8473	23	40	and	and	CCONJ
spir-8473	23	41	commercially	commercially	ADV
spir-8473	23	42	valuable	valuable	ADJ
spir-8473	23	43	(	(	PUNCT
spir-8473	23	44	jenner	jenner	PROPN
spir-8473	23	45	,	,	PUNCT
spir-8473	23	46	2015	2015	NUM
spir-8473	23	47	)	)	PUNCT
spir-8473	23	48	.	.	PUNCT
spir-8473	24	1	binge	binge	NOUN
spir-8473	24	2	-	-	PUNCT
spir-8473	24	3	watching	watching	NOUN
spir-8473	24	4	via	via	ADP
spir-8473	24	5	netflix	netflix	PROPN
spir-8473	24	6	takes	take	VERB
spir-8473	24	7	the	the	DET
spir-8473	24	8	reconfiguration	reconfiguration	NOUN
spir-8473	24	9	of	of	ADP
spir-8473	24	10	viewership	viewership	NOUN
spir-8473	24	11	time	time	NOUN
spir-8473	24	12	and	and	CCONJ
spir-8473	24	13	space	space	NOUN
spir-8473	24	14	on	on	ADP
spir-8473	24	15	a	a	DET
spir-8473	24	16	new	new	ADJ
spir-8473	24	17	level	level	NOUN
spir-8473	24	18	,	,	PUNCT
spir-8473	24	19	because	because	SCONJ
spir-8473	24	20	it	it	PRON
spir-8473	24	21	frees	free	VERB
spir-8473	24	22	tv	tv	NOUN
spir-8473	24	23	consumption	consumption	NOUN
spir-8473	24	24	from	from	ADP
spir-8473	24	25	physical	physical	ADJ
spir-8473	24	26	support	support	NOUN
spir-8473	24	27	and	and	CCONJ
spir-8473	24	28	specific	specific	ADJ
spir-8473	24	29	locations	location	NOUN
spir-8473	24	30	.	.	PUNCT
spir-8473	25	1	the	the	DET
spir-8473	25	2	algorithmic	algorithmic	ADJ
spir-8473	25	3	catalog	catalog	NOUN
spir-8473	25	4	the	the	DET
spir-8473	25	5	practice	practice	NOUN
spir-8473	25	6	of	of	ADP
spir-8473	25	7	binge	binge	NOUN
spir-8473	25	8	-	-	PUNCT
spir-8473	25	9	watching	watching	NOUN
spir-8473	25	10	is	be	AUX
spir-8473	25	11	further	far	ADV
spir-8473	25	12	simplified	simplify	VERB
spir-8473	25	13	by	by	ADP
spir-8473	25	14	the	the	DET
spir-8473	25	15	way	way	NOUN
spir-8473	25	16	netflix	netflix	PROPN
spir-8473	25	17	allows	allow	VERB
spir-8473	25	18	their	their	PRON
spir-8473	25	19	subscribers	subscriber	NOUN
spir-8473	25	20	to	to	PART
spir-8473	25	21	find	find	VERB
spir-8473	25	22	and	and	CCONJ
spir-8473	25	23	discover	discover	VERB
spir-8473	25	24	new	new	ADJ
spir-8473	25	25	contents	content	NOUN
spir-8473	25	26	.	.	PUNCT
spir-8473	26	1	unlike	unlike	ADP
spir-8473	26	2	traditional	traditional	ADJ
spir-8473	26	3	internet	internet	NOUN
spir-8473	26	4	vod	vod	NOUN
spir-8473	26	5	platforms	platform	NOUN
spir-8473	26	6	that	that	PRON
spir-8473	26	7	tend	tend	VERB
spir-8473	26	8	to	to	PART
spir-8473	26	9	organize	organize	VERB
spir-8473	26	10	their	their	PRON
spir-8473	26	11	contents	content	NOUN
spir-8473	26	12	by	by	ADP
spir-8473	26	13	browsable	browsable	ADJ
spir-8473	26	14	genres	genre	NOUN
spir-8473	26	15	,	,	PUNCT
spir-8473	26	16	netflix	netflix	PROPN
spir-8473	26	17	employed	employ	VERB
spir-8473	26	18	an	an	DET
spir-8473	26	19	innovative	innovative	ADJ
spir-8473	26	20	algorithm	algorithm	NOUN
spir-8473	26	21	that	that	PRON
spir-8473	26	22	analyze	analyze	VERB
spir-8473	26	23	user	user	NOUN
spir-8473	26	24	's	's	PART
spir-8473	26	25	taste	taste	NOUN
spir-8473	26	26	in	in	ADP
spir-8473	26	27	order	order	NOUN
spir-8473	26	28	to	to	PART
spir-8473	26	29	recommend	recommend	VERB
spir-8473	26	30	contents	content	NOUN
spir-8473	26	31	specifically	specifically	ADV
spir-8473	26	32	tailored	tailor	VERB
spir-8473	26	33	to	to	ADP
spir-8473	26	34	the	the	DET
spir-8473	26	35	user	user	NOUN
spir-8473	26	36	.	.	PUNCT
spir-8473	27	1	as	as	ADP
spir-8473	27	2	most	most	ADJ
spir-8473	27	3	of	of	ADP
spir-8473	27	4	the	the	DET
spir-8473	27	5	algorithms	algorithm	NOUN
spir-8473	27	6	behind	behind	ADP
spir-8473	27	7	platforms	platform	NOUN
spir-8473	27	8	such	such	ADJ
spir-8473	27	9	as	as	ADP
spir-8473	27	10	google	google	NOUN
spir-8473	27	11	,	,	PUNCT
spir-8473	27	12	facebook	facebook	NOUN
spir-8473	27	13	and	and	CCONJ
spir-8473	27	14	amazon	amazon	NOUN
