id	sid	tid	token	lemma	pos
spir-12156	1	1	microsoft	microsoft	PROPN
spir-12156	1	2	word	word	PROPN
spir-12156	1	3	cross	cross	NOUN
spir-12156	1	4	-	-	ADJ
spir-12156	1	5	sorry	sorry	ADJ
spir-12156	1	6	,	,	PUNCT
spir-12156	1	7	but	but	CCONJ
spir-12156	1	8	-	-	PUNCT
spir-12156	1	9	sorry	sorry	ADJ
spir-12156	1	10	,	,	PUNCT
spir-12156	1	11	but.docx	but.docx	VERB
spir-12156	1	12	selected	select	VERB
spir-12156	1	13	papers	paper	NOUN
spir-12156	1	14	of	of	ADP
spir-12156	1	15	#	#	SYM
spir-12156	1	16	aoir2021	aoir2021	NOUN
spir-12156	1	17	:	:	PUNCT
spir-12156	1	18	the	the	DET
spir-12156	1	19	22nd	22nd	ADJ
spir-12156	1	20	annual	annual	ADJ
spir-12156	1	21	conference	conference	NOUN
spir-12156	1	22	of	of	ADP
spir-12156	1	23	the	the	DET
spir-12156	1	24	association	association	NOUN
spir-12156	1	25	of	of	ADP
spir-12156	1	26	internet	internet	NOUN
spir-12156	1	27	researchers	researcher	NOUN
spir-12156	1	28	virtual	virtual	ADJ
spir-12156	1	29	event	event	NOUN
spir-12156	1	30	/	/	SYM
spir-12156	1	31	13	13	NUM
spir-12156	1	32	-	-	SYM
spir-12156	1	33	16	16	NUM
spir-12156	1	34	oct	oct	PROPN
spir-12156	1	35	2021	2021	NUM
spir-12156	1	36	suggested	suggest	VERB
spir-12156	1	37	citation	citation	NOUN
spir-12156	1	38	(	(	PUNCT
spir-12156	1	39	apa	apa	PROPN
spir-12156	1	40	):	):	PUNCT
spir-12156	1	41	cross	cross	PROPN
spir-12156	1	42	,	,	PUNCT
spir-12156	1	43	k.	k.	PROPN
spir-12156	1	44	a.	a.	PROPN
spir-12156	1	45	,	,	PUNCT
spir-12156	1	46	hoffmann	hoffmann	PROPN
spir-12156	1	47	,	,	PUNCT
spir-12156	1	48	a.	a.	PROPN
spir-12156	1	49	l.	l.	PROPN
spir-12156	1	50	(	(	PUNCT
spir-12156	1	51	2021	2021	NUM
spir-12156	1	52	,	,	PUNCT
spir-12156	1	53	october	october	PROPN
spir-12156	1	54	)	)	PUNCT
spir-12156	1	55	.	.	PUNCT
spir-12156	2	1	sorry	sorry	ADJ
spir-12156	2	2	,	,	PUNCT
spir-12156	2	3	but	but	CCONJ
spir-12156	2	4	...	...	PUNCT
spir-12156	2	5	:	:	PUNCT
spir-12156	3	1	platform	platform	NOUN
spir-12156	3	2	apologies	apology	NOUN
spir-12156	3	3	,	,	PUNCT
spir-12156	3	4	abuse	abuse	NOUN
spir-12156	3	5	,	,	PUNCT
spir-12156	3	6	and	and	CCONJ
spir-12156	3	7	constructing	construct	VERB
spir-12156	3	8	the	the	DET
spir-12156	3	9	culpable	culpable	ADJ
spir-12156	3	10	subject	subject	NOUN
spir-12156	3	11	.	.	PUNCT
spir-12156	4	1	paper	paper	NOUN
spir-12156	4	2	presented	present	VERB
spir-12156	4	3	at	at	ADP
spir-12156	4	4	aoir	aoir	NOUN
spir-12156	4	5	2021	2021	NUM
spir-12156	4	6	:	:	PUNCT
spir-12156	4	7	the	the	DET
spir-12156	4	8	22nd	22nd	ADJ
spir-12156	4	9	annual	annual	ADJ
spir-12156	4	10	conference	conference	NOUN
spir-12156	4	11	of	of	ADP
spir-12156	4	12	the	the	DET
spir-12156	4	13	association	association	NOUN
spir-12156	4	14	of	of	ADP
spir-12156	4	15	internet	internet	NOUN
spir-12156	4	16	researchers	researcher	NOUN
spir-12156	4	17	.	.	PUNCT
spir-12156	5	1	virtual	virtual	ADJ
spir-12156	5	2	event	event	NOUN
spir-12156	5	3	:	:	PUNCT
spir-12156	5	4	aoir	aoir	NOUN
spir-12156	5	5	.	.	PUNCT
spir-12156	5	6	retrieved	retrieve	VERB
spir-12156	5	7	from	from	ADP
spir-12156	5	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-12156	5	9	.	.	PUNCT
spir-12156	6	1	sorry	sorry	ADJ
spir-12156	6	2	,	,	PUNCT
spir-12156	6	3	but	but	CCONJ
spir-12156	6	4	...	...	PUNCT
spir-12156	6	5	:	:	PUNCT
spir-12156	7	1	platform	platform	NOUN
spir-12156	7	2	apologies	apology	NOUN
spir-12156	7	3	,	,	PUNCT
spir-12156	7	4	abuse	abuse	NOUN
spir-12156	7	5	,	,	PUNCT
spir-12156	7	6	and	and	CCONJ
spir-12156	7	7	constructing	construct	VERB
spir-12156	7	8	the	the	DET
spir-12156	7	9	culpable	culpable	ADJ
spir-12156	7	10	subject	subject	ADJ
spir-12156	7	11	katherine	katherine	PROPN
spir-12156	7	12	alejandra	alejandra	PROPN
spir-12156	7	13	cross	cross	PROPN
spir-12156	7	14	university	university	PROPN
spir-12156	7	15	of	of	ADP
spir-12156	7	16	washington	washington	PROPN
spir-12156	7	17	,	,	PUNCT
spir-12156	7	18	school	school	NOUN
spir-12156	7	19	of	of	ADP
spir-12156	7	20	information	information	NOUN
spir-12156	7	21	anna	anna	PROPN
spir-12156	7	22	lauren	lauren	PROPN
spir-12156	7	23	hoffmann	hoffmann	PROPN
spir-12156	7	24	university	university	PROPN
spir-12156	7	25	of	of	ADP
spir-12156	7	26	washington	washington	PROPN
spir-12156	7	27	,	,	PUNCT
spir-12156	7	28	school	school	NOUN
spir-12156	7	29	of	of	ADP
spir-12156	7	30	information	information	NOUN
spir-12156	7	31	introduction	introduction	NOUN
spir-12156	7	32	apologies	apology	NOUN
spir-12156	7	33	have	have	AUX
spir-12156	7	34	become	become	VERB
spir-12156	7	35	a	a	DET
spir-12156	7	36	prominent	prominent	ADJ
spir-12156	7	37	feature	feature	NOUN
spir-12156	7	38	of	of	ADP
spir-12156	7	39	online	online	ADJ
spir-12156	7	40	platforms	platform	NOUN
spir-12156	7	41	’	'	PUNCT
spir-12156	7	42	corporate	corporate	ADJ
spir-12156	7	43	communications	communication	NOUN
spir-12156	7	44	.	.	PUNCT
spir-12156	8	1	whether	whether	SCONJ
spir-12156	8	2	in	in	ADP
spir-12156	8	3	response	response	NOUN
spir-12156	8	4	to	to	ADP
spir-12156	8	5	instances	instance	NOUN
spir-12156	8	6	of	of	ADP
spir-12156	8	7	harassment	harassment	NOUN
spir-12156	8	8	,	,	PUNCT
spir-12156	8	9	security	security	NOUN
spir-12156	8	10	lapses	lapse	NOUN
spir-12156	8	11	,	,	PUNCT
spir-12156	8	12	or	or	CCONJ
spir-12156	8	13	political	political	ADJ
spir-12156	8	14	manipulation	manipulation	NOUN
spir-12156	8	15	,	,	PUNCT
spir-12156	8	16	official	official	ADJ
spir-12156	8	17	expressions	expression	NOUN
spir-12156	8	18	of	of	ADP
spir-12156	8	19	remorse	remorse	NOUN
spir-12156	8	20	or	or	CCONJ
spir-12156	8	21	regret	regret	NOUN
spir-12156	8	22	—	—	PUNCT
spir-12156	8	23	often	often	ADV
spir-12156	8	24	coupled	couple	VERB
spir-12156	8	25	with	with	ADP
spir-12156	8	26	vows	vow	NOUN
spir-12156	8	27	to	to	PART
spir-12156	8	28	“	"	PUNCT
spir-12156	8	29	do	do	AUX
spir-12156	8	30	better”—work	better”—work	NOUN
spir-12156	8	31	to	to	PART
spir-12156	8	32	reconcile	reconcile	VERB
spir-12156	8	33	or	or	CCONJ
spir-12156	8	34	recover	recover	VERB
spir-12156	8	35	a	a	DET
spir-12156	8	36	platform	platform	NOUN
spir-12156	8	37	’s	’s	PART
spir-12156	8	38	commitments	commitment	NOUN
spir-12156	8	39	in	in	ADP
spir-12156	8	40	the	the	DET
spir-12156	8	41	face	face	NOUN
spir-12156	8	42	of	of	ADP
spir-12156	8	43	public	public	ADJ
spir-12156	8	44	relations	relation	NOUN
spir-12156	8	45	,	,	PUNCT
spir-12156	8	46	economic	economic	ADJ
spir-12156	8	47	,	,	PUNCT
spir-12156	8	48	or	or	CCONJ
spir-12156	8	49	regulatory	regulatory	ADJ
spir-12156	8	50	pressure	pressure	NOUN
spir-12156	8	51	.	.	PUNCT
spir-12156	9	1	despite	despite	SCONJ
spir-12156	9	2	their	their	PRON
spir-12156	9	3	prominence	prominence	NOUN
spir-12156	9	4	,	,	PUNCT
spir-12156	9	5	however	however	ADV
spir-12156	9	6	,	,	PUNCT
spir-12156	9	7	apologies	apology	NOUN
