id	sid	tid	token	lemma	pos
spir-9074	1	1	selected	select	VERB
spir-9074	1	2	papers	paper	NOUN
spir-9074	1	3	of	of	ADP
spir-9074	1	4	internet	internet	NOUN
spir-9074	1	5	research	research	NOUN
spir-9074	1	6	16	16	NUM
spir-9074	1	7	:	:	PUNCT
spir-9074	1	8	the	the	DET
spir-9074	1	9	16th	16th	ADJ
spir-9074	1	10	annual	annual	ADJ
spir-9074	1	11	meeting	meeting	NOUN
spir-9074	1	12	of	of	ADP
spir-9074	1	13	the	the	DET
spir-9074	1	14	association	association	NOUN
spir-9074	1	15	of	of	ADP
spir-9074	1	16	internet	internet	NOUN
spir-9074	1	17	researchers	researcher	NOUN
spir-9074	1	18	phoenix	phoenix	PROPN
spir-9074	1	19	,	,	PUNCT
spir-9074	1	20	az	az	PROPN
spir-9074	1	21	,	,	PUNCT
spir-9074	1	22	usa	usa	PROPN
spir-9074	1	23	/	/	SYM
spir-9074	1	24	21	21	NUM
spir-9074	1	25	-	-	SYM
spir-9074	1	26	24	24	NUM
spir-9074	1	27	october	october	PROPN
spir-9074	1	28	2015	2015	NUM
spir-9074	1	29	suggested	suggest	VERB
spir-9074	1	30	citation	citation	NOUN
spir-9074	1	31	(	(	PUNCT
spir-9074	1	32	apa	apa	PROPN
spir-9074	1	33	):	):	PUNCT
spir-9074	1	34	giglietto	giglietto	PROPN
spir-9074	1	35	,	,	PUNCT
spir-9074	1	36	f.	f.	PROPN
spir-9074	1	37	,	,	PUNCT
spir-9074	1	38	&	&	CCONJ
spir-9074	1	39	lee	lee	PROPN
spir-9074	1	40	,	,	PUNCT
spir-9074	1	41	y.	y.	PROPN
spir-9074	1	42	(	(	PUNCT
spir-9074	1	43	2015	2015	NUM
spir-9074	1	44	,	,	PUNCT
spir-9074	1	45	october	october	PROPN
spir-9074	1	46	21	21	NUM
spir-9074	1	47	-	-	SYM
spir-9074	1	48	24	24	NUM
spir-9074	1	49	)	)	PUNCT
spir-9074	1	50	.	.	PUNCT
spir-9074	2	1	to	to	PART
spir-9074	2	2	be	be	AUX
spir-9074	2	3	or	or	CCONJ
spir-9074	2	4	not	not	PART
spir-9074	2	5	to	to	PART
spir-9074	2	6	be	be	AUX
spir-9074	2	7	charlie	charlie	NOUN
spir-9074	2	8	:	:	PUNCT
spir-9074	2	9	twitter	twitter	NOUN
spir-9074	2	10	hashtags	hashtag	NOUN
spir-9074	2	11	as	as	ADP
spir-9074	2	12	a	a	DET
spir-9074	2	13	discourse	discourse	NOUN
spir-9074	2	14	and	and	CCONJ
spir-9074	2	15	counter	counter	NOUN
spir-9074	2	16	-	-	NOUN
spir-9074	2	17	discourse	discourse	NOUN
spir-9074	2	18	in	in	ADP
spir-9074	2	19	the	the	DET
spir-9074	2	20	aftermath	aftermath	NOUN
spir-9074	2	21	of	of	ADP
spir-9074	2	22	the	the	DET
spir-9074	2	23	2015	2015	NUM
spir-9074	2	24	charlie	charlie	PROPN
spir-9074	2	25	hebdo	hebdo	NOUN
spir-9074	2	26	shooting	shooting	NOUN
spir-9074	2	27	in	in	ADP
spir-9074	2	28	france	france	PROPN
spir-9074	2	29	.	.	PUNCT
spir-9074	3	1	paper	paper	PROPN
spir-9074	3	2	presented	present	VERB
spir-9074	3	3	at	at	ADP
spir-9074	3	4	internet	internet	NOUN
spir-9074	3	5	research	research	NOUN
spir-9074	3	6	16	16	NUM
spir-9074	3	7	:	:	PUNCT
spir-9074	3	8	the	the	DET
spir-9074	3	9	16th	16th	ADJ
spir-9074	3	10	annual	annual	ADJ
spir-9074	3	11	meeting	meeting	NOUN
spir-9074	3	12	of	of	ADP
spir-9074	3	13	the	the	DET
spir-9074	3	14	association	association	NOUN
spir-9074	3	15	of	of	ADP
spir-9074	3	16	internet	internet	NOUN
spir-9074	3	17	researchers	researcher	NOUN
spir-9074	3	18	.	.	PUNCT
spir-9074	4	1	phoenix	phoenix	PROPN
spir-9074	4	2	,	,	PUNCT
spir-9074	4	3	az	az	PROPN
spir-9074	4	4	,	,	PUNCT
spir-9074	4	5	usa	usa	PROPN
spir-9074	4	6	:	:	PUNCT
spir-9074	4	7	aoir	aoir	NOUN
spir-9074	4	8	.	.	PUNCT
spir-9074	4	9	retrieved	retrieve	VERB
spir-9074	4	10	from	from	ADP
spir-9074	4	11	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-9074	4	12	.	.	PUNCT
spir-9074	5	1	to	to	PART
spir-9074	5	2	be	be	AUX
spir-9074	5	3	or	or	CCONJ
spir-9074	5	4	not	not	PART
spir-9074	5	5	to	to	PART
spir-9074	5	6	be	be	AUX
spir-9074	5	7	charlie	charlie	NOUN
spir-9074	5	8	:	:	PUNCT
spir-9074	5	9	twitter	twitter	NOUN
spir-9074	5	10	hashtags	hashtag	NOUN
spir-9074	5	11	as	as	ADP
spir-9074	5	12	a	a	DET
spir-9074	5	13	discourse	discourse	NOUN
spir-9074	5	14	and	and	CCONJ
spir-9074	5	15	counter	counter	NOUN
spir-9074	5	16	-	-	NOUN
spir-9074	5	17	discourse	discourse	NOUN
spir-9074	5	18	in	in	ADP
spir-9074	5	19	the	the	DET
spir-9074	5	20	aftermath	aftermath	NOUN
spir-9074	5	21	of	of	ADP
spir-9074	5	22	the	the	DET
spir-9074	5	23	2015	2015	NUM
spir-9074	5	24	charlie	charlie	PROPN
spir-9074	5	25	hebdo	hebdo	NOUN
spir-9074	5	26	shooting	shooting	NOUN
spir-9074	5	27	in	in	ADP
spir-9074	5	28	france	france	PROPN
spir-9074	5	29	fabio	fabio	PROPN
spir-9074	5	30	giglietto	giglietto	PROPN
spir-9074	5	31	università	università	PROPN
spir-9074	5	32	di	di	PROPN
spir-9074	5	33	urbino	urbino	PROPN
spir-9074	5	34	carlo	carlo	PROPN
spir-9074	5	35	bo	bo	PROPN
spir-9074	5	36	yenn	yenn	PROPN
spir-9074	5	37	lee	lee	PROPN
spir-9074	5	38	soas	soas	PROPN
spir-9074	5	39	university	university	PROPN
spir-9074	5	40	of	of	ADP
spir-9074	5	41	london	london	PROPN
spir-9074	5	42	introduction	introduction	NOUN
spir-9074	5	43	following	follow	VERB
spir-9074	5	44	a	a	DET
spir-9074	5	45	shooting	shooting	NOUN
spir-9074	5	46	attack	attack	NOUN
spir-9074	5	47	by	by	ADP
spir-9074	5	48	two	two	NUM
spir-9074	5	49	self	self	NOUN
spir-9074	5	50	-	-	PUNCT
spir-9074	5	51	proclaimed	proclaim	VERB
spir-9074	5	52	islamist	islamist	ADJ
spir-9074	5	53	gunmen	gunman	NOUN
spir-9074	5	54	at	at	ADP
spir-9074	5	55	the	the	DET
spir-9074	5	56	offices	office	NOUN
spir-9074	5	57	of	of	ADP
spir-9074	5	58	french	french	ADJ
spir-9074	5	59	satirical	satirical	ADJ
spir-9074	5	60	weekly	weekly	ADJ
spir-9074	5	61	charlie	charlie	NOUN
spir-9074	5	62	hebdo	hebdo	NOUN
spir-9074	5	63	on	on	ADP
spir-9074	5	64	7th	7th	ADJ
spir-9074	5	65	january	january	PROPN
spir-9074	5	66	2015	2015	NUM
spir-9074	5	67	,	,	PUNCT
spir-9074	5	68	there	there	PRON
spir-9074	5	69	emerged	emerge	VERB
spir-9074	5	70	the	the	DET
spir-9074	5	71	hashtag	hashtag	NOUN
spir-9074	5	72	#	#	NOUN
spir-9074	5	73	jesuischarlie	jesuischarlie	NOUN
spir-9074	5	74	[	[	X
spir-9074	5	75	i	i	PRON
spir-9074	5	76	am	be	AUX
spir-9074	5	77	charlie	charlie	NOUN
spir-9074	5	78	]	]	PUNCT
spir-9074	5	79	on	on	ADP
spir-9074	5	80	twitter	twitter	NOUN
spir-9074	5	81	as	as	ADP
spir-9074	5	82	an	an	DET
spir-9074	5	83	expression	expression	NOUN
spir-9074	5	84	of	of	ADP
spir-9074	5	85	condolences	condolence	NOUN
spir-9074	5	86	for	for	ADP