spir-8473	27	15	,	,	PUNCT
spir-8473	27	16	the	the	DET
spir-8473	27	17	details	detail	NOUN
spir-8473	27	18	about	about	ADP
spir-8473	27	19	netflix	netflix	PROPN
spir-8473	27	20	’s	’s	PART
spir-8473	27	21	recommendation	recommendation	NOUN
spir-8473	27	22	system	system	NOUN
spir-8473	27	23	are	be	AUX
spir-8473	27	24	secret	secret	ADJ
spir-8473	27	25	.	.	PUNCT
spir-8473	28	1	however	however	ADV
spir-8473	28	2	,	,	PUNCT
spir-8473	28	3	most	most	ADJ
spir-8473	28	4	of	of	ADP
spir-8473	28	5	those	those	DET
spir-8473	28	6	algorithms	algorithm	NOUN
spir-8473	28	7	affect	affect	VERB
spir-8473	28	8	our	our	PRON
spir-8473	28	9	culture	culture	NOUN
spir-8473	28	10	.	.	PUNCT
spir-8473	29	1	for	for	ADP
spir-8473	29	2	this	this	DET
spir-8473	29	3	reason	reason	NOUN
spir-8473	29	4	,	,	PUNCT
spir-8473	29	5	the	the	DET
spir-8473	29	6	discourses	discourse	NOUN
spir-8473	29	7	around	around	ADP
spir-8473	29	8	the	the	DET
spir-8473	29	9	issue	issue	NOUN
spir-8473	29	10	of	of	ADP
spir-8473	29	11	social	social	ADJ
spir-8473	29	12	algorithms	algorithm	NOUN
spir-8473	29	13	accountability	accountability	NOUN
spir-8473	29	14	are	be	AUX
spir-8473	29	15	becoming	become	VERB
spir-8473	29	16	prominent	prominent	ADJ
spir-8473	29	17	(	(	PUNCT
spir-8473	29	18	lazer	lazer	NOUN
spir-8473	29	19	,	,	PUNCT
spir-8473	29	20	2015	2015	NUM
spir-8473	29	21	;	;	PUNCT
spir-8473	29	22	gillespie	gillespie	PROPN
spir-8473	29	23	,	,	PUNCT
spir-8473	29	24	2014	2014	NUM
spir-8473	29	25	)	)	PUNCT
spir-8473	29	26	.	.	PUNCT
spir-8473	30	1	in	in	ADP
spir-8473	30	2	2006	2006	NUM
spir-8473	30	3	,	,	PUNCT
spir-8473	30	4	netflix	netflix	PROPN
spir-8473	30	5	launched	launch	VERB
spir-8473	30	6	a	a	DET
spir-8473	30	7	public	public	ADJ
spir-8473	30	8	contest	contest	NOUN
spir-8473	30	9	aimed	aim	VERB
spir-8473	30	10	at	at	ADP
spir-8473	30	11	improving	improve	VERB
spir-8473	30	12	their	their	PRON
spir-8473	30	13	existing	exist	VERB
spir-8473	30	14	recommendation	recommendation	NOUN
spir-8473	30	15	engine	engine	NOUN
spir-8473	30	16	.	.	PUNCT
spir-8473	31	1	analyzing	analyze	VERB
spir-8473	31	2	the	the	DET
spir-8473	31	3	online	online	ADJ
spir-8473	31	4	conversations	conversation	NOUN
spir-8473	31	5	among	among	ADP
spir-8473	31	6	the	the	DET
spir-8473	31	7	engineers	engineer	NOUN
spir-8473	31	8	taking	take	VERB
spir-8473	31	9	part	part	NOUN
spir-8473	31	10	to	to	ADP
spir-8473	31	11	the	the	DET
spir-8473	31	12	netflix	netflix	PROPN
spir-8473	31	13	prize	prize	PROPN
spir-8473	31	14	,	,	PUNCT
spir-8473	31	15	hallinan	hallinan	PROPN
spir-8473	31	16	and	and	CCONJ
spir-8473	31	17	striphas	stripha	NOUN
spir-8473	31	18	observed	observe	VERB
spir-8473	31	19	the	the	DET
spir-8473	31	20	traces	trace	NOUN
spir-8473	31	21	of	of	ADP
spir-8473	31	22	an	an	DET
spir-8473	31	23	ongoing	ongoing	ADJ
spir-8473	31	24	process	process	NOUN
spir-8473	31	25	of	of	ADP
spir-8473	31	26	reinterpretation	reinterpretation	NOUN
spir-8473	31	27	of	of	ADP
spir-8473	31	28	the	the	DET
spir-8473	31	29	meaning	meaning	NOUN
spir-8473	31	30	of	of	ADP
spir-8473	31	31	culture	culture	NOUN
spir-8473	31	32	itself	itself	PRON
spir-8473	31	33	(	(	PUNCT
spir-8473	31	34	2016	2016	NUM
spir-8473	31	35	)	)	PUNCT
spir-8473	31	36	.	.	PUNCT
spir-8473	32	1	starting	start	VERB
spir-8473	32	2	from	from	ADP
spir-8473	32	3	these	these	DET
spir-8473	32	4	premises	premise	NOUN
spir-8473	32	5	,	,	PUNCT
spir-8473	32	6	we	we	PRON
spir-8473	32	7	formulated	formulate	VERB
spir-8473	32	8	the	the	DET
spir-8473	32	9	following	follow	VERB
spir-8473	32	10	research	research	NOUN
spir-8473	32	11	questions	question	NOUN
spir-8473	32	12	:	:	PUNCT
spir-8473	32	13	rq1	rq1	NOUN
spir-8473	32	14	.	.	PUNCT
spir-8473	33	1	how	how	SCONJ
spir-8473	33	2	the	the	DET
spir-8473	33	3	italian	italian	ADJ
