id	sid	tid	token	lemma	pos
spir-8566	1	1	ecologies	ecology	NOUN
spir-8566	1	2	of	of	ADP
spir-8566	1	3	subversion	subversion	NOUN
spir-8566	1	4	and	and	CCONJ
spir-8566	1	5	inspiration	inspiration	NOUN
spir-8566	1	6	on	on	ADP
spir-8566	1	7	twitter	twitter	NOUN
spir-8566	1	8	:	:	PUNCT
spir-8566	1	9	the	the	DET
spir-8566	1	10	hijacking	hijacking	NOUN
spir-8566	1	11	of	of	ADP
spir-8566	1	12	#	#	SYM
spir-8566	1	13	mynypd	mynypd	ADJ
spir-8566	1	14	selected	select	VERB
spir-8566	1	15	papers	paper	NOUN
spir-8566	1	16	of	of	ADP
spir-8566	1	17	internet	internet	NOUN
spir-8566	1	18	research	research	NOUN
spir-8566	1	19	16	16	NUM
spir-8566	1	20	:	:	PUNCT
spir-8566	1	21	the	the	DET
spir-8566	1	22	16th	16th	ADJ
spir-8566	1	23	annual	annual	ADJ
spir-8566	1	24	meeting	meeting	NOUN
spir-8566	1	25	of	of	ADP
spir-8566	1	26	the	the	DET
spir-8566	1	27	association	association	NOUN
spir-8566	1	28	of	of	ADP
spir-8566	1	29	internet	internet	NOUN
spir-8566	1	30	researchers	researcher	NOUN
spir-8566	1	31	phoenix	phoenix	PROPN
spir-8566	1	32	,	,	PUNCT
spir-8566	1	33	az	az	PROPN
spir-8566	1	34	,	,	PUNCT
spir-8566	1	35	usa	usa	PROPN
spir-8566	1	36	/	/	SYM
spir-8566	1	37	21	21	NUM
spir-8566	1	38	-	-	SYM
spir-8566	1	39	24	24	NUM
spir-8566	1	40	october	october	PROPN
spir-8566	1	41	2015	2015	NUM
spir-8566	1	42	ecologies	ecology	NOUN
spir-8566	1	43	of	of	ADP
spir-8566	1	44	subversion	subversion	NOUN
spir-8566	1	45	and	and	CCONJ
spir-8566	1	46	inspiration	inspiration	NOUN
spir-8566	1	47	on	on	ADP
spir-8566	1	48	twitter	twitter	NOUN
spir-8566	1	49	:	:	PUNCT
spir-8566	1	50	the	the	DET
spir-8566	1	51	hijacking	hijacking	NOUN
spir-8566	1	52	of	of	ADP
spir-8566	1	53	#	#	SYM
spir-8566	1	54	mynypd	mynypd	ADJ
spir-8566	1	55	thomas	thomas	PROPN
spir-8566	1	56	breideband	breideband	PROPN
spir-8566	1	57	georgia	georgia	PROPN
spir-8566	1	58	state	state	PROPN
spir-8566	1	59	university	university	PROPN
spir-8566	1	60	(	(	PUNCT
spir-8566	1	61	atlanta	atlanta	PROPN
spir-8566	1	62	,	,	PUNCT
spir-8566	1	63	usa	usa	PROPN
spir-8566	1	64	)	)	PUNCT
spir-8566	1	65	johannes	johannes	PROPN
spir-8566	1	66	gutenberg	gutenberg	PROPN
spir-8566	1	67	-	-	PUNCT
spir-8566	1	68	universität	universität	PROPN
spir-8566	1	69	(	(	PUNCT
spir-8566	1	70	mainz	mainz	PROPN
spir-8566	1	71	,	,	PUNCT
spir-8566	1	72	germany	germany	PROPN
spir-8566	1	73	)	)	PUNCT
spir-8566	1	74	abstract	abstract	ADJ
spir-8566	1	75	recent	recent	ADJ
spir-8566	1	76	new	new	ADJ
spir-8566	1	77	media	medium	NOUN
spir-8566	1	78	image	image	NOUN
spir-8566	1	79	scandals	scandal	NOUN
spir-8566	1	80	on	on	ADP
spir-8566	1	81	twitter	twitter	NOUN
spir-8566	1	82	such	such	ADJ
spir-8566	1	83	as	as	ADP
spir-8566	1	84	the	the	DET
spir-8566	1	85	#	#	SYM
spir-8566	1	86	mynypd	mynypd	ADJ
spir-8566	1	87	hashtag	hashtag	NOUN
spir-8566	1	88	debacle	debacle	NOUN
spir-8566	1	89	in	in	ADP
spir-8566	1	90	2014	2014	NUM
spir-8566	1	91	or	or	CCONJ
spir-8566	1	92	the	the	DET
spir-8566	1	93	#	#	SYM
spir-8566	1	94	mcdstories	mcdstorie	NOUN
spir-8566	1	95	hashtag	hashtag	NOUN
spir-8566	1	96	controversy	controversy	NOUN
spir-8566	1	97	in	in	ADP
spir-8566	1	98	2012	2012	NUM
spir-8566	1	99	have	have	AUX
spir-8566	1	100	pointed	point	VERB
spir-8566	1	101	towards	towards	ADP
spir-8566	1	102	emancipatory	emancipatory	ADJ
spir-8566	1	103	,	,	PUNCT
spir-8566	1	104	anti	anti	ADJ
spir-8566	1	105	-	-	ADJ
spir-8566	1	106	corporate	corporate	ADJ
spir-8566	1	107	communication	communication	NOUN
spir-8566	1	108	practices	practice	NOUN
spir-8566	1	109	of	of	ADP
spir-8566	1	110	engaged	engaged	ADJ
spir-8566	1	111	citizens	citizen	NOUN
spir-8566	1	112	and	and	CCONJ
spir-8566	1	113	customers	customer	NOUN
spir-8566	1	114	surrounding	surround	VERB
spir-8566	1	115	the	the	DET
spir-8566	1	116	acquisition	acquisition	NOUN
spir-8566	1	117	of	of	ADP
spir-8566	1	118	social	social	ADJ
spir-8566	1	119	capital	capital	NOUN
spir-8566	1	120	online	online	ADV
spir-8566	1	121	.	.	PUNCT
spir-8566	2	1	in	in	ADP
spir-8566	2	2	view	view	NOUN
spir-8566	2	3	of	of	ADP
spir-8566	2	4	these	these	DET
spir-8566	2	5	events	event	NOUN
spir-8566	2	6	,	,	PUNCT
spir-8566	2	7	i	i	PRON
spir-8566	2	8	argue	argue	VERB
spir-8566	2	9	that	that	SCONJ
spir-8566	2	10	communication	communication	NOUN
spir-8566	2	11	practices	practice	NOUN
spir-8566	2	12	of	of	ADP
spir-8566	2	13	resistance	resistance	NOUN
spir-8566	2	14	on	on	ADP
spir-8566	2	15	new	new	ADJ
spir-8566	2	16	media	medium	NOUN
spir-8566	2	17	reinforce	reinforce	NOUN
spir-8566	2	18	and	and	CCONJ
spir-8566	2	19	strengthen	strengthen	VERB
spir-8566	2	20	the	the	DET
spir-8566	2	21	complementary	complementary	ADJ
spir-8566	2	22	and	and	CCONJ
spir-8566	2	23	reciprocal	reciprocal	ADJ
spir-8566	2	24	relationship	relationship	NOUN
spir-8566	2	25	between	between	ADP
spir-8566	2	26	structure	structure	NOUN
spir-8566	2	27	and	and	CCONJ
spir-8566	2	28	agency	agency	NOUN
spir-8566	2	29	.	.	PUNCT
spir-8566	3	1	by	by	ADP
spir-8566	3	2	analyzing	analyze	VERB
spir-8566	3	3	cases	case	NOUN
spir-8566	3	4	of	of	ADP
spir-8566	3	5	hashtag	hashtag	NOUN
spir-8566	3	6	hijacking	hijacking	NOUN
spir-8566	3	7	,	,	PUNCT
spir-8566	3	8	we	we	PRON
spir-8566	3	9	can	can	AUX
spir-8566	3	10	see	see	VERB
spir-8566	3	11	new	new	ADJ
spir-8566	3	12	media	medium	NOUN
spir-8566	3	13	’s	’s	PART
spir-8566	3	14	transgressive	transgressive	ADJ
spir-8566	3	15	potential	potential	NOUN
spir-8566	3	16	for	for	ADP
spir-8566	3	17	individuals	individual	NOUN
spir-8566	3	18	and	and	CCONJ
spir-8566	3	19	groups	group	NOUN
spir-8566	3	20	to	to	PART
spir-8566	3	21	participate	participate	VERB
spir-8566	3	22	in	in	ADP
spir-8566	3	23	ad	ad	X
spir-8566	3	24	hoc	hoc	X
spir-8566	3	25	communities	community	NOUN
spir-8566	3	26	of	of	ADP
spir-8566	3	27	protest	protest	NOUN
spir-8566	3	28	and	and	CCONJ
spir-8566	3	29	to	to	PART
spir-8566	3	30	appropriate	appropriate	VERB
spir-8566	3	31	,	,	PUNCT
spir-8566	3	32	manipulate	manipulate	VERB
spir-8566	3	33	,	,	PUNCT
spir-8566	3	34	and	and	CCONJ
spir-8566	3	35	redirect	redirect	VERB
spir-8566	3	36	particular	particular	ADJ
spir-8566	3	37	hashtag	hashtag	NOUN
spir-8566	3	38	conversations	conversation	NOUN
spir-8566	3	39	through	through	ADP
spir-8566	3	40	ecologies	ecology	NOUN
spir-8566	3	41	of	of	ADP
spir-8566	3	42	subversion	subversion	NOUN
spir-8566	3	43	and	and	CCONJ
spir-8566	3	44	inspiration	inspiration	NOUN
spir-8566	3	45	.	.	PUNCT
spir-8566	4	1	internet	internet	NOUN
spir-8566	4	2	researchers	researcher	NOUN
spir-8566	4	3	can	can	AUX
spir-8566	4	4	,	,	PUNCT
spir-8566	4	5	thus	thus	ADV
spir-8566	4	6	,	,	PUNCT
spir-8566	4	7	not	not	PART
spir-8566	4	8	only	only	ADV
spir-8566	4	9	demarcate	demarcate	VERB
spir-8566	4	10	various	various	ADJ
spir-8566	4	11	rhetorical	rhetorical	ADJ
spir-8566	4	12	roles	role	NOUN
spir-8566	4	13	exercised	exercise	VERB
spir-8566	4	14	by	by	ADP
spir-8566	4	15	individual	individual	ADJ
spir-8566	4	16	participants	participant	NOUN
spir-8566	4	17	but	but	CCONJ
spir-8566	4	18	also	also	ADV
spir-8566	4	19	trace	trace	VERB
spir-8566	4	20	the	the	DET
spir-8566	4	21	impact	impact	NOUN
spir-8566	4	22	of	of	ADP
spir-8566	4	23	hashtags	hashtag	NOUN
spir-8566	4	24	as	as	ADP
spir-8566	4	25	idiosyncratic	idiosyncratic	ADJ
spir-8566	4	26	,	,	PUNCT
spir-8566	4	27	discourse	discourse	NOUN
spir-8566	4	28	-	-	PUNCT
spir-8566	4	29	enabling	enable	VERB
spir-8566	4	30	markers	marker	NOUN
spir-8566	4	31	.	.	PUNCT
spir-8566	5	1	introduction	introduction	NOUN
spir-8566	5	2	one	one	NUM
spir-8566	5	3	of	of	ADP
spir-8566	5	4	the	the	DET
spir-8566	5	5	long	long	ADV
spir-8566	5	6	-	-	PUNCT
spir-8566	5	7	standing	stand	VERB
spir-8566	5	8	debates	debate	NOUN
spir-8566	5	9	in	in	ADP
spir-8566	5	10	the	the	DET
spir-8566	5	11	social	social	ADJ
spir-8566	5	12	sciences	science	NOUN
spir-8566	5	13	surrounds	surround	VERB
spir-8566	5	14	the	the	DET
spir-8566	5	15	relationship	relationship	NOUN
spir-8566	5	16	between	between	ADP
spir-8566	5	17	structure	structure	NOUN
spir-8566	5	18	and	and	CCONJ
spir-8566	5	19	agency	agency	NOUN
spir-8566	5	20	.	.	PUNCT
spir-8566	6	1	some	some	DET
spir-8566	6	2	branches	branch	NOUN
spir-8566	6	3	such	such	ADJ
spir-8566	6	4	as	as	ADP
spir-8566	6	5	structuralism	structuralism	NOUN
spir-8566	6	6	,	,	PUNCT
spir-8566	6	7	functionalism	functionalism	NOUN
spir-8566	6	8	,	,	PUNCT
spir-8566	6	9	or	or	CCONJ
spir-8566	6	10	marxism	marxism	NOUN
spir-8566	6	11	consider	consider	VERB
spir-8566	6	12	‘	'	PUNCT
spir-8566	6	13	structures	structure	NOUN
spir-8566	6	14	’	'	PUNCT
spir-8566	6	15	the	the	DET
spir-8566	6	16	objective	objective	NOUN
spir-8566	6	17	,	,	PUNCT
spir-8566	6	18	preeminent	preeminent	ADJ
spir-8566	6	19	social	social	ADJ
spir-8566	6	20	configurations	configuration	NOUN
spir-8566	6	21	that	that	PRON
spir-8566	6	22	condition	condition	NOUN
spir-8566	6	23	and	and	CCONJ
spir-8566	6	24	constrain	constrain	VERB
spir-8566	6	25	the	the	DET
spir-8566	6	26	ways	way	NOUN
spir-8566	6	27	people	people	NOUN
spir-8566	6	28	act	act	VERB
spir-8566	6	29	.	.	PUNCT
spir-8566	7	1	other	other	ADJ
spir-8566	7	2	branches	branch	NOUN
spir-8566	7	3	such	such	ADJ
spir-8566	7	4	as	as	ADP
spir-8566	7	5	phenomenology	phenomenology	NOUN
spir-8566	7	6	or	or	CCONJ
spir-8566	7	7	symbolic	symbolic	ADJ
spir-8566	7	8	interactionism	interactionism	NOUN
spir-8566	7	9	assert	assert	VERB
spir-8566	7	10	that	that	SCONJ
spir-8566	7	11	‘	'	PUNCT
spir-8566	7	12	agents	agent	NOUN
spir-8566	7	13	’	'	PUNCT
spir-8566	7	14	are	be	AUX
spir-8566	7	15	,	,	PUNCT
spir-8566	7	16	in	in	ADP
spir-8566	7	17	fact	fact	NOUN
spir-8566	7	18	,	,	PUNCT
spir-8566	7	19	active	active	ADJ
spir-8566	7	20	drivers	driver	NOUN
spir-8566	7	21	and	and	CCONJ
spir-8566	7	22	shapers	shaper	NOUN
spir-8566	7	23	whose	whose	DET
spir-8566	7	24	agency	agency	NOUN
spir-8566	7	25	creates	create	VERB
spir-8566	7	26	and	and	CCONJ
spir-8566	7	27	sustains	sustain	VERB
spir-8566	7	28	structures	structure	NOUN
spir-8566	7	29	for	for	ADP
spir-8566	7	30	human	human	ADJ
spir-8566	7	31	conduct	conduct	NOUN
spir-8566	7	32	.	.	PUNCT
spir-8566	8	1	a	a	DET
spir-8566	8	2	third	third	ADJ
spir-8566	8	3	,	,	PUNCT
spir-8566	8	4	and	and	CCONJ
spir-8566	8	5	more	more	ADV
spir-8566	8	6	recent	recent	ADJ
spir-8566	8	7	perspective	perspective	NOUN
spir-8566	8	8	,	,	PUNCT
spir-8566	8	9	to	to	PART
spir-8566	8	10	which	which	PRON
spir-8566	8	11	this	this	DET
spir-8566	8	12	paper	paper	NOUN
spir-8566	8	13	contributes	contribute	VERB
spir-8566	8	14	,	,	PUNCT
spir-8566	8	15	has	have	AUX
spir-8566	8	16	advanced	advance	VERB
spir-8566	8	17	the	the	DET
spir-8566	8	18	complementary	complementary	ADJ
spir-8566	8	19	and	and	CCONJ
spir-8566	8	20	reciprocal	reciprocal	ADJ
spir-8566	8	21	nature	nature	NOUN
spir-8566	8	22	of	of	ADP
spir-8566	8	23	structure	structure	NOUN
spir-8566	8	24	and	and	CCONJ
spir-8566	8	25	agency	agency	NOUN
spir-8566	8	26	.	.	PUNCT
spir-8566	9	1	proponents	proponent	NOUN
spir-8566	9	2	of	of	ADP
spir-8566	9	3	the	the	DET
spir-8566	9	4	latter	latter	ADJ
spir-8566	9	5	view	view	NOUN
spir-8566	9	6	such	such	ADJ
spir-8566	9	7	as	as	ADP
spir-8566	9	8	anthony	anthony	PROPN
spir-8566	9	9	giddens	giddens	PROPN
spir-8566	9	10	and	and	CCONJ
spir-8566	9	11	pierre	pierre	PROPN
spir-8566	9	12	bourdieu	bourdieu	PROPN
spir-8566	9	13	have	have	AUX
spir-8566	9	14	emphasized	emphasize	VERB
spir-8566	9	15	that	that	SCONJ
spir-8566	9	16	structures	structure	NOUN
spir-8566	9	17	inform	inform	VERB
spir-8566	9	18	human	human	ADJ
spir-8566	9	19	actions	action	NOUN
spir-8566	9	20	and	and	CCONJ
spir-8566	9	21	vice	vice	ADV
spir-8566	9	22	versa	versa	ADV
spir-8566	9	23	.	.	PUNCT
spir-8566	10	1	in	in	ADP
spir-8566	10	2	particular	particular	ADJ
spir-8566	10	3	,	,	PUNCT
spir-8566	10	4	bourdieu	bourdieu	PROPN
spir-8566	10	5	’s	’s	PART
spir-8566	10	6	(	(	PUNCT
spir-8566	10	7	1984	1984	NUM
spir-8566	10	8	)	)	PUNCT
spir-8566	10	9	concepts	concept	NOUN
spir-8566	10	10	of	of	ADP
spir-8566	10	11	the	the	DET
spir-8566	10	12	‘	'	PUNCT
spir-8566	10	13	habitus	habitus	NOUN
spir-8566	10	14	’	'	PUNCT
spir-8566	10	15	and	and	CCONJ
spir-8566	10	16	‘	'	PUNCT
spir-8566	10	17	communities	community	NOUN
spir-8566	10	18	of	of	ADP
spir-8566	10	19	practice	practice	NOUN
spir-8566	10	20	’	'	PUNCT
spir-8566	10	21	conceptualize	conceptualize	VERB
spir-8566	10	22	a	a	DET
spir-8566	10	23	bridge	bridge	NOUN
spir-8566	10	24	between	between	ADP
spir-8566	10	25	structure	structure	NOUN
spir-8566	10	26	and	and	CCONJ
spir-8566	10	27	agency	agency	NOUN
spir-8566	10	28	so	so	SCONJ
spir-8566	10	29	that	that	SCONJ
spir-8566	10	30	“	"	PUNCT
spir-8566	10	31	social	social	ADJ
spir-8566	10	32	structures	structure	NOUN
spir-8566	10	33	are	be	AUX
spir-8566	10	34	both	both	PRON
spir-8566	10	35	constituted	constitute	VERB
spir-8566	10	36	by	by	ADP
spir-8566	10	37	human	human	ADJ
spir-8566	10	38	agency	agency	NOUN
spir-8566	10	39	,	,	PUNCT
spir-8566	10	40	and	and	CCONJ
spir-8566	10	41	yet	yet	ADV
spir-8566	10	42	at	at	ADP
spir-8566	10	43	the	the	DET
spir-8566	10	44	same	same	ADJ
spir-8566	10	45	time	time	NOUN
spir-8566	10	46	are	be	AUX
spir-8566	10	47	the	the	DET
spir-8566	10	48	very	very	ADV
spir-8566	10	49	medium	medium	NOUN
spir-8566	10	50	of	of	ADP
spir-8566	10	51	this	this	DET
spir-8566	10	52	constitution	constitution	NOUN
spir-8566	10	53	”	"	PUNCT
spir-8566	11	1	(	(	PUNCT
spir-8566	11	2	giddens	giddens	PROPN
spir-8566	11	3	121	121	NUM
spir-8566	11	4	)	)	PUNCT
spir-8566	11	5	.	.	PUNCT
spir-8566	12	1	conceived	conceive	VERB
spir-8566	12	2	in	in	ADP
spir-8566	12	3	such	such	DET
spir-8566	12	4	a	a	DET
spir-8566	12	5	way	way	NOUN
spir-8566	12	6	,	,	PUNCT
spir-8566	12	7	individual	individual	ADJ
spir-8566	12	8	and	and	CCONJ
spir-8566	12	9	collective	collective	ADJ
spir-8566	12	10	expressions	expression	NOUN
spir-8566	12	11	“	"	PUNCT
spir-8566	12	12	are	be	AUX
spir-8566	12	13	generated	generate	VERB
spir-8566	12	14	by	by	ADP
spir-8566	12	15	structural	structural	ADJ
spir-8566	12	16	features	feature	NOUN
spir-8566	12	17	”	"	PUNCT
spir-8566	12	18	and	and	CCONJ
spir-8566	12	19	“	"	PUNCT
spir-8566	12	20	agents	agent	NOUN
spir-8566	12	21	’	'	PUNCT
spir-8566	12	22	suggested	suggest	VERB
spir-8566	12	23	citation	citation	NOUN
spir-8566	12	24	(	(	PUNCT
spir-8566	12	25	apa	apa	PROPN
spir-8566	12	26	):	):	PUNCT
spir-8566	12	27	breideband	breideband	PROPN
spir-8566	12	28	,	,	PUNCT
spir-8566	12	29	t.	t.	PROPN
spir-8566	12	30	(	(	PUNCT
spir-8566	12	31	2015	2015	NUM
spir-8566	12	32	,	,	PUNCT
spir-8566	12	33	october	october	PROPN
spir-8566	12	34	21	21	NUM
spir-8566	12	35	-	-	SYM
spir-8566	12	36	24	24	NUM
spir-8566	12	37	)	)	PUNCT
spir-8566	12	38	.	.	PUNCT
spir-8566	13	1	ecologies	ecology	NOUN
spir-8566	13	2	of	of	ADP
spir-8566	13	3	subversion	subversion	NOUN
spir-8566	13	4	and	and	CCONJ
spir-8566	13	5	inspiration	inspiration	NOUN
spir-8566	13	6	on	on	ADP
spir-8566	13	7	twitter	twitter	NOUN
spir-8566	13	8	:	:	PUNCT
spir-8566	13	9	the	the	DET
spir-8566	13	10	hijacking	hijacking	NOUN
spir-8566	13	11	of	of	ADP
spir-8566	13	12	#	#	SYM
spir-8566	13	13	mynypd	mynypd	ADJ
spir-8566	13	14	.	.	PUNCT
spir-8566	14	1	paper	paper	NOUN
spir-8566	14	2	presented	present	VERB
spir-8566	14	3	at	at	ADP
spir-8566	14	4	internet	internet	NOUN
spir-8566	14	5	research	research	NOUN
spir-8566	14	6	16	16	NUM
spir-8566	14	7	:	:	PUNCT
spir-8566	14	8	the	the	DET
spir-8566	14	9	16th	16th	ADJ
spir-8566	14	10	annual	annual	ADJ
spir-8566	14	11	meeting	meeting	NOUN
spir-8566	14	12	of	of	ADP
spir-8566	14	13	the	the	DET
spir-8566	14	14	association	association	NOUN
spir-8566	14	15	of	of	ADP
spir-8566	14	16	internet	internet	NOUN
spir-8566	14	17	researchers	researcher	NOUN
spir-8566	14	18	.	.	PUNCT