spir-9074	5	87	the	the	DET
spir-9074	5	88	victims	victim	NOUN
spir-9074	5	89	,	,	PUNCT
spir-9074	5	90	solidarity	solidarity	NOUN
spir-9074	5	91	,	,	PUNCT
spir-9074	5	92	and	and	CCONJ
spir-9074	5	93	support	support	NOUN
spir-9074	5	94	for	for	ADP
spir-9074	5	95	the	the	DET
spir-9074	5	96	magazine	magazine	NOUN
spir-9074	5	97	’s	’s	PART
spir-9074	5	98	right	right	NOUN
spir-9074	5	99	to	to	ADP
spir-9074	5	100	free	free	ADJ
spir-9074	5	101	speech	speech	NOUN
spir-9074	5	102	.	.	PUNCT
spir-9074	6	1	by	by	ADP
spir-9074	6	2	9th	9th	ADJ
spir-9074	6	3	january	january	PROPN
spir-9074	6	4	,	,	PUNCT
spir-9074	6	5	the	the	DET
spir-9074	6	6	hashtag	hashtag	NOUN
spir-9074	6	7	was	be	AUX
spir-9074	6	8	used	use	VERB
spir-9074	6	9	over	over	ADP
spir-9074	6	10	five	five	NUM
spir-9074	6	11	million	million	NUM
spir-9074	6	12	times	time	NOUN
spir-9074	6	13	,	,	PUNCT
spir-9074	6	14	making	make	VERB
spir-9074	6	15	it	it	PRON
spir-9074	6	16	one	one	NUM
spir-9074	6	17	of	of	ADP
spir-9074	6	18	the	the	DET
spir-9074	6	19	most	most	ADV
spir-9074	6	20	popular	popular	ADJ
spir-9074	6	21	topics	topic	NOUN
spir-9074	6	22	in	in	ADP
spir-9074	6	23	the	the	DET
spir-9074	6	24	platform	platform	NOUN
spir-9074	6	25	’s	’s	PART
spir-9074	6	26	history	history	NOUN
spir-9074	6	27	.	.	PUNCT
spir-9074	7	1	however	however	ADV
spir-9074	7	2	,	,	PUNCT
spir-9074	7	3	there	there	ADV
spir-9074	7	4	too	too	ADV
spir-9074	7	5	emerged	emerge	VERB
spir-9074	7	6	#	#	SYM
spir-9074	7	7	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	7	8	[	[	X
spir-9074	7	9	i	i	PRON
spir-9074	7	10	am	be	AUX
spir-9074	7	11	not	not	PART
spir-9074	7	12	charlie	charlie	NOUN
spir-9074	7	13	]	]	PUNCT
spir-9074	7	14	,	,	PUNCT
spir-9074	7	15	almost	almost	ADV
spir-9074	7	16	simultaneously	simultaneously	ADV
spir-9074	7	17	and	and	CCONJ
spir-9074	7	18	explicitly	explicitly	ADV
spir-9074	7	19	countering	counter	VERB
spir-9074	7	20	the	the	DET
spir-9074	7	21	former	former	ADJ
spir-9074	7	22	,	,	PUNCT
spir-9074	7	23	affirmative	affirmative	ADJ
spir-9074	7	24	hashtag	hashtag	NOUN
spir-9074	7	25	.	.	PUNCT
spir-9074	8	1	since	since	SCONJ
spir-9074	8	2	the	the	DET
spir-9074	8	3	former	former	ADJ
spir-9074	8	4	hashtag	hashtag	NOUN
spir-9074	8	5	entailed	entail	VERB
spir-9074	8	6	a	a	DET
spir-9074	8	7	tragedy	tragedy	NOUN
spir-9074	8	8	of	of	ADP
spir-9074	8	9	twelve	twelve	NUM
spir-9074	8	10	deaths	death	NOUN
spir-9074	8	11	and	and	CCONJ
spir-9074	8	12	support	support	NOUN
spir-9074	8	13	for	for	ADP
spir-9074	8	14	the	the	DET
spir-9074	8	15	universal	universal	ADJ
spir-9074	8	16	values	value	NOUN
spir-9074	8	17	of	of	ADP
spir-9074	8	18	freedom	freedom	NOUN
spir-9074	8	19	of	of	ADP
spir-9074	8	20	expression	expression	NOUN
spir-9074	8	21	,	,	PUNCT
spir-9074	8	22	#	#	DET
spir-9074	8	23	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	8	24	carried	carry	VERB
spir-9074	8	25	the	the	DET
spir-9074	8	26	inherent	inherent	ADJ
spir-9074	8	27	risk	risk	NOUN
spir-9074	8	28	of	of	ADP
spir-9074	8	29	being	be	AUX
spir-9074	8	30	viewed	view	VERB
spir-9074	8	31	as	as	ADP
spir-9074	8	32	opposing	oppose	VERB
spir-9074	8	33	accepted	accept	VERB
spir-9074	8	34	social	social	ADJ
spir-9074	8	35	norms	norm	NOUN
spir-9074	8	36	.	.	PUNCT
spir-9074	9	1	despite	despite	SCONJ
spir-9074	9	2	the	the	DET
spir-9074	9	3	risk	risk	NOUN
spir-9074	9	4	,	,	PUNCT
spir-9074	9	5	the	the	DET
spir-9074	9	6	negative	negative	ADJ
spir-9074	9	7	hashtag	hashtag	NOUN
spir-9074	9	8	was	be	AUX
spir-9074	9	9	used	use	VERB
spir-9074	9	10	more	more	ADJ
spir-9074	9	11	than	than	ADP
spir-9074	9	12	74,000	74,000	NUM
spir-9074	9	13	times	time	NOUN
spir-9074	9	14	over	over	ADP
spir-9074	9	15	the	the	DET
spir-9074	9	16	next	next	ADJ
spir-9074	9	17	few	few	ADJ
spir-9074	9	18	days	day	NOUN
spir-9074	9	19	since	since	SCONJ
spir-9074	9	20	7th	7th	ADJ
spir-9074	9	21	january	january	PROPN
spir-9074	9	22	.	.	PUNCT
spir-9074	10	1	against	against	ADP
spir-9074	10	2	this	this	DET
spir-9074	10	3	backdrop	backdrop	NOUN
spir-9074	10	4	,	,	PUNCT
spir-9074	10	5	we	we	PRON
spir-9074	10	6	set	set	VERB
spir-9074	10	7	out	out	ADP
spir-9074	10	8	to	to	PART
spir-9074	10	9	achieve	achieve	VERB
spir-9074	10	10	an	an	DET
spir-9074	10	11	in	in	ADP
spir-9074	10	12	-	-	PUNCT
spir-9074	10	13	depth	depth	NOUN
spir-9074	10	14	understanding	understanding	NOUN
spir-9074	10	15	of	of	ADP
spir-9074	10	16	what	what	PRON
spir-9074	10	17	was	be	AUX
spir-9074	10	18	going	go	VERB
spir-9074	10	19	on	on	ADP
spir-9074	10	20	under	under	ADP
spir-9074	10	21	that	that	DET
spir-9074	10	22	hashtag	hashtag	NOUN
spir-9074	10	23	,	,	PUNCT
spir-9074	10	24	with	with	ADP
spir-9074	10	25	a	a	DET
spir-9074	10	26	focus	focus	NOUN
spir-9074	10	27	on	on	ADP
spir-9074	10	28	three	three	NUM
spir-9074	10	29	interlinked	interlinked	ADJ
spir-9074	10	30	questions	question	NOUN
spir-9074	10	31	as	as	ADP
spir-9074	10	32	below	below	ADV
spir-9074	10	33	.	.	PUNCT
spir-9074	11	1	1	1	X
spir-9074	11	2	.	.	X
spir-9074	11	3	what	what	PRON
spir-9074	11	4	are	be	AUX
spir-9074	11	5	the	the	DET
spir-9074	11	6	characteristics	characteristic	NOUN
spir-9074	11	7	of	of	ADP
spir-9074	11	8	the	the	DET
spir-9074	11	9	network	network	NOUN
spir-9074	11	10	formed	form	VERB
spir-9074	11	11	around	around	ADP
spir-9074	11	12	the	the	DET
spir-9074	11	13	#	#	NOUN
spir-9074	11	14	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	11	15	hashtag	hashtag	NOUN
spir-9074	11	16	on	on	ADP
spir-9074	11	17	twitter	twitter	NOUN
spir-9074	11	18	?	?	PUNCT
spir-9074	12	1	2	2	X
spir-9074	12	2	.	.	X
spir-9074	12	3	how	how	SCONJ
spir-9074	12	4	did	do	AUX
spir-9074	12	5	users	user	NOUN
spir-9074	12	6	of	of	ADP
spir-9074	12	7	#	#	SYM
spir-9074	12	8	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	12	9	position	position	NOUN
spir-9074	12	10	themselves	themselves	PRON
spir-9074	12	11	discursively	discursively	ADV
spir-9074	12	12	with	with	ADP
spir-9074	12	13	regard	regard	NOUN
spir-9074	12	14	to	to	ADP
spir-9074	12	15	the	the	DET
spir-9074	12	16	#	#	NOUN
spir-9074	12	17	jesuischarlie	jesuischarlie	NOUN
spir-9074	12	18	hashtag	hashtag	NOUN