spir-8473	33	4	audience	audience	NOUN
spir-8473	33	5	on	on	ADP
spir-8473	33	6	twitter	twitter	NOUN
spir-8473	33	7	(	(	PUNCT
spir-8473	33	8	largely	largely	ADV
spir-8473	33	9	early	early	ADJ
spir-8473	33	10	adopters	adopter	NOUN
spir-8473	33	11	)	)	PUNCT
spir-8473	33	12	made	make	VERB
spir-8473	33	13	sense	sense	NOUN
spir-8473	33	14	of	of	ADP
spir-8473	33	15	the	the	DET
spir-8473	33	16	bingewatching	bingewatche	VERB
spir-8473	33	17	facilitating	facilitate	VERB
spir-8473	33	18	feature	feature	NOUN
spir-8473	33	19	offered	offer	VERB
spir-8473	33	20	by	by	ADP
spir-8473	33	21	netflix	netflix	PROPN
spir-8473	33	22	?	?	PUNCT
spir-8473	34	1	and	and	CCONJ
spir-8473	34	2	rq2	rq2	NOUN
spir-8473	34	3	.	.	PUNCT
spir-8473	35	1	what	what	PRON
spir-8473	35	2	was	be	AUX
spir-8473	35	3	the	the	DET
spir-8473	35	4	first	first	ADJ
spir-8473	35	5	reactions	reaction	NOUN
spir-8473	35	6	to	to	ADP
spir-8473	35	7	the	the	DET
spir-8473	35	8	algorithmic	algorithmic	ADJ
spir-8473	35	9	catalog	catalog	NOUN
spir-8473	35	10	in	in	ADP
spir-8473	35	11	a	a	DET
spir-8473	35	12	population	population	NOUN
spir-8473	35	13	mainly	mainly	ADV
spir-8473	35	14	accustomed	accustomed	ADJ
spir-8473	35	15	to	to	PART
spir-8473	35	16	find	find	VERB
spir-8473	35	17	contents	content	NOUN
spir-8473	35	18	by	by	ADP
spir-8473	35	19	browsing	browse	VERB
spir-8473	35	20	genres	genre	NOUN
spir-8473	35	21	?	?	PUNCT
spir-8473	36	1	methodology	methodology	NOUN
spir-8473	36	2	dataset	dataset	NOUN
spir-8473	36	3	consists	consist	NOUN
spir-8473	36	4	of	of	ADP
spir-8473	36	5	36,976	36,976	NUM
spir-8473	36	6	tweets	tweet	NOUN
spir-8473	36	7	(	(	PUNCT
spir-8473	36	8	45	45	NUM
spir-8473	36	9	%	%	NOUN
spir-8473	36	10	retweets	retweet	NOUN
spir-8473	36	11	,	,	PUNCT
spir-8473	36	12	0.6	0.6	NUM
spir-8473	36	13	%	%	NOUN
spir-8473	36	14	@replies	@replie	NOUN
spir-8473	36	15	)	)	PUNCT
spir-8473	36	16	created	create	VERB
spir-8473	36	17	by	by	ADP
spir-8473	36	18	22,635	22,635	NUM
spir-8473	36	19	unique	unique	ADJ
spir-8473	36	20	contributors	contributor	NOUN
spir-8473	36	21	between	between	ADP
spir-8473	36	22	10/20/2015	10/20/2015	NUM
spir-8473	36	23	and	and	CCONJ
spir-8473	36	24	10/24/2015	10/24/2015	NUM
spir-8473	36	25	and	and	CCONJ
spir-8473	36	26	containing	contain	VERB
spir-8473	36	27	the	the	DET
spir-8473	36	28	official	official	ADJ
spir-8473	36	29	hashtag	hashtag	NOUN
spir-8473	36	30	#	#	NOUN
spir-8473	36	31	ciaonetflix	ciaonetflix	NOUN
spir-8473	36	32	,	,	PUNCT
spir-8473	36	33	a	a	DET
spir-8473	36	34	mention	mention	NOUN
spir-8473	36	35	to	to	ADP
spir-8473	36	36	the	the	DET
spir-8473	36	37	official	official	ADJ
spir-8473	36	38	twitter	twitter	NOUN
spir-8473	36	39	account	account	NOUN
spir-8473	36	40	of	of	ADP
spir-8473	36	41	netflix	netflix	PROPN
spir-8473	36	42	italia	italia	PROPN
spir-8473	36	43	(	(	PUNCT
spir-8473	36	44	@netflixit	@netflixit	NOUN
spir-8473	36	45	)	)	PUNCT
spir-8473	36	46	or	or	CCONJ
spir-8473	36	47	the	the	DET
spir-8473	36	48	generic	generic	ADJ
spir-8473	36	49	term	term	NOUN
spir-8473	36	50	netflix	netflix	NOUN
spir-8473	36	51	in	in	ADP
spir-8473	36	52	tweets	tweet	NOUN
spir-8473	36	53	written	write	VERB
spir-8473	36	54	in	in	ADP
spir-8473	36	55	italian	italian	ADJ
spir-8473	36	56	language	language	NOUN
spir-8473	36	57	.	.	PUNCT
spir-8473	37	1	due	due	ADP
spir-8473	37	2	to	to	ADP
spir-8473	37	3	the	the	DET
spir-8473	37	4	known	know	VERB
spir-8473	37	5	limits	limit	NOUN
spir-8473	37	6	of	of	ADP
spir-8473	37	7	twitter	twitter	NOUN
spir-8473	37	8	free	free	ADJ
spir-8473	37	9	api	api	NOUN
spir-8473	37	10	,	,	PUNCT
spir-8473	37	11	the	the	DET
spir-8473	37	12	dataset	dataset	NOUN
spir-8473	37	13	was	be	AUX
spir-8473	37	14	purchased	purchase	VERB
spir-8473	37	15	from	from	ADP
spir-8473	37	16	sifter	sifter	NOUN
spir-8473	37	17	,	,	PUNCT