spir-8566	15	1	phoenix	phoenix	PROPN
spir-8566	15	2	,	,	PUNCT
spir-8566	15	3	az	az	PROPN
spir-8566	15	4	,	,	PUNCT
spir-8566	15	5	usa	usa	PROPN
spir-8566	15	6	:	:	PUNCT
spir-8566	15	7	aoir	aoir	NOUN
spir-8566	15	8	.	.	PUNCT
spir-8566	15	9	retrieved	retrieve	VERB
spir-8566	15	10	from	from	ADP
spir-8566	15	11	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8566	15	12	.	.	PUNCT
spir-8566	16	1	dispositions	disposition	NOUN
spir-8566	16	2	to	to	PART
spir-8566	16	3	act	act	VERB
spir-8566	16	4	are	be	AUX
spir-8566	16	5	themselves	themselves	PRON
spir-8566	16	6	formed	form	VERB
spir-8566	16	7	out	out	ADP
spir-8566	16	8	of	of	ADP
spir-8566	16	9	preexisting	preexist	VERB
spir-8566	16	10	social	social	ADJ
spir-8566	16	11	contexts	contexts	NOUN
spir-8566	16	12	”	"	PUNCT
spir-8566	16	13	(	(	PUNCT
spir-8566	16	14	couldry	couldry	NOUN
spir-8566	16	15	358	358	NUM
spir-8566	16	16	)	)	PUNCT
spir-8566	16	17	.	.	PUNCT
spir-8566	17	1	when	when	SCONJ
spir-8566	17	2	considering	consider	VERB
spir-8566	17	3	this	this	DET
spir-8566	17	4	more	more	ADV
spir-8566	17	5	recent	recent	ADJ
spir-8566	17	6	perspective	perspective	NOUN
spir-8566	17	7	,	,	PUNCT
spir-8566	17	8	one	one	PRON
spir-8566	17	9	can	can	AUX
spir-8566	17	10	not	not	PART
spir-8566	17	11	help	help	VERB
spir-8566	17	12	but	but	CCONJ
spir-8566	17	13	think	think	VERB
spir-8566	17	14	of	of	ADP
spir-8566	17	15	the	the	DET
spir-8566	17	16	microblogging	microblogging	NOUN
spir-8566	17	17	platform	platform	NOUN
spir-8566	17	18	twitter	twitter	NOUN
spir-8566	17	19	and	and	CCONJ
spir-8566	17	20	how	how	SCONJ
spir-8566	17	21	the	the	DET
spir-8566	17	22	structural	structural	ADJ
spir-8566	17	23	constraints	constraint	NOUN
spir-8566	17	24	imposed	impose	VERB
spir-8566	17	25	by	by	ADP
spir-8566	17	26	the	the	DET
spir-8566	17	27	140	140	NUM
spir-8566	17	28	character	character	NOUN
spir-8566	17	29	tweeting	tweet	VERB
spir-8566	17	30	limit	limit	NOUN
spir-8566	17	31	have	have	AUX
spir-8566	17	32	prompted	prompt	VERB
spir-8566	17	33	user	user	NOUN
spir-8566	17	34	-	-	PUNCT
spir-8566	17	35	driven	drive	VERB
spir-8566	17	36	processes	process	NOUN
spir-8566	17	37	,	,	PUNCT
spir-8566	17	38	which	which	PRON
spir-8566	17	39	have	have	AUX
spir-8566	17	40	given	give	VERB
spir-8566	17	41	rise	rise	NOUN
spir-8566	17	42	to	to	ADP
spir-8566	17	43	a	a	DET
spir-8566	17	44	number	number	NOUN
spir-8566	17	45	of	of	ADP
spir-8566	17	46	now	now	ADV
spir-8566	17	47	common	common	ADJ
spir-8566	17	48	communication	communication	NOUN
spir-8566	17	49	conventions	convention	NOUN
spir-8566	17	50	.	.	PUNCT
spir-8566	18	1	prime	prime	ADJ
spir-8566	18	2	examples	example	NOUN
spir-8566	18	3	include	include	VERB
spir-8566	18	4	the	the	DET
spir-8566	18	5	hashtag	hashtag	NOUN
spir-8566	18	6	or	or	CCONJ
spir-8566	18	7	the	the	DET
spir-8566	18	8	@reply	@reply	PROPN
spir-8566	18	9	that	that	PRON
spir-8566	18	10	were	be	AUX
spir-8566	18	11	incorporated	incorporate	VERB
spir-8566	18	12	into	into	ADP
spir-8566	18	13	twitter	twitter	NOUN
spir-8566	18	14	’s	’s	PART
spir-8566	18	15	own	own	ADJ
spir-8566	18	16	architecture	architecture	NOUN
spir-8566	18	17	only	only	ADV
spir-8566	18	18	after	after	SCONJ
spir-8566	18	19	they	they	PRON
spir-8566	18	20	had	have	AUX
spir-8566	18	21	been	be	AUX
spir-8566	18	22	proposed	propose	VERB
spir-8566	18	23	by	by	ADP
spir-8566	18	24	users	user	NOUN
spir-8566	18	25	as	as	ADP
spir-8566	18	26	a	a	DET
spir-8566	18	27	means	means	NOUN
spir-8566	18	28	to	to	PART
spir-8566	18	29	curate	curate	VERB
spir-8566	18	30	and	and	CCONJ
spir-8566	18	31	organize	organize	VERB
spir-8566	18	32	larger	large	ADJ
spir-8566	18	33	threads	thread	NOUN
spir-8566	18	34	of	of	ADP
spir-8566	18	35	communication	communication	NOUN
spir-8566	18	36	and	and	CCONJ
spir-8566	18	37	interaction	interaction	NOUN
spir-8566	18	38	(	(	PUNCT
spir-8566	18	39	bruns	brun	NOUN
spir-8566	18	40	2012	2012	NUM
spir-8566	18	41	)	)	PUNCT
spir-8566	18	42	.	.	PUNCT
spir-8566	19	1	in	in	ADP
spir-8566	19	2	other	other	ADJ
spir-8566	19	3	words	word	NOUN
spir-8566	19	4	,	,	PUNCT
spir-8566	19	5	the	the	DET
spir-8566	19	6	original	original	ADJ
spir-8566	19	7	twitter	twitter	NOUN
spir-8566	19	8	architecture	architecture	NOUN
spir-8566	19	9	provided	provide	VERB
spir-8566	19	10	a	a	DET
spir-8566	19	11	basic	basic	ADJ
spir-8566	19	12	set	set	NOUN
spir-8566	19	13	of	of	ADP
spir-8566	19	14	features	feature	NOUN
spir-8566	19	15	for	for	ADP
spir-8566	19	16	interaction	interaction	NOUN
spir-8566	19	17	,	,	PUNCT
spir-8566	19	18	but	but	CCONJ
spir-8566	19	19	it	it	PRON
spir-8566	19	20	was	be	AUX
spir-8566	19	21	moldable	moldable	ADJ
spir-8566	19	22	enough	enough	ADV
spir-8566	19	23	for	for	SCONJ
spir-8566	19	24	users	user	NOUN
spir-8566	19	25	to	to	PART
spir-8566	19	26	invent	invent	VERB
spir-8566	19	27	new	new	ADJ
spir-8566	19	28	modes	mode	NOUN
spir-8566	19	29	of	of	ADP
spir-8566	19	30	practice	practice	NOUN
spir-8566	19	31	that	that	PRON
spir-8566	19	32	allowed	allow	VERB
spir-8566	19	33	conversations	conversation	NOUN
spir-8566	19	34	to	to	PART
spir-8566	19	35	move	move	VERB
spir-8566	19	36	beyond	beyond	ADP
spir-8566	19	37	general	general	ADJ
spir-8566	19	38	use	use	NOUN
spir-8566	19	39	paradigms	paradigm	NOUN
spir-8566	19	40	,	,	PUNCT
spir-8566	19	41	thereby	thereby	ADV
spir-8566	19	42	reinforcing	reinforce	VERB
spir-8566	19	43	the	the	DET
spir-8566	19	44	complementary	complementary	ADJ
spir-8566	19	45	nature	nature	NOUN
spir-8566	19	46	of	of	ADP
spir-8566	19	47	structure	structure	NOUN
spir-8566	19	48	and	and	CCONJ
spir-8566	19	49	agency	agency	PROPN
spir-8566	19	50	(	(	PUNCT
spir-8566	19	51	lievrouw	lievrouw	NOUN
spir-8566	19	52	2011	2011	NUM
spir-8566	19	53	)	)	PUNCT
spir-8566	19	54	.	.	PUNCT
spir-8566	20	1	in	in	ADP
spir-8566	20	2	this	this	DET
spir-8566	20	3	paper	paper	NOUN
spir-8566	20	4	,	,	PUNCT
spir-8566	20	5	i	i	PRON
spir-8566	20	6	will	will	AUX
spir-8566	20	7	be	be	AUX
spir-8566	20	8	looking	look	VERB
spir-8566	20	9	at	at	ADP
spir-8566	20	10	another	another	DET
spir-8566	20	11	new	new	ADJ
spir-8566	20	12	trend	trend	NOUN
spir-8566	20	13	on	on	ADP
spir-8566	20	14	twitter	twitter	NOUN
spir-8566	20	15	that	that	PRON
spir-8566	20	16	has	have	AUX
spir-8566	20	17	gained	gain	VERB
spir-8566	20	18	traction	traction	NOUN
spir-8566	20	19	especially	especially	ADV
spir-8566	20	20	in	in	ADP
spir-8566	20	21	the	the	DET
spir-8566	20	22	last	last	ADJ
spir-8566	20	23	years	year	NOUN
spir-8566	20	24	:	:	PUNCT
spir-8566	20	25	the	the	DET
spir-8566	20	26	counter	counter	ADJ
spir-8566	20	27	-	-	ADJ
spir-8566	20	28	hegemonic	hegemonic	ADJ
spir-8566	20	29	practice	practice	NOUN
spir-8566	20	30	of	of	ADP
spir-8566	20	31	hijacking	hijacking	NOUN
spir-8566	20	32	or	or	CCONJ
spir-8566	20	33	occupying	occupy	VERB
spir-8566	20	34	hashtags	hashtag	NOUN
spir-8566	20	35	in	in	ADP
spir-8566	20	36	the	the	DET
spir-8566	20	37	context	context	NOUN
spir-8566	20	38	of	of	ADP
spir-8566	20	39	anti	anti	ADJ
spir-8566	20	40	-	-	ADJ
spir-8566	20	41	corporate	corporate	ADJ
spir-8566	20	42	protest	protest	NOUN
spir-8566	20	43	.	.	PUNCT
spir-8566	21	1	as	as	SCONJ
spir-8566	21	2	has	have	AUX
spir-8566	21	3	been	be	AUX
spir-8566	21	4	shown	show	VERB
spir-8566	21	5	,	,	PUNCT
spir-8566	21	6	one	one	NUM
spir-8566	21	7	way	way	NOUN
spir-8566	21	8	of	of	ADP
spir-8566	21	9	studying	study	VERB
spir-8566	21	10	the	the	DET
spir-8566	21	11	interconnections	interconnection	NOUN
spir-8566	21	12	that	that	PRON
spir-8566	21	13	constitute	constitute	VERB
spir-8566	21	14	communication	communication	NOUN
spir-8566	21	15	ecologies	ecology	NOUN
spir-8566	21	16	on	on	ADP
spir-8566	21	17	twitter	twitter	NOUN
spir-8566	21	18	successfully	successfully	ADV
spir-8566	21	19	is	be	AUX
spir-8566	21	20	through	through	ADP
spir-8566	21	21	patterns	pattern	NOUN
spir-8566	21	22	of	of	ADP
spir-8566	21	23	hashtag	hashtag	NOUN
spir-8566	21	24	use	use	NOUN
spir-8566	21	25	(	(	PUNCT
spir-8566	21	26	segerberg	segerberg	PROPN
spir-8566	21	27	and	and	CCONJ
spir-8566	21	28	bennett	bennett	PROPN
spir-8566	21	29	2011	2011	NUM
spir-8566	21	30	,	,	PUNCT
spir-8566	21	31	poell	poell	NOUN
spir-8566	21	32	and	and	CCONJ
spir-8566	21	33	darmoni	darmoni	NOUN
spir-8566	21	34	2012	2012	NUM
spir-8566	21	35	,	,	PUNCT
spir-8566	21	36	earl	earl	PROPN
spir-8566	21	37	et	et	PROPN
spir-8566	21	38	al	al	PROPN
spir-8566	21	39	.	.	PROPN
spir-8566	21	40	2013	2013	NUM
spir-8566	21	41	,	,	PUNCT
spir-8566	21	42	croeser	croeser	NOUN
spir-8566	21	43	and	and	CCONJ
spir-8566	21	44	highfield	highfield	PROPN
spir-8566	21	45	2014	2014	NUM
spir-8566	21	46	)	)	PUNCT
spir-8566	21	47	.	.	PUNCT
spir-8566	22	1	i	i	PRON
spir-8566	22	2	treat	treat	VERB
spir-8566	22	3	these	these	DET
spir-8566	22	4	new	new	ADJ
spir-8566	22	5	trends	trend	NOUN
spir-8566	22	6	as	as	ADP
spir-8566	22	7	a	a	DET
spir-8566	22	8	new	new	ADJ
spir-8566	22	9	form	form	NOUN
spir-8566	22	10	of	of	ADP
spir-8566	22	11	twitter	twitter	NOUN
spir-8566	22	12	activism	activism	NOUN
spir-8566	22	13	,	,	PUNCT
spir-8566	22	14	certainly	certainly	ADV
spir-8566	22	15	nurtured	nurture	VERB
spir-8566	22	16	in	in	ADP
spir-8566	22	17	the	the	DET
spir-8566	22	18	wake	wake	NOUN
spir-8566	22	19	of	of	ADP
spir-8566	22	20	events	event	NOUN
spir-8566	22	21	such	such	ADJ
spir-8566	22	22	as	as	ADP
spir-8566	22	23	the	the	DET
spir-8566	22	24	occupy	occupy	NOUN
spir-8566	22	25	movement	movement	NOUN
spir-8566	22	26	,	,	PUNCT
spir-8566	22	27	which	which	PRON
spir-8566	22	28	was	be	AUX
spir-8566	22	29	partially	partially	ADV
spir-8566	22	30	based	base	VERB
spir-8566	22	31	on	on	ADP
spir-8566	22	32	the	the	DET
spir-8566	22	33	premise	premise	NOUN
spir-8566	22	34	that	that	SCONJ
spir-8566	22	35	recognition	recognition	NOUN
spir-8566	22	36	and	and	CCONJ
spir-8566	22	37	visibility	visibility	NOUN
spir-8566	22	38	is	be	AUX
spir-8566	22	39	achievable	achievable	ADJ
spir-8566	22	40	by	by	ADP
spir-8566	22	41	way	way	NOUN
spir-8566	22	42	of	of	ADP
spir-8566	22	43	occupying	occupy	VERB
spir-8566	22	44	distinct	distinct	ADJ
spir-8566	22	45	semiotic	semiotic	ADJ
spir-8566	22	46	markers	marker	NOUN
spir-8566	22	47	.	.	PUNCT
spir-8566	23	1	while	while	SCONJ
spir-8566	23	2	the	the	DET
spir-8566	23	3	occupy	occupy	NOUN
spir-8566	23	4	protestors	protestor	NOUN
spir-8566	23	5	set	set	VERB
spir-8566	23	6	up	up	ADP
spir-8566	23	7	tents	tent	NOUN
spir-8566	23	8	in	in	ADP
spir-8566	23	9	the	the	DET
spir-8566	23	10	heart	heart	NOUN
spir-8566	23	11	of	of	ADP
spir-8566	23	12	wall	wall	PROPN
spir-8566	23	13	street	street	PROPN
spir-8566	23	14	,	,	PUNCT
spir-8566	23	15	users	user	NOUN
spir-8566	23	16	on	on	ADP
spir-8566	23	17	twitter	twitter	NOUN
spir-8566	23	18	have	have	AUX
spir-8566	23	19	engaged	engage	VERB
spir-8566	23	20	in	in	ADP
spir-8566	23	21	virtual	virtual	ADJ
spir-8566	23	22	occupation	occupation	NOUN
spir-8566	23	23	practices	practice	NOUN
spir-8566	23	24	by	by	ADP
spir-8566	23	25	establishing	establish	VERB
spir-8566	23	26	a	a	DET
spir-8566	23	27	strong	strong	ADJ
spir-8566	23	28	presence	presence	NOUN
spir-8566	23	29	within	within	ADP
spir-8566	23	30	a	a	DET
spir-8566	23	31	given	give	VERB
spir-8566	23	32	hashtag	hashtag	NOUN
spir-8566	23	33	conversation	conversation	NOUN
spir-8566	23	34	through	through	ADP
spir-8566	23	35	acts	act	NOUN
spir-8566	23	36	of	of	ADP
spir-8566	23	37	tweeting	tweet	VERB
spir-8566	23	38	,	,	PUNCT
spir-8566	23	39	retweeting	retweete	VERB
spir-8566	23	40	,	,	PUNCT
spir-8566	23	41	and	and	CCONJ
spir-8566	23	42	cross	cross	ADJ
spir-8566	23	43	-	-	ADJ
spir-8566	23	44	linking	linking	ADJ
spir-8566	23	45	,	,	PUNCT
spir-8566	23	46	ultimately	ultimately	ADV
spir-8566	23	47	with	with	ADP
spir-8566	23	48	the	the	DET
spir-8566	23	49	aim	aim	NOUN
spir-8566	23	50	of	of	ADP
spir-8566	23	51	turning	turn	VERB
spir-8566	23	52	the	the	DET
spir-8566	23	53	hashtag	hashtag	NOUN
spir-8566	23	54	against	against	ADP
spir-8566	23	55	the	the	DET
spir-8566	23	56	original	original	ADJ
spir-8566	23	57	creator	creator	NOUN
spir-8566	23	58	.	.	PUNCT
spir-8566	24	1	these	these	DET
spir-8566	24	2	new	new	ADJ
spir-8566	24	3	forms	form	NOUN
spir-8566	24	4	of	of	ADP
spir-8566	24	5	activist	activist	ADJ
spir-8566	24	6	engagement	engagement	NOUN
spir-8566	24	7	,	,	PUNCT
spir-8566	24	8	to	to	PART
spir-8566	24	9	quote	quote	VERB
spir-8566	24	10	rita	rita	PROPN
spir-8566	24	11	raley	raley	NOUN
spir-8566	24	12	’s	’s	PART
spir-8566	24	13	work	work	NOUN
spir-8566	24	14	on	on	ADP
spir-8566	24	15	tactical	tactical	ADJ
spir-8566	24	16	media	medium	NOUN
spir-8566	24	17	,	,	PUNCT
spir-8566	24	18	“	"	PUNCT
spir-8566	24	19	are	be	AUX
spir-8566	24	20	not	not	PART
spir-8566	24	21	oriented	orient	VERB
spir-8566	24	22	toward	toward	ADP
spir-8566	24	23	the	the	DET
spir-8566	24	24	grand	grand	NOUN
spir-8566	24	25	,	,	PUNCT
spir-8566	24	26	sweeping	sweeping	ADJ
spir-8566	24	27	revolutionary	revolutionary	ADJ
spir-8566	24	28	event	event	NOUN
spir-8566	24	29	;	;	PUNCT
spir-8566	24	30	rather	rather	ADV
spir-8566	24	31	,	,	PUNCT
spir-8566	24	32	they	they	PRON
spir-8566	24	33	engage	engage	VERB
spir-8566	24	34	in	in	ADP
spir-8566	24	35	a	a	DET
spir-8566	24	36	micropolitics	micropolitic	NOUN
spir-8566	24	37	of	of	ADP
spir-8566	24	38	disruption	disruption	NOUN
spir-8566	24	39	,	,	PUNCT
spir-8566	24	40	intervention	intervention	NOUN
spir-8566	24	41	,	,	PUNCT
spir-8566	24	42	and	and	CCONJ
spir-8566	24	43	education	education	NOUN
spir-8566	24	44	”	"	PUNCT
spir-8566	24	45	(	(	PUNCT
spir-8566	24	46	1	1	NUM
spir-8566	24	47	)	)	PUNCT
spir-8566	24	48	.	.	PUNCT
spir-8566	25	1	usually	usually	ADV
spir-8566	25	2	oscillating	oscillate	VERB
spir-8566	25	3	between	between	ADP
spir-8566	25	4	expressions	expression	NOUN
spir-8566	25	5	of	of	ADP
spir-8566	25	6	rational	rational	ADJ
spir-8566	25	7	criticism	criticism	NOUN
spir-8566	25	8	,	,	PUNCT
spir-8566	25	9	parody	parody	NOUN
spir-8566	25	10	,	,	PUNCT
spir-8566	25	11	and	and	CCONJ
spir-8566	25	12	flat	flat	ADJ
spir-8566	25	13	-	-	PUNCT
spir-8566	25	14	out	out	ADP
spir-8566	25	15	mocking	mock	VERB
spir-8566	25	16	,	,	PUNCT
spir-8566	25	17	famous	famous	ADJ
spir-8566	25	18	examples	example	NOUN
spir-8566	25	19	that	that	PRON
spir-8566	25	20	have	have	AUX
spir-8566	25	21	attracted	attract	VERB
spir-8566	25	22	widespread	widespread	ADJ
spir-8566	25	23	attention	attention	NOUN
spir-8566	25	24	in	in	ADP
spir-8566	25	25	traditional	traditional	ADJ
spir-8566	25	26	news	news	NOUN
spir-8566	25	27	reporting	reporting	NOUN
spir-8566	25	28	,	,	PUNCT
spir-8566	25	29	have	have	AUX
spir-8566	25	30	included	include	VERB
spir-8566	25	31	the	the	DET
spir-8566	25	32	#	#	SYM
spir-8566	25	33	mcdstories	mcdstorie	NOUN
spir-8566	25	34	hashtag	hashtag	NOUN
spir-8566	25	35	campaign	campaign	NOUN
spir-8566	25	36	debacle	debacle	NOUN
spir-8566	25	37	of	of	ADP
spir-8566	25	38	2012	2012	NUM
spir-8566	25	39	,	,	PUNCT
spir-8566	25	40	the	the	DET
spir-8566	25	41	#	#	NOUN
spir-8566	25	42	muslimrage	muslimrage	NOUN
spir-8566	25	43	controversy	controversy	NOUN
spir-8566	25	44	surrounding	surround	VERB
spir-8566	25	45	newsweek	newsweek	PROPN
spir-8566	25	46	in	in	ADP
spir-8566	25	47	2012	2012	NUM
spir-8566	25	48	,	,	PUNCT
spir-8566	25	49	the	the	DET
spir-8566	25	50	failed	fail	VERB
spir-8566	25	51	#	#	NOUN
spir-8566	25	52	askjpm	askjpm	NOUN
spir-8566	25	53	q&a	q&a	PROPN
spir-8566	25	54	session	session	NOUN
spir-8566	25	55	in	in	ADP
spir-8566	25	56	2013	2013	NUM
spir-8566	25	57	,	,	PUNCT
spir-8566	25	58	and	and	CCONJ
spir-8566	25	59	the	the	DET
spir-8566	25	60	#	#	NOUN
spir-8566	25	61	askseaworld	askseaworld	NOUN
spir-8566	25	62	hashtag	hashtag	NOUN
spir-8566	25	63	that	that	PRON
spir-8566	25	64	backfired	backfire	VERB