spir-12156	9	8	have	have	AUX
spir-12156	9	9	received	receive	VERB
spir-12156	9	10	comparably	comparably	ADV
spir-12156	9	11	less	less	ADV
spir-12156	9	12	critical	critical	ADJ
spir-12156	9	13	attention	attention	NOUN
spir-12156	9	14	in	in	ADP
spir-12156	9	15	research	research	NOUN
spir-12156	9	16	on	on	ADP
spir-12156	9	17	harassment	harassment	NOUN
spir-12156	9	18	and	and	CCONJ
spir-12156	9	19	abuse	abuse	NOUN
spir-12156	9	20	than	than	ADP
spir-12156	9	21	other	other	ADJ
spir-12156	9	22	corporate	corporate	ADJ
spir-12156	9	23	responses	response	NOUN
spir-12156	9	24	,	,	PUNCT
spir-12156	9	25	for	for	ADP
spir-12156	9	26	example	example	NOUN
spir-12156	9	27	changes	change	NOUN
spir-12156	9	28	to	to	ADP
spir-12156	9	29	moderation	moderation	NOUN
spir-12156	9	30	policies	policy	NOUN
spir-12156	9	31	(	(	PUNCT
spir-12156	9	32	e.g.	e.g.	ADV
spir-12156	9	33	,	,	PUNCT
spir-12156	9	34	gibson	gibson	PROPN
spir-12156	9	35	,	,	PUNCT
spir-12156	9	36	2019	2019	NUM
spir-12156	9	37	;	;	PUNCT
spir-12156	9	38	for	for	ADP
spir-12156	9	39	an	an	DET
spir-12156	9	40	exception	exception	NOUN
spir-12156	9	41	,	,	PUNCT
spir-12156	9	42	see	see	VERB
spir-12156	9	43	:	:	PUNCT
spir-12156	9	44	hall	hall	PROPN
spir-12156	9	45	,	,	PUNCT
spir-12156	9	46	2020	2020	NUM
spir-12156	9	47	)	)	PUNCT
spir-12156	9	48	.	.	PUNCT
spir-12156	10	1	in	in	ADP
spir-12156	10	2	this	this	DET
spir-12156	10	3	work	work	NOUN
spir-12156	10	4	,	,	PUNCT
spir-12156	10	5	we	we	PRON
spir-12156	10	6	offer	offer	VERB
spir-12156	10	7	an	an	DET
spir-12156	10	8	analysis	analysis	NOUN
spir-12156	10	9	of	of	ADP
spir-12156	10	10	three	three	NUM
spir-12156	10	11	high	high	ADJ
spir-12156	10	12	-	-	PUNCT
spir-12156	10	13	profile	profile	NOUN
spir-12156	10	14	apologies	apology	NOUN
spir-12156	10	15	:	:	PUNCT
spir-12156	10	16	former	former	ADJ
spir-12156	10	17	reddit	reddit	PROPN
spir-12156	10	18	ceo	ceo	PROPN
spir-12156	10	19	ellen	ellen	PROPN
spir-12156	10	20	pao	pao	PROPN
spir-12156	10	21	’s	’s	PART
spir-12156	10	22	july	july	PROPN
spir-12156	10	23	2015	2015	NUM
spir-12156	10	24	apology	apology	NOUN
spir-12156	10	25	for	for	ADP
spir-12156	10	26	missteps	misstep	NOUN
spir-12156	10	27	in	in	ADP
spir-12156	10	28	addressing	address	VERB
spir-12156	10	29	the	the	DET
spir-12156	10	30	site	site	NOUN
spir-12156	10	31	’s	’s	PART
spir-12156	10	32	abusive	abusive	ADJ
spir-12156	10	33	climate	climate	NOUN
spir-12156	10	34	;	;	PUNCT
spir-12156	10	35	riot	riot	NOUN
spir-12156	10	36	games	game	NOUN
spir-12156	10	37	’	'	PUNCT
spir-12156	10	38	2018	2018	NUM
spir-12156	10	39	apology	apology	NOUN
spir-12156	10	40	for	for	ADP
spir-12156	10	41	hostility	hostility	NOUN
spir-12156	10	42	and	and	CCONJ
spir-12156	10	43	sexual	sexual	ADJ
spir-12156	10	44	harassment	harassment	NOUN
spir-12156	10	45	at	at	ADP
spir-12156	10	46	the	the	DET
spir-12156	10	47	company	company	NOUN
spir-12156	10	48	;	;	PUNCT
spir-12156	10	49	and	and	CCONJ
spir-12156	10	50	twitch	twitch	VERB
spir-12156	10	51	’s	’s	PART
spir-12156	10	52	june	june	PROPN
spir-12156	10	53	2020	2020	NUM
spir-12156	10	54	apology	apology	NOUN
spir-12156	10	55	in	in	ADP
spir-12156	10	56	response	response	NOUN
spir-12156	10	57	to	to	ADP
spir-12156	10	58	allegations	allegation	NOUN
spir-12156	10	59	that	that	SCONJ
spir-12156	10	60	some	some	DET
spir-12156	10	61	streamers	streamer	NOUN
spir-12156	10	62	had	have	AUX
spir-12156	10	63	engaged	engage	VERB
spir-12156	10	64	in	in	ADP
spir-12156	10	65	offline	offline	ADJ
spir-12156	10	66	sexual	sexual	ADJ
spir-12156	10	67	harassment	harassment	NOUN
spir-12156	10	68	.	.	PUNCT
spir-12156	11	1	throughout	throughout	ADP
spir-12156	11	2	our	our	PRON
spir-12156	11	3	analysis	analysis	NOUN
spir-12156	11	4	,	,	PUNCT
spir-12156	11	5	we	we	PRON
spir-12156	11	6	pay	pay	VERB
spir-12156	11	7	particular	particular	ADJ
spir-12156	11	8	attention	attention	NOUN
spir-12156	11	9	to	to	ADP
spir-12156	11	10	how	how	SCONJ
spir-12156	11	11	apologies	apology	NOUN
spir-12156	11	12	1	1	NUM
spir-12156	11	13	)	)	PUNCT
spir-12156	11	14	construct	construct	VERB
spir-12156	11	15	and	and	CCONJ
spir-12156	11	16	reproduce	reproduce	VERB
spir-12156	11	17	particular	particular	ADJ
spir-12156	11	18	platform	platform	NOUN
spir-12156	11	19	ideals	ideal	NOUN
spir-12156	11	20	and	and	CCONJ
spir-12156	11	21	actors	actor	NOUN
spir-12156	11	22	and	and	CCONJ
spir-12156	11	23	2	2	NUM
spir-12156	11	24	)	)	PUNCT
spir-12156	11	25	distribute	distribute	VERB
spir-12156	11	26	or	or	CCONJ
spir-12156	11	27	assign	assign	VERB
spir-12156	11	28	culpability	culpability	NOUN
spir-12156	11	29	for	for	ADP
spir-12156	11	30	harassment	harassment	NOUN
spir-12156	11	31	and	and	CCONJ
spir-12156	11	32	abuse	abuse	NOUN
spir-12156	11	33	.	.	PUNCT
spir-12156	12	1	background	background	NOUN
spir-12156	12	2	online	online	PROPN
spir-12156	12	3	platforms	platform	NOUN
spir-12156	12	4	are	be	AUX
spir-12156	12	5	central	central	ADJ
spir-12156	12	6	to	to	ADP
spir-12156	12	7	discussions	discussion	NOUN
spir-12156	12	8	of	of	ADP
spir-12156	12	9	harassment	harassment	NOUN
spir-12156	12	10	and	and	CCONJ
spir-12156	12	11	abuse	abuse	NOUN
spir-12156	12	12	,	,	PUNCT
spir-12156	12	13	often	often	ADV
spir-12156	12	14	accused	accuse	VERB
spir-12156	12	15	of	of	ADP
spir-12156	12	16	facilitating	facilitate	VERB
spir-12156	12	17	it	it	PRON
spir-12156	12	18	,	,	PUNCT
spir-12156	12	19	failing	fail	VERB
spir-12156	12	20	to	to	PART
spir-12156	12	21	do	do	VERB
spir-12156	12	22	enough	enough	NOUN
spir-12156	12	23	to	to	PART
spir-12156	12	24	stop	stop	VERB
spir-12156	12	25	it	it	PRON
spir-12156	12	26	,	,	PUNCT
spir-12156	12	27	or	or	CCONJ
spir-12156	12	28	unevenly	unevenly	ADV
spir-12156	12	29	enforcing	enforce	VERB
spir-12156	12	30	their	their	PRON
spir-12156	12	31	terms	term	NOUN
spir-12156	12	32	of	of	ADP
spir-12156	12	33	service	service	NOUN
spir-12156	12	34	.	.	PUNCT
spir-12156	13	1	in	in	ADP
spir-12156	13	2	the	the	DET
spir-12156	13	3	face	face	NOUN
spir-12156	13	4	of	of	ADP
spir-12156	13	5	these	these	DET
spir-12156	13	6	and	and	CCONJ
spir-12156	13	7	other	other	ADJ
spir-12156	13	8	controversies	controversy	NOUN
spir-12156	13	9	,	,	PUNCT
spir-12156	13	10	public	public	ADJ
spir-12156	13	11	apologies	apology	NOUN
spir-12156	13	12	and	and	CCONJ
spir-12156	13	13	expressions	expression	NOUN
spir-12156	13	14	of	of	ADP
spir-12156	13	15	remorse	remorse	NOUN
spir-12156	13	16	by	by	ADP
spir-12156	13	17	online	online	ADJ
spir-12156	13	18	platforms	platform	NOUN
spir-12156	13	19	and	and	CCONJ
spir-12156	13	20	their	their	PRON
spir-12156	13	21	representatives	representative	NOUN
spir-12156	13	22	—	—	PUNCT
spir-12156	13	23	what	what	PRON
spir-12156	13	24	we	we	PRON
spir-12156	13	25	call	call	VERB
spir-12156	13	26	“	"	PUNCT
spir-12156	13	27	platform	platform	NOUN