spir-8473	37	18	a	a	DET
spir-8473	37	19	web	web	NOUN
spir-8473	37	20	service	service	NOUN
spir-8473	37	21	that	that	SCONJ
spir-8473	37	22	,	,	PUNCT
spir-8473	37	23	in	in	ADP
spir-8473	37	24	partnership	partnership	NOUN
spir-8473	37	25	with	with	ADP
spir-8473	37	26	gnip	gnip	NOUN
spir-8473	37	27	,	,	PUNCT
spir-8473	37	28	provides	provide	VERB
spir-8473	37	29	search	search	NOUN
spir-8473	37	30	and	and	CCONJ
spir-8473	37	31	retrieve	retrieve	VERB
spir-8473	37	32	access	access	NOUN
spir-8473	37	33	to	to	ADP
spir-8473	37	34	every	every	DET
spir-8473	37	35	undeleted	undeleted	ADJ
spir-8473	37	36	tweet	tweet	NOUN
spir-8473	37	37	in	in	ADP
spir-8473	37	38	the	the	DET
spir-8473	37	39	history	history	NOUN
spir-8473	37	40	of	of	ADP
spir-8473	37	41	twitter	twitter	NOUN
spir-8473	37	42	.	.	PUNCT
spir-8473	38	1	in	in	ADP
spir-8473	38	2	order	order	NOUN
spir-8473	38	3	to	to	PART
spir-8473	38	4	address	address	VERB
spir-8473	38	5	our	our	PRON
spir-8473	38	6	research	research	NOUN
spir-8473	38	7	questions	question	NOUN
spir-8473	38	8	we	we	PRON
spir-8473	38	9	designed	design	VERB
spir-8473	38	10	a	a	DET
spir-8473	38	11	strategy	strategy	NOUN
spir-8473	38	12	for	for	ADP
spir-8473	38	13	a	a	DET
spir-8473	38	14	content	content	NOUN
spir-8473	38	15	analysis	analysis	NOUN
spir-8473	38	16	of	of	ADP
spir-8473	38	17	all	all	DET
spir-8473	38	18	original	original	ADJ
spir-8473	38	19	tweets	tweet	NOUN
spir-8473	38	20	(	(	PUNCT
spir-8473	38	21	neither	neither	CCONJ
spir-8473	38	22	retweets	retweet	NOUN
spir-8473	38	23	or	or	CCONJ
spir-8473	38	24	@replies	@replie	NOUN
spir-8473	38	25	)	)	PUNCT
spir-8473	38	26	in	in	ADP
spir-8473	38	27	our	our	PRON
spir-8473	38	28	dataset	dataset	NOUN
spir-8473	38	29	(	(	PUNCT
spir-8473	38	30	n=17,623	n=17,623	NOUN
spir-8473	38	31	)	)	PUNCT
spir-8473	38	32	.	.	PUNCT
spir-8473	39	1	leveraging	leverage	VERB
spir-8473	39	2	on	on	ADP
spir-8473	39	3	existing	exist	VERB
spir-8473	39	4	literature	literature	NOUN
spir-8473	39	5	,	,	PUNCT
spir-8473	39	6	we	we	PRON
spir-8473	39	7	developed	develop	VERB
spir-8473	39	8	a	a	DET
spir-8473	39	9	codeset	codeset	NOUN
spir-8473	39	10	consisting	consist	VERB
spir-8473	39	11	of	of	ADP
spir-8473	39	12	the	the	DET
spir-8473	39	13	following	follow	VERB
spir-8473	39	14	non	non	ADJ
spir-8473	39	15	mutually	mutually	ADV
spir-8473	39	16	exclusive	exclusive	ADJ
spir-8473	39	17	categories	category	NOUN
spir-8473	39	18	:	:	PUNCT
spir-8473	39	19	description	description	NOUN
spir-8473	39	20	example1	example1	NOUN
spir-8473	39	21	time	time	NOUN
spir-8473	39	22	&	&	CCONJ
spir-8473	39	23	space	space	NOUN
spir-8473	39	24	readjusting	readjust	VERB
spir-8473	39	25	the	the	DET
spir-8473	39	26	daily	daily	ADJ
spir-8473	39	27	routine	routine	NOUN
spir-8473	39	28	for	for	ADP
spir-8473	39	29	binge	binge	NOUN
spir-8473	39	30	-	-	PUNCT
spir-8473	39	31	watching	watching	NOUN
spir-8473	39	32	i	i	PRON
spir-8473	39	33	think	think	VERB
spir-8473	39	34	there	there	PRON
spir-8473	39	35	’s	’	VERB
spir-8473	39	36	no	no	DET
spir-8473	39	37	better	well	ADJ
spir-8473	39	38	thing	thing	NOUN
spir-8473	39	39	than	than	ADP
spir-8473	39	40	watching	watch	VERB
spir-8473	39	41	a	a	DET
spir-8473	39	42	good	good	ADJ
spir-8473	39	43	show	show	NOUN
spir-8473	39	44	on	on	ADP
spir-8473	39	45	netflix	netflix	NOUN
spir-8473	39	46	at	at	ADP
spir-8473	39	47	night	night	NOUN
spir-8473	39	48	#	#	SYM
spir-8473	39	49	smallpleasures	smallpleasure	VERB
spir-8473	39	50	a	a	DET
spir-8473	39	51	whole	whole	ADJ
spir-8473	39	52	week	week	NOUN
spir-8473	39	53	at	at	ADP
spir-8473	39	54	home	home	NOUN
spir-8473	39	55	..	..	PUNCT
spir-8473	39	56	spending	spend	VERB
spir-8473	39	57	time	time	NOUN
spir-8473	39	58	this	this	DET
spir-8473	39	59	way	way	NOUN
spir-8473	39	60	watching	watch	VERB