spir-9074	12	19	?	?	PUNCT
spir-9074	13	1	3	3	X
spir-9074	13	2	.	.	X
spir-9074	13	3	how	how	SCONJ
spir-9074	13	4	did	do	AUX
spir-9074	13	5	the	the	DET
spir-9074	13	6	activities	activity	NOUN
spir-9074	13	7	under	under	ADP
spir-9074	13	8	#	#	SYM
spir-9074	13	9	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	13	10	evolve	evolve	NOUN
spir-9074	13	11	as	as	SCONJ
spir-9074	13	12	the	the	DET
spir-9074	13	13	broader	broad	ADJ
spir-9074	13	14	public	public	ADJ
spir-9074	13	15	discussion	discussion	NOUN
spir-9074	13	16	of	of	ADP
spir-9074	13	17	the	the	DET
spir-9074	13	18	shooting	shooting	NOUN
spir-9074	13	19	attack	attack	NOUN
spir-9074	13	20	developed	develop	VERB
spir-9074	13	21	?	?	PUNCT
spir-9074	14	1	literature	literature	NOUN
spir-9074	14	2	review	review	VERB
spir-9074	14	3	the	the	DET
spir-9074	14	4	present	present	ADJ
spir-9074	14	5	study	study	NOUN
spir-9074	14	6	draws	draw	VERB
spir-9074	14	7	upon	upon	SCONJ
spir-9074	14	8	a	a	DET
spir-9074	14	9	combination	combination	NOUN
spir-9074	14	10	of	of	ADP
spir-9074	14	11	three	three	NUM
spir-9074	14	12	strands	strand	NOUN
spir-9074	14	13	of	of	ADP
spir-9074	14	14	work	work	NOUN
spir-9074	14	15	in	in	ADP
spir-9074	14	16	the	the	DET
spir-9074	14	17	current	current	ADJ
spir-9074	14	18	scholarship	scholarship	NOUN
spir-9074	14	19	:	:	PUNCT
spir-9074	14	20	the	the	DET
spir-9074	14	21	network	network	NOUN
spir-9074	14	22	characteristics	characteristic	NOUN
spir-9074	14	23	of	of	ADP
spir-9074	14	24	twitter	twitter	NOUN
spir-9074	14	25	-	-	PUNCT
spir-9074	14	26	mediated	mediate	VERB
spir-9074	14	27	discussion	discussion	NOUN
spir-9074	14	28	;	;	PUNCT
spir-9074	14	29	the	the	DET
spir-9074	14	30	roles	role	NOUN
spir-9074	14	31	of	of	ADP
spir-9074	14	32	hashtags	hashtag	NOUN
spir-9074	14	33	in	in	ADP
spir-9074	14	34	such	such	ADJ
spir-9074	14	35	discussion	discussion	NOUN
spir-9074	14	36	;	;	PUNCT
spir-9074	14	37	and	and	CCONJ
spir-9074	14	38	the	the	DET
spir-9074	14	39	expressions	expression	NOUN
spir-9074	14	40	of	of	ADP
spir-9074	14	41	identity	identity	NOUN
spir-9074	14	42	in	in	ADP
spir-9074	14	43	social	social	ADJ
spir-9074	14	44	media	medium	NOUN
spir-9074	14	45	activism	activism	NOUN
spir-9074	14	46	.	.	PUNCT
spir-9074	15	1	methodology	methodology	NOUN
spir-9074	15	2	based	base	VERB
spir-9074	15	3	on	on	ADP
spir-9074	15	4	a	a	DET
spir-9074	15	5	complete	complete	ADJ
spir-9074	15	6	corpus	corpus	NOUN
spir-9074	15	7	of	of	ADP
spir-9074	15	8	74,074	74,074	NUM
spir-9074	15	9	tweets	tweet	NOUN
spir-9074	15	10	(	(	PUNCT
spir-9074	15	11	41,687	41,687	NUM
spir-9074	15	12	unique	unique	ADJ
spir-9074	15	13	contributors	contributor	NOUN
spir-9074	15	14	)	)	PUNCT
spir-9074	15	15	containing	contain	VERB
spir-9074	15	16	the	the	DET
spir-9074	15	17	hashtag	hashtag	NOUN
spir-9074	15	18	#	#	NOUN
spir-9074	15	19	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	15	20	and	and	CCONJ
spir-9074	15	21	posted	post	VERB
spir-9074	15	22	between	between	ADP
spir-9074	15	23	7th	7th	ADJ
spir-9074	15	24	and	and	CCONJ
spir-9074	15	25	11th	11th	NOUN
spir-9074	15	26	of	of	ADP
spir-9074	15	27	january	january	PROPN
spir-9074	15	28	2015	2015	NUM
spir-9074	15	29	,	,	PUNCT
spir-9074	15	30	we	we	PRON
spir-9074	15	31	identified	identify	VERB
spir-9074	15	32	peaks	peak	NOUN
spir-9074	15	33	in	in	ADP
spir-9074	15	34	the	the	DET
spir-9074	15	35	twitter	twitter	NOUN
spir-9074	15	36	activity	activity	NOUN
spir-9074	15	37	(	(	PUNCT
spir-9074	15	38	through	through	ADP
spir-9074	15	39	a	a	DET
spir-9074	15	40	‘	'	PUNCT
spir-9074	15	41	breakout	breakout	NOUN
spir-9074	15	42	detection	detection	NOUN
spir-9074	15	43	’	'	PUNCT
spir-9074	15	44	)	)	PUNCT
spir-9074	15	45	as	as	ADV
spir-9074	15	46	well	well	ADV
spir-9074	15	47	as	as	ADP
spir-9074	15	48	what	what	PRON
spir-9074	15	49	accounted	account	VERB
spir-9074	15	50	for	for	ADP
spir-9074	15	51	those	those	DET
spir-9074	15	52	peaks	peak	NOUN
spir-9074	15	53	(	(	PUNCT
spir-9074	15	54	through	through	ADP
spir-9074	15	55	a	a	DET
spir-9074	15	56	semantic	semantic	ADJ
spir-9074	15	57	cluster	cluster	NOUN
spir-9074	15	58	analysis	analysis	NOUN
spir-9074	15	59	)	)	PUNCT
spir-9074	15	60	.	.	PUNCT
spir-9074	16	1	we	we	PRON
spir-9074	16	2	first	first	ADV
spir-9074	16	3	employed	employ	VERB
spir-9074	16	4	the	the	DET
spir-9074	16	5	text	text	NOUN
spir-9074	16	6	mining	mining	NOUN
spir-9074	16	7	techniques	technique	NOUN
spir-9074	16	8	provided	provide	VERB
spir-9074	16	9	by	by	ADP
spir-9074	16	10	the	the	DET
spir-9074	16	11	textcat	textcat	NOUN
spir-9074	16	12	r	r	NOUN
spir-9074	16	13	package	package	NOUN
spir-9074	16	14	(	(	PUNCT
spir-9074	16	15	feinerer	feinerer	NOUN
spir-9074	16	16	et	et	PROPN
spir-9074	16	17	al	al	PROPN
spir-9074	16	18	.	.	PROPN
spir-9074	16	19	,	,	PUNCT
spir-9074	16	20	2013	2013	NUM
spir-9074	16	21	)	)	PUNCT
spir-9074	16	22	on	on	ADP
spir-9074	16	23	the	the	DET
spir-9074	16	24	corpus	corpus	NOUN
spir-9074	16	25	of	of	ADP
spir-9074	16	26	all	all	DET
spir-9074	16	27	tweets	tweet	NOUN
spir-9074	16	28	in	in	ADP
spir-9074	16	29	the	the	DET
spir-9074	16	30	dataset	dataset	NOUN
spir-9074	16	31	.	.	PUNCT
spir-9074	17	1	we	we	PRON
spir-9074	17	2	created	create	VERB
spir-9074	17	3	a	a	DET
spir-9074	17	4	by	by	ADP
spir-9074	17	5	-	-	PUNCT
spir-9074	17	6	minute	minute	NOUN
spir-9074	17	7	time	time	NOUN
spir-9074	17	8	series	series	NOUN
spir-9074	17	9	(	(	PUNCT
spir-9074	17	10	n=6,444	n=6,444	PROPN
spir-9074	17	11	,	,	PUNCT
spir-9074	17	12	avg	avg	PROPN
spir-9074	17	13	tpm=11.5	tpm=11.5	PROPN
spir-9074	17	14	)	)	PUNCT
spir-9074	17	15	of	of	ADP
spir-9074	17	16	activity	activity	NOUN
spir-9074	17	17	and	and	CCONJ
spir-9074	17	18	used	use	VERB
spir-9074	17	19	the	the	DET
spir-9074	17	20	breakout	breakout	NOUN
spir-9074	17	21	detection	detection	NOUN
spir-9074	17	22	r	r	NOUN
spir-9074	17	23	package	package	NOUN
spir-9074	17	24	,	,	PUNCT
spir-9074	17	25	which	which	PRON
spir-9074	17	26	had	have	AUX
spir-9074	17	27	recently	recently	ADV
spir-9074	17	28	been	be	AUX
spir-9074	17	29	open	open	ADJ
spir-9074	17	30	-	-	PUNCT