spir-12156	13	28	apologies”—have	apologies”—have	AUX
spir-12156	13	29	become	become	VERB
spir-12156	13	30	a	a	DET
spir-12156	13	31	staple	staple	NOUN
spir-12156	13	32	of	of	ADP
spir-12156	13	33	technology	technology	NOUN
spir-12156	13	34	company	company	NOUN
spir-12156	13	35	communications	communication	NOUN
spir-12156	13	36	.	.	PUNCT
spir-12156	14	1	for	for	ADP
spir-12156	14	2	online	online	ADJ
spir-12156	14	3	platforms	platform	NOUN
spir-12156	14	4	,	,	PUNCT
spir-12156	14	5	public	public	ADJ
spir-12156	14	6	apologies	apology	NOUN
spir-12156	14	7	seek	seek	VERB
spir-12156	14	8	to	to	PART
spir-12156	14	9	address	address	VERB
spir-12156	14	10	and	and	CCONJ
spir-12156	14	11	reconcile	reconcile	ADJ
spir-12156	14	12	instances	instance	NOUN
spir-12156	14	13	of	of	ADP
spir-12156	14	14	harm	harm	NOUN
spir-12156	14	15	or	or	CCONJ
spir-12156	14	16	violence	violence	NOUN
spir-12156	14	17	that	that	PRON
spir-12156	14	18	threaten	threaten	VERB
spir-12156	14	19	(	(	PUNCT
spir-12156	14	20	or	or	CCONJ
spir-12156	14	21	,	,	PUNCT
spir-12156	14	22	worse	bad	ADJ
spir-12156	14	23	,	,	PUNCT
spir-12156	14	24	reveal	reveal	VERB
spir-12156	14	25	as	as	ADP
spir-12156	14	26	empty	empty	ADJ
spir-12156	14	27	)	)	PUNCT
spir-12156	14	28	the	the	DET
spir-12156	14	29	values	value	NOUN
spir-12156	14	30	,	,	PUNCT
spir-12156	14	31	ideals	ideal	NOUN
spir-12156	14	32	,	,	PUNCT
spir-12156	14	33	and	and	CCONJ
spir-12156	14	34	commitments	commitment	NOUN
spir-12156	14	35	through	through	ADP
spir-12156	14	36	which	which	PRON
spir-12156	14	37	a	a	DET
spir-12156	14	38	platform	platform	NOUN
spir-12156	14	39	constructs	construct	NOUN
spir-12156	14	40	and	and	CCONJ
spir-12156	14	41	maintains	maintain	VERB
spir-12156	14	42	its	its	PRON
spir-12156	14	43	credibility	credibility	NOUN
spir-12156	14	44	—	—	PUNCT
spir-12156	14	45	for	for	ADP
spir-12156	14	46	instance	instance	NOUN
spir-12156	14	47	,	,	PUNCT
spir-12156	14	48	with	with	ADP
spir-12156	14	49	users	user	NOUN
spir-12156	14	50	,	,	PUNCT
spir-12156	14	51	investors	investor	NOUN
spir-12156	14	52	,	,	PUNCT
spir-12156	14	53	or	or	CCONJ
spir-12156	14	54	regulators	regulator	NOUN
spir-12156	14	55	.	.	PUNCT
spir-12156	15	1	in	in	ADP
spir-12156	15	2	this	this	DET
spir-12156	15	3	way	way	NOUN
spir-12156	15	4	,	,	PUNCT
spir-12156	15	5	apologies	apology	NOUN
spir-12156	15	6	constitute	constitute	VERB
spir-12156	15	7	a	a	DET
spir-12156	15	8	“	"	PUNCT
spir-12156	15	9	discursive	discursive	ADJ
spir-12156	15	10	performance	performance	NOUN
spir-12156	15	11	”	"	PUNCT
spir-12156	15	12	(	(	PUNCT
spir-12156	15	13	gillespie	gillespie	PROPN
spir-12156	15	14	,	,	PUNCT
spir-12156	15	15	2019	2019	NUM
spir-12156	15	16	,	,	PUNCT
spir-12156	15	17	p.	p.	NOUN
spir-12156	15	18	45	45	NUM
spir-12156	15	19	-	-	SYM
spir-12156	15	20	47	47	NUM
spir-12156	15	21	)	)	PUNCT
spir-12156	15	22	that	that	PRON
spir-12156	15	23	reproduces	reproduce	VERB
spir-12156	15	24	a	a	DET
spir-12156	15	25	given	give	VERB
spir-12156	15	26	platform	platform	NOUN
spir-12156	15	27	’s	’s	PART
spir-12156	15	28	ideals	ideal	NOUN
spir-12156	15	29	after	after	ADP
spir-12156	15	30	encounters	encounter	NOUN
spir-12156	15	31	with	with	ADP
spir-12156	15	32	the	the	DET
spir-12156	15	33	messy	messy	ADJ
spir-12156	15	34	and	and	CCONJ
spir-12156	15	35	sometimes	sometimes	ADV
spir-12156	15	36	violent	violent	ADJ
spir-12156	15	37	social	social	ADJ
spir-12156	15	38	realities	reality	NOUN
spir-12156	15	39	of	of	ADP
spir-12156	15	40	its	its	PRON
spir-12156	15	41	production	production	NOUN
spir-12156	15	42	and	and	CCONJ
spir-12156	15	43	use	use	NOUN
spir-12156	15	44	.	.	PUNCT
spir-12156	16	1	notable	notable	ADJ
spir-12156	16	2	examples	example	NOUN
spir-12156	16	3	include	include	VERB
spir-12156	16	4	twitter	twitter	PROPN
spir-12156	16	5	ex	ex	PROPN
spir-12156	16	6	-	-	PROPN
spir-12156	16	7	ceo	ceo	PROPN
spir-12156	16	8	dic	dic	PROPN
spir-12156	16	9	costolo	costolo	PROPN
spir-12156	16	10	’s	’s	PART
spir-12156	16	11	leaked	leak	VERB
spir-12156	16	12	2015	2015	NUM
spir-12156	16	13	admission	admission	NOUN
spir-12156	16	14	that	that	SCONJ
spir-12156	16	15	“	"	PUNCT
spir-12156	16	16	we	we	PRON
spir-12156	16	17	suck	suck	VERB
spir-12156	16	18	at	at	ADP
spir-12156	16	19	dealing	deal	VERB
spir-12156	16	20	abuse	abuse	NOUN
spir-12156	16	21	”	"	PUNCT
spir-12156	16	22	(	(	PUNCT
spir-12156	16	23	tiku	tiku	PROPN
spir-12156	16	24	&	&	CCONJ
spir-12156	16	25	newton	newton	PROPN
spir-12156	16	26	,	,	PUNCT
spir-12156	16	27	2015	2015	NUM
spir-12156	16	28	)	)	PUNCT
spir-12156	16	29	and	and	CCONJ
spir-12156	16	30	facebook	facebook	PROPN
spir-12156	16	31	ceo	ceo	PROPN
spir-12156	16	32	mark	mark	PROPN
spir-12156	16	33	zuckerberg	zuckerberg	PROPN
spir-12156	16	34	’s	’s	PART
spir-12156	16	35	“	"	PUNCT
spir-12156	16	36	many	many	ADJ
spir-12156	16	37	mea	mea	NOUN
spir-12156	16	38	culpas	culpa	NOUN
spir-12156	16	39	”	"	PUNCT
spir-12156	16	40	(	(	PUNCT
spir-12156	16	41	proferes	profere	NOUN
spir-12156	16	42	,	,	PUNCT
spir-12156	16	43	2018	2018	NUM
spir-12156	16	44	)	)	PUNCT
spir-12156	16	45	.	.	PUNCT
spir-12156	17	1	such	such	ADJ
spir-12156	17	2	routine	routine	ADJ
spir-12156	17	3	corporate	corporate	ADJ
spir-12156	17	4	apologies	apology	NOUN
spir-12156	17	5	have	have	AUX
spir-12156	17	6	become	become	VERB
spir-12156	17	7	so	so	ADV
spir-12156	17	8	ubiquitous	ubiquitous	ADJ
spir-12156	17	9	that	that	SCONJ
spir-12156	17	10	they	they	PRON
spir-12156	17	11	have	have	AUX
spir-12156	17	12	fueled	fuel	VERB
spir-12156	17	13	an	an	DET
spir-12156	17	14	entire	entire	ADJ
spir-12156	17	15	genre	genre	NOUN
spir-12156	17	16	of	of	ADP
spir-12156	17	17	satire	satire	NOUN
spir-12156	17	18	centered	center	VERB
spir-12156	17	19	on	on	ADP
spir-12156	17	20	“	"	PUNCT
spir-12156	17	21	fauxpologies	fauxpologie	NOUN
spir-12156	17	22	”	"	PUNCT
spir-12156	17	23	(	(	PUNCT
spir-12156	17	24	nguyen	nguyen	NOUN
spir-12156	17	25	,	,	PUNCT
spir-12156	17	26	2019	2019	NUM
spir-12156	17	27	)	)	PUNCT
spir-12156	17	28	.	.	PUNCT
spir-12156	18	1	more	more	ADJ
spir-12156	18	2	than	than	ADP
spir-12156	18	3	hollow	hollow	ADJ
spir-12156	18	4	rhetoric	rhetoric	NOUN
spir-12156	18	5	,	,	PUNCT
spir-12156	18	6	however	however	ADV
spir-12156	18	7	,	,	PUNCT
spir-12156	18	8	platform	platform	NOUN
spir-12156	18	9	apologies	apology	NOUN
spir-12156	18	10	are	be	AUX
spir-12156	18	11	central	central	ADJ
spir-12156	18	12	to	to	ADP
spir-12156	18	13	the	the	DET
spir-12156	18	14	construction	construction	NOUN
spir-12156	18	15	of	of	ADP
spir-12156	18	16	platforms	platform	NOUN
spir-12156	18	17	’	'	PUNCT
spir-12156	18	18	social	social	ADJ
spir-12156	18	19	and	and	CCONJ
spir-12156	18	20	political	political	ADJ
spir-12156	18	21	legitimacy	legitimacy	NOUN