spir-8566	25	65	in	in	ADP
spir-8566	25	66	early	early	ADJ
spir-8566	25	67	2015	2015	NUM
spir-8566	25	68	.	.	PUNCT
spir-8566	26	1	these	these	DET
spir-8566	26	2	twitter	twitter	NOUN
spir-8566	26	3	events	event	NOUN
spir-8566	26	4	,	,	PUNCT
spir-8566	26	5	which	which	PRON
spir-8566	26	6	now	now	ADV
spir-8566	26	7	commonly	commonly	ADV
spir-8566	26	8	serve	serve	VERB
spir-8566	26	9	as	as	ADP
spir-8566	26	10	cautionary	cautionary	ADJ
spir-8566	26	11	tales	tale	NOUN
spir-8566	26	12	of	of	ADP
spir-8566	26	13	social	social	ADJ
spir-8566	26	14	media	medium	NOUN
spir-8566	26	15	marketing	marketing	NOUN
spir-8566	26	16	circles	circle	NOUN
spir-8566	26	17	,	,	PUNCT
spir-8566	26	18	all	all	PRON
spir-8566	26	19	involved	involve	VERB
spir-8566	26	20	the	the	DET
spir-8566	26	21	creation	creation	NOUN
spir-8566	26	22	of	of	ADP
spir-8566	26	23	a	a	DET
spir-8566	26	24	hashtag	hashtag	NOUN
spir-8566	26	25	by	by	ADP
spir-8566	26	26	a	a	DET
spir-8566	26	27	corporate	corporate	ADJ
spir-8566	26	28	entity	entity	NOUN
spir-8566	26	29	,	,	PUNCT
spir-8566	26	30	and	and	CCONJ
spir-8566	26	31	in	in	ADP
spir-8566	26	32	each	each	DET
spir-8566	26	33	case	case	NOUN
spir-8566	26	34	,	,	PUNCT
spir-8566	26	35	an	an	DET
spir-8566	26	36	engaged	engage	VERB
spir-8566	26	37	twitter	twitter	NOUN
spir-8566	26	38	user	user	NOUN
spir-8566	26	39	base	base	NOUN
spir-8566	26	40	quickly	quickly	ADV
spir-8566	26	41	seized	seize	VERB
spir-8566	26	42	the	the	DET
spir-8566	26	43	opportunity	opportunity	NOUN
spir-8566	26	44	to	to	PART
spir-8566	26	45	appropriate	appropriate	VERB
spir-8566	26	46	the	the	DET
spir-8566	26	47	hashtag	hashtag	NOUN
spir-8566	26	48	and	and	CCONJ
spir-8566	26	49	to	to	PART
spir-8566	26	50	use	use	VERB
spir-8566	26	51	it	it	PRON
spir-8566	26	52	as	as	ADP
spir-8566	26	53	a	a	DET
spir-8566	26	54	vehicle	vehicle	NOUN
spir-8566	26	55	for	for	ADP
spir-8566	26	56	expressions	expression	NOUN
spir-8566	26	57	of	of	ADP
spir-8566	26	58	critique	critique	NOUN
spir-8566	26	59	and	and	CCONJ
spir-8566	26	60	ridicule	ridicule	NOUN
spir-8566	26	61	.	.	PUNCT
spir-8566	27	1	for	for	ADP
spir-8566	27	2	this	this	DET
spir-8566	27	3	study	study	NOUN
spir-8566	27	4	,	,	PUNCT
spir-8566	27	5	i	i	PRON
spir-8566	27	6	have	have	AUX
spir-8566	27	7	chosen	choose	VERB
spir-8566	27	8	the	the	DET
spir-8566	27	9	failed	fail	VERB
spir-8566	27	10	#	#	SYM
spir-8566	27	11	mynypd	mynypd	ADJ
spir-8566	27	12	twitter	twitter	NOUN
spir-8566	27	13	reputation	reputation	NOUN
spir-8566	27	14	campaign	campaign	NOUN
spir-8566	27	15	of	of	ADP
spir-8566	27	16	the	the	DET
spir-8566	27	17	new	new	PROPN
spir-8566	27	18	york	york	PROPN
spir-8566	27	19	police	police	PROPN
spir-8566	27	20	department	department	NOUN
spir-8566	27	21	in	in	ADP
spir-8566	27	22	2014	2014	NUM
spir-8566	27	23	.	.	PUNCT
spir-8566	28	1	the	the	DET
spir-8566	28	2	nypd	nypd	PROPN
spir-8566	28	3	case	case	NOUN
spir-8566	28	4	is	be	AUX
spir-8566	28	5	interesting	interesting	ADJ
spir-8566	28	6	for	for	ADP
spir-8566	28	7	two	two	NUM
spir-8566	28	8	reasons	reason	NOUN
spir-8566	28	9	.	.	PUNCT
spir-8566	29	1	on	on	ADP
spir-8566	29	2	the	the	DET
spir-8566	29	3	one	one	NUM
spir-8566	29	4	hand	hand	NOUN
spir-8566	29	5	the	the	DET
spir-8566	29	6	campaign	campaign	NOUN
spir-8566	29	7	occurred	occur	VERB
spir-8566	29	8	in	in	ADP
spir-8566	29	9	the	the	DET
spir-8566	29	10	midst	midst	NOUN
spir-8566	29	11	of	of	ADP
spir-8566	29	12	national	national	ADJ
spir-8566	29	13	debates	debate	NOUN
spir-8566	29	14	surrounding	surround	VERB
spir-8566	29	15	the	the	DET
spir-8566	29	16	issue	issue	NOUN
spir-8566	29	17	of	of	ADP
spir-8566	29	18	police	police	NOUN
spir-8566	29	19	brutality	brutality	NOUN
spir-8566	29	20	in	in	ADP
spir-8566	29	21	the	the	DET
spir-8566	29	22	united	united	PROPN
spir-8566	29	23	states	states	PROPN
spir-8566	29	24	,	,	PUNCT
spir-8566	29	25	so	so	SCONJ
spir-8566	29	26	that	that	SCONJ
spir-8566	29	27	anti	anti	ADJ
spir-8566	29	28	-	-	ADJ
spir-8566	29	29	police	police	ADJ
spir-8566	29	30	sentiments	sentiment	NOUN
spir-8566	29	31	were	be	AUX
spir-8566	29	32	quite	quite	ADV
spir-8566	29	33	wide	wide	ADV
spir-8566	29	34	-	-	PUNCT
spir-8566	29	35	spread	spread	NOUN
spir-8566	29	36	.	.	PUNCT
spir-8566	30	1	on	on	ADP
spir-8566	30	2	the	the	DET
spir-8566	30	3	other	other	ADJ
spir-8566	30	4	hand	hand	NOUN
spir-8566	30	5	,	,	PUNCT
spir-8566	30	6	this	this	DET
spir-8566	30	7	particular	particular	ADJ
spir-8566	30	8	campaign	campaign	NOUN
spir-8566	30	9	provided	provide	VERB
spir-8566	30	10	an	an	DET
spir-8566	30	11	added	add	VERB
spir-8566	30	12	rhetorical	rhetorical	ADJ
spir-8566	30	13	dimension	dimension	NOUN
spir-8566	30	14	pertaining	pertain	VERB
spir-8566	30	15	to	to	ADP
spir-8566	30	16	the	the	DET
spir-8566	30	17	photographic	photographic	ADJ
spir-8566	30	18	material	material	NOUN
spir-8566	30	19	that	that	PRON
spir-8566	30	20	twitter	twitter	NOUN
spir-8566	30	21	users	user	NOUN
spir-8566	30	22	were	be	AUX
spir-8566	30	23	asked	ask	VERB
spir-8566	30	24	to	to	PART
spir-8566	30	25	post	post	VERB
spir-8566	30	26	to	to	ADP
spir-8566	30	27	the	the	DET
spir-8566	30	28	hashtag	hashtag	NOUN
spir-8566	30	29	.	.	PUNCT
spir-8566	31	1	i	i	PRON
spir-8566	31	2	organize	organize	VERB
spir-8566	31	3	my	my	PRON
spir-8566	31	4	analysis	analysis	NOUN
spir-8566	31	5	along	along	ADP
spir-8566	31	6	two	two	NUM
spir-8566	31	7	dimensions	dimension	NOUN
spir-8566	31	8	:	:	PUNCT
spir-8566	31	9	on	on	ADP
spir-8566	31	10	the	the	DET
spir-8566	31	11	micro	micro	NOUN
spir-8566	31	12	-	-	NOUN
spir-8566	31	13	level	level	NOUN
spir-8566	31	14	within	within	ADP
spir-8566	31	15	the	the	DET
spir-8566	31	16	hashtag	hashtag	NOUN
spir-8566	31	17	itself	itself	PRON
spir-8566	31	18	,	,	PUNCT
spir-8566	31	19	which	which	PRON
spir-8566	31	20	i	i	PRON
spir-8566	31	21	classify	classify	VERB
spir-8566	31	22	as	as	ADP
spir-8566	31	23	ecologies	ecology	NOUN
spir-8566	31	24	of	of	ADP
spir-8566	31	25	subversion	subversion	NOUN
spir-8566	31	26	,	,	PUNCT
spir-8566	31	27	and	and	CCONJ
spir-8566	31	28	on	on	ADP
spir-8566	31	29	the	the	DET
spir-8566	31	30	meso	meso	NOUN
spir-8566	31	31	-	-	PUNCT
spir-8566	31	32	level	level	NOUN
spir-8566	31	33	of	of	ADP
spir-8566	31	34	discourse	discourse	NOUN
spir-8566	31	35	across	across	ADP
spir-8566	31	36	hashtags	hashtag	NOUN
spir-8566	31	37	,	,	PUNCT
spir-8566	31	38	which	which	PRON
spir-8566	31	39	i	i	PROPN
spir-8566	31	40	subsume	subsume	VERB
spir-8566	31	41	under	under	ADP
spir-8566	31	42	ecologies	ecology	NOUN
spir-8566	31	43	of	of	ADP
spir-8566	31	44	inspiration	inspiration	NOUN
spir-8566	31	45	.	.	PUNCT
spir-8566	32	1	ecologies	ecology	NOUN
spir-8566	32	2	of	of	ADP
spir-8566	32	3	subversion	subversion	NOUN
spir-8566	32	4	consist	consist	NOUN
spir-8566	32	5	of	of	ADP
spir-8566	32	6	those	those	DET
spir-8566	32	7	types	type	NOUN
spir-8566	32	8	of	of	ADP
spir-8566	32	9	counter	counter	ADJ
spir-8566	32	10	-	-	ADJ
spir-8566	32	11	hegemonic	hegemonic	ADJ
spir-8566	32	12	practice	practice	NOUN
spir-8566	32	13	that	that	PRON
spir-8566	32	14	stay	stay	VERB
spir-8566	32	15	thematically	thematically	ADV
spir-8566	32	16	within	within	ADP
spir-8566	32	17	the	the	DET
spir-8566	32	18	confines	confine	NOUN
spir-8566	32	19	of	of	ADP
spir-8566	32	20	the	the	DET
spir-8566	32	21	original	original	ADJ
spir-8566	32	22	hashtag	hashtag	NOUN
spir-8566	32	23	.	.	PUNCT
spir-8566	33	1	they	they	PRON
spir-8566	33	2	can	can	AUX
spir-8566	33	3	be	be	AUX
spir-8566	33	4	visualized	visualize	VERB
spir-8566	33	5	by	by	ADP
spir-8566	33	6	way	way	NOUN
spir-8566	33	7	of	of	ADP
spir-8566	33	8	identifying	identify	VERB
spir-8566	33	9	the	the	DET
spir-8566	33	10	most	most	ADV
spir-8566	33	11	visible	visible	ADJ
spir-8566	33	12	contributions	contribution	NOUN
spir-8566	33	13	to	to	ADP
spir-8566	33	14	the	the	DET
spir-8566	33	15	hashtag	hashtag	NOUN
spir-8566	33	16	.	.	PUNCT
spir-8566	34	1	ecologies	ecology	NOUN
spir-8566	34	2	of	of	ADP
spir-8566	34	3	inspiration	inspiration	NOUN
spir-8566	34	4	,	,	PUNCT
spir-8566	34	5	on	on	ADP
spir-8566	34	6	the	the	DET
spir-8566	34	7	other	other	ADJ
spir-8566	34	8	hand	hand	NOUN
spir-8566	34	9	,	,	PUNCT
spir-8566	34	10	refer	refer	VERB
spir-8566	34	11	to	to	ADP
spir-8566	34	12	those	those	DET
spir-8566	34	13	kinds	kind	NOUN
spir-8566	34	14	of	of	ADP
spir-8566	34	15	activities	activity	NOUN
spir-8566	34	16	by	by	ADP
spir-8566	34	17	which	which	PRON
spir-8566	34	18	the	the	DET
spir-8566	34	19	original	original	ADJ
spir-8566	34	20	hashtag	hashtag	NOUN
spir-8566	34	21	and	and	CCONJ
spir-8566	34	22	its	its	PRON
spir-8566	34	23	contribution(s	contribution(s	NOUN
spir-8566	34	24	)	)	PUNCT
spir-8566	34	25	(	(	PUNCT
spir-8566	34	26	be	be	AUX
spir-8566	34	27	they	they	PRON
spir-8566	34	28	supportive	supportive	ADJ
spir-8566	34	29	or	or	CCONJ
spir-8566	34	30	critical	critical	ADJ
spir-8566	34	31	)	)	PUNCT
spir-8566	34	32	inspire	inspire	VERB
spir-8566	34	33	users	user	NOUN
spir-8566	34	34	either	either	CCONJ
spir-8566	34	35	to	to	PART
spir-8566	34	36	align	align	VERB
spir-8566	34	37	the	the	DET
spir-8566	34	38	original	original	ADJ
spir-8566	34	39	hashtag	hashtag	NOUN
spir-8566	34	40	to	to	ADP
spir-8566	34	41	other	other	ADJ
spir-8566	34	42	existing	exist	VERB
spir-8566	34	43	semantic	semantic	ADJ
spir-8566	34	44	hashtags	hashtag	NOUN
spir-8566	34	45	on	on	ADP
spir-8566	34	46	twitter	twitter	NOUN
spir-8566	34	47	or	or	CCONJ
spir-8566	34	48	to	to	PART
spir-8566	34	49	invent	invent	VERB
spir-8566	34	50	new	new	ADJ
spir-8566	34	51	hashtags	hashtag	NOUN
spir-8566	34	52	for	for	ADP
spir-8566	34	53	further	further	ADJ
spir-8566	34	54	interaction	interaction	NOUN
spir-8566	34	55	(	(	PUNCT
spir-8566	34	56	both	both	CCONJ
spir-8566	34	57	supportive	supportive	ADJ
spir-8566	34	58	and	and	CCONJ
spir-8566	34	59	critical	critical	ADJ
spir-8566	34	60	)	)	PUNCT
spir-8566	34	61	.	.	PUNCT
spir-8566	35	1	we	we	PRON
spir-8566	35	2	can	can	AUX
spir-8566	35	3	assess	assess	VERB
spir-8566	35	4	those	those	DET
spir-8566	35	5	dynamics	dynamic	NOUN
spir-8566	35	6	by	by	ADP
spir-8566	35	7	way	way	NOUN
spir-8566	35	8	of	of	ADP
spir-8566	35	9	isolating	isolate	VERB
spir-8566	35	10	the	the	DET
spir-8566	35	11	original	original	ADJ
spir-8566	35	12	hashtag	hashtag	NOUN
spir-8566	35	13	conversation	conversation	NOUN
spir-8566	35	14	and	and	CCONJ
spir-8566	35	15	identifying	identify	VERB
spir-8566	35	16	not	not	PART
spir-8566	35	17	only	only	ADV
spir-8566	35	18	the	the	DET
spir-8566	35	19	various	various	ADJ
spir-8566	35	20	types	type	NOUN
spir-8566	35	21	of	of	ADP
spir-8566	35	22	hashtags	hashtag	NOUN
spir-8566	35	23	that	that	PRON
spir-8566	35	24	circulated	circulate	VERB
spir-8566	35	25	the	the	DET
spir-8566	35	26	most	most	ADJ
spir-8566	35	27	but	but	CCONJ
spir-8566	35	28	also	also	ADV
spir-8566	35	29	how	how	SCONJ
spir-8566	35	30	the	the	DET
spir-8566	35	31	top	top	ADJ
spir-8566	35	32	hashtags	hashtag	NOUN
spir-8566	35	33	developed	develop	VERB
spir-8566	35	34	over	over	ADP
spir-8566	35	35	the	the	DET
spir-8566	35	36	study	study	NOUN
spir-8566	35	37	period	period	NOUN
spir-8566	35	38	.	.	PUNCT
spir-8566	36	1	this	this	DET
spir-8566	36	2	paper	paper	NOUN
spir-8566	36	3	presents	present	VERB
spir-8566	36	4	applicable	applicable	ADJ
spir-8566	36	5	methods	method	NOUN
spir-8566	36	6	.	.	PUNCT
spir-8566	37	1	although	although	SCONJ
spir-8566	37	2	studies	study	NOUN
spir-8566	37	3	on	on	ADP
spir-8566	37	4	twitter	twitter	NOUN
spir-8566	37	5	as	as	ADP
spir-8566	37	6	a	a	DET
spir-8566	37	7	socio	socio	NOUN
spir-8566	37	8	-	-	PUNCT
spir-8566	37	9	political	political	ADJ
spir-8566	37	10	medium	medium	NOUN
spir-8566	37	11	have	have	AUX
spir-8566	37	12	uncovered	uncover	VERB
spir-8566	37	13	a	a	DET
spir-8566	37	14	multitude	multitude	NOUN
spir-8566	37	15	of	of	ADP
spir-8566	37	16	use	use	NOUN
spir-8566	37	17	contexts	contexts	NOUN
spir-8566	37	18	,	,	PUNCT
spir-8566	37	19	especially	especially	ADV
spir-8566	37	20	in	in	ADP
spir-8566	37	21	the	the	DET
spir-8566	37	22	context	context	NOUN
spir-8566	37	23	of	of	ADP
spir-8566	37	24	papers	paper	NOUN
spir-8566	37	25	presented	present	VERB
spir-8566	37	26	at	at	ADP
spir-8566	37	27	the	the	DET
spir-8566	37	28	14th	14th	ADJ
spir-8566	37	29	annual	annual	ADJ
spir-8566	37	30	association	association	NOUN
spir-8566	37	31	of	of	ADP
spir-8566	37	32	internet	internet	NOUN
spir-8566	37	33	researchers	researcher	NOUN
spir-8566	37	34	conference	conference	NOUN
spir-8566	37	35	,	,	PUNCT
spir-8566	37	36	research	research	NOUN
spir-8566	37	37	on	on	ADP
spir-8566	37	38	the	the	DET
spir-8566	37	39	twitter	twitter	NOUN
spir-8566	37	40	“	"	PUNCT
spir-8566	37	41	hive	hive	ADJ
spir-8566	37	42	mind	mind	NOUN
spir-8566	37	43	”	"	PUNCT
spir-8566	37	44	in	in	ADP
spir-8566	37	45	relation	relation	NOUN
spir-8566	37	46	to	to	ADP
spir-8566	37	47	these	these	DET
spir-8566	37	48	particular	particular	ADJ
spir-8566	37	49	forms	form	NOUN
spir-8566	37	50	of	of	ADP
spir-8566	37	51	counter	counter	ADJ
spir-8566	37	52	-	-	ADJ
spir-8566	37	53	hegemonic	hegemonic	ADJ
spir-8566	37	54	practice	practice	NOUN
spir-8566	37	55	remains	remain	VERB
spir-8566	37	56	relatively	relatively	ADV
spir-8566	37	57	scarce	scarce	ADJ
spir-8566	37	58	(	(	PUNCT
spir-8566	37	59	zappavigna	zappavigna	NOUN
spir-8566	37	60	789	789	NUM
spir-8566	37	61	)	)	PUNCT
spir-8566	37	62	.	.	PUNCT
spir-8566	38	1	data	datum	NOUN
spir-8566	38	2	and	and	CCONJ
spir-8566	38	3	method	method	ADJ
spir-8566	38	4	historical	historical	ADJ
spir-8566	38	5	twitter	twitter	NOUN
spir-8566	38	6	data	datum	NOUN
spir-8566	38	7	for	for	ADP
spir-8566	38	8	this	this	DET
spir-8566	38	9	study	study	NOUN
spir-8566	38	10	were	be	AUX
spir-8566	38	11	acquired	acquire	VERB
spir-8566	38	12	through	through	ADP
spir-8566	38	13	the	the	DET
spir-8566	38	14	online	online	ADJ
spir-8566	38	15	platform	platform	NOUN
spir-8566	38	16	texifter	texifter	NOUN
spir-8566	38	17	(	(	PUNCT
spir-8566	38	18	http://sifter.texifter.com	http://sifter.texifter.com	PROPN
spir-8566	38	19	)	)	PUNCT
spir-8566	38	20	.	.	PUNCT
spir-8566	39	1	the	the	DET
spir-8566	39	2	raw	raw	ADJ
spir-8566	39	3	data	datum	NOUN
spir-8566	39	4	,	,	PUNCT
spir-8566	39	5	which	which	PRON
spir-8566	39	6	consisted	consist	VERB
spir-8566	39	7	of	of	ADP
spir-8566	39	8	58577	58577	NUM
spir-8566	39	9	units	unit	NOUN
spir-8566	39	10	in	in	ADP
spir-8566	39	11	toal	toal	PROPN
spir-8566	39	12	,	,	PUNCT
spir-8566	39	13	was	be	AUX
spir-8566	39	14	uploaded	upload	VERB
spir-8566	39	15	to	to	ADP
spir-8566	39	16	discovertext	discovertext	PROPN
spir-8566	39	17	(	(	PUNCT
spir-8566	39	18	http://discovertext.com	http://discovertext.com	X
spir-8566	39	19	)	)	PUNCT
spir-8566	39	20	for	for	ADP
spir-8566	39	21	further	further	ADJ
spir-8566	39	22	cleaning	cleaning	NOUN
spir-8566	39	23	and	and	CCONJ
spir-8566	39	24	processing	processing	NOUN
spir-8566	39	25	.	.	PUNCT
spir-8566	40	1	the	the	DET
spir-8566	40	2	resulting	result	VERB
spir-8566	40	3	six	six	NUM
spir-8566	40	4	datasets	dataset	NOUN
spir-8566	40	5	,	,	PUNCT
spir-8566	40	6	divided	divide	VERB
spir-8566	40	7	into	into	ADP
spir-8566	40	8	three	three	NUM
spir-8566	40	9	categories	category	NOUN
spir-8566	40	10	were	be	AUX
spir-8566	40	11	exported	export	VERB
spir-8566	40	12	and	and	CCONJ
spir-8566	40	13	loaded	load	VERB
spir-8566	40	14	into	into	ADP
spir-8566	40	15	ibm	ibm	PROPN
spir-8566	40	16	spss	spss	PROPN
spir-8566	40	17	and	and	CCONJ
spir-8566	40	18	microsoft	microsoft	PROPN
spir-8566	40	19	excel	excel	VERB
spir-8566	40	20	for	for	ADP
spir-8566	40	21	further	further	ADJ
spir-8566	40	22	analysis	analysis	NOUN
spir-8566	40	23	and	and	CCONJ
spir-8566	40	24	visualization	visualization	NOUN