spir-9074	17	31	sourced	source	VERB
spir-9074	17	32	by	by	ADP
spir-9074	17	33	twitter	twitter	NOUN
spir-9074	17	34	(	(	PUNCT
spir-9074	17	35	james	james	PROPN
spir-9074	17	36	,	,	PUNCT
spir-9074	17	37	kejariwal	kejariwal	PROPN
spir-9074	17	38	,	,	PUNCT
spir-9074	17	39	&	&	CCONJ
spir-9074	17	40	matteson	matteson	PROPN
spir-9074	17	41	,	,	PUNCT
spir-9074	17	42	2014	2014	NUM
spir-9074	17	43	)	)	PUNCT
spir-9074	17	44	,	,	PUNCT
spir-9074	17	45	to	to	PART
spir-9074	17	46	identify	identify	VERB
spir-9074	17	47	breakouts	breakout	NOUN
spir-9074	17	48	or	or	CCONJ
spir-9074	17	49	shifts	shift	NOUN
spir-9074	17	50	in	in	ADP
spir-9074	17	51	the	the	DET
spir-9074	17	52	mean	mean	NOUN
spir-9074	17	53	of	of	ADP
spir-9074	17	54	tweet	tweet	NOUN
spir-9074	17	55	per	per	ADP
spir-9074	17	56	minute	minute	NOUN
spir-9074	17	57	(	(	PUNCT
spir-9074	17	58	tpm	tpm	PROPN
spir-9074	17	59	)	)	PUNCT
spir-9074	17	60	.	.	PUNCT
spir-9074	18	1	the	the	DET
spir-9074	18	2	breakouts	breakouts	PROPN
spir-9074	18	3	tool	tool	NOUN
spir-9074	18	4	detected	detect	VERB
spir-9074	18	5	14	14	NUM
spir-9074	18	6	breakouts	breakout	NOUN
spir-9074	18	7	,	,	PUNCT
spir-9074	18	8	including	include	VERB
spir-9074	18	9	three	three	NUM
spir-9074	18	10	moments	moment	NOUN
spir-9074	18	11	of	of	ADP
spir-9074	18	12	high	high	ADJ
spir-9074	18	13	user	user	NOUN
spir-9074	18	14	engagement	engagement	NOUN
spir-9074	18	15	(	(	PUNCT
spir-9074	18	16	table	table	NOUN
spir-9074	18	17	1	1	NUM
spir-9074	18	18	)	)	PUNCT
spir-9074	18	19	.	.	PUNCT
spir-9074	19	1	from	from	ADP
spir-9074	19	2	to	to	ADP
spir-9074	19	3	n	n	PROPN
spir-9074	19	4	(	(	PUNCT
spir-9074	19	5	tweets	tweet	NOUN
spir-9074	19	6	)	)	PUNCT
spir-9074	19	7	n	n	CCONJ
spir-9074	19	8	(	(	PUNCT
spir-9074	19	9	rt	rt	PROPN
spir-9074	19	10	)	)	PUNCT
spir-9074	19	11	n	n	CCONJ
spir-9074	19	12	(	(	PUNCT
spir-9074	19	13	@replies	@replie	NOUN
spir-9074	19	14	)	)	PUNCT
spir-9074	19	15	avg	avg	NOUN
spir-9074	19	16	tpm	tpm	PROPN
spir-9074	19	17	07/01	07/01	NUM
spir-9074	19	18	6:07	6:07	NUM
spir-9074	19	19	pm	pm	NOUN
spir-9074	19	20	07/01	07/01	NUM
spir-9074	19	21	11:44	11:44	NUM
spir-9074	19	22	pm	pm	NOUN
spir-9074	19	23	9,194	9,194	NUM
spir-9074	19	24	7,392	7,392	NUM
spir-9074	19	25	150	150	NUM
spir-9074	19	26	50.00	50.00	NUM
spir-9074	19	27	08/01	08/01	NUM
spir-9074	19	28	11:42	11:42	NUM
spir-9074	19	29	am	am	NOUN
spir-9074	19	30	08/01	08/01	X
spir-9074	19	31	11:37	11:37	NUM
spir-9074	19	32	pm	pm	NOUN
spir-9074	19	33	16,048	16,048	NUM
spir-9074	19	34	11,688	11,688	NUM
spir-9074	19	35	472	472	NUM
spir-9074	19	36	23.56	23.56	NUM
spir-9074	19	37	09/01	09/01	NOUN
spir-9074	19	38	11:55	11:55	NUM
spir-9074	19	39	am	am	NOUN
spir-9074	19	40	10/01	10/01	NUM
spir-9074	19	41	00:44	00:44	NUM
spir-9074	19	42	am	be	AUX
spir-9074	19	43	10,159	10,159	NUM
spir-9074	19	44	6,899	6,899	NUM
spir-9074	19	45	465	465	NUM
spir-9074	19	46	13.57	13.57	NUM
spir-9074	19	47	table	table	NOUN
spir-9074	19	48	1	1	NUM
spir-9074	19	49	.	.	PUNCT
spir-9074	19	50	moments	moment	NOUN
spir-9074	19	51	of	of	ADP
spir-9074	19	52	high	high	ADJ
spir-9074	19	53	user	user	NOUN
spir-9074	19	54	engagement	engagement	NOUN
spir-9074	19	55	on	on	ADP
spir-9074	19	56	each	each	DET
spir-9074	19	57	subset	subset	NOUN
spir-9074	19	58	of	of	ADP
spir-9074	19	59	tweets	tweet	NOUN
spir-9074	19	60	created	create	VERB
spir-9074	19	61	during	during	ADP
spir-9074	19	62	one	one	NUM
spir-9074	19	63	of	of	ADP
spir-9074	19	64	the	the	DET
spir-9074	19	65	three	three	NUM
spir-9074	19	66	moments	moment	NOUN
spir-9074	19	67	,	,	PUNCT
spir-9074	19	68	we	we	PRON
spir-9074	19	69	calculated	calculate	VERB
spir-9074	19	70	a	a	DET
spir-9074	19	71	document	document	NOUN
spir-9074	19	72	term	term	NOUN
spir-9074	19	73	matrix	matrix	NOUN
spir-9074	19	74	of	of	ADP
spir-9074	19	75	the	the	DET
spir-9074	19	76	most	most	ADV
spir-9074	19	77	frequently	frequently	ADV
spir-9074	19	78	used	use	VERB
spir-9074	19	79	terms	term	NOUN
spir-9074	19	80	and	and	CCONJ
spir-9074	19	81	then	then	ADV
spir-9074	19	82	grouped	group	VERB
spir-9074	19	83	those	those	DET
spir-9074	19	84	terms	term	NOUN
spir-9074	19	85	according	accord	VERB
spir-9074	19	86	to	to	ADP
spir-9074	19	87	their	their	PRON
spir-9074	19	88	co	co	NOUN
spir-9074	19	89	-	-	NOUN
spir-9074	19	90	occurrences	occurrence	NOUN
spir-9074	19	91	.	.	PUNCT
spir-9074	20	1	finally	finally	ADV
spir-9074	20	2	,	,	PUNCT
spir-9074	20	3	to	to	PART
spir-9074	20	4	qualitatively	qualitatively	ADV
spir-9074	20	5	complement	complement	VERB
spir-9074	20	6	the	the	DET
spir-9074	20	7	findings	finding	NOUN
spir-9074	20	8	from	from	ADP
spir-9074	20	9	the	the	DET
spir-9074	20	10	above	above	ADJ
spir-9074	20	11	techniques	technique	NOUN
spir-9074	20	12	,	,	PUNCT
spir-9074	20	13	we	we	PRON
spir-9074	20	14	are	be	AUX
spir-9074	20	15	currently	currently	ADV
spir-9074	20	16	conducting	conduct	VERB
spir-9074	20	17	a	a	DET
spir-9074	20	18	content	content	NOUN
spir-9074	20	19	analysis	analysis	NOUN
spir-9074	20	20	of	of	ADP
spir-9074	20	21	all	all	DET
spir-9074	20	22	original	original	ADJ
spir-9074	20	23	tweets	tweet	NOUN
spir-9074	20	24	created	create	VERB
spir-9074	20	25	during	during	ADP
spir-9074	20	26	the	the	DET
spir-9074	20	27	three	three	NUM
spir-9074	20	28	identified	identify	VERB
spir-9074	20	29	peaks	peak	NOUN
spir-9074	20	30	,	,	PUNCT
spir-9074	20	31	i.e.	i.e.	X
spir-9074	20	32	1,652	1,652	NUM
spir-9074	20	33	,	,	PUNCT
spir-9074	20	34	3,888	3,888	NUM
spir-9074	20	35	and	and	CCONJ
spir-9074	20	36	2,795	2,795	NUM
spir-9074	20	37	respectively	respectively	ADV
spir-9074	20	38	.	.	PUNCT
spir-9074	21	1	discussion	discussion	NOUN
spir-9074	21	2	of	of	ADP
spir-9074	21	3	analytic	analytic	ADJ
spir-9074	21	4	findings	finding	NOUN
spir-9074	21	5	two	two	NUM
spir-9074	21	6	of	of	ADP
spir-9074	21	7	the	the	DET
spir-9074	21	8	most	most	ADV
spir-9074	21	9	frequently	frequently	ADV
spir-9074	21	10	shared	share	VERB
spir-9074	21	11	tweets	tweet	NOUN
spir-9074	21	12	in	in	ADP
spir-9074	21	13	our	our	PRON
spir-9074	21	14	dataset	dataset	NOUN
