id	sid	tid	token	lemma	pos
spir-10030	1	1	selected	select	VERB
spir-10030	1	2	papers	paper	NOUN
spir-10030	1	3	of	of	ADP
spir-10030	1	4	#	#	SYM
spir-10030	1	5	aoir2017	aoir2017	NOUN
spir-10030	1	6	:	:	PUNCT
spir-10030	1	7	the	the	DET
spir-10030	1	8	18th	18th	ADJ
spir-10030	1	9	annual	annual	ADJ
spir-10030	1	10	conference	conference	NOUN
spir-10030	1	11	of	of	ADP
spir-10030	1	12	the	the	DET
spir-10030	1	13	association	association	NOUN
spir-10030	1	14	of	of	ADP
spir-10030	1	15	internet	internet	NOUN
spir-10030	1	16	researchers	researcher	NOUN
spir-10030	1	17	tartu	tartu	PROPN
spir-10030	1	18	,	,	PUNCT
spir-10030	1	19	estonia	estonia	PROPN
spir-10030	1	20	/	/	SYM
spir-10030	1	21	18	18	NUM
spir-10030	1	22	-	-	SYM
spir-10030	1	23	21	21	NUM
spir-10030	1	24	october	october	PROPN
spir-10030	1	25	2017	2017	NUM
spir-10030	1	26	tiidenberg	tiidenberg	PROPN
spir-10030	1	27	,	,	PUNCT
spir-10030	1	28	k.	k.	PROPN
spir-10030	1	29	,	,	PUNCT
spir-10030	1	30	markham	markham	PROPN
spir-10030	1	31	,	,	PUNCT
spir-10030	1	32	a.	a.	PROPN
spir-10030	1	33	,	,	PUNCT
spir-10030	1	34	schreiber	schreiber	PROPN
spir-10030	1	35	,	,	PUNCT
spir-10030	1	36	m.	m.	NOUN
spir-10030	1	37	,	,	PUNCT
spir-10030	1	38	lehmuskallio	lehmuskallio	PROPN
spir-10030	1	39	,	,	PUNCT
spir-10030	1	40	a.	a.	NOUN
spir-10030	1	41	,	,	PUNCT
spir-10030	1	42	seppänen	seppänen	NOUN
spir-10030	1	43	,	,	PUNCT
spir-10030	1	44	j.	j.	PROPN
spir-10030	1	45	,	,	PUNCT
spir-10030	1	46	häkkinen	häkkinen	PROPN
spir-10030	1	47	,	,	PUNCT
spir-10030	1	48	j.	j.	PROPN
spir-10030	1	49	,	,	PUNCT
spir-10030	1	50	bechmann	bechmann	PROPN
spir-10030	1	51	,	,	PUNCT
spir-10030	1	52	a.	a.	NOUN
spir-10030	1	53	,	,	PUNCT
spir-10030	1	54	fausing	fausing	NOUN
spir-10030	1	55	,	,	PUNCT
spir-10030	1	56	b.	b.	PROPN
spir-10030	1	57	(	(	PUNCT
spir-10030	1	58	2017	2017	NUM
spir-10030	1	59	,	,	PUNCT
spir-10030	1	60	october	october	PROPN
spir-10030	1	61	18	18	NUM
spir-10030	1	62	-	-	SYM
spir-10030	1	63	21	21	NUM
spir-10030	1	64	)	)	PUNCT
spir-10030	1	65	.	.	PUNCT
spir-10030	2	1	shifts	shift	NOUN
spir-10030	2	2	in	in	ADP
spir-10030	2	3	socially	socially	ADV
spir-10030	2	4	mediated	mediate	VERB
spir-10030	2	5	visual	visual	ADJ
spir-10030	2	6	cultures	culture	NOUN
spir-10030	2	7	:	:	PUNCT
spir-10030	2	8	images	image	NOUN
spir-10030	2	9	by	by	ADP
spir-10030	2	10	/	/	SYM
spir-10030	2	11	for	for	ADP
spir-10030	2	12	machines	machine	NOUN
spir-10030	2	13	and	and	CCONJ
spir-10030	2	14	humans	human	NOUN
spir-10030	2	15	.	.	PUNCT
spir-10030	3	1	paper	paper	NOUN
spir-10030	3	2	presented	present	VERB
spir-10030	3	3	at	at	ADP
spir-10030	3	4	aoir	aoir	NOUN
spir-10030	3	5	2017	2017	NUM
spir-10030	3	6	:	:	PUNCT
spir-10030	3	7	the	the	DET
spir-10030	3	8	18th	18th	ADJ
spir-10030	3	9	annual	annual	ADJ
spir-10030	3	10	conference	conference	NOUN
spir-10030	3	11	of	of	ADP
spir-10030	3	12	the	the	DET
spir-10030	3	13	association	association	NOUN
spir-10030	3	14	of	of	ADP
spir-10030	3	15	internet	internet	NOUN
spir-10030	3	16	researchers	researcher	NOUN
spir-10030	3	17	.	.	PUNCT
spir-10030	4	1	tartu	tartu	PROPN
spir-10030	4	2	,	,	PUNCT
spir-10030	4	3	estonia	estonia	PROPN
spir-10030	4	4	:	:	PUNCT
spir-10030	4	5	aoir	aoir	NOUN
spir-10030	4	6	.	.	PUNCT
spir-10030	4	7	retrieved	retrieve	VERB
spir-10030	4	8	from	from	ADP
spir-10030	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-10030	4	10	.	.	PUNCT
spir-10030	5	1	panel	panel	NOUN
spir-10030	5	2	:	:	PUNCT
spir-10030	5	3	shifts	shift	NOUN
spir-10030	5	4	in	in	ADP
spir-10030	5	5	socially	socially	ADV
spir-10030	5	6	mediated	mediate	VERB
spir-10030	5	7	visual	visual	ADJ
spir-10030	5	8	cultures	culture	NOUN
spir-10030	5	9	:	:	PUNCT
spir-10030	5	10	images	image	NOUN
spir-10030	5	11	by	by	ADP
spir-10030	5	12	/	/	SYM
spir-10030	5	13	for	for	ADP
spir-10030	5	14	machines	machine	NOUN
spir-10030	5	15	and	and	CCONJ
spir-10030	5	16	humans	human	NOUN
spir-10030	5	17	panel	panel	NOUN
spir-10030	5	18	consists	consist	VERB
spir-10030	5	19	of	of	ADP
spir-10030	5	20	papers	paper	NOUN
spir-10030	5	21	by	by	ADP
spir-10030	5	22	:	:	PUNCT
spir-10030	5	23	katrin	katrin	PROPN
spir-10030	5	24	tiidenberg	tiidenberg	PROPN
spir-10030	5	25	and	and	CCONJ
spir-10030	5	26	annette	annette	PROPN
spir-10030	5	27	markham	markham	PROPN
spir-10030	5	28	aarhus	aarhus	PROPN
spir-10030	5	29	university	university	PROPN
spir-10030	5	30	,	,	PUNCT
spir-10030	5	31	school	school	NOUN
spir-10030	5	32	of	of	ADP
spir-10030	5	33	communication	communication	NOUN
spir-10030	5	34	and	and	CCONJ
spir-10030	5	35	culture	culture	PROPN
spir-10030	5	36	maria	maria	PROPN
spir-10030	5	37	schreiber	schreiber	PROPN
spir-10030	5	38	university	university	PROPN
spir-10030	5	39	of	of	ADP
spir-10030	5	40	vienna	vienna	PROPN
spir-10030	5	41	,	,	PUNCT
spir-10030	5	42	department	department	NOUN
spir-10030	5	43	of	of	ADP
spir-10030	5	44	sociology	sociology	NOUN
spir-10030	5	45	asko	asko	PROPN
spir-10030	5	46	lehmuskallio	lehmuskallio	PROPN
spir-10030	5	47	,	,	PUNCT
spir-10030	5	48	janne	janne	PROPN
spir-10030	5	49	seppänen	seppänen	PROPN
spir-10030	5	50	and	and	CCONJ
spir-10030	5	51	jukka	jukka	PROPN
spir-10030	5	52	häkkinen	häkkinen	PROPN
spir-10030	5	53	university	university	PROPN
spir-10030	5	54	of	of	ADP
spir-10030	5	55	tampere	tampere	PROPN
spir-10030	5	56	,	,	PUNCT
spir-10030	5	57	faculty	faculty	NOUN
spir-10030	5	58	of	of	ADP
spir-10030	5	59	communication	communication	NOUN
spir-10030	5	60	sciences	sciences	PROPN
spir-10030	5	61	/	/	SYM
spir-10030	5	62	university	university	PROPN
spir-10030	5	63	of	of	ADP
spir-10030	5	64	helsinki	helsinki	PROPN
spir-10030	5	65	,	,	PUNCT
spir-10030	5	66	medicum	medicum	PROPN
spir-10030	5	67	,	,	PUNCT
spir-10030	5	68	department	department	NOUN
spir-10030	5	69	of	of	ADP
spir-10030	5	70	psychology	psychology	NOUN
spir-10030	5	71	and	and	CCONJ
spir-10030	5	72	logopedics	logopedic	NOUN
spir-10030	5	73	anja	anja	PROPN
spir-10030	5	74	bechmann	bechmann	PROPN
spir-10030	5	75	aarhus	aarhus	PROPN
spir-10030	5	76	university	university	PROPN
spir-10030	5	77	,	,	PUNCT
spir-10030	5	78	institute	institute	NOUN
spir-10030	5	79	of	of	ADP
spir-10030	5	80	advanced	advanced	ADJ
spir-10030	5	81	studies	study	NOUN
spir-10030	5	82	,	,	PUNCT
spir-10030	5	83	bent	bent	ADJ
spir-10030	5	84	fausing	fause	VERB
spir-10030	5	85	nors	nor	NOUN
spir-10030	5	86	,	,	PUNCT
spir-10030	5	87	university	university	PROPN
spir-10030	5	88	of	of	ADP
spir-10030	5	89	copenhagen	copenhagen	PROPN
spir-10030	5	90	,	,	PUNCT
spir-10030	5	91	media	medium	NOUN
spir-10030	5	92	and	and	CCONJ
spir-10030	5	93	communication	communication	NOUN
spir-10030	5	94	department	department	NOUN
spir-10030	5	95	while	while	SCONJ
spir-10030	5	96	“	"	PUNCT
spir-10030	5	97	visual	visual	ADJ
spir-10030	5	98	turns	turn	NOUN
spir-10030	5	99	”	"	PUNCT
spir-10030	5	100	have	have	AUX
spir-10030	5	101	been	be	AUX
spir-10030	5	102	pointed	point	VERB
spir-10030	5	103	to	to	ADP
spir-10030	5	104	before	before	ADV
spir-10030	5	105	(	(	PUNCT
spir-10030	5	106	mitchell	mitchell	PROPN
spir-10030	5	107	2005	2005	NUM
spir-10030	5	108	)	)	PUNCT
spir-10030	5	109	,	,	PUNCT
spir-10030	5	110	and	and	CCONJ
spir-10030	5	111	claims	claim	NOUN
spir-10030	5	112	of	of	ADP
spir-10030	5	113	those	those	PRON
spir-10030	5	114	are	be	AUX
spir-10030	5	115	often	often	ADV
spir-10030	5	116	indicators	indicator	NOUN
spir-10030	5	117	of	of	ADP
spir-10030	5	118	moral	moral	ADJ
spir-10030	5	119	panics	panic	NOUN
spir-10030	5	120	surrounding	surround	VERB
spir-10030	5	121	new	new	ADJ
spir-10030	5	122	technologies	technology	NOUN
spir-10030	5	123	,	,	PUNCT
spir-10030	5	124	rather	rather	ADV
spir-10030	5	125	than	than	ADP
spir-10030	5	126	shifts	shift	NOUN
spir-10030	5	127	in	in	ADP
spir-10030	5	128	visual	visual	ADJ
spir-10030	5	129	culture	culture	NOUN
spir-10030	5	130	,	,	PUNCT
spir-10030	5	131	recent	recent	ADJ
spir-10030	5	132	scholarship	scholarship	NOUN
spir-10030	5	133	has	have	AUX
spir-10030	5	134	noticed	notice	VERB
spir-10030	5	135	significant	significant	ADJ
spir-10030	5	136	changes	change	NOUN
spir-10030	5	137	in	in	ADP
spir-10030	5	138	the	the	DET
spir-10030	5	139	scope	scope	NOUN
spir-10030	5	140	and	and	CCONJ
spir-10030	5	141	form	form	NOUN
spir-10030	5	142	of	of	ADP
spir-10030	5	143	images	image	NOUN
spir-10030	5	144	generated	generate	VERB
spir-10030	5	145	and	and	CCONJ
spir-10030	5	146	circulated	circulate	VERB
spir-10030	5	147	through	through	ADP
spir-10030	5	148	automated	automate	VERB
spir-10030	5	149	and	and	CCONJ
spir-10030	5	150	non	non	ADJ
spir-10030	5	151	-	-	ADJ
spir-10030	5	152	automated	automated	ADJ
spir-10030	5	153	practices	practice	NOUN
spir-10030	5	154	.	.	PUNCT
spir-10030	6	1	nicholas	nicholas	PROPN
spir-10030	6	2	mirzoeff	mirzoeff	PROPN
spir-10030	6	3	(	(	PUNCT
spir-10030	6	4	2015	2015	NUM
spir-10030	6	5	)	)	PUNCT
spir-10030	6	6	goes	go	VERB
spir-10030	6	7	as	as	ADV
spir-10030	6	8	far	far	ADV
spir-10030	6	9	as	as	SCONJ
spir-10030	6	10	to	to	PART
spir-10030	6	11	say	say	VERB
spir-10030	6	12	that	that	SCONJ
spir-10030	6	13	one	one	NUM
spir-10030	6	14	of	of	ADP
spir-10030	6	15	the	the	DET
spir-10030	6	16	most	most	ADV
spir-10030	6	17	notable	notable	ADJ
spir-10030	6	18	uses	use	NOUN
spir-10030	6	19	of	of	ADP
spir-10030	6	20	the	the	DET
spir-10030	6	21	internet	internet	NOUN
spir-10030	6	22	is	be	AUX
spir-10030	6	23	to	to	PART
spir-10030	6	24	create	create	VERB
spir-10030	6	25	,	,	PUNCT
spir-10030	6	26	send	send	VERB
spir-10030	6	27	and	and	CCONJ
spir-10030	6	28	view	view	VERB
spir-10030	6	29	images	image	NOUN
spir-10030	6	30	of	of	ADP
spir-10030	6	31	all	all	DET
spir-10030	6	32	kinds	kind	NOUN
spir-10030	6	33	;	;	PUNCT
spir-10030	6	34	that	that	SCONJ
spir-10030	6	35	the	the	DET
spir-10030	6	36	global	global	ADJ
spir-10030	6	37	society	society	NOUN
spir-10030	6	38	is	be	AUX
spir-10030	6	39	emerging	emerge	VERB
spir-10030	6	40	as	as	ADP
spir-10030	6	41	visual	visual	ADJ
spir-10030	6	42	;	;	PUNCT
spir-10030	6	43	and	and	CCONJ
spir-10030	6	44	that	that	SCONJ
spir-10030	6	45	networked	networked	ADJ
spir-10030	6	46	publics	public	NOUN
spir-10030	6	47	are	be	AUX
spir-10030	6	48	moving	move	VERB
spir-10030	6	49	towards	towards	ADP
spir-10030	6	50	more	more	ADV
spir-10030	6	51	intense	intense	ADJ
spir-10030	6	52	forms	form	NOUN
spir-10030	6	53	of	of	ADP
spir-10030	6	54	visual	visual	ADJ
spir-10030	6	55	interaction	interaction	NOUN
spir-10030	6	56	.	.	PUNCT
spir-10030	7	1	in	in	ADP
spir-10030	7	2	a	a	DET
spir-10030	7	3	similar	similar	ADJ
spir-10030	7	4	,	,	PUNCT
spir-10030	7	5	if	if	SCONJ
spir-10030	7	6	somewhat	somewhat	ADV
spir-10030	7	7	narrower	narrow	ADJ
spir-10030	7	8	approach	approach	NOUN
spir-10030	7	9	,	,	PUNCT
spir-10030	7	10	martin	martin	PROPN
spir-10030	7	11	hand	hand	PROPN
spir-10030	7	12	(	(	PUNCT
spir-10030	7	13	2013	2013	NUM
spir-10030	7	14	)	)	PUNCT
spir-10030	7	15	has	have	AUX
spir-10030	7	16	argued	argue	VERB
spir-10030	7	17	,	,	PUNCT
spir-10030	7	18	that	that	DET
spir-10030	7	19	photography	photography	NOUN
spir-10030	7	20	has	have	AUX
spir-10030	7	21	become	become	VERB
spir-10030	7	22	ubiquitous	ubiquitous	ADJ
spir-10030	7	23	in	in	ADP
spir-10030	7	24	today	today	NOUN
spir-10030	7	25	's	's	PART
spir-10030	7	26	world	world	NOUN
spir-10030	7	27	.	.	PUNCT
spir-10030	8	1	he	he	PRON
spir-10030	8	2	means	mean	VERB
spir-10030	8	3	here	here	ADV
spir-10030	8	4	both	both	CCONJ
spir-10030	8	5	the	the	DET
spir-10030	8	6	explosive	explosive	ADJ
spir-10030	8	7	increase	increase	NOUN
spir-10030	8	8	in	in	ADP
spir-10030	8	9	the	the	DET
spir-10030	8	10	numbers	number	NOUN
spir-10030	8	11	of	of	ADP
spir-10030	8	12	images	image	NOUN
spir-10030	8	13	taken	take	VERB
spir-10030	8	14	,	,	PUNCT
spir-10030	8	15	but	but	CCONJ
spir-10030	8	16	also	also	ADV
spir-10030	8	17	the	the	DET
spir-10030	8	18	fact	fact	NOUN
spir-10030	8	19	that	that	SCONJ
spir-10030	8	20	some	some	DET
spir-10030	8	21	aspects	aspect	NOUN
spir-10030	8	22	of	of	ADP
spir-10030	8	23	photography	photography	NOUN
spir-10030	8	24	have	have	AUX
spir-10030	8	25	become	become	AUX
spir-10030	8	26	woven	weave	VERB
spir-10030	8	27	into	into	ADP
spir-10030	8	28	the	the	DET
spir-10030	8	29	very	very	ADJ
spir-10030	8	30	“	"	PUNCT
spir-10030	8	31	fabric	fabric	NOUN
spir-10030	8	32	of	of	ADP
spir-10030	8	33	information	information	NOUN
spir-10030	8	34	technologies	technology	NOUN
spir-10030	8	35	and	and	CCONJ
spir-10030	8	36	economic	economic	ADJ
spir-10030	8	37	,	,	PUNCT
spir-10030	8	38	social	social	ADJ
spir-10030	8	39	,	,	PUNCT
spir-10030	8	40	political	political	ADJ
spir-10030	8	41	and	and	CCONJ
spir-10030	8	42	cultural	cultural	ADJ
spir-10030	8	43	forms	form	NOUN
spir-10030	8	44	”	"	PUNCT
spir-10030	8	45	(	(	PUNCT
spir-10030	8	46	hand	hand	NOUN
spir-10030	8	47	2013	2013	NUM
spir-10030	8	48	:	:	PUNCT
spir-10030	8	49	12	12	NUM
spir-10030	8	50	)	)	PUNCT
spir-10030	8	51	.	.	PUNCT
spir-10030	9	1	he	he	PRON
spir-10030	9	2	claims	claim	VERB
spir-10030	9	3	that	that	SCONJ
spir-10030	9	4	this	this	PRON
spir-10030	9	5	has	have	AUX
spir-10030	9	6	resulted	result	VERB
spir-10030	9	7	in	in	ADP
spir-10030	9	8	a	a	DET
spir-10030	9	9	standardized	standardized	ADJ
spir-10030	9	10	visual	visual	ADJ
spir-10030	9	11	landscape	landscape	NOUN
spir-10030	9	12	,	,	PUNCT
spir-10030	9	13	“	"	PUNCT
spir-10030	9	14	where	where	SCONJ
spir-10030	9	15	the	the	DET
spir-10030	9	16	majority	majority	NOUN
spir-10030	9	17	of	of	ADP
spir-10030	9	18	digital	digital	ADJ
spir-10030	9	19	images	image	NOUN
spir-10030	9	20	are	be	AUX
spir-10030	9	21	ordinary	ordinary	ADJ
spir-10030	9	22	and	and	CCONJ
spir-10030	9	23	mass	mass	ADV
spir-10030	9	24	-	-	PUNCT
spir-10030	9	25	produced	produce	VERB
spir-10030	9	26	(	(	PUNCT
spir-10030	9	27	…	…	PUNCT
spir-10030	9	28	)	)	PUNCT
spir-10030	9	29	but	but	CCONJ
spir-10030	9	30	photos	photo	NOUN
spir-10030	9	31	are	be	AUX
spir-10030	9	32	still	still	ADV
spir-10030	9	33	meaningfully	meaningfully	ADV
spir-10030	9	34	produced	produce	VERB
spir-10030	9	35	,	,	PUNCT
spir-10030	9	36	used	use	VERB
spir-10030	9	37	and	and	CCONJ
spir-10030	9	38	interpreted	interpret	VERB
spir-10030	9	39	very	very	ADV
spir-10030	9	40	differently	differently	ADV
spir-10030	9	41	among	among	ADP
spir-10030	9	42	social	social	ADJ
spir-10030	9	43	groups	group	NOUN
spir-10030	9	44	and	and	CCONJ
spir-10030	9	45	communities	community	NOUN
spir-10030	9	46	of	of	ADP
spir-10030	9	47	practice	practice	NOUN
spir-10030	9	48	”	"	PUNCT
spir-10030	9	49	(	(	PUNCT
spir-10030	9	50	ibid	ibid	NOUN
spir-10030	9	51	)	)	PUNCT
spir-10030	9	52	.	.	PUNCT
spir-10030	10	1	in	in	ADP
spir-10030	10	2	a	a	DET
spir-10030	10	3	recent	recent	ADJ
spir-10030	10	4	,	,	PUNCT
spir-10030	10	5	jarring	jarring	ADJ
spir-10030	10	6	essay	essay	NOUN
spir-10030	10	7	on	on	ADP
spir-10030	10	8	the	the	DET