spir-8566	40	25	purposes	purpose	NOUN
spir-8566	40	26	.	.	PUNCT
spir-8566	41	1	the	the	DET
spir-8566	41	2	first	first	ADJ
spir-8566	41	3	category	category	NOUN
spir-8566	41	4	for	for	ADP
spir-8566	41	5	analysis	analysis	NOUN
spir-8566	41	6	includes	include	VERB
spir-8566	41	7	two	two	NUM
spir-8566	41	8	datasets	dataset	NOUN
spir-8566	41	9	that	that	PRON
spir-8566	41	10	offer	offer	VERB
spir-8566	41	11	general	general	ADJ
spir-8566	41	12	results	result	NOUN
spir-8566	41	13	not	not	PART
spir-8566	41	14	only	only	ADV
spir-8566	41	15	pertaining	pertain	VERB
spir-8566	41	16	to	to	ADP
spir-8566	41	17	the	the	DET
spir-8566	41	18	overall	overall	ADJ
spir-8566	41	19	shape	shape	NOUN
spir-8566	41	20	of	of	ADP
spir-8566	41	21	the	the	DET
spir-8566	41	22	#	#	SYM
spir-8566	41	23	mynypd	mynypd	ADJ
spir-8566	41	24	conversation	conversation	NOUN
spir-8566	41	25	in	in	ADP
spir-8566	41	26	terms	term	NOUN
spir-8566	41	27	of	of	ADP
spir-8566	41	28	use	use	NOUN
spir-8566	41	29	and	and	CCONJ
spir-8566	41	30	sharing	share	VERB
spir-8566	41	31	patterns	pattern	NOUN
spir-8566	41	32	,	,	PUNCT
spir-8566	41	33	but	but	CCONJ
spir-8566	41	34	also	also	ADV
spir-8566	41	35	information	information	NOUN
spir-8566	41	36	about	about	ADP
spir-8566	41	37	the	the	DET
spir-8566	41	38	most	most	ADV
spir-8566	41	39	visible	visible	ADJ
spir-8566	41	40	unique	unique	ADJ
spir-8566	41	41	users	user	NOUN
spir-8566	41	42	.	.	PUNCT
spir-8566	42	1	the	the	DET
spir-8566	42	2	first	first	ADJ
spir-8566	42	3	dataset	dataset	NOUN
spir-8566	42	4	illustrates	illustrate	VERB
spir-8566	42	5	the	the	DET
spir-8566	42	6	activities	activity	NOUN
spir-8566	42	7	of	of	ADP
spir-8566	42	8	particular	particular	ADJ
spir-8566	42	9	user	user	NOUN
spir-8566	42	10	groups	group	NOUN
spir-8566	42	11	based	base	VERB
spir-8566	42	12	on	on	ADP
spir-8566	42	13	tedjamulia	tedjamulia	PROPN
spir-8566	42	14	’s	’s	PART
spir-8566	42	15	(	(	PUNCT
spir-8566	42	16	2005	2005	NUM
spir-8566	42	17	)	)	PUNCT
spir-8566	42	18	90/9/1	90/9/1	NUM
spir-8566	42	19	percentile	percentile	ADJ
spir-8566	42	20	division	division	NOUN
spir-8566	42	21	,	,	PUNCT
spir-8566	42	22	i.e.	i.e.	X
spir-8566	42	23	the	the	DET
spir-8566	42	24	top	top	ADJ
spir-8566	42	25	1	1	NUM
spir-8566	42	26	%	%	NOUN
spir-8566	42	27	of	of	ADP
spir-8566	42	28	users	user	NOUN
spir-8566	42	29	(	(	PUNCT
spir-8566	42	30	338	338	NUM
spir-8566	42	31	users	user	NOUN
spir-8566	42	32	)	)	PUNCT
spir-8566	42	33	,	,	PUNCT
spir-8566	42	34	the	the	DET
spir-8566	42	35	most	most	ADV
spir-8566	42	36	active	active	ADJ
spir-8566	42	37	9	9	NUM
spir-8566	42	38	%	%	NOUN
spir-8566	42	39	(	(	PUNCT
spir-8566	42	40	3043	3043	NUM
spir-8566	42	41	users	user	NOUN
spir-8566	42	42	)	)	PUNCT
spir-8566	42	43	,	,	PUNCT
spir-8566	42	44	and	and	CCONJ
spir-8566	42	45	the	the	DET
spir-8566	42	46	least	least	ADV
spir-8566	42	47	active	active	ADJ
spir-8566	42	48	or	or	CCONJ
spir-8566	42	49	visible	visible	ADJ
spir-8566	42	50	90	90	NUM
spir-8566	42	51	%	%	NOUN
spir-8566	42	52	(	(	PUNCT
spir-8566	42	53	30431	30431	NUM
spir-8566	42	54	users	user	NOUN
spir-8566	42	55	)	)	PUNCT
spir-8566	42	56	.	.	PUNCT
spir-8566	43	1	the	the	DET
spir-8566	43	2	other	other	ADJ
spir-8566	43	3	dataset	dataset	NOUN
spir-8566	43	4	classifies	classify	VERB
spir-8566	43	5	the	the	DET
spir-8566	43	6	top	top	ADJ
spir-8566	43	7	1	1	NUM
spir-8566	43	8	%	%	NOUN
spir-8566	43	9	of	of	ADP
spir-8566	43	10	unique	unique	ADJ
spir-8566	43	11	users	user	NOUN
spir-8566	43	12	mentioned	mention	VERB
spir-8566	43	13	on	on	ADP
spir-8566	43	14	the	the	DET
spir-8566	43	15	hashtag	hashtag	NOUN
spir-8566	43	16	(	(	PUNCT
spir-8566	43	17	57	57	NUM
spir-8566	43	18	in	in	ADP
spir-8566	43	19	total	total	NOUN
spir-8566	43	20	)	)	PUNCT
spir-8566	43	21	according	accord	VERB
spir-8566	43	22	to	to	ADP
spir-8566	43	23	available	available	ADJ
spir-8566	43	24	profile	profile	NOUN
spir-8566	43	25	information	information	NOUN
spir-8566	43	26	.	.	PUNCT
spir-8566	44	1	the	the	DET
spir-8566	44	2	second	second	ADJ
spir-8566	44	3	category	category	NOUN
spir-8566	44	4	consists	consist	VERB
spir-8566	44	5	of	of	ADP
spir-8566	44	6	two	two	NUM
spir-8566	44	7	datasets	dataset	NOUN
spir-8566	44	8	that	that	PRON
spir-8566	44	9	capture	capture	VERB
spir-8566	44	10	ecologies	ecology	NOUN
spir-8566	44	11	of	of	ADP
spir-8566	44	12	subversion	subversion	NOUN
spir-8566	44	13	on	on	ADP
spir-8566	44	14	#	#	SYM
spir-8566	44	15	mynypd	mynypd	ADJ
spir-8566	44	16	,	,	PUNCT
spir-8566	44	17	illustrating	illustrate	VERB
spir-8566	44	18	thematically	thematically	ADV
spir-8566	44	19	the	the	DET
spir-8566	44	20	top	top	ADJ
spir-8566	44	21	10	10	NUM
spir-8566	44	22	unique	unique	ADJ
spir-8566	44	23	tweets	tweet	NOUN
spir-8566	44	24	and	and	CCONJ
spir-8566	44	25	photos	photo	NOUN
spir-8566	44	26	that	that	PRON
spir-8566	44	27	received	receive	VERB
spir-8566	44	28	the	the	DET
spir-8566	44	29	most	most	ADJ
spir-8566	44	30	attention	attention	NOUN
spir-8566	44	31	.	.	PUNCT
spir-8566	45	1	the	the	DET
spir-8566	45	2	third	third	ADJ
spir-8566	45	3	and	and	CCONJ
spir-8566	45	4	final	final	ADJ
spir-8566	45	5	category	category	NOUN
spir-8566	45	6	consists	consist	VERB
spir-8566	45	7	of	of	ADP
spir-8566	45	8	two	two	NUM
spir-8566	45	9	datasets	dataset	NOUN
spir-8566	45	10	that	that	PRON
spir-8566	45	11	focus	focus	VERB
spir-8566	45	12	on	on	ADP
spir-8566	45	13	ecologies	ecology	NOUN
spir-8566	45	14	of	of	ADP
spir-8566	45	15	inspiration	inspiration	NOUN
spir-8566	45	16	.	.	PUNCT
spir-8566	46	1	while	while	SCONJ
spir-8566	46	2	one	one	NUM
spir-8566	46	3	dataset	dataset	NOUN
spir-8566	46	4	tracks	track	NOUN
spir-8566	46	5	and	and	CCONJ
spir-8566	46	6	classifies	classify	VERB
spir-8566	46	7	the	the	DET
spir-8566	46	8	top	top	ADJ
spir-8566	46	9	1	1	NUM
spir-8566	46	10	%	%	NOUN
spir-8566	46	11	of	of	ADP
spir-8566	46	12	unique	unique	ADJ
spir-8566	46	13	hashtags	hashtag	NOUN
spir-8566	46	14	(	(	PUNCT
spir-8566	46	15	272	272	NUM
spir-8566	46	16	in	in	ADP
spir-8566	46	17	total	total	NOUN
spir-8566	46	18	)	)	PUNCT
spir-8566	46	19	that	that	SCONJ
spir-8566	46	20	users	user	NOUN
spir-8566	46	21	aligned	align	VERB
spir-8566	46	22	with	with	ADP
spir-8566	46	23	the	the	DET
spir-8566	46	24	general	general	ADJ
spir-8566	46	25	#	#	PUNCT
spir-8566	46	26	mynypd	mynypd	ADJ
spir-8566	46	27	hashtag	hashtag	NOUN
spir-8566	46	28	,	,	PUNCT
spir-8566	46	29	the	the	DET
spir-8566	46	30	other	other	ADJ
spir-8566	46	31	dataset	dataset	NOUN
spir-8566	46	32	chronicles	chronicle	NOUN
spir-8566	46	33	the	the	DET
spir-8566	46	34	competition	competition	NOUN
spir-8566	46	35	between	between	ADP
spir-8566	46	36	a	a	DET
spir-8566	46	37	set	set	NOUN
spir-8566	46	38	of	of	ADP
spir-8566	46	39	top	top	ADJ
spir-8566	46	40	hashtags	hashtag	NOUN
spir-8566	46	41	on	on	ADP
spir-8566	46	42	#	#	SYM
spir-8566	46	43	mynypd	mynypd	ADJ
spir-8566	46	44	over	over	ADP
spir-8566	46	45	the	the	DET
spir-8566	46	46	course	course	NOUN
spir-8566	46	47	of	of	ADP
spir-8566	46	48	the	the	DET
spir-8566	46	49	study	study	NOUN
spir-8566	46	50	period	period	NOUN
spir-8566	46	51	.	.	PUNCT
spir-8566	47	1	the	the	DET
spir-8566	47	2	table	table	NOUN
spir-8566	47	3	below	below	ADP
spir-8566	47	4	summarizes	summarize	NOUN
spir-8566	47	5	the	the	DET
spir-8566	47	6	coding	code	VERB
spir-8566	47	7	scheme	scheme	NOUN
spir-8566	47	8	used	use	VERB
spir-8566	47	9	for	for	ADP
spir-8566	47	10	each	each	DET
spir-8566	47	11	dataset	dataset	NOUN
spir-8566	47	12	.	.	PUNCT
spir-8566	48	1	dataset	dataset	ADJ
spir-8566	48	2	coding	code	VERB
spir-8566	48	3	scheme	scheme	NOUN
spir-8566	48	4	used	use	VERB
spir-8566	48	5	general	general	ADJ
spir-8566	48	6	percentile	percentile	ADJ
spir-8566	48	7	distribution	distribution	NOUN
spir-8566	48	8	(	(	PUNCT
spir-8566	48	9	90/9/1	90/9/1	NUM
spir-8566	48	10	)	)	PUNCT
spir-8566	48	11	of	of	ADP
spir-8566	48	12	tweeting	tweet	VERB
spir-8566	48	13	activity	activity	NOUN
spir-8566	48	14	per	per	ADP
spir-8566	48	15	group	group	NOUN
spir-8566	48	16	1	1	NUM
spir-8566	48	17	=	=	ADJ
spir-8566	48	18	original	original	ADJ
spir-8566	48	19	tweets	tweet	NOUN
spir-8566	48	20	;	;	PUNCT
spir-8566	48	21	2	2	NUM
spir-8566	48	22	=	=	NUM
spir-8566	48	23	unedited	unedited	ADJ
spir-8566	48	24	retweets	retweet	NOUN
spir-8566	48	25	;	;	PUNCT
spir-8566	49	1	3	3	NUM
spir-8566	49	2	=	=	NUM
spir-8566	49	3	edited	edited	ADJ
spir-8566	49	4	retweets	retweet	NOUN
spir-8566	49	5	percentile	percentile	ADJ
spir-8566	49	6	distribution	distribution	NOUN
spir-8566	49	7	(	(	PUNCT
spir-8566	49	8	90/9/1	90/9/1	NUM
spir-8566	49	9	)	)	PUNCT
spir-8566	49	10	of	of	ADP
spir-8566	49	11	linking	link	VERB
spir-8566	49	12	activity	activity	NOUN
spir-8566	49	13	per	per	ADP
spir-8566	49	14	group	group	NOUN
spir-8566	49	15	1	1	NUM
spir-8566	49	16	=	=	NOUN
spir-8566	49	17	link	link	NOUN
spir-8566	49	18	to	to	ADP
spir-8566	49	19	text	text	NOUN
spir-8566	49	20	;	;	PUNCT
spir-8566	49	21	2	2	NUM
spir-8566	49	22	=	=	NOUN
spir-8566	49	23	link	link	NOUN
spir-8566	49	24	to	to	PART
spir-8566	49	25	image	image	VERB
spir-8566	49	26	most	most	ADV
spir-8566	49	27	visible	visible	ADJ
spir-8566	49	28	unique	unique	ADJ
spir-8566	49	29	users	user	NOUN
spir-8566	49	30	based	base	VERB
spir-8566	49	31	on	on	ADP
spir-8566	49	32	available	available	ADJ
spir-8566	49	33	profile	profile	NOUN
spir-8566	49	34	information	information	NOUN
spir-8566	49	35	1	1	NUM
spir-8566	49	36	=	=	NOUN
spir-8566	49	37	official	official	NOUN
spir-8566	49	38	;	;	PUNCT
spir-8566	49	39	2	2	NUM
spir-8566	49	40	=	=	NOUN
spir-8566	49	41	media	medium	NOUN
spir-8566	49	42	stations	station	NOUN
spir-8566	49	43	;	;	PUNCT
spir-8566	49	44	3	3	NUM
spir-8566	49	45	=	=	SYM
spir-8566	49	46	produsers1	produsers1	NOUN
spir-8566	49	47	(	(	PUNCT
spir-8566	49	48	contextbased	contextbase	VERB
spir-8566	49	49	)	)	PUNCT
spir-8566	49	50	;	;	PUNCT
spir-8566	49	51	4	4	NUM
spir-8566	49	52	=	=	NOUN
spir-8566	49	53	produsers	produser	NOUN
spir-8566	49	54	(	(	PUNCT
spir-8566	49	55	unrelated	unrelated	ADJ
spir-8566	49	56	)	)	PUNCT
spir-8566	49	57	;	;	PUNCT
spir-8566	49	58	5	5	NUM
spir-8566	49	59	=	=	NOUN
spir-8566	49	60	unknown	unknown	ADJ
spir-8566	49	61	ecologies	ecology	NOUN
spir-8566	49	62	of	of	ADP
spir-8566	49	63	subversion	subversion	NOUN
spir-8566	49	64	most	most	ADV
spir-8566	49	65	favorited	favorite	VERB
spir-8566	49	66	unique	unique	ADJ
spir-8566	49	67	tweets	tweet	NOUN
spir-8566	49	68	according	accord	VERB
spir-8566	49	69	to	to	ADP
spir-8566	49	70	type	type	NOUN
spir-8566	49	71	of	of	ADP
spir-8566	49	72	message	message	NOUN
spir-8566	49	73	1	1	NUM
spir-8566	49	74	=	=	NOUN
spir-8566	49	75	response	response	NOUN
spir-8566	49	76	to	to	ADP
spir-8566	49	77	original	original	ADJ
spir-8566	49	78	nypd	nypd	PROPN
spir-8566	49	79	call	call	NOUN
spir-8566	49	80	;	;	PUNCT
spir-8566	49	81	2	2	NUM
spir-8566	49	82	=	=	SYM
spir-8566	49	83	general	general	ADJ
spir-8566	49	84	criticism	criticism	NOUN
spir-8566	49	85	against	against	ADP
spir-8566	49	86	police	police	NOUN
spir-8566	49	87	practice	practice	NOUN
spir-8566	49	88	;	;	PUNCT
spir-8566	49	89	3	3	NUM
spir-8566	49	90	=	=	NOUN
spir-8566	49	91	criticism	criticism	NOUN
spir-8566	49	92	against	against	ADP
spir-8566	49	93	nypd	nypd	PROPN
spir-8566	49	94	’s	’s	PART
spir-8566	49	95	use	use	NOUN
spir-8566	49	96	of	of	ADP
spir-8566	49	97	twitter	twitter	NOUN
spir-8566	49	98	most	most	ADV
spir-8566	49	99	retweeted	retweete	VERB
spir-8566	49	100	unique	unique	ADJ
spir-8566	49	101	photos	photo	NOUN
spir-8566	49	102	according	accord	VERB
spir-8566	49	103	to	to	ADP
spir-8566	49	104	type	type	NOUN
spir-8566	49	105	of	of	ADP
spir-8566	49	106	message	message	NOUN
spir-8566	49	107	1	1	NUM
spir-8566	49	108	=	=	NOUN
spir-8566	49	109	as	as	SCONJ
spir-8566	49	110	is	be	AUX
spir-8566	49	111	;	;	PUNCT
spir-8566	49	112	2	2	NUM
spir-8566	49	113	=	=	NOUN
spir-8566	49	114	image	image	NOUN
spir-8566	49	115	from	from	ADP
spir-8566	49	116	the	the	DET
spir-8566	49	117	news	news	NOUN
spir-8566	49	118	;	;	PUNCT
spir-8566	49	119	3	3	NUM
spir-8566	49	120	=	=	NUM
spir-8566	49	121	humorous	humorous	ADJ
spir-8566	49	122	(	(	PUNCT
spir-8566	49	123	unedited	unedited	ADJ
spir-8566	49	124	)	)	PUNCT
spir-8566	49	125	;	;	PUNCT
spir-8566	49	126	4	4	NUM
spir-8566	49	127	=	=	NUM
spir-8566	49	128	humorous	humorous	ADJ
spir-8566	49	129	(	(	PUNCT
spir-8566	49	130	edited	edited	ADJ
spir-8566	49	131	)	)	PUNCT
spir-8566	49	132	ecologies	ecology	NOUN
spir-8566	49	133	of	of	ADP
spir-8566	49	134	inspiration	inspiration	NOUN
spir-8566	49	135	most	most	ADV
spir-8566	49	136	visible	visible	ADJ
spir-8566	49	137	unique	unique	ADJ
spir-8566	49	138	hashtags	hashtag	NOUN
spir-8566	49	139	1	1	NUM
spir-8566	49	140	=	=	VERB
spir-8566	49	141	created	create	VERB
spir-8566	49	142	in	in	ADP
spir-8566	49	143	response	response	NOUN
spir-8566	49	144	to	to	ADP
spir-8566	49	145	#	#	SYM
spir-8566	49	146	mynypd	mynypd	ADJ
spir-8566	49	147	;	;	PUNCT
spir-8566	49	148	2	2	NUM
spir-8566	49	149	=	=	NOUN
spir-8566	49	150	already	already	ADV
spir-8566	49	151	existing	exist	VERB
spir-8566	49	152	;	;	PUNCT
spir-8566	49	153	3	3	NUM
spir-8566	49	154	=	=	NUM
spir-8566	49	155	related	relate	VERB
spir-8566	49	156	to	to	ADP
spir-8566	49	157	meta	meta	ADJ
spir-8566	49	158	-	-	PUNCT
spir-8566	49	159	discussion	discussion	NOUN
spir-8566	49	160	dissemination	dissemination	NOUN
spir-8566	49	161	of	of	ADP
spir-8566	49	162	top	top	ADJ
spir-8566	49	163	hashtags	hashtag	NOUN
spir-8566	49	164	over	over	ADP
spir-8566	49	165	the	the	DET
spir-8566	49	166	study	study	NOUN
spir-8566	49	167	period	period	NOUN
spir-8566	49	168	hashtags	hashtag	NOUN
spir-8566	49	169	tracked	track	VERB
spir-8566	49	170	:	:	PUNCT
spir-8566	49	171	#	#	SYM
spir-8566	49	172	mylapd	mylapd	NOUN
spir-8566	49	173	,	,	PUNCT
spir-8566	49	174	#	#	SYM
spir-8566	49	175	s17	s17	NOUN
spir-8566	49	176	,	,	PUNCT
spir-8566	49	177	#	#	NOUN
spir-8566	49	178	fail	fail	ADJ
spir-8566	49	179	,	,	PUNCT
spir-8566	49	180	#	#	NOUN
spir-8566	49	181	ftp	ftp	NOUN
spir-8566	49	182	,	,	PUNCT
spir-8566	49	183	#	#	PUNCT
spir-8566	49	184	justice4cecily	justice4cecily	ADV
spir-8566	49	185	general	general	ADJ
spir-8566	49	186	results	result	VERB
spir-8566	49	187	the	the	DET
spir-8566	49	188	analysis	analysis	NOUN
spir-8566	49	189	of	of	ADP
spir-8566	49	190	the	the	DET
spir-8566	49	191	first	first	ADJ
spir-8566	49	192	dataset	dataset	NOUN
spir-8566	49	193	showed	show	VERB
spir-8566	49	194	that	that	SCONJ
spir-8566	49	195	each	each	DET
spir-8566	49	196	group	group	NOUN
spir-8566	49	197	engaged	engage	VERB
spir-8566	49	198	in	in	ADP
spir-8566	49	199	similar	similar	ADJ
spir-8566	49	200	tweeting	tweet	VERB
spir-8566	49	201	activities	activity	NOUN
spir-8566	49	202	,	,	PUNCT
spir-8566	49	203	with	with	ADP
spir-8566	49	204	retweeting	retweete	VERB
spir-8566	49	205	being	be	AUX
spir-8566	49	206	the	the	DET
spir-8566	49	207	most	most	ADV
spir-8566	49	208	dominant	dominant	ADJ
spir-8566	49	209	practice	practice	NOUN
spir-8566	49	210	(	(	PUNCT
spir-8566	49	211	see	see	VERB
spir-8566	49	212	fig	fig	NOUN
spir-8566	49	213	.	.	PUNCT
spir-8566	50	1	1	1	NUM
spir-8566	50	2	)	)	PUNCT
spir-8566	50	3	.	.	PUNCT
spir-8566	51	1	however	however	ADV
spir-8566	51	2	,	,	PUNCT
spir-8566	51	3	the	the	DET
spir-8566	51	4	graph	graph	NOUN
spir-8566	51	5	also	also	ADV
spir-8566	51	6	shows	show	VERB
spir-8566	51	7	that	that	SCONJ
spir-8566	51	8	the	the	DET
spir-8566	51	9	least	least	ADV
spir-8566	51	10	active	active	ADJ
spir-8566	51	11	90	90	NUM
spir-8566	51	12	%	%	NOUN
spir-8566	51	13	group	group	NOUN
spir-8566	51	14	actually	actually	ADV
spir-8566	51	15	generated	generate	VERB
spir-8566	51	16	the	the	DET
spir-8566	51	17	most	most	ADV
