id	sid	tid	token	lemma	pos
spir-10510	1	1	selected	select	VERB
spir-10510	1	2	papers	paper	NOUN
spir-10510	1	3	of	of	ADP
spir-10510	1	4	#	#	SYM
spir-10510	1	5	aoir2018	aoir2018	NOUN
spir-10510	1	6	:	:	PUNCT
spir-10510	1	7	the	the	DET
spir-10510	1	8	19th	19th	ADJ
spir-10510	1	9	annual	annual	ADJ
spir-10510	1	10	conference	conference	NOUN
spir-10510	1	11	of	of	ADP
spir-10510	1	12	the	the	DET
spir-10510	1	13	association	association	NOUN
spir-10510	1	14	of	of	ADP
spir-10510	1	15	internet	internet	NOUN
spir-10510	1	16	researchers	researcher	NOUN
spir-10510	1	17	montréal	montréal	PROPN
spir-10510	1	18	,	,	PUNCT
spir-10510	1	19	canada	canada	PROPN
spir-10510	1	20	/	/	SYM
spir-10510	1	21	10	10	NUM
spir-10510	1	22	-	-	SYM
spir-10510	1	23	13	13	NUM
spir-10510	1	24	october	october	PROPN
spir-10510	1	25	2018	2018	NUM
spir-10510	1	26	suggested	suggest	VERB
spir-10510	1	27	citation	citation	NOUN
spir-10510	1	28	(	(	PUNCT
spir-10510	1	29	apa	apa	PROPN
spir-10510	1	30	):	):	PUNCT
spir-10510	1	31	von	von	PROPN
spir-10510	1	32	essen	essen	PROPN
spir-10510	1	33	,	,	PUNCT
spir-10510	1	34	e.	e.	PROPN
spir-10510	1	35	and	and	CCONJ
spir-10510	1	36	jansson	jansson	PROPN
spir-10510	1	37	,	,	PUNCT
spir-10510	1	38	j.	j.	PROPN
spir-10510	1	39	(	(	PUNCT
spir-10510	1	40	2018	2018	NUM
spir-10510	1	41	,	,	PUNCT
spir-10510	1	42	october	october	PROPN
spir-10510	1	43	10	10	NUM
spir-10510	1	44	-	-	SYM
spir-10510	1	45	13	13	NUM
spir-10510	1	46	)	)	PUNCT
spir-10510	1	47	.	.	PUNCT
spir-10510	2	1	cyberhate	cyberhate	PROPN
spir-10510	2	2	and	and	CCONJ
spir-10510	2	3	the	the	DET
spir-10510	2	4	risk	risk	NOUN
spir-10510	2	5	of	of	ADP
spir-10510	2	6	being	be	AUX
spir-10510	2	7	exposed	expose	VERB
spir-10510	2	8	.	.	PUNCT
spir-10510	3	1	paper	paper	NOUN
spir-10510	3	2	presented	present	VERB
spir-10510	3	3	at	at	ADP
spir-10510	3	4	aoir	aoir	NOUN
spir-10510	3	5	2018	2018	NUM
spir-10510	3	6	:	:	PUNCT
spir-10510	3	7	the	the	DET
spir-10510	3	8	19th	19th	ADJ
spir-10510	3	9	annual	annual	ADJ
spir-10510	3	10	conference	conference	NOUN
spir-10510	3	11	of	of	ADP
spir-10510	3	12	the	the	DET
spir-10510	3	13	association	association	NOUN
spir-10510	3	14	of	of	ADP
spir-10510	3	15	internet	internet	NOUN
spir-10510	3	16	researchers	researcher	NOUN
spir-10510	3	17	.	.	PUNCT
spir-10510	4	1	montréal	montréal	PROPN
spir-10510	4	2	,	,	PUNCT
spir-10510	4	3	canada	canada	PROPN
spir-10510	4	4	:	:	PUNCT
spir-10510	4	5	aoir	aoir	NOUN
spir-10510	4	6	.	.	PUNCT
spir-10510	4	7	retrieved	retrieve	VERB
spir-10510	4	8	from	from	ADP
spir-10510	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-10510	4	10	.	.	PUNCT
spir-10510	5	1	cyberhate	cyberhate	ADJ
spir-10510	5	2	anonymity	anonymity	NOUN
spir-10510	5	3	and	and	CCONJ
spir-10510	5	4	the	the	DET
spir-10510	5	5	risk	risk	NOUN
spir-10510	5	6	of	of	ADP
spir-10510	5	7	being	be	AUX
spir-10510	5	8	exposed	expose	VERB
spir-10510	5	9	emma	emma	PROPN
spir-10510	5	10	von	von	PROPN
spir-10510	5	11	essen	essen	PROPN
spir-10510	5	12	swedish	swedish	PROPN
spir-10510	5	13	institute	institute	PROPN
spir-10510	5	14	for	for	ADP
spir-10510	5	15	social	social	ADJ
spir-10510	5	16	research	research	NOUN
spir-10510	5	17	,	,	PUNCT
spir-10510	5	18	stockholm	stockholm	PROPN
spir-10510	5	19	university	university	PROPN
spir-10510	5	20	department	department	PROPN
spir-10510	5	21	of	of	ADP
spir-10510	5	22	economics	economic	NOUN
spir-10510	5	23	and	and	CCONJ
spir-10510	5	24	business	business	NOUN
spir-10510	5	25	,	,	PUNCT
spir-10510	5	26	aarhus	aarhus	PROPN
spir-10510	5	27	university	university	PROPN
spir-10510	5	28	joakim	joakim	PROPN
spir-10510	5	29	jansson	jansson	PROPN
spir-10510	5	30	department	department	PROPN
spir-10510	5	31	of	of	ADP
spir-10510	5	32	economics	economic	NOUN
spir-10510	5	33	,	,	PUNCT
spir-10510	5	34	stockholm	stockholm	PROPN
spir-10510	5	35	university	university	PROPN
spir-10510	5	36	research	research	PROPN
spir-10510	5	37	institute	institute	PROPN
spir-10510	5	38	of	of	ADP
spir-10510	5	39	industrial	industrial	ADJ
spir-10510	5	40	economics	economic	NOUN
spir-10510	5	41	introduction	introduction	NOUN
spir-10510	5	42	the	the	DET
spir-10510	5	43	digitalisation	digitalisation	NOUN
spir-10510	5	44	of	of	ADP
spir-10510	5	45	our	our	PRON
spir-10510	5	46	daily	daily	ADJ
spir-10510	5	47	lives	life	NOUN
spir-10510	5	48	alters	alter	VERB
spir-10510	5	49	ways	way	NOUN
spir-10510	5	50	of	of	ADP
spir-10510	5	51	civic	civic	ADJ
spir-10510	5	52	discussions	discussion	NOUN
spir-10510	5	53	,	,	PUNCT
spir-10510	5	54	which	which	PRON
spir-10510	5	55	ultimately	ultimately	ADV
spir-10510	5	56	can	can	AUX
spir-10510	5	57	affect	affect	VERB
spir-10510	5	58	our	our	PRON
spir-10510	5	59	economic	economic	ADJ
spir-10510	5	60	and	and	CCONJ
spir-10510	5	61	social	social	ADJ
spir-10510	5	62	decision	decision	NOUN
spir-10510	5	63	making	making	NOUN
spir-10510	5	64	.	.	PUNCT
spir-10510	6	1	the	the	DET
spir-10510	6	2	traditional	traditional	ADJ
spir-10510	6	3	speakers	speaker	NOUN
spir-10510	6	4	’	'	PUNCT
spir-10510	6	5	corners	corner	NOUN
spir-10510	6	6	we	we	PRON
spir-10510	6	7	now	now	ADV
spir-10510	6	8	find	find	VERB
spir-10510	6	9	in	in	ADP
spir-10510	6	10	anonymous	anonymous	ADJ
spir-10510	6	11	discussion	discussion	NOUN
spir-10510	6	12	forums	forum	NOUN
spir-10510	6	13	online	online	ADV
spir-10510	6	14	rather	rather	ADV
spir-10510	6	15	than	than	ADP
spir-10510	6	16	on	on	ADP
spir-10510	6	17	public	public	ADJ
spir-10510	6	18	squares	square	NOUN
spir-10510	6	19	.	.	PUNCT
spir-10510	7	1	a	a	DET
spir-10510	7	2	crucial	crucial	ADJ
spir-10510	7	3	aspect	aspect	NOUN
spir-10510	7	4	of	of	ADP
spir-10510	7	5	freedom	freedom	NOUN
spir-10510	7	6	of	of	ADP
spir-10510	7	7	expression	expression	NOUN
spir-10510	7	8	is	be	AUX
spir-10510	7	9	anonymity	anonymity	NOUN
spir-10510	7	10	,	,	PUNCT
spir-10510	7	11	but	but	CCONJ
spir-10510	7	12	anonymity	anonymity	NOUN
spir-10510	7	13	is	be	AUX
spir-10510	7	14	a	a	DET
spir-10510	7	15	contentious	contentious	ADJ
spir-10510	7	16	matter	matter	NOUN
spir-10510	7	17	(	(	PUNCT
spir-10510	7	18	e.g.	e.g.	ADV
spir-10510	7	19	nagel	nagel	PROPN
spir-10510	7	20	and	and	CCONJ
spir-10510	7	21	frith	frith	PROPN
spir-10510	7	22	2015	2015	NUM
spir-10510	7	23	)	)	PUNCT
spir-10510	7	24	.	.	PUNCT