spir-10030	10	9	role	role	NOUN
spir-10030	10	10	of	of	ADP
spir-10030	10	11	machine	machine	NOUN
spir-10030	10	12	learning	learning	NOUN
spir-10030	10	13	and	and	CCONJ
spir-10030	10	14	algorithms	algorithm	NOUN
spir-10030	10	15	in	in	ADP
spir-10030	10	16	visual	visual	ADJ
spir-10030	10	17	culture	culture	NOUN
spir-10030	10	18	,	,	PUNCT
spir-10030	10	19	trevor	trevor	NOUN
spir-10030	10	20	paglen	paglen	ADJ
spir-10030	10	21	(	(	PUNCT
spir-10030	10	22	2016	2016	NUM
spir-10030	10	23	)	)	PUNCT
spir-10030	10	24	astutely	astutely	ADV
spir-10030	10	25	notes	note	VERB
spir-10030	10	26	,	,	PUNCT
spir-10030	10	27	that	that	SCONJ
spir-10030	10	28	visual	visual	ADJ
spir-10030	10	29	culture	culture	NOUN
spir-10030	10	30	has	have	AUX
spir-10030	10	31	changed	change	VERB
spir-10030	10	32	form	form	NOUN
spir-10030	10	33	by	by	ADP
spir-10030	10	34	detaching	detach	VERB
spir-10030	10	35	from	from	ADP
spir-10030	10	36	human	human	ADJ
spir-10030	10	37	eyes	eye	NOUN
spir-10030	10	38	and	and	CCONJ
spir-10030	10	39	becoming	become	VERB
spir-10030	10	40	invisible	invisible	ADJ
spir-10030	10	41	.	.	PUNCT
spir-10030	11	1	“	"	PUNCT
spir-10030	11	2	the	the	DET
spir-10030	11	3	overwhelming	overwhelming	ADJ
spir-10030	11	4	majority	majority	NOUN
spir-10030	11	5	of	of	ADP
spir-10030	11	6	images	image	NOUN
spir-10030	11	7	,	,	PUNCT
spir-10030	11	8	”	"	PUNCT
spir-10030	11	9	paglen	paglen	ADJ
spir-10030	11	10	writes	write	VERB
spir-10030	11	11	:	:	PUNCT
spir-10030	11	12	“	"	PUNCT
spir-10030	11	13	are	be	AUX
spir-10030	11	14	now	now	ADV
spir-10030	11	15	made	make	VERB
spir-10030	11	16	by	by	ADP
spir-10030	11	17	machines	machine	NOUN
spir-10030	11	18	for	for	ADP
spir-10030	11	19	other	other	ADJ
spir-10030	11	20	machines	machine	NOUN
spir-10030	11	21	,	,	PUNCT
spir-10030	11	22	with	with	ADP
spir-10030	11	23	humans	human	NOUN
spir-10030	11	24	rarely	rarely	ADV
spir-10030	11	25	in	in	ADP
spir-10030	11	26	the	the	DET
spir-10030	11	27	loop	loop	NOUN
spir-10030	11	28	.	.	PUNCT
spir-10030	11	29	”	"	PUNCT
spir-10030	12	1	this	this	DET
spir-10030	12	2	panel	panel	NOUN
spir-10030	12	3	brings	bring	VERB
spir-10030	12	4	together	together	ADV
spir-10030	12	5	five	five	NUM
spir-10030	12	6	scholars	scholar	NOUN
spir-10030	12	7	of	of	ADP
spir-10030	12	8	visuality	visuality	NOUN
spir-10030	12	9	to	to	PART
spir-10030	12	10	engage	engage	VERB
spir-10030	12	11	with	with	ADP
spir-10030	12	12	the	the	DET
spir-10030	12	13	above	above	ADV
spir-10030	12	14	-	-	PUNCT
spir-10030	12	15	mentioned	mention	VERB
spir-10030	12	16	shifts	shift	NOUN
spir-10030	12	17	in	in	ADP
spir-10030	12	18	(	(	PUNCT
spir-10030	12	19	socially	socially	ADV
spir-10030	12	20	mediated	mediate	VERB
spir-10030	12	21	)	)	PUNCT
spir-10030	12	22	visual	visual	ADJ
spir-10030	12	23	culture	culture	NOUN
spir-10030	12	24	to	to	PART
spir-10030	12	25	analyze	analyze	VERB
spir-10030	12	26	different	different	ADJ
spir-10030	12	27	visual	visual	ADJ
spir-10030	12	28	practices	practice	NOUN
spir-10030	12	29	and	and	CCONJ
spir-10030	12	30	rhetoric	rhetoric	NOUN
spir-10030	12	31	of	of	ADP
spir-10030	12	32	visuality	visuality	NOUN
spir-10030	12	33	used	use	VERB
spir-10030	12	34	by	by	ADP
spir-10030	12	35	or	or	CCONJ
spir-10030	12	36	influencing	influence	VERB
spir-10030	12	37	different	different	ADJ
spir-10030	12	38	networked	networked	ADJ
spir-10030	12	39	publics	public	NOUN
spir-10030	12	40	(	(	PUNCT
spir-10030	12	41	boyd	boyd	PROPN
spir-10030	12	42	2010	2010	NUM
spir-10030	12	43	)	)	PUNCT
spir-10030	12	44	.	.	PUNCT
spir-10030	13	1	in	in	ADP
spir-10030	13	2	doing	do	VERB
spir-10030	13	3	so	so	ADV
spir-10030	13	4	,	,	PUNCT
spir-10030	13	5	we	we	PRON
spir-10030	13	6	follow	follow	VERB
spir-10030	13	7	mirzoeff	mirzoeff	NOUN
spir-10030	13	8	’s	’s	PART
spir-10030	13	9	(	(	PUNCT
spir-10030	13	10	2015	2015	NUM
spir-10030	13	11	:	:	PUNCT
spir-10030	13	12	68	68	NUM
spir-10030	13	13	)	)	PUNCT
spir-10030	13	14	call	call	NOUN
spir-10030	13	15	:	:	PUNCT
spir-10030	13	16	“	"	PUNCT
spir-10030	13	17	the	the	DET
spir-10030	13	18	interest	interest	NOUN
spir-10030	13	19	for	for	ADP
spir-10030	13	20	us	we	PRON
spir-10030	13	21	is	be	AUX
spir-10030	13	22	not	not	PART
spir-10030	13	23	in	in	ADP
spir-10030	13	24	the	the	DET
spir-10030	13	25	specific	specific	ADJ
spir-10030	13	26	platform	platform	NOUN
spir-10030	13	27	but	but	CCONJ
spir-10030	13	28	the	the	DET
spir-10030	13	29	development	development	NOUN
spir-10030	13	30	of	of	ADP
spir-10030	13	31	a	a	DET
spir-10030	13	32	new	new	ADJ
spir-10030	13	33	visual	visual	ADJ
spir-10030	13	34	conversation	conversation	NOUN
spir-10030	13	35	medium	medium	NOUN
spir-10030	13	36	”	"	PUNCT
spir-10030	13	37	and	and	CCONJ
spir-10030	13	38	the	the	DET
spir-10030	13	39	practices	practice	NOUN
spir-10030	13	40	,	,	PUNCT
spir-10030	13	41	norms	norm	NOUN
spir-10030	13	42	and	and	CCONJ
spir-10030	13	43	rhetoric	rhetoric	NOUN
spir-10030	13	44	surrounding	surround	VERB
spir-10030	13	45	the	the	DET
spir-10030	13	46	meanings	meaning	NOUN
spir-10030	13	47	and	and	CCONJ
spir-10030	13	48	implications	implication	NOUN
spir-10030	13	49	of	of	ADP
spir-10030	13	50	that	that	DET
spir-10030	13	51	visual	visual	ADJ
spir-10030	13	52	conversation	conversation	NOUN
spir-10030	13	53	.	.	PUNCT
spir-10030	14	1	our	our	PRON
spir-10030	14	2	analyses	analysis	NOUN
spir-10030	14	3	look	look	VERB
spir-10030	14	4	at	at	ADP
spir-10030	14	5	different	different	ADJ
spir-10030	14	6	groups	group	NOUN
spir-10030	14	7	,	,	PUNCT
spir-10030	14	8	practices	practice	NOUN
spir-10030	14	9	and	and	CCONJ
spir-10030	14	10	discourses	discourse	NOUN
spir-10030	14	11	,	,	PUNCT
spir-10030	14	12	but	but	CCONJ
spir-10030	14	13	all	all	PRON
spir-10030	14	14	come	come	VERB
spir-10030	14	15	back	back	ADV
spir-10030	14	16	to	to	ADP
spir-10030	14	17	the	the	DET
spir-10030	14	18	central	central	ADJ
spir-10030	14	19	question	question	NOUN
spir-10030	14	20	of	of	ADP
spir-10030	14	21	how	how	SCONJ
spir-10030	14	22	visual	visual	ADJ
spir-10030	14	23	culture	culture	NOUN
spir-10030	14	24	is	be	AUX
spir-10030	14	25	enacted	enact	VERB
spir-10030	14	26	,	,	PUNCT
spir-10030	14	27	made	make	VERB
spir-10030	14	28	sense	sense	NOUN
spir-10030	14	29	of	of	ADP
spir-10030	14	30	and	and	CCONJ
spir-10030	14	31	regulated	regulate	VERB
spir-10030	14	32	in	in	ADP
spir-10030	14	33	both	both	CCONJ
spir-10030	14	34	automated	automate	VERB
spir-10030	14	35	and	and	CCONJ
spir-10030	14	36	manual	manual	ADJ
spir-10030	14	37	,	,	PUNCT
spir-10030	14	38	algorithmic	algorithmic	ADJ
spir-10030	14	39	and	and	CCONJ
spir-10030	14	40	intimate	intimate	ADJ
spir-10030	14	41	,	,	PUNCT
spir-10030	14	42	professional	professional	ADJ
spir-10030	14	43	and	and	CCONJ
spir-10030	14	44	vernacular	vernacular	ADJ
spir-10030	14	45	ways	way	NOUN
spir-10030	14	46	.	.	PUNCT
spir-10030	15	1	the	the	DET
spir-10030	15	2	first	first	ADJ
spir-10030	15	3	two	two	NUM
spir-10030	15	4	papers	paper	NOUN
spir-10030	15	5	in	in	ADP
spir-10030	15	6	our	our	PRON
spir-10030	15	7	panel	panel	NOUN
spir-10030	15	8	engage	engage	VERB
spir-10030	15	9	with	with	ADP
spir-10030	15	10	how	how	SCONJ
spir-10030	15	11	everyday	everyday	ADJ
spir-10030	15	12	users	user	NOUN
spir-10030	15	13	experience	experience	VERB
spir-10030	15	14	,	,	PUNCT
spir-10030	15	15	enact	enact	VERB
spir-10030	15	16	and	and	CCONJ
spir-10030	15	17	understand	understand	VERB
spir-10030	15	18	the	the	DET
spir-10030	15	19	properties	property	NOUN
spir-10030	15	20	,	,	PUNCT
spir-10030	15	21	affordances	affordance	NOUN
spir-10030	15	22	and	and	CCONJ
spir-10030	15	23	structures	structure	NOUN
spir-10030	15	24	of	of	ADP
spir-10030	15	25	visual	visual	ADJ
spir-10030	15	26	social	social	ADJ
spir-10030	15	27	media	medium	NOUN
spir-10030	15	28	apps	app	NOUN
spir-10030	15	29	.	.	PUNCT
spir-10030	16	1	the	the	DET
spir-10030	16	2	first	first	ADJ
spir-10030	16	3	presentation	presentation	NOUN
spir-10030	16	4	asks	ask	VERB
spir-10030	16	5	how	how	SCONJ
spir-10030	16	6	young	young	ADJ
spir-10030	16	7	people	people	NOUN
spir-10030	16	8	,	,	PUNCT
spir-10030	16	9	for	for	ADP
spir-10030	16	10	whom	whom	PRON
spir-10030	16	11	instagram	instagram	PROPN
spir-10030	16	12	and	and	CCONJ
spir-10030	16	13	snapchat	snapchat	PROPN
spir-10030	16	14	are	be	AUX
spir-10030	16	15	important	important	ADJ
spir-10030	16	16	arbiters	arbiter	NOUN
spir-10030	16	17	of	of	ADP
spir-10030	16	18	networked	networked	ADJ
spir-10030	16	19	visuality	visuality	NOUN
spir-10030	16	20	,	,	PUNCT
spir-10030	16	21	articulate	articulate	VERB
spir-10030	16	22	their	their	PRON
spir-10030	16	23	own	own	ADJ
spir-10030	16	24	visual	visual	ADJ
spir-10030	16	25	practices	practice	NOUN
spir-10030	16	26	,	,	PUNCT
spir-10030	16	27	and	and	CCONJ
spir-10030	16	28	how	how	SCONJ
spir-10030	16	29	they	they	PRON
spir-10030	16	30	frame	frame	VERB
spir-10030	16	31	and	and	CCONJ
spir-10030	16	32	situate	situate	VERB
spir-10030	16	33	these	these	DET
spir-10030	16	34	two	two	NUM
spir-10030	16	35	visual	visual	ADJ
spir-10030	16	36	apps	app	NOUN
spir-10030	16	37	in	in	ADP
spir-10030	16	38	the	the	DET
spir-10030	16	39	flows	flow	NOUN
spir-10030	16	40	of	of	ADP
spir-10030	16	41	their	their	PRON
spir-10030	16	42	networked	networked	ADJ
spir-10030	16	43	lives	life	NOUN
spir-10030	16	44	.	.	PUNCT
spir-10030	17	1	the	the	DET
spir-10030	17	2	second	second	ADJ
spir-10030	17	3	presentation	presentation	NOUN
spir-10030	17	4	asks	ask	VERB
spir-10030	17	5	what	what	PRON
spir-10030	17	6	the	the	DET
spir-10030	17	7	visual	visual	ADJ
spir-10030	17	8	conversational	conversational	ADJ
spir-10030	17	9	practices	practice	NOUN
spir-10030	17	10	of	of	ADP
spir-10030	17	11	german	german	ADJ
spir-10030	17	12	snapchatters	snapchatter	NOUN
spir-10030	17	13	are	be	AUX
spir-10030	17	14	,	,	PUNCT
spir-10030	17	15	and	and	CCONJ
spir-10030	17	16	analyzes	analyze	VERB
spir-10030	17	17	snapchat	snapchat	PROPN
spir-10030	17	18	’s	’s	PART
spir-10030	17	19	distinctive	distinctive	ADJ
spir-10030	17	20	aesthetics	aesthetic	NOUN
spir-10030	17	21	and	and	CCONJ
spir-10030	17	22	visual	visual	ADJ
spir-10030	17	23	affordances	affordance	NOUN
spir-10030	17	24	.	.	PUNCT
spir-10030	18	1	since	since	SCONJ
spir-10030	18	2	social	social	ADJ
spir-10030	18	3	media	medium	NOUN
spir-10030	18	4	apps	app	NOUN
spir-10030	18	5	are	be	AUX
spir-10030	18	6	increasingly	increasingly	ADV
spir-10030	18	7	used	use	VERB
spir-10030	18	8	to	to	PART
spir-10030	18	9	send	send	VERB
spir-10030	18	10	and	and	CCONJ
spir-10030	18	11	view	view	VERB
spir-10030	18	12	photographs	photograph	NOUN
spir-10030	18	13	,	,	PUNCT
spir-10030	18	14	our	our	PRON
spir-10030	18	15	third	third	ADJ
spir-10030	18	16	presentation	presentation	NOUN
spir-10030	18	17	explores	explore	VERB
spir-10030	18	18	one	one	NUM
spir-10030	18	19	apparent	apparent	ADJ
spir-10030	18	20	paradox	paradox	NOUN
spir-10030	18	21	concerning	concern	VERB
spir-10030	18	22	digital	digital	ADJ
spir-10030	18	23	photography	photography	NOUN
spir-10030	18	24	.	.	PUNCT
spir-10030	19	1	it	it	PRON
spir-10030	19	2	asks	ask	VERB
spir-10030	19	3	whether	whether	SCONJ
spir-10030	19	4	professional	professional	ADJ
spir-10030	19	5	photographers	photographer	NOUN
spir-10030	19	6	,	,	PUNCT
spir-10030	19	7	for	for	ADP
spir-10030	19	8	whom	whom	PRON
spir-10030	19	9	a	a	DET
spir-10030	19	10	conventional	conventional	ADJ
spir-10030	19	11	understanding	understanding	NOUN
spir-10030	19	12	of	of	ADP
spir-10030	19	13	photography	photography	NOUN
spir-10030	19	14	is	be	AUX
spir-10030	19	15	of	of	ADP
spir-10030	19	16	importance	importance	NOUN
spir-10030	19	17	,	,	PUNCT
spir-10030	19	18	can	can	AUX
spir-10030	19	19	distinguish	distinguish	VERB
spir-10030	19	20	digital	digital	ADJ
spir-10030	19	21	photographs	photograph	NOUN
spir-10030	19	22	from	from	ADP
spir-10030	19	23	photorealistic	photorealistic	ADJ
spir-10030	19	24	computer	computer	NOUN
spir-10030	19	25	-	-	PUNCT
spir-10030	19	26	generated	generate	VERB
spir-10030	19	27	images	image	NOUN
spir-10030	19	28	by	by	ADP
spir-10030	19	29	looking	look	VERB
spir-10030	19	30	at	at	ADP
spir-10030	19	31	them	they	PRON
spir-10030	19	32	on	on	ADP
spir-10030	19	33	a	a	DET
spir-10030	19	34	computer	computer	NOUN
spir-10030	19	35	screen	screen	NOUN
spir-10030	19	36	?	?	PUNCT
spir-10030	20	1	their	their	PRON
spir-10030	20	2	inability	inability	NOUN
spir-10030	20	3	to	to	PART
spir-10030	20	4	do	do	AUX
spir-10030	20	5	so	so	ADV
spir-10030	20	6	has	have	VERB
spir-10030	20	7	implications	implication	NOUN
spir-10030	20	8	for	for	ADP
spir-10030	20	9	our	our	PRON
spir-10030	20	10	understandings	understanding	NOUN
spir-10030	20	11	of	of	ADP
spir-10030	20	12	digital	digital	ADJ
spir-10030	20	13	photography	photography	NOUN
spir-10030	20	14	,	,	PUNCT
spir-10030	20	15	which	which	PRON
spir-10030	20	16	our	our	PRON
spir-10030	20	17	fourth	fourth	ADJ
spir-10030	20	18	presentation	presentation	NOUN
spir-10030	20	19	discusses	discuss	VERB
spir-10030	20	20	,	,	PUNCT
spir-10030	20	21	by	by	ADP
spir-10030	20	22	stepping	step	VERB
spir-10030	20	23	outside	outside	ADV
spir-10030	20	24	of	of	ADP
spir-10030	20	25	human	human	NOUN
spir-10030	20	26	-	-	PUNCT
spir-10030	20	27	to	to	ADP
spir-10030	20	28	-	-	PUNCT
spir-10030	20	29	human	human	ADJ
spir-10030	20	30	visual	visual	ADJ
spir-10030	20	31	culture	culture	NOUN
spir-10030	20	32	and	and	CCONJ
spir-10030	20	33	engaging	engage	VERB
spir-10030	20	34	with	with	ADP
spir-10030	20	35	automated	automate	VERB
spir-10030	20	36	aspects	aspect	NOUN
spir-10030	20	37	of	of	ADP
spir-10030	20	38	visual	visual	ADJ
spir-10030	20	39	culture	culture	NOUN
spir-10030	20	40	.	.	PUNCT
spir-10030	21	1	algorithms	algorithm	NOUN
spir-10030	21	2	are	be	AUX
spir-10030	21	3	constantly	constantly	ADV
spir-10030	21	4	tasked	task	VERB
spir-10030	21	5	with	with	ADP
spir-10030	21	6	interpreting	interpret	VERB
spir-10030	21	7	social	social	ADJ
spir-10030	21	8	media	medium	NOUN
spir-10030	21	9	images	image	NOUN
spir-10030	21	10	that	that	PRON
spir-10030	21	11	carry	carry	VERB
spir-10030	21	12	multiple	multiple	ADJ
spir-10030	21	13	social	social	ADJ
spir-10030	21	14	functions	function	NOUN
spir-10030	21	15	and	and	CCONJ
spir-10030	21	16	meanings	meaning	NOUN
spir-10030	21	17	for	for	ADP
spir-10030	21	18	people	people	NOUN
spir-10030	21	19	creating	create	VERB
spir-10030	21	20	and	and	CCONJ
spir-10030	21	21	uploading	upload	VERB
spir-10030	21	22	them	they	PRON
spir-10030	21	23	.	.	PUNCT
spir-10030	22	1	thus	thus	ADV
spir-10030	22	2	this	this	DET
spir-10030	22	3	presentation	presentation	NOUN
spir-10030	22	4	asks	ask	VERB
spir-10030	22	5	how	how	SCONJ
spir-10030	22	6	deep	deep	ADJ
spir-10030	22	7	learning	learning	NOUN
spir-10030	22	8	algorithms	algorithm	NOUN
spir-10030	22	9	used	use	VERB
spir-10030	22	10	on	on	ADP