spir-8566	51	18	original	original	ADJ
spir-8566	51	19	tweets	tweet	NOUN
spir-8566	51	20	,	,	PUNCT
spir-8566	51	21	whereas	whereas	SCONJ
spir-8566	51	22	the	the	DET
spir-8566	51	23	most	most	ADV
spir-8566	51	24	active	active	ADJ
spir-8566	51	25	9	9	NUM
spir-8566	51	26	%	%	NOUN
spir-8566	51	27	and	and	CCONJ
spir-8566	51	28	the	the	DET
spir-8566	51	29	top	top	ADJ
spir-8566	51	30	1	1	NUM
spir-8566	51	31	%	%	NOUN
spir-8566	51	32	engaged	engage	VERB
spir-8566	51	33	more	more	ADV
spir-8566	51	34	in	in	ADP
spir-8566	51	35	information	information	NOUN
spir-8566	51	36	brokerage	brokerage	NOUN
spir-8566	51	37	rather	rather	ADV
spir-8566	51	38	than	than	ADP
spir-8566	51	39	as	as	ADP
spir-8566	51	40	opinion	opinion	NOUN
spir-8566	51	41	leaders	leader	NOUN
spir-8566	51	42	.	.	PUNCT
spir-8566	52	1	this	this	PRON
spir-8566	52	2	creates	create	VERB
spir-8566	52	3	a	a	DET
spir-8566	52	4	rather	rather	ADV
spir-8566	52	5	homogenous	homogenous	ADJ
spir-8566	52	6	picture	picture	NOUN
spir-8566	52	7	of	of	ADP
spir-8566	52	8	overall	overall	ADJ
spir-8566	52	9	twitter	twitter	NOUN
spir-8566	52	10	activity	activity	NOUN
spir-8566	52	11	with	with	ADP
spir-8566	52	12	no	no	DET
spir-8566	52	13	group	group	NOUN
spir-8566	52	14	necessarily	necessarily	ADV
spir-8566	52	15	dominating	dominate	VERB
spir-8566	52	16	the	the	DET
spir-8566	52	17	other	other	ADJ
spir-8566	52	18	.	.	PUNCT
spir-8566	53	1	as	as	ADV
spir-8566	53	2	far	far	ADV
spir-8566	53	3	as	as	SCONJ
spir-8566	53	4	the	the	DET
spir-8566	53	5	most	most	ADV
spir-8566	53	6	mentioned	mention	VERB
spir-8566	53	7	users	user	NOUN
spir-8566	53	8	on	on	ADP
spir-8566	53	9	#	#	SYM
spir-8566	53	10	mynypd	mynypd	ADJ
spir-8566	53	11	are	be	AUX
spir-8566	53	12	concerned	concern	VERB
spir-8566	53	13	,	,	PUNCT
spir-8566	53	14	the	the	DET
spir-8566	53	15	analysis	analysis	NOUN
spir-8566	53	16	revealed	reveal	VERB
spir-8566	53	17	that	that	SCONJ
spir-8566	53	18	while	while	SCONJ
spir-8566	53	19	many	many	ADJ
spir-8566	53	20	users	user	NOUN
spir-8566	53	21	broke	break	VERB
spir-8566	53	22	the	the	DET
spir-8566	53	23	news	news	NOUN
spir-8566	53	24	about	about	ADP
spir-8566	53	25	the	the	DET
spir-8566	53	26	#	#	SYM
spir-8566	53	27	mynypd	mynypd	ADJ
spir-8566	53	28	hashtag	hashtag	NOUN
spir-8566	53	29	to	to	ADP
spir-8566	53	30	official	official	ADJ
spir-8566	53	31	media	medium	NOUN
spir-8566	53	32	stations	station	NOUN
spir-8566	53	33	including	include	VERB
spir-8566	53	34	cnn	cnn	PROPN
spir-8566	53	35	and	and	CCONJ
spir-8566	53	36	international	international	ADJ
spir-8566	53	37	broadcasters	broadcaster	NOUN
spir-8566	53	38	like	like	ADP
spir-8566	53	39	rt	rt	PROPN
spir-8566	53	40	america	america	PROPN
spir-8566	53	41	(	(	PUNCT
spir-8566	53	42	russia	russia	PROPN
spir-8566	53	43	today	today	NOUN
spir-8566	53	44	)	)	PUNCT
spir-8566	53	45	and	and	CCONJ
spir-8566	53	46	al	al	PROPN
spir-8566	53	47	jazeera	jazeera	PROPN
spir-8566	53	48	,	,	PUNCT
spir-8566	53	49	most	most	ADJ
spir-8566	53	50	tweets	tweet	NOUN
spir-8566	53	51	were	be	AUX
spir-8566	53	52	directed	direct	VERB
spir-8566	53	53	to	to	ADP
spir-8566	53	54	the	the	DET
spir-8566	53	55	twitter	twitter	NOUN
spir-8566	53	56	accounts	account	NOUN
spir-8566	53	57	of	of	ADP
spir-8566	53	58	specialized	specialized	ADJ
spir-8566	53	59	activist	activist	ADJ
spir-8566	53	60	groups	group	NOUN
spir-8566	53	61	such	such	ADJ
spir-8566	53	62	as	as	ADP
spir-8566	53	63	occupy	occupy	PROPN
spir-8566	53	64	wall	wall	PROPN
spir-8566	53	65	street	street	PROPN
spir-8566	53	66	as	as	ADV
spir-8566	53	67	well	well	ADV
spir-8566	53	68	as	as	ADP
spir-8566	53	69	to	to	ADP
spir-8566	53	70	individual	individual	ADJ
spir-8566	53	71	produsers	produser	NOUN
spir-8566	53	72	whose	whose	DET
spir-8566	53	73	profiles	profile	NOUN
spir-8566	53	74	either	either	CCONJ
spir-8566	53	75	indicate	indicate	VERB
spir-8566	53	76	a	a	DET
spir-8566	53	77	personal	personal	ADJ
spir-8566	53	78	interest	interest	NOUN
spir-8566	53	79	in	in	ADP
spir-8566	53	80	civic	civic	ADJ
spir-8566	53	81	and	and	CCONJ
spir-8566	53	82	political	political	ADJ
spir-8566	53	83	engagement	engagement	NOUN
spir-8566	53	84	or	or	CCONJ
spir-8566	53	85	not	not	PART
spir-8566	53	86	(	(	PUNCT
spir-8566	53	87	see	see	VERB
spir-8566	53	88	fig	fig	NOUN
spir-8566	53	89	.	.	PUNCT
spir-8566	54	1	2	2	NUM
spir-8566	54	2	)	)	PUNCT
spir-8566	54	3	1	1	NUM
spir-8566	54	4	the	the	DET
spir-8566	54	5	term	term	NOUN
spir-8566	54	6	‘	'	PUNCT
spir-8566	54	7	produser	produser	NOUN
spir-8566	54	8	’	'	PUNCT
spir-8566	54	9	was	be	AUX
spir-8566	54	10	coined	coin	VERB
spir-8566	54	11	by	by	ADP
spir-8566	54	12	axel	axel	PROPN
spir-8566	54	13	bruns	brun	NOUN
spir-8566	54	14	to	to	PART
spir-8566	54	15	conceptualize	conceptualize	VERB
spir-8566	54	16	and	and	CCONJ
spir-8566	54	17	analyze	analyze	VERB
spir-8566	54	18	the	the	DET
spir-8566	54	19	impact	impact	NOUN
spir-8566	54	20	of	of	ADP
spir-8566	54	21	userled	userled	ADJ
spir-8566	54	22	forms	form	NOUN
spir-8566	54	23	of	of	ADP
spir-8566	54	24	collaborative	collaborative	ADJ
spir-8566	54	25	content	content	NOUN
spir-8566	54	26	creation	creation	NOUN
spir-8566	54	27	.	.	PUNCT
spir-8566	55	1	for	for	ADP
spir-8566	55	2	more	more	ADJ
spir-8566	55	3	information	information	NOUN
spir-8566	55	4	on	on	ADP
spir-8566	55	5	produsage	produsage	NOUN
spir-8566	55	6	,	,	PUNCT
spir-8566	55	7	see	see	VERB
spir-8566	55	8	http://	http://	PROPN
spir-8566	55	9	http://produsage.org/produsage	http://produsage.org/produsage	PROPN
spir-8566	55	10	.	.	PUNCT
spir-8566	55	11	fig	fig	NOUN
spir-8566	55	12	.	.	PUNCT
spir-8566	56	1	2	2	X
spir-8566	56	2	.	.	X
spir-8566	56	3	distribution	distribution	NOUN
spir-8566	56	4	of	of	ADP
spir-8566	56	5	unique	unique	ADJ
spir-8566	56	6	@mentions	@mention	NOUN
spir-8566	56	7	of	of	ADP
spir-8566	56	8	users	user	NOUN
spir-8566	56	9	(	(	PUNCT
spir-8566	56	10	classified	classify	VERB
spir-8566	56	11	according	accord	VERB
spir-8566	56	12	to	to	ADP
spir-8566	56	13	available	available	ADJ
spir-8566	56	14	user	user	NOUN
spir-8566	56	15	profile	profile	PROPN
spir-8566	56	16	information	information	NOUN
spir-8566	56	17	,	,	PUNCT
spir-8566	56	18	top	top	ADJ
spir-8566	56	19	1	1	NUM
spir-8566	56	20	%	%	NOUN
spir-8566	56	21	displayed	display	VERB
spir-8566	56	22	)	)	PUNCT
spir-8566	56	23	.	.	PUNCT
spir-8566	57	1	fig	fig	NOUN
spir-8566	57	2	.	.	PUNCT
spir-8566	58	1	1	1	X
spir-8566	58	2	.	.	X
spir-8566	58	3	activity	activity	NOUN
spir-8566	58	4	of	of	ADP
spir-8566	58	5	different	different	ADJ
spir-8566	58	6	user	user	NOUN
spir-8566	58	7	percentiles	percentile	NOUN
spir-8566	58	8	in	in	ADP
spir-8566	58	9	#	#	SYM
spir-8566	58	10	mynypd	mynypd	ADJ
spir-8566	58	11	,	,	PUNCT
spir-8566	58	12	22	22	NUM
spir-8566	58	13	-	-	SYM
spir-8566	58	14	23	23	NUM
spir-8566	58	15	april	april	PROPN
spir-8566	58	16	2014	2014	NUM
spir-8566	58	17	.	.	PUNCT
spir-8566	59	1	ecologies	ecology	NOUN
spir-8566	59	2	of	of	ADP
spir-8566	59	3	subversion	subversion	NOUN
spir-8566	59	4	the	the	DET
spir-8566	59	5	first	first	ADJ
spir-8566	59	6	thing	thing	NOUN
spir-8566	59	7	we	we	PRON
spir-8566	59	8	notice	notice	VERB
spir-8566	59	9	is	be	AUX
spir-8566	59	10	that	that	PRON
spir-8566	59	11	supportive	supportive	ADJ
spir-8566	59	12	tweets	tweet	NOUN
spir-8566	59	13	of	of	ADP
spir-8566	59	14	the	the	DET
spir-8566	59	15	nypd	nypd	PROPN
spir-8566	59	16	campaign	campaign	NOUN
spir-8566	59	17	did	do	AUX
spir-8566	59	18	not	not	PART
spir-8566	59	19	appear	appear	VERB
spir-8566	59	20	in	in	ADP
spir-8566	59	21	the	the	DET
spir-8566	59	22	top	top	ADJ
spir-8566	59	23	10	10	NUM
spir-8566	59	24	%	%	NOUN
spir-8566	59	25	of	of	ADP
spir-8566	59	26	favorited	favorite	VERB
spir-8566	59	27	tweets	tweet	NOUN
spir-8566	59	28	.	.	PUNCT
spir-8566	60	1	the	the	DET
spir-8566	60	2	response	response	NOUN
spir-8566	60	3	to	to	ADP
spir-8566	60	4	the	the	DET
spir-8566	60	5	campaign	campaign	NOUN
spir-8566	60	6	was	be	AUX
spir-8566	60	7	dominantly	dominantly	ADV
spir-8566	60	8	negative	negative	ADJ
spir-8566	60	9	and	and	CCONJ
spir-8566	60	10	critical	critical	ADJ
spir-8566	60	11	in	in	ADP
spir-8566	60	12	nature	nature	NOUN
spir-8566	60	13	(	(	PUNCT
spir-8566	60	14	see	see	VERB
spir-8566	60	15	fig	fig	NOUN
spir-8566	60	16	.	.	PUNCT
spir-8566	61	1	3	3	NUM
spir-8566	61	2	)	)	PUNCT
spir-8566	61	3	.	.	PUNCT
spir-8566	62	1	fig	fig	NOUN
spir-8566	62	2	.	.	PUNCT
spir-8566	63	1	3	3	X
spir-8566	63	2	.	.	X
spir-8566	63	3	top	top	ADJ
spir-8566	63	4	10	10	NUM
spir-8566	63	5	most	most	ADV
spir-8566	63	6	favorited	favorite	VERB
spir-8566	63	7	tweets	tweet	NOUN
spir-8566	63	8	by	by	ADP
spir-8566	63	9	topic	topic	NOUN
spir-8566	63	10	.	.	PUNCT
spir-8566	64	1	fig	fig	NOUN
spir-8566	64	2	.	.	PUNCT
spir-8566	65	1	4	4	X
spir-8566	65	2	.	.	X
spir-8566	65	3	most	most	ADV
spir-8566	65	4	visible	visible	ADJ
spir-8566	65	5	photos	photo	NOUN
spir-8566	65	6	by	by	ADP
spir-8566	65	7	type	type	NOUN
spir-8566	65	8	(	(	PUNCT
spir-8566	65	9	12912	12912	NUM
spir-8566	65	10	total	total	NOUN
spir-8566	65	11	mentions	mention	NOUN
spir-8566	65	12	,	,	PUNCT
spir-8566	65	13	top	top	ADJ
spir-8566	65	14	1	1	NUM
spir-8566	65	15	%	%	NOUN
spir-8566	65	16	displayed	display	VERB
spir-8566	65	17	)	)	PUNCT
spir-8566	65	18	.	.	PUNCT
spir-8566	66	1	a	a	DET
spir-8566	66	2	look	look	NOUN
spir-8566	66	3	at	at	ADP
spir-8566	66	4	the	the	DET
spir-8566	66	5	top-10	top-10	PRON
spir-8566	66	6	list	list	NOUN
spir-8566	66	7	shows	show	VERB
spir-8566	66	8	a	a	DET
spir-8566	66	9	clear	clear	ADJ
spir-8566	66	10	mix	mix	NOUN
spir-8566	66	11	of	of	ADP
spir-8566	66	12	users	user	NOUN
spir-8566	66	13	favoriting	favorite	VERB
spir-8566	66	14	tweets	tweet	NOUN
spir-8566	66	15	by	by	ADP
spir-8566	66	16	users	user	NOUN
spir-8566	66	17	who	who	PRON
spir-8566	66	18	either	either	CCONJ
spir-8566	66	19	ridiculed	ridicule	VERB
spir-8566	66	20	the	the	DET
spir-8566	66	21	call	call	NOUN
spir-8566	66	22	through	through	ADP
spir-8566	66	23	the	the	DET
spir-8566	66	24	use	use	NOUN
spir-8566	66	25	of	of	ADP
spir-8566	66	26	photographic	photographic	ADJ
spir-8566	66	27	material	material	NOUN
spir-8566	66	28	(	(	PUNCT
spir-8566	66	29	40	40	NUM
spir-8566	66	30	%	%	NOUN
spir-8566	66	31	)	)	PUNCT
spir-8566	66	32	or	or	CCONJ
spir-8566	66	33	who	who	PRON
spir-8566	66	34	criticized	criticize	VERB
spir-8566	66	35	questionable	questionable	ADJ
spir-8566	66	36	practices	practice	NOUN
spir-8566	66	37	of	of	ADP
spir-8566	66	38	police	police	NOUN
spir-8566	66	39	officers	officer	NOUN
spir-8566	66	40	(	(	PUNCT
spir-8566	66	41	40	40	NUM
spir-8566	66	42	%	%	NOUN
spir-8566	66	43	)	)	PUNCT
spir-8566	66	44	.	.	PUNCT
spir-8566	67	1	the	the	DET
spir-8566	67	2	remaining	remain	VERB
spir-8566	67	3	20	20	NUM
spir-8566	67	4	%	%	NOUN
spir-8566	67	5	consisted	consist	VERB
spir-8566	67	6	of	of	ADP
spir-8566	67	7	tweets	tweet	NOUN
spir-8566	67	8	that	that	PRON
spir-8566	67	9	reflected	reflect	VERB
spir-8566	67	10	in	in	ADP
spir-8566	67	11	general	general	ADJ
spir-8566	67	12	about	about	ADP
spir-8566	67	13	nypd	nypd	PROPN
spir-8566	67	14	’s	’s	PART
spir-8566	67	15	failed	fail	VERB
spir-8566	67	16	attempt	attempt	NOUN
spir-8566	67	17	at	at	ADP
spir-8566	67	18	using	use	VERB
spir-8566	67	19	twitter	twitter	NOUN
spir-8566	67	20	to	to	PART
spir-8566	67	21	enhance	enhance	VERB
spir-8566	67	22	its	its	PRON
spir-8566	67	23	image	image	NOUN
spir-8566	67	24	.	.	PUNCT
spir-8566	68	1	figure	figure	NOUN
spir-8566	68	2	4	4	NUM
spir-8566	68	3	illustrates	illustrate	VERB
spir-8566	68	4	that	that	SCONJ
spir-8566	68	5	the	the	DET
spir-8566	68	6	majority	majority	NOUN
spir-8566	68	7	of	of	ADP
spir-8566	68	8	unique	unique	ADJ
spir-8566	68	9	photos	photo	NOUN
spir-8566	68	10	that	that	PRON
spir-8566	68	11	circulated	circulate	VERB
spir-8566	68	12	on	on	ADP
spir-8566	68	13	#	#	SYM
spir-8566	68	14	mynypd	mynypd	ADJ
spir-8566	68	15	consisted	consist	VERB
spir-8566	68	16	of	of	ADP
spir-8566	68	17	photos	photo	NOUN
spir-8566	68	18	that	that	PRON
spir-8566	68	19	showed	show	VERB
spir-8566	68	20	police	police	NOUN
spir-8566	68	21	officers	officer	NOUN
spir-8566	68	22	engaged	engage	VERB
spir-8566	68	23	in	in	ADP
spir-8566	68	24	acts	act	NOUN
spir-8566	68	25	of	of	ADP
spir-8566	68	26	violence	violence	NOUN
spir-8566	68	27	.	.	PUNCT
spir-8566	69	1	only	only	ADV
spir-8566	69	2	12	12	NUM
spir-8566	69	3	%	%	NOUN
spir-8566	69	4	of	of	ADP
spir-8566	69	5	the	the	DET
spir-8566	69	6	photos	photo	NOUN
spir-8566	69	7	poked	poke	VERB
spir-8566	69	8	fun	fun	NOUN
spir-8566	69	9	at	at	ADP
spir-8566	69	10	police	police	NOUN
spir-8566	69	11	officers	officer	NOUN
spir-8566	69	12	.	.	PUNCT
spir-8566	70	1	ecologies	ecology	NOUN
spir-8566	70	2	of	of	ADP
spir-8566	70	3	inspiration	inspiration	NOUN
spir-8566	70	4	in	in	ADP
spir-8566	70	5	total	total	NOUN
spir-8566	70	6	,	,	PUNCT
spir-8566	70	7	users	user	NOUN
spir-8566	70	8	aligned	align	VERB
spir-8566	70	9	2732	2732	NUM
spir-8566	70	10	unique	unique	ADJ
spir-8566	70	11	hashtags	hashtag	NOUN
spir-8566	70	12	to	to	ADP
spir-8566	70	13	the	the	DET
spir-8566	70	14	conversation	conversation	NOUN
spir-8566	70	15	over	over	ADP
spir-8566	70	16	the	the	DET
spir-8566	70	17	course	course	NOUN
spir-8566	70	18	of	of	ADP
spir-8566	70	19	the	the	DET
spir-8566	70	20	study	study	NOUN
spir-8566	70	21	period	period	NOUN
spir-8566	70	22	.	.	PUNCT
spir-8566	71	1	by	by	ADP
spir-8566	71	2	looking	look	VERB
spir-8566	71	3	at	at	ADP
spir-8566	71	4	the	the	DET
spir-8566	71	5	top	top	ADJ
spir-8566	71	6	1	1	NUM
spir-8566	71	7	%	%	NOUN
spir-8566	71	8	of	of	ADP
spir-8566	71	9	unique	unique	ADJ
spir-8566	71	10	hashtags	hashtag	NOUN
spir-8566	71	11	(	(	PUNCT
spir-8566	71	12	270	270	NUM
spir-8566	71	13	in	in	ADP
spir-8566	71	14	total	total	NOUN
spir-8566	71	15	)	)	PUNCT
spir-8566	71	16	,	,	PUNCT
spir-8566	71	17	14,44	14,44	NUM
spir-8566	71	18	%	%	NOUN
spir-8566	71	19	(	(	PUNCT
spir-8566	71	20	39	39	NUM
spir-8566	71	21	)	)	PUNCT
spir-8566	71	22	were	be	AUX
spir-8566	71	23	new	new	ADJ
spir-8566	71	24	hashtag	hashtag	NOUN
spir-8566	71	25	inventions	invention	NOUN
spir-8566	71	26	by	by	ADP
spir-8566	71	27	twitter	twitter	NOUN
spir-8566	71	28	users	user	NOUN
spir-8566	71	29	in	in	ADP
spir-8566	71	30	response	response	NOUN
spir-8566	71	31	to	to	ADP
spir-8566	71	32	the	the	DET
spir-8566	71	33	call	call	NOUN
spir-8566	71	34	,	,	PUNCT
spir-8566	71	35	22,96	22,96	NUM
spir-8566	71	36	%	%	NOUN
spir-8566	71	37	(	(	PUNCT
spir-8566	71	38	62	62	NUM
spir-8566	71	39	)	)	PUNCT
spir-8566	71	40	were	be	AUX
spir-8566	71	41	hashtags	hashtag	NOUN
spir-8566	71	42	that	that	PRON
spir-8566	71	43	marked	mark	VERB
spir-8566	71	44	conversations	conversation	NOUN
spir-8566	71	45	about	about	ADP
spir-8566	71	46	police	police	NOUN
spir-8566	71	47	brutality	brutality	NOUN
spir-8566	71	48	,	,	PUNCT
spir-8566	71	49	and	and	CCONJ
spir-8566	71	50	62,59	62,59	NOUN
spir-8566	71	51	%	%	NOUN
spir-8566	71	52	(	(	PUNCT
spir-8566	71	53	169	169	NUM
spir-8566	71	54	)	)	PUNCT
spir-8566	71	55	were	be	AUX
spir-8566	71	56	either	either	CCONJ
spir-8566	71	57	unrelated	unrelated	ADJ
spir-8566	71	58	or	or	CCONJ
spir-8566	71	59	they	they	PRON
spir-8566	71	60	curated	curate	VERB
spir-8566	71	61	meta	meta	ADJ
spir-8566	71	62	-	-	PUNCT
spir-8566	71	63	discussions	discussion	NOUN
spir-8566	71	64	about	about	ADP
spir-8566	71	65	failed	fail	VERB
spir-8566	71	66	attempts	attempt	NOUN
spir-8566	71	67	(	(	PUNCT
spir-8566	72	1	#	#	SYM
spir-8566	72	2	fail	fail	ADJ
spir-8566	72	3	,	,	PUNCT
spir-8566	72	4	#	#	NOUN
spir-8566	72	5	epicfail	epicfail	NOUN
spir-8566	72	6	,	,	PUNCT
spir-8566	72	7	#	#	NOUN
spir-8566	72	8	socialmediafail	socialmediafail	NOUN
spir-8566	72	9	,	,	PUNCT
spir-8566	72	10	etc	etc	X
spir-8566	72	11	.	.	X