spir-10510	8	1	on	on	ADP
spir-10510	8	2	the	the	DET
spir-10510	8	3	one	one	NUM
spir-10510	8	4	hand	hand	NOUN
spir-10510	8	5	more	more	ADJ
spir-10510	8	6	anonymity	anonymity	NOUN
spir-10510	8	7	enables	enable	VERB
spir-10510	8	8	individuals	individual	NOUN
spir-10510	8	9	to	to	PART
spir-10510	8	10	discuss	discuss	VERB
spir-10510	8	11	without	without	ADP
spir-10510	8	12	fear	fear	NOUN
spir-10510	8	13	of	of	ADP
spir-10510	8	14	repercussions	repercussion	NOUN
spir-10510	8	15	,	,	PUNCT
spir-10510	8	16	but	but	CCONJ
spir-10510	8	17	on	on	ADP
spir-10510	8	18	the	the	DET
spir-10510	8	19	other	other	ADJ
spir-10510	8	20	hand	hand	NOUN
spir-10510	8	21	,	,	PUNCT
spir-10510	8	22	anonymity	anonymity	NOUN
spir-10510	8	23	can	can	AUX
spir-10510	8	24	lead	lead	VERB
spir-10510	8	25	individuals	individual	NOUN
spir-10510	8	26	to	to	PART
spir-10510	8	27	involve	involve	VERB
spir-10510	8	28	in	in	ADP
spir-10510	8	29	hateful	hateful	ADJ
spir-10510	8	30	writings	writing	NOUN
spir-10510	8	31	threatening	threaten	VERB
spir-10510	8	32	other	other	ADJ
spir-10510	8	33	’s	’s	PART
spir-10510	8	34	freedom	freedom	NOUN
spir-10510	8	35	,	,	PUNCT
spir-10510	8	36	due	due	ADP
spir-10510	8	37	to	to	ADP
spir-10510	8	38	lack	lack	NOUN
spir-10510	8	39	of	of	ADP
spir-10510	8	40	accountability	accountability	NOUN
spir-10510	8	41	.	.	PUNCT
spir-10510	9	1	today	today	NOUN
spir-10510	9	2	online	online	ADJ
spir-10510	9	3	discussion	discussion	NOUN
spir-10510	9	4	forums	forum	NOUN
spir-10510	9	5	are	be	AUX
spir-10510	9	6	infamous	infamous	ADJ
spir-10510	9	7	for	for	ADP
spir-10510	9	8	hate	hate	NOUN
spir-10510	9	9	and	and	CCONJ
spir-10510	9	10	harassment	harassment	NOUN
spir-10510	9	11	,	,	PUNCT
spir-10510	9	12	and	and	CCONJ
spir-10510	9	13	this	this	PRON
spir-10510	9	14	disturbs	disturb	VERB
spir-10510	9	15	how	how	SCONJ
spir-10510	9	16	we	we	PRON
spir-10510	9	17	take	take	VERB
spir-10510	9	18	part	part	NOUN
spir-10510	9	19	in	in	ADP
spir-10510	9	20	discussions	discussion	NOUN
spir-10510	9	21	.	.	PUNCT
spir-10510	10	1	also	also	ADV
spir-10510	10	2	,	,	PUNCT
spir-10510	10	3	much	much	ADJ
spir-10510	10	4	of	of	ADP
spir-10510	10	5	the	the	DET
spir-10510	10	6	hate	hate	NOUN
spir-10510	10	7	and	and	CCONJ
spir-10510	10	8	harassment	harassment	NOUN
spir-10510	10	9	is	be	AUX
spir-10510	10	10	directed	direct	VERB
spir-10510	10	11	against	against	ADP
spir-10510	10	12	women	woman	NOUN
spir-10510	10	13	and	and	CCONJ
spir-10510	10	14	marginalized	marginalize	VERB
spir-10510	10	15	groups	group	NOUN
spir-10510	10	16	(	(	PUNCT
spir-10510	10	17	e.g.	e.g.	ADV
spir-10510	10	18	citron	citron	NOUN
spir-10510	10	19	2014	2014	NUM
spir-10510	10	20	)	)	PUNCT
spir-10510	10	21	.	.	PUNCT
spir-10510	11	1	to	to	PART
spir-10510	11	2	find	find	VERB
spir-10510	11	3	effective	effective	ADJ
spir-10510	11	4	policies	policy	NOUN
spir-10510	11	5	when	when	SCONJ
spir-10510	11	6	combating	combat	VERB
spir-10510	11	7	hate	hate	NOUN
spir-10510	11	8	online	online	ADV
spir-10510	11	9	,	,	PUNCT
spir-10510	11	10	understanding	understand	VERB
spir-10510	11	11	the	the	DET
spir-10510	11	12	empirical	empirical	ADJ
spir-10510	11	13	link	link	NOUN
spir-10510	11	14	between	between	ADP
spir-10510	11	15	anonymity	anonymity	NOUN
spir-10510	11	16	and	and	CCONJ
spir-10510	11	17	hate	hate	NOUN
spir-10510	11	18	is	be	AUX
spir-10510	11	19	vital	vital	ADJ
spir-10510	11	20	.	.	PUNCT
spir-10510	12	1	this	this	DET
spir-10510	12	2	paper	paper	NOUN
spir-10510	12	3	aims	aim	VERB
spir-10510	12	4	to	to	PART
spir-10510	12	5	quantify	quantify	VERB
spir-10510	12	6	how	how	SCONJ
spir-10510	12	7	anonymity	anonymity	NOUN
spir-10510	12	8	links	link	NOUN
spir-10510	12	9	to	to	ADP
spir-10510	12	10	writing	write	VERB
spir-10510	12	11	hateful	hateful	ADJ
spir-10510	12	12	content	content	NOUN
spir-10510	12	13	in	in	ADP
spir-10510	12	14	online	online	ADV
spir-10510	12	15	.	.	PUNCT
spir-10510	13	1	the	the	DET
spir-10510	13	2	literature	literature	NOUN
spir-10510	13	3	on	on	ADP
spir-10510	13	4	the	the	DET
spir-10510	13	5	economics	economic	NOUN
spir-10510	13	6	of	of	ADP
spir-10510	13	7	transparency	transparency	NOUN
spir-10510	13	8	is	be	AUX
spir-10510	13	9	diverse	diverse	ADJ
spir-10510	13	10	,	,	PUNCT
spir-10510	13	11	theoretical	theoretical	ADJ
spir-10510	13	12	and	and	CCONJ
spir-10510	13	13	empirical	empirical	ADJ
spir-10510	13	14	research	research	NOUN
spir-10510	13	15	suggests	suggest	VERB
spir-10510	13	16	that	that	SCONJ
spir-10510	13	17	less	less	ADJ
spir-10510	13	18	transparency	transparency	NOUN
spir-10510	13	19	can	can	AUX
spir-10510	13	20	give	give	VERB
spir-10510	13	21	benefits	benefit	NOUN
spir-10510	13	22	as	as	ADV
spir-10510	13	23	well	well	ADV
spir-10510	13	24	as	as	ADP
spir-10510	13	25	losses	loss	NOUN
spir-10510	13	26	depending	depend	VERB
spir-10510	13	27	on	on	ADP
spir-10510	13	28	the	the	DET
spir-10510	13	29	context	context	NOUN
spir-10510	13	30	(	(	PUNCT
spir-10510	13	31	acquisti	acquisti	PROPN
spir-10510	13	32	et	et	PROPN
spir-10510	13	33	al	al	PROPN
spir-10510	13	34	.	.	PROPN
spir-10510	13	35	2016	2016	NUM
spir-10510	13	36	)	)	PUNCT
spir-10510	13	37	.	.	PUNCT
spir-10510	14	1	there	there	PRON
spir-10510	14	2	is	be	VERB
spir-10510	14	3	a	a	DET
spir-10510	14	4	lack	lack	NOUN
spir-10510	14	5	of	of	ADP
spir-10510	14	6	quantitative	quantitative	ADJ
spir-10510	14	7	research	research	NOUN
spir-10510	14	8	joining	join	VERB
spir-10510	14	9	anonymity	anonymity	NOUN
spir-10510	14	10	and	and	CCONJ
spir-10510	14	11	hate	hate	VERB
spir-10510	14	12	online	online	ADJ
spir-10510	14	13	.	.	PUNCT
spir-10510	15	1	to	to	ADP
spir-10510	15	2	our	our	PRON
spir-10510	15	3	knowledge	knowledge	NOUN
spir-10510	15	4	,	,	PUNCT
spir-10510	15	5	there	there	PRON
spir-10510	15	6	is	be	VERB
spir-10510	15	7	only	only	ADV
spir-10510	15	8	one	one	NUM
spir-10510	15	9	previous	previous	ADJ
spir-10510	15	10	paper	paper	NOUN
spir-10510	15	11	and	and	CCONJ
spir-10510	15	12	they	they	PRON
spir-10510	15	13	investigate	investigate	VERB
spir-10510	15	14	changes	change	NOUN
spir-10510	15	15	in	in	ADP
spir-10510	15	16	offensive	offensive	ADJ
spir-10510	15	17	language	language	NOUN
spir-10510	15	18	caused	cause	VERB
spir-10510	15	19	by	by	ADP
spir-10510	15	20	a	a	DET
spir-10510	15	21	real	real	ADJ
spir-10510	15	22	name	name	NOUN