spir-10030	22	11	social	social	ADJ
spir-10030	22	12	media	medium	NOUN
spir-10030	22	13	images	image	NOUN
spir-10030	22	14	are	be	AUX
spir-10030	22	15	used	use	VERB
spir-10030	22	16	to	to	PART
spir-10030	22	17	predict	predict	VERB
spir-10030	22	18	gender	gender	NOUN
spir-10030	22	19	of	of	ADP
spir-10030	22	20	the	the	DET
spir-10030	22	21	uploader	uploader	NOUN
spir-10030	22	22	,	,	PUNCT
spir-10030	22	23	and	and	CCONJ
spir-10030	22	24	what	what	PRON
spir-10030	22	25	the	the	DET
spir-10030	22	26	potential	potential	ADJ
spir-10030	22	27	political	political	ADJ
spir-10030	22	28	,	,	PUNCT
spir-10030	22	29	social	social	ADJ
spir-10030	22	30	and	and	CCONJ
spir-10030	22	31	ideological	ideological	ADJ
spir-10030	22	32	implications	implication	NOUN
spir-10030	22	33	of	of	ADP
spir-10030	22	34	such	such	ADJ
spir-10030	22	35	data	data	NOUN
spir-10030	22	36	-	-	PUNCT
spir-10030	22	37	driven	drive	VERB
spir-10030	22	38	categorizations	categorization	NOUN
spir-10030	22	39	are	be	AUX
spir-10030	22	40	.	.	PUNCT
spir-10030	23	1	finally	finally	ADV
spir-10030	23	2	,	,	PUNCT
spir-10030	23	3	our	our	PRON
spir-10030	23	4	fifth	fifth	ADJ
spir-10030	23	5	presentation	presentation	NOUN
spir-10030	23	6	zooms	zoom	VERB
spir-10030	23	7	out	out	ADP
spir-10030	23	8	and	and	CCONJ
spir-10030	23	9	engages	engage	VERB
spir-10030	23	10	with	with	ADP
spir-10030	23	11	the	the	DET
spir-10030	23	12	current	current	ADJ
spir-10030	23	13	state	state	NOUN
spir-10030	23	14	of	of	ADP
spir-10030	23	15	networked	networked	ADJ
spir-10030	23	16	visuality	visuality	NOUN
spir-10030	23	17	and	and	CCONJ
spir-10030	23	18	internet	internet	NOUN
spir-10030	23	19	mediated	mediate	VERB
spir-10030	23	20	visual	visual	ADJ
spir-10030	23	21	culture	culture	NOUN
spir-10030	23	22	.	.	PUNCT
spir-10030	24	1	it	it	PRON
spir-10030	24	2	explores	explore	VERB
spir-10030	24	3	the	the	DET
spir-10030	24	4	shifts	shift	NOUN
spir-10030	24	5	that	that	SCONJ
spir-10030	24	6	visual	visual	ADJ
spir-10030	24	7	scholarship	scholarship	NOUN
spir-10030	24	8	has	have	AUX
spir-10030	24	9	been	be	AUX
spir-10030	24	10	pointing	point	VERB
spir-10030	24	11	to	to	ADP
spir-10030	24	12	,	,	PUNCT
spir-10030	24	13	the	the	DET
spir-10030	24	14	reason	reason	NOUN
spir-10030	24	15	for	for	ADP
spir-10030	24	16	those	those	DET
spir-10030	24	17	changes	change	NOUN
spir-10030	24	18	,	,	PUNCT
spir-10030	24	19	and	and	CCONJ
spir-10030	24	20	engages	engage	VERB
spir-10030	24	21	with	with	ADP
spir-10030	24	22	what	what	PRON
spir-10030	24	23	an	an	DET
spir-10030	24	24	image	image	NOUN
spir-10030	24	25	is	be	AUX
spir-10030	24	26	in	in	ADP
spir-10030	24	27	the	the	DET
spir-10030	24	28	age	age	NOUN
spir-10030	24	29	of	of	ADP
spir-10030	24	30	the	the	DET
spir-10030	24	31	internet	internet	NOUN
spir-10030	24	32	.	.	PUNCT
spir-10030	25	1	it	it	PRON
spir-10030	25	2	brings	bring	VERB
spir-10030	25	3	the	the	DET
spir-10030	25	4	panel	panel	NOUN
spir-10030	25	5	to	to	ADP
spir-10030	25	6	completion	completion	NOUN
spir-10030	25	7	by	by	ADP
spir-10030	25	8	offering	offer	VERB
spir-10030	25	9	an	an	DET
spir-10030	25	10	argument	argument	NOUN
spir-10030	25	11	on	on	ADP
spir-10030	25	12	why	why	SCONJ
spir-10030	25	13	images	image	NOUN
spir-10030	25	14	seem	seem	VERB
spir-10030	25	15	so	so	ADV
spir-10030	25	16	important	important	ADJ
spir-10030	25	17	.	.	PUNCT
spir-10030	26	1	references	reference	NOUN
spir-10030	26	2	boyd	boyd	PROPN
spir-10030	26	3	,	,	PUNCT
spir-10030	26	4	d.	d.	PROPN
spir-10030	26	5	(	(	PUNCT
spir-10030	26	6	2010	2010	NUM
spir-10030	26	7	)	)	PUNCT
spir-10030	26	8	.	.	PUNCT
spir-10030	27	1	social	social	ADJ
spir-10030	27	2	network	network	NOUN
spir-10030	27	3	sites	site	NOUN
spir-10030	27	4	as	as	ADP
spir-10030	27	5	networked	networked	ADJ
spir-10030	27	6	publics	public	NOUN
spir-10030	27	7	:	:	PUNCT
spir-10030	27	8	affordances	affordance	NOUN
spir-10030	27	9	,	,	PUNCT
spir-10030	27	10	dynamics	dynamic	NOUN
spir-10030	27	11	,	,	PUNCT
spir-10030	27	12	and	and	CCONJ
spir-10030	27	13	implications	implication	NOUN
spir-10030	27	14	.	.	PUNCT
spir-10030	28	1	in	in	ADP
spir-10030	28	2	papacharissi	papacharissi	PROPN
spir-10030	28	3	,	,	PUNCT
spir-10030	28	4	z	z	PROPN
spir-10030	28	5	(	(	PUNCT
spir-10030	28	6	ed	ed	NOUN
spir-10030	28	7	.	.	PUNCT
spir-10030	28	8	)	)	PUNCT
spir-10030	28	9	.	.	PUNCT
spir-10030	29	1	networked	networked	ADJ
spir-10030	29	2	self	self	NOUN
spir-10030	29	3	:	:	PUNCT
spir-10030	29	4	identity	identity	NOUN
spir-10030	29	5	,	,	PUNCT
spir-10030	29	6	community	community	NOUN
spir-10030	29	7	,	,	PUNCT
spir-10030	29	8	and	and	CCONJ
spir-10030	29	9	culture	culture	NOUN
spir-10030	29	10	on	on	ADP
spir-10030	29	11	social	social	ADJ
spir-10030	29	12	network	network	NOUN
spir-10030	29	13	sites	site	NOUN
spir-10030	29	14	.	.	PUNCT
spir-10030	30	1	new	new	PROPN
spir-10030	30	2	york	york	PROPN
spir-10030	30	3	:	:	PUNCT
spir-10030	30	4	routlege	routlege	ADJ
spir-10030	30	5	,	,	PUNCT
spir-10030	30	6	39–58	39–58	NUM
spir-10030	30	7	hand	hand	NOUN
spir-10030	30	8	,	,	PUNCT
spir-10030	30	9	m.	m.	NOUN
spir-10030	30	10	(	(	PUNCT
spir-10030	30	11	2013	2013	NUM
spir-10030	30	12	)	)	PUNCT
spir-10030	30	13	.	.	PUNCT
spir-10030	31	1	ubiquitous	ubiquitous	ADJ
spir-10030	31	2	photography	photography	NOUN
spir-10030	31	3	:	:	PUNCT
spir-10030	31	4	digital	digital	ADJ
spir-10030	31	5	media	medium	NOUN
spir-10030	31	6	and	and	CCONJ
spir-10030	31	7	society	society	NOUN
spir-10030	31	8	series	series	NOUN
spir-10030	31	9	.	.	PUNCT
spir-10030	32	1	cambridge	cambridge	PROPN
spir-10030	32	2	:	:	PUNCT
spir-10030	32	3	polity	polity	NOUN
spir-10030	32	4	press	press	NOUN
spir-10030	32	5	.	.	PUNCT
spir-10030	33	1	mirzoeff	mirzoeff	PROPN
spir-10030	33	2	,	,	PUNCT
spir-10030	33	3	nicholas	nicholas	PROPN
spir-10030	33	4	(	(	PUNCT
spir-10030	33	5	2015	2015	NUM
spir-10030	33	6	)	)	PUNCT
spir-10030	33	7	.	.	PUNCT
spir-10030	34	1	how	how	SCONJ
spir-10030	34	2	to	to	PART
spir-10030	34	3	see	see	VERB
spir-10030	34	4	the	the	DET
spir-10030	34	5	world	world	NOUN
spir-10030	34	6	.	.	PUNCT
spir-10030	35	1	penguin	penguin	PROPN
spir-10030	35	2	books	books	PROPN
spir-10030	35	3	ltd	ltd	PROPN
spir-10030	35	4	.	.	PROPN
spir-10030	35	5	kindle	kindle	PROPN
spir-10030	35	6	edition	edition	PROPN
spir-10030	35	7	.	.	PUNCT
spir-10030	36	1	mitchell	mitchell	PROPN
spir-10030	36	2	,	,	PUNCT
spir-10030	36	3	william	william	PROPN
spir-10030	36	4	j	j	PROPN
spir-10030	36	5	2005	2005	NUM
spir-10030	36	6	.	.	PUNCT
spir-10030	37	1	what	what	PRON
spir-10030	37	2	do	do	AUX
spir-10030	37	3	pictures	picture	NOUN
spir-10030	37	4	want	want	VERB
spir-10030	37	5	?	?	PUNCT
spir-10030	38	1	chicago	chicago	PROPN
spir-10030	38	2	–	–	PUNCT
spir-10030	38	3	london	london	PROPN
spir-10030	38	4	:	:	PUNCT
spir-10030	38	5	chicago	chicago	PROPN
spir-10030	38	6	university	university	PROPN
spir-10030	38	7	press	press	NOUN
spir-10030	38	8	.	.	PUNCT
spir-10030	39	1	paglen	paglen	PROPN
spir-10030	39	2	,	,	PUNCT
spir-10030	39	3	trevor	trevor	NOUN
spir-10030	39	4	2016	2016	NUM
spir-10030	39	5	.	.	PUNCT
spir-10030	40	1	invisible	invisible	ADJ
spir-10030	40	2	images	image	NOUN
spir-10030	40	3	(	(	PUNCT
spir-10030	40	4	your	your	PRON
spir-10030	40	5	pictures	picture	NOUN
spir-10030	40	6	are	be	AUX
spir-10030	40	7	looking	look	VERB
spir-10030	40	8	at	at	ADP
spir-10030	40	9	you	you	PRON
spir-10030	40	10	)	)	PUNCT
spir-10030	40	11	.	.	PUNCT
spir-10030	41	1	the	the	DET
spir-10030	41	2	new	new	ADJ
spir-10030	41	3	inquiry	inquiry	NOUN
spir-10030	41	4	.	.	PUNCT
spir-10030	42	1	8.12.2016	8.12.2016	NUM
spir-10030	42	2	.	.	PUNCT
spir-10030	43	1	https://thenewinquiry.com/essays/invisible-images-yourpictures-are-looking-at-you/	https://thenewinquiry.com/essays/invisible-images-yourpictures-are-looking-at-you/	PRON
spir-10030	43	2	desirable	desirable	ADJ
spir-10030	43	3	or	or	CCONJ
spir-10030	43	4	accurate	accurate	ADJ
spir-10030	43	5	?	?	PUNCT
spir-10030	44	1	both	both	PRON
spir-10030	44	2	,	,	PUNCT
spir-10030	44	3	of	of	ADP
spir-10030	44	4	course	course	NOUN
spir-10030	44	5	making	make	VERB
spir-10030	44	6	sense	sense	NOUN
spir-10030	44	7	of	of	ADP
spir-10030	44	8	snapchat	snapchat	PROPN
spir-10030	44	9	and	and	CCONJ
spir-10030	44	10	instagram	instagram	PROPN
spir-10030	44	11	katrin	katrin	PROPN
spir-10030	44	12	tiidenberg	tiidenberg	PROPN
spir-10030	44	13	aarhus	aarhus	PROPN
spir-10030	44	14	university	university	PROPN
spir-10030	44	15	,	,	PUNCT
spir-10030	44	16	school	school	NOUN
spir-10030	44	17	of	of	ADP
spir-10030	44	18	communication	communication	NOUN
spir-10030	44	19	and	and	CCONJ
spir-10030	44	20	culture	culture	NOUN
spir-10030	44	21	annette	annette	PROPN
spir-10030	44	22	n	n	PROPN
spir-10030	44	23	markham	markham	PROPN
spir-10030	44	24	aarhus	aarhus	PROPN
spir-10030	44	25	university	university	PROPN
spir-10030	44	26	,	,	PUNCT
spir-10030	44	27	school	school	NOUN
spir-10030	44	28	of	of	ADP
spir-10030	44	29	communication	communication	NOUN
spir-10030	44	30	and	and	CCONJ
spir-10030	44	31	culture	culture	NOUN
spir-10030	44	32	this	this	DET
spir-10030	44	33	presentation	presentation	NOUN
spir-10030	44	34	focuses	focus	VERB
spir-10030	44	35	on	on	ADP
spir-10030	44	36	how	how	SCONJ
spir-10030	44	37	young	young	ADJ
spir-10030	44	38	people	people	NOUN
spir-10030	44	39	make	make	VERB
spir-10030	44	40	sense	sense	NOUN
spir-10030	44	41	of	of	ADP
spir-10030	44	42	their	their	PRON
spir-10030	44	43	own	own	ADJ
spir-10030	44	44	practices	practice	NOUN
spir-10030	44	45	on	on	ADP
spir-10030	44	46	and	and	CCONJ
spir-10030	44	47	with	with	ADP
spir-10030	44	48	visual	visual	ADJ
spir-10030	44	49	social	social	ADJ
spir-10030	44	50	media	medium	NOUN
spir-10030	44	51	apps	app	NOUN
spir-10030	44	52	.	.	PUNCT
spir-10030	45	1	we	we	PRON
spir-10030	45	2	take	take	VERB
spir-10030	45	3	a	a	DET
spir-10030	45	4	networked	networked	ADJ
spir-10030	45	5	publics	public	NOUN
spir-10030	45	6	(	(	PUNCT
spir-10030	45	7	boyd	boyd	PROPN
spir-10030	45	8	2010	2010	NUM
spir-10030	45	9	)	)	PUNCT
spir-10030	45	10	approach	approach	NOUN
spir-10030	45	11	,	,	PUNCT
spir-10030	45	12	which	which	PRON
spir-10030	45	13	means	mean	VERB
spir-10030	45	14	that	that	SCONJ
spir-10030	45	15	to	to	PART
spir-10030	45	16	understand	understand	VERB
spir-10030	45	17	practices	practice	NOUN
spir-10030	45	18	of	of	ADP
spir-10030	45	19	socially	socially	ADV
spir-10030	45	20	mediated	mediate	VERB
spir-10030	45	21	visuality	visuality	NOUN
spir-10030	45	22	,	,	PUNCT
spir-10030	45	23	we	we	PRON
spir-10030	45	24	need	need	VERB
spir-10030	45	25	to	to	PART
spir-10030	45	26	understand	understand	VERB
spir-10030	45	27	the	the	DET
spir-10030	45	28	properties	property	NOUN
spir-10030	45	29	,	,	PUNCT
spir-10030	45	30	affordances	affordance	NOUN
spir-10030	45	31	,	,	PUNCT
spir-10030	45	32	and	and	CCONJ
spir-10030	45	33	dynamics	dynamic	NOUN
spir-10030	45	34	of	of	ADP
spir-10030	45	35	visual	visual	ADJ
spir-10030	45	36	social	social	ADJ
spir-10030	45	37	media	medium	NOUN
spir-10030	45	38	.	.	PUNCT
spir-10030	46	1	but	but	CCONJ
spir-10030	46	2	affordances	affordance	NOUN
spir-10030	46	3	always	always	ADV
spir-10030	46	4	refer	refer	VERB
spir-10030	46	5	to	to	ADP
spir-10030	46	6	the	the	DET
spir-10030	46	7	potential	potential	NOUN
spir-10030	46	8	of	of	ADP
spir-10030	46	9	a	a	DET
spir-10030	46	10	given	give	VERB
spir-10030	46	11	technology	technology	NOUN
spir-10030	46	12	;	;	PUNCT
spir-10030	46	13	they	they	PRON
spir-10030	46	14	are	be	AUX
spir-10030	46	15	socially	socially	ADV
spir-10030	46	16	constructed	construct	VERB
spir-10030	46	17	(	(	PUNCT
spir-10030	46	18	hsieh	hsieh	PROPN
spir-10030	46	19	2012	2012	NUM
spir-10030	46	20	)	)	PUNCT
spir-10030	46	21	,	,	PUNCT
spir-10030	46	22	dependent	dependent	ADJ
spir-10030	46	23	on	on	ADP
spir-10030	46	24	actor	actor	NOUN
spir-10030	46	25	intentions	intention	NOUN
spir-10030	46	26	(	(	PUNCT
spir-10030	46	27	majchrzak	majchrzak	PROPN
spir-10030	46	28	et	et	PROPN
spir-10030	46	29	al	al	PROPN
spir-10030	46	30	.	.	PROPN
spir-10030	46	31	2013	2013	NUM
spir-10030	46	32	)	)	PUNCT
spir-10030	46	33	,	,	PUNCT
spir-10030	46	34	or	or	CCONJ
spir-10030	46	35	imagined	imagine	VERB
spir-10030	46	36	(	(	PUNCT
spir-10030	46	37	nagy	nagy	PROPN
spir-10030	46	38	&	&	CCONJ
spir-10030	46	39	neff	neff	PROPN
spir-10030	46	40	,	,	PUNCT
spir-10030	46	41	2015	2015	NUM
spir-10030	46	42	)	)	PUNCT
spir-10030	46	43	.	.	PUNCT
spir-10030	47	1	yet	yet	ADV
spir-10030	47	2	,	,	PUNCT
spir-10030	47	3	how	how	SCONJ
spir-10030	47	4	people	people	NOUN
spir-10030	47	5	make	make	VERB
spir-10030	47	6	sense	sense	NOUN
spir-10030	47	7	of	of	ADP
spir-10030	47	8	visual	visual	ADJ
spir-10030	47	9	apps	app	NOUN
spir-10030	47	10	and	and	CCONJ
spir-10030	47	11	their	their	PRON
spir-10030	47	12	affordances	affordance	NOUN
spir-10030	47	13	,	,	PUNCT
spir-10030	47	14	shapes	shape	VERB
spir-10030	47	15	perceptions	perception	NOUN
spir-10030	47	16	,	,	PUNCT
spir-10030	47	17	practices	practice	NOUN
spir-10030	47	18	and	and	CCONJ
spir-10030	47	19	visual	visual	ADJ
spir-10030	47	20	culture	culture	NOUN
spir-10030	47	21	in	in	ADP
spir-10030	47	22	the	the	DET
spir-10030	47	23	larger	large	ADJ
spir-10030	47	24	sense	sense	NOUN
spir-10030	47	25	.	.	PUNCT
spir-10030	48	1	snapshot	snapshot	ADJ
spir-10030	48	2	practices	practice	NOUN
spir-10030	48	3	have	have	AUX
spir-10030	48	4	always	always	ADV
spir-10030	48	5	had	have	VERB
spir-10030	48	6	multiple	multiple	ADJ
spir-10030	48	7	functions	function	NOUN
spir-10030	48	8	–	–	PUNCT
spir-10030	48	9	they	they	PRON
spir-10030	48	10	help	help	VERB
spir-10030	48	11	make	make	VERB
spir-10030	48	12	memories	memory	NOUN
spir-10030	48	13	,	,	PUNCT
spir-10030	48	14	create	create	VERB
spir-10030	48	15	and	and	CCONJ
spir-10030	48	16	maintain	maintain	VERB
spir-10030	48	17	relationships	relationship	NOUN
spir-10030	48	18	,	,	PUNCT
spir-10030	48	19	and	and	CCONJ
spir-10030	48	20	tell	tell	VERB
spir-10030	48	21	stories	story	NOUN
spir-10030	48	22	.	.	PUNCT
spir-10030	49	1	socially	socially	ADV
spir-10030	49	2	mediated	mediate	VERB
spir-10030	49	3	images	image	NOUN
spir-10030	49	4	have	have	AUX
spir-10030	49	5	added	add	VERB
spir-10030	49	6	or	or	CCONJ
spir-10030	49	7	scaled	scale	VERB
spir-10030	49	8	up	up	ADP
spir-10030	49	9	photography	photography	NOUN
spir-10030	49	10	’s	’s	PART
spir-10030	49	11	functions	function	NOUN
spir-10030	49	12	as	as	ADP
spir-10030	49	13	social	social	ADJ
spir-10030	49	14	currency	currency	NOUN
spir-10030	49	15	,	,	PUNCT
spir-10030	49	16	for	for	ADP
spir-10030	49	17	impression	impression	NOUN
spir-10030	49	18	management	management	NOUN
spir-10030	49	19	and	and	CCONJ
spir-10030	49	20	interaction	interaction	NOUN
spir-10030	49	21	(	(	PUNCT
spir-10030	49	22	van	van	PROPN
spir-10030	49	23	dijck	dijck	NOUN
spir-10030	49	24	2008	2008	NUM