spir-9074	21	15	contained	contain	VERB
spir-9074	21	16	hyperlinks	hyperlink	NOUN
spir-9074	21	17	to	to	ADP
spir-9074	21	18	drawings	drawing	NOUN
spir-9074	21	19	by	by	ADP
spir-9074	21	20	two	two	NUM
spir-9074	21	21	cartoonists	cartoonist	NOUN
spir-9074	21	22	,	,	PUNCT
spir-9074	21	23	the	the	DET
spir-9074	21	24	arab	arab	ADJ
spir-9074	21	25	brazilian	brazilian	ADJ
spir-9074	21	26	freelance	freelance	PROPN
spir-9074	21	27	political	political	ADJ
spir-9074	21	28	cartoonist	cartoonist	NOUN
spir-9074	21	29	carlos	carlos	PROPN
spir-9074	21	30	latuff	latuff	PROPN
spir-9074	21	31	and	and	CCONJ
spir-9074	21	32	the	the	DET
spir-9074	21	33	maltese	maltese	ADJ
spir-9074	21	34	american	american	ADJ
spir-9074	21	35	cartoonist	cartoonist	PROPN
spir-9074	21	36	/	/	SYM
spir-9074	21	37	journalist	journalist	NOUN
spir-9074	21	38	joe	joe	PROPN
spir-9074	21	39	sacco	sacco	PROPN
spir-9074	21	40	.	.	PUNCT
spir-9074	22	1	those	those	DET
spir-9074	22	2	drawings	drawing	NOUN
spir-9074	22	3	represented	represent	VERB
spir-9074	22	4	a	a	DET
spir-9074	22	5	concern	concern	NOUN
spir-9074	22	6	over	over	ADP
spir-9074	22	7	the	the	DET
spir-9074	22	8	alleged	alleged	ADJ
spir-9074	22	9	‘	'	PUNCT
spir-9074	22	10	double	double	ADJ
spir-9074	22	11	standards	standard	NOUN
spir-9074	22	12	’	'	PUNCT
spir-9074	22	13	on	on	ADP
spir-9074	22	14	freedom	freedom	NOUN
spir-9074	22	15	of	of	ADP
spir-9074	22	16	speech	speech	NOUN
spir-9074	22	17	that	that	PRON
spir-9074	22	18	justify	justify	VERB
spir-9074	22	19	growing	grow	VERB
spir-9074	22	20	islamophobia	islamophobia	PROPN
spir-9074	22	21	in	in	ADP
spir-9074	22	22	europe	europe	PROPN
spir-9074	22	23	.	.	PUNCT
spir-9074	23	1	along	along	ADP
spir-9074	23	2	the	the	DET
spir-9074	23	3	same	same	ADJ
spir-9074	23	4	lines	line	NOUN
spir-9074	23	5	,	,	PUNCT
spir-9074	23	6	another	another	DET
spir-9074	23	7	heavily	heavily	ADV
spir-9074	23	8	retweeted	retweete	VERB
spir-9074	23	9	message	message	NOUN
spir-9074	23	10	recalled	recall	VERB
spir-9074	23	11	the	the	DET
spir-9074	23	12	incident	incident	NOUN
spir-9074	23	13	of	of	ADP
spir-9074	23	14	australian	australian	ADJ
spir-9074	23	15	newspaper	newspaper	NOUN
spir-9074	23	16	the	the	DET
spir-9074	23	17	sydney	sydney	PROPN
spir-9074	23	18	morning	morning	PROPN
spir-9074	23	19	herald	herald	PROPN
spir-9074	23	20	being	be	AUX
spir-9074	23	21	forced	force	VERB
spir-9074	23	22	to	to	PART
spir-9074	23	23	issue	issue	VERB
spir-9074	23	24	an	an	DET
spir-9074	23	25	apology	apology	NOUN
spir-9074	23	26	and	and	CCONJ
spir-9074	23	27	remove	remove	VERB
spir-9074	23	28	a	a	DET
spir-9074	23	29	satire	satire	NOUN
spir-9074	23	30	that	that	PRON
spir-9074	23	31	was	be	AUX
spir-9074	23	32	considered	consider	VERB
spir-9074	23	33	anti	anti	ADJ
spir-9074	23	34	-	-	ADJ
spir-9074	23	35	semitic	semitic	ADJ
spir-9074	23	36	in	in	ADP
spir-9074	23	37	august	august	PROPN
spir-9074	23	38	2014	2014	NUM
spir-9074	23	39	.	.	PUNCT
spir-9074	24	1	https://paperpile.com/c/cnejoe/gyh2b	https://paperpile.com/c/cnejoe/gyh2b	PROPN
spir-9074	24	2	https://paperpile.com/c/cnejoe/ucyuh	https://paperpile.com/c/cnejoe/ucyuh	PROPN
spir-9074	24	3	https://paperpile.com/c/cnejoe/ucyuh	https://paperpile.com/c/cnejoe/ucyuh	PROPN
spir-9074	24	4	we	we	PRON
spir-9074	24	5	discovered	discover	VERB
spir-9074	24	6	that	that	SCONJ
spir-9074	24	7	french	french	ADJ
spir-9074	24	8	(	(	PUNCT
spir-9074	24	9	30	30	NUM
spir-9074	24	10	%	%	NOUN
spir-9074	24	11	)	)	PUNCT
spir-9074	24	12	,	,	PUNCT
spir-9074	24	13	english	english	PROPN
spir-9074	24	14	(	(	PUNCT
spir-9074	24	15	25	25	NUM
spir-9074	24	16	%	%	NOUN
spir-9074	24	17	)	)	PUNCT
spir-9074	24	18	and	and	CCONJ
spir-9074	24	19	spanish	spanish	ADJ
spir-9074	24	20	(	(	PUNCT
spir-9074	24	21	12	12	NUM
spir-9074	24	22	%	%	NOUN
spir-9074	24	23	)	)	PUNCT
spir-9074	24	24	accounted	account	VERB
spir-9074	24	25	for	for	ADP
spir-9074	24	26	most	most	ADJ
spir-9074	24	27	of	of	ADP
spir-9074	24	28	the	the	DET
spir-9074	24	29	tweets	tweet	NOUN
spir-9074	24	30	.	.	PUNCT
spir-9074	25	1	it	it	PRON
spir-9074	25	2	was	be	AUX
spir-9074	25	3	unsurprising	unsurprising	ADJ
spir-9074	25	4	that	that	SCONJ
spir-9074	25	5	french	french	PROPN
spir-9074	25	6	was	be	AUX
spir-9074	25	7	most	most	ADV
spir-9074	25	8	frequently	frequently	ADV
spir-9074	25	9	used	use	VERB
spir-9074	25	10	,	,	PUNCT
spir-9074	25	11	but	but	CCONJ
spir-9074	25	12	the	the	DET
spir-9074	25	13	proportion	proportion	NOUN
spir-9074	25	14	was	be	AUX
spir-9074	25	15	smaller	small	ADJ
spir-9074	25	16	than	than	SCONJ
spir-9074	25	17	expected	expect	VERB
spir-9074	25	18	,	,	PUNCT
spir-9074	25	19	seemingly	seemingly	ADV
spir-9074	25	20	underscoring	underscore	VERB
spir-9074	25	21	its	its	PRON
spir-9074	25	22	reference	reference	NOUN
spir-9074	25	23	to	to	ADP
spir-9074	25	24	#	#	SYM
spir-9074	25	25	jesuischarlie	jesuischarlie	NOUN
spir-9074	25	26	.	.	PUNCT
spir-9074	26	1	the	the	DET
spir-9074	26	2	fact	fact	NOUN
spir-9074	26	3	that	that	SCONJ
spir-9074	26	4	the	the	DET
spir-9074	26	5	most	most	ADV
spir-9074	26	6	frequently	frequently	ADV
spir-9074	26	7	shared	share	VERB
spir-9074	26	8	external	external	ADJ
spir-9074	26	9	sources	source	NOUN
spir-9074	26	10	were	be	AUX
spir-9074	26	11	images	image	NOUN
spir-9074	26	12	and	and	CCONJ
spir-9074	26	13	not	not	PART
spir-9074	26	14	a	a	DET
spir-9074	26	15	single	single	ADJ
spir-9074	26	16	article	article	NOUN
spir-9074	26	17	,	,	PUNCT
spir-9074	26	18	together	together	ADV
spir-9074	26	19	with	with	ADP
spir-9074	26	20	the	the	DET
spir-9074	26	21	fact	fact	NOUN
spir-9074	26	22	that	that	SCONJ
spir-9074	26	23	this	this	DET
spir-9074	26	24	french	french	ADJ
spir-9074	26	25	hashtag	hashtag	NOUN
spir-9074	26	26	was	be	AUX
spir-9074	26	27	used	use	VERB
spir-9074	26	28	mostly	mostly	ADV
spir-9074	26	29	in	in	ADP
spir-9074	26	30	non	non	ADJ
spir-9074	26	31	-	-	ADJ
spir-9074	26	32	french	french	ADJ
spir-9074	26	33	tweets	tweet	NOUN
spir-9074	26	34	,	,	PUNCT
spir-9074	26	35	suggests	suggest	VERB
spir-9074	26	36	that	that	SCONJ
spir-9074	26	37	#	#	SYM