spir-8473	39	61	narcos	narco	NOUN
spir-8473	39	62	netflix	netflix	PROPN
spir-8473	39	63	news	news	PROPN
spir-8473	39	64	how	how	SCONJ
spir-8473	39	65	to	to	PART
spir-8473	39	66	use	use	VERB
spir-8473	39	67	netflix	netflix	PROPN
spir-8473	39	68	,	,	PUNCT
spir-8473	39	69	url	url	PROPN
spir-8473	39	70	,	,	PUNCT
spir-8473	39	71	articles	article	NOUN
spir-8473	39	72	about	about	ADP
spir-8473	39	73	netflix	netflix	PROPN
spir-8473	39	74	and	and	CCONJ
spir-8473	39	75	its	its	PRON
spir-8473	39	76	functioning	function	VERB
spir-8473	39	77	netflix	netflix	NOUN
spir-8473	39	78	in	in	ADP
spir-8473	39	79	italy	italy	PROPN
spir-8473	39	80	,	,	PUNCT
spir-8473	39	81	everything	everything	PRON
spir-8473	39	82	you	you	PRON
spir-8473	39	83	need	need	VERB
spir-8473	39	84	to	to	PART
spir-8473	39	85	know	know	VERB
spir-8473	39	86	about	about	ADP
spir-8473	39	87	it	it	PRON
spir-8473	39	88	[	[	X
spir-8473	39	89	url	url	X
spir-8473	39	90	]	]	X
spir-8473	39	91	catalog	catalog	NOUN
spir-8473	39	92	opinions	opinion	NOUN
spir-8473	39	93	about	about	ADP
spir-8473	39	94	the	the	DET
spir-8473	39	95	catalog	catalog	NOUN
spir-8473	39	96	everyone	everyone	PRON
spir-8473	39	97	talking	talk	VERB
spir-8473	39	98	about	about	ADP
spir-8473	39	99	#	#	SYM
spir-8473	39	100	netflix	netflix	ADJ
spir-8473	39	101	lack	lack	NOUN
spir-8473	39	102	of	of	ADP
spir-8473	39	103	series	series	NOUN
spir-8473	39	104	,	,	PUNCT
spir-8473	39	105	and	and	CCONJ
spir-8473	39	106	what	what	PRON
spir-8473	39	107	about	about	ADP
spir-8473	39	108	the	the	DET
spir-8473	39	109	lack	lack	NOUN
spir-8473	39	110	of	of	ADP
spir-8473	39	111	movies	movie	NOUN
spir-8473	39	112	?	?	PUNCT
spir-8473	40	1	ridiculous	ridiculous	ADJ
spir-8473	40	2	catalogue	catalogue	NOUN
spir-8473	40	3	competitors	competitor	NOUN
spir-8473	40	4	mentioning	mention	VERB
spir-8473	40	5	a	a	DET
spir-8473	40	6	competitor	competitor	NOUN
spir-8473	40	7	my	my	PRON
spir-8473	40	8	favourite	favourite	ADJ
spir-8473	40	9	tv	tv	NOUN
spir-8473	40	10	series	series	NOUN
spir-8473	40	11	:	:	PUNCT
spir-8473	40	12	one	one	NUM
spir-8473	40	13	on	on	ADP
spir-8473	40	14	infinity	infinity	NOUN
spir-8473	40	15	,	,	PUNCT
spir-8473	40	16	one	one	NUM
spir-8473	40	17	on	on	ADP
spir-8473	40	18	netflix	netflix	NOUN
spir-8473	40	19	,	,	PUNCT
spir-8473	40	20	one	one	NUM
spir-8473	40	21	on	on	ADP
spir-8473	40	22	sky	sky	NOUN
spir-8473	40	23	.	.	PUNCT
spir-8473	41	1	i	i	PRON
spir-8473	41	2	think	think	VERB
spir-8473	41	3	i	i	PRON
spir-8473	41	4	’ll	’ll	AUX
spir-8473	41	5	subscribe	subscribe	VERB
spir-8473	41	6	to	to	ADP
spir-8473	41	7	torrent	torrent	PROPN
spir-8473	41	8	aesthetic	aesthetic	ADJ
spir-8473	41	9	objects	object	NOUN
spir-8473	41	10	mentioning	mention	VERB
spir-8473	41	11	specific	specific	ADJ
spir-8473	41	12	content	content	NOUN
spir-8473	41	13	god	god	PROPN
spir-8473	41	14	bless	bless	VERB
spir-8473	41	15	netflix	netflix	NOUN
spir-8473	41	16	.	.	PUNCT
spir-8473	42	1	#	#	PUNCT
spir-8473	42	2	daredevil	daredevil	ADJ
spir-8473	42	3	device	device	NOUN
spir-8473	42	4	mentioning	mentioning	NOUN
spir-8473	42	5	devices	device	NOUN
spir-8473	42	6	and	and	CCONJ
spir-8473	42	7	technologies	technology	NOUN
spir-8473	42	8	related	relate	VERB
spir-8473	42	9	to	to	ADP
spir-8473	42	10	netflix	netflix	PROPN
spir-8473	42	11	enjoy	enjoy	VERB
spir-8473	42	12	netflix	netflix	NOUN
spir-8473	42	13	with	with	ADP
spir-8473	42	14	sony	sony	PROPN
spir-8473	42	15	consoles	consoles	PROPN
spir-8473	42	16	[	[	X
spir-8473	42	17	url	url	X
spir-8473	42	18	]	]	X
spir-8473	42	19	1	1	NUM
spir-8473	42	20	tweets	tweet	NOUN
spir-8473	42	21	originally	originally	ADV
spir-8473	42	22	in	in	ADP
spir-8473	42	23	italian	italian	ADJ
spir-8473	42	24	.	.	PUNCT
spir-8473	43	1	subjective	subjective	ADJ
spir-8473	43	2	reactions	reaction	NOUN