spir-10030	49	25	)	)	PUNCT
spir-10030	49	26	.	.	PUNCT
spir-10030	50	1	thus	thus	ADV
spir-10030	50	2	,	,	PUNCT
spir-10030	50	3	affordances	affordance	NOUN
spir-10030	50	4	that	that	PRON
spir-10030	50	5	are	be	AUX
spir-10030	50	6	interpreted	interpret	VERB
spir-10030	50	7	as	as	ADP
spir-10030	50	8	fostering	foster	VERB
spir-10030	50	9	sharing	sharing	NOUN
spir-10030	50	10	(	(	PUNCT
spir-10030	50	11	scalability	scalability	NOUN
spir-10030	50	12	,	,	PUNCT
spir-10030	50	13	searchability	searchability	NOUN
spir-10030	50	14	and	and	CCONJ
spir-10030	50	15	duplicability	duplicability	NOUN
spir-10030	50	16	in	in	ADP
spir-10030	50	17	boyd	boyd	PROPN
spir-10030	50	18	’s	’s	PART
spir-10030	50	19	2010	2010	NUM
spir-10030	50	20	model	model	NOUN
spir-10030	50	21	)	)	PUNCT
spir-10030	50	22	lead	lead	VERB
spir-10030	50	23	to	to	ADP
spir-10030	50	24	increased	increase	VERB
spir-10030	50	25	relevance	relevance	NOUN
spir-10030	50	26	of	of	ADP
spir-10030	50	27	interactivity	interactivity	NOUN
spir-10030	50	28	and	and	CCONJ
spir-10030	50	29	relationality	relationality	NOUN
spir-10030	50	30	in	in	ADP
spir-10030	50	31	how	how	SCONJ
spir-10030	50	32	people	people	NOUN
spir-10030	50	33	make	make	VERB
spir-10030	50	34	sense	sense	NOUN
spir-10030	50	35	of	of	ADP
spir-10030	50	36	their	their	PRON
spir-10030	50	37	photographic	photographic	ADJ
spir-10030	50	38	practices	practice	NOUN
spir-10030	50	39	.	.	PUNCT
spir-10030	51	1	further	far	ADV
spir-10030	51	2	,	,	PUNCT
spir-10030	51	3	specific	specific	ADJ
spir-10030	51	4	platforms	platform	NOUN
spir-10030	51	5	and	and	CCONJ
spir-10030	51	6	apps	app	NOUN
spir-10030	51	7	have	have	VERB
spir-10030	51	8	properties	property	NOUN
spir-10030	51	9	and	and	CCONJ
spir-10030	51	10	affordances	affordance	NOUN
spir-10030	51	11	that	that	PRON
spir-10030	51	12	are	be	AUX
spir-10030	51	13	made	make	VERB
spir-10030	51	14	sense	sense	NOUN
spir-10030	51	15	of	of	ADP
spir-10030	51	16	by	by	ADP
spir-10030	51	17	users	user	NOUN
spir-10030	51	18	in	in	ADP
spir-10030	51	19	different	different	ADJ
spir-10030	51	20	ways	way	NOUN
spir-10030	51	21	.	.	PUNCT
spir-10030	52	1	snapchat	snapchat	PROPN
spir-10030	52	2	,	,	PUNCT
spir-10030	52	3	with	with	ADP
spir-10030	52	4	its	its	PRON
spir-10030	52	5	ephemeral	ephemeral	ADJ
spir-10030	52	6	content	content	NOUN
spir-10030	52	7	and	and	CCONJ
spir-10030	52	8	explicit	explicit	ADJ
spir-10030	52	9	control	control	NOUN
spir-10030	52	10	over	over	ADP
spir-10030	52	11	audiences	audience	NOUN
spir-10030	52	12	is	be	AUX
spir-10030	52	13	experienced	experience	VERB
spir-10030	52	14	by	by	ADP
spir-10030	52	15	users	user	NOUN
spir-10030	52	16	as	as	ADP
spir-10030	52	17	a	a	DET
spir-10030	52	18	source	source	NOUN
spir-10030	52	19	of	of	ADP
spir-10030	52	20	enjoyment	enjoyment	NOUN
spir-10030	52	21	(	(	PUNCT
spir-10030	52	22	bayer	bayer	PROPN
spir-10030	52	23	et	et	PROPN
spir-10030	52	24	al	al	PROPN
spir-10030	52	25	,	,	PUNCT
spir-10030	52	26	2016	2016	NUM
spir-10030	52	27	)	)	PUNCT
spir-10030	52	28	,	,	PUNCT
spir-10030	52	29	whereas	whereas	SCONJ
spir-10030	52	30	the	the	DET
spir-10030	52	31	affordances	affordance	NOUN
spir-10030	52	32	that	that	PRON
spir-10030	52	33	foster	foster	VERB
spir-10030	52	34	attention	attention	NOUN
spir-10030	52	35	economy	economy	NOUN
spir-10030	52	36	(	(	PUNCT
spir-10030	52	37	i.e.	i.e.	X
spir-10030	52	38	hashtagging	hashtagging	NOUN
spir-10030	52	39	and	and	CCONJ
spir-10030	52	40	unidirectional	unidirectional	ADJ
spir-10030	52	41	following	following	NOUN
spir-10030	52	42	)	)	PUNCT
spir-10030	52	43	on	on	ADP
spir-10030	52	44	instagram	instagram	PROPN
spir-10030	52	45	,	,	PUNCT
spir-10030	52	46	make	make	VERB
spir-10030	52	47	it	it	PRON
spir-10030	52	48	particularly	particularly	ADV
spir-10030	52	49	suitable	suitable	ADJ
spir-10030	52	50	for	for	ADP
spir-10030	52	51	strategic	strategic	ADJ
spir-10030	52	52	impression	impression	NOUN
spir-10030	52	53	management	management	NOUN
spir-10030	52	54	and	and	CCONJ
spir-10030	52	55	self	self	NOUN
spir-10030	52	56	branding	branding	NOUN
spir-10030	52	57	(	(	PUNCT
spir-10030	52	58	marwick	marwick	NOUN
spir-10030	52	59	2013	2013	NUM
spir-10030	52	60	)	)	PUNCT
spir-10030	52	61	.	.	PUNCT
spir-10030	53	1	given	give	VERB
spir-10030	53	2	the	the	DET
spir-10030	53	3	ubiquity	ubiquity	NOUN
spir-10030	53	4	of	of	ADP
spir-10030	53	5	networked	networked	ADJ
spir-10030	53	6	visuals	visual	NOUN
spir-10030	53	7	,	,	PUNCT
spir-10030	53	8	and	and	CCONJ
spir-10030	53	9	their	their	PRON
spir-10030	53	10	importance	importance	NOUN
spir-10030	53	11	in	in	ADP
spir-10030	53	12	constructing	construct	VERB
spir-10030	53	13	identities	identity	NOUN
spir-10030	53	14	,	,	PUNCT
spir-10030	53	15	social	social	ADJ
spir-10030	53	16	entities	entity	NOUN
spir-10030	53	17	(	(	PUNCT
spir-10030	53	18	i.e.	i.e.	X
spir-10030	53	19	families	family	NOUN
spir-10030	53	20	)	)	PUNCT
spir-10030	53	21	;	;	PUNCT
spir-10030	53	22	attributing	attribute	VERB
spir-10030	53	23	meaning	meaning	NOUN
spir-10030	53	24	or	or	CCONJ
spir-10030	53	25	value	value	NOUN
spir-10030	53	26	to	to	ADP
spir-10030	53	27	different	different	ADJ
spir-10030	53	28	categories	category	NOUN
spir-10030	53	29	or	or	CCONJ
spir-10030	53	30	phenomena	phenomenon	NOUN
spir-10030	53	31	(	(	PUNCT
spir-10030	53	32	i.e.	i.e.	X
spir-10030	53	33	what	what	PRON
spir-10030	53	34	is	be	AUX
spir-10030	53	35	beautiful	beautiful	ADJ
spir-10030	53	36	,	,	PUNCT
spir-10030	53	37	feminine	feminine	ADJ
spir-10030	53	38	)	)	PUNCT
spir-10030	54	1	it	it	PRON
spir-10030	54	2	is	be	AUX
spir-10030	54	3	important	important	ADJ
spir-10030	54	4	we	we	PRON
spir-10030	54	5	understand	understand	VERB
spir-10030	54	6	how	how	SCONJ
spir-10030	54	7	visual	visual	ADJ
spir-10030	54	8	social	social	ADJ
spir-10030	54	9	media	medium	NOUN
spir-10030	54	10	is	be	AUX
spir-10030	54	11	made	make	VERB
spir-10030	54	12	sense	sense	NOUN
spir-10030	54	13	of	of	ADP
spir-10030	54	14	by	by	ADP
spir-10030	54	15	users	user	NOUN
spir-10030	54	16	.	.	PUNCT
spir-10030	55	1	material	material	NOUN
spir-10030	55	2	,	,	PUNCT
spir-10030	55	3	method	method	NOUN
spir-10030	55	4	,	,	PUNCT
spir-10030	55	5	analysis	analysis	NOUN
spir-10030	55	6	this	this	DET
spir-10030	55	7	presentation	presentation	NOUN
spir-10030	55	8	is	be	AUX
spir-10030	55	9	part	part	NOUN
spir-10030	55	10	of	of	ADP
spir-10030	55	11	a	a	DET
spir-10030	55	12	larger	large	ADJ
spir-10030	55	13	,	,	PUNCT
spir-10030	55	14	collaborative	collaborative	ADJ
spir-10030	55	15	project	project	NOUN
spir-10030	55	16	that	that	PRON
spir-10030	55	17	analyses	analyse	VERB
spir-10030	55	18	how	how	SCONJ
spir-10030	55	19	college	college	NOUN
spir-10030	55	20	students	student	NOUN
spir-10030	55	21	make	make	VERB
spir-10030	55	22	sense	sense	NOUN
spir-10030	55	23	of	of	ADP
spir-10030	55	24	their	their	PRON
spir-10030	55	25	social	social	ADJ
spir-10030	55	26	media	medium	NOUN
spir-10030	55	27	experiences	experience	NOUN
spir-10030	55	28	.	.	PUNCT
spir-10030	56	1	that	that	DET
spir-10030	56	2	project	project	NOUN
spir-10030	56	3	in	in	ADP
spir-10030	56	4	turn	turn	NOUN
spir-10030	56	5	is	be	AUX
spir-10030	56	6	situated	situate	VERB
spir-10030	56	7	in	in	ADP
spir-10030	56	8	one	one	NUM
spir-10030	56	9	author	author	NOUN
spir-10030	56	10	’s	’s	PART
spir-10030	56	11	ethnographic	ethnographic	ADJ
spir-10030	56	12	study	study	NOUN
spir-10030	56	13	,	,	PUNCT
spir-10030	56	14	where	where	SCONJ
spir-10030	56	15	she	she	PRON
spir-10030	56	16	trained	train	VERB
spir-10030	56	17	young	young	ADJ
spir-10030	56	18	people	people	NOUN
spir-10030	56	19	to	to	PART
spir-10030	56	20	become	become	VERB
spir-10030	56	21	ethnographers	ethnographer	NOUN
spir-10030	56	22	of	of	ADP
spir-10030	56	23	their	their	PRON
spir-10030	56	24	own	own	ADJ
spir-10030	56	25	social	social	ADJ
spir-10030	56	26	media	medium	NOUN
spir-10030	56	27	experience	experience	NOUN
spir-10030	56	28	.	.	PUNCT
spir-10030	57	1	for	for	ADP
spir-10030	57	2	this	this	DET
spir-10030	57	3	presentation	presentation	NOUN
spir-10030	57	4	we	we	PRON
spir-10030	57	5	discursively	discursively	ADV
spir-10030	57	6	analyzed	analyze	VERB
spir-10030	57	7	eight	eight	NUM
spir-10030	57	8	people	people	NOUN
spir-10030	57	9	’s	’s	PART
spir-10030	57	10	multimodal	multimodal	NOUN
spir-10030	57	11	(	(	PUNCT
spir-10030	57	12	video	video	NOUN
spir-10030	57	13	,	,	PUNCT
spir-10030	57	14	screen	screen	NOUN
spir-10030	57	15	-	-	PUNCT
spir-10030	57	16	captures	capture	NOUN
spir-10030	57	17	,	,	PUNCT
spir-10030	57	18	text	text	NOUN
spir-10030	57	19	narrative	narrative	NOUN
spir-10030	57	20	)	)	PUNCT
spir-10030	57	21	auto	auto	NOUN
spir-10030	57	22	-	-	PUNCT
spir-10030	57	23	ethnographic	ethnographic	NOUN
spir-10030	57	24	reflections	reflection	NOUN
spir-10030	57	25	(	(	PUNCT
spir-10030	57	26	instant	instant	ADJ
spir-10030	57	27	reflections	reflection	NOUN
spir-10030	57	28	,	,	PUNCT
spir-10030	57	29	analytical	analytical	ADJ
spir-10030	57	30	narrative	narrative	NOUN
spir-10030	57	31	,	,	PUNCT
spir-10030	57	32	field	field	NOUN
spir-10030	57	33	notes	note	NOUN
spir-10030	57	34	,	,	PUNCT
spir-10030	57	35	interviews	interview	NOUN
spir-10030	57	36	)	)	PUNCT
spir-10030	57	37	.	.	PUNCT
spir-10030	58	1	the	the	DET
spir-10030	58	2	focus	focus	NOUN
spir-10030	58	3	of	of	ADP
spir-10030	58	4	these	these	DET
spir-10030	58	5	reflections	reflection	NOUN
spir-10030	58	6	,	,	PUNCT
spir-10030	58	7	including	include	VERB
spir-10030	58	8	which	which	DET
spir-10030	58	9	apps	app	NOUN
spir-10030	58	10	they	they	PRON
spir-10030	58	11	explore	explore	VERB
spir-10030	58	12	,	,	PUNCT
spir-10030	58	13	are	be	AUX
spir-10030	58	14	choices	choice	NOUN
spir-10030	58	15	made	make	VERB
spir-10030	58	16	by	by	ADP
spir-10030	58	17	participants	participant	NOUN
spir-10030	58	18	themselves	themselves	PRON
spir-10030	58	19	.	.	PUNCT
spir-10030	59	1	thus	thus	ADV
spir-10030	59	2	,	,	PUNCT
spir-10030	59	3	we	we	PRON
spir-10030	59	4	analyze	analyze	VERB
spir-10030	59	5	how	how	SCONJ
spir-10030	59	6	young	young	ADJ
spir-10030	59	7	people	people	NOUN
spir-10030	59	8	,	,	PUNCT
spir-10030	59	9	for	for	ADP
spir-10030	59	10	whom	whom	PRON
spir-10030	59	11	instagram	instagram	PROPN
spir-10030	59	12	and	and	CCONJ
spir-10030	59	13	snpachat	snpachat	PROPN
spir-10030	59	14	are	be	AUX
spir-10030	59	15	important	important	ADJ
spir-10030	59	16	,	,	PUNCT
spir-10030	59	17	make	make	VERB
spir-10030	59	18	sense	sense	NOUN
spir-10030	59	19	of	of	ADP
spir-10030	59	20	and	and	CCONJ
spir-10030	59	21	articulate	articulate	VERB
spir-10030	59	22	their	their	PRON
spir-10030	59	23	visual	visual	ADJ
spir-10030	59	24	practices	practice	NOUN
spir-10030	59	25	,	,	PUNCT
spir-10030	59	26	and	and	CCONJ
spir-10030	59	27	how	how	SCONJ
spir-10030	59	28	they	they	PRON
spir-10030	59	29	frame	frame	VERB
spir-10030	59	30	and	and	CCONJ
spir-10030	59	31	situate	situate	VERB
spir-10030	59	32	these	these	DET
spir-10030	59	33	visual	visual	ADJ
spir-10030	59	34	apps	app	NOUN
spir-10030	59	35	in	in	ADP
spir-10030	59	36	their	their	PRON
spir-10030	59	37	lives	life	NOUN
spir-10030	59	38	.	.	PUNCT
spir-10030	60	1	discussion	discussion	NOUN
spir-10030	60	2	in	in	ADP
spir-10030	60	3	the	the	DET
spir-10030	60	4	following	following	NOUN
spir-10030	60	5	we	we	PRON
spir-10030	60	6	present	present	VERB
spir-10030	60	7	how	how	SCONJ
spir-10030	60	8	our	our	PRON
spir-10030	60	9	participants	participant	NOUN
spir-10030	60	10	make	make	VERB
spir-10030	60	11	sense	sense	NOUN
spir-10030	60	12	of	of	ADP
spir-10030	60	13	instagram	instagram	PROPN
spir-10030	60	14	and	and	CCONJ
spir-10030	60	15	snapchat	snapchat	PROPN
spir-10030	60	16	;	;	PUNCT
spir-10030	60	17	how	how	SCONJ
spir-10030	60	18	the	the	DET
spir-10030	60	19	affordances	affordance	NOUN
spir-10030	60	20	of	of	ADP
spir-10030	60	21	both	both	PRON
spir-10030	60	22	are	be	AUX
spir-10030	60	23	explicitly	explicitly	ADV
spir-10030	60	24	and	and	CCONJ
spir-10030	60	25	implicitly	implicitly	ADV
spir-10030	60	26	compared	compare	VERB
spir-10030	60	27	,	,	PUNCT
spir-10030	60	28	and	and	CCONJ
spir-10030	60	29	how	how	SCONJ
spir-10030	60	30	the	the	DET
spir-10030	60	31	apps	app	NOUN
spir-10030	60	32	are	be	AUX
spir-10030	60	33	rhetorically	rhetorically	ADV
spir-10030	60	34	constructed	construct	VERB
spir-10030	60	35	as	as	ADP
spir-10030	60	36	different	different	ADJ
spir-10030	60	37	yet	yet	ADV
spir-10030	60	38	important	important	ADJ
spir-10030	60	39	in	in	ADP
spir-10030	60	40	their	their	PRON
spir-10030	60	41	everyday	everyday	ADJ
spir-10030	60	42	lives	life	NOUN
spir-10030	60	43	.	.	PUNCT
spir-10030	61	1	instagram	instagram	PROPN
spir-10030	61	2	snapchat	snapchat	PROPN
spir-10030	61	3	posting	post	VERB
spir-10030	61	4	pictures	picture	NOUN
spir-10030	61	5	on	on	ADP
spir-10030	61	6	social	social	ADJ
spir-10030	61	7	media	medium	NOUN
spir-10030	61	8	=	=	PUNCT
spir-10030	61	9	posting	post	VERB
spir-10030	61	10	images	image	NOUN
spir-10030	61	11	on	on	ADP
spir-10030	61	12	instagram	instagram	PROPN
spir-10030	61	13	.	.	PUNCT
spir-10030	62	1	instagram	instagram	PROPN
spir-10030	62	2	dominates	dominate	VERB
spir-10030	62	3	what	what	PRON
spir-10030	62	4	participants	participant	NOUN
spir-10030	62	5	frame	frame	VERB
spir-10030	62	6	as	as	ADP
spir-10030	62	7	“	"	PUNCT
spir-10030	62	8	posting	post	VERB
spir-10030	62	9	images	image	NOUN
spir-10030	62	10	on	on	ADP
spir-10030	62	11	social	social	ADJ
spir-10030	62	12	media	medium	NOUN
spir-10030	62	13	”	"	PUNCT
spir-10030	62	14	.	.	PUNCT
spir-10030	63	1	facebook	facebook	PROPN
spir-10030	63	2	profile	profile	PROPN
spir-10030	63	3	pictures	picture	NOUN
spir-10030	63	4	,	,	PUNCT
spir-10030	63	5	or	or	CCONJ
spir-10030	63	6	snaps	snap	NOUN
spir-10030	63	7	are	be	AUX
spir-10030	63	8	not	not	PART
spir-10030	63	9	experienced	experience	VERB
spir-10030	63	10	as	as	ADP
spir-10030	63	11	such	such	ADJ
spir-10030	63	12	.	.	PUNCT
spir-10030	64	1	the	the	DET
spir-10030	64	2	first	first	ADJ
spir-10030	64	3	is	be	AUX
spir-10030	64	4	not	not	PART
spir-10030	64	5	framed	frame	VERB
spir-10030	64	6	as	as	ADP
spir-10030	64	7	a	a	DET
spir-10030	64	8	“	"	PUNCT
spir-10030	64	9	social	social	ADJ
spir-10030	64	10	media	medium	NOUN
spir-10030	64	11	image	image	NOUN
spir-10030	64	12	”	"	PUNCT
spir-10030	64	13	,	,	PUNCT
spir-10030	64	14	and	and	CCONJ
spir-10030	64	15	the	the	DET
spir-10030	64	16	second	second	ADJ
spir-10030	64	17	not	not	PART
spir-10030	64	18	as	as	ADP
spir-10030	64	19	“	"	PUNCT
spir-10030	64	20	posting	post	VERB
spir-10030	64	21	”	"	PUNCT
spir-10030	64	22	.	.	PUNCT
spir-10030	65	1	snapchat	snapchat	PROPN
spir-10030	65	2	is	be	AUX
spir-10030	65	3	a	a	DET
spir-10030	65	4	“	"	PUNCT
spir-10030	65	5	communication	communication	NOUN
spir-10030	65	6	platform	platform	NOUN
spir-10030	65	7	”	"	PUNCT