spir-9074	26	38	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	26	39	was	be	AUX
spir-9074	26	40	not	not	PART
spir-9074	26	41	about	about	ADP
spir-9074	26	42	the	the	DET
spir-9074	26	43	news	news	NOUN
spir-9074	26	44	of	of	ADP
spir-9074	26	45	the	the	DET
spir-9074	26	46	shooting	shooting	NOUN
spir-9074	26	47	itself	itself	PRON
spir-9074	26	48	.	.	PUNCT
spir-9074	27	1	its	its	PRON
spir-9074	27	2	primary	primary	ADJ
spir-9074	27	3	goal	goal	NOUN
spir-9074	27	4	was	be	AUX
spir-9074	27	5	instead	instead	ADV
spir-9074	27	6	to	to	PART
spir-9074	27	7	mark	mark	VERB
spir-9074	27	8	and	and	CCONJ
spir-9074	27	9	declare	declare	VERB
spir-9074	27	10	an	an	DET
spir-9074	27	11	identity	identity	NOUN
spir-9074	27	12	by	by	ADP
spir-9074	27	13	distinction	distinction	NOUN
spir-9074	27	14	.	.	PUNCT
spir-9074	28	1	to	to	ADP
spir-9074	28	2	that	that	DET
spir-9074	28	3	end	end	NOUN
spir-9074	28	4	,	,	PUNCT
spir-9074	28	5	2	2	NUM
spir-9074	28	6	%	%	NOUN
spir-9074	28	7	of	of	ADP
spir-9074	28	8	the	the	DET
spir-9074	28	9	tweets	tweet	NOUN
spir-9074	28	10	in	in	ADP
spir-9074	28	11	our	our	PRON
spir-9074	28	12	dataset	dataset	NOUN
spir-9074	28	13	contained	contain	VERB
spir-9074	28	14	nothing	nothing	PRON
spir-9074	28	15	but	but	SCONJ
spir-9074	28	16	the	the	DET
spir-9074	28	17	hashtag	hashtag	NOUN
spir-9074	28	18	.	.	PUNCT
spir-9074	29	1	while	while	SCONJ
spir-9074	29	2	the	the	DET
spir-9074	29	3	hashtag	hashtag	NOUN
spir-9074	29	4	started	start	VERB
spir-9074	29	5	as	as	ADP
spir-9074	29	6	an	an	DET
spir-9074	29	7	immediate	immediate	ADJ
spir-9074	29	8	reaction	reaction	NOUN
spir-9074	29	9	to	to	ADP
spir-9074	29	10	#	#	SYM
spir-9074	29	11	jesuischarlie	jesuischarlie	NOUN
spir-9074	29	12	,	,	PUNCT
spir-9074	29	13	nevertheless	nevertheless	ADV
spir-9074	29	14	,	,	PUNCT
spir-9074	29	15	its	its	PRON
spir-9074	29	16	nature	nature	NOUN
spir-9074	29	17	changed	change	VERB
spir-9074	29	18	over	over	ADP
spir-9074	29	19	time	time	NOUN
spir-9074	29	20	.	.	PUNCT
spir-9074	30	1	figure	figure	NOUN
spir-9074	30	2	2	2	NUM
spir-9074	30	3	.	.	PUNCT
spir-9074	30	4	most	most	ADV
spir-9074	30	5	frequently	frequently	ADV
spir-9074	30	6	used	use	VERB
spir-9074	30	7	words	word	NOUN
spir-9074	30	8	and	and	CCONJ
spir-9074	30	9	their	their	PRON
spir-9074	30	10	associations	association	NOUN
spir-9074	30	11	across	across	ADP
spir-9074	30	12	the	the	DET
spir-9074	30	13	three	three	NUM
spir-9074	30	14	key	key	ADJ
spir-9074	30	15	moments	moment	NOUN
spir-9074	30	16	there	there	PRON
spir-9074	30	17	are	be	VERB
spir-9074	30	18	a	a	DET
spir-9074	30	19	few	few	ADJ
spir-9074	30	20	noteworthy	noteworthy	ADJ
spir-9074	30	21	dynamics	dynamic	NOUN
spir-9074	30	22	in	in	ADP
spir-9074	30	23	figure	figure	NOUN
spir-9074	30	24	3	3	NUM
spir-9074	30	25	.	.	PUNCT
spir-9074	31	1	first	first	ADV
spir-9074	31	2	,	,	PUNCT
spir-9074	31	3	word	word	NOUN
spir-9074	31	4	clusters	cluster	NOUN
spir-9074	31	5	containing	contain	VERB
spir-9074	31	6	désolé	désolé	PROPN
spir-9074	32	1	[	[	X
spir-9074	32	2	sorry	sorry	ADJ
spir-9074	32	3	]	]	X
spir-9074	32	4	,	,	PUNCT
spir-9074	32	5	familles	familles	PROPN
spir-9074	32	6	,	,	PUNCT
spir-9074	32	7	victimes	victime	NOUN
spir-9074	32	8	,	,	PUNCT
spir-9074	32	9	and	and	CCONJ
spir-9074	32	10	compatis	compatis	NOUN
spir-9074	32	11	[	[	X
spir-9074	32	12	sympathise	sympathise	ADV
spir-9074	32	13	]	]	PUNCT
spir-9074	32	14	were	be	AUX
spir-9074	32	15	present	present	ADJ
spir-9074	32	16	in	in	ADP
spir-9074	32	17	the	the	DET
spir-9074	32	18	first	first	ADJ
spir-9074	32	19	dendrogram	dendrogram	NOUN
spir-9074	32	20	but	but	CCONJ
spir-9074	32	21	not	not	PART
spir-9074	32	22	in	in	ADP
spir-9074	32	23	the	the	DET
spir-9074	32	24	following	follow	VERB
spir-9074	32	25	two	two	NUM
spir-9074	32	26	.	.	PUNCT
spir-9074	33	1	liberté	liberté	PROPN
spir-9074	33	2	and	and	CCONJ
spir-9074	33	3	expression	expression	NOUN
spir-9074	33	4	(	(	PUNCT
spir-9074	33	5	and	and	CCONJ
spir-9074	33	6	their	their	PRON
spir-9074	33	7	corresponding	corresponding	ADJ
spir-9074	33	8	english	english	ADJ
spir-9074	33	9	words	word	NOUN
spir-9074	33	10	)	)	PUNCT
spir-9074	33	11	were	be	AUX
spir-9074	33	12	prominent	prominent	ADJ
spir-9074	33	13	in	in	ADP
spir-9074	33	14	all	all	DET
spir-9074	33	15	three	three	NUM
spir-9074	33	16	moments	moment	NOUN
spir-9074	33	17	,	,	PUNCT
spir-9074	33	18	confirming	confirm	VERB
spir-9074	33	19	that	that	SCONJ
spir-9074	33	20	the	the	DET
spir-9074	33	21	freedom	freedom	NOUN
spir-9074	33	22	of	of	ADP
spir-9074	33	23	expression	expression	NOUN
spir-9074	33	24	and	and	CCONJ
spir-9074	33	25	its	its	PRON
spir-9074	33	26	contested	contest	VERB
spir-9074	33	27	limits	limit	NOUN
spir-9074	33	28	were	be	AUX
spir-9074	33	29	the	the	DET
spir-9074	33	30	real	real	ADJ
spir-9074	33	31	leitmotif	leitmotif	NOUN
spir-9074	33	32	across	across	ADP
spir-9074	33	33	the	the	DET
spir-9074	33	34	entire	entire	ADJ
spir-9074	33	35	dataset	dataset	NOUN
spir-9074	33	36	.	.	PUNCT
spir-9074	34	1	terms	term	NOUN
spir-9074	34	2	such	such	ADJ
spir-9074	34	3	as	as	ADP
spir-9074	34	4	racism	racism	NOUN
spir-9074	34	5	and	and	CCONJ
spir-9074	34	6	racist	racist	NOUN
spir-9074	34	7	stood	stand	VERB
spir-9074	34	8	out	out	ADP
spir-9074	34	9	in	in	ADP
spir-9074	34	10	the	the	DET
spir-9074	34	11	second	second	ADJ
spir-9074	34	12	and	and	CCONJ
spir-9074	34	13	third	third	ADJ
spir-9074	34	14	moments	moment	NOUN
spir-9074	34	15	since	since	SCONJ
spir-9074	34	16	users	user	NOUN
spir-9074	34	17	of	of	ADP
spir-9074	34	18	#	#	SYM
spir-9074	34	19	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	34	20	started	start	VERB
spir-9074	34	21	to	to	PART
spir-9074	34	22	approach	approach	VERB
spir-9074	34	23	charlie	charlie	PROPN
spir-9074	34	24	hebdo	hebdo	PROPN
spir-9074	34	25	’s	’s	PART
spir-9074	34	26	satires	satire	NOUN
spir-9074	34	27	from	from	ADP
spir-9074	34	28	alternative	alternative	ADJ
spir-9074	34	29	perspectives	perspective	NOUN
spir-9074	34	30	than	than	ADP
spir-9074	34	31	free	free	ADJ
spir-9074	34	32	speech	speech	NOUN
spir-9074	34	33	,	,	PUNCT
spir-9074	34	34	such	such	ADJ