spir-8566	72	12	)	)	PUNCT
spir-8566	72	13	.	.	PUNCT
spir-8566	73	1	however	however	ADV
spir-8566	73	2	,	,	PUNCT
spir-8566	73	3	when	when	SCONJ
spir-8566	73	4	we	we	PRON
spir-8566	73	5	look	look	VERB
spir-8566	73	6	at	at	ADP
spir-8566	73	7	the	the	DET
spir-8566	73	8	relative	relative	ADJ
spir-8566	73	9	visibility	visibility	NOUN
spir-8566	73	10	of	of	ADP
spir-8566	73	11	these	these	DET
spir-8566	73	12	three	three	NUM
spir-8566	73	13	types	type	NOUN
spir-8566	73	14	of	of	ADP
spir-8566	73	15	hashtags	hashtag	NOUN
spir-8566	73	16	,	,	PUNCT
spir-8566	73	17	we	we	PRON
spir-8566	73	18	see	see	VERB
spir-8566	73	19	that	that	SCONJ
spir-8566	73	20	newly	newly	ADV
spir-8566	73	21	created	create	VERB
spir-8566	73	22	hashtags	hashtag	NOUN
spir-8566	73	23	far	far	ADV
spir-8566	73	24	exceeded	exceed	VERB
spir-8566	73	25	the	the	DET
spir-8566	73	26	other	other	ADJ
spir-8566	73	27	two	two	NUM
spir-8566	73	28	types	type	NOUN
spir-8566	73	29	in	in	ADP
spir-8566	73	30	terms	term	NOUN
spir-8566	73	31	of	of	ADP
spir-8566	73	32	visibility	visibility	NOUN
spir-8566	73	33	on	on	ADP
spir-8566	73	34	#	#	SYM
spir-8566	73	35	mynypd	mynypd	ADJ
spir-8566	73	36	(	(	PUNCT
spir-8566	73	37	see	see	VERB
spir-8566	73	38	fig	fig	NOUN
spir-8566	73	39	.	.	PUNCT
spir-8566	74	1	5	5	NUM
spir-8566	74	2	)	)	PUNCT
spir-8566	74	3	.	.	PUNCT
spir-8566	75	1	in	in	ADP
spir-8566	75	2	addition	addition	NOUN
spir-8566	75	3	,	,	PUNCT
spir-8566	75	4	33	33	NUM
spir-8566	75	5	out	out	ADP
spir-8566	75	6	of	of	ADP
spir-8566	75	7	the	the	DET
spir-8566	75	8	39	39	NUM
spir-8566	75	9	newly	newly	ADV
spir-8566	75	10	created	create	VERB
spir-8566	75	11	hashtags	hashtag	NOUN
spir-8566	75	12	actually	actually	ADV
spir-8566	75	13	targeted	target	VERB
spir-8566	75	14	other	other	ADJ
spir-8566	75	15	police	police	NOUN
spir-8566	75	16	departments	department	NOUN
spir-8566	75	17	,	,	PUNCT
spir-8566	75	18	not	not	PART
spir-8566	75	19	only	only	ADV
spir-8566	75	20	in	in	ADP
spir-8566	75	21	the	the	DET
spir-8566	75	22	united	united	PROPN
spir-8566	75	23	states	states	PROPN
spir-8566	75	24	(	(	PUNCT
spir-8566	75	25	#	#	SYM
spir-8566	75	26	mylapd	mylapd	NOUN
spir-8566	75	27	,	,	PUNCT
spir-8566	75	28	#	#	NOUN
spir-8566	75	29	mycpd	mycpd	NOUN
spir-8566	75	30	,	,	PUNCT
spir-8566	75	31	etc	etc	X
spir-8566	75	32	.	.	X
spir-8566	75	33	)	)	PUNCT
spir-8566	76	1	but	but	CCONJ
spir-8566	76	2	also	also	ADV
spir-8566	76	3	in	in	ADP
spir-8566	76	4	other	other	ADJ
spir-8566	76	5	countries	country	NOUN
spir-8566	76	6	(	(	PUNCT
spir-8566	76	7	#	#	SYM
spir-8566	76	8	dankepolizei	dankepolizei	NOUN
spir-8566	76	9	for	for	ADP
spir-8566	76	10	germany	germany	PROPN
spir-8566	76	11	,	,	PUNCT
spir-8566	76	12	austria	austria	PROPN
spir-8566	76	13	,	,	PUNCT
spir-8566	76	14	and	and	CCONJ
spir-8566	76	15	switzerland	switzerland	PROPN
spir-8566	76	16	,	,	PUNCT
spir-8566	76	17	#	#	SYM
spir-8566	76	18	mipoliciamexicana	mipoliciamexicana	NOUN
spir-8566	76	19	for	for	ADP
spir-8566	76	20	mexico	mexico	PROPN
spir-8566	76	21	,	,	PUNCT
spir-8566	76	22	or	or	CCONJ
spir-8566	76	23	#	#	SYM
spir-8566	76	24	miapolicia	miapolicia	NOUN
spir-8566	76	25	for	for	ADP
spir-8566	76	26	italy	italy	PROPN
spir-8566	76	27	,	,	PUNCT
spir-8566	76	28	for	for	ADP
spir-8566	76	29	example	example	NOUN
spir-8566	76	30	)	)	PUNCT
spir-8566	76	31	.	.	PUNCT
spir-8566	77	1	the	the	DET
spir-8566	77	2	analysis	analysis	NOUN
spir-8566	77	3	of	of	ADP
spir-8566	77	4	the	the	DET
spir-8566	77	5	second	second	ADJ
spir-8566	77	6	dataset	dataset	NOUN
spir-8566	77	7	in	in	ADP
spir-8566	77	8	this	this	DET
spir-8566	77	9	category	category	NOUN
spir-8566	77	10	revealed	reveal	VERB
spir-8566	77	11	how	how	SCONJ
spir-8566	77	12	various	various	ADJ
spir-8566	77	13	top	top	ADJ
spir-8566	77	14	hashtags	hashtag	NOUN
spir-8566	77	15	influenced	influence	VERB
spir-8566	77	16	not	not	PART
spir-8566	77	17	only	only	ADV
spir-8566	77	18	the	the	DET
spir-8566	77	19	direction	direction	NOUN
spir-8566	77	20	of	of	ADP
spir-8566	77	21	the	the	DET
spir-8566	77	22	conversation	conversation	NOUN
spir-8566	77	23	on	on	ADP
spir-8566	77	24	#	#	SYM
spir-8566	77	25	mynypd	mynypd	ADJ
spir-8566	77	26	but	but	CCONJ
spir-8566	77	27	also	also	ADV
spir-8566	77	28	the	the	DET
spir-8566	77	29	emergence	emergence	NOUN
spir-8566	77	30	of	of	ADP
spir-8566	77	31	other	other	ADJ
spir-8566	77	32	new	new	ADJ
spir-8566	77	33	hashtags	hashtag	NOUN
spir-8566	77	34	(	(	PUNCT
spir-8566	77	35	see	see	VERB
spir-8566	77	36	fig	fig	NOUN
spir-8566	77	37	.	.	PUNCT
spir-8566	78	1	6	6	NUM
spir-8566	78	2	)	)	PUNCT
spir-8566	78	3	.	.	PUNCT
spir-8566	79	1	here	here	ADV
spir-8566	79	2	,	,	PUNCT
spir-8566	79	3	the	the	DET
spir-8566	79	4	hashtags	hashtag	NOUN
spir-8566	79	5	#	#	SYM
spir-8566	79	6	s17	s17	NOUN
spir-8566	79	7	,	,	PUNCT
spir-8566	79	8	which	which	PRON
spir-8566	79	9	commemorates	commemorate	VERB
spir-8566	79	10	the	the	DET
spir-8566	79	11	day	day	NOUN
spir-8566	79	12	the	the	DET
spir-8566	79	13	occupy	occupy	NOUN
spir-8566	79	14	movement	movement	NOUN
spir-8566	79	15	officially	officially	ADV
spir-8566	79	16	began	begin	VERB
spir-8566	79	17	(	(	PUNCT
spir-8566	79	18	september	september	PROPN
spir-8566	79	19	,	,	PUNCT
spir-8566	79	20	17	17	NUM
spir-8566	79	21	,	,	PUNCT
spir-8566	79	22	2011	2011	NUM
spir-8566	79	23	)	)	PUNCT
spir-8566	79	24	,	,	PUNCT
spir-8566	79	25	#	#	SYM
spir-8566	79	26	ftp	ftp	NOUN
spir-8566	79	27	(	(	PUNCT
spir-8566	79	28	denoting	denote	VERB
spir-8566	79	29	“	"	PUNCT
spir-8566	79	30	fuck	fuck	VERB
spir-8566	79	31	the	the	DET
spir-8566	79	32	police	police	NOUN
spir-8566	79	33	”	"	PUNCT
spir-8566	79	34	)	)	PUNCT
spir-8566	79	35	,	,	PUNCT
spir-8566	79	36	and	and	CCONJ
spir-8566	79	37	the	the	DET
spir-8566	79	38	#	#	SYM
spir-8566	79	39	justice4cecily	justice4cecily	ADV
spir-8566	79	40	hashtag	hashtag	NOUN
spir-8566	79	41	(	(	PUNCT
spir-8566	79	42	a	a	DET
spir-8566	79	43	solidarity	solidarity	PROPN
spir-8566	79	44	hashtag	hashtag	NOUN
spir-8566	79	45	created	create	VERB
spir-8566	79	46	in	in	ADP
spir-8566	79	47	response	response	NOUN
spir-8566	79	48	to	to	ADP
spir-8566	79	49	the	the	DET
spir-8566	79	50	questionable	questionable	ADJ
spir-8566	79	51	jail	jail	NOUN
spir-8566	79	52	sentence	sentence	NOUN
spir-8566	79	53	of	of	ADP
spir-8566	79	54	occupy	occupy	NOUN
spir-8566	79	55	activist	activist	NOUN
spir-8566	79	56	,	,	PUNCT
spir-8566	79	57	cecily	cecily	PROPN
spir-8566	79	58	mcmillan	mcmillan	PROPN
spir-8566	79	59	)	)	PUNCT
spir-8566	79	60	dominated	dominate	VERB
spir-8566	79	61	the	the	DET
spir-8566	79	62	#	#	SYM
spir-8566	79	63	mynypd	mynypd	ADJ
spir-8566	79	64	hashtag	hashtag	NOUN
spir-8566	79	65	in	in	ADP
spir-8566	79	66	the	the	DET
spir-8566	79	67	early	early	ADJ
spir-8566	79	68	hours	hour	NOUN
spir-8566	79	69	of	of	ADP
spir-8566	79	70	the	the	DET
spir-8566	79	71	study	study	NOUN
spir-8566	79	72	period	period	NOUN
spir-8566	79	73	.	.	PUNCT
spir-8566	80	1	studies	study	NOUN
spir-8566	80	2	have	have	AUX
spir-8566	80	3	found	find	VERB
spir-8566	80	4	that	that	SCONJ
spir-8566	80	5	emotionally	emotionally	ADV
spir-8566	80	6	-	-	PUNCT
spir-8566	80	7	charged	charge	VERB
spir-8566	80	8	content	content	NOUN
spir-8566	80	9	is	be	AUX
spir-8566	80	10	more	more	ADV
spir-8566	80	11	likely	likely	ADJ
spir-8566	80	12	to	to	PART
spir-8566	80	13	be	be	AUX
spir-8566	80	14	shared	share	VERB
spir-8566	80	15	by	by	ADP
spir-8566	80	16	online	online	ADJ
spir-8566	80	17	users	user	NOUN
spir-8566	80	18	(	(	PUNCT
spir-8566	80	19	e.g.	e.g.	ADV
spir-8566	80	20	berger	berger	PROPN
spir-8566	80	21	and	and	CCONJ
spir-8566	80	22	milkman	milkman	PROPN
spir-8566	80	23	2012	2012	NUM
spir-8566	80	24	,	,	PUNCT
spir-8566	80	25	stieglitz	stieglitz	PROPN
spir-8566	80	26	and	and	CCONJ
spir-8566	80	27	dang	dang	PROPN
spir-8566	80	28	-	-	PROPN
spir-8566	80	29	xuan	xuan	PROPN
spir-8566	80	30	2012	2012	NUM
spir-8566	80	31	)	)	PUNCT
spir-8566	80	32	,	,	PUNCT
spir-8566	80	33	and	and	CCONJ
spir-8566	80	34	in	in	ADP
spir-8566	80	35	the	the	DET
spir-8566	80	36	case	case	NOUN
spir-8566	80	37	of	of	ADP
spir-8566	80	38	#	#	SYM
spir-8566	80	39	mynypd	mynypd	ADJ
spir-8566	80	40	we	we	PRON
spir-8566	80	41	see	see	VERB
spir-8566	80	42	how	how	SCONJ
spir-8566	80	43	conversations	conversation	NOUN
spir-8566	80	44	surrounding	surround	VERB
spir-8566	80	45	the	the	DET
spir-8566	80	46	occupy	occupy	NOUN
spir-8566	80	47	movement	movement	NOUN
spir-8566	80	48	helped	help	VERB
spir-8566	80	49	fueling	fuel	VERB
spir-8566	80	50	anti	anti	ADJ
spir-8566	80	51	-	-	ADJ
spir-8566	80	52	police	police	ADJ
spir-8566	80	53	sentiments	sentiment	NOUN
spir-8566	80	54	.	.	PUNCT
spir-8566	81	1	occupy	occupy	VERB
spir-8566	81	2	wall	wall	PROPN
spir-8566	81	3	street	street	PROPN
spir-8566	81	4	sympathizers	sympathizer	NOUN
spir-8566	81	5	were	be	AUX
spir-8566	81	6	the	the	DET
spir-8566	81	7	first	first	ADJ
spir-8566	81	8	to	to	PART
spir-8566	81	9	spin	spin	VERB
spir-8566	81	10	the	the	DET
spir-8566	81	11	wheel	wheel	NOUN
spir-8566	81	12	on	on	ADP
spir-8566	81	13	#	#	SYM
spir-8566	81	14	mynypd	mynypd	ADJ
spir-8566	81	15	.	.	PUNCT
spir-8566	82	1	they	they	PRON
spir-8566	82	2	shared	share	VERB
spir-8566	82	3	the	the	DET
spir-8566	82	4	hashtag	hashtag	NOUN
spir-8566	82	5	with	with	ADP
spir-8566	82	6	their	their	PRON
spir-8566	82	7	followers	follower	NOUN
spir-8566	82	8	and	and	CCONJ
spir-8566	82	9	aligned	align	VERB
spir-8566	82	10	it	it	PRON
spir-8566	82	11	with	with	ADP
spir-8566	82	12	other	other	ADJ
spir-8566	82	13	existing	exist	VERB
spir-8566	82	14	occupy	occupy	NOUN
spir-8566	82	15	hashtags	hashtag	NOUN
spir-8566	82	16	.	.	PUNCT
spir-8566	83	1	a	a	DET
spir-8566	83	2	couple	couple	NOUN
spir-8566	83	3	of	of	ADP
spir-8566	83	4	hours	hour	NOUN
spir-8566	83	5	later	later	ADV
spir-8566	83	6	,	,	PUNCT
spir-8566	83	7	then	then	ADV
spir-8566	83	8	,	,	PUNCT
spir-8566	83	9	#	#	SYM
spir-8566	83	10	mynypd	mynypd	ADJ
spir-8566	83	11	inspired	inspire	VERB
spir-8566	83	12	the	the	DET
spir-8566	83	13	creation	creation	NOUN
spir-8566	83	14	of	of	ADP
spir-8566	83	15	#	#	SYM
spir-8566	83	16	mylapd	mylapd	NOUN
spir-8566	83	17	and	and	CCONJ
spir-8566	83	18	it	it	PRON
spir-8566	83	19	became	become	VERB
spir-8566	83	20	the	the	DET
spir-8566	83	21	most	most	ADV
spir-8566	83	22	widely	widely	ADV
spir-8566	83	23	distributed	distribute	VERB
spir-8566	83	24	hashtag	hashtag	NOUN
spir-8566	83	25	in	in	ADP
spir-8566	83	26	the	the	DET
spir-8566	83	27	context	context	NOUN
spir-8566	83	28	of	of	ADP
spir-8566	83	29	the	the	DET
spir-8566	83	30	nypd	nypd	PROPN
spir-8566	83	31	reputation	reputation	NOUN
spir-8566	83	32	campaign	campaign	NOUN
spir-8566	83	33	.	.	PUNCT
spir-8566	84	1	fig	fig	NOUN
spir-8566	84	2	.	.	PUNCT
spir-8566	85	1	5	5	X
spir-8566	85	2	.	.	X
spir-8566	85	3	distribution	distribution	NOUN
spir-8566	85	4	of	of	ADP
spir-8566	85	5	different	different	ADJ
spir-8566	85	6	sentiment	sentiment	NOUN
spir-8566	85	7	types	type	NOUN
spir-8566	85	8	of	of	ADP
spir-8566	85	9	hashtags	hashtag	NOUN
spir-8566	85	10	posted	post	VERB
spir-8566	85	11	to	to	ADP
spir-8566	85	12	#	#	SYM
spir-8566	85	13	mynypd	mynypd	ADJ
spir-8566	85	14	over	over	ADP
spir-8566	85	15	the	the	DET
spir-8566	85	16	course	course	NOUN
spir-8566	85	17	of	of	ADP
spir-8566	85	18	the	the	DET
spir-8566	85	19	study	study	NOUN
spir-8566	85	20	period	period	NOUN
spir-8566	85	21	.	.	PUNCT
spir-8566	86	1	fig	fig	NOUN
spir-8566	86	2	.	.	PUNCT
spir-8566	87	1	6	6	NUM
spir-8566	87	2	.	.	X
spir-8566	87	3	circulation	circulation	NOUN
spir-8566	87	4	patterns	pattern	NOUN
spir-8566	87	5	of	of	ADP
spir-8566	87	6	a	a	DET
spir-8566	87	7	sample	sample	NOUN
spir-8566	87	8	of	of	ADP
spir-8566	87	9	the	the	DET
spir-8566	87	10	top	top	ADJ
spir-8566	87	11	hashtags	hashtag	NOUN
spir-8566	87	12	over	over	ADP
spir-8566	87	13	the	the	DET
spir-8566	87	14	course	course	NOUN
spir-8566	87	15	of	of	ADP
spir-8566	87	16	the	the	DET
spir-8566	87	17	study	study	NOUN
spir-8566	87	18	period	period	NOUN
spir-8566	87	19	.	.	PUNCT
spir-8566	88	1	conclusion	conclusion	NOUN
spir-8566	88	2	as	as	SCONJ
spir-8566	88	3	this	this	DET
spir-8566	88	4	paper	paper	NOUN
spir-8566	88	5	has	have	AUX
spir-8566	88	6	shown	show	VERB
spir-8566	88	7	,	,	PUNCT
spir-8566	88	8	the	the	DET
spir-8566	88	9	current	current	ADJ
spir-8566	88	10	trend	trend	NOUN
spir-8566	88	11	of	of	ADP
spir-8566	88	12	hashtag	hashtag	NOUN
spir-8566	88	13	hijacking	hijacking	NOUN
spir-8566	88	14	on	on	ADP
spir-8566	88	15	twitter	twitter	NOUN
spir-8566	88	16	is	be	AUX
spir-8566	88	17	more	more	ADJ
spir-8566	88	18	than	than	ADP
spir-8566	88	19	a	a	DET
spir-8566	88	20	past	past	ADJ
spir-8566	88	21	-	-	PUNCT
spir-8566	88	22	time	time	NOUN
spir-8566	88	23	mocking	mocking	NOUN
spir-8566	88	24	activity	activity	NOUN
spir-8566	88	25	of	of	ADP
spir-8566	88	26	corporate	corporate	ADJ
spir-8566	88	27	communication	communication	NOUN
spir-8566	88	28	.	.	PUNCT
spir-8566	89	1	instead	instead	ADV
spir-8566	89	2	,	,	PUNCT
spir-8566	89	3	the	the	DET
spir-8566	89	4	counterhegemonic	counterhegemonic	ADJ
spir-8566	89	5	appropriation	appropriation	NOUN
spir-8566	89	6	of	of	ADP
spir-8566	89	7	corporate	corporate	ADJ
spir-8566	89	8	hashtags	hashtag	NOUN
spir-8566	89	9	functions	function	NOUN
spir-8566	89	10	as	as	ADP
spir-8566	89	11	a	a	DET
spir-8566	89	12	form	form	NOUN
spir-8566	89	13	of	of	ADP
spir-8566	89	14	twitter	twitter	NOUN
spir-8566	89	15	activism	activism	NOUN
spir-8566	89	16	that	that	PRON
spir-8566	89	17	employs	employ	VERB
spir-8566	89	18	microand	microand	ADJ
spir-8566	89	19	meso	meso	NOUN
spir-8566	89	20	-	-	PUNCT
spir-8566	89	21	level	level	NOUN
spir-8566	89	22	communication	communication	NOUN
spir-8566	89	23	operations	operation	NOUN
spir-8566	89	24	to	to	PART
spir-8566	89	25	contest	contest	VERB
spir-8566	89	26	dominant	dominant	ADJ
spir-8566	89	27	media	medium	NOUN
spir-8566	89	28	messages	message	NOUN
spir-8566	89	29	.	.	PUNCT
spir-8566	90	1	by	by	ADP
spir-8566	90	2	examining	examine	VERB
spir-8566	90	3	how	how	SCONJ
spir-8566	90	4	ecologies	ecology	NOUN
spir-8566	90	5	of	of	ADP
spir-8566	90	6	subversion	subversion	NOUN
spir-8566	90	7	and	and	CCONJ
spir-8566	90	8	inspiration	inspiration	NOUN
spir-8566	90	9	define	define	VERB
spir-8566	90	10	a	a	DET
spir-8566	90	11	framework	framework	NOUN
spir-8566	90	12	of	of	ADP
spir-8566	90	13	contestation	contestation	NOUN
spir-8566	90	14	,	,	PUNCT
spir-8566	90	15	this	this	DET
spir-8566	90	16	paper	paper	NOUN
spir-8566	90	17	offers	offer	VERB
spir-8566	90	18	scholars	scholar	NOUN
spir-8566	90	19	a	a	DET
spir-8566	90	20	way	way	NOUN
spir-8566	90	21	of	of	ADP
spir-8566	90	22	studying	study	VERB
spir-8566	90	23	other	other	ADJ
spir-8566	90	24	cases	case	NOUN
spir-8566	90	25	of	of	ADP
spir-8566	90	26	hashtag	hashtag	NOUN
spir-8566	90	27	appropriation	appropriation	NOUN
spir-8566	90	28	by	by	ADP
spir-8566	90	29	twitter	twitter	NOUN
spir-8566	90	30	users	user	NOUN
spir-8566	90	31	.	.	PUNCT
spir-8566	91	1	references	reference	NOUN
spir-8566	91	2	abdul	abdul	PROPN
spir-8566	91	3	-	-	PUNCT
spir-8566	91	4	mageed	mageed	NOUN
spir-8566	91	5	,	,	PUNCT
spir-8566	91	6	m.	m.	NOUN
spir-8566	91	7	,	,	PUNCT
spir-8566	91	8	c.	c.	PROPN
spir-8566	91	9	brown	brown	PROPN
spir-8566	91	10	,	,	PUNCT
spir-8566	91	11	and	and	CCONJ
spir-8566	91	12	d.	d.	PROPN
spir-8566	91	13	a.	a.	PROPN
spir-8566	91	14	mahajna	mahajna	PROPN
spir-8566	91	15	.	.	PUNCT
spir-8566	92	1	“	"	PUNCT
spir-8566	92	2	twitter	twitter	NOUN
spir-8566	92	3	in	in	ADP
spir-8566	92	4	the	the	DET
spir-8566	92	5	context	context	NOUN
spir-8566	92	6	of	of	ADP
spir-8566	92	7	the	the	DET
spir-8566	92	8	arab	arab	ADJ
spir-8566	92	9	spring	spring	NOUN
spir-8566	92	10	.	.	PUNCT