spir-10030	65	8	used	use	VERB
spir-10030	65	9	with	with	ADP
spir-10030	65	10	everyone	everyone	PRON
spir-10030	65	11	for	for	ADP
spir-10030	65	12	all	all	DET
spir-10030	65	13	kinds	kind	NOUN
spir-10030	65	14	of	of	ADP
spir-10030	65	15	content	content	NOUN
spir-10030	65	16	and	and	CCONJ
spir-10030	65	17	emotions	emotion	NOUN
spir-10030	65	18	.	.	PUNCT
spir-10030	66	1	snapchat	snapchat	PROPN
spir-10030	66	2	is	be	AUX
spir-10030	66	3	framed	frame	VERB
spir-10030	66	4	as	as	ADP
spir-10030	66	5	choice	choice	NOUN
spir-10030	66	6	platform	platform	NOUN
spir-10030	66	7	to	to	PART
spir-10030	66	8	communicate	communicate	VERB
spir-10030	66	9	with	with	ADP
spir-10030	66	10	friends	friend	NOUN
spir-10030	66	11	,	,	PUNCT
spir-10030	66	12	family	family	NOUN
spir-10030	66	13	,	,	PUNCT
spir-10030	66	14	acquaintances	acquaintance	NOUN
spir-10030	66	15	and	and	CCONJ
spir-10030	66	16	(	(	PUNCT
spir-10030	66	17	potential	potential	ADJ
spir-10030	66	18	)	)	PUNCT
spir-10030	66	19	lovers	lover	NOUN
spir-10030	66	20	,	,	PUNCT
spir-10030	66	21	about	about	ADP
spir-10030	66	22	what	what	PRON
spir-10030	66	23	the	the	DET
spir-10030	66	24	participants	participant	NOUN
spir-10030	66	25	are	be	AUX
spir-10030	66	26	up	up	ADP
spir-10030	66	27	to	to	ADP
spir-10030	66	28	,	,	PUNCT
spir-10030	66	29	frustrated	frustrate	VERB
spir-10030	66	30	with	with	ADP
spir-10030	66	31	,	,	PUNCT
spir-10030	66	32	where	where	SCONJ
spir-10030	66	33	they	they	PRON
spir-10030	66	34	are	be	AUX
spir-10030	66	35	,	,	PUNCT
spir-10030	66	36	or	or	CCONJ
spir-10030	66	37	anything	anything	PRON
spir-10030	66	38	in	in	ADP
spir-10030	66	39	between	between	ADP
spir-10030	66	40	.	.	PUNCT
spir-10030	67	1	snapchat	snapchat	PROPN
spir-10030	67	2	has	have	AUX
spir-10030	67	3	substituted	substitute	VERB
spir-10030	67	4	other	other	ADJ
spir-10030	67	5	chatting	chatting	NOUN
spir-10030	67	6	apps	app	NOUN
spir-10030	67	7	,	,	PUNCT
spir-10030	67	8	as	as	ADV
spir-10030	67	9	well	well	ADV
spir-10030	67	10	as	as	ADP
spir-10030	67	11	the	the	DET
spir-10030	67	12	camera	camera	NOUN
spir-10030	67	13	app	app	PROPN
spir-10030	67	14	.	.	PUNCT
spir-10030	68	1	instagram	instagram	PROPN
spir-10030	68	2	has	have	AUX
spir-10030	68	3	permeated	permeate	VERB
spir-10030	68	4	experiences	experience	NOUN
spir-10030	68	5	of	of	ADP
spir-10030	68	6	socially	socially	ADV
spir-10030	68	7	mediated	mediate	VERB
spir-10030	68	8	visuality	visuality	NOUN
spir-10030	68	9	to	to	ADP
spir-10030	68	10	the	the	DET
spir-10030	68	11	extent	extent	NOUN
spir-10030	68	12	where	where	SCONJ
spir-10030	68	13	everyday	everyday	ADJ
spir-10030	68	14	life	life	NOUN
spir-10030	68	15	is	be	AUX
spir-10030	68	16	viewed	view	VERB
spir-10030	68	17	through	through	ADP
spir-10030	68	18	and	and	CCONJ
spir-10030	68	19	already	already	ADV
spir-10030	68	20	created	create	VERB
spir-10030	68	21	content	content	NOUN
spir-10030	68	22	measured	measure	VERB
spir-10030	68	23	against	against	ADP
spir-10030	68	24	the	the	DET
spir-10030	68	25	lens	lens	NOUN
spir-10030	68	26	of	of	ADP
spir-10030	68	27	“	"	PUNCT
spir-10030	68	28	instaworthy	instaworthy	ADJ
spir-10030	68	29	.	.	PUNCT
spir-10030	68	30	”	"	PUNCT
spir-10030	69	1	snapchat	snapchat	PROPN
spir-10030	69	2	is	be	AUX
spir-10030	69	3	and	and	CCONJ
spir-10030	69	4	seems	seem	VERB
spir-10030	69	5	casual	casual	ADJ
spir-10030	69	6	.	.	PUNCT
spir-10030	70	1	participants	participant	NOUN
spir-10030	70	2	frame	frame	VERB
spir-10030	70	3	snapchat	snapchat	PRON
spir-10030	70	4	as	as	ADP
spir-10030	70	5	both	both	PRON
spir-10030	70	6	allowing	allow	VERB
spir-10030	70	7	them	they	PRON
spir-10030	70	8	to	to	PART
spir-10030	70	9	be	be	AUX
spir-10030	70	10	,	,	PUNCT
spir-10030	70	11	but	but	CCONJ
spir-10030	70	12	more	more	ADV
spir-10030	70	13	importantly	importantly	ADV
spir-10030	70	14	,	,	PUNCT
spir-10030	70	15	making	make	VERB
spir-10030	70	16	them	they	PRON
spir-10030	70	17	come	come	VERB
spir-10030	70	18	across	across	ADP
spir-10030	70	19	as	as	ADV
spir-10030	70	20	more	more	ADV
spir-10030	70	21	relaxed	relaxed	ADJ
spir-10030	70	22	about	about	ADP
spir-10030	70	23	their	their	PRON
spir-10030	70	24	self	self	NOUN
spir-10030	70	25	-	-	PUNCT
spir-10030	70	26	presentation	presentation	NOUN
spir-10030	70	27	.	.	PUNCT
spir-10030	71	1	there	there	PRON
spir-10030	71	2	’s	’	VERB
spir-10030	71	3	nothing	nothing	PRON
spir-10030	71	4	“	"	PUNCT
spir-10030	71	5	insta	insta	NOUN
spir-10030	71	6	”	"	PUNCT
spir-10030	71	7	about	about	ADP
spir-10030	71	8	instagram	instagram	PROPN
spir-10030	71	9	.	.	PUNCT
spir-10030	72	1	posting	post	VERB
spir-10030	72	2	to	to	ADP
spir-10030	72	3	instagram	instagram	PROPN
spir-10030	72	4	is	be	AUX
spir-10030	72	5	framed	frame	VERB
spir-10030	72	6	as	as	ADP
spir-10030	72	7	slow	slow	ADJ
spir-10030	72	8	,	,	PUNCT
spir-10030	72	9	calculated	calculate	VERB
spir-10030	72	10	and	and	CCONJ
spir-10030	72	11	painstaking	painstaking	ADJ
spir-10030	72	12	.	.	PUNCT
spir-10030	73	1	images	image	NOUN
spir-10030	73	2	are	be	AUX
spir-10030	73	3	chosen	choose	VERB
spir-10030	73	4	and	and	CCONJ
spir-10030	73	5	edited	edit	VERB
spir-10030	73	6	based	base	VERB
spir-10030	73	7	on	on	ADP
spir-10030	73	8	assumptions	assumption	NOUN
spir-10030	73	9	about	about	ADP
spir-10030	73	10	imagined	imagined	ADJ
spir-10030	73	11	audiences	audience	NOUN
spir-10030	73	12	,	,	PUNCT
spir-10030	73	13	comparisons	comparison	NOUN
spir-10030	73	14	to	to	ADP
spir-10030	73	15	others	other	NOUN
spir-10030	73	16	'	'	PART
spir-10030	73	17	content	content	NOUN
spir-10030	73	18	,	,	PUNCT
spir-10030	73	19	and	and	CCONJ
spir-10030	73	20	preferred	preferred	ADJ
spir-10030	73	21	aesthetic	aesthetic	ADJ
spir-10030	73	22	.	.	PUNCT
spir-10030	74	1	snapchat	snapchat	PROPN
spir-10030	74	2	is	be	AUX
spir-10030	74	3	framed	frame	VERB
spir-10030	74	4	as	as	ADP
spir-10030	74	5	presenting	present	VERB
spir-10030	74	6	participants	participant	NOUN
spir-10030	74	7	and	and	CCONJ
spir-10030	74	8	their	their	PRON
spir-10030	74	9	lives	life	NOUN
spir-10030	74	10	in	in	ADP
spir-10030	74	11	a	a	DET
spir-10030	74	12	fairly	fairly	ADV
spir-10030	74	13	accurate	accurate	ADJ
spir-10030	74	14	way	way	NOUN
spir-10030	74	15	,	,	PUNCT
spir-10030	74	16	but	but	CCONJ
spir-10030	74	17	does	do	AUX
spir-10030	74	18	n’t	not	PART
spir-10030	74	19	have	have	VERB
spir-10030	74	20	a	a	DET
spir-10030	74	21	recognizable	recognizable	ADJ
spir-10030	74	22	aesthetic	aesthetic	ADJ
spir-10030	74	23	,	,	PUNCT
spir-10030	74	24	thus	thus	ADV
spir-10030	74	25	does	do	AUX
spir-10030	74	26	n’t	not	PART
spir-10030	74	27	have	have	VERB
spir-10030	74	28	the	the	DET
spir-10030	74	29	benefit	benefit	NOUN
spir-10030	74	30	of	of	ADP
spir-10030	74	31	aestheticizing	aestheticize	VERB
spir-10030	74	32	one	one	NUM
spir-10030	74	33	’s	’s	PART
spir-10030	74	34	life	life	NOUN
spir-10030	74	35	.	.	PUNCT
spir-10030	75	1	instagram	instagram	PROPN
spir-10030	75	2	is	be	AUX
spir-10030	75	3	about	about	ADP
spir-10030	75	4	strangers	stranger	NOUN
spir-10030	75	5	.	.	PUNCT
spir-10030	76	1	our	our	PRON
spir-10030	76	2	participants	participant	NOUN
spir-10030	76	3	have	have	VERB
spir-10030	76	4	public	public	ADJ
spir-10030	76	5	instagrams	instagram	NOUN
spir-10030	76	6	,	,	PUNCT
spir-10030	76	7	which	which	PRON
spir-10030	76	8	they	they	PRON
spir-10030	76	9	acknowledge	acknowledge	VERB
spir-10030	76	10	as	as	ADP
spir-10030	76	11	reducing	reduce	VERB
spir-10030	76	12	their	their	PRON
spir-10030	76	13	ability	ability	NOUN
spir-10030	76	14	to	to	PART
spir-10030	76	15	relax	relax	VERB
spir-10030	76	16	their	their	PRON
spir-10030	76	17	self	self	NOUN
spir-10030	76	18	-	-	PUNCT
spir-10030	76	19	presentation	presentation	NOUN
spir-10030	76	20	,	,	PUNCT
spir-10030	76	21	but	but	CCONJ
spir-10030	76	22	insta	insta	NOUN
spir-10030	76	23	-	-	PUNCT
spir-10030	76	24	snapchat	snapchat	PROPN
spir-10030	76	25	.	.	PUNCT
spir-10030	77	1	whether	whether	SCONJ
spir-10030	77	2	exchanging	exchange	VERB
spir-10030	77	3	messages	message	NOUN
spir-10030	77	4	with	with	ADP
spir-10030	77	5	friends	friend	NOUN
spir-10030	77	6	or	or	CCONJ
spir-10030	77	7	posting	post	VERB
spir-10030	77	8	to	to	ADP
spir-10030	77	9	my	my	PRON
spir-10030	77	10	story	story	NOUN
spir-10030	77	11	,	,	PUNCT
spir-10030	77	12	snapchat	snapchat	PROPN
spir-10030	77	13	is	be	AUX
spir-10030	77	14	framed	frame	VERB
spir-10030	77	15	as	as	ADP
spir-10030	77	16	a	a	DET
spir-10030	77	17	hereandwhich	hereandwhich	NOUN
spir-10030	77	18	they	they	PRON
spir-10030	77	19	are	be	AUX
spir-10030	77	20	reluctant	reluctant	ADJ
spir-10030	77	21	to	to	PART
spir-10030	77	22	give	give	VERB
spir-10030	77	23	up	up	ADP
spir-10030	77	24	,	,	PUNCT
spir-10030	77	25	as	as	SCONJ
spir-10030	77	26	they	they	PRON
spir-10030	77	27	enjoy	enjoy	VERB
spir-10030	77	28	aspects	aspect	NOUN
spir-10030	77	29	of	of	ADP
spir-10030	77	30	the	the	DET
spir-10030	77	31	attention	attention	NOUN
spir-10030	77	32	economy	economy	NOUN
spir-10030	77	33	.	.	PUNCT
spir-10030	78	1	“	"	PUNCT
spir-10030	78	2	stalking	stalk	VERB
spir-10030	78	3	”	"	PUNCT
spir-10030	78	4	and	and	CCONJ
spir-10030	78	5	“	"	PUNCT
spir-10030	78	6	discovering	discover	VERB
spir-10030	78	7	”	"	PUNCT
spir-10030	78	8	content	content	NOUN
spir-10030	78	9	by	by	ADP
spir-10030	78	10	strangers	stranger	NOUN
spir-10030	78	11	is	be	AUX
spir-10030	78	12	articulated	articulate	VERB
spir-10030	78	13	through	through	ADP
spir-10030	78	14	a	a	DET
spir-10030	78	15	dialectic	dialectic	NOUN
spir-10030	78	16	of	of	ADP
spir-10030	78	17	inspiration	inspiration	NOUN
spir-10030	78	18	and	and	CCONJ
spir-10030	78	19	envy	envy	NOUN
spir-10030	78	20	.	.	PUNCT
spir-10030	79	1	now	now	ADV
spir-10030	79	2	activity	activity	NOUN
spir-10030	79	3	.	.	PUNCT
spir-10030	80	1	conclusion	conclusion	NOUN
spir-10030	80	2	instagram	instagram	PROPN
spir-10030	80	3	is	be	AUX
spir-10030	80	4	experienced	experience	VERB
spir-10030	80	5	and	and	CCONJ
spir-10030	80	6	construed	construe	VERB
spir-10030	80	7	as	as	ADP
spir-10030	80	8	an	an	DET
spir-10030	80	9	app	app	NOUN
spir-10030	80	10	where	where	SCONJ
spir-10030	80	11	participation	participation	NOUN
spir-10030	80	12	is	be	AUX
spir-10030	80	13	effortful	effortful	ADJ
spir-10030	80	14	,	,	PUNCT
spir-10030	80	15	driven	drive	VERB
spir-10030	80	16	by	by	ADP
spir-10030	80	17	self	self	NOUN
spir-10030	80	18	-	-	PUNCT
spir-10030	80	19	imposed	impose	VERB
spir-10030	80	20	rules	rule	NOUN
spir-10030	80	21	,	,	PUNCT
spir-10030	80	22	and	and	CCONJ
spir-10030	80	23	occasionally	occasionally	ADV
spir-10030	80	24	depressing	depressing	ADJ
spir-10030	80	25	because	because	SCONJ
spir-10030	80	26	of	of	ADP
spir-10030	80	27	comparison	comparison	NOUN
spir-10030	80	28	to	to	ADP
spir-10030	80	29	,	,	PUNCT
spir-10030	80	30	and	and	CCONJ
spir-10030	80	31	envy	envy	NOUN
spir-10030	80	32	of	of	ADP
spir-10030	80	33	strangers	stranger	NOUN
spir-10030	80	34	’	'	PUNCT
spir-10030	80	35	beautiful	beautiful	ADJ
spir-10030	80	36	lives	life	NOUN
spir-10030	80	37	.	.	PUNCT
spir-10030	81	1	snapchat	snapchat	INTJ
spir-10030	81	2	,	,	PUNCT
spir-10030	81	3	in	in	ADP
spir-10030	81	4	contrast	contrast	NOUN
spir-10030	81	5	,	,	PUNCT
spir-10030	81	6	is	be	AUX
spir-10030	81	7	experienced	experience	VERB
spir-10030	81	8	and	and	CCONJ
spir-10030	81	9	construed	construe	VERB
spir-10030	81	10	as	as	ADP
spir-10030	81	11	an	an	DET
spir-10030	81	12	app	app	NOUN
spir-10030	81	13	that	that	PRON
spir-10030	81	14	is	be	AUX
spir-10030	81	15	and	and	CCONJ
spir-10030	81	16	seems	seem	VERB
spir-10030	81	17	casual	casual	ADJ
spir-10030	81	18	and	and	CCONJ
spir-10030	81	19	allows	allow	VERB
spir-10030	81	20	spontaneous	spontaneous	ADJ
spir-10030	81	21	,	,	PUNCT
spir-10030	81	22	yet	yet	CCONJ
spir-10030	81	23	relaxed	relaxed	ADJ
spir-10030	81	24	participation	participation	NOUN
spir-10030	81	25	.	.	PUNCT
spir-10030	82	1	our	our	PRON
spir-10030	82	2	participant	participant	ADJ
spir-10030	82	3	anna	anna	NOUN
spir-10030	82	4	writes	write	VERB
spir-10030	82	5	:	:	PUNCT
spir-10030	82	6	instagram	instagram	PROPN
spir-10030	82	7	lets	let	VERB
spir-10030	82	8	me	i	PRON
spir-10030	82	9	portray	portray	VERB
spir-10030	82	10	my	my	PRON
spir-10030	82	11	life	life	NOUN
spir-10030	82	12	in	in	ADP
spir-10030	82	13	just	just	ADV
spir-10030	82	14	the	the	DET
spir-10030	82	15	way	way	NOUN
spir-10030	82	16	i	i	PRON
spir-10030	82	17	like	like	VERB
spir-10030	82	18	it	it	PRON
spir-10030	82	19	,	,	PUNCT
spir-10030	82	20	how	how	SCONJ
spir-10030	82	21	i	i	PRON
spir-10030	82	22	know	know	VERB
spir-10030	82	23	others	other	NOUN
spir-10030	82	24	like	like	ADP
spir-10030	82	25	it	it	PRON
spir-10030	82	26	,	,	PUNCT
spir-10030	82	27	and	and	CCONJ
spir-10030	82	28	in	in	ADP
spir-10030	82	29	a	a	DET
spir-10030	82	30	way	way	NOUN
spir-10030	82	31	that	that	PRON
spir-10030	82	32	is	be	AUX
spir-10030	82	33	broadly	broadly	ADV
spir-10030	82	34	accepted	accept	VERB
spir-10030	82	35	.	.	PUNCT
spir-10030	83	1	on	on	ADP
spir-10030	83	2	instagram	instagram	PROPN
spir-10030	83	3	i	i	PRON
spir-10030	83	4	am	be	AUX
spir-10030	83	5	showing	show	VERB
spir-10030	83	6	my	my	PRON
spir-10030	83	7	desired	desire	VERB
spir-10030	83	8	life	life	NOUN
spir-10030	83	9	.	.	PUNCT
spir-10030	84	1	however	however	ADV
spir-10030	84	2	,	,	PUNCT
spir-10030	84	3	i	i	PRON
spir-10030	84	4	know	know	VERB
spir-10030	84	5	it	it	PRON
spir-10030	84	6	is	be	AUX
spir-10030	84	7	not	not	PART
spir-10030	84	8	entirely	entirely	ADV
spir-10030	84	9	accurate	accurate	ADJ
spir-10030	84	10	…	…	PUNCT
spir-10030	84	11	i	i	PRON
spir-10030	84	12	think	think	VERB
spir-10030	84	13	that	that	SCONJ
spir-10030	84	14	the	the	DET
spir-10030	84	15	identity	identity	NOUN
spir-10030	84	16	cues	cue	VERB
spir-10030	84	17	i	i	PRON
spir-10030	84	18	give	give	VERB
spir-10030	84	19	via	via	ADP
spir-10030	84	20	snapchat	snapchat	PROPN
spir-10030	84	21	might	might	AUX
spir-10030	84	22	be	be	AUX
spir-10030	84	23	the	the	DET
spir-10030	84	24	most	most	ADV
spir-10030	84	25	accurate	accurate	ADJ
spir-10030	84	26	,	,	PUNCT
spir-10030	84	27	since	since	SCONJ
spir-10030	84	28	it	it	PRON
spir-10030	84	29	’s	’	VERB
spir-10030	84	30	both	both	DET
spir-10030	84	31	content	content	NOUN
spir-10030	84	32	about	about	ADP
spir-10030	84	33	“	"	PUNCT
spir-10030	84	34	the	the	DET
spir-10030	84	35	ugly	ugly	ADJ
spir-10030	84	36	truth	truth	NOUN
spir-10030	84	37	,	,	PUNCT
spir-10030	84	38	”	"	PUNCT
spir-10030	84	39	and	and	CCONJ
spir-10030	84	40	about	about	ADP
spir-10030	84	41	the	the	DET
spir-10030	84	42	spectacular	spectacular	ADJ
spir-10030	84	43	and	and	CCONJ
spir-10030	84	44	special	special	ADJ
spir-10030	84	45	moments	moment	NOUN
spir-10030	84	46	.	.	PUNCT
spir-10030	85	1	yet	yet	ADV
spir-10030	85	2	,	,	PUNCT
spir-10030	85	3	our	our	PRON
spir-10030	85	4	participants	participant	NOUN
spir-10030	85	5	do	do	AUX