spir-9074	34	35	as	as	ADP
spir-9074	34	36	hate	hate	NOUN
spir-9074	34	37	speech	speech	NOUN
spir-9074	34	38	,	,	PUNCT
spir-9074	34	39	eurocentrism	eurocentrism	NOUN
spir-9074	34	40	,	,	PUNCT
spir-9074	34	41	and	and	CCONJ
spir-9074	34	42	islamophobia	islamophobia	PROPN
spir-9074	34	43	.	.	PUNCT
spir-9074	35	1	conclusion	conclusion	NOUN
spir-9074	35	2	users	user	NOUN
spir-9074	35	3	of	of	ADP
spir-9074	35	4	#	#	SYM
spir-9074	35	5	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	35	6	showed	show	VERB
spir-9074	35	7	resistance	resistance	NOUN
spir-9074	35	8	to	to	ADP
spir-9074	35	9	the	the	DET
spir-9074	35	10	mainstream	mainstream	NOUN
spir-9074	35	11	framing	framing	NOUN
spir-9074	35	12	of	of	ADP
spir-9074	35	13	the	the	DET
spir-9074	35	14	charlie	charlie	PROPN
spir-9074	35	15	hebdo	hebdo	NOUN
spir-9074	35	16	shooting	shooting	NOUN
spir-9074	35	17	as	as	ADP
spir-9074	35	18	the	the	DET
spir-9074	35	19	universal	universal	ADJ
spir-9074	35	20	values	value	NOUN
spir-9074	35	21	of	of	ADP
spir-9074	35	22	freedom	freedom	NOUN
spir-9074	35	23	of	of	ADP
spir-9074	35	24	expression	expression	NOUN
spir-9074	35	25	being	be	AUX
spir-9074	35	26	threatened	threaten	VERB
spir-9074	35	27	by	by	ADP
spir-9074	35	28	religious	religious	ADJ
spir-9074	35	29	intolerance	intolerance	NOUN
spir-9074	35	30	and	and	CCONJ
spir-9074	35	31	violence	violence	NOUN
spir-9074	35	32	.	.	PUNCT
spir-9074	36	1	in	in	ADP
spir-9074	36	2	this	this	DET
spir-9074	36	3	context	context	NOUN
spir-9074	36	4	,	,	PUNCT
spir-9074	36	5	retweeting	retweete	VERB
spir-9074	36	6	something	something	PRON
spir-9074	36	7	that	that	PRON
spir-9074	36	8	would	would	AUX
spir-9074	36	9	justify	justify	VERB
spir-9074	36	10	their	their	PRON
spir-9074	36	11	resistance	resistance	NOUN
spir-9074	36	12	was	be	AUX
spir-9074	36	13	a	a	DET
spir-9074	36	14	way	way	NOUN
spir-9074	36	15	of	of	ADP
spir-9074	36	16	marking	mark	VERB
spir-9074	36	17	their	their	PRON
spir-9074	36	18	identity	identity	NOUN
spir-9074	36	19	as	as	ADP
spir-9074	36	20	distinct	distinct	ADJ
spir-9074	36	21	from	from	ADP
spir-9074	36	22	what	what	PRON
spir-9074	36	23	was	be	AUX
spir-9074	36	24	accepted	accept	VERB
spir-9074	36	25	in	in	ADP
spir-9074	36	26	the	the	DET
spir-9074	36	27	mainstream	mainstream	NOUN
spir-9074	36	28	.	.	PUNCT
spir-9074	37	1	we	we	PRON
spir-9074	37	2	also	also	ADV
spir-9074	37	3	observed	observe	VERB
spir-9074	37	4	a	a	DET
spir-9074	37	5	unique	unique	ADJ
spir-9074	37	6	practice	practice	NOUN
spir-9074	37	7	of	of	ADP
spir-9074	37	8	tweeting	tweet	VERB
spir-9074	37	9	nothing	nothing	PRON
spir-9074	37	10	but	but	SCONJ
spir-9074	37	11	the	the	DET
spir-9074	37	12	said	say	VERB
spir-9074	37	13	hashtag	hashtag	NOUN
spir-9074	37	14	,	,	PUNCT
spir-9074	37	15	amounting	amount	VERB
spir-9074	37	16	to	to	ADP
spir-9074	37	17	2	2	NUM
spir-9074	37	18	%	%	NOUN
spir-9074	37	19	of	of	ADP
spir-9074	37	20	the	the	DET
spir-9074	37	21	dataset	dataset	NOUN
spir-9074	37	22	.	.	PUNCT
spir-9074	38	1	this	this	PRON
spir-9074	38	2	is	be	AUX
spir-9074	38	3	a	a	DET
spir-9074	38	4	strategy	strategy	NOUN
spir-9074	38	5	that	that	PRON
spir-9074	38	6	can	can	AUX
spir-9074	38	7	be	be	AUX
spir-9074	38	8	explained	explain	VERB
spir-9074	38	9	in	in	ADP
spir-9074	38	10	a	a	DET
spir-9074	38	11	similar	similar	ADJ
spir-9074	38	12	vein	vein	NOUN
spir-9074	38	13	.	.	PUNCT
spir-9074	39	1	over	over	ADP
spir-9074	39	2	time	time	NOUN
spir-9074	39	3	,	,	PUNCT
spir-9074	39	4	there	there	PRON
spir-9074	39	5	were	be	VERB
spir-9074	39	6	three	three	NUM
spir-9074	39	7	distinguished	distinguished	ADJ
spir-9074	39	8	phases	phase	NOUN
spir-9074	39	9	in	in	ADP
spir-9074	39	10	the	the	DET
spir-9074	39	11	manifestation	manifestation	NOUN
spir-9074	39	12	of	of	ADP
spir-9074	39	13	this	this	DET
spir-9074	39	14	resistance	resistance	NOUN
spir-9074	39	15	:	:	PUNCT
spir-9074	39	16	grief	grief	NOUN
spir-9074	39	17	(	(	PUNCT
spir-9074	39	18	i.e.	i.e.	X
spir-9074	39	19	joining	join	VERB
spir-9074	39	20	the	the	DET
spir-9074	39	21	mourning	mourning	NOUN
spir-9074	39	22	for	for	ADP
spir-9074	39	23	the	the	DET
spir-9074	39	24	victims	victim	NOUN
spir-9074	39	25	but	but	CCONJ
spir-9074	39	26	indicating	indicate	VERB
spir-9074	39	27	a	a	DET
spir-9074	39	28	reservation	reservation	NOUN
spir-9074	39	29	against	against	ADP
spir-9074	39	30	the	the	DET
spir-9074	39	31	proposed	propose	VERB
spir-9074	39	32	frame	frame	NOUN
spir-9074	39	33	)	)	PUNCT
spir-9074	39	34	;	;	PUNCT
spir-9074	39	35	resistance	resistance	NOUN
spir-9074	39	36	(	(	PUNCT
spir-9074	39	37	i.e.	i.e.	X
spir-9074	39	38	starting	start	VERB
spir-9074	39	39	to	to	PART
spir-9074	39	40	voice	voice	VERB
spir-9074	39	41	out	out	ADP
spir-9074	39	42	the	the	DET
spir-9074	39	43	resistance	resistance	NOUN
spir-9074	39	44	)	)	PUNCT
spir-9074	39	45	;	;	PUNCT
spir-9074	39	46	and	and	CCONJ
spir-9074	39	47	alternatives	alternative	NOUN
spir-9074	39	48	(	(	PUNCT
spir-9074	39	49	i.e.	i.e.	X
spir-9074	39	50	fully	fully	ADV
spir-9074	39	51	developing	develop	VERB
spir-9074	39	52	and	and	CCONJ
spir-9074	39	53	deploying	deploy	VERB
spir-9074	39	54	alternative	alternative	ADJ
spir-9074	39	55	frames	frame	NOUN
spir-9074	39	56	)	)	PUNCT
spir-9074	39	57	.	.	PUNCT
spir-9074	40	1	in	in	ADP
spir-9074	40	2	this	this	DET
spir-9074	40	3	study	study	NOUN
spir-9074	40	4	,	,	PUNCT
spir-9074	40	5	the	the	DET
spir-9074	40	6	hashtag	hashtag	NOUN
spir-9074	40	7	was	be	AUX
spir-9074	40	8	not	not	PART
spir-9074	40	9	a	a	DET
spir-9074	40	10	conversation	conversation	NOUN
spir-9074	40	11	marker	marker	NOUN
spir-9074	40	12	as	as	ADP
spir-9074	40	13	previous	previous	ADJ
spir-9074	40	14	studies	study	NOUN
spir-9074	40	15	identified	identify	VERB
spir-9074	40	16	but	but	CCONJ
spir-9074	40	17	a	a	DET
spir-9074	40	18	discursive	discursive	ADJ
spir-9074	40	19	device	device	NOUN
spir-9074	40	20	that	that	PRON
spir-9074	40	21	facilitated	facilitate	VERB
spir-9074	40	22	users	user	NOUN
spir-9074	40	23	to	to	PART
spir-9074	40	24	form	form	VERB
spir-9074	40	25	,	,	PUNCT
spir-9074	40	26	enhance	enhance	NOUN