spir-12156	18	22	.	.	PUNCT
spir-12156	19	1	as	as	SCONJ
spir-12156	19	2	feminist	feminist	PROPN
spir-12156	19	3	theorist	theorist	NOUN
spir-12156	19	4	sara	sara	PROPN
spir-12156	19	5	ahmed	ahmed	PROPN
spir-12156	19	6	(	(	PUNCT
spir-12156	19	7	2014	2014	NUM
spir-12156	19	8	)	)	PUNCT
spir-12156	19	9	has	have	AUX
spir-12156	19	10	shown	show	VERB
spir-12156	19	11	,	,	PUNCT
spir-12156	19	12	apologies	apology	NOUN
spir-12156	19	13	and	and	CCONJ
spir-12156	19	14	attendant	attendant	ADJ
spir-12156	19	15	expressions	expression	NOUN
spir-12156	19	16	of	of	ADP
spir-12156	19	17	shame	shame	NOUN
spir-12156	19	18	,	,	PUNCT
spir-12156	19	19	regret	regret	NOUN
spir-12156	19	20	,	,	PUNCT
spir-12156	19	21	or	or	CCONJ
spir-12156	19	22	remorse	remorse	NOUN
spir-12156	19	23	are	be	AUX
spir-12156	19	24	integral	integral	ADJ
spir-12156	19	25	to	to	ADP
spir-12156	19	26	the	the	DET
spir-12156	19	27	reproduction	reproduction	NOUN
spir-12156	19	28	of	of	ADP
spir-12156	19	29	cultural	cultural	ADJ
spir-12156	19	30	ideals	ideal	NOUN
spir-12156	19	31	and	and	CCONJ
spir-12156	19	32	social	social	ADJ
spir-12156	19	33	hierarchies	hierarchy	NOUN
spir-12156	19	34	.	.	PUNCT
spir-12156	20	1	by	by	ADP
spir-12156	20	2	exhibiting	exhibit	VERB
spir-12156	20	3	remorse	remorse	NOUN
spir-12156	20	4	,	,	PUNCT
spir-12156	20	5	dominant	dominant	ADJ
spir-12156	20	6	subjects	subject	NOUN
spir-12156	20	7	—	—	PUNCT
spir-12156	20	8	from	from	ADP
spir-12156	20	9	individuals	individual	NOUN
spir-12156	20	10	to	to	ADP
spir-12156	20	11	the	the	DET
spir-12156	20	12	state	state	NOUN
spir-12156	20	13	—	—	PUNCT
spir-12156	20	14	can	can	AUX
spir-12156	20	15	perversely	perversely	ADV
spir-12156	20	16	convert	convert	VERB
spir-12156	20	17	the	the	DET
spir-12156	20	18	failure	failure	NOUN
spir-12156	20	19	to	to	PART
spir-12156	20	20	live	live	VERB
spir-12156	20	21	up	up	ADP
spir-12156	20	22	to	to	ADP
spir-12156	20	23	an	an	DET
spir-12156	20	24	ideal	ideal	NOUN
spir-12156	20	25	into	into	ADP
spir-12156	20	26	a	a	DET
spir-12156	20	27	successful	successful	ADJ
spir-12156	20	28	realization	realization	NOUN
spir-12156	20	29	of	of	ADP
spir-12156	20	30	that	that	DET
spir-12156	20	31	ideal	ideal	NOUN
spir-12156	20	32	.	.	PUNCT
spir-12156	21	1	for	for	ADP
spir-12156	21	2	example	example	NOUN
spir-12156	21	3	,	,	PUNCT
spir-12156	21	4	platforms	platform	VERB
spir-12156	21	5	that	that	PRON
spir-12156	21	6	inflict	inflict	VERB
spir-12156	21	7	or	or	CCONJ
spir-12156	21	8	enable	enable	ADJ
spir-12156	21	9	harm	harm	NOUN
spir-12156	21	10	are	be	AUX
spir-12156	21	11	often	often	ADV
spir-12156	21	12	able	able	ADJ
spir-12156	21	13	to	to	PART
spir-12156	21	14	convert	convert	VERB
spir-12156	21	15	failure	failure	NOUN
spir-12156	21	16	(	(	PUNCT
spir-12156	21	17	i.e.	i.e.	X
spir-12156	21	18	,	,	PUNCT
spir-12156	21	19	harm	harm	NOUN
spir-12156	21	20	)	)	PUNCT
spir-12156	21	21	into	into	ADP
spir-12156	21	22	success	success	NOUN
spir-12156	21	23	by	by	ADP
spir-12156	21	24	expressing	express	VERB
spir-12156	21	25	remorse	remorse	NOUN
spir-12156	21	26	;	;	PUNCT
spir-12156	21	27	after	after	ADV
spir-12156	21	28	all	all	ADV
spir-12156	21	29	,	,	PUNCT
spir-12156	21	30	one	one	PRON
spir-12156	21	31	could	could	AUX
spir-12156	21	32	not	not	PART
spir-12156	21	33	be	be	AUX
spir-12156	21	34	remorseful	remorseful	ADJ
spir-12156	21	35	unless	unless	SCONJ
spir-12156	21	36	one	one	NUM
spir-12156	21	37	was	be	AUX
spir-12156	21	38	committed	commit	VERB
spir-12156	21	39	to	to	ADP
spir-12156	21	40	not	not	PART
spir-12156	21	41	inflicting	inflict	VERB
spir-12156	21	42	harm	harm	NOUN
spir-12156	21	43	in	in	ADP
spir-12156	21	44	the	the	DET
spir-12156	21	45	first	first	ADJ
spir-12156	21	46	place	place	NOUN
spir-12156	21	47	.	.	PUNCT
spir-12156	22	1	by	by	ADP
spir-12156	22	2	apologizing	apologize	VERB
spir-12156	22	3	,	,	PUNCT
spir-12156	22	4	“	"	PUNCT
spir-12156	22	5	a	a	DET
spir-12156	22	6	subject	subject	NOUN
spir-12156	22	7	can	can	AUX
spir-12156	22	8	demonstrate	demonstrate	VERB
spir-12156	22	9	they	they	PRON
spir-12156	22	10	are	be	AUX
spir-12156	22	11	ideal	ideal	ADJ
spir-12156	22	12	subjects”—that	subjects”—that	PRON
spir-12156	22	13	is	be	AUX
spir-12156	22	14	,	,	PUNCT
spir-12156	22	15	a	a	DET
spir-12156	22	16	subject	subject	NOUN
spir-12156	22	17	that	that	PRON
spir-12156	22	18	holds	hold	VERB
spir-12156	22	19	the	the	DET
spir-12156	22	20	ideals	ideal	NOUN
spir-12156	22	21	that	that	PRON
spir-12156	22	22	necessitated	necessitate	VERB
spir-12156	22	23	an	an	DET
spir-12156	22	24	apology	apology	NOUN
spir-12156	22	25	(	(	PUNCT
spir-12156	22	26	ahmed	ahmed	PROPN
spir-12156	22	27	,	,	PUNCT
spir-12156	22	28	2014	2014	NUM
spir-12156	22	29	,	,	PUNCT
spir-12156	22	30	p.	p.	NOUN
spir-12156	22	31	109	109	NUM
spir-12156	22	32	)	)	PUNCT
spir-12156	22	33	.	.	PUNCT
spir-12156	23	1	method	method	NOUN
spir-12156	23	2	whereas	whereas	SCONJ
spir-12156	23	3	research	research	NOUN
spir-12156	23	4	in	in	ADP
spir-12156	23	5	rhetoric	rhetoric	NOUN
spir-12156	23	6	has	have	AUX
spir-12156	23	7	focused	focus	VERB
spir-12156	23	8	on	on	ADP
spir-12156	23	9	the	the	DET
spir-12156	23	10	structure	structure	NOUN
spir-12156	23	11	of	of	ADP
spir-12156	23	12	corporate	corporate	ADJ
spir-12156	23	13	/	/	SYM
spir-12156	23	14	official	official	ADJ
spir-12156	23	15	apologies	apology	NOUN
spir-12156	23	16	generally	generally	ADV
spir-12156	23	17	(	(	PUNCT
spir-12156	23	18	e.g.	e.g.	ADV
spir-12156	23	19	,	,	PUNCT
spir-12156	23	20	scher	scher	PROPN
spir-12156	23	21	&	&	CCONJ
spir-12156	23	22	darley	darley	PROPN
spir-12156	23	23	,	,	PUNCT
spir-12156	23	24	1997	1997	NUM
spir-12156	23	25	;	;	PUNCT
spir-12156	23	26	villadsen	villadsen	NOUN
spir-12156	23	27	,	,	PUNCT
spir-12156	23	28	2008	2008	NUM
spir-12156	23	29	)	)	PUNCT
spir-12156	23	30	,	,	PUNCT
spir-12156	23	31	we	we	PRON
spir-12156	23	32	use	use	VERB
spir-12156	23	33	discourse	discourse	NOUN
spir-12156	23	34	analysis	analysis	NOUN
spir-12156	23	35	(	(	PUNCT
spir-12156	23	36	johnstone	johnstone	NOUN
spir-12156	23	37	,	,	PUNCT
spir-12156	23	38	2008	2008	NUM
spir-12156	23	39	)	)	PUNCT
spir-12156	23	40	for	for	ADP
spir-12156	23	41	its	its	PRON
spir-12156	23	42	attention	attention	NOUN
spir-12156	23	43	to	to	ADP
spir-12156	23	44	language	language	NOUN
spir-12156	23	45	in	in	ADP
spir-12156	23	46	context	context	NOUN
spir-12156	23	47	and	and	CCONJ
spir-12156	23	48	,	,	PUNCT
spir-12156	23	49	in	in	ADP
spir-12156	23	50	particular	particular	ADJ
spir-12156	23	51	,	,	PUNCT
spir-12156	23	52	its	its	PRON
spir-12156	23	53	role	role	NOUN
spir-12156	23	54	in	in	ADP
spir-12156	23	55	constructing	construct	VERB
spir-12156	23	56	social	social	ADJ
spir-12156	23	57	actors	actor	NOUN
spir-12156	23	58	and	and	CCONJ
spir-12156	23	59	cultural	cultural	ADJ