spir-10030	85	6	not	not	PART
spir-10030	85	7	frame	frame	VERB
spir-10030	85	8	either	either	CCONJ
spir-10030	85	9	app	app	NOUN
spir-10030	85	10	as	as	ADP
spir-10030	85	11	expendable	expendable	ADJ
spir-10030	85	12	.	.	PUNCT
spir-10030	86	1	instead	instead	ADV
spir-10030	86	2	,	,	PUNCT
spir-10030	86	3	it	it	PRON
spir-10030	86	4	seems	seem	VERB
spir-10030	86	5	,	,	PUNCT
spir-10030	86	6	both	both	PRON
spir-10030	86	7	are	be	AUX
spir-10030	86	8	framed	frame	VERB
spir-10030	86	9	as	as	ADP
spir-10030	86	10	important	important	ADJ
spir-10030	86	11	ways	way	NOUN
spir-10030	86	12	of	of	ADP
spir-10030	86	13	visually	visually	ADV
spir-10030	86	14	experiencing	experience	VERB
spir-10030	86	15	their	their	PRON
spir-10030	86	16	everyday	everyday	ADJ
spir-10030	86	17	lives	life	NOUN
spir-10030	86	18	.	.	PUNCT
spir-10030	87	1	why	why	SCONJ
spir-10030	87	2	does	do	AUX
spir-10030	87	3	there	there	PRON
spir-10030	87	4	seem	seem	VERB
spir-10030	87	5	to	to	PART
spir-10030	87	6	be	be	AUX
spir-10030	87	7	space	space	NOUN
spir-10030	87	8	for	for	ADP
spir-10030	87	9	both	both	PRON
spir-10030	87	10	,	,	PUNCT
spir-10030	87	11	when	when	SCONJ
spir-10030	87	12	facebook	facebook	PROPN
spir-10030	87	13	,	,	PUNCT
spir-10030	87	14	for	for	ADP
spir-10030	87	15	example	example	NOUN
spir-10030	87	16	,	,	PUNCT
spir-10030	87	17	was	be	AUX
spir-10030	87	18	framed	frame	VERB
spir-10030	87	19	by	by	ADP
spir-10030	87	20	participants	participant	NOUN
spir-10030	87	21	as	as	ADP
spir-10030	87	22	having	having	AUX
spir-10030	87	23	completely	completely	ADV
spir-10030	87	24	lost	lose	VERB
spir-10030	87	25	its	its	PRON
spir-10030	87	26	relevance	relevance	NOUN
spir-10030	87	27	for	for	ADP
spir-10030	87	28	visuality	visuality	NOUN
spir-10030	87	29	?	?	PUNCT
spir-10030	88	1	returning	return	VERB
spir-10030	88	2	to	to	ADP
spir-10030	88	3	the	the	DET
spir-10030	88	4	framework	framework	NOUN
spir-10030	88	5	of	of	ADP
spir-10030	88	6	networked	networked	ADJ
spir-10030	88	7	publics	public	NOUN
spir-10030	88	8	,	,	PUNCT
spir-10030	88	9	it	it	PRON
spir-10030	88	10	is	be	AUX
spir-10030	88	11	worth	worth	ADJ
spir-10030	88	12	asking	ask	VERB
spir-10030	88	13	,	,	PUNCT
spir-10030	88	14	whether	whether	SCONJ
spir-10030	88	15	snapchat	snapchat	PROPN
spir-10030	88	16	and	and	CCONJ
spir-10030	88	17	instagram	instagram	PROPN
spir-10030	88	18	can	can	AUX
spir-10030	88	19	coexist	coexist	VERB
spir-10030	88	20	as	as	ADP
spir-10030	88	21	relevant	relevant	ADJ
spir-10030	88	22	for	for	ADP
spir-10030	88	23	the	the	DET
spir-10030	88	24	same	same	ADJ
spir-10030	88	25	user	user	NOUN
spir-10030	88	26	,	,	PUNCT
spir-10030	88	27	because	because	SCONJ
spir-10030	88	28	only	only	ADV
spir-10030	88	29	one	one	NUM
spir-10030	88	30	of	of	ADP
spir-10030	88	31	them	they	PRON
spir-10030	88	32	is	be	AUX
spir-10030	88	33	(	(	PUNCT
spir-10030	88	34	experienced	experience	VERB
spir-10030	88	35	as	as	ADP
spir-10030	88	36	)	)	PUNCT
spir-10030	88	37	a	a	DET
spir-10030	88	38	networked	networked	ADJ
spir-10030	88	39	visual	visual	ADJ
spir-10030	88	40	public	public	NOUN
spir-10030	88	41	(	(	PUNCT
spir-10030	88	42	instagram	instagram	PROPN
spir-10030	88	43	)	)	PUNCT
spir-10030	88	44	,	,	PUNCT
spir-10030	88	45	while	while	SCONJ
spir-10030	88	46	the	the	DET
spir-10030	88	47	other	other	ADJ
spir-10030	88	48	(	(	PUNCT
spir-10030	88	49	snapchat	snapchat	INTJ
spir-10030	88	50	)	)	PUNCT
spir-10030	88	51	might	might	AUX
spir-10030	88	52	serve	serve	VERB
spir-10030	88	53	as	as	ADP
spir-10030	88	54	something	something	PRON
spir-10030	88	55	else	else	ADV
spir-10030	88	56	.	.	PUNCT
spir-10030	89	1	and	and	CCONJ
spir-10030	89	2	what	what	PRON
spir-10030	89	3	will	will	AUX
spir-10030	89	4	happen	happen	VERB
spir-10030	89	5	as	as	ADP
spir-10030	89	6	a	a	DET
spir-10030	89	7	result	result	NOUN
spir-10030	89	8	of	of	ADP
spir-10030	89	9	instagram	instagram	PROPN
spir-10030	89	10	incorporating	incorporate	VERB
spir-10030	89	11	my	my	PRON
spir-10030	89	12	story	story	NOUN
spir-10030	89	13	?	?	PUNCT
spir-10030	90	1	hjorth	hjorth	NOUN
spir-10030	90	2	and	and	CCONJ
spir-10030	90	3	hendry	hendry	PROPN
spir-10030	90	4	(	(	PUNCT
spir-10030	90	5	2015	2015	NUM
spir-10030	90	6	)	)	PUNCT
spir-10030	90	7	proposed	propose	VERB
spir-10030	90	8	a	a	DET
spir-10030	90	9	transition	transition	NOUN
spir-10030	90	10	from	from	ADP
spir-10030	90	11	first	first	ADJ
spir-10030	90	12	-	-	PUNCT
spir-10030	90	13	generation	generation	NOUN
spir-10030	90	14	camera	camera	NOUN
spir-10030	90	15	-	-	PUNCT
spir-10030	90	16	phone	phone	NOUN
spir-10030	90	17	practices	practice	NOUN
spir-10030	90	18	or	or	CCONJ
spir-10030	90	19	networked	networked	ADJ
spir-10030	90	20	visuality	visuality	NOUN
spir-10030	90	21	(	(	PUNCT
spir-10030	90	22	emphasizes	emphasize	VERB
spir-10030	90	23	sharing	sharing	NOUN
spir-10030	90	24	)	)	PUNCT
spir-10030	90	25	,	,	PUNCT
spir-10030	90	26	to	to	ADP
spir-10030	90	27	second	second	ADJ
spir-10030	90	28	-	-	PUNCT
spir-10030	90	29	generations	generation	NOUN
spir-10030	90	30	camera	camera	NOUN
spir-10030	90	31	-	-	PUNCT
spir-10030	90	32	phone	phone	NOUN
spir-10030	90	33	practices	practice	NOUN
spir-10030	90	34	or	or	CCONJ
spir-10030	90	35	emplaced	emplace	VERB
spir-10030	90	36	visuality	visuality	NOUN
spir-10030	90	37	(	(	PUNCT
spir-10030	90	38	emphasizes	emphasize	VERB
spir-10030	90	39	place	place	NOUN
spir-10030	90	40	-	-	PUNCT
spir-10030	90	41	making	making	NOUN
spir-10030	90	42	)	)	PUNCT
spir-10030	90	43	.	.	PUNCT
spir-10030	91	1	perhaps	perhaps	ADV
spir-10030	91	2	snapchat	snapchat	PROPN
spir-10030	91	3	could	could	AUX
spir-10030	91	4	be	be	AUX
spir-10030	91	5	positioned	position	VERB
spir-10030	91	6	as	as	ADP
spir-10030	91	7	another	another	DET
spir-10030	91	8	transition	transition	NOUN
spir-10030	91	9	,	,	PUNCT
spir-10030	91	10	a	a	DET
spir-10030	91	11	third	third	ADJ
spir-10030	91	12	generation	generation	NOUN
spir-10030	91	13	of	of	ADP
spir-10030	91	14	camera	camera	NOUN
spir-10030	91	15	-	-	PUNCT
spir-10030	91	16	phone	phone	NOUN
spir-10030	91	17	practices	practice	NOUN
spir-10030	91	18	for	for	ADP
spir-10030	91	19	conversational	conversational	ADJ
spir-10030	91	20	visuality	visuality	NOUN
spir-10030	91	21	.	.	PUNCT
spir-10030	92	1	references	reference	NOUN
spir-10030	92	2	:	:	PUNCT
spir-10030	92	3	bayer	bayer	NOUN
spir-10030	92	4	,	,	PUNCT
spir-10030	92	5	j.b	j.b	PROPN
spir-10030	92	6	,	,	PUNCT
spir-10030	92	7	ellison	ellison	PROPN
spir-10030	92	8	,	,	PUNCT
spir-10030	92	9	n.b	n.b	PROPN
spir-10030	92	10	,	,	PUNCT
spir-10030	92	11	schoenebeck	schoenebeck	PROPN
spir-10030	92	12	,	,	PUNCT
spir-10030	92	13	s.y	s.y	PROPN
spir-10030	92	14	.	.	PROPN
spir-10030	92	15	,	,	PUNCT
spir-10030	92	16	falk	falk	NOUN
spir-10030	92	17	,	,	PUNCT
spir-10030	92	18	e.b	e.b	PROPN
spir-10030	92	19	.	.	PUNCT
spir-10030	92	20	(	(	PUNCT
spir-10030	92	21	2016	2016	NUM
spir-10030	92	22	)	)	PUNCT
spir-10030	92	23	.	.	PUNCT
spir-10030	93	1	sharing	share	VERB
spir-10030	93	2	the	the	DET
spir-10030	93	3	small	small	ADJ
spir-10030	93	4	moments	moment	NOUN
spir-10030	93	5	:	:	PUNCT
spir-10030	93	6	ephemeral	ephemeral	ADJ
spir-10030	93	7	social	social	ADJ
spir-10030	93	8	interaction	interaction	NOUN
spir-10030	93	9	on	on	ADP
spir-10030	93	10	snapchat	snapchat	PROPN
spir-10030	93	11	,	,	PUNCT
spir-10030	93	12	information	information	NOUN
spir-10030	93	13	,	,	PUNCT
spir-10030	93	14	communication	communication	NOUN
spir-10030	93	15	&	&	CCONJ
spir-10030	93	16	society	society	NOUN
spir-10030	93	17	,	,	PUNCT
spir-10030	93	18	19	19	NUM
spir-10030	93	19	,	,	PUNCT
spir-10030	93	20	7	7	NUM
spir-10030	93	21	,	,	PUNCT
spir-10030	93	22	956	956	NUM
spir-10030	93	23	-	-	SYM
spir-10030	93	24	977	977	NUM
spir-10030	93	25	.	.	PUNCT
spir-10030	94	1	boyd	boyd	PROPN
spir-10030	94	2	,	,	PUNCT
spir-10030	94	3	d.	d.	PROPN
spir-10030	94	4	(	(	PUNCT
spir-10030	94	5	2010	2010	NUM
spir-10030	94	6	)	)	PUNCT
spir-10030	94	7	.	.	PUNCT
spir-10030	95	1	social	social	ADJ
spir-10030	95	2	network	network	NOUN
spir-10030	95	3	sites	site	NOUN
spir-10030	95	4	as	as	ADP
spir-10030	95	5	networked	networked	ADJ
spir-10030	95	6	publics	public	NOUN
spir-10030	95	7	:	:	PUNCT
spir-10030	95	8	affordances	affordance	NOUN
spir-10030	95	9	,	,	PUNCT
spir-10030	95	10	dynamics	dynamic	NOUN
spir-10030	95	11	,	,	PUNCT
spir-10030	95	12	and	and	CCONJ
spir-10030	95	13	implications	implication	NOUN
spir-10030	95	14	.	.	PUNCT
spir-10030	96	1	in	in	ADP
spir-10030	96	2	papacharissi	papacharissi	PROPN
spir-10030	96	3	,	,	PUNCT
spir-10030	96	4	z	z	PROPN
spir-10030	96	5	(	(	PUNCT
spir-10030	96	6	ed	ed	NOUN
spir-10030	96	7	.	.	PUNCT
spir-10030	96	8	)	)	PUNCT
spir-10030	96	9	.	.	PUNCT
spir-10030	97	1	networked	networked	ADJ
spir-10030	97	2	self	self	NOUN
spir-10030	97	3	:	:	PUNCT
spir-10030	97	4	identity	identity	NOUN
spir-10030	97	5	,	,	PUNCT
spir-10030	97	6	community	community	NOUN
spir-10030	97	7	,	,	PUNCT
spir-10030	97	8	and	and	CCONJ
spir-10030	97	9	culture	culture	NOUN
spir-10030	97	10	on	on	ADP
spir-10030	97	11	social	social	ADJ
spir-10030	97	12	network	network	NOUN
spir-10030	97	13	sites	site	NOUN
spir-10030	97	14	.	.	PUNCT
spir-10030	98	1	new	new	PROPN
spir-10030	98	2	york	york	PROPN
spir-10030	98	3	:	:	PUNCT
spir-10030	98	4	routlege	routlege	PROPN
spir-10030	98	5	,	,	PUNCT
spir-10030	98	6	39–58	39–58	NUM
spir-10030	98	7	hjorth	hjorth	NOUN
spir-10030	98	8	,	,	PUNCT
spir-10030	98	9	l.	l.	PROPN
spir-10030	98	10	,	,	PUNCT
spir-10030	98	11	&	&	CCONJ
spir-10030	98	12	hendry	hendry	PROPN
spir-10030	98	13	,	,	PUNCT
spir-10030	98	14	n.	n.	PROPN
spir-10030	98	15	(	(	PUNCT
spir-10030	98	16	2015	2015	NUM
spir-10030	98	17	)	)	PUNCT
spir-10030	98	18	.	.	PUNCT
spir-10030	99	1	a	a	DET
spir-10030	99	2	snapshot	snapshot	NOUN
spir-10030	99	3	of	of	ADP
spir-10030	99	4	social	social	ADJ
spir-10030	99	5	media	medium	NOUN
spir-10030	99	6	 	 	SPACE
spir-10030	99	7	:	:	PUNCT
spir-10030	99	8	camera	camera	NOUN
spir-10030	99	9	phone	phone	NOUN
spir-10030	99	10	practices	practice	NOUN
spir-10030	99	11	.	.	PUNCT
spir-10030	100	1	hsieh	hsieh	PROPN
spir-10030	100	2	,	,	PUNCT
spir-10030	100	3	y.p	y.p	PROPN
spir-10030	100	4	(	(	PUNCT
spir-10030	100	5	2012	2012	NUM
spir-10030	100	6	)	)	PUNCT
spir-10030	100	7	.	.	PUNCT
spir-10030	101	1	online	online	ADJ
spir-10030	101	2	social	social	ADJ
spir-10030	101	3	networking	networking	NOUN
spir-10030	101	4	skills	skill	NOUN
spir-10030	101	5	:	:	PUNCT
spir-10030	101	6	the	the	DET
spir-10030	101	7	social	social	ADJ
spir-10030	101	8	affordances	affordance	NOUN
spir-10030	101	9	approach	approach	NOUN
spir-10030	101	10	to	to	ADP
spir-10030	101	11	digital	digital	ADJ
spir-10030	101	12	inequality	inequality	NOUN
spir-10030	101	13	.	.	PUNCT
spir-10030	102	1	first	first	ADJ
spir-10030	102	2	monday	monday	PROPN
spir-10030	102	3	,	,	PUNCT
spir-10030	102	4	17	17	NUM
spir-10030	102	5	,	,	PUNCT
spir-10030	102	6	4	4	NUM
spir-10030	102	7	.	.	PUNCT
spir-10030	102	8	majchrzak	majchrzak	PROPN
spir-10030	102	9	,	,	PUNCT
spir-10030	102	10	a.	a.	NOUN
spir-10030	102	11	;	;	PUNCT
spir-10030	102	12	faraj	faraj	PROPN
spir-10030	102	13	,	,	PUNCT
spir-10030	102	14	s.	s.	PROPN
spir-10030	102	15	;	;	PUNCT
spir-10030	102	16	kane	kane	PROPN
spir-10030	102	17	,	,	PUNCT
spir-10030	102	18	g.c	g.c	PROPN
spir-10030	102	19	;	;	PUNCT
spir-10030	102	20	azad	azad	PROPN
spir-10030	102	21	,	,	PUNCT
spir-10030	102	22	b	b	PROPN
spir-10030	102	23	(	(	PUNCT
spir-10030	102	24	2013	2013	NUM
spir-10030	102	25	)	)	PUNCT
spir-10030	102	26	.	.	PUNCT
spir-10030	103	1	the	the	DET
spir-10030	103	2	contradictory	contradictory	ADJ
spir-10030	103	3	influence	influence	NOUN
spir-10030	103	4	of	of	ADP
spir-10030	103	5	social	social	ADJ
spir-10030	103	6	media	medium	NOUN
spir-10030	103	7	affordances	affordance	NOUN
spir-10030	103	8	on	on	ADP
spir-10030	103	9	online	online	ADJ
spir-10030	103	10	communal	communal	ADJ
spir-10030	103	11	knowledge	knowledge	NOUN
spir-10030	103	12	sharing	sharing	NOUN
spir-10030	103	13	.	.	PUNCT
spir-10030	104	1	journal	journal	NOUN
spir-10030	104	2	of	of	ADP
spir-10030	104	3	computer	computer	NOUN
spir-10030	104	4	-	-	PUNCT
spir-10030	104	5	mediated	mediate	VERB
spir-10030	104	6	communication	communication	NOUN
spir-10030	104	7	,	,	PUNCT
spir-10030	104	8	19	19	NUM
spir-10030	104	9	,	,	PUNCT
spir-10030	104	10	1	1	NUM
spir-10030	104	11	,	,	PUNCT
spir-10030	104	12	38–55	38–55	NUM
spir-10030	104	13	.	.	PUNCT
spir-10030	105	1	nagy	nagy	NOUN
spir-10030	105	2	,	,	PUNCT
spir-10030	105	3	p.	p.	NOUN
spir-10030	105	4	,	,	PUNCT
spir-10030	105	5	&	&	CCONJ
spir-10030	105	6	neff	neff	PROPN
spir-10030	105	7	,	,	PUNCT
spir-10030	105	8	g.	g.	PROPN
spir-10030	105	9	(	(	PUNCT
spir-10030	105	10	2015	2015	NUM
spir-10030	105	11	)	)	PUNCT
spir-10030	105	12	.	.	PUNCT
spir-10030	106	1	imagined	imagine	VERB
spir-10030	106	2	affordance	affordance	NOUN
spir-10030	106	3	:	:	PUNCT
spir-10030	106	4	reconstructing	reconstruct	VERB
spir-10030	106	5	a	a	DET
spir-10030	106	6	keyword	keyword	NOUN
spir-10030	106	7	for	for	ADP
spir-10030	106	8	communication	communication	NOUN
spir-10030	106	9	theory	theory	NOUN
spir-10030	106	10	.	.	PUNCT
spir-10030	107	1	social	social	ADJ
spir-10030	107	2	media	medium	NOUN
spir-10030	107	3	+	+	CCONJ
spir-10030	107	4	society	society	NOUN
spir-10030	107	5	,	,	PUNCT
spir-10030	107	6	1(2	1(2	NUM
spir-10030	107	7	)	)	PUNCT
spir-10030	107	8	,	,	PUNCT
spir-10030	107	9	1–9	1–9	PROPN
spir-10030	107	10	.	.	PUNCT
spir-10030	107	11	van	van	PROPN
spir-10030	107	12	dijck	dijck	NOUN
spir-10030	107	13	,	,	PUNCT
spir-10030	107	14	j.	j.	PROPN
spir-10030	107	15	(	(	PUNCT
spir-10030	107	16	2008	2008	NUM
spir-10030	107	17	)	)	PUNCT
spir-10030	107	18	.	.	PUNCT
spir-10030	108	1	digital	digital	ADJ
spir-10030	108	2	photography	photography	NOUN
spir-10030	108	3	:	:	PUNCT
spir-10030	108	4	communication	communication	NOUN
spir-10030	108	5	,	,	PUNCT
spir-10030	108	6	identity	identity	NOUN
spir-10030	108	7	,	,	PUNCT
spir-10030	108	8	memory	memory	NOUN
spir-10030	108	9	.	.	PUNCT
spir-10030	109	1	visual	visual	ADJ
spir-10030	109	2	communication	communication	NOUN
spir-10030	109	3	,	,	PUNCT
spir-10030	109	4	7	7	NUM
spir-10030	109	5	,	,	PUNCT
spir-10030	109	6	57–76	57–76	NUM
spir-10030	109	7	.	.	PUNCT
spir-10030	109	8	
 	
 	SPACE
spir-10030	109	9	filtered	filter	VERB
spir-10030	109	10	faces	face	VERB
spir-10030	109	11	an	an	DET
spir-10030	109	12	investigation	investigation	NOUN
spir-10030	109	13	of	of	ADP
spir-10030	109	14	snapchat	snapchat	PROPN
spir-10030	109	15	’s	’s	PART
spir-10030	109	16	aesthetic	aesthetic	ADJ
spir-10030	109	17	affordances	affordance	NOUN
spir-10030	109	18	maria	maria	PROPN
spir-10030	109	19	schreiber	schreiber	PROPN
spir-10030	109	20	university	university	PROPN
spir-10030	109	21	of	of	ADP
spir-10030	109	22	vienna	vienna	PROPN