spir-9074	40	27	,	,	PUNCT
spir-9074	40	28	and	and	CCONJ
spir-9074	40	29	strategically	strategically	ADV
spir-9074	40	30	declare	declare	VERB
spir-9074	40	31	their	their	PRON
spir-9074	40	32	self	self	NOUN
spir-9074	40	33	-	-	PUNCT
spir-9074	40	34	identity	identity	NOUN
spir-9074	40	35	.	.	PUNCT
spir-9074	41	1	findings	finding	NOUN
spir-9074	41	2	from	from	ADP
spir-9074	41	3	the	the	DET
spir-9074	41	4	content	content	NOUN
spir-9074	41	5	analysis	analysis	NOUN
spir-9074	41	6	of	of	ADP
spir-9074	41	7	the	the	DET
spir-9074	41	8	8,335	8,335	NUM
spir-9074	41	9	sample	sample	NOUN
spir-9074	41	10	tweets	tweet	NOUN
spir-9074	41	11	currently	currently	ADV
spir-9074	41	12	being	be	AUX
spir-9074	41	13	conducted	conduct	VERB
spir-9074	41	14	will	will	AUX
spir-9074	41	15	enable	enable	VERB
spir-9074	41	16	us	we	PRON
spir-9074	41	17	to	to	PART
spir-9074	41	18	delve	delve	VERB
spir-9074	41	19	further	far	ADV
spir-9074	41	20	into	into	ADP
spir-9074	41	21	the	the	DET
spir-9074	41	22	ways	way	NOUN
spir-9074	41	23	in	in	ADP
spir-9074	41	24	which	which	PRON
spir-9074	41	25	users	user	NOUN
spir-9074	41	26	of	of	ADP
spir-9074	42	1	#	#	SYM
spir-9074	42	2	jenesuispascharlie	jenesuispascharlie	NOUN
spir-9074	42	3	expressed	express	VERB
spir-9074	42	4	their	their	PRON
spir-9074	42	5	stances	stance	NOUN
spir-9074	42	6	despite	despite	SCONJ
spir-9074	42	7	the	the	DET
spir-9074	42	8	sensitive	sensitive	ADJ
spir-9074	42	9	nature	nature	NOUN
spir-9074	42	10	of	of	ADP
spir-9074	42	11	the	the	DET
spir-9074	42	12	issue	issue	NOUN
spir-9074	42	13	at	at	ADP
spir-9074	42	14	hand	hand	NOUN
spir-9074	42	15	and	and	CCONJ
spir-9074	42	16	put	put	VERB
spir-9074	42	17	forward	forward	ADV
spir-9074	42	18	alternative	alternative	ADJ
spir-9074	42	19	perspectives	perspective	NOUN
spir-9074	42	20	.	.	PUNCT
spir-9074	43	1	references	reference	NOUN
spir-9074	43	2	feinerer	feinerer	PROPN
spir-9074	43	3	,	,	PUNCT
spir-9074	43	4	i.	i.	PROPN
spir-9074	43	5	,	,	PUNCT
spir-9074	43	6	buchta	buchta	PROPN
spir-9074	43	7	,	,	PUNCT
spir-9074	43	8	c.	c.	PROPN
spir-9074	43	9	,	,	PUNCT
spir-9074	43	10	geiger	geiger	PROPN
spir-9074	43	11	,	,	PUNCT
spir-9074	43	12	w.	w.	PROPN
spir-9074	43	13	,	,	PUNCT
spir-9074	43	14	rauch	rauch	PROPN
spir-9074	43	15	,	,	PUNCT
spir-9074	43	16	j.	j.	PROPN
spir-9074	43	17	,	,	PUNCT
spir-9074	43	18	mair	mair	PROPN
spir-9074	43	19	,	,	PUNCT
spir-9074	43	20	p.	p.	NOUN
spir-9074	43	21	,	,	PUNCT
spir-9074	43	22	&	&	CCONJ
spir-9074	43	23	hornik	hornik	PROPN
spir-9074	43	24	,	,	PUNCT
spir-9074	43	25	k.	k.	PROPN
spir-9074	43	26	(	(	PUNCT
spir-9074	43	27	2013	2013	NUM
spir-9074	43	28	)	)	PUNCT
spir-9074	43	29	.	.	PUNCT
spir-9074	44	1	the	the	DET
spir-9074	44	2	textcat	textcat	NOUN
spir-9074	44	3	package	package	NOUN
spir-9074	44	4	for	for	ADP
spir-9074	44	5	n	n	NOUN
spir-9074	44	6	-	-	PUNCT
spir-9074	44	7	gram	gram	NOUN
spir-9074	44	8	based	base	VERB
spir-9074	44	9	text	text	NOUN
spir-9074	44	10	categorization	categorization	NOUN
spir-9074	44	11	in	in	ADP
spir-9074	44	12	r.	r.	PROPN
spir-9074	44	13	journal	journal	PROPN
spir-9074	44	14	of	of	ADP
spir-9074	44	15	statistical	statistical	ADJ
spir-9074	44	16	software	software	NOUN
spir-9074	44	17	,	,	PUNCT
spir-9074	44	18	52(6	52(6	NOUN
spir-9074	44	19	)	)	PUNCT
spir-9074	44	20	,	,	PUNCT
spir-9074	44	21	1–17	1–17	PROPN
spir-9074	44	22	.	.	PUNCT
spir-9074	45	1	james	james	PROPN
spir-9074	45	2	,	,	PUNCT
spir-9074	45	3	n.	n.	PROPN
spir-9074	45	4	a.	a.	PROPN
spir-9074	45	5	,	,	PUNCT
spir-9074	45	6	kejariwal	kejariwal	PROPN
spir-9074	45	7	,	,	PUNCT
spir-9074	45	8	a.	a.	PROPN
spir-9074	45	9	,	,	PUNCT
spir-9074	45	10	&	&	CCONJ
spir-9074	45	11	matteson	matteson	PROPN
spir-9074	45	12	,	,	PUNCT
spir-9074	45	13	d.	d.	PROPN
spir-9074	45	14	s.	s.	PROPN
spir-9074	45	15	(	(	PUNCT
spir-9074	45	16	2014	2014	NUM
spir-9074	45	17	)	)	PUNCT
spir-9074	45	18	.	.	PUNCT
spir-9074	46	1	breakout	breakout	PROPN
spir-9074	46	2	detection	detection	PROPN
spir-9074	46	3	:	:	PUNCT
spir-9074	46	4	breakout	breakout	NOUN
spir-9074	46	5	detection	detection	NOUN
spir-9074	46	6	via	via	ADP
spir-9074	46	7	robust	robust	ADJ
spir-9074	46	8	e	e	NOUN
spir-9074	46	9	-	-	NOUN
spir-9074	46	10	statistics	statistic	NOUN
spir-9074	46	11	.	.	PUNCT
spir-9074	47	1	morstatter	morstatter	PROPN
spir-9074	47	2	,	,	PUNCT
spir-9074	47	3	f.	f.	PROPN
spir-9074	47	4	,	,	PUNCT
spir-9074	47	5	pfeffer	pfeffer	PROPN
spir-9074	47	6	,	,	PUNCT
spir-9074	47	7	j.	j.	PROPN
spir-9074	47	8	,	,	PUNCT
spir-9074	47	9	liu	liu	PROPN
spir-9074	47	10	,	,	PUNCT
spir-9074	47	11	h.	h.	PROPN
spir-9074	47	12	,	,	PUNCT
spir-9074	47	13	&	&	CCONJ
spir-9074	47	14	carley	carley	PROPN
spir-9074	47	15	,	,	PUNCT
spir-9074	47	16	k.	k.	PROPN
spir-9074	47	17	m.	m.	PROPN
spir-9074	47	18	(	(	PUNCT
spir-9074	47	19	2013	2013	NUM
spir-9074	47	20	)	)	PUNCT
spir-9074	47	21	.	.	PUNCT
spir-9074	48	1	is	be	AUX
spir-9074	48	2	the	the	DET
spir-9074	48	3	sample	sample	NOUN
spir-9074	48	4	good	good	ADJ
spir-9074	48	5	enough	enough	ADV
spir-9074	48	6	?	?	PUNCT
spir-9074	49	1	comparing	compare	VERB
spir-9074	49	2	data	datum	NOUN
spir-9074	49	3	from	from	ADP
spir-9074	49	4	twitter	twitter	NOUN
spir-9074	49	5	’s	’s	PART
spir-9074	49	6	streaming	streaming	NOUN
spir-9074	49	7	api	api	NOUN
spir-9074	49	8	with	with	ADP
spir-9074	49	9	twitter	twitter	NOUN
spir-9074	49	10	's	's	PART
spir-9074	49	11	firehose	firehose	NOUN
spir-9074	49	12	.	.	PUNCT
spir-9074	50	1	in	in	ADP
spir-9074	50	2	seventh	seventh	ADJ
spir-9074	50	3	international	international	PROPN
spir-9074	50	4	aaai	aaai	PROPN
spir-9074	50	5	conference	conference	NOUN
spir-9074	50	6	on	on	ADP
spir-9074	50	7	weblogs	weblog	NOUN
spir-9074	50	8	and	and	CCONJ
spir-9074	50	9	social	social	ADJ
spir-9074	50	10	media	medium	NOUN
spir-9074	50	11	.	.	PUNCT
spir-9074	50	12	aaai.org	aaai.org	X
spir-9074	50	13	.	.	PUNCT
spir-9074	50	14	retrieved	retrieve	VERB
spir-9074	50	15	from	from	ADP
spir-9074	50	16	http://www.aaai.org/ocs/index.php/icwsm/icwsm13/paper/viewpaper/6071	http://www.aaai.org/ocs/index.php/icwsm/icwsm13/paper/viewpaper/6071	ADJ