spir-8473	43	3	personal	personal	ADJ
spir-8473	43	4	points	point	NOUN
spir-8473	43	5	of	of	ADP
spir-8473	43	6	view	view	NOUN
spir-8473	43	7	about	about	ADP
spir-8473	43	8	netflix	netflix	NOUN
spir-8473	43	9	:	:	PUNCT
spir-8473	43	10	-emotional	-emotional	ADJ
spir-8473	43	11	pov	pov	NOUN
spir-8473	43	12	:	:	PUNCT
spir-8473	43	13	uppercase	uppercase	ADJ
spir-8473	43	14	,	,	PUNCT
spir-8473	43	15	exclamation	exclamation	NOUN
spir-8473	43	16	points	point	NOUN
spir-8473	43	17	,	,	PUNCT
spir-8473	43	18	emphasis	emphasis	NOUN
spir-8473	43	19	marks	mark	NOUN
spir-8473	43	20	;	;	PUNCT
spir-8473	43	21	reports	report	NOUN
spir-8473	43	22	:	:	PUNCT
spir-8473	43	23	anedoctes	anedocte	VERB
spir-8473	43	24	halleluja	halleluja	PROPN
spir-8473	43	25	!	!	PUNCT
spir-8473	44	1	#	#	ADJ
spir-8473	44	2	ciaonetflix	ciaonetflix	ADJ
spir-8473	44	3	pizza	pizza	NOUN
spir-8473	44	4	and	and	CCONJ
spir-8473	44	5	#	#	SYM
spir-8473	44	6	netflix	netflix	NOUN
spir-8473	44	7	tonight	tonight	NOUN
spir-8473	44	8	at	at	ADP
spir-8473	44	9	the	the	DET
spir-8473	44	10	time	time	NOUN
spir-8473	44	11	of	of	ADP
spir-8473	44	12	writing	writing	NOUN
spir-8473	44	13	,	,	PUNCT
spir-8473	44	14	the	the	DET
spir-8473	44	15	content	content	NOUN
spir-8473	44	16	analysis	analysis	NOUN
spir-8473	44	17	is	be	AUX
spir-8473	44	18	still	still	ADV
spir-8473	44	19	in	in	ADP
spir-8473	44	20	progress	progress	NOUN
spir-8473	44	21	.	.	PUNCT
spir-8473	45	1	it	it	PRON
spir-8473	45	2	is	be	AUX
spir-8473	45	3	carried	carry	VERB
spir-8473	45	4	on	on	ADP
spir-8473	45	5	by	by	ADP
spir-8473	45	6	two	two	NUM
spir-8473	45	7	of	of	ADP
spir-8473	45	8	the	the	DET
spir-8473	45	9	three	three	NUM
spir-8473	45	10	authors	author	NOUN
spir-8473	45	11	after	after	ADP
spir-8473	45	12	a	a	DET
spir-8473	45	13	training	training	NOUN
spir-8473	45	14	-	-	PUNCT
spir-8473	45	15	phase	phase	NOUN
spir-8473	45	16	on	on	ADP
spir-8473	45	17	a	a	DET
spir-8473	45	18	sub	sub	NOUN
spir-8473	45	19	-	-	ADJ
spir-8473	45	20	set	set	ADJ
spir-8473	45	21	of	of	ADP
spir-8473	45	22	200	200	NUM
spir-8473	45	23	randomly	randomly	ADV
spir-8473	45	24	selected	select	VERB
spir-8473	45	25	tweets	tweet	NOUN
spir-8473	45	26	not	not	PART
spir-8473	45	27	included	include	VERB
spir-8473	45	28	in	in	ADP
spir-8473	45	29	the	the	DET
spir-8473	45	30	final	final	ADJ
spir-8473	45	31	dataset	dataset	NOUN
spir-8473	45	32	.	.	PUNCT
spir-8473	46	1	the	the	DET
spir-8473	46	2	training	training	NOUN
spir-8473	46	3	phase	phase	NOUN
spir-8473	46	4	resulted	result	VERB
spir-8473	46	5	in	in	ADP
spir-8473	46	6	an	an	DET
spir-8473	46	7	acceptable	acceptable	ADJ
spir-8473	46	8	level	level	NOUN
spir-8473	46	9	of	of	ADP
spir-8473	46	10	intercoder	intercoder	NOUN
spir-8473	46	11	agreement	agreement	NOUN
spir-8473	46	12	(	(	PUNCT
spir-8473	46	13	krippendorff	krippendorff	NOUN
spir-8473	46	14	's	's	PART
spir-8473	46	15	alpha	alpha	NOUN
spir-8473	46	16	=	=	NOUN
spir-8473	46	17	0.82	0.82	NUM
spir-8473	46	18	)	)	PUNCT
spir-8473	46	19	.	.	PUNCT
spir-8473	47	1	the	the	DET
spir-8473	47	2	paper	paper	NOUN
spir-8473	47	3	will	will	AUX
spir-8473	47	4	discuss	discuss	VERB
spir-8473	47	5	the	the	DET
spir-8473	47	6	results	result	NOUN
spir-8473	47	7	of	of	ADP
spir-8473	47	8	the	the	DET
spir-8473	47	9	content	content	NOUN
spir-8473	47	10	analysis	analysis	NOUN
spir-8473	47	11	in	in	ADP
spir-8473	47	12	the	the	DET
spir-8473	47	13	context	context	NOUN
spir-8473	47	14	of	of	ADP
spir-8473	47	15	existing	exist	VERB
spir-8473	47	16	literature	literature	NOUN
spir-8473	47	17	.	.	PUNCT
spir-8473	48	1	references	reference	NOUN
spir-8473	48	2	andò	andò	PROPN
spir-8473	48	3	,	,	PUNCT
spir-8473	48	4	r.	r.	PROPN
spir-8473	48	5	,	,	PUNCT
spir-8473	48	6	marinelli	marinelli	PROPN
spir-8473	48	7	,	,	PUNCT
spir-8473	48	8	a.	a.	NOUN