spir-10030	109	23	,	,	PUNCT
spir-10030	109	24	department	department	NOUN
spir-10030	109	25	of	of	ADP
spir-10030	109	26	sociology	sociology	NOUN
spir-10030	109	27	ever	ever	ADV
spir-10030	109	28	since	since	SCONJ
spir-10030	109	29	snapchat	snapchat	PROPN
spir-10030	109	30	’s	’s	PART
spir-10030	109	31	release	release	NOUN
spir-10030	109	32	in	in	ADP
spir-10030	109	33	2011	2011	NUM
spir-10030	109	34	,	,	PUNCT
spir-10030	109	35	the	the	DET
spir-10030	109	36	number	number	NOUN
spir-10030	109	37	of	of	ADP
spir-10030	109	38	the	the	DET
spir-10030	109	39	app	app	NOUN
spir-10030	109	40	’s	’s	PART
spir-10030	109	41	users	user	NOUN
spir-10030	109	42	is	be	AUX
spir-10030	109	43	constantly	constantly	ADV
spir-10030	109	44	growing	grow	VERB
spir-10030	109	45	.	.	PUNCT
spir-10030	110	1	the	the	DET
spir-10030	110	2	platform	platform	NOUN
spir-10030	110	3	tripled	triple	VERB
spir-10030	110	4	its	its	PRON
spir-10030	110	5	number	number	NOUN
spir-10030	110	6	of	of	ADP
spir-10030	110	7	daily	daily	ADJ
spir-10030	110	8	active	active	ADJ
spir-10030	110	9	users	user	NOUN
spir-10030	110	10	from	from	ADP
spir-10030	110	11	50	50	NUM
spir-10030	110	12	m	m	NOUN
spir-10030	110	13	to	to	ADP
spir-10030	110	14	150	150	NUM
spir-10030	110	15	m	m	NOUN
spir-10030	110	16	from	from	ADP
spir-10030	110	17	march	march	PROPN
spir-10030	110	18	2014	2014	NUM
spir-10030	110	19	to	to	ADP
spir-10030	110	20	june	june	PROPN
spir-10030	110	21	2016	2016	NUM
spir-10030	110	22	.	.	PUNCT
spir-10030	111	1	it	it	PRON
spir-10030	111	2	is	be	AUX
spir-10030	111	3	the	the	DET
spir-10030	111	4	preferred	preferred	ADJ
spir-10030	111	5	social	social	ADJ
spir-10030	111	6	network	network	NOUN
spir-10030	111	7	of	of	ADP
spir-10030	111	8	teens	teen	NOUN
spir-10030	111	9	(	(	PUNCT
spir-10030	111	10	in	in	ADP
spir-10030	111	11	the	the	DET
spir-10030	111	12	us	us	PROPN
spir-10030	111	13	,	,	PUNCT
spir-10030	111	14	and	and	CCONJ
spir-10030	111	15	also	also	ADV
spir-10030	111	16	hugely	hugely	ADV
spir-10030	111	17	popular	popular	ADJ
spir-10030	111	18	among	among	ADP
spir-10030	111	19	this	this	DET
spir-10030	111	20	age	age	NOUN
spir-10030	111	21	group	group	NOUN
spir-10030	111	22	in	in	ADP
spir-10030	111	23	ireland	ireland	PROPN
spir-10030	111	24	,	,	PUNCT
spir-10030	111	25	sweden	sweden	PROPN
spir-10030	111	26	,	,	PUNCT
spir-10030	111	27	belgium	belgium	PROPN
spir-10030	111	28	,	,	PUNCT
spir-10030	111	29	canada	canada	PROPN
spir-10030	111	30	and	and	CCONJ
spir-10030	111	31	the	the	DET
spir-10030	111	32	uk	uk	PROPN
spir-10030	111	33	(	(	PUNCT
spir-10030	111	34	statista	statista	PROPN
spir-10030	111	35	2016	2016	NUM
spir-10030	111	36	)	)	PUNCT
spir-10030	111	37	.	.	PUNCT
spir-10030	112	1	fair	fair	ADJ
spir-10030	112	2	to	to	PART
spir-10030	112	3	say	say	VERB
spir-10030	112	4	,	,	PUNCT
spir-10030	112	5	it	it	PRON
spir-10030	112	6	‘	'	PUNCT
spir-10030	112	7	hit	hit	VERB
spir-10030	112	8	a	a	DET
spir-10030	112	9	nerve	nerve	NOUN
spir-10030	112	10	’	'	PUNCT
spir-10030	112	11	(	(	PUNCT
spir-10030	112	12	at	at	ADP
spir-10030	112	13	least	least	ADJ
spir-10030	112	14	a	a	DET
spir-10030	112	15	western	western	ADJ
spir-10030	112	16	nerve	nerve	NOUN
spir-10030	112	17	)	)	PUNCT
spir-10030	112	18	but	but	CCONJ
spir-10030	112	19	which	which	PRON
spir-10030	112	20	nerve	nerve	VERB
spir-10030	112	21	?	?	PUNCT
spir-10030	113	1	i	i	PRON
spir-10030	113	2	would	would	AUX
spir-10030	113	3	argue	argue	VERB
spir-10030	113	4	,	,	PUNCT
spir-10030	113	5	that	that	SCONJ
spir-10030	113	6	snapchat	snapchat	PROPN
spir-10030	113	7	as	as	ADP
spir-10030	113	8	a	a	DET
spir-10030	113	9	platform	platform	NOUN
spir-10030	113	10	and	and	CCONJ
spir-10030	113	11	medium	medium	NOUN
spir-10030	113	12	accelerates	accelerate	VERB
spir-10030	113	13	our	our	PRON
spir-10030	113	14	understanding	understanding	NOUN
spir-10030	113	15	of	of	ADP
spir-10030	113	16	visual	visual	ADJ
spir-10030	113	17	media	medium	NOUN
spir-10030	113	18	as	as	ADP
spir-10030	113	19	being	be	AUX
spir-10030	113	20	conversational	conversational	ADJ
spir-10030	113	21	and	and	CCONJ
spir-10030	113	22	communicative	communicative	ADJ
spir-10030	113	23	.	.	PUNCT
spir-10030	114	1	visual	visual	ADJ
spir-10030	114	2	media	medium	NOUN
spir-10030	114	3	have	have	AUX
spir-10030	114	4	actually	actually	ADV
spir-10030	114	5	always	always	ADV
spir-10030	114	6	been	be	AUX
spir-10030	114	7	communicative	communicative	ADJ
spir-10030	114	8	in	in	ADP
spir-10030	114	9	a	a	DET
spir-10030	114	10	symbolic	symbolic	ADJ
spir-10030	114	11	-	-	PUNCT
spir-10030	114	12	interactionist	interactionist	NOUN
spir-10030	114	13	-	-	PUNCT
spir-10030	114	14	sense	sense	NOUN
spir-10030	114	15	,	,	PUNCT
spir-10030	114	16	but	but	CCONJ
spir-10030	114	17	we	we	PRON
spir-10030	114	18	rarely	rarely	ADV
spir-10030	114	19	had	have	VERB
spir-10030	114	20	the	the	DET
spir-10030	114	21	chance	chance	NOUN
spir-10030	114	22	to	to	PART
spir-10030	114	23	immediately	immediately	ADV
spir-10030	114	24	‘	'	PUNCT
spir-10030	114	25	talk	talk	VERB
spir-10030	114	26	back	back	ADV
spir-10030	114	27	’	'	PUNCT
spir-10030	114	28	in	in	ADP
spir-10030	114	29	visual	visual	ADJ
spir-10030	114	30	ways	way	NOUN
spir-10030	114	31	to	to	ADP
spir-10030	114	32	a	a	DET
spir-10030	114	33	renaissance	renaissance	NOUN
spir-10030	114	34	painting	painting	NOUN
spir-10030	114	35	or	or	CCONJ
spir-10030	114	36	a	a	DET
spir-10030	114	37	family	family	NOUN
spir-10030	114	38	photo	photo	NOUN
spir-10030	114	39	album	album	NOUN
spir-10030	114	40	.	.	PUNCT
spir-10030	115	1	with	with	ADP
spir-10030	115	2	the	the	DET
spir-10030	115	3	penetration	penetration	NOUN
spir-10030	115	4	of	of	ADP
spir-10030	115	5	smartphones	smartphone	NOUN
spir-10030	115	6	and	and	CCONJ
spir-10030	115	7	their	their	PRON
spir-10030	115	8	mobile	mobile	ADJ
spir-10030	115	9	networked	networked	ADJ
spir-10030	115	10	cameras	camera	NOUN
spir-10030	115	11	,	,	PUNCT
spir-10030	115	12	visual	visual	ADJ
spir-10030	115	13	communication	communication	NOUN
spir-10030	115	14	became	become	VERB
spir-10030	115	15	an	an	DET
spir-10030	115	16	everyday	everyday	ADJ
spir-10030	115	17	cultural	cultural	ADJ
spir-10030	115	18	technique	technique	NOUN
spir-10030	115	19	.	.	PUNCT
spir-10030	116	1	these	these	DET
spir-10030	116	2	visual	visual	ADJ
spir-10030	116	3	conversational	conversational	ADJ
spir-10030	116	4	practices	practice	NOUN
spir-10030	116	5	are	be	AUX
spir-10030	116	6	also	also	ADV
spir-10030	116	7	entangled	entangle	VERB
spir-10030	116	8	with	with	ADP
spir-10030	116	9	the	the	DET
spir-10030	116	10	structures	structure	NOUN
spir-10030	116	11	and	and	CCONJ
spir-10030	116	12	affordances	affordance	NOUN
spir-10030	116	13	of	of	ADP
spir-10030	116	14	apps	app	NOUN
spir-10030	116	15	like	like	ADP
spir-10030	116	16	facebook	facebook	PROPN
spir-10030	116	17	,	,	PUNCT
spir-10030	116	18	instagram	instagram	PROPN
spir-10030	116	19	,	,	PUNCT
spir-10030	116	20	whatsapp	whatsapp	NOUN
spir-10030	116	21	,	,	PUNCT
spir-10030	116	22	vine	vine	NOUN
spir-10030	116	23	,	,	PUNCT
spir-10030	116	24	prisma	prisma	PROPN
spir-10030	116	25	,	,	PUNCT
spir-10030	116	26	hipstamatic	hipstamatic	NOUN
spir-10030	116	27	,	,	PUNCT
spir-10030	116	28	eyeem	eyeem	NOUN
spir-10030	116	29	,	,	PUNCT
spir-10030	116	30	vsco	vsco	PROPN
spir-10030	116	31	,	,	PUNCT
spir-10030	116	32	etc	etc	X
spir-10030	116	33	that	that	PRON
spir-10030	116	34	amplified	amplify	VERB
spir-10030	116	35	these	these	DET
spir-10030	116	36	practices	practice	NOUN
spir-10030	116	37	(	(	PUNCT
spir-10030	116	38	some	some	PRON
spir-10030	116	39	more	more	ADV
spir-10030	116	40	successfully	successfully	ADV
spir-10030	116	41	than	than	ADP
spir-10030	116	42	others	other	NOUN
spir-10030	116	43	)	)	PUNCT
spir-10030	116	44	.	.	PUNCT
spir-10030	117	1	visual	visual	ADJ
spir-10030	117	2	communication	communication	NOUN
spir-10030	117	3	is	be	AUX
spir-10030	117	4	performed	perform	VERB
spir-10030	117	5	both	both	PRON
spir-10030	117	6	in	in	ADP
spir-10030	117	7	front	front	NOUN
spir-10030	117	8	of	of	ADP
spir-10030	117	9	the	the	DET
spir-10030	117	10	camera	camera	NOUN
spir-10030	117	11	with	with	ADP
spir-10030	117	12	our	our	PRON
spir-10030	117	13	bodies	body	NOUN
spir-10030	117	14	and	and	CCONJ
spir-10030	117	15	facial	facial	ADJ
spir-10030	117	16	expressions	expression	NOUN
spir-10030	117	17	but	but	CCONJ
spir-10030	117	18	also	also	ADV
spir-10030	117	19	on	on	ADP
spir-10030	117	20	the	the	DET
spir-10030	117	21	display	display	NOUN
spir-10030	117	22	,	,	PUNCT
spir-10030	117	23	by	by	ADP
spir-10030	117	24	editing	edit	VERB
spir-10030	117	25	and	and	CCONJ
spir-10030	117	26	filtering	filter	VERB
spir-10030	117	27	these	these	DET
spir-10030	117	28	bodily	bodily	ADJ
spir-10030	117	29	expressions	expression	NOUN
spir-10030	117	30	.	.	PUNCT
spir-10030	118	1	to	to	PART
spir-10030	118	2	understand	understand	VERB
spir-10030	118	3	the	the	DET
spir-10030	118	4	technical	technical	ADJ
spir-10030	118	5	and	and	CCONJ
spir-10030	118	6	aesthetic	aesthetic	ADJ
spir-10030	118	7	affordances	affordance	NOUN
spir-10030	118	8	of	of	ADP
spir-10030	118	9	snapchat	snapchat	PROPN
spir-10030	118	10	,	,	PUNCT
spir-10030	118	11	it	it	PRON
spir-10030	118	12	is	be	AUX
spir-10030	118	13	crucial	crucial	ADJ
spir-10030	118	14	to	to	PART
spir-10030	118	15	take	take	VERB
spir-10030	118	16	both	both	DET
spir-10030	118	17	levels	level	NOUN
spir-10030	118	18	of	of	ADP
spir-10030	118	19	hardware	hardware	NOUN
spir-10030	118	20	and	and	CCONJ
spir-10030	118	21	software	software	NOUN
spir-10030	118	22	into	into	ADP
spir-10030	118	23	account	account	NOUN
spir-10030	118	24	.	.	PUNCT
spir-10030	119	1	inspired	inspire	VERB
spir-10030	119	2	by	by	ADP
spir-10030	119	3	recent	recent	ADJ
spir-10030	119	4	methodic	methodic	ADJ
spir-10030	119	5	approaches	approach	NOUN
spir-10030	119	6	(	(	PUNCT
spir-10030	119	7	mcveigh	mcveigh	PROPN
spir-10030	119	8	-	-	PUNCT
spir-10030	119	9	schultz	schultz	PROPN
spir-10030	119	10	&	&	CCONJ
spir-10030	119	11	baym	baym	PROPN
spir-10030	119	12	2015	2015	NUM
spir-10030	119	13	;	;	PUNCT
spir-10030	119	14	schrock	schrock	NOUN
spir-10030	119	15	2015	2015	NUM
spir-10030	119	16	;	;	PUNCT
spir-10030	119	17	hutchby	hutchby	NOUN
spir-10030	119	18	2014	2014	NUM
spir-10030	119	19	)	)	PUNCT
spir-10030	119	20	,	,	PUNCT
spir-10030	119	21	this	this	DET
spir-10030	119	22	paper	paper	NOUN
spir-10030	119	23	takes	take	VERB
spir-10030	119	24	a	a	DET
spir-10030	119	25	closer	close	ADJ
spir-10030	119	26	look	look	NOUN
spir-10030	119	27	at	at	ADP
spir-10030	119	28	the	the	DET
spir-10030	119	29	structural	structural	ADJ
spir-10030	119	30	implications	implication	NOUN
spir-10030	119	31	and	and	CCONJ
spir-10030	119	32	communicative	communicative	ADJ
spir-10030	119	33	environments	environment	NOUN
spir-10030	119	34	that	that	SCONJ
spir-10030	119	35	snapchat	snapchat	PROPN
spir-10030	119	36	affords	afford	VERB
spir-10030	119	37	,	,	PUNCT
spir-10030	119	38	with	with	ADP
spir-10030	119	39	specific	specific	ADJ
spir-10030	119	40	emphasis	emphasis	NOUN
spir-10030	119	41	on	on	ADP
spir-10030	119	42	visual	visual	ADJ
spir-10030	119	43	and	and	CCONJ
spir-10030	119	44	aesthetic	aesthetic	ADJ
spir-10030	119	45	conventions	convention	NOUN
spir-10030	119	46	.	.	PUNCT
spir-10030	120	1	software	software	NOUN
spir-10030	120	2	co	co	NOUN
spir-10030	120	3	-	-	NOUN
spir-10030	120	4	constructs	construct	VERB
spir-10030	120	5	processes	process	NOUN
spir-10030	120	6	of	of	ADP
spir-10030	120	7	editing	editing	NOUN
spir-10030	120	8	,	,	PUNCT
spir-10030	120	9	distribution	distribution	NOUN
spir-10030	120	10	,	,	PUNCT
spir-10030	120	11	sharing	sharing	NOUN
spir-10030	120	12	,	,	PUNCT
spir-10030	120	13	affirmation	affirmation	NOUN
spir-10030	120	14	,	,	PUNCT
spir-10030	120	15	etc	etc	X
spir-10030	120	16	.	.	X
spir-10030	120	17	(	(	PUNCT
spir-10030	120	18	gillespie	gillespie	PROPN
spir-10030	120	19	2010	2010	NUM
spir-10030	120	20	;	;	PUNCT
spir-10030	120	21	kitchin	kitchin	PROPN
spir-10030	120	22	und	und	PROPN
spir-10030	120	23	dodge	dodge	PROPN
spir-10030	120	24	2011	2011	NUM
spir-10030	120	25	)	)	PUNCT
spir-10030	120	26	.	.	PUNCT
spir-10030	121	1	avoiding	avoid	VERB
spir-10030	121	2	any	any	DET
spir-10030	121	3	techno	techno	NOUN
spir-10030	121	4	-	-	PUNCT
spir-10030	121	5	deterministic	deterministic	ADJ
spir-10030	121	6	causal	causal	ADJ
spir-10030	121	7	explanations	explanation	NOUN
spir-10030	121	8	and	and	CCONJ
spir-10030	121	9	emphasizing	emphasize	VERB
spir-10030	121	10	the	the	DET
spir-10030	121	11	visuality	visuality	NOUN
spir-10030	121	12	of	of	ADP
spir-10030	121	13	practices	practice	NOUN
spir-10030	121	14	,	,	PUNCT
spir-10030	121	15	i	i	PRON
spir-10030	121	16	am	be	AUX
spir-10030	121	17	using	use	VERB
spir-10030	121	18	belting	belt	VERB
spir-10030	121	19	’s	’s	PART
spir-10030	121	20	triadic	triadic	ADJ
spir-10030	121	21	model	model	NOUN
spir-10030	121	22	of	of	ADP
spir-10030	121	23	the	the	DET
spir-10030	121	24	interrelation	interrelation	NOUN
spir-10030	121	25	of	of	ADP
spir-10030	121	26	body	body	NOUN
spir-10030	121	27	-	-	PUNCT
spir-10030	121	28	medium	medium	NOUN
spir-10030	121	29	-	-	PUNCT
spir-10030	121	30	image	image	NOUN
spir-10030	121	31	(	(	PUNCT
spir-10030	121	32	belting	belt	VERB
spir-10030	121	33	2005	2005	NUM
spir-10030	121	34	)	)	PUNCT
spir-10030	121	35	as	as	ADP
spir-10030	121	36	frame	frame	NOUN
spir-10030	121	37	of	of	ADP
spir-10030	121	38	analysis	analysis	NOUN
spir-10030	121	39	.	.	PUNCT
spir-10030	122	1	snapchat	snapchat	PROPN
spir-10030	122	2	as	as	ADP
spir-10030	122	3	medium	medium	NOUN
spir-10030	122	4	and	and	CCONJ
spir-10030	122	5	software	software	NOUN
spir-10030	122	6	is	be	AUX
spir-10030	122	7	always	always	ADV
spir-10030	122	8	understood	understand	VERB
spir-10030	122	9	as	as	ADP
spir-10030	122	10	connected	connect	VERB
spir-10030	122	11	to	to	ADP
spir-10030	122	12	the	the	DET
spir-10030	122	13	operating	operate	VERB
spir-10030	122	14	body	body	NOUN
spir-10030	122	15	and	and	CCONJ
spir-10030	122	16	generated	generate	VERB
spir-10030	122	17	image	image	NOUN
spir-10030	122	18	.	.	PUNCT
spir-10030	123	1	it	it	PRON
spir-10030	123	2	seems	seem	VERB
spir-10030	123	3	particularly	particularly	ADV
spir-10030	123	4	interesting	interesting	ADJ
spir-10030	123	5	how	how	SCONJ
spir-10030	123	6	visual	visual	ADJ
spir-10030	123	7	conversational	conversational	ADJ
spir-10030	123	8	practices	practice	NOUN
spir-10030	123	9	play	play	VERB
spir-10030	123	10	out	out	ADP
spir-10030	123	11	aesthetically	aesthetically	ADV
spir-10030	123	12	,	,	PUNCT
spir-10030	123	13	as	as	SCONJ
spir-10030	123	14	this	this	DET
spir-10030	123	15	visual	visual	ADJ
spir-10030	123	16	layer	layer	NOUN
spir-10030	123	17	is	be	AUX
spir-10030	123	18	seldom	seldom	ADV
spir-10030	123	19	investigated	investigate	VERB