spir-12156	23	60	values	value	NOUN
spir-12156	23	61	,	,	PUNCT
spir-12156	23	62	defining	define	VERB
spir-12156	23	63	their	their	PRON
spir-12156	23	64	relationships	relationship	NOUN
spir-12156	23	65	,	,	PUNCT
spir-12156	23	66	and	and	CCONJ
spir-12156	23	67	assigning	assign	VERB
spir-12156	23	68	responsibility	responsibility	NOUN
spir-12156	23	69	.	.	PUNCT
spir-12156	24	1	by	by	ADP
spir-12156	24	2	narrowing	narrow	VERB
spir-12156	24	3	our	our	PRON
spir-12156	24	4	analysis	analysis	NOUN
spir-12156	24	5	to	to	ADP
spir-12156	24	6	three	three	NUM
spir-12156	24	7	statements	statement	NOUN
spir-12156	24	8	,	,	PUNCT
spir-12156	24	9	we	we	PRON
spir-12156	24	10	are	be	AUX
spir-12156	24	11	able	able	ADJ
spir-12156	24	12	to	to	PART
spir-12156	24	13	account	account	VERB
spir-12156	24	14	for	for	ADP
spir-12156	24	15	each	each	DET
spir-12156	24	16	one	one	NUM
spir-12156	24	17	in	in	ADP
spir-12156	24	18	context	context	NOUN
spir-12156	24	19	;	;	PUNCT
spir-12156	24	20	practically	practically	ADV
spir-12156	24	21	,	,	PUNCT
spir-12156	24	22	it	it	PRON
spir-12156	24	23	allows	allow	VERB
spir-12156	24	24	for	for	ADP
spir-12156	24	25	richer	rich	ADJ
spir-12156	24	26	description	description	NOUN
spir-12156	24	27	of	of	ADP
spir-12156	24	28	the	the	DET
spir-12156	24	29	context	context	NOUN
spir-12156	24	30	and	and	CCONJ
spir-12156	24	31	dynamics	dynamic	NOUN
spir-12156	24	32	of	of	ADP
spir-12156	24	33	the	the	DET
spir-12156	24	34	events	event	NOUN
spir-12156	24	35	that	that	PRON
spir-12156	24	36	both	both	PRON
spir-12156	24	37	precipitated	precipitate	VERB
spir-12156	24	38	and	and	CCONJ
spir-12156	24	39	followed	follow	VERB
spir-12156	24	40	each	each	DET
spir-12156	24	41	apology	apology	NOUN
spir-12156	24	42	.	.	PUNCT
spir-12156	25	1	preliminary	preliminary	ADJ
spir-12156	25	2	findings	finding	NOUN
spir-12156	25	3	as	as	ADP
spir-12156	25	4	with	with	ADP
spir-12156	25	5	official	official	ADJ
spir-12156	25	6	and	and	CCONJ
spir-12156	25	7	corporate	corporate	ADJ
spir-12156	25	8	apologies	apology	NOUN
spir-12156	25	9	broadly	broadly	ADV
spir-12156	25	10	,	,	PUNCT
spir-12156	25	11	platform	platform	NOUN
spir-12156	25	12	apologies	apology	NOUN
spir-12156	25	13	set	set	VERB
spir-12156	25	14	normative	normative	ADJ
spir-12156	25	15	expectations	expectation	NOUN
spir-12156	25	16	;	;	PUNCT
spir-12156	25	17	they	they	PRON
spir-12156	25	18	“	"	PUNCT
spir-12156	25	19	tell	tell	VERB
spir-12156	25	20	us	we	PRON
spir-12156	25	21	what	what	PRON
spir-12156	25	22	to	to	PART
spir-12156	25	23	avoid	avoid	VERB
spir-12156	25	24	and	and	CCONJ
spir-12156	25	25	what	what	PRON
spir-12156	25	26	to	to	PART
spir-12156	25	27	strive	strive	VERB
spir-12156	25	28	for	for	ADP
spir-12156	25	29	"	"	PUNCT
spir-12156	25	30	(	(	PUNCT
spir-12156	25	31	villadsen	villadsen	ADJ
spir-12156	25	32	,	,	PUNCT
spir-12156	25	33	2008	2008	NUM
spir-12156	25	34	,	,	PUNCT
spir-12156	25	35	p.	p.	NOUN
spir-12156	25	36	3334	3334	NUM
spir-12156	25	37	)	)	PUNCT
spir-12156	25	38	.	.	PUNCT
spir-12156	26	1	they	they	PRON
spir-12156	26	2	reflect	reflect	VERB
spir-12156	26	3	“	"	PUNCT
spir-12156	26	4	shared	share	VERB
spir-12156	26	5	values	value	NOUN
spir-12156	26	6	”	"	PUNCT
spir-12156	26	7	that	that	PRON
spir-12156	26	8	the	the	DET
spir-12156	26	9	platform	platform	NOUN
spir-12156	26	10	,	,	PUNCT
spir-12156	26	11	employees	employee	NOUN
spir-12156	26	12	,	,	PUNCT
spir-12156	26	13	and	and	CCONJ
spir-12156	26	14	users	user	NOUN
spir-12156	26	15	are	be	AUX
spir-12156	26	16	either	either	ADV
spir-12156	26	17	expected	expect	VERB
spir-12156	26	18	to	to	PART
spir-12156	26	19	have	have	VERB
spir-12156	26	20	,	,	PUNCT
spir-12156	26	21	or	or	CCONJ
spir-12156	26	22	is	be	AUX
spir-12156	26	23	under	under	ADP
spir-12156	26	24	pressure	pressure	NOUN
spir-12156	26	25	to	to	PART
spir-12156	26	26	reinforce	reinforce	VERB
spir-12156	26	27	—	—	PUNCT
spir-12156	26	28	whether	whether	SCONJ
spir-12156	26	29	from	from	ADP
spir-12156	26	30	government	government	NOUN
spir-12156	26	31	,	,	PUNCT
spir-12156	26	32	activists	activist	NOUN
spir-12156	26	33	,	,	PUNCT
spir-12156	26	34	or	or	CCONJ
spir-12156	26	35	users	user	NOUN
spir-12156	26	36	.	.	PUNCT
spir-12156	27	1	though	though	SCONJ
spir-12156	27	2	a	a	DET
spir-12156	27	3	full	full	ADJ
spir-12156	27	4	discussion	discussion	NOUN
spir-12156	27	5	is	be	AUX
spir-12156	27	6	outside	outside	ADP
spir-12156	27	7	the	the	DET
spir-12156	27	8	scope	scope	NOUN
spir-12156	27	9	of	of	ADP
spir-12156	27	10	an	an	DET
spir-12156	27	11	extended	extended	ADJ
spir-12156	27	12	abstract	abstract	NOUN
spir-12156	27	13	,	,	PUNCT
spir-12156	27	14	two	two	NUM
spir-12156	27	15	early	early	ADJ
spir-12156	27	16	thematic	thematic	ADJ
spir-12156	27	17	findings	finding	NOUN
spir-12156	27	18	are	be	AUX
spir-12156	27	19	worth	worth	ADJ
spir-12156	27	20	mentioning	mention	VERB
spir-12156	27	21	:	:	PUNCT
spir-12156	27	22	empowerment	empowerment	NOUN
spir-12156	27	23	and	and	CCONJ
spir-12156	27	24	individual	individual	ADJ
spir-12156	27	25	responsibility	responsibility	NOUN
spir-12156	27	26	.	.	PUNCT
spir-12156	28	1	invariably	invariably	ADV
spir-12156	28	2	,	,	PUNCT
spir-12156	28	3	platforms	platform	NOUN
spir-12156	28	4	turn	turn	VERB
spir-12156	28	5	to	to	ADP
spir-12156	28	6	the	the	DET
spir-12156	28	7	language	language	NOUN
spir-12156	28	8	of	of	ADP
spir-12156	28	9	individual	individual	ADJ
spir-12156	28	10	empowerment	empowerment	NOUN
spir-12156	28	11	and	and	CCONJ
spir-12156	28	12	control	control	NOUN
spir-12156	28	13	to	to	PART
spir-12156	28	14	convey	convey	VERB
spir-12156	28	15	these	these	DET
spir-12156	28	16	values	value	NOUN
spir-12156	28	17	,	,	PUNCT
spir-12156	28	18	as	as	SCONJ
spir-12156	28	19	when	when	SCONJ
spir-12156	28	20	riot	riot	NOUN
spir-12156	28	21	games	game	NOUN
spir-12156	28	22	expressed	express	VERB
spir-12156	28	23	a	a	DET
spir-12156	28	24	desire	desire	NOUN
spir-12156	28	25	to	to	PART
spir-12156	28	26	make	make	VERB
spir-12156	28	27	community	community	NOUN
spir-12156	28	28	members	member	NOUN
spir-12156	28	29	“	"	PUNCT
spir-12156	28	30	feel	feel	VERB
spir-12156	28	31	safe	safe	ADJ
spir-12156	28	32	and	and	CCONJ
spir-12156	28	33	empowered	empower	VERB
spir-12156	28	34	to	to	PART
spir-12156	28	35	raise	raise	VERB
spir-12156	28	36	issues	issue	NOUN
spir-12156	28	37	”	"	PUNCT
spir-12156	28	38	or	or	CCONJ
spir-12156	28	39	when	when	SCONJ
spir-12156	28	40	pao	pao	PROPN
spir-12156	28	41	introduced	introduce	VERB
spir-12156	28	42	new	new	ADJ
spir-12156	28	43	tools	tool	NOUN
spir-12156	28	44	to	to	PART
spir-12156	28	45	give	give	VERB
spir-12156	28	46	reddit	reddit	NOUN
spir-12156	28	47	mods	mod	NOUN
spir-12156	28	48	more	more	ADJ
spir-12156	28	49	control	control	NOUN
spir-12156	28	50	over	over	ADP