spir-8473	48	9	(	(	PUNCT
spir-8473	48	10	2012	2012	NUM
spir-8473	48	11	)	)	PUNCT
spir-8473	48	12	.	.	PUNCT
spir-8473	49	1	dal	dal	NOUN
spir-8473	49	2	textual	textual	ADJ
spir-8473	49	3	poacher	poacher	NOUN
spir-8473	49	4	al	al	PROPN
spir-8473	49	5	like	like	PROPN
spir-8473	49	6	/	/	SYM
spir-8473	49	7	dislike	dislike	NOUN
spir-8473	49	8	.	.	PUNCT
spir-8473	50	1	quale	quale	PROPN
spir-8473	50	2	valore	valore	PROPN
spir-8473	50	3	dare	dare	VERB
spir-8473	50	4	all’«engagement	all’«engagement	ADJ
spir-8473	50	5	»	»	PUNCT
spir-8473	50	6	delle	delle	NOUN
spir-8473	50	7	audience	audience	NOUN
spir-8473	50	8	2.0	2.0	NUM
spir-8473	50	9	?	?	PUNCT
spir-8473	50	10	.	.	PUNCT
spir-8473	51	1	comunicazioni	comunicazioni	PROPN
spir-8473	51	2	sociali	sociali	PROPN
spir-8473	51	3	,	,	PUNCT
spir-8473	51	4	2	2	NUM
spir-8473	51	5	,	,	PUNCT
spir-8473	51	6	347	347	NUM
spir-8473	51	7	-	-	SYM
spir-8473	51	8	357	357	NUM
spir-8473	51	9	baym	baym	NOUN
spir-8473	51	10	,	,	PUNCT
spir-8473	51	11	n.k	n.k	PROPN
spir-8473	51	12	.	.	PROPN
spir-8473	51	13	(	(	PUNCT
spir-8473	51	14	2010	2010	NUM
spir-8473	51	15	)	)	PUNCT
spir-8473	51	16	.	.	PUNCT
spir-8473	52	1	personal	personal	ADJ
spir-8473	52	2	connections	connection	NOUN
spir-8473	52	3	in	in	ADP
spir-8473	52	4	the	the	DET
spir-8473	52	5	digital	digital	ADJ
spir-8473	52	6	age	age	NOUN
spir-8473	52	7	.	.	PUNCT
spir-8473	53	1	cambridge	cambridge	NOUN
spir-8473	53	2	:	:	PUNCT
spir-8473	53	3	polity	polity	NOUN
spir-8473	53	4	press	press	PROPN
spir-8473	53	5	brunsdon	brunsdon	PROPN
spir-8473	53	6	,	,	PUNCT
spir-8473	53	7	c.	c.	PROPN
spir-8473	53	8	(	(	PUNCT
spir-8473	53	9	2010	2010	NUM
spir-8473	53	10	)	)	PUNCT
spir-8473	53	11	.	.	PUNCT
spir-8473	54	1	bingeing	binge	VERB
spir-8473	54	2	on	on	ADP
spir-8473	54	3	box	box	NOUN
spir-8473	54	4	-	-	PUNCT
spir-8473	54	5	sets	set	NOUN
spir-8473	54	6	:	:	PUNCT
spir-8473	54	7	the	the	DET
spir-8473	54	8	national	national	ADJ
spir-8473	54	9	and	and	CCONJ
spir-8473	54	10	the	the	DET
spir-8473	54	11	digital	digital	ADJ
spir-8473	54	12	in	in	ADP
spir-8473	54	13	television	television	NOUN
spir-8473	54	14	crime	crime	NOUN
spir-8473	54	15	drama	drama	NOUN
spir-8473	54	16	.	.	PUNCT
spir-8473	55	1	gripsrud	gripsrud	NOUN
spir-8473	55	2	,	,	PUNCT
spir-8473	55	3	j.	j.	PROPN
spir-8473	55	4	(	(	PUNCT
spir-8473	55	5	ed	ed	NOUN
spir-8473	55	6	.	.	PUNCT
spir-8473	55	7	)	)	PUNCT
spir-8473	55	8	,	,	PUNCT
spir-8473	55	9	relocating	relocate	VERB
spir-8473	55	10	television	television	NOUN
spir-8473	55	11	:	:	PUNCT
spir-8473	55	12	television	television	NOUN
spir-8473	55	13	in	in	ADP
spir-8473	55	14	the	the	DET
spir-8473	55	15	digital	digital	ADJ
spir-8473	55	16	context	context	NOUN
spir-8473	55	17	.	.	PUNCT
spir-8473	56	1	london	london	PROPN
spir-8473	56	2	:	:	PUNCT
spir-8473	56	3	routledge	routledge	PROPN
spir-8473	56	4	,	,	PUNCT
spir-8473	56	5	61–75	61–75	NUM
spir-8473	56	6	gillespie	gillespie	NOUN
spir-8473	56	7	,	,	PUNCT
spir-8473	56	8	t.	t.	NOUN
spir-8473	56	9	(	(	PUNCT
spir-8473	56	10	2014	2014	NUM
spir-8473	56	11	)	)	PUNCT
spir-8473	56	12	.	.	PUNCT
spir-8473	57	1	9	9	NUM
spir-8473	57	2	the	the	DET
spir-8473	57	3	relevance	relevance	NOUN
spir-8473	57	4	of	of	ADP
spir-8473	57	5	algorithms	algorithm	NOUN
spir-8473	57	6	.	.	PUNCT
spir-8473	58	1	media	medium	NOUN
spir-8473	58	2	technologies	technology	NOUN
spir-8473	58	3	:	:	PUNCT
spir-8473	58	4	essays	essay	NOUN
spir-8473	58	5	on	on	ADP
spir-8473	58	6	communication	communication	NOUN
spir-8473	58	7	,	,	PUNCT
spir-8473	58	8	materiality	materiality	NOUN
spir-8473	58	9	,	,	PUNCT
spir-8473	58	10	and	and	CCONJ
spir-8473	58	11	society	society	NOUN
spir-8473	58	12	,	,	PUNCT
spir-8473	58	13	167	167	NUM
spir-8473	58	14	.	.	PUNCT
spir-8473	59	1	jenkins	jenkins	PROPN
spir-8473	59	2	,	,	PUNCT