spir-10510	15	23	policy	policy	NOUN
spir-10510	15	24	in	in	ADP
spir-10510	15	25	korea	korea	PROPN
spir-10510	15	26	(	(	PUNCT
spir-10510	15	27	cho	cho	PROPN
spir-10510	15	28	et	et	PROPN
spir-10510	15	29	al	al	PROPN
spir-10510	15	30	.	.	PROPN
spir-10510	15	31	2012	2012	NUM
spir-10510	15	32	)	)	PUNCT
spir-10510	15	33	.	.	PUNCT
spir-10510	16	1	the	the	DET
spir-10510	16	2	main	main	ADJ
spir-10510	16	3	advantage	advantage	NOUN
spir-10510	16	4	of	of	ADP
spir-10510	16	5	our	our	PRON
spir-10510	16	6	study	study	NOUN
spir-10510	16	7	is	be	AUX
spir-10510	16	8	that	that	SCONJ
spir-10510	16	9	our	our	PRON
spir-10510	16	10	design	design	NOUN
spir-10510	16	11	has	have	VERB
spir-10510	16	12	a	a	DET
spir-10510	16	13	control	control	NOUN
spir-10510	16	14	and	and	CCONJ
spir-10510	16	15	treatment	treatment	NOUN
spir-10510	16	16	group	group	NOUN
spir-10510	16	17	,	,	PUNCT
spir-10510	16	18	which	which	PRON
spir-10510	16	19	to	to	PART
spir-10510	16	20	partly	partly	ADV
spir-10510	16	21	avoids	avoid	VERB
spir-10510	16	22	self	self	NOUN
spir-10510	16	23	-	-	PUNCT
spir-10510	16	24	selection	selection	NOUN
spir-10510	16	25	on	on	ADP
spir-10510	16	26	non	non	NOUN
spir-10510	16	27	-	-	NOUN
spir-10510	16	28	observables	observable	NOUN
spir-10510	16	29	.	.	PUNCT
spir-10510	17	1	the	the	DET
spir-10510	17	2	context	context	NOUN
spir-10510	17	3	of	of	ADP
spir-10510	17	4	our	our	PRON
spir-10510	17	5	study	study	NOUN
spir-10510	17	6	is	be	AUX
spir-10510	17	7	discussions	discussion	NOUN
spir-10510	17	8	on	on	ADP
spir-10510	17	9	political	political	ADJ
spir-10510	17	10	topics	topic	NOUN
spir-10510	17	11	at	at	ADP
spir-10510	17	12	the	the	DET
spir-10510	17	13	swedish	swedish	ADJ
spir-10510	17	14	discussion	discussion	PROPN
spir-10510	17	15	forum	forum	PROPN
spir-10510	17	16	flashback	flashback	PROPN
spir-10510	17	17	(	(	PUNCT
spir-10510	17	18	similar	similar	ADJ
spir-10510	17	19	to	to	ADP
spir-10510	17	20	reddit	reddit	NOUN
spir-10510	17	21	)	)	PUNCT
spir-10510	17	22	,	,	PUNCT
spir-10510	17	23	where	where	SCONJ
spir-10510	17	24	anonymity	anonymity	NOUN
spir-10510	17	25	between	between	ADP
spir-10510	17	26	end	end	NOUN
spir-10510	17	27	-	-	PUNCT
spir-10510	17	28	users	user	NOUN
spir-10510	17	29	and	and	CCONJ
spir-10510	17	30	between	between	ADP
spir-10510	17	31	platform	platform	NOUN
spir-10510	17	32	and	and	CCONJ
spir-10510	17	33	user	user	NOUN
spir-10510	17	34	is	be	AUX
spir-10510	17	35	an	an	DET
spir-10510	17	36	enforced	enforce	VERB
spir-10510	17	37	rule	rule	NOUN
spir-10510	17	38	.	.	PUNCT
spir-10510	18	1	the	the	DET
spir-10510	18	2	forum	forum	NOUN
spir-10510	18	3	is	be	AUX
spir-10510	18	4	one	one	NUM
spir-10510	18	5	of	of	ADP
spir-10510	18	6	the	the	DET
spir-10510	18	7	most	most	ADV
spir-10510	18	8	significant	significant	ADJ
spir-10510	18	9	discussion	discussion	NOUN
spir-10510	18	10	platforms	platform	NOUN
spir-10510	18	11	in	in	ADP
spir-10510	18	12	sweden	sweden	PROPN
spir-10510	18	13	.	.	PUNCT
spir-10510	19	1	we	we	PRON
spir-10510	19	2	elicited	elicit	VERB
spir-10510	19	3	text	text	NOUN
spir-10510	19	4	from	from	ADP
spir-10510	19	5	three	three	NUM
spir-10510	19	6	sub	sub	NOUN
spir-10510	19	7	-	-	ADJ
spir-10510	19	8	forums	forum	NOUN
spir-10510	19	9	encompassing	encompass	VERB
spir-10510	19	10	discussions	discussion	NOUN
spir-10510	19	11	about	about	ADP
spir-10510	19	12	political	political	ADJ
spir-10510	19	13	topics	topic	NOUN
spir-10510	19	14	:	:	PUNCT
spir-10510	19	15	feminism	feminism	NOUN
spir-10510	19	16	,	,	PUNCT
spir-10510	19	17	immigration	immigration	NOUN
spir-10510	19	18	and	and	CCONJ
spir-10510	19	19	domestic	domestic	ADJ
spir-10510	19	20	policy	policy	NOUN
spir-10510	19	21	.	.	PUNCT
spir-10510	20	1	participation	participation	NOUN
spir-10510	20	2	in	in	ADP
spir-10510	20	3	these	these	DET
spir-10510	20	4	discussions	discussion	NOUN
spir-10510	20	5	is	be	AUX
spir-10510	20	6	likely	likely	ADJ
spir-10510	20	7	to	to	PART
spir-10510	20	8	have	have	VERB
spir-10510	20	9	an	an	DET
spir-10510	20	10	impact	impact	NOUN
spir-10510	20	11	on	on	ADP
spir-10510	20	12	individual	individual	ADJ
spir-10510	20	13	decision	decision	NOUN
spir-10510	20	14	making	making	NOUN
spir-10510	20	15	,	,	PUNCT
spir-10510	20	16	about	about	ADP
spir-10510	20	17	for	for	ADP
spir-10510	20	18	example	example	NOUN
spir-10510	20	19	voting	voting	NOUN
spir-10510	20	20	.	.	PUNCT
spir-10510	21	1	political	political	ADJ
spir-10510	21	2	topics	topic	NOUN
spir-10510	21	3	are	be	AUX
spir-10510	21	4	previously	previously	ADV
spir-10510	21	5	known	know	VERB
spir-10510	21	6	to	to	PART
spir-10510	21	7	attract	attract	VERB
spir-10510	21	8	hate	hate	NOUN
spir-10510	21	9	(	(	PUNCT
spir-10510	21	10	cheng	cheng	PROPN
spir-10510	21	11	et	et	PROPN
spir-10510	21	12	al	al	PROPN
spir-10510	21	13	.	.	PROPN
spir-10510	21	14	2017	2017	NUM
spir-10510	21	15	;	;	PUNCT
spir-10510	21	16	citron	citron	NOUN
spir-10510	21	17	2014	2014	NUM
spir-10510	21	18	)	)	PUNCT
spir-10510	21	19	.	.	PUNCT
spir-10510	22	1	as	as	ADP
spir-10510	22	2	a	a	DET
spir-10510	22	3	first	first	ADJ
spir-10510	22	4	step	step	NOUN
spir-10510	22	5	,	,	PUNCT
spir-10510	22	6	we	we	PRON
spir-10510	22	7	use	use	VERB
spir-10510	22	8	a	a	DET
spir-10510	22	9	supervised	supervised	ADJ
spir-10510	22	10	machine	machine	NOUN
spir-10510	22	11	-	-	PUNCT
spir-10510	22	12	learning	learn	VERB
spir-10510	22	13	model	model	NOUN
spir-10510	22	14	to	to	PART
spir-10510	22	15	predict	predict	VERB
spir-10510	22	16	hateful	hateful	ADJ
spir-10510	22	17	content	content	NOUN
spir-10510	22	18	.	.	PUNCT
spir-10510	23	1	then	then	ADV
spir-10510	23	2	we	we	PRON
spir-10510	23	3	test	test	VERB
spir-10510	23	4	how	how	SCONJ
spir-10510	23	5	an	an	DET
spir-10510	23	6	unexpected	unexpected	ADJ
spir-10510	23	7	exogenous	exogenous	ADJ
spir-10510	23	8	change	change	NOUN
spir-10510	23	9	in	in	ADP
spir-10510	23	10	anonymity	anonymity	NOUN
spir-10510	23	11	affects	affect	VERB
spir-10510	23	12	hateful	hateful	ADJ
spir-10510	23	13	posting	posting	NOUN
spir-10510	23	14	,	,	PUNCT
spir-10510	23	15	using	use	VERB
spir-10510	23	16	a	a	DET
spir-10510	23	17	so	so	ADV
spir-10510	23	18	-	-	PUNCT
spir-10510	23	19	called	call	VERB
spir-10510	23	20	difference	difference	NOUN
spir-10510	23	21	in	in	ADP