spir-12156	28	51	site	site	NOUN
spir-12156	28	52	policies	policy	NOUN
spir-12156	28	53	.	.	PUNCT
spir-12156	29	1	despite	despite	SCONJ
spir-12156	29	2	the	the	DET
spir-12156	29	3	appeal	appeal	NOUN
spir-12156	29	4	to	to	ADP
spir-12156	29	5	shared	share	VERB
spir-12156	29	6	values	value	NOUN
spir-12156	29	7	,	,	PUNCT
spir-12156	29	8	the	the	DET
spir-12156	29	9	language	language	NOUN
spir-12156	29	10	of	of	ADP
spir-12156	29	11	empowerment	empowerment	NOUN
spir-12156	29	12	often	often	ADV
spir-12156	29	13	constructs	construct	VERB
spir-12156	29	14	culpability	culpability	NOUN
spir-12156	29	15	in	in	ADP
spir-12156	29	16	uneven	uneven	ADJ
spir-12156	29	17	ways	way	NOUN
spir-12156	29	18	.	.	PUNCT
spir-12156	30	1	for	for	ADP
spir-12156	30	2	example	example	NOUN
spir-12156	30	3	,	,	PUNCT
spir-12156	30	4	the	the	DET
spir-12156	30	5	onus	onus	NOUN
spir-12156	30	6	for	for	ADP
spir-12156	30	7	fixing	fix	VERB
spir-12156	30	8	hostile	hostile	ADJ
spir-12156	30	9	communities	community	NOUN
spir-12156	30	10	is	be	AUX
spir-12156	30	11	subtly	subtly	ADV
spir-12156	30	12	but	but	CCONJ
spir-12156	30	13	significantly	significantly	ADV
spir-12156	30	14	displaced	displace	VERB
spir-12156	30	15	onto	onto	ADP
spir-12156	30	16	the	the	DET
spir-12156	30	17	end	end	NOUN
spir-12156	30	18	user	user	NOUN
spir-12156	30	19	,	,	PUNCT
spir-12156	30	20	naming	name	VERB
spir-12156	30	21	them	they	PRON
spir-12156	30	22	as	as	ADP
spir-12156	30	23	the	the	DET
spir-12156	30	24	agents	agent	NOUN
spir-12156	30	25	who	who	PRON
spir-12156	30	26	are	be	AUX
spir-12156	30	27	best	well	ADV
spir-12156	30	28	-	-	PUNCT
spir-12156	30	29	situated	situated	ADJ
spir-12156	30	30	to	to	PART
spir-12156	30	31	employ	employ	VERB
spir-12156	30	32	the	the	DET
spir-12156	30	33	tools	tool	NOUN
spir-12156	30	34	given	give	VERB
spir-12156	30	35	to	to	ADP
spir-12156	30	36	them	they	PRON
spir-12156	30	37	by	by	ADP
spir-12156	30	38	the	the	DET
spir-12156	30	39	platform	platform	NOUN
spir-12156	30	40	(	(	PUNCT
spir-12156	30	41	as	as	ADP
spir-12156	30	42	with	with	ADP
spir-12156	30	43	new	new	ADJ
spir-12156	30	44	tools	tool	NOUN
spir-12156	30	45	for	for	ADP
spir-12156	30	46	reporting	report	VERB
spir-12156	30	47	issues	issue	NOUN
spir-12156	30	48	)	)	PUNCT
spir-12156	30	49	.	.	PUNCT
spir-12156	31	1	thus	thus	ADV
spir-12156	31	2	,	,	PUNCT
spir-12156	31	3	a	a	DET
spir-12156	31	4	field	field	NOUN
spir-12156	31	5	of	of	ADP
spir-12156	31	6	action	action	NOUN
spir-12156	31	7	is	be	AUX
spir-12156	31	8	created	create	VERB
spir-12156	31	9	that	that	SCONJ
spir-12156	31	10	heavily	heavily	ADV
spir-12156	31	11	weights	weight	VERB
spir-12156	31	12	the	the	DET
spir-12156	31	13	additive	additive	ADJ
spir-12156	31	14	acts	act	NOUN
spir-12156	31	15	of	of	ADP
spir-12156	31	16	monadic	monadic	ADJ
spir-12156	31	17	individuals	individual	NOUN
spir-12156	31	18	rather	rather	ADV
spir-12156	31	19	than	than	ADP
spir-12156	31	20	the	the	DET
spir-12156	31	21	multiplicative	multiplicative	ADJ
spir-12156	31	22	power	power	NOUN
spir-12156	31	23	of	of	ADP
spir-12156	31	24	moderators	moderator	NOUN
spir-12156	31	25	,	,	PUNCT
spir-12156	31	26	employees	employee	NOUN
spir-12156	31	27	,	,	PUNCT
spir-12156	31	28	users	user	NOUN
spir-12156	31	29	,	,	PUNCT
spir-12156	31	30	or	or	CCONJ
spir-12156	31	31	actors	actor	NOUN
spir-12156	31	32	in	in	ADP
spir-12156	31	33	context	context	NOUN
spir-12156	31	34	.	.	PUNCT
spir-12156	32	1	in	in	ADP
spir-12156	32	2	this	this	DET
spir-12156	32	3	way	way	NOUN
spir-12156	32	4	,	,	PUNCT
spir-12156	32	5	companies	company	NOUN
spir-12156	32	6	that	that	PRON
spir-12156	32	7	build	build	VERB
spir-12156	32	8	and	and	CCONJ
spir-12156	32	9	maintain	maintain	VERB
spir-12156	32	10	online	online	ADJ
spir-12156	32	11	platforms	platform	NOUN
spir-12156	32	12	use	use	VERB
spir-12156	32	13	apologies	apology	NOUN
spir-12156	32	14	to	to	PART
spir-12156	32	15	reassert	reassert	VERB
spir-12156	32	16	an	an	DET
spir-12156	32	17	order	order	NOUN
spir-12156	32	18	of	of	ADP
spir-12156	32	19	responsibility	responsibility	NOUN
spir-12156	32	20	that	that	PRON
spir-12156	32	21	subtly	subtly	ADV
spir-12156	32	22	offloads	offload	VERB
spir-12156	32	23	their	their	PRON
spir-12156	32	24	own	own	ADJ
spir-12156	32	25	—	—	PUNCT
spir-12156	32	26	or	or	CCONJ
spir-12156	32	27	,	,	PUNCT
spir-12156	32	28	as	as	SCONJ
spir-12156	32	29	kimberly	kimberly	PROPN
spir-12156	32	30	hall	hall	PROPN
spir-12156	32	31	(	(	PUNCT
spir-12156	32	32	2020	2020	NUM
spir-12156	32	33	)	)	PUNCT
spir-12156	32	34	describes	describe	VERB
spir-12156	32	35	,	,	PUNCT
spir-12156	32	36	apologies	apology	NOUN
spir-12156	32	37	function	function	VERB
spir-12156	32	38	as	as	ADP
spir-12156	32	39	“	"	PUNCT
spir-12156	32	40	a	a	DET
spir-12156	32	41	way	way	NOUN
spir-12156	32	42	to	to	PART
spir-12156	32	43	recapture	recapture	VERB
spir-12156	32	44	[	[	X
spir-12156	32	45	narrative	narrative	X
spir-12156	32	46	]	]	X
spir-12156	32	47	control	control	NOUN
spir-12156	32	48	”	"	PUNCT
spir-12156	32	49	(	(	PUNCT
spir-12156	32	50	p.	p.	NOUN
spir-12156	32	51	1	1	NUM
spir-12156	32	52	)	)	PUNCT
spir-12156	32	53	by	by	ADP
spir-12156	32	54	converting	convert	VERB
spir-12156	32	55	incidents	incident	NOUN
spir-12156	32	56	of	of	ADP
spir-12156	32	57	controversy	controversy	NOUN
spir-12156	32	58	or	or	CCONJ
spir-12156	32	59	harm	harm	NOUN
spir-12156	32	60	into	into	ADP
spir-12156	32	61	successful	successful	ADJ
spir-12156	32	62	reproductions	reproduction	NOUN
spir-12156	32	63	of	of	ADP
spir-12156	32	64	ideals	ideal	NOUN
spir-12156	32	65	of	of	ADP
spir-12156	32	66	individual	individual	ADJ
spir-12156	32	67	responsibility	responsibility	NOUN
spir-12156	32	68	.	.	PUNCT
spir-12156	33	1	conclusion	conclusion	NOUN
spir-12156	33	2	in	in	ADP
spir-12156	33	3	prescribing	prescribing	NOUN
spir-12156	33	4	action	action	NOUN
spir-12156	33	5	,	,	PUNCT
spir-12156	33	6	these	these	DET
spir-12156	33	7	apologies	apology	NOUN
spir-12156	33	8	offer	offer	VERB
spir-12156	33	9	rhetorical	rhetorical	ADJ
spir-12156	33	10	insight	insight	NOUN
spir-12156	33	11	into	into	ADP
spir-12156	33	12	the	the	DET
spir-12156	33	13	ways	way	NOUN
spir-12156	33	14	platforms	platform	NOUN
spir-12156	33	15	and	and	CCONJ
spir-12156	33	16	their	their	PRON
spir-12156	33	17	purveyors	purveyor	NOUN
spir-12156	33	18	conceive	conceive	VERB
spir-12156	33	19	of	of	ADP
spir-12156	33	20	,	,	PUNCT
spir-12156	33	21	arrange	arrange	NOUN
spir-12156	33	22	,	,	PUNCT
spir-12156	33	23	and	and	CCONJ
spir-12156	33	24	assign	assign	VERB
spir-12156	33	25	responsibility	responsibility	NOUN
spir-12156	33	26	to	to	ADP
spir-12156	33	27	different	different	ADJ
spir-12156	33	28	actors	actor	NOUN
spir-12156	33	29	and	and	CCONJ
spir-12156	33	30	features	feature	NOUN