spir-8473	59	3	h.	h.	PROPN
spir-8473	59	4	,	,	PUNCT
spir-8473	59	5	ford	ford	PROPN
spir-8473	59	6	s.	s.	PROPN
spir-8473	59	7	,	,	PUNCT
spir-8473	59	8	green	green	PROPN
spir-8473	59	9	j.	j.	PROPN
spir-8473	59	10	(	(	PUNCT
spir-8473	59	11	2013	2013	NUM
spir-8473	59	12	)	)	PUNCT
spir-8473	59	13	.	.	PUNCT
spir-8473	60	1	spreadable	spreadable	ADJ
spir-8473	60	2	media	medium	NOUN
spir-8473	60	3	:	:	PUNCT
spir-8473	60	4	creating	create	VERB
spir-8473	60	5	value	value	NOUN
spir-8473	60	6	and	and	CCONJ
spir-8473	60	7	meaning	meaning	NOUN
spir-8473	60	8	in	in	ADP
spir-8473	60	9	a	a	DET
spir-8473	60	10	networked	networked	ADJ
spir-8473	60	11	culture	culture	NOUN
spir-8473	60	12	.	.	PUNCT
spir-8473	61	1	new	new	PROPN
spir-8473	61	2	york	york	PROPN
spir-8473	61	3	,	,	PUNCT
spir-8473	61	4	london	london	PROPN
spir-8473	61	5	:	:	PUNCT
spir-8473	61	6	new	new	PROPN
spir-8473	61	7	york	york	PROPN
spir-8473	61	8	university	university	PROPN
spir-8473	61	9	press	press	PROPN
spir-8473	61	10	jenner	jenner	PROPN
spir-8473	61	11	,	,	PUNCT
spir-8473	61	12	m.	m.	NOUN
spir-8473	61	13	(	(	PUNCT
spir-8473	61	14	2015	2015	NUM
spir-8473	61	15	)	)	PUNCT
spir-8473	61	16	.	.	PUNCT
spir-8473	62	1	binge	binge	NOUN
spir-8473	62	2	-	-	PUNCT
spir-8473	62	3	watching	watching	NOUN
spir-8473	62	4	:	:	PUNCT
spir-8473	62	5	video	video	NOUN
spir-8473	62	6	-	-	PUNCT
spir-8473	62	7	on	on	ADP
spir-8473	62	8	-	-	PUNCT
spir-8473	62	9	demand	demand	NOUN
spir-8473	62	10	,	,	PUNCT
spir-8473	62	11	quality	quality	NOUN
spir-8473	62	12	tv	tv	NOUN
spir-8473	62	13	and	and	CCONJ
spir-8473	62	14	mainstreaming	mainstreame	VERB
spir-8473	62	15	fandom	fandom	NOUN
spir-8473	62	16	.	.	PUNCT
spir-8473	63	1	international	international	ADJ
spir-8473	63	2	journal	journal	PROPN
spir-8473	63	3	of	of	ADP
spir-8473	63	4	cultural	cultural	ADJ
spir-8473	63	5	studies	study	NOUN
spir-8473	63	6	,	,	PUNCT
spir-8473	63	7	online	online	INTJ
spir-8473	63	8	,	,	PUNCT
spir-8473	63	9	1–17	1–17	PROPN
spir-8473	63	10	hallinan	hallinan	PROPN
spir-8473	63	11	,	,	PUNCT
spir-8473	63	12	b.	b.	PROPN
spir-8473	63	13	,	,	PUNCT
spir-8473	63	14	&	&	CCONJ
spir-8473	63	15	striphas	striphas	PROPN
spir-8473	63	16	,	,	PUNCT
spir-8473	63	17	t.	t.	PROPN
spir-8473	63	18	(	(	PUNCT
spir-8473	63	19	2016	2016	NUM
spir-8473	63	20	)	)	PUNCT
spir-8473	63	21	.	.	PUNCT
spir-8473	64	1	recommended	recommend	VERB
spir-8473	64	2	for	for	ADP
spir-8473	64	3	you	you	PRON
spir-8473	64	4	:	:	PUNCT
spir-8473	64	5	the	the	DET
spir-8473	64	6	netflix	netflix	PROPN
spir-8473	64	7	prize	prize	PROPN
spir-8473	64	8	and	and	CCONJ
spir-8473	64	9	the	the	DET
spir-8473	64	10	production	production	NOUN
spir-8473	64	11	of	of	ADP
spir-8473	64	12	algorithmic	algorithmic	ADJ
spir-8473	64	13	culture	culture	NOUN
spir-8473	64	14	.	.	PUNCT
spir-8473	65	1	new	new	ADJ
spir-8473	65	2	media	medium	NOUN
spir-8473	65	3	&	&	CCONJ
spir-8473	65	4	society	society	NOUN
spir-8473	65	5	,	,	PUNCT
spir-8473	65	6	18(1	18(1	NUM
spir-8473	65	7	)	)	PUNCT
spir-8473	65	8	,	,	PUNCT
spir-8473	65	9	117–137	117–137	NUM
spir-8473	65	10	.	.	PUNCT
spir-8473	66	1	http://doi.org/10.1177/1461444814538646	http://doi.org/10.1177/1461444814538646	PROPN
spir-8473	66	2	lazer	lazer	NOUN
spir-8473	66	3	,	,	PUNCT
spir-8473	66	4	d.	d.	PROPN
spir-8473	66	5	(	(	PUNCT
spir-8473	66	6	2015	2015	NUM
spir-8473	66	7	)	)	PUNCT
spir-8473	66	8	.	.	PUNCT
spir-8473	67	1	the	the	DET
spir-8473	67	2	rise	rise	NOUN
spir-8473	67	3	of	of	ADP
spir-8473	67	4	the	the	DET
spir-8473	67	5	social	social	ADJ
spir-8473	67	6	algorithm	algorithm	NOUN
spir-8473	67	7	.	.	PUNCT
spir-8473	68	1	science	science	NOUN
spir-8473	68	2	,	,	PUNCT
spir-8473	68	3	348(6239	348(6239	NUM
spir-8473	68	4	)	)	PUNCT
spir-8473	68	5	,	,	PUNCT
spir-8473	68	6	1090–1091	1090–1091	NUM
spir-8473	68	7	.	.	PUNCT