spir-8566	92	11	”	"	PUNCT
spir-8566	93	1	selected	select	VERB
spir-8566	93	2	papers	paper	NOUN
spir-8566	93	3	of	of	ADP
spir-8566	93	4	internet	internet	NOUN
spir-8566	93	5	research	research	NOUN
spir-8566	93	6	,	,	PUNCT
spir-8566	93	7	ir14	ir14	PROPN
spir-8566	93	8	.	.	PROPN
spir-8566	93	9	web	web	PROPN
spir-8566	93	10	.	.	PROPN
spir-8566	93	11	bennett	bennett	PROPN
spir-8566	93	12	,	,	PUNCT
spir-8566	93	13	w.	w.	PROPN
spir-8566	93	14	l.	l.	PROPN
spir-8566	93	15	,	,	PUNCT
spir-8566	93	16	and	and	CCONJ
spir-8566	93	17	a.	a.	NOUN
spir-8566	93	18	segerberg	segerberg	PROPN
spir-8566	93	19	.	.	PUNCT
spir-8566	94	1	“	"	PUNCT
spir-8566	94	2	the	the	DET
spir-8566	94	3	logic	logic	NOUN
spir-8566	94	4	of	of	ADP
spir-8566	94	5	connective	connective	ADJ
spir-8566	94	6	action	action	NOUN
spir-8566	94	7	:	:	PUNCT
spir-8566	94	8	digital	digital	ADJ
spir-8566	94	9	media	medium	NOUN
spir-8566	94	10	and	and	CCONJ
spir-8566	94	11	the	the	DET
spir-8566	94	12	personalization	personalization	NOUN
spir-8566	94	13	of	of	ADP
spir-8566	94	14	contentious	contentious	ADJ
spir-8566	94	15	politics	politic	NOUN
spir-8566	94	16	.	.	PUNCT
spir-8566	94	17	”	"	PUNCT
spir-8566	95	1	information	information	NOUN
spir-8566	95	2	,	,	PUNCT
spir-8566	95	3	communication	communication	NOUN
spir-8566	95	4	&	&	CCONJ
spir-8566	95	5	society	society	NOUN
spir-8566	95	6	15.5	15.5	NUM
spir-8566	95	7	(	(	PUNCT
spir-8566	95	8	2012	2012	NUM
spir-8566	95	9	):	):	PUNCT
spir-8566	95	10	739	739	NUM
spir-8566	95	11	-	-	SYM
spir-8566	95	12	68	68	NUM
spir-8566	95	13	.	.	PUNCT
spir-8566	96	1	print	print	NOUN
spir-8566	96	2	.	.	PUNCT
spir-8566	97	1	berger	berger	PROPN
spir-8566	97	2	,	,	PUNCT
spir-8566	97	3	j.	j.	PROPN
spir-8566	97	4	,	,	PUNCT
spir-8566	97	5	and	and	CCONJ
spir-8566	97	6	k.	k.	PROPN
spir-8566	97	7	l.	l.	PROPN
spir-8566	97	8	milkman	milkman	PROPN
spir-8566	97	9	.	.	PUNCT
spir-8566	98	1	“	"	PUNCT
spir-8566	98	2	what	what	PRON
spir-8566	98	3	makes	make	VERB
spir-8566	98	4	online	online	ADJ
spir-8566	98	5	content	content	NOUN
spir-8566	98	6	viral	viral	ADJ
spir-8566	98	7	?	?	PUNCT
spir-8566	98	8	”	"	PUNCT
spir-8566	98	9	journal	journal	NOUN
spir-8566	98	10	of	of	ADP
spir-8566	98	11	marketing	marketing	NOUN
spir-8566	98	12	research	research	NOUN
spir-8566	98	13	49.2	49.2	NUM
spir-8566	98	14	(	(	PUNCT
spir-8566	98	15	2012	2012	NUM
spir-8566	98	16	):	):	PUNCT
spir-8566	98	17	192	192	NUM
spir-8566	98	18	-	-	SYM
spir-8566	98	19	205	205	NUM
spir-8566	98	20	.	.	PUNCT
spir-8566	99	1	print	print	NOUN
spir-8566	99	2	.	.	PUNCT
spir-8566	100	1	bruns	brun	NOUN
spir-8566	100	2	,	,	PUNCT
spir-8566	100	3	a.	a.	NOUN
spir-8566	100	4	,	,	PUNCT
spir-8566	100	5	and	and	CCONJ
spir-8566	100	6	j.	j.	PROPN
spir-8566	100	7	burgess	burgess	PROPN
spir-8566	100	8	.	.	PUNCT
spir-8566	101	1	“	"	PUNCT
spir-8566	101	2	the	the	DET
spir-8566	101	3	use	use	NOUN
spir-8566	101	4	of	of	ADP
spir-8566	101	5	twitter	twitter	NOUN
spir-8566	101	6	hashtags	hashtag	NOUN
spir-8566	101	7	in	in	ADP
spir-8566	101	8	the	the	DET
spir-8566	101	9	formation	formation	NOUN
spir-8566	101	10	of	of	ADP
spir-8566	101	11	ad	ad	X
spir-8566	101	12	hoc	hoc	X
spir-8566	101	13	publics	public	NOUN
spir-8566	101	14	.	.	PUNCT
spir-8566	101	15	”	"	PUNCT
spir-8566	101	16	paper	paper	NOUN
spir-8566	101	17	presented	present	VERB
spir-8566	101	18	at	at	ADP
spir-8566	101	19	the	the	DET
spir-8566	101	20	european	european	PROPN
spir-8566	101	21	consortium	consortium	PROPN
spir-8566	101	22	of	of	ADP
spir-8566	101	23	political	political	ADJ
spir-8566	101	24	research	research	NOUN
spir-8566	101	25	conference	conference	NOUN
spir-8566	101	26	,	,	PUNCT
spir-8566	101	27	reykjavík	reykjavík	NOUN
spir-8566	101	28	,	,	PUNCT
spir-8566	101	29	26	26	NUM
spir-8566	101	30	august	august	PROPN
spir-8566	101	31	2011	2011	NUM
spir-8566	101	32	.	.	PUNCT
spir-8566	102	1	bruns	brun	NOUN
spir-8566	102	2	,	,	PUNCT
spir-8566	102	3	a.	a.	NOUN
spir-8566	102	4	,	,	PUNCT
spir-8566	102	5	and	and	CCONJ
spir-8566	102	6	e.	e.	PROPN
spir-8566	102	7	liang	liang	PROPN
spir-8566	102	8	.	.	PUNCT
spir-8566	103	1	“	"	PUNCT
spir-8566	103	2	tools	tool	NOUN
spir-8566	103	3	and	and	CCONJ
spir-8566	103	4	methods	method	NOUN
spir-8566	103	5	for	for	ADP
spir-8566	103	6	capturing	capture	VERB
spir-8566	103	7	twitter	twitter	NOUN
spir-8566	103	8	data	datum	NOUN
spir-8566	103	9	during	during	ADP
spir-8566	103	10	natural	natural	ADJ
spir-8566	103	11	disasters	disaster	NOUN
spir-8566	103	12	.	.	PUNCT
spir-8566	103	13	”	"	PUNCT
spir-8566	104	1	first	first	ADJ
spir-8566	104	2	monday	monday	PROPN
spir-8566	104	3	17.4	17.4	NUM
spir-8566	104	4	(	(	PUNCT
spir-8566	104	5	2012	2012	NUM
spir-8566	104	6	):	):	PUNCT
spir-8566	104	7	n.	n.	PROPN
spir-8566	104	8	pag	pag	PROPN
spir-8566	104	9	.	.	PROPN
spir-8566	104	10	web	web	PROPN
spir-8566	104	11	.	.	PROPN
spir-8566	104	12	bruns	bruns	PROPN
spir-8566	104	13	,	,	PUNCT
spir-8566	104	14	a.	a.	NOUN
spir-8566	104	15	,	,	PUNCT
spir-8566	104	16	and	and	CCONJ
spir-8566	104	17	s.	s.	PROPN
spir-8566	104	18	stieglitz	stieglitz	PROPN
spir-8566	104	19	.	.	PUNCT
spir-8566	105	1	“	"	PUNCT
spir-8566	105	2	towards	towards	ADP
spir-8566	105	3	more	more	ADV
spir-8566	105	4	systematic	systematic	ADJ
spir-8566	105	5	twitter	twitter	NOUN
spir-8566	105	6	analysis	analysis	NOUN
spir-8566	105	7	:	:	PUNCT
spir-8566	105	8	metrics	metric	NOUN
spir-8566	105	9	for	for	ADP
spir-8566	105	10	tweeting	tweet	VERB
spir-8566	105	11	activities	activity	NOUN
spir-8566	105	12	.	.	PUNCT
spir-8566	105	13	”	"	PUNCT
spir-8566	106	1	international	international	ADJ
spir-8566	106	2	journal	journal	NOUN
spir-8566	106	3	of	of	ADP
spir-8566	106	4	social	social	ADJ
spir-8566	106	5	research	research	NOUN
spir-8566	106	6	methodology	methodology	NOUN
spir-8566	106	7	16.2	16.2	NUM
spir-8566	106	8	(	(	PUNCT
spir-8566	106	9	2013	2013	NUM
spir-8566	106	10	):	):	PUNCT
spir-8566	106	11	91	91	NUM
spir-8566	106	12	-	-	SYM
spir-8566	106	13	108	108	NUM
spir-8566	106	14	.	.	PUNCT
spir-8566	107	1	print	print	NOUN
spir-8566	107	2	.	.	PUNCT
spir-8566	108	1	bruns	brun	NOUN
spir-8566	108	2	,	,	PUNCT
spir-8566	108	3	a.	a.	NOUN
spir-8566	108	4	“	"	PUNCT
spir-8566	108	5	ad	ad	X
spir-8566	108	6	hoc	hoc	X
spir-8566	108	7	innovation	innovation	NOUN
spir-8566	108	8	by	by	ADP
spir-8566	108	9	users	user	NOUN
spir-8566	108	10	of	of	ADP
spir-8566	108	11	social	social	ADJ
spir-8566	108	12	networks	network	NOUN
spir-8566	108	13	:	:	PUNCT
spir-8566	108	14	the	the	DET
spir-8566	108	15	case	case	NOUN
spir-8566	108	16	of	of	ADP
spir-8566	108	17	twitter	twitter	NOUN
spir-8566	108	18	.	.	PUNCT
spir-8566	108	19	”	"	PUNCT
spir-8566	109	1	zsi	zsi	PROPN
spir-8566	109	2	discussion	discussion	NOUN
spir-8566	109	3	paper	paper	NOUN
spir-8566	109	4	16	16	NUM
spir-8566	109	5	(	(	PUNCT
spir-8566	109	6	2012	2012	NUM
spir-8566	109	7	):	):	PUNCT
spir-8566	109	8	1	1	NUM
spir-8566	109	9	-	-	SYM
spir-8566	109	10	13	13	NUM
spir-8566	109	11	.	.	PUNCT
spir-8566	110	1	print	print	NOUN
spir-8566	110	2	.	.	PUNCT
spir-8566	110	3	.	.	PUNCT
spir-8566	111	1	“	"	PUNCT
spir-8566	111	2	gatekeeping	gatekeepe	VERB
spir-8566	111	3	,	,	PUNCT
spir-8566	111	4	gatewatching	gatewatching	NOUN
spir-8566	111	5	,	,	PUNCT
spir-8566	111	6	real	real	ADJ
spir-8566	111	7	-	-	PUNCT
spir-8566	111	8	time	time	NOUN
spir-8566	111	9	feedback	feedback	NOUN
spir-8566	111	10	:	:	PUNCT
spir-8566	111	11	new	new	ADJ
spir-8566	111	12	challenges	challenge	NOUN
spir-8566	111	13	for	for	ADP
spir-8566	111	14	journalism	journalism	NOUN
spir-8566	111	15	.	.	PUNCT
spir-8566	111	16	”	"	PUNCT
spir-8566	112	1	brazilian	brazilian	ADJ
spir-8566	112	2	journalism	journalism	NOUN
spir-8566	112	3	research	research	PROPN
spir-8566	112	4	journal	journal	PROPN
spir-8566	112	5	7.2	7.2	NUM
spir-8566	112	6	(	(	PUNCT
spir-8566	112	7	2011	2011	NUM
spir-8566	112	8	):	):	PUNCT
spir-8566	112	9	117–36	117–36	NUM
spir-8566	112	10	.	.	PUNCT
spir-8566	113	1	print	print	PROPN
spir-8566	113	2	.	.	PUNCT
spir-8566	114	1	castells	castells	PROPN
spir-8566	114	2	,	,	PUNCT
spir-8566	114	3	m.	m.	NOUN
spir-8566	114	4	networks	network	NOUN
spir-8566	114	5	of	of	ADP
spir-8566	114	6	outrage	outrage	NOUN
spir-8566	114	7	and	and	CCONJ
spir-8566	114	8	hope	hope	NOUN
spir-8566	114	9	:	:	PUNCT
spir-8566	114	10	social	social	ADJ
spir-8566	114	11	movements	movement	NOUN
spir-8566	114	12	in	in	ADP
spir-8566	114	13	the	the	DET
spir-8566	114	14	internet	internet	NOUN
spir-8566	114	15	age	age	NOUN
spir-8566	114	16	.	.	PUNCT
spir-8566	115	1	cambridge	cambridge	NOUN
spir-8566	115	2	:	:	PUNCT
spir-8566	115	3	polity	polity	NOUN
spir-8566	115	4	,	,	PUNCT
spir-8566	115	5	2012	2012	NUM
spir-8566	115	6	.	.	PUNCT
spir-8566	116	1	print	print	NOUN
spir-8566	116	2	.	.	PUNCT
spir-8566	117	1	couldry	couldry	PROPN
spir-8566	117	2	,	,	PUNCT
spir-8566	117	3	n.	n.	NOUN
spir-8566	117	4	“	"	PUNCT
spir-8566	117	5	liveness	liveness	NOUN
spir-8566	117	6	,	,	PUNCT
spir-8566	117	7	reality	reality	NOUN
spir-8566	117	8	and	and	CCONJ
spir-8566	117	9	the	the	DET
spir-8566	117	10	mediated	mediate	VERB
spir-8566	117	11	habitus	habitus	NOUN
spir-8566	117	12	from	from	ADP
spir-8566	117	13	television	television	NOUN
spir-8566	117	14	to	to	ADP
spir-8566	117	15	the	the	DET
spir-8566	117	16	mobile	mobile	ADJ
spir-8566	117	17	phone	phone	NOUN
spir-8566	117	18	.	.	PUNCT
spir-8566	117	19	”	"	PUNCT
spir-8566	118	1	city	city	PROPN
spir-8566	118	2	&	&	CCONJ
spir-8566	118	3	community	community	PROPN
spir-8566	118	4	7.3	7.3	NUM
spir-8566	118	5	(	(	PUNCT
spir-8566	118	6	2004	2004	NUM
spir-8566	118	7	):	):	PUNCT
spir-8566	118	8	193	193	NUM
spir-8566	118	9	-	-	SYM
spir-8566	118	10	223	223	NUM
spir-8566	118	11	.	.	PUNCT
spir-8566	119	1	print	print	NOUN
spir-8566	119	2	.	.	PUNCT
spir-8566	120	1	croeser	croeser	PROPN
spir-8566	120	2	,	,	PUNCT
spir-8566	120	3	s.	s.	PROPN
spir-8566	120	4	,	,	PUNCT
spir-8566	120	5	and	and	CCONJ
spir-8566	120	6	t.	t.	PROPN
spir-8566	120	7	highfield	highfield	PROPN
spir-8566	120	8	.	.	PUNCT
spir-8566	121	1	“	"	PUNCT
spir-8566	121	2	occupy	occupy	VERB
spir-8566	121	3	oakland	oakland	PROPN
spir-8566	121	4	and	and	CCONJ
spir-8566	121	5	#	#	ADP
spir-8566	121	6	oo	oo	NOUN
spir-8566	121	7	:	:	PUNCT
spir-8566	121	8	uses	use	NOUN
spir-8566	121	9	of	of	ADP
spir-8566	121	10	twitter	twitter	NOUN
spir-8566	121	11	within	within	ADP
spir-8566	121	12	the	the	DET
spir-8566	121	13	occupy	occupy	NOUN
spir-8566	121	14	movement	movement	NOUN
spir-8566	121	15	.	.	PUNCT
spir-8566	121	16	”	"	PUNCT
spir-8566	122	1	first	first	ADJ
spir-8566	122	2	monday	monday	PROPN
spir-8566	122	3	19.3	19.3	NUM
spir-8566	122	4	(	(	PUNCT
spir-8566	122	5	2014	2014	NUM
spir-8566	122	6	):	):	PUNCT
spir-8566	122	7	n.	n.	PROPN
spir-8566	122	8	pag	pag	PROPN
spir-8566	122	9	.	.	PROPN
spir-8566	122	10	web	web	PROPN
spir-8566	122	11	.	.	PUNCT
spir-8566	123	1	deluca	deluca	PROPN
spir-8566	123	2	,	,	PUNCT
spir-8566	123	3	k.	k.	PROPN
spir-8566	123	4	,	,	PUNCT
spir-8566	123	5	lawson	lawson	PROPN
spir-8566	123	6	,	,	PUNCT
spir-8566	123	7	s.	s.	PROPN
spir-8566	123	8	,	,	PUNCT
spir-8566	123	9	and	and	CCONJ
spir-8566	123	10	y.	y.	PROPN
spir-8566	123	11	sun	sun	PROPN
spir-8566	123	12	.	.	PUNCT
spir-8566	124	1	“	"	PUNCT
spir-8566	124	2	occupy	occupy	VERB
spir-8566	124	3	wall	wall	PROPN
spir-8566	124	4	street	street	PROPN
spir-8566	124	5	on	on	ADP
spir-8566	124	6	the	the	DET
spir-8566	124	7	public	public	ADJ
spir-8566	124	8	screens	screen	NOUN
spir-8566	124	9	of	of	ADP
spir-8566	124	10	social	social	ADJ
spir-8566	124	11	media	medium	NOUN
spir-8566	124	12	:	:	PUNCT
spir-8566	124	13	the	the	DET
spir-8566	124	14	many	many	ADJ
spir-8566	124	15	framings	framing	NOUN
spir-8566	124	16	of	of	ADP
spir-8566	124	17	the	the	DET
spir-8566	124	18	birth	birth	NOUN
spir-8566	124	19	of	of	ADP
spir-8566	124	20	a	a	DET
spir-8566	124	21	protest	protest	NOUN
spir-8566	124	22	movement	movement	NOUN
spir-8566	124	23	.	.	PUNCT
spir-8566	124	24	”	"	PUNCT
spir-8566	125	1	communication	communication	NOUN
spir-8566	125	2	,	,	PUNCT
spir-8566	125	3	culture	culture	NOUN
spir-8566	125	4	and	and	CCONJ
spir-8566	125	5	critique	critique	NOUN
spir-8566	125	6	5	5	NUM
spir-8566	125	7	(	(	PUNCT
spir-8566	125	8	2012	2012	NUM
spir-8566	125	9	):	):	PUNCT
spir-8566	125	10	483	483	NUM
spir-8566	125	11	-	-	SYM
spir-8566	125	12	509	509	NUM
spir-8566	125	13	.	.	PUNCT
spir-8566	126	1	print	print	NOUN
spir-8566	126	2	.	.	PUNCT
spir-8566	127	1	earl	earl	PROPN
spir-8566	127	2	,	,	PUNCT
spir-8566	127	3	j.	j.	PROPN
spir-8566	127	4	,	,	PUNCT
spir-8566	127	5	et	et	PROPN
spir-8566	127	6	al	al	PROPN
spir-8566	127	7	.	.	PUNCT
spir-8566	128	1	“	"	PUNCT
spir-8566	128	2	this	this	DET
spir-8566	128	3	protest	protest	NOUN
spir-8566	128	4	will	will	AUX
spir-8566	128	5	be	be	AUX
spir-8566	128	6	tweeted	tweet	VERB
spir-8566	128	7	:	:	PUNCT
spir-8566	128	8	twitter	twitter	NOUN
spir-8566	128	9	and	and	CCONJ
spir-8566	128	10	protest	protest	NOUN
spir-8566	128	11	policing	policing	NOUN
spir-8566	128	12	during	during	ADP
spir-8566	128	13	the	the	DET
spir-8566	128	14	pittsburgh	pittsburgh	PROPN
spir-8566	128	15	g20	g20	PROPN
spir-8566	128	16	.	.	PUNCT
spir-8566	128	17	”	"	PUNCT
spir-8566	129	1	information	information	NOUN
spir-8566	129	2	,	,	PUNCT
spir-8566	129	3	communication	communication	NOUN
spir-8566	129	4	&	&	CCONJ
spir-8566	129	5	society	society	PROPN
spir-8566	129	6	16.4	16.4	NUM
spir-8566	129	7	(	(	PUNCT
spir-8566	129	8	2013	2013	NUM
spir-8566	129	9	):	):	PUNCT
spir-8566	129	10	459	459	NUM
spir-8566	129	11	-	-	SYM
spir-8566	129	12	78	78	NUM
spir-8566	129	13	.	.	PUNCT
spir-8566	130	1	print	print	NOUN
spir-8566	130	2	.	.	PUNCT
spir-8566	131	1	gerbaudo	gerbaudo	PROPN
spir-8566	131	2	,	,	PUNCT
spir-8566	131	3	p.	p.	NOUN
spir-8566	131	4	“	"	PUNCT
spir-8566	131	5	the	the	DET
spir-8566	131	6	persistence	persistence	NOUN
spir-8566	131	7	of	of	ADP
spir-8566	131	8	collectivity	collectivity	NOUN
spir-8566	131	9	in	in	ADP
spir-8566	131	10	digital	digital	ADJ
spir-8566	131	11	protest	protest	NOUN
spir-8566	131	12	.	.	PUNCT
spir-8566	131	13	”	"	PUNCT
spir-8566	132	1	information	information	NOUN
spir-8566	132	2	,	,	PUNCT
spir-8566	132	3	communication	communication	NOUN
spir-8566	132	4	&	&	CCONJ
spir-8566	132	5	society	society	NOUN
spir-8566	132	6	17.2	17.2	NUM
spir-8566	132	7	(	(	PUNCT
spir-8566	132	8	2014	2014	NUM
spir-8566	132	9	):	):	PUNCT
spir-8566	132	10	264	264	NUM
spir-8566	132	11	-	-	SYM
spir-8566	132	12	68	68	NUM
spir-8566	132	13	.	.	PUNCT
spir-8566	133	1	print	print	NOUN
spir-8566	133	2	.	.	PUNCT
spir-8566	134	1	giddens	giddens	PROPN
spir-8566	134	2	,	,	PUNCT
spir-8566	134	3	a.	a.	NOUN
spir-8566	134	4	central	central	ADJ
spir-8566	134	5	problems	problem	NOUN
spir-8566	134	6	in	in	ADP
spir-8566	134	7	social	social	ADJ
spir-8566	134	8	theory	theory	NOUN
spir-8566	134	9	:	:	PUNCT
spir-8566	134	10	action	action	NOUN
spir-8566	134	11	,	,	PUNCT
spir-8566	134	12	structure	structure	NOUN
spir-8566	134	13	and	and	CCONJ
spir-8566	134	14	contradiction	contradiction	NOUN
spir-8566	134	15	in	in	ADP
spir-8566	134	16	social	social	ADJ
spir-8566	134	17	analysis	analysis	NOUN
spir-8566	134	18	.	.	PUNCT
spir-8566	135	1	berkeley	berkeley	PROPN
spir-8566	135	2	:	:	PUNCT
spir-8566	135	3	university	university	PROPN
spir-8566	135	4	of	of	ADP
spir-8566	135	5	california	california	PROPN
spir-8566	135	6	press	press	PROPN
spir-8566	135	7	,	,	PUNCT
spir-8566	135	8	1979	1979	NUM
spir-8566	135	9	.	.	PUNCT
spir-8566	136	1	print	print	NOUN
spir-8566	136	2	.	.	PUNCT
spir-8566	137	1	harold	harold	PROPN
spir-8566	137	2	,	,	PUNCT
spir-8566	137	3	c.	c.	PROPN
spir-8566	137	4	“	"	PUNCT
spir-8566	137	5	pranking	prank	VERB
spir-8566	137	6	rhetoric	rhetoric	NOUN
spir-8566	137	7	:	:	PUNCT