spir-12156	33	31	of	of	ADP
spir-12156	33	32	a	a	DET
spir-12156	33	33	site	site	NOUN
spir-12156	33	34	,	,	PUNCT
spir-12156	33	35	including	include	VERB
spir-12156	33	36	(	(	PUNCT
spir-12156	33	37	but	but	CCONJ
spir-12156	33	38	not	not	PART
spir-12156	33	39	limited	limit	VERB
spir-12156	33	40	to	to	ADP
spir-12156	33	41	)	)	PUNCT
spir-12156	33	42	different	different	ADJ
spir-12156	33	43	kinds	kind	NOUN
spir-12156	33	44	of	of	ADP
spir-12156	33	45	users	user	NOUN
spir-12156	33	46	,	,	PUNCT
spir-12156	33	47	designers	designer	NOUN
spir-12156	33	48	and	and	CCONJ
spir-12156	33	49	developers	developer	NOUN
spir-12156	33	50	,	,	PUNCT
spir-12156	33	51	and	and	CCONJ
spir-12156	33	52	technical	technical	ADJ
spir-12156	33	53	features	feature	NOUN
spir-12156	33	54	of	of	ADP
spir-12156	33	55	a	a	DET
spir-12156	33	56	platform	platform	NOUN
spir-12156	33	57	.	.	PUNCT
spir-12156	34	1	accordingly	accordingly	ADV
spir-12156	34	2	,	,	PUNCT
spir-12156	34	3	platform	platform	NOUN
spir-12156	34	4	apologies	apology	NOUN
spir-12156	34	5	can	can	AUX
spir-12156	34	6	be	be	AUX
spir-12156	34	7	read	read	VERB
spir-12156	34	8	as	as	ADP
spir-12156	34	9	contact	contact	NOUN
spir-12156	34	10	points	point	NOUN
spir-12156	34	11	with	with	ADP
spir-12156	34	12	reality	reality	NOUN
spir-12156	34	13	that	that	PRON
spir-12156	34	14	reveal	reveal	VERB
spir-12156	34	15	something	something	PRON
spir-12156	34	16	crucial	crucial	ADJ
spir-12156	34	17	about	about	ADP
spir-12156	34	18	both	both	DET
spir-12156	34	19	platforms	platform	NOUN
spir-12156	34	20	’	'	PUNCT
spir-12156	34	21	cultural	cultural	ADJ
spir-12156	34	22	functions	function	NOUN
spir-12156	34	23	and	and	CCONJ
spir-12156	34	24	the	the	DET
spir-12156	34	25	values	value	NOUN
spir-12156	34	26	they	they	PRON
spir-12156	34	27	claim	claim	VERB
spir-12156	34	28	to	to	PART
spir-12156	34	29	hold	hold	VERB
spir-12156	34	30	—	—	PUNCT
spir-12156	34	31	annular	annular	ADJ
spir-12156	34	32	rings	ring	NOUN
spir-12156	34	33	in	in	ADP
spir-12156	34	34	the	the	DET
spir-12156	34	35	ongoing	ongoing	ADJ
spir-12156	34	36	development	development	NOUN
spir-12156	34	37	of	of	ADP
spir-12156	34	38	platforms	platform	NOUN
spir-12156	34	39	as	as	SCONJ
spir-12156	34	40	they	they	PRON
spir-12156	34	41	navigate	navigate	VERB
spir-12156	34	42	threats	threat	NOUN
spir-12156	34	43	to	to	ADP
spir-12156	34	44	their	their	PRON
spir-12156	34	45	legitimacy	legitimacy	NOUN
spir-12156	34	46	and	and	CCONJ
spir-12156	34	47	social	social	ADJ
spir-12156	34	48	,	,	PUNCT
spir-12156	34	49	political	political	ADJ
spir-12156	34	50	,	,	PUNCT
spir-12156	34	51	or	or	CCONJ
spir-12156	34	52	economic	economic	ADJ
spir-12156	34	53	position	position	NOUN
spir-12156	34	54	.	.	PUNCT
spir-12156	35	1	a	a	DET
spir-12156	35	2	discourse	discourse	NOUN
spir-12156	35	3	analysis	analysis	NOUN
spir-12156	35	4	approach	approach	NOUN
spir-12156	35	5	exposes	expose	VERB
spir-12156	35	6	the	the	DET
spir-12156	35	7	individualism	individualism	NOUN
spir-12156	35	8	at	at	ADP
spir-12156	35	9	the	the	DET
spir-12156	35	10	heart	heart	NOUN
spir-12156	35	11	of	of	ADP
spir-12156	35	12	these	these	DET
spir-12156	35	13	apologies	apology	NOUN
spir-12156	35	14	—	—	PUNCT
spir-12156	35	15	a	a	DET
spir-12156	35	16	close	close	ADJ
spir-12156	35	17	fit	fit	NOUN
spir-12156	35	18	with	with	ADP
spir-12156	35	19	a	a	DET
spir-12156	35	20	broader	broad	ADJ
spir-12156	35	21	neoliberal	neoliberal	ADJ
spir-12156	35	22	vision	vision	NOUN
spir-12156	35	23	of	of	ADP
spir-12156	35	24	corporate	corporate	ADJ
spir-12156	35	25	governance	governance	NOUN
spir-12156	35	26	that	that	PRON
spir-12156	35	27	takes	take	VERB
spir-12156	35	28	individual	individual	ADJ
spir-12156	35	29	empowerment	empowerment	NOUN
spir-12156	35	30	and	and	CCONJ
spir-12156	35	31	responsibility	responsibility	NOUN
spir-12156	35	32	as	as	ADP
spir-12156	35	33	an	an	DET
spir-12156	35	34	axiomatic	axiomatic	ADJ
spir-12156	35	35	solution	solution	NOUN
spir-12156	35	36	to	to	ADP
spir-12156	35	37	collective	collective	ADJ
spir-12156	35	38	and	and	CCONJ
spir-12156	35	39	distributed	distribute	VERB
spir-12156	35	40	social	social	ADJ
spir-12156	35	41	problems	problem	NOUN
spir-12156	35	42	.	.	PUNCT
spir-12156	36	1	references	reference	NOUN
spir-12156	36	2	ahmed	ahmed	PROPN
spir-12156	36	3	,	,	PUNCT
spir-12156	36	4	s.	s.	PROPN
spir-12156	36	5	(	(	PUNCT
spir-12156	36	6	2014	2014	NUM
spir-12156	36	7	)	)	PUNCT
spir-12156	36	8	.	.	PUNCT
spir-12156	37	1	the	the	DET
spir-12156	37	2	cultural	cultural	ADJ
spir-12156	37	3	politics	politic	NOUN
spir-12156	37	4	of	of	ADP
spir-12156	37	5	emotion	emotion	NOUN
spir-12156	37	6	.	.	PUNCT
spir-12156	38	1	edinburgh	edinburgh	PROPN
spir-12156	38	2	,	,	PUNCT
spir-12156	38	3	uk	uk	PROPN
spir-12156	38	4	:	:	PUNCT
spir-12156	38	5	edinburgh	edinburgh	PROPN
spir-12156	38	6	university	university	PROPN
spir-12156	38	7	press	press	NOUN
spir-12156	38	8	.	.	PUNCT
spir-12156	39	1	gibson	gibson	PROPN
spir-12156	39	2	,	,	PUNCT
spir-12156	39	3	a.	a.	NOUN
spir-12156	39	4	(	(	PUNCT
spir-12156	39	5	2019	2019	NUM
spir-12156	39	6	)	)	PUNCT
spir-12156	39	7	.	.	PUNCT
spir-12156	40	1	free	free	ADJ
spir-12156	40	2	speech	speech	NOUN
spir-12156	40	3	and	and	CCONJ
spir-12156	40	4	safe	safe	ADJ
spir-12156	40	5	spaces	space	NOUN
spir-12156	40	6	:	:	PUNCT
spir-12156	40	7	how	how	SCONJ
spir-12156	40	8	moderation	moderation	NOUN
spir-12156	40	9	policies	policy	NOUN
spir-12156	40	10	shape	shape	VERB
spir-12156	40	11	online	online	ADJ
spir-12156	40	12	discussion	discussion	NOUN
spir-12156	40	13	spaces	space	NOUN
spir-12156	40	14	.	.	PUNCT
spir-12156	41	1	social	social	ADJ
spir-12156	41	2	media	medium	NOUN
spir-12156	41	3	+	+	CCONJ
spir-12156	41	4	society	society	NOUN
spir-12156	41	5	,	,	PUNCT
spir-12156	41	6	5(1	5(1	NUM
spir-12156	41	7	)	)	PUNCT
spir-12156	41	8	,	,	PUNCT
spir-12156	41	9	1	1	NUM
spir-12156	41	10	-	-	SYM
spir-12156	41	11	15	15	NUM
spir-12156	41	12	.	.	PUNCT
spir-12156	41	13	gillespie	gillespie	PROPN
spir-12156	41	14	,	,	PUNCT
spir-12156	41	15	t.	t.	PROPN
spir-12156	41	16	(	(	PUNCT
spir-12156	41	17	2019	2019	NUM
spir-12156	41	18	)	)	PUNCT
spir-12156	41	19	.	.	PUNCT
spir-12156	42	1	custodians	custodian	NOUN
spir-12156	42	2	of	of	ADP
spir-12156	42	3	the	the	DET
spir-12156	42	4	internet	internet	NOUN
spir-12156	42	5	:	:	PUNCT
spir-12156	42	6	platforms	platform	NOUN
spir-12156	42	7	,	,	PUNCT
spir-12156	42	8	content	content	NOUN
spir-12156	42	9	moderation	moderation	NOUN
spir-12156	42	10	,	,	PUNCT
spir-12156	42	11	and	and	CCONJ
spir-12156	42	12	the	the	DET
spir-12156	42	13	hidden	hide	VERB
spir-12156	42	14	decisions	decision	NOUN
spir-12156	42	15	that	that	PRON
spir-12156	42	16	shape	shape	VERB
spir-12156	42	17	social	social	ADJ