spir-10510	23	22	difference	difference	NOUN
spir-10510	23	23	model	model	NOUN
spir-10510	23	24	.	.	PUNCT
spir-10510	24	1	in	in	ADP
spir-10510	24	2	september	september	PROPN
spir-10510	24	3	2014	2014	NUM
spir-10510	24	4	,	,	PUNCT
spir-10510	24	5	the	the	DET
spir-10510	24	6	identity	identity	NOUN
spir-10510	24	7	of	of	ADP
spir-10510	24	8	one	one	NUM
spir-10510	24	9	-	-	PUNCT
spir-10510	24	10	third	third	NOUN
spir-10510	24	11	of	of	ADP
spir-10510	24	12	the	the	DET
spir-10510	24	13	flashback	flashback	NOUN
spir-10510	24	14	accounts	account	NOUN
spir-10510	24	15	registered	register	VERB
spir-10510	24	16	before	before	ADP
spir-10510	24	17	march	march	PROPN
spir-10510	24	18	2007	2007	NUM
spir-10510	24	19	was	be	AUX
spir-10510	24	20	unexpectedly	unexpectedly	ADV
spir-10510	24	21	in	in	ADP
spir-10510	24	22	the	the	DET
spir-10510	24	23	hands	hand	NOUN
spir-10510	24	24	of	of	ADP
spir-10510	24	25	journalists	journalist	NOUN
spir-10510	24	26	,	,	PUNCT
spir-10510	24	27	and	and	CCONJ
spir-10510	24	28	the	the	DET
spir-10510	24	29	journalists	journalist	NOUN
spir-10510	24	30	did	do	AUX
spir-10510	24	31	publicly	publicly	ADV
spir-10510	24	32	expose	expose	VERB
spir-10510	24	33	the	the	DET
spir-10510	24	34	identities	identity	NOUN
spir-10510	24	35	of	of	ADP
spir-10510	24	36	handful	handful	ADJ
spir-10510	24	37	individuals	individual	NOUN
spir-10510	24	38	.	.	PUNCT
spir-10510	25	1	this	this	DET
spir-10510	25	2	event	event	NOUN
spir-10510	25	3	creates	create	VERB
spir-10510	25	4	a	a	DET
spir-10510	25	5	quasi	quasi	NOUN
spir-10510	25	6	-	-	NOUN
spir-10510	25	7	experiment	experiment	NOUN
spir-10510	25	8	,	,	PUNCT
spir-10510	25	9	using	use	VERB
spir-10510	25	10	accounts	account	NOUN
spir-10510	25	11	that	that	PRON
spir-10510	25	12	are	be	AUX
spir-10510	25	13	registered	register	VERB
spir-10510	25	14	before	before	ADP
spir-10510	25	15	march	march	PROPN
spir-10510	25	16	2007	2007	NUM
spir-10510	25	17	as	as	ADP
spir-10510	25	18	a	a	DET
spir-10510	25	19	treatment	treatment	NOUN
spir-10510	25	20	group	group	NOUN
spir-10510	25	21	,	,	PUNCT
spir-10510	25	22	and	and	CCONJ
spir-10510	25	23	as	as	ADP
spir-10510	25	24	a	a	DET
spir-10510	25	25	control	control	NOUN
spir-10510	25	26	group	group	NOUN
spir-10510	25	27	,	,	PUNCT
spir-10510	25	28	we	we	PRON
spir-10510	25	29	use	use	VERB
spir-10510	25	30	accounts	account	NOUN
spir-10510	25	31	registered	register	VERB
spir-10510	25	32	after	after	ADP
spir-10510	25	33	march	march	PROPN
spir-10510	25	34	2007	2007	NUM
spir-10510	25	35	.	.	PUNCT
spir-10510	26	1	data	datum	NOUN
spir-10510	26	2	collection	collection	NOUN
spir-10510	26	3	and	and	CCONJ
spir-10510	26	4	empirical	empirical	ADJ
spir-10510	26	5	strategy	strategy	NOUN
spir-10510	26	6	we	we	PRON
spir-10510	26	7	scraped	scrape	VERB
spir-10510	26	8	the	the	DET
spir-10510	26	9	posts	post	NOUN
spir-10510	26	10	from	from	ADP
spir-10510	26	11	all	all	DET
spir-10510	26	12	threads	thread	NOUN
spir-10510	26	13	in	in	ADP
spir-10510	26	14	the	the	DET
spir-10510	26	15	three	three	NUM
spir-10510	26	16	sub	sub	NOUN
spir-10510	26	17	-	-	NOUN
spir-10510	26	18	forums	forum	NOUN
spir-10510	26	19	.	.	PUNCT
spir-10510	27	1	the	the	DET
spir-10510	27	2	sample	sample	NOUN
spir-10510	27	3	,	,	PUNCT
spir-10510	27	4	we	we	PRON
spir-10510	27	5	restricted	restrict	VERB
spir-10510	27	6	to	to	ADP
spir-10510	27	7	the	the	DET
spir-10510	27	8	period	period	NOUN
spir-10510	27	9	from	from	ADP
spir-10510	27	10	january	january	PROPN
spir-10510	27	11	1	1	NUM
spir-10510	27	12	,	,	PUNCT
spir-10510	27	13	2012	2012	NUM
spir-10510	27	14	,	,	PUNCT
spir-10510	27	15	until	until	ADP
spir-10510	27	16	december	december	PROPN
spir-10510	27	17	31	31	NUM
spir-10510	27	18	,	,	PUNCT
spir-10510	27	19	2016	2016	NUM
spir-10510	27	20	.	.	PUNCT
spir-10510	28	1	a	a	DET
spir-10510	28	2	research	research	NOUN
spir-10510	28	3	assistant	assistant	NOUN
spir-10510	28	4	manually	manually	ADV
spir-10510	28	5	classified	classify	VERB
spir-10510	28	6	posts	post	NOUN
spir-10510	28	7	from	from	ADP
spir-10510	28	8	a	a	DET
spir-10510	28	9	random	random	ADJ
spir-10510	28	10	subset	subset	NOUN
spir-10510	28	11	of	of	ADP
spir-10510	28	12	the	the	DET
spir-10510	28	13	threads	thread	NOUN
spir-10510	28	14	.	.	PUNCT
spir-10510	29	1	the	the	DET
spir-10510	29	2	entries	entry	NOUN
spir-10510	29	3	were	be	AUX
spir-10510	29	4	classified	classify	VERB
spir-10510	29	5	by	by	ADP
spir-10510	29	6	whether	whether	SCONJ
spir-10510	29	7	it	it	PRON
spir-10510	29	8	contained	contain	VERB
spir-10510	29	9	hateful	hateful	ADJ
spir-10510	29	10	writings	writing	NOUN
spir-10510	29	11	and	and	CCONJ
spir-10510	29	12	whether	whether	SCONJ
spir-10510	29	13	the	the	DET
spir-10510	29	14	hate	hate	NOUN
spir-10510	29	15	was	be	AUX
spir-10510	29	16	directed	direct	VERB
spir-10510	29	17	towards	towards	ADP
spir-10510	29	18	foreigners	foreigner	NOUN
spir-10510	29	19	,	,	PUNCT
spir-10510	29	20	females	female	NOUN
spir-10510	29	21	and	and	CCONJ
spir-10510	29	22	feminists	feminist	NOUN
spir-10510	29	23	or	or	CCONJ
spir-10510	29	24	others	other	NOUN
spir-10510	29	25	(	(	PUNCT
spir-10510	29	26	classifications	classification	NOUN
spir-10510	29	27	are	be	AUX
spir-10510	29	28	inspired	inspire	VERB
spir-10510	29	29	by	by	ADP
spir-10510	29	30	cohen	cohen	PROPN
spir-10510	29	31	et	et	PROPN
spir-10510	29	32	al	al	PROPN
spir-10510	29	33	.	.	PROPN
spir-10510	29	34	2014	2014	NUM
spir-10510	29	35	)	)	PUNCT
spir-10510	29	36	.	.	PUNCT
spir-10510	30	1	we	we	PRON
spir-10510	30	2	use	use	VERB
spir-10510	30	3	a	a	DET
spir-10510	30	4	simple	simple	ADJ
spir-10510	30	5	bag	bag	NOUN
spir-10510	30	6	of	of	ADP
spir-10510	30	7	words	word	NOUN
spir-10510	30	8	model	model	NOUN
spir-10510	30	9	to	to	PART
spir-10510	30	10	make	make	VERB
spir-10510	30	11	the	the	DET
spir-10510	30	12	text	text	NOUN
spir-10510	30	13	quantifiable	quantifiable	ADJ
spir-10510	30	14	and	and	CCONJ
spir-10510	30	15	produce	produce	VERB
spir-10510	30	16	three	three	NUM
spir-10510	30	17	logistic	logistic	ADJ
spir-10510	30	18	lasso	lasso	NOUN
spir-10510	30	19	prediction	prediction	NOUN
spir-10510	30	20	models	model	NOUN
spir-10510	30	21	.	.	PUNCT
spir-10510	31	1	the	the	DET
spir-10510	31	2	three	three	NUM
spir-10510	31	3	models	model	NOUN
spir-10510	31	4	is	be	AUX