spir-8566	137	8	‘	'	PUNCT
spir-8566	137	9	culture	culture	NOUN
spir-8566	137	10	jamming	jamming	NOUN
spir-8566	137	11	’	'	PUNCT
spir-8566	137	12	as	as	ADP
spir-8566	137	13	media	medium	NOUN
spir-8566	137	14	activism	activism	NOUN
spir-8566	137	15	.	.	PUNCT
spir-8566	137	16	”	"	PUNCT
spir-8566	138	1	critical	critical	ADJ
spir-8566	138	2	studies	study	NOUN
spir-8566	138	3	in	in	ADP
spir-8566	138	4	media	medium	NOUN
spir-8566	138	5	communication	communication	NOUN
spir-8566	138	6	21.3	21.3	NUM
spir-8566	138	7	(	(	PUNCT
spir-8566	138	8	2004	2004	NUM
spir-8566	138	9	):	):	PUNCT
spir-8566	138	10	189	189	NUM
spir-8566	138	11	-	-	SYM
spir-8566	138	12	211	211	NUM
spir-8566	138	13	.	.	PUNCT
spir-8566	139	1	print	print	NOUN
spir-8566	139	2	.	.	PUNCT
spir-8566	140	1	lievrouw	lievrouw	PROPN
spir-8566	140	2	,	,	PUNCT
spir-8566	140	3	l.	l.	PROPN
spir-8566	140	4	alternative	alternative	NOUN
spir-8566	140	5	and	and	CCONJ
spir-8566	140	6	activist	activist	ADJ
spir-8566	140	7	new	new	ADJ
spir-8566	140	8	media	medium	NOUN
spir-8566	140	9	.	.	PUNCT
spir-8566	141	1	cambridge	cambridge	NOUN
spir-8566	141	2	:	:	PUNCT
spir-8566	141	3	polity	polity	NOUN
spir-8566	141	4	,	,	PUNCT
spir-8566	141	5	2011	2011	NUM
spir-8566	141	6	.	.	PUNCT
spir-8566	142	1	print	print	NOUN
spir-8566	142	2	.	.	PUNCT
spir-8566	143	1	lotan	lotan	PROPN
spir-8566	143	2	,	,	PUNCT
spir-8566	143	3	g.	g.	PROPN
spir-8566	143	4	,	,	PUNCT
spir-8566	143	5	et	et	PROPN
spir-8566	143	6	al	al	PROPN
spir-8566	143	7	.	.	PUNCT
spir-8566	144	1	“	"	PUNCT
spir-8566	144	2	the	the	DET
spir-8566	144	3	revolutions	revolution	NOUN
spir-8566	144	4	were	be	AUX
spir-8566	144	5	tweeted	tweet	VERB
spir-8566	144	6	:	:	PUNCT
spir-8566	144	7	information	information	NOUN
spir-8566	144	8	flows	flow	VERB
spir-8566	144	9	during	during	ADP
spir-8566	144	10	the	the	DET
spir-8566	144	11	2011	2011	NUM
spir-8566	144	12	tunisian	tunisian	ADJ
spir-8566	144	13	and	and	CCONJ
spir-8566	144	14	egyptian	egyptian	ADJ
spir-8566	144	15	revolutions	revolution	NOUN
spir-8566	144	16	.	.	PUNCT
spir-8566	145	1	international	international	ADJ
spir-8566	145	2	journal	journal	NOUN
spir-8566	145	3	of	of	ADP
spir-8566	145	4	communication	communication	NOUN
spir-8566	145	5	5	5	NUM
spir-8566	145	6	(	(	PUNCT
spir-8566	145	7	2011	2011	NUM
spir-8566	145	8	):	):	PUNCT
spir-8566	145	9	1375	1375	NUM
spir-8566	145	10	-	-	SYM
spir-8566	145	11	1405	1405	NUM
spir-8566	145	12	.	.	PUNCT
spir-8566	146	1	web	web	NOUN
spir-8566	146	2	.	.	PROPN
spir-8566	146	3	maireder	maireder	PROPN
spir-8566	146	4	,	,	PUNCT
spir-8566	146	5	a.	a.	NOUN
spir-8566	146	6	,	,	PUNCT
spir-8566	146	7	and	and	CCONJ
spir-8566	146	8	c.	c.	PROPN
spir-8566	146	9	schwarzenegger	schwarzenegger	PROPN
spir-8566	146	10	.	.	PUNCT
spir-8566	147	1	“	"	PUNCT
spir-8566	147	2	a	a	DET
spir-8566	147	3	movement	movement	NOUN
spir-8566	147	4	of	of	ADP
spir-8566	147	5	connected	connected	ADJ
spir-8566	147	6	individuals	individual	NOUN
spir-8566	147	7	.	.	PUNCT
spir-8566	147	8	”	"	PUNCT
spir-8566	148	1	information	information	NOUN
spir-8566	148	2	,	,	PUNCT
spir-8566	148	3	communication	communication	NOUN
spir-8566	148	4	&	&	CCONJ
spir-8566	148	5	society	society	PROPN
spir-8566	148	6	15.2	15.2	NUM
spir-8566	148	7	(	(	PUNCT
spir-8566	148	8	2012	2012	NUM
spir-8566	148	9	):	):	PUNCT
spir-8566	148	10	171	171	NUM
spir-8566	148	11	-	-	SYM
spir-8566	148	12	95	95	NUM
spir-8566	148	13	.	.	PUNCT
spir-8566	149	1	print	print	NOUN
spir-8566	149	2	.	.	PUNCT
spir-8566	150	1	papacharissi	papacharissi	PROPN
spir-8566	150	2	,	,	PUNCT
spir-8566	150	3	z.	z.	PROPN
spir-8566	150	4	,	,	PUNCT
spir-8566	150	5	and	and	CCONJ
spir-8566	150	6	m.	m.	PROPN
spir-8566	150	7	de	de	PROPN
spir-8566	150	8	fatima	fatima	PROPN
spir-8566	150	9	oliveira	oliveira	PROPN
spir-8566	150	10	.	.	PUNCT
spir-8566	151	1	“	"	PUNCT
spir-8566	151	2	the	the	DET
spir-8566	151	3	rhythms	rhythm	NOUN
spir-8566	151	4	of	of	ADP
spir-8566	151	5	news	news	NOUN
spir-8566	151	6	storytelling	storytelle	VERB
spir-8566	151	7	on	on	ADP
spir-8566	151	8	twitter	twitter	NOUN
spir-8566	151	9	:	:	PUNCT
spir-8566	151	10	coverage	coverage	NOUN
spir-8566	151	11	of	of	ADP
spir-8566	151	12	the	the	DET
spir-8566	151	13	january	january	PROPN
spir-8566	151	14	25th	25th	PROPN
spir-8566	151	15	egyptian	egyptian	PROPN
spir-8566	151	16	uprising	uprising	NOUN
spir-8566	151	17	on	on	ADP
spir-8566	151	18	twitter	twitter	NOUN
spir-8566	151	19	.	.	PUNCT
spir-8566	151	20	”	"	PUNCT
spir-8566	152	1	paper	paper	NOUN
spir-8566	152	2	presented	present	VERB
spir-8566	152	3	at	at	ADP
spir-8566	152	4	the	the	DET
spir-8566	152	5	world	world	NOUN
spir-8566	152	6	association	association	NOUN
spir-8566	152	7	for	for	ADP
spir-8566	152	8	public	public	ADJ
spir-8566	152	9	opinion	opinion	NOUN
spir-8566	152	10	research	research	NOUN
spir-8566	152	11	.	.	PUNCT
spir-8566	153	1	2011	2011	NUM
spir-8566	153	2	.	.	PUNCT
spir-8566	154	1	web	web	NOUN
spir-8566	154	2	.	.	PROPN
spir-8566	154	3	penney	penney	PROPN
spir-8566	154	4	,	,	PUNCT
spir-8566	154	5	j.	j.	PROPN
spir-8566	154	6	,	,	PUNCT
spir-8566	154	7	and	and	CCONJ
spir-8566	154	8	c.	c.	PROPN
spir-8566	154	9	dadas	dadas	PROPN
spir-8566	154	10	.	.	PUNCT
spir-8566	155	1	“	"	PUNCT
spir-8566	155	2	(	(	PUNCT
spir-8566	155	3	re)tweeting	re)tweete	VERB
spir-8566	155	4	in	in	ADP
spir-8566	155	5	the	the	DET
spir-8566	155	6	service	service	NOUN
spir-8566	155	7	of	of	ADP
spir-8566	155	8	protest	protest	NOUN
spir-8566	155	9	:	:	PUNCT
spir-8566	155	10	digital	digital	ADJ
spir-8566	155	11	composition	composition	NOUN
spir-8566	155	12	and	and	CCONJ
spir-8566	155	13	circulation	circulation	NOUN
spir-8566	155	14	in	in	ADP
spir-8566	155	15	the	the	DET
spir-8566	155	16	occupy	occupy	NOUN
spir-8566	155	17	wall	wall	PROPN
spir-8566	155	18	street	street	PROPN
spir-8566	155	19	movement	movement	PROPN
spir-8566	155	20	.	.	PUNCT
spir-8566	156	1	new	new	ADJ
spir-8566	156	2	media	medium	NOUN
spir-8566	156	3	&	&	CCONJ
spir-8566	156	4	society	society	NOUN
spir-8566	156	5	16.1	16.1	NUM
spir-8566	156	6	(	(	PUNCT
spir-8566	156	7	2014	2014	NUM
spir-8566	156	8	):	):	PUNCT
spir-8566	156	9	74	74	NUM
spir-8566	156	10	-	-	SYM
spir-8566	156	11	90	90	NUM
spir-8566	156	12	.	.	PUNCT
spir-8566	156	13	print	print	NOUN
spir-8566	156	14	.	.	PUNCT
spir-8566	157	1	phillip	phillip	PROPN
spir-8566	157	2	,	,	PUNCT
spir-8566	157	3	a.	a.	NOUN
spir-8566	157	4	“	"	PUNCT
spir-8566	157	5	well	well	INTJ
spir-8566	157	6	,	,	PUNCT
spir-8566	157	7	the	the	DET
spir-8566	157	8	#	#	SYM
spir-8566	157	9	mynypd	mynypd	ADJ
spir-8566	157	10	hashtag	hashtag	NOUN
spir-8566	157	11	sure	sure	ADV
spir-8566	157	12	backfired	backfire	VERB
spir-8566	157	13	quickly	quickly	ADV
spir-8566	157	14	.	.	PUNCT
spir-8566	157	15	”	"	PUNCT
spir-8566	158	1	the	the	DET
spir-8566	158	2	washington	washington	PROPN
spir-8566	158	3	post	post	NOUN
spir-8566	158	4	.	.	PROPN
spir-8566	158	5	22	22	NUM
spir-8566	158	6	april	april	PROPN
spir-8566	158	7	2014	2014	NUM
spir-8566	158	8	.	.	PUNCT
spir-8566	159	1	web	web	NOUN
spir-8566	159	2	.	.	PUNCT
spir-8566	159	3	n.	n.	PROPN
spir-8566	159	4	pag	pag	PROPN
spir-8566	159	5	.	.	PROPN
spir-8566	159	6	poell	poell	PROPN
spir-8566	159	7	,	,	PUNCT
spir-8566	159	8	t.	t.	NOUN
spir-8566	159	9	,	,	PUNCT
spir-8566	159	10	and	and	CCONJ
spir-8566	159	11	k.	k.	PROPN
spir-8566	159	12	darmoni	darmoni	PROPN
spir-8566	159	13	.	.	PUNCT
spir-8566	160	1	“	"	PUNCT
spir-8566	160	2	twitter	twitter	NOUN
spir-8566	160	3	as	as	ADP
spir-8566	160	4	a	a	DET
spir-8566	160	5	multilingual	multilingual	ADJ
spir-8566	160	6	space	space	NOUN
spir-8566	160	7	:	:	PUNCT
spir-8566	160	8	the	the	DET
spir-8566	160	9	articulation	articulation	NOUN
spir-8566	160	10	of	of	ADP
spir-8566	160	11	the	the	DET
spir-8566	160	12	tunisian	tunisian	ADJ
spir-8566	160	13	revolution	revolution	NOUN
spir-8566	160	14	through	through	ADP
spir-8566	160	15	#	#	NOUN
spir-8566	160	16	sidibouzid	sidibouzid	NOUN
spir-8566	160	17	.	.	PUNCT
spir-8566	160	18	”	"	PUNCT
spir-8566	161	1	necsus	necsus	ADV
spir-8566	161	2	–	–	PUNCT
spir-8566	161	3	european	european	ADJ
spir-8566	161	4	journal	journal	PROPN
spir-8566	161	5	of	of	ADP
spir-8566	161	6	media	medium	NOUN
spir-8566	161	7	studies	study	NOUN
spir-8566	161	8	1	1	NUM
spir-8566	161	9	(	(	PUNCT
spir-8566	161	10	2012	2012	NUM
spir-8566	161	11	):	):	PUNCT
spir-8566	161	12	n.	n.	PROPN
spir-8566	161	13	pag	pag	PROPN
spir-8566	161	14	.	.	PROPN
spir-8566	161	15	web	web	PROPN
spir-8566	161	16	.	.	PROPN
spir-8566	161	17	raley	raley	NOUN
spir-8566	161	18	,	,	PUNCT
spir-8566	161	19	r.	r.	PROPN
spir-8566	161	20	tactical	tactical	ADJ
spir-8566	161	21	media	medium	NOUN
spir-8566	161	22	.	.	PUNCT
spir-8566	162	1	minneapolis	minneapolis	PROPN
spir-8566	162	2	:	:	PUNCT
spir-8566	162	3	university	university	PROPN
spir-8566	162	4	of	of	ADP
spir-8566	162	5	minnesota	minnesota	PROPN
spir-8566	162	6	press	press	PROPN
spir-8566	162	7	,	,	PUNCT
spir-8566	162	8	2009	2009	NUM
spir-8566	162	9	.	.	PUNCT
spir-8566	163	1	print	print	NOUN
spir-8566	163	2	.	.	PUNCT
spir-8566	164	1	segerberg	segerberg	PROPN
spir-8566	164	2	,	,	PUNCT
spir-8566	164	3	a.	a.	PROPN
spir-8566	164	4	,	,	PUNCT
spir-8566	164	5	and	and	CCONJ
spir-8566	164	6	w.	w.	PROPN
spir-8566	164	7	bennett	bennett	PROPN
spir-8566	164	8	.	.	PUNCT
spir-8566	165	1	“	"	PUNCT
spir-8566	165	2	social	social	ADJ
spir-8566	165	3	media	medium	NOUN
spir-8566	165	4	and	and	CCONJ
spir-8566	165	5	the	the	DET
spir-8566	165	6	organization	organization	NOUN
spir-8566	165	7	of	of	ADP
spir-8566	165	8	collective	collective	ADJ
spir-8566	165	9	action	action	NOUN
spir-8566	165	10	:	:	PUNCT
spir-8566	165	11	using	use	VERB
spir-8566	165	12	twitter	twitter	NOUN
spir-8566	165	13	to	to	PART
spir-8566	165	14	explore	explore	VERB
spir-8566	165	15	the	the	DET
spir-8566	165	16	ecologies	ecology	NOUN
spir-8566	165	17	of	of	ADP
spir-8566	165	18	two	two	NUM
spir-8566	165	19	climate	climate	NOUN
spir-8566	165	20	change	change	NOUN
spir-8566	165	21	protests	protest	NOUN
spir-8566	165	22	.	.	PUNCT
spir-8566	165	23	”	"	PUNCT
spir-8566	166	1	the	the	DET
spir-8566	166	2	communication	communication	NOUN
spir-8566	166	3	review	review	NOUN
spir-8566	166	4	14.3	14.3	NUM
spir-8566	166	5	(	(	PUNCT
spir-8566	166	6	2011	2011	NUM
spir-8566	166	7	):	):	PUNCT
spir-8566	166	8	197	197	NUM
spir-8566	166	9	-	-	SYM
spir-8566	166	10	215	215	NUM
spir-8566	166	11	.	.	PUNCT
spir-8566	167	1	print	print	NOUN
spir-8566	167	2	.	.	PUNCT
spir-8566	168	1	stieglitz	stieglitz	PROPN
spir-8566	168	2	,	,	PUNCT
spir-8566	168	3	s.	s.	PROPN
spir-8566	168	4	and	and	CCONJ
spir-8566	168	5	l.	l.	PROPN
spir-8566	168	6	dang	dang	PROPN
spir-8566	168	7	-	-	PROPN
spir-8566	168	8	xuan	xuan	PROPN
spir-8566	168	9	.	.	PUNCT
spir-8566	169	1	“	"	PUNCT
spir-8566	169	2	impact	impact	NOUN
spir-8566	169	3	and	and	CCONJ
spir-8566	169	4	diffusion	diffusion	NOUN
spir-8566	169	5	of	of	ADP
spir-8566	169	6	sentiment	sentiment	NOUN
spir-8566	169	7	in	in	ADP
spir-8566	169	8	political	political	ADJ
spir-8566	169	9	communication	communication	NOUN
spir-8566	169	10	:	:	PUNCT
spir-8566	169	11	an	an	DET
spir-8566	169	12	empirical	empirical	ADJ
spir-8566	169	13	analysis	analysis	NOUN
spir-8566	169	14	of	of	ADP
spir-8566	169	15	public	public	ADJ
spir-8566	169	16	political	political	ADJ
spir-8566	169	17	facebook	facebook	NOUN
spir-8566	169	18	pages	page	NOUN
spir-8566	169	19	.	.	PUNCT
spir-8566	170	1	proceedings	proceeding	NOUN
spir-8566	170	2	of	of	ADP
spir-8566	170	3	the	the	DET
spir-8566	170	4	20th	20th	ADJ
spir-8566	170	5	european	european	ADJ
spir-8566	170	6	conference	conference	NOUN
spir-8566	170	7	on	on	ADP
spir-8566	170	8	information	information	NOUN
spir-8566	170	9	systems	system	NOUN
spir-8566	170	10	(	(	PUNCT
spir-8566	170	11	ecis	ecis	ADJ
spir-8566	170	12	)	)	PUNCT
spir-8566	170	13	,	,	PUNCT
spir-8566	170	14	barcelona	barcelona	PROPN
spir-8566	170	15	,	,	PUNCT
spir-8566	170	16	spain	spain	PROPN
spir-8566	170	17	,	,	PUNCT
spir-8566	170	18	2012	2012	NUM
spir-8566	170	19	.	.	PUNCT
spir-8566	171	1	web	web	PROPN
spir-8566	171	2	.	.	PROPN
spir-8566	171	3	tedjamulia	tedjamulia	PROPN
spir-8566	171	4	,	,	PUNCT
spir-8566	171	5	s.	s.	PROPN
spir-8566	171	6	,	,	PUNCT
spir-8566	171	7	et	et	PROPN
spir-8566	171	8	al	al	PROPN
spir-8566	171	9	.	.	PUNCT
spir-8566	172	1	“	"	PUNCT
spir-8566	172	2	motivating	motivate	VERB
spir-8566	172	3	content	content	NOUN
spir-8566	172	4	contributions	contribution	NOUN
spir-8566	172	5	to	to	ADP
spir-8566	172	6	online	online	ADJ
spir-8566	172	7	communities	community	NOUN
spir-8566	172	8	:	:	PUNCT
spir-8566	172	9	toward	toward	ADP
spir-8566	172	10	a	a	DET
spir-8566	172	11	more	more	ADV
spir-8566	172	12	comprehensive	comprehensive	ADJ
spir-8566	172	13	theory	theory	NOUN
spir-8566	172	14	.	.	PUNCT
spir-8566	172	15	”	"	PUNCT
spir-8566	172	16	proceedings	proceeding	NOUN
spir-8566	172	17	of	of	ADP
spir-8566	172	18	the	the	DET
spir-8566	172	19	38th	38th	ADJ
spir-8566	172	20	annual	annual	ADJ
spir-8566	172	21	hawaii	hawaii	PROPN
spir-8566	172	22	international	international	ADJ
spir-8566	172	23	conference	conference	NOUN
spir-8566	172	24	on	on	ADP
spir-8566	172	25	system	system	NOUN
spir-8566	172	26	science	science	NOUN
spir-8566	172	27	,	,	PUNCT
spir-8566	172	28	2005	2005	NUM
spir-8566	172	29	.	.	PUNCT
spir-8566	173	1	web	web	PROPN
spir-8566	173	2	.	.	PROPN
spir-8566	173	3	tremayne	tremayne	PROPN
spir-8566	173	4	,	,	PUNCT
spir-8566	173	5	m.	m.	NOUN
spir-8566	173	6	“	"	PUNCT
spir-8566	173	7	anatomy	anatomy	NOUN
spir-8566	173	8	of	of	ADP
spir-8566	173	9	protest	protest	NOUN
spir-8566	173	10	in	in	ADP
spir-8566	173	11	the	the	DET
spir-8566	173	12	digital	digital	ADJ
spir-8566	173	13	era	era	NOUN
spir-8566	173	14	:	:	PUNCT
spir-8566	173	15	a	a	DET
spir-8566	173	16	network	network	NOUN
spir-8566	173	17	analysis	analysis	NOUN
spir-8566	173	18	of	of	ADP
spir-8566	173	19	twitter	twitter	NOUN
spir-8566	173	20	and	and	CCONJ
spir-8566	173	21	occupy	occupy	VERB
spir-8566	173	22	wall	wall	PROPN
spir-8566	173	23	street	street	PROPN
spir-8566	173	24	.	.	PUNCT
spir-8566	173	25	”	"	PUNCT
spir-8566	174	1	social	social	ADJ
spir-8566	174	2	movement	movement	NOUN
spir-8566	174	3	studies	study	NOUN
spir-8566	174	4	:	:	PUNCT
spir-8566	174	5	journal	journal	NOUN
spir-8566	174	6	of	of	ADP
spir-8566	174	7	social	social	ADJ
spir-8566	174	8	,	,	PUNCT
spir-8566	174	9	cultural	cultural	ADJ
spir-8566	174	10	and	and	CCONJ
spir-8566	174	11	political	political	ADJ
spir-8566	174	12	protest	protest	NOUN
spir-8566	174	13	13.1	13.1	NUM
spir-8566	174	14	(	(	PUNCT
spir-8566	174	15	2014	2014	NUM
spir-8566	174	16	):	):	PUNCT
spir-8566	174	17	110	110	NUM
spir-8566	174	18	-	-	SYM
spir-8566	174	19	26	26	NUM
spir-8566	174	20	.	.	PUNCT
spir-8566	175	1	print	print	NOUN
spir-8566	175	2	.	.	PUNCT
spir-8566	176	1	zappavigna	zappavigna	NOUN
spir-8566	176	2	,	,	PUNCT
spir-8566	176	3	m.	m.	NOUN
spir-8566	176	4	“	"	PUNCT
spir-8566	176	5	ambient	ambient	ADJ
spir-8566	176	6	affiliation	affiliation	NOUN
spir-8566	176	7	:	:	PUNCT
spir-8566	176	8	a	a	DET
spir-8566	176	9	linguistic	linguistic	ADJ
spir-8566	176	10	perspective	perspective	NOUN
spir-8566	176	11	on	on	ADP
spir-8566	176	12	twitter	twitter	NOUN
spir-8566	176	13	.	.	PUNCT
spir-8566	176	14	”	"	PUNCT
spir-8566	177	1	new	new	ADJ
spir-8566	177	2	media	medium	NOUN
spir-8566	177	3	&	&	CCONJ
spir-8566	177	4	society	society	NOUN
spir-8566	177	5	13.5	13.5	NUM
spir-8566	177	6	(	(	PUNCT
spir-8566	177	7	2011	2011	NUM
spir-8566	177	8	):	):	PUNCT
spir-8566	177	9	788	788	NUM
spir-8566	177	10	-	-	SYM
spir-8566	177	11	806	806	NUM
spir-8566	177	12	.	.	PUNCT
spir-8566	177	13	print	print	NOUN
spir-8566	177	14	.	.	PUNCT