spir-12156	42	18	media	medium	NOUN
spir-12156	42	19	.	.	PUNCT
spir-12156	43	1	new	new	ADJ
spir-12156	43	2	haven	haven	PROPN
spir-12156	43	3	,	,	PUNCT
spir-12156	43	4	ct	ct	PROPN
spir-12156	43	5	:	:	PUNCT
spir-12156	43	6	yale	yale	PROPN
spir-12156	43	7	university	university	PROPN
spir-12156	43	8	press	press	NOUN
spir-12156	43	9	.	.	PUNCT
spir-12156	44	1	hall	hall	PROPN
spir-12156	44	2	,	,	PUNCT
spir-12156	44	3	k.	k.	PROPN
spir-12156	44	4	(	(	PUNCT
spir-12156	44	5	2020	2020	NUM
spir-12156	44	6	)	)	PUNCT
spir-12156	44	7	.	.	PUNCT
spir-12156	45	1	public	public	ADJ
spir-12156	45	2	penitence	penitence	NOUN
spir-12156	45	3	:	:	PUNCT
spir-12156	45	4	facebook	facebook	NOUN
spir-12156	45	5	and	and	CCONJ
spir-12156	45	6	the	the	DET
spir-12156	45	7	performance	performance	NOUN
spir-12156	45	8	of	of	ADP
spir-12156	45	9	apology	apology	NOUN
spir-12156	45	10	.	.	PUNCT
spir-12156	46	1	social	social	ADJ
spir-12156	46	2	media	medium	NOUN
spir-12156	46	3	+	+	CCONJ
spir-12156	46	4	society	society	NOUN
spir-12156	46	5	,	,	PUNCT
spir-12156	46	6	6(2	6(2	NUM
spir-12156	46	7	)	)	PUNCT
spir-12156	46	8	,	,	PUNCT
spir-12156	46	9	1	1	NUM
spir-12156	46	10	-	-	SYM
spir-12156	46	11	10	10	NUM
spir-12156	46	12	.	.	PUNCT
spir-12156	47	1	johnstone	johnstone	PROPN
spir-12156	47	2	,	,	PUNCT
spir-12156	47	3	b.	b.	PROPN
spir-12156	47	4	(	(	PUNCT
spir-12156	47	5	2008	2008	NUM
spir-12156	47	6	)	)	PUNCT
spir-12156	47	7	.	.	PUNCT
spir-12156	48	1	discourse	discourse	NOUN
spir-12156	48	2	analysis	analysis	NOUN
spir-12156	48	3	(	(	PUNCT
spir-12156	48	4	2nd	2nd	ADJ
spir-12156	48	5	ed	ed	NOUN
spir-12156	48	6	.	.	PUNCT
spir-12156	48	7	)	)	PUNCT
spir-12156	48	8	.	.	PUNCT
spir-12156	49	1	oxford	oxford	PROPN
spir-12156	49	2	,	,	PUNCT
spir-12156	49	3	uk	uk	PROPN
spir-12156	49	4	:	:	PUNCT
spir-12156	49	5	blackwell	blackwell	PROPN
spir-12156	49	6	.	.	PUNCT
spir-12156	50	1	nguyen	nguyen	PROPN
spir-12156	50	2	,	,	PUNCT
spir-12156	50	3	t.	t.	PROPN
spir-12156	50	4	(	(	PUNCT
spir-12156	50	5	2019	2019	NUM
spir-12156	50	6	,	,	PUNCT
spir-12156	50	7	november	november	PROPN
spir-12156	50	8	14	14	NUM
spir-12156	50	9	)	)	PUNCT
spir-12156	50	10	.	.	PUNCT
spir-12156	51	1	why	why	SCONJ
spir-12156	51	2	are	be	AUX
spir-12156	51	3	brands	brand	NOUN
spir-12156	51	4	so	so	ADV
spir-12156	51	5	bad	bad	ADJ
spir-12156	51	6	at	at	ADP
spir-12156	51	7	apologizing	apologize	VERB
spir-12156	51	8	?	?	PUNCT
spir-12156	52	1	vox	vox	PROPN
spir-12156	52	2	.	.	PUNCT
spir-12156	53	1	proferes	profere	NOUN
spir-12156	53	2	,	,	PUNCT
spir-12156	53	3	n.	n.	NOUN
spir-12156	53	4	(	(	PUNCT
spir-12156	53	5	2018	2018	NUM
spir-12156	53	6	,	,	PUNCT
spir-12156	53	7	march	march	PROPN
spir-12156	53	8	22	22	NUM
spir-12156	53	9	)	)	PUNCT
spir-12156	53	10	.	.	PUNCT
spir-12156	54	1	the	the	DET
spir-12156	54	2	many	many	ADJ
spir-12156	54	3	mea	mea	NOUN
spir-12156	54	4	culpas	culpa	NOUN
spir-12156	54	5	of	of	ADP
spir-12156	54	6	mark	mark	PROPN
spir-12156	54	7	zuckerberg	zuckerberg	PROPN
spir-12156	54	8	.	.	PUNCT
spir-12156	54	9	slate	slate	PROPN
spir-12156	54	10	.	.	PUNCT
spir-12156	55	1	https://slate.com/technology/2018/03/mark-zuckerbergs-long-history-of-meaculpas.html	https://slate.com/technology/2018/03/mark-zuckerbergs-long-history-of-meaculpas.html	PROPN
spir-12156	55	2	scher	scher	PROPN
spir-12156	55	3	,	,	PUNCT
spir-12156	55	4	s.j	s.j	PROPN
spir-12156	55	5	.	.	PROPN
spir-12156	55	6	,	,	PUNCT
spir-12156	55	7	darley	darley	PROPN
spir-12156	55	8	,	,	PUNCT
spir-12156	55	9	j.m	j.m	PROPN
spir-12156	55	10	.	.	PROPN
spir-12156	55	11	(	(	PUNCT
spir-12156	55	12	1997	1997	NUM
spir-12156	55	13	)	)	PUNCT
spir-12156	55	14	.	.	PUNCT
spir-12156	56	1	how	how	SCONJ
spir-12156	56	2	effective	effective	ADJ
spir-12156	56	3	are	be	AUX
spir-12156	56	4	the	the	DET
spir-12156	56	5	things	thing	NOUN
spir-12156	56	6	people	people	NOUN
spir-12156	56	7	say	say	VERB
spir-12156	56	8	to	to	PART
spir-12156	56	9	apologize	apologize	VERB
spir-12156	56	10	?	?	PUNCT
spir-12156	57	1	effects	effect	NOUN
spir-12156	57	2	of	of	ADP
spir-12156	57	3	the	the	DET
spir-12156	57	4	realization	realization	NOUN
spir-12156	57	5	of	of	ADP
spir-12156	57	6	the	the	DET
spir-12156	57	7	apology	apology	NOUN
spir-12156	57	8	speech	speech	NOUN
spir-12156	57	9	act	act	PROPN
spir-12156	57	10	.	.	PUNCT
spir-12156	58	1	journal	journal	PROPN
spir-12156	58	2	of	of	ADP
spir-12156	58	3	psycholinguistic	psycholinguistic	ADJ
spir-12156	58	4	research	research	NOUN
spir-12156	58	5	,	,	PUNCT
spir-12156	58	6	26	26	NUM
spir-12156	58	7	,	,	PUNCT
spir-12156	58	8	127–140	127–140	NUM
spir-12156	58	9	.	.	PUNCT
spir-12156	59	1	tiku	tiku	NOUN
spir-12156	59	2	,	,	PUNCT
spir-12156	59	3	n.	n.	PROPN
spir-12156	59	4	&	&	CCONJ
spir-12156	59	5	newton	newton	PROPN
spir-12156	59	6	,	,	PUNCT
spir-12156	59	7	c.	c.	PROPN
spir-12156	59	8	(	(	PUNCT
spir-12156	59	9	2015	2015	NUM
spir-12156	59	10	,	,	PUNCT
spir-12156	59	11	february	february	PROPN
spir-12156	59	12	4	4	NUM
spir-12156	59	13	)	)	PUNCT
spir-12156	59	14	.	.	PUNCT
spir-12156	60	1	twitter	twitter	PROPN
spir-12156	60	2	ceo	ceo	PROPN
spir-12156	60	3	:	:	PUNCT
spir-12156	60	4	'	'	PUNCT
spir-12156	60	5	we	we	PRON
spir-12156	60	6	suck	suck	VERB
spir-12156	60	7	at	at	ADP
spir-12156	60	8	dealing	deal	VERB
spir-12156	60	9	with	with	ADP
spir-12156	60	10	abuse	abuse	NOUN
spir-12156	60	11	'	'	PUNCT
spir-12156	60	12	.	.	PUNCT
spir-12156	61	1	the	the	DET
spir-12156	61	2	verge	verge	NOUN
spir-12156	61	3	.	.	PUNCT
spir-12156	62	1	https://www.theverge.com/2015/2/4/7982099/twitter-ceo-sent-memotaking-personal-responsibility-for-the	https://www.theverge.com/2015/2/4/7982099/twitter-ceo-sent-memotaking-personal-responsibility-for-the	DET
spir-12156	62	2	villadsen	villadsen	PROPN
spir-12156	62	3	,	,	PUNCT
spir-12156	62	4	l.	l.	PROPN
spir-12156	62	5	s.	s.	PROPN
spir-12156	62	6	(	(	PUNCT
spir-12156	62	7	2008	2008	NUM
spir-12156	62	8	)	)	PUNCT
spir-12156	62	9	.	.	PUNCT
spir-12156	63	1	speaking	speak	VERB
spir-12156	63	2	on	on	ADP
spir-12156	63	3	behalf	behalf	NOUN
spir-12156	63	4	of	of	ADP
spir-12156	63	5	others	other	NOUN
spir-12156	63	6	:	:	PUNCT
spir-12156	63	7	rhetorical	rhetorical	ADJ
spir-12156	63	8	agency	agency	NOUN
spir-12156	63	9	and	and	CCONJ
spir-12156	63	10	epideictic	epideictic	ADJ
spir-12156	63	11	functions	function	NOUN
spir-12156	63	12	in	in	ADP
spir-12156	63	13	official	official	ADJ
spir-12156	63	14	apologies	apology	NOUN
spir-12156	63	15	.	.	PUNCT
spir-12156	64	1	rhetoric	rhetoric	NOUN
spir-12156	64	2	society	society	PROPN
spir-12156	64	3	quarterly	quarterly	ADV
spir-12156	64	4	,	,	PUNCT
spir-12156	64	5	38(1	38(1	PROPN
spir-12156	64	6	)	)	PUNCT
spir-12156	64	7	,	,	PUNCT
spir-12156	64	8	25	25	NUM
spir-12156	64	9	-	-	SYM
spir-12156	64	10	45	45	NUM
spir-12156	64	11	.	.	PUNCT