spir-10510	31	5	used	use	VERB
spir-10510	31	6	to	to	PART
spir-10510	31	7	predict	predict	VERB
spir-10510	31	8	hate	hate	NOUN
spir-10510	31	9	in	in	ADP
spir-10510	31	10	the	the	DET
spir-10510	31	11	full	full	ADJ
spir-10510	31	12	data	datum	NOUN
spir-10510	31	13	set	set	VERB
spir-10510	31	14	.	.	PUNCT
spir-10510	32	1	to	to	PART
spir-10510	32	2	quantify	quantify	VERB
spir-10510	32	3	the	the	DET
spir-10510	32	4	link	link	NOUN
spir-10510	32	5	between	between	ADP
spir-10510	32	6	anonymity	anonymity	NOUN
spir-10510	32	7	and	and	CCONJ
spir-10510	32	8	hateful	hateful	ADJ
spir-10510	32	9	speech	speech	NOUN
spir-10510	32	10	we	we	PRON
spir-10510	32	11	used	use	VERB
spir-10510	32	12	the	the	DET
spir-10510	32	13	predicted	predict	VERB
spir-10510	32	14	hate	hate	NOUN
spir-10510	32	15	from	from	ADP
spir-10510	32	16	the	the	DET
spir-10510	32	17	lasso	lasso	NOUN
spir-10510	32	18	models	model	NOUN
spir-10510	32	19	to	to	PART
spir-10510	32	20	estimate	estimate	VERB
spir-10510	32	21	the	the	DET
spir-10510	32	22	differences	difference	NOUN
spir-10510	32	23	in	in	ADP
spir-10510	32	24	changes	change	NOUN
spir-10510	32	25	of	of	ADP
spir-10510	32	26	hateful	hateful	ADJ
spir-10510	32	27	writing	writing	NOUN
spir-10510	32	28	before	before	ADV
spir-10510	32	29	and	and	CCONJ
spir-10510	32	30	after	after	ADP
spir-10510	32	31	the	the	DET
spir-10510	32	32	event	event	NOUN
spir-10510	32	33	comparing	compare	VERB
spir-10510	32	34	the	the	DET
spir-10510	32	35	experimental	experimental	ADJ
spir-10510	32	36	and	and	CCONJ
spir-10510	32	37	control	control	NOUN
spir-10510	32	38	group	group	NOUN
spir-10510	32	39	(	(	PUNCT
spir-10510	32	40	see	see	VERB
spir-10510	32	41	hansen	hansen	PROPN
spir-10510	32	42	et	et	PROPN
spir-10510	32	43	al	al	PROPN
spir-10510	32	44	.	.	PROPN
spir-10510	32	45	2014	2014	NUM
spir-10510	32	46	for	for	ADP
spir-10510	32	47	a	a	DET
spir-10510	32	48	similar	similar	ADJ
spir-10510	32	49	methodology	methodology	NOUN
spir-10510	32	50	)	)	PUNCT
spir-10510	32	51	.	.	PUNCT
spir-10510	33	1	results	result	VERB
spir-10510	33	2	our	our	PRON
spir-10510	33	3	full	full	ADJ
spir-10510	33	4	sample	sample	NOUN
spir-10510	33	5	comprises	comprise	VERB
spir-10510	33	6	roughly	roughly	ADV
spir-10510	33	7	48	48	NUM
spir-10510	33	8	000	000	NUM
spir-10510	33	9	users	user	NOUN
spir-10510	33	10	and	and	CCONJ
spir-10510	33	11	1	1	NUM
spir-10510	33	12	980	980	NUM
spir-10510	33	13	000	000	NUM
spir-10510	33	14	entries	entry	NOUN
spir-10510	33	15	.	.	PUNCT
spir-10510	34	1	the	the	DET
spir-10510	34	2	share	share	NOUN
spir-10510	34	3	of	of	ADP
spir-10510	34	4	hateful	hateful	ADJ
spir-10510	34	5	content	content	NOUN
spir-10510	34	6	is	be	AUX
spir-10510	34	7	7	7	NUM
spir-10510	34	8	%	%	NOUN
spir-10510	34	9	,	,	PUNCT
spir-10510	34	10	whereas	whereas	SCONJ
spir-10510	34	11	the	the	DET
spir-10510	34	12	percentages	percentage	NOUN
spir-10510	34	13	of	of	ADP
spir-10510	34	14	entries	entry	NOUN
spir-10510	34	15	with	with	ADP
spir-10510	34	16	hate	hate	NOUN
spir-10510	34	17	against	against	ADP
spir-10510	34	18	foreigners	foreigner	NOUN
spir-10510	34	19	and	and	CCONJ
spir-10510	34	20	females	female	NOUN
spir-10510	34	21	is	be	AUX
spir-10510	34	22	16	16	NUM
spir-10510	34	23	%	%	NOUN
spir-10510	34	24	and	and	CCONJ
spir-10510	34	25	14	14	NUM
spir-10510	34	26	%	%	NOUN
spir-10510	34	27	respectively	respectively	ADV
spir-10510	34	28	.	.	PUNCT
spir-10510	35	1	these	these	DET
spir-10510	35	2	shares	share	NOUN
spir-10510	35	3	are	be	AUX
spir-10510	35	4	similar	similar	ADJ
spir-10510	35	5	for	for	ADP
spir-10510	35	6	the	the	DET
spir-10510	35	7	treatment	treatment	NOUN
spir-10510	35	8	and	and	CCONJ
spir-10510	35	9	control	control	NOUN
spir-10510	35	10	group	group	NOUN
spir-10510	35	11	.	.	PUNCT
spir-10510	36	1	turning	turn	VERB
spir-10510	36	2	to	to	ADP
spir-10510	36	3	the	the	DET
spir-10510	36	4	event	event	NOUN
spir-10510	36	5	,	,	PUNCT
spir-10510	36	6	we	we	PRON
spir-10510	36	7	find	find	VERB
spir-10510	36	8	that	that	SCONJ
spir-10510	36	9	an	an	DET
spir-10510	36	10	unexpected	unexpected	ADJ
spir-10510	36	11	decrease	decrease	NOUN
spir-10510	36	12	in	in	ADP
spir-10510	36	13	anonymity	anonymity	NOUN
spir-10510	36	14	leads	lead	VERB
spir-10510	36	15	to	to	ADP
spir-10510	36	16	a	a	DET
spir-10510	36	17	lower	low	ADJ
spir-10510	36	18	share	share	NOUN
spir-10510	36	19	of	of	ADP
spir-10510	36	20	hateful	hateful	ADJ
spir-10510	36	21	posts	post	NOUN
spir-10510	36	22	in	in	ADP
spir-10510	36	23	the	the	DET
spir-10510	36	24	discussions	discussion	NOUN
spir-10510	36	25	.	.	PUNCT
spir-10510	37	1	the	the	DET
spir-10510	37	2	treatment	treatment	NOUN
spir-10510	37	3	group	group	NOUN
spir-10510	37	4	has	have	VERB
spir-10510	37	5	about	about	ADV
spir-10510	37	6	1.5	1.5	NUM
spir-10510	37	7	percentage	percentage	NOUN
spir-10510	37	8	point	point	NOUN
spir-10510	37	9	lower	low	ADJ
spir-10510	37	10	probability	probability	NOUN
spir-10510	37	11	of	of	ADP
spir-10510	37	12	writing	write	VERB
spir-10510	37	13	hateful	hateful	ADJ
spir-10510	37	14	comments	comment	NOUN
spir-10510	37	15	in	in	ADP
spir-10510	37	16	the	the	DET
spir-10510	37	17	post	post	NOUN
spir-10510	37	18	period	period	NOUN
spir-10510	37	19	compared	compare	VERB
spir-10510	37	20	to	to	ADP
spir-10510	37	21	the	the	DET
spir-10510	37	22	control	control	NOUN
spir-10510	37	23	group	group	NOUN
spir-10510	37	24	.	.	PUNCT
spir-10510	38	1	however	however	ADV
spir-10510	38	2	,	,	PUNCT
spir-10510	38	3	when	when	SCONJ
spir-10510	38	4	we	we	PRON
spir-10510	38	5	look	look	VERB
spir-10510	38	6	at	at	ADP
spir-10510	38	7	the	the	DET
spir-10510	38	8	hate	hate	NOUN
spir-10510	38	9	directed	direct	VERB
spir-10510	38	10	towards	towards	ADP
spir-10510	38	11	specific	specific	ADJ
spir-10510	38	12	groups	group	NOUN
spir-10510	38	13	,	,	PUNCT
spir-10510	38	14	we	we	PRON
spir-10510	38	15	find	find	VERB
spir-10510	38	16	the	the	DET
spir-10510	38	17	share	share	NOUN
spir-10510	38	18	of	of	ADP
spir-10510	38	19	hate	hate	NOUN
spir-10510	38	20	against	against	ADP
spir-10510	38	21	foreigners	foreigner	NOUN
spir-10510	38	22	to	to	PART
spir-10510	38	23	decrease	decrease	VERB
spir-10510	38	24	,	,	PUNCT
spir-10510	38	25	whereas	whereas	SCONJ
spir-10510	38	26	the	the	DET
spir-10510	38	27	share	share	NOUN
spir-10510	38	28	of	of	ADP
spir-10510	38	29	misogyny	misogyny	NOUN
spir-10510	38	30	increases	increase	NOUN
spir-10510	38	31	.	.	PUNCT
spir-10510	39	1	the	the	DET
spir-10510	39	2	changes	change	NOUN
spir-10510	39	3	are	be	AUX
spir-10510	39	4	both	both	PRON
spir-10510	39	5	in	in	ADP
spir-10510	39	6	the	the	DET
spir-10510	39	7	number	number	NOUN
spir-10510	39	8	of	of	ADP
spir-10510	39	9	hateful	hateful	ADJ
spir-10510	39	10	entries	entry	NOUN
spir-10510	39	11	and	and	CCONJ
spir-10510	39	12	the	the	DET
spir-10510	39	13	number	number	NOUN
spir-10510	39	14	of	of	ADP
spir-10510	39	15	total	total	ADJ
spir-10510	39	16	entries	entry	NOUN
spir-10510	39	17	.	.	PUNCT
spir-10510	40	1	restricting	restrict	VERB
spir-10510	40	2	the	the	DET
spir-10510	40	3	sample	sample	NOUN
spir-10510	40	4	to	to	ADP
spir-10510	40	5	users	user	NOUN
spir-10510	40	6	registered	register	VERB
spir-10510	40	7	before	before	ADP
spir-10510	40	8	the	the	DET
spir-10510	40	9	event	event	NOUN
spir-10510	40	10	,	,	PUNCT
spir-10510	40	11	we	we	PRON
spir-10510	40	12	see	see	VERB
spir-10510	40	13	confirm	confirm	VERB
spir-10510	40	14	that	that	SCONJ
spir-10510	40	15	results	result	NOUN
spir-10510	40	16	are	be	AUX
spir-10510	40	17	not	not	PART
spir-10510	40	18	driven	drive	VERB
spir-10510	40	19	by	by	ADP
spir-10510	40	20	inflow	inflow	NOUN
spir-10510	40	21	or	or	CCONJ
spir-10510	40	22	outflow	outflow	NOUN
spir-10510	40	23	of	of	ADP
spir-10510	40	24	users	user	NOUN
spir-10510	40	25	.	.	PUNCT
spir-10510	41	1	to	to	PART
spir-10510	41	2	probe	probe	VERB
spir-10510	41	3	further	far	ADV
spir-10510	41	4	into	into	ADP
spir-10510	41	5	the	the	DET
spir-10510	41	6	findings	finding	NOUN
spir-10510	41	7	,	,	PUNCT
spir-10510	41	8	we	we	PRON
spir-10510	41	9	look	look	VERB
spir-10510	41	10	at	at	ADP
spir-10510	41	11	the	the	DET
spir-10510	41	12	users	user	NOUN
spir-10510	41	13	we	we	PRON
spir-10510	41	14	can	can	AUX
spir-10510	41	15	follow	follow	VERB
spir-10510	41	16	before	before	ADV
spir-10510	41	17	and	and	CCONJ
spir-10510	41	18	after	after	ADP
spir-10510	41	19	the	the	DET
spir-10510	41	20	event	event	NOUN
spir-10510	41	21	.	.	PUNCT
spir-10510	42	1	here	here	ADV
spir-10510	42	2	,	,	PUNCT
spir-10510	42	3	we	we	PRON
spir-10510	42	4	find	find	VERB
spir-10510	42	5	no	no	DET
spir-10510	42	6	effect	effect	NOUN
spir-10510	42	7	in	in	ADP
spir-10510	42	8	changes	change	NOUN
spir-10510	42	9	of	of	ADP
spir-10510	42	10	the	the	DET
spir-10510	42	11	amount	amount	NOUN
spir-10510	42	12	of	of	ADP
spir-10510	42	13	misogynistic	misogynistic	ADJ
spir-10510	42	14	posts	post	NOUN
spir-10510	42	15	,	,	PUNCT
spir-10510	42	16	but	but	CCONJ
spir-10510	42	17	changes	change	NOUN
spir-10510	42	18	in	in	ADP
spir-10510	42	19	the	the	DET
spir-10510	42	20	number	number	NOUN
spir-10510	42	21	of	of	ADP
spir-10510	42	22	hateful	hateful	ADJ
spir-10510	42	23	entries	entry	NOUN
spir-10510	42	24	against	against	ADP
spir-10510	42	25	foreigners	foreigner	NOUN
spir-10510	42	26	.	.	PUNCT
spir-10510	43	1	the	the	DET
spir-10510	43	2	shares	share	NOUN
spir-10510	43	3	are	be	AUX
spir-10510	43	4	however	however	ADV
spir-10510	43	5	unaltered	unaltered	ADJ
spir-10510	43	6	.	.	PUNCT
spir-10510	44	1	to	to	PART
spir-10510	44	2	understand	understand	VERB
spir-10510	44	3	why	why	SCONJ
spir-10510	44	4	we	we	PRON
spir-10510	44	5	find	find	VERB
spir-10510	44	6	an	an	DET
spir-10510	44	7	increase	increase	NOUN
spir-10510	44	8	in	in	ADP
spir-10510	44	9	the	the	DET
spir-10510	44	10	share	share	NOUN
spir-10510	44	11	of	of	ADP
spir-10510	44	12	misogyny	misogyny	NOUN
spir-10510	44	13	as	as	ADV
spir-10510	44	14	well	well	ADV
spir-10510	44	15	as	as	ADP
spir-10510	44	16	no	no	DET
spir-10510	44	17	decrease	decrease	NOUN
spir-10510	44	18	in	in	ADP
spir-10510	44	19	the	the	DET
spir-10510	44	20	amount	amount	NOUN
spir-10510	44	21	of	of	ADP
spir-10510	44	22	misogynous	misogynous	ADJ
spir-10510	44	23	entries	entry	NOUN
spir-10510	44	24	when	when	SCONJ
spir-10510	44	25	looking	look	VERB
spir-10510	44	26	at	at	ADP
spir-10510	44	27	individuals	individual	NOUN
spir-10510	44	28	we	we	PRON
spir-10510	44	29	can	can	AUX
spir-10510	44	30	follow	follow	VERB
spir-10510	44	31	,	,	PUNCT
spir-10510	44	32	we	we	PRON
spir-10510	44	33	also	also	ADV
spir-10510	44	34	assess	assess	VERB
spir-10510	44	35	if	if	SCONJ
spir-10510	44	36	users	user	NOUN
spir-10510	44	37	substitute	substitute	VERB
spir-10510	44	38	hate	hate	VERB
spir-10510	44	39	.	.	PUNCT
spir-10510	45	1	indeed	indeed	ADV
spir-10510	45	2	,	,	PUNCT
spir-10510	45	3	we	we	PRON
spir-10510	45	4	find	find	VERB
spir-10510	45	5	that	that	PRON
spir-10510	45	6	decreased	decrease	VERB
spir-10510	45	7	hateful	hateful	ADJ
spir-10510	45	8	entry	entry	NOUN
spir-10510	45	9	towards	towards	ADP
spir-10510	45	10	foreigners	foreigner	NOUN
spir-10510	45	11	is	be	AUX
spir-10510	45	12	partly	partly	ADV
spir-10510	45	13	substituted	substitute	VERB
spir-10510	45	14	with	with	ADP
spir-10510	45	15	increased	increase	VERB
spir-10510	45	16	hate	hate	NOUN
spir-10510	45	17	against	against	ADP
spir-10510	45	18	females	female	NOUN
spir-10510	45	19	.	.	PUNCT
spir-10510	46	1	discussion	discussion	NOUN
spir-10510	46	2	our	our	PRON
spir-10510	46	3	study	study	NOUN
spir-10510	46	4	contributes	contribute	VERB
spir-10510	46	5	to	to	ADP
spir-10510	46	6	the	the	DET
spir-10510	46	7	current	current	ADJ
spir-10510	46	8	policy	policy	NOUN
spir-10510	46	9	debates	debate	NOUN
spir-10510	46	10	on	on	ADP
spir-10510	46	11	how	how	SCONJ
spir-10510	46	12	to	to	PART
spir-10510	46	13	combat	combat	VERB
spir-10510	46	14	online	online	ADJ
spir-10510	46	15	hate	hate	NOUN
spir-10510	46	16	.	.	PUNCT
spir-10510	47	1	we	we	PRON
spir-10510	47	2	quantify	quantify	VERB
spir-10510	47	3	the	the	DET
spir-10510	47	4	link	link	NOUN
spir-10510	47	5	between	between	ADP
spir-10510	47	6	anonymity	anonymity	NOUN
spir-10510	47	7	and	and	CCONJ
spir-10510	47	8	hateful	hateful	ADJ
spir-10510	47	9	content	content	NOUN
spir-10510	47	10	and	and	CCONJ
spir-10510	47	11	find	find	VERB
spir-10510	47	12	that	that	SCONJ
spir-10510	47	13	reduced	reduce	VERB
spir-10510	47	14	anonymity	anonymity	NOUN
spir-10510	47	15	leads	lead	VERB
spir-10510	47	16	to	to	ADP
spir-10510	47	17	reduced	reduced	ADJ
spir-10510	47	18	hate	hate	NOUN
spir-10510	47	19	in	in	ADP
spir-10510	47	20	online	online	ADJ
spir-10510	47	21	discussions	discussion	NOUN
spir-10510	47	22	about	about	ADP
spir-10510	47	23	political	political	ADJ
spir-10510	47	24	topics	topic	NOUN
spir-10510	47	25	.	.	PUNCT
spir-10510	48	1	the	the	DET
spir-10510	48	2	effect	effect	NOUN
spir-10510	48	3	seems	seem	VERB
spir-10510	48	4	to	to	PART
spir-10510	48	5	be	be	AUX
spir-10510	48	6	driven	drive	VERB
spir-10510	48	7	by	by	ADP
spir-10510	48	8	a	a	DET
spir-10510	48	9	combination	combination	NOUN
spir-10510	48	10	of	of	ADP
spir-10510	48	11	a	a	DET
spir-10510	48	12	decline	decline	NOUN
spir-10510	48	13	in	in	ADP
spir-10510	48	14	writing	write	VERB
spir-10510	48	15	hateful	hateful	ADJ
spir-10510	48	16	posts	post	NOUN
spir-10510	48	17	,	,	PUNCT
spir-10510	48	18	a	a	DET
spir-10510	48	19	decrease	decrease	NOUN
spir-10510	48	20	in	in	ADP
spir-10510	48	21	the	the	DET
spir-10510	48	22	number	number	NOUN
spir-10510	48	23	of	of	ADP
spir-10510	48	24	non	non	ADJ
spir-10510	48	25	-	-	ADJ
spir-10510	48	26	hateful	hateful	ADJ
spir-10510	48	27	posts	post	NOUN
spir-10510	48	28	and	and	CCONJ
spir-10510	48	29	a	a	DET
spir-10510	48	30	substituting	substitute	VERB
spir-10510	48	31	hate	hate	NOUN
spir-10510	48	32	against	against	ADP
spir-10510	48	33	foreigners	foreigner	NOUN
spir-10510	48	34	with	with	ADP
spir-10510	48	35	hate	hate	NOUN
spir-10510	48	36	against	against	ADP
spir-10510	48	37	females	female	NOUN
spir-10510	48	38	.	.	PUNCT
spir-10510	49	1	one	one	NUM
spir-10510	49	2	possible	possible	ADJ
spir-10510	49	3	explanation	explanation	NOUN
spir-10510	49	4	for	for	ADP
spir-10510	49	5	the	the	DET
spir-10510	49	6	substitution	substitution	NOUN
spir-10510	49	7	is	be	AUX
spir-10510	49	8	that	that	PRON
spir-10510	49	9	hate	hate	VERB
spir-10510	49	10	against	against	ADP
spir-10510	49	11	foreigners	foreigner	NOUN
spir-10510	49	12	is	be	AUX
spir-10510	49	13	associated	associate	VERB
spir-10510	49	14	with	with	ADP
spir-10510	49	15	previous	previous	ADJ
spir-10510	49	16	convictions	conviction	NOUN
spir-10510	49	17	of	of	ADP
spir-10510	49	18	hate	hate	NOUN
spir-10510	49	19	speech	speech	NOUN
spir-10510	49	20	in	in	ADP
spir-10510	49	21	sweden	sweden	PROPN
spir-10510	49	22	.	.	PUNCT
spir-10510	50	1	our	our	PRON
spir-10510	50	2	results	result	NOUN
spir-10510	50	3	open	open	VERB
spir-10510	50	4	up	up	ADP
spir-10510	50	5	for	for	ADP
spir-10510	50	6	an	an	DET
spir-10510	50	7	exciting	exciting	ADJ
spir-10510	50	8	avenue	avenue	NOUN
spir-10510	50	9	of	of	ADP
spir-10510	50	10	research	research	NOUN
spir-10510	50	11	on	on	ADP
spir-10510	50	12	how	how	SCONJ
spir-10510	50	13	to	to	PART
spir-10510	50	14	understand	understand	VERB
spir-10510	50	15	different	different	ADJ
spir-10510	50	16	types	type	NOUN
spir-10510	50	17	of	of	ADP
spir-10510	50	18	hate	hate	NOUN
spir-10510	50	19	online	online	ADV
spir-10510	50	20	.	.	PUNCT
spir-10510	51	1	our	our	PRON
spir-10510	51	2	results	result	NOUN
spir-10510	51	3	support	support	VERB
spir-10510	51	4	the	the	DET
spir-10510	51	5	conclusion	conclusion	NOUN
spir-10510	51	6	that	that	SCONJ
spir-10510	51	7	a	a	DET
spir-10510	51	8	real	real	ADJ
spir-10510	51	9	name	name	NOUN
spir-10510	51	10	policies	policy	NOUN
spir-10510	51	11	will	will	AUX
spir-10510	51	12	not	not	PART
spir-10510	51	13	be	be	AUX
spir-10510	51	14	effective	effective	ADJ
spir-10510	51	15	in	in	ADP
spir-10510	51	16	combating	combat	VERB
spir-10510	51	17	hateful	hateful	ADJ
spir-10510	51	18	content	content	NOUN
spir-10510	51	19	online	online	ADV
spir-10510	51	20	,	,	PUNCT
spir-10510	51	21	since	since	SCONJ
spir-10510	51	22	it	it	PRON
spir-10510	51	23	may	may	AUX
spir-10510	51	24	create	create	VERB
spir-10510	51	25	adverse	adverse	ADJ
spir-10510	51	26	effects	effect	NOUN
spir-10510	51	27	for	for	ADP
spir-10510	51	28	example	example	NOUN
spir-10510	51	29	substitution	substitution	NOUN
spir-10510	51	30	of	of	ADP
spir-10510	51	31	hate	hate	NOUN
spir-10510	51	32	from	from	ADP
spir-10510	51	33	one	one	NUM
spir-10510	51	34	target	target	NOUN
spir-10510	51	35	group	group	NOUN
spir-10510	51	36	to	to	ADP
spir-10510	51	37	another	another	PRON
spir-10510	51	38	.	.	PUNCT
spir-10510	52	1	also	also	ADV
spir-10510	52	2	,	,	PUNCT
spir-10510	52	3	a	a	DET
spir-10510	52	4	real	real	ADJ
spir-10510	52	5	name	name	NOUN
spir-10510	52	6	policy	policy	NOUN
spir-10510	52	7	may	may	AUX
spir-10510	52	8	decrease	decrease	VERB
spir-10510	52	9	the	the	DET
spir-10510	52	10	general	general	ADJ
spir-10510	52	11	discussion	discussion	NOUN
spir-10510	52	12	activity	activity	NOUN
spir-10510	52	13	.	.	PUNCT
spir-10510	53	1	fewer	few	ADJ
spir-10510	53	2	individuals	individual	NOUN
spir-10510	53	3	that	that	PRON
spir-10510	53	4	discuss	discuss	VERB
spir-10510	53	5	politics	politic	NOUN
spir-10510	53	6	online	online	ADV
spir-10510	53	7	could	could	AUX
spir-10510	53	8	lower	lower	VERB
spir-10510	53	9	political	political	ADJ
spir-10510	53	10	accountability	accountability	NOUN
spir-10510	53	11	(	(	PUNCT
spir-10510	53	12	strömberg	strömberg	NOUN
spir-10510	53	13	2015	2015	NUM
spir-10510	53	14	)	)	PUNCT
spir-10510	53	15	.	.	PUNCT
spir-10510	54	1	references	reference	NOUN
spir-10510	54	2	acquisti	acquisti	PROPN
spir-10510	54	3	,	,	PUNCT
spir-10510	54	4	a.	a.	PROPN
spir-10510	54	5	,	,	PUNCT
spir-10510	54	6	taylor	taylor	PROPN
spir-10510	54	7	,	,	PUNCT
spir-10510	54	8	c.	c.	PROPN
spir-10510	54	9	,	,	PUNCT
spir-10510	54	10	&	&	CCONJ
spir-10510	54	11	wagman	wagman	PROPN
spir-10510	54	12	,	,	PUNCT
spir-10510	54	13	l.	l.	PROPN
spir-10510	54	14	(	(	PUNCT
spir-10510	54	15	2016	2016	NUM
spir-10510	54	16	)	)	PUNCT
spir-10510	54	17	.	.	PUNCT
spir-10510	55	1	the	the	DET
spir-10510	55	2	economics	economic	NOUN
spir-10510	55	3	of	of	ADP
spir-10510	55	4	privacy	privacy	NOUN
spir-10510	55	5	.	.	PUNCT
spir-10510	56	1	journal	journal	PROPN
spir-10510	56	2	of	of	ADP
spir-10510	56	3	economic	economic	ADJ
spir-10510	56	4	literature	literature	NOUN
spir-10510	56	5	,	,	PUNCT
spir-10510	56	6	54(2	54(2	NUM
spir-10510	56	7	)	)	PUNCT
spir-10510	56	8	,	,	PUNCT
spir-10510	56	9	442	442	NUM
spir-10510	56	10	-	-	SYM
spir-10510	56	11	92	92	NUM
spir-10510	56	12	.	.	PUNCT
spir-10510	57	1	citron	citron	PROPN
spir-10510	57	2	,	,	PUNCT
spir-10510	57	3	d.	d.	PROPN
spir-10510	57	4	k.	k.	PROPN
spir-10510	57	5	(	(	PUNCT
spir-10510	57	6	2014	2014	NUM
spir-10510	57	7	)	)	PUNCT
spir-10510	57	8	.	.	PUNCT
spir-10510	58	1	hate	hate	VERB
spir-10510	58	2	crimes	crime	NOUN
spir-10510	58	3	in	in	ADP
spir-10510	58	4	cyberspace	cyberspace	NOUN
spir-10510	58	5	.	.	PUNCT
spir-10510	59	1	harvard	harvard	PROPN
spir-10510	59	2	university	university	PROPN
spir-10510	59	3	press	press	NOUN
spir-10510	59	4	.	.	PUNCT
spir-10510	60	1	cho	cho	PROPN
spir-10510	60	2	,	,	PUNCT
spir-10510	60	3	d.	d.	PROPN
spir-10510	60	4	,	,	PUNCT
spir-10510	60	5	s.	s.	PROPN
spir-10510	60	6	kim	kim	PROPN
spir-10510	60	7	,	,	PUNCT
spir-10510	60	8	and	and	CCONJ
spir-10510	60	9	a.	a.	NOUN
spir-10510	60	10	acquisti	acquisti	PROPN
spir-10510	60	11	(	(	PUNCT
spir-10510	60	12	2012	2012	NUM
spir-10510	60	13	)	)	PUNCT
spir-10510	60	14	.	.	PUNCT
spir-10510	61	1	empirical	empirical	ADJ
spir-10510	61	2	analysis	analysis	NOUN
spir-10510	61	3	of	of	ADP
spir-10510	61	4	online	online	ADJ
spir-10510	61	5	anonymity	anonymity	NOUN
spir-10510	61	6	and	and	CCONJ
spir-10510	61	7	user	user	NOUN
spir-10510	61	8	behaviors	behavior	NOUN
spir-10510	61	9	:	:	PUNCT
spir-10510	61	10	the	the	DET
spir-10510	61	11	impact	impact	NOUN
spir-10510	61	12	of	of	ADP
spir-10510	61	13	real	real	ADJ
spir-10510	61	14	name	name	NOUN
spir-10510	61	15	policy	policy	NOUN
spir-10510	61	16	.	.	PUNCT
spir-10510	62	1	in	in	ADP
spir-10510	62	2	system	system	NOUN
spir-10510	62	3	science	science	NOUN
spir-10510	62	4	(	(	PUNCT
spir-10510	62	5	hicss	hicss	PROPN
spir-10510	62	6	)	)	PUNCT
spir-10510	62	7	,	,	PUNCT
spir-10510	62	8	2012	2012	NUM
spir-10510	62	9	45th	45th	ADJ
spir-10510	62	10	hawaii	hawaii	PROPN
spir-10510	62	11	international	international	ADJ
spir-10510	62	12	conference	conference	NOUN
spir-10510	62	13	on	on	ADP
spir-10510	62	14	,	,	PUNCT
spir-10510	62	15	pp	pp	ADJ
spir-10510	62	16	.	.	PUNCT
spir-10510	63	1	3041:3050	3041:3050	X
spir-10510	63	2	.	.	PUNCT
spir-10510	64	1	ieee	ieee	PROPN
spir-10510	64	2	.	.	PUNCT
spir-10510	65	1	cohen	cohen	PROPN
spir-10510	65	2	,	,	PUNCT
spir-10510	65	3	k.	k.	PROPN
spir-10510	65	4	,	,	PUNCT
spir-10510	65	5	johansson	johansson	PROPN
spir-10510	65	6	,	,	PUNCT
spir-10510	65	7	f.	f.	PROPN
spir-10510	65	8	,	,	PUNCT
spir-10510	65	9	kaati	kaati	PROPN
spir-10510	65	10	,	,	PUNCT
spir-10510	65	11	l.	l.	PROPN
spir-10510	65	12	,	,	PUNCT
spir-10510	65	13	&	&	CCONJ
spir-10510	65	14	mork	mork	PROPN
spir-10510	65	15	,	,	PUNCT
spir-10510	65	16	j.	j.	PROPN
spir-10510	65	17	c.	c.	PROPN
spir-10510	65	18	(	(	PUNCT
spir-10510	65	19	2014	2014	NUM
spir-10510	65	20	)	)	PUNCT
spir-10510	65	21	.	.	PUNCT
spir-10510	66	1	detecting	detect	VERB
spir-10510	66	2	linguistic	linguistic	ADJ
spir-10510	66	3	markers	marker	NOUN
spir-10510	66	4	for	for	ADP
spir-10510	66	5	radical	radical	ADJ
spir-10510	66	6	violence	violence	NOUN
spir-10510	66	7	in	in	ADP
spir-10510	66	8	social	social	ADJ
spir-10510	66	9	media	medium	NOUN
spir-10510	66	10	.	.	PUNCT
spir-10510	67	1	terrorism	terrorism	NOUN
spir-10510	67	2	and	and	CCONJ
spir-10510	67	3	political	political	ADJ
spir-10510	67	4	violence	violence	NOUN
spir-10510	67	5	,	,	PUNCT
spir-10510	67	6	26(1	26(1	NUM
spir-10510	67	7	)	)	PUNCT
spir-10510	67	8	,	,	PUNCT
spir-10510	67	9	246	246	NUM
spir-10510	67	10	-	-	SYM
spir-10510	67	11	256	256	NUM
spir-10510	67	12	.	.	PUNCT
spir-10510	68	1	hansen	hansen	PROPN
spir-10510	68	2	,	,	PUNCT
spir-10510	68	3	s.	s.	PROPN
spir-10510	68	4	,	,	PUNCT
spir-10510	68	5	mcmahon	mcmahon	PROPN
spir-10510	68	6	,	,	PUNCT
spir-10510	68	7	m.	m.	NOUN
spir-10510	68	8	,	,	PUNCT
spir-10510	68	9	&	&	CCONJ
spir-10510	68	10	prat	prat	PROPN
spir-10510	68	11	,	,	PUNCT
spir-10510	68	12	a.	a.	NOUN
spir-10510	68	13	(	(	PUNCT
spir-10510	68	14	2017	2017	NUM
spir-10510	68	15	)	)	PUNCT
spir-10510	68	16	.	.	PUNCT
spir-10510	69	1	transparency	transparency	NOUN
spir-10510	69	2	and	and	CCONJ
spir-10510	69	3	deliberation	deliberation	NOUN
spir-10510	69	4	within	within	ADP
spir-10510	69	5	the	the	DET
spir-10510	69	6	fomc	fomc	NOUN
spir-10510	69	7	:	:	PUNCT
spir-10510	69	8	a	a	DET
spir-10510	69	9	computational	computational	ADJ
spir-10510	69	10	linguistics	linguistic	NOUN
spir-10510	69	11	approach	approach	NOUN
spir-10510	69	12	.	.	PUNCT
spir-10510	70	1	the	the	DET
spir-10510	70	2	quarterly	quarterly	ADJ
spir-10510	70	3	journal	journal	NOUN
spir-10510	70	4	of	of	ADP
spir-10510	70	5	economics	economic	NOUN
spir-10510	70	6	.	.	PUNCT
spir-10510	71	1	van	van	PROPN
spir-10510	71	2	der	der	PROPN
spir-10510	71	3	nagel	nagel	PROPN
spir-10510	71	4	,	,	PUNCT
spir-10510	71	5	e.	e.	PROPN
spir-10510	71	6	,	,	PUNCT
spir-10510	71	7	&	&	CCONJ
spir-10510	71	8	frith	frith	PROPN
spir-10510	71	9	,	,	PUNCT
spir-10510	71	10	j.	j.	PROPN
spir-10510	71	11	(	(	PUNCT
spir-10510	71	12	2015	2015	NUM
spir-10510	71	13	)	)	PUNCT
spir-10510	71	14	.	.	PUNCT
spir-10510	72	1	anonymity	anonymity	NOUN
spir-10510	72	2	,	,	PUNCT
spir-10510	72	3	pseudonymity	pseudonymity	NOUN
spir-10510	72	4	,	,	PUNCT
spir-10510	72	5	and	and	CCONJ
spir-10510	72	6	the	the	DET
spir-10510	72	7	agency	agency	NOUN
spir-10510	72	8	of	of	ADP
spir-10510	72	9	online	online	ADJ
spir-10510	72	10	identity	identity	NOUN
spir-10510	72	11	:	:	PUNCT
spir-10510	72	12	examining	examine	VERB
spir-10510	72	13	the	the	DET
spir-10510	72	14	social	social	ADJ
spir-10510	72	15	practices	practice	NOUN
spir-10510	72	16	of	of	ADP
spir-10510	72	17	r	r	NOUN
spir-10510	72	18	/	/	SYM
spir-10510	72	19	gonewild	gonewild	NOUN
spir-10510	72	20	.	.	PUNCT
spir-10510	73	1	first	first	ADJ
spir-10510	73	2	monday	monday	PROPN
spir-10510	73	3	,	,	PUNCT
spir-10510	73	4	20(3	20(3	NUM
spir-10510	73	5	)	)	PUNCT
spir-10510	73	6	.	.	PUNCT
spir-10510	74	1	strömberg	strömberg	PROPN
spir-10510	74	2	,	,	PUNCT
spir-10510	74	3	d.	d.	PROPN
spir-10510	74	4	(	(	PUNCT
spir-10510	74	5	2015	2015	NUM
spir-10510	74	6	)	)	PUNCT
spir-10510	74	7	.	.	PUNCT
spir-10510	75	1	media	medium	NOUN
spir-10510	75	2	and	and	CCONJ
spir-10510	75	3	politics	politic	NOUN
spir-10510	75	4	.	.	PUNCT
spir-10510	76	1	economics	economic	NOUN
spir-10510	76	2	,	,	PUNCT
spir-10510	76	3	7(1	7(1	NUM
spir-10510	76	4	)	)	PUNCT
spir-10510	76	5	,	,	PUNCT
spir-10510	76	6	173	173	NUM
spir-10510	76	7	-	-	SYM
spir-10510	76	8	205	205	NUM
spir-10510	76	9	.	.	PUNCT