spir-10030	123	20	more	more	ADV
spir-10030	123	21	closely	closely	ADV
spir-10030	123	22	.	.	PUNCT
spir-10030	124	1	as	as	SCONJ
spir-10030	124	2	snapchat	snapchat	PROPN
spir-10030	124	3	always	always	ADV
spir-10030	124	4	was	be	AUX
spir-10030	124	5	and	and	CCONJ
spir-10030	124	6	still	still	ADV
spir-10030	124	7	is	be	AUX
spir-10030	124	8	a	a	DET
spir-10030	124	9	mobile	mobile	ADJ
spir-10030	124	10	-	-	PUNCT
spir-10030	124	11	only	only	ADJ
spir-10030	124	12	platform	platform	NOUN
spir-10030	124	13	,	,	PUNCT
spir-10030	124	14	its	its	PRON
spir-10030	124	15	affordances	affordance	NOUN
spir-10030	124	16	are	be	AUX
spir-10030	124	17	closely	closely	ADV
spir-10030	124	18	related	relate	VERB
spir-10030	124	19	to	to	ADP
spir-10030	124	20	the	the	DET
spir-10030	124	21	mobility	mobility	NOUN
spir-10030	124	22	and	and	CCONJ
spir-10030	124	23	ubiquity	ubiquity	NOUN
spir-10030	124	24	of	of	ADP
spir-10030	124	25	the	the	DET
spir-10030	124	26	hardware	hardware	NOUN
spir-10030	124	27	(	(	PUNCT
spir-10030	124	28	hand	hand	NOUN
spir-10030	124	29	2012	2012	NUM
spir-10030	124	30	)	)	PUNCT
spir-10030	124	31	,	,	PUNCT
spir-10030	124	32	usually	usually	ADV
spir-10030	124	33	a	a	DET
spir-10030	124	34	smartphone	smartphone	NOUN
spir-10030	124	35	.	.	PUNCT
spir-10030	125	1	this	this	DET
spir-10030	125	2	device	device	NOUN
spir-10030	125	3	allows	allow	VERB
spir-10030	125	4	you	you	PRON
spir-10030	125	5	to	to	PART
spir-10030	125	6	be	be	AUX
spir-10030	125	7	constantly	constantly	ADV
spir-10030	125	8	connected	connect	VERB
spir-10030	125	9	.	.	PUNCT
spir-10030	126	1	through	through	ADP
spir-10030	126	2	flat	flat	ADJ
spir-10030	126	3	rate	rate	NOUN
spir-10030	126	4	data	datum	NOUN
spir-10030	126	5	plans	plan	NOUN
spir-10030	126	6	,	,	PUNCT
spir-10030	126	7	visual	visual	ADJ
spir-10030	126	8	mobile	mobile	ADJ
spir-10030	126	9	communication	communication	NOUN
spir-10030	126	10	became	become	VERB
spir-10030	126	11	an	an	DET
spir-10030	126	12	affordable	affordable	ADJ
spir-10030	126	13	everyday	everyday	ADJ
spir-10030	126	14	practice	practice	NOUN
spir-10030	126	15	(	(	PUNCT
spir-10030	126	16	in	in	ADP
spir-10030	126	17	western	western	PROPN
spir-10030	126	18	europe	europe	PROPN
spir-10030	126	19	)	)	PUNCT
spir-10030	126	20	,	,	PUNCT
spir-10030	126	21	not	not	PART
spir-10030	126	22	something	something	PRON
spir-10030	126	23	elitist	elitist	ADJ
spir-10030	126	24	or	or	CCONJ
spir-10030	126	25	extravagant	extravagant	ADJ
spir-10030	126	26	(	(	PUNCT
spir-10030	126	27	only	only	ADV
spir-10030	126	28	for	for	ADP
spir-10030	126	29	brief	brief	ADJ
spir-10030	126	30	period	period	NOUN
spir-10030	126	31	)	)	PUNCT
spir-10030	126	32	.	.	PUNCT
spir-10030	127	1	there	there	PRON
spir-10030	127	2	are	be	VERB
spir-10030	127	3	usually	usually	ADV
spir-10030	127	4	two	two	NUM
spir-10030	127	5	cameras	camera	NOUN
spir-10030	127	6	than	than	SCONJ
spir-10030	127	7	can	can	AUX
spir-10030	127	8	be	be	AUX
spir-10030	127	9	used	use	VERB
spir-10030	127	10	on	on	ADP
spir-10030	127	11	a	a	DET
spir-10030	127	12	smartphone	smartphone	NOUN
spir-10030	127	13	,	,	PUNCT
spir-10030	127	14	the	the	DET
spir-10030	127	15	front	front	ADJ
spir-10030	127	16	-	-	PUNCT
spir-10030	127	17	camera	camera	NOUN
spir-10030	127	18	and	and	CCONJ
spir-10030	127	19	the	the	DET
spir-10030	127	20	back	back	ADJ
spir-10030	127	21	camera	camera	NOUN
spir-10030	127	22	.	.	PUNCT
spir-10030	128	1	when	when	SCONJ
spir-10030	128	2	opening	open	VERB
spir-10030	128	3	snapchat	snapchat	NOUN
spir-10030	128	4	on	on	ADP
spir-10030	128	5	your	your	PRON
spir-10030	128	6	phone	phone	NOUN
spir-10030	128	7	,	,	PUNCT
spir-10030	128	8	the	the	DET
spir-10030	128	9	display	display	NOUN
spir-10030	128	10	first	first	ADV
spir-10030	128	11	shows	show	VERB
spir-10030	128	12	the	the	DET
spir-10030	128	13	little	little	ADJ
spir-10030	128	14	white	white	ADJ
spir-10030	128	15	ghost	ghost	NOUN
spir-10030	128	16	on	on	ADP
spir-10030	128	17	a	a	DET
spir-10030	128	18	yellow	yellow	ADJ
spir-10030	128	19	background	background	NOUN
spir-10030	128	20	and	and	CCONJ
spir-10030	128	21	then	then	ADV
spir-10030	128	22	immediately	immediately	ADV
spir-10030	128	23	shows	show	VERB
spir-10030	128	24	you	you	PRON
spir-10030	128	25	what	what	PRON
spir-10030	128	26	is	be	AUX
spir-10030	128	27	facing	face	VERB
spir-10030	128	28	your	your	PRON
spir-10030	128	29	front	front	ADJ
spir-10030	128	30	camera	camera	NOUN
spir-10030	128	31	.	.	PUNCT
spir-10030	129	1	which	which	PRON
spir-10030	129	2	is	be	AUX
spir-10030	129	3	normally	normally	ADV
spir-10030	129	4	:	:	PUNCT
spir-10030	129	5	your	your	PRON
spir-10030	129	6	face	face	NOUN
spir-10030	129	7	.	.	PUNCT
spir-10030	130	1	the	the	DET
spir-10030	130	2	app	app	NOUN
spir-10030	130	3	is	be	AUX
spir-10030	130	4	designed	design	VERB
spir-10030	130	5	to	to	PART
spir-10030	130	6	be	be	AUX
spir-10030	130	7	used	use	VERB
spir-10030	130	8	while	while	SCONJ
spir-10030	130	9	you	you	PRON
spir-10030	130	10	hold	hold	VERB
spir-10030	130	11	your	your	PRON
spir-10030	130	12	phone	phone	NOUN
spir-10030	130	13	upright	upright	NOUN
spir-10030	130	14	,	,	PUNCT
spir-10030	130	15	which	which	PRON
spir-10030	130	16	means	mean	VERB
spir-10030	130	17	pictures	picture	NOUN
spir-10030	130	18	and	and	CCONJ
spir-10030	130	19	videos	video	NOUN
spir-10030	130	20	are	be	AUX
spir-10030	130	21	generated	generate	VERB
spir-10030	130	22	in	in	ADP
spir-10030	130	23	a	a	DET
spir-10030	130	24	portrait	portrait	NOUN
spir-10030	130	25	format	format	NOUN
spir-10030	130	26	.	.	PUNCT
spir-10030	131	1	the	the	DET
spir-10030	131	2	portrait	portrait	NOUN
spir-10030	131	3	format	format	NOUN
spir-10030	131	4	is	be	AUX
spir-10030	131	5	,	,	PUNCT
spir-10030	131	6	in	in	ADP
spir-10030	131	7	the	the	DET
spir-10030	131	8	truest	true	ADJ
spir-10030	131	9	sense	sense	NOUN
spir-10030	131	10	of	of	ADP
spir-10030	131	11	the	the	DET
spir-10030	131	12	word	word	NOUN
spir-10030	131	13	,	,	PUNCT
spir-10030	131	14	a	a	DET
spir-10030	131	15	format	format	NOUN
spir-10030	131	16	for	for	ADP
spir-10030	131	17	portraits	portrait	NOUN
spir-10030	131	18	,	,	PUNCT
spir-10030	131	19	usually	usually	ADV
spir-10030	131	20	of	of	ADP
spir-10030	131	21	human	human	ADJ
spir-10030	131	22	faces	face	NOUN
spir-10030	131	23	(	(	PUNCT
spir-10030	131	24	belting	belt	VERB
spir-10030	131	25	2013	2013	NUM
spir-10030	131	26	)	)	PUNCT
spir-10030	131	27	.	.	PUNCT
spir-10030	132	1	the	the	DET
spir-10030	132	2	face	face	NOUN
spir-10030	132	3	is	be	AUX
spir-10030	132	4	the	the	DET
spir-10030	132	5	starting	starting	NOUN
spir-10030	132	6	point	point	NOUN
spir-10030	132	7	of	of	ADP
spir-10030	132	8	visual	visual	ADJ
spir-10030	132	9	conversational	conversational	ADJ
spir-10030	132	10	practice	practice	NOUN
spir-10030	132	11	on	on	ADP
spir-10030	132	12	snapchat	snapchat	PROPN
spir-10030	132	13	.	.	PUNCT
spir-10030	133	1	the	the	DET
spir-10030	133	2	face	face	NOUN
spir-10030	133	3	has	have	AUX
spir-10030	133	4	always	always	ADV
spir-10030	133	5	been	be	AUX
spir-10030	133	6	the	the	DET
spir-10030	133	7	most	most	ADV
spir-10030	133	8	successful	successful	ADJ
spir-10030	133	9	body	body	NOUN
spir-10030	133	10	part	part	NOUN
spir-10030	133	11	for	for	ADP
spir-10030	133	12	communicating	communicate	VERB
spir-10030	133	13	and	and	CCONJ
spir-10030	133	14	showing	show	VERB
spir-10030	133	15	ourselves	ourselves	PRON
spir-10030	133	16	in	in	ADP
spir-10030	133	17	non	non	ADJ
spir-10030	133	18	-	-	ADJ
spir-10030	133	19	technically	technically	ADV
spir-10030	133	20	-	-	PUNCT
spir-10030	133	21	mediated	mediate	VERB
spir-10030	133	22	interactions	interaction	NOUN
spir-10030	133	23	,	,	PUNCT
spir-10030	133	24	featuring	feature	VERB
spir-10030	133	25	a	a	DET
spir-10030	133	26	nearly	nearly	ADV
spir-10030	133	27	endless	endless	ADJ
spir-10030	133	28	and	and	CCONJ
spir-10030	133	29	fine	fine	ADV
spir-10030	133	30	-	-	PUNCT
spir-10030	133	31	tuned	tune	VERB
spir-10030	133	32	repertoire	repertoire	NOUN
spir-10030	133	33	of	of	ADP
spir-10030	133	34	possible	possible	ADJ
spir-10030	133	35	expressions	expression	NOUN
spir-10030	133	36	.	.	PUNCT
spir-10030	134	1	recent	recent	ADJ
spir-10030	134	2	research	research	NOUN
spir-10030	134	3	on	on	ADP
spir-10030	134	4	the	the	DET
spir-10030	134	5	‚	‚	NOUN
spir-10030	134	6	selfie	selfie	NOUN
spir-10030	134	7	’	'	PUNCT
spir-10030	134	8	as	as	ADP
spir-10030	134	9	multifaceted	multifaceted	ADJ
spir-10030	134	10	visual	visual	ADJ
spir-10030	134	11	genre	genre	NOUN
spir-10030	134	12	(	(	PUNCT
spir-10030	134	13	tiidenberg	tiidenberg	PROPN
spir-10030	134	14	und	und	PROPN
spir-10030	134	15	gómez	gómez	PROPN
spir-10030	134	16	-	-	PUNCT
spir-10030	134	17	cruz	cruz	NOUN
spir-10030	134	18	2015	2015	NUM
spir-10030	134	19	;	;	PUNCT
spir-10030	134	20	warfield	warfield	PROPN
spir-10030	134	21	et	et	PROPN
spir-10030	134	22	al	al	PROPN
spir-10030	134	23	.	.	PROPN
spir-10030	134	24	2016	2016	NUM
spir-10030	134	25	;	;	PUNCT
spir-10030	134	26	senft	senft	PROPN
spir-10030	134	27	und	und	VERB
spir-10030	134	28	baym	baym	NOUN
spir-10030	134	29	2015	2015	NUM
spir-10030	134	30	)	)	PUNCT
spir-10030	134	31	affirms	affirm	VERB
spir-10030	134	32	the	the	DET
spir-10030	134	33	importance	importance	NOUN
spir-10030	134	34	of	of	ADP
spir-10030	134	35	embodied	embody	VERB
spir-10030	134	36	expressions	expression	NOUN
spir-10030	134	37	for	for	ADP
spir-10030	134	38	communication	communication	NOUN
spir-10030	134	39	.	.	PUNCT
spir-10030	135	1	what	what	PRON
spir-10030	135	2	is	be	AUX
spir-10030	135	3	crucial	crucial	ADJ
spir-10030	135	4	for	for	ADP
spir-10030	135	5	analyzing	analyze	VERB
spir-10030	135	6	selfies	selfie	NOUN
spir-10030	135	7	in	in	ADP
spir-10030	135	8	general	general	ADJ
spir-10030	135	9	and	and	CCONJ
spir-10030	135	10	snapchat	snapchat	PROPN
spir-10030	135	11	in	in	ADP
spir-10030	135	12	particular	particular	ADJ
spir-10030	135	13	is	be	AUX
spir-10030	135	14	to	to	PART
spir-10030	135	15	take	take	VERB
spir-10030	135	16	into	into	ADP
spir-10030	135	17	account	account	NOUN
spir-10030	135	18	the	the	DET
spir-10030	135	19	malleability	malleability	NOUN
spir-10030	135	20	of	of	ADP
spir-10030	135	21	the	the	DET
spir-10030	135	22	digital	digital	ADJ
spir-10030	135	23	photo	photo	NOUN
spir-10030	135	24	(	(	PUNCT
spir-10030	135	25	hand	hand	NOUN
spir-10030	135	26	2012	2012	NUM
spir-10030	135	27	):	):	PUNCT
spir-10030	135	28	digital	digital	ADJ
spir-10030	135	29	photos	photo	NOUN
spir-10030	135	30	are	be	AUX
spir-10030	135	31	actually	actually	ADV
spir-10030	135	32	accumulations	accumulation	NOUN
spir-10030	135	33	of	of	ADP
spir-10030	135	34	pixels	pixel	NOUN
spir-10030	135	35	that	that	PRON
spir-10030	135	36	appear	appear	VERB
spir-10030	135	37	to	to	ADP
spir-10030	135	38	us	we	PRON
spir-10030	135	39	as	as	ADP
spir-10030	135	40	pictures	picture	NOUN
spir-10030	135	41	.	.	PUNCT
spir-10030	136	1	they	they	PRON
spir-10030	136	2	can	can	AUX
spir-10030	136	3	be	be	AUX
spir-10030	136	4	edited	edit	VERB
spir-10030	136	5	,	,	PUNCT
spir-10030	136	6	transformed	transform	VERB
spir-10030	136	7	and	and	CCONJ
spir-10030	136	8	altered	alter	VERB
spir-10030	136	9	.	.	PUNCT
spir-10030	137	1	there	there	PRON
spir-10030	137	2	is	be	VERB
spir-10030	137	3	still	still	ADV
spir-10030	137	4	a	a	DET
spir-10030	137	5	„	„	PUNCT
spir-10030	137	6	practical	practical	ADJ
spir-10030	137	7	ontological	ontological	ADJ
spir-10030	137	8	realism	realism	NOUN
spir-10030	137	9	“	"	PUNCT
spir-10030	137	10	(	(	PUNCT
spir-10030	137	11	hand	hand	NOUN
spir-10030	137	12	2012	2012	NUM
spir-10030	137	13	)	)	PUNCT
spir-10030	137	14	ascribed	ascribe	VERB
spir-10030	137	15	to	to	ADP
spir-10030	137	16	digital	digital	ADJ
spir-10030	137	17	photos	photo	NOUN
spir-10030	137	18	,	,	PUNCT
spir-10030	137	19	and	and	CCONJ
spir-10030	137	20	an	an	DET
spir-10030	137	21	especially	especially	ADV
spir-10030	137	22	snapchat	snapchat	PROPN
spir-10030	137	23	seems	seem	VERB
spir-10030	137	24	to	to	PART
spir-10030	137	25	be	be	AUX
spir-10030	137	26	particularly	particularly	ADV
spir-10030	137	27	authentic	authentic	ADJ
spir-10030	137	28	(	(	PUNCT
spir-10030	137	29	this	this	PRON
spir-10030	137	30	is	be	AUX
spir-10030	137	31	also	also	ADV
spir-10030	137	32	discussed	discuss	VERB
spir-10030	137	33	and	and	CCONJ
spir-10030	137	34	confirmed	confirm	VERB
spir-10030	137	35	by	by	ADP
spir-10030	137	36	the	the	DET
spir-10030	137	37	previous	previous	ADJ
spir-10030	137	38	paper	paper	NOUN
spir-10030	137	39	in	in	ADP
spir-10030	137	40	this	this	DET
spir-10030	137	41	panel	panel	NOUN
spir-10030	137	42	)	)	PUNCT
spir-10030	137	43	.	.	PUNCT
spir-10030	138	1	snapchat	snapchat	PROPN
spir-10030	138	2	introduced	introduce	VERB
spir-10030	138	3	some	some	DET
spir-10030	138	4	new	new	ADJ
spir-10030	138	5	visual	visual	ADJ
spir-10030	138	6	conventions	convention	NOUN
spir-10030	138	7	or	or	CCONJ
spir-10030	138	8	ways	way	NOUN
spir-10030	138	9	of	of	ADP
spir-10030	138	10	showing	show	VERB
spir-10030	138	11	,	,	PUNCT
spir-10030	138	12	regarding	regard	VERB
spir-10030	138	13	format	format	NOUN
spir-10030	138	14	(	(	PUNCT
spir-10030	138	15	portrait	portrait	NOUN
spir-10030	138	16	)	)	PUNCT
spir-10030	138	17	,	,	PUNCT
spir-10030	138	18	filters	filter	NOUN
spir-10030	138	19	,	,	PUNCT
spir-10030	138	20	bitmoji	bitmoji	PROPN
spir-10030	138	21	,	,	PUNCT
spir-10030	138	22	etc	etc	X
spir-10030	138	23	.	.	X
spir-10030	139	1	that	that	PRON
spir-10030	139	2	are	be	AUX
spir-10030	139	3	very	very	ADV
spir-10030	139	4	different	different	ADJ
spir-10030	139	5	from	from	ADP
spir-10030	139	6	what	what	PRON
spir-10030	139	7	instagram	instagram	PROPN
spir-10030	139	8	and	and	CCONJ
spir-10030	139	9	youtube	youtube	NOUN
spir-10030	139	10	allows	allow	VERB
spir-10030	139	11	users	user	NOUN
spir-10030	139	12	to	to	PART
spir-10030	139	13	do	do	VERB
spir-10030	139	14	visually	visually	ADV
spir-10030	139	15	.	.	PUNCT
spir-10030	140	1	the	the	DET
spir-10030	140	2	photo	photo	NOUN
spir-10030	140	3	(	(	PUNCT
spir-10030	140	4	or	or	CCONJ
spir-10030	140	5	video	video	NOUN
spir-10030	140	6	)	)	PUNCT
spir-10030	140	7	becomes	become	VERB
spir-10030	140	8	the	the	DET
spir-10030	140	9	canvas	canvas	NOUN
spir-10030	140	10	for	for	ADP
spir-10030	140	11	possible	possible	ADJ
spir-10030	140	12	visual	visual	ADJ
spir-10030	140	13	work	work	NOUN
spir-10030	140	14	:	:	PUNCT
spir-10030	140	15	you	you	PRON
spir-10030	140	16	can	can	AUX
spir-10030	140	17	‚	‚	NOUN
spir-10030	140	18	paint	paint	NOUN
spir-10030	140	19	’	'	PUNCT
spir-10030	140	20	on	on	ADP
spir-10030	140	21	the	the	DET
spir-10030	140	22	photo	photo	NOUN
spir-10030	140	23	in	in	ADP
spir-10030	140	24	different	different	ADJ
spir-10030	140	25	colors	color	NOUN
spir-10030	140	26	with	with	ADP
spir-10030	140	27	your	your	PRON
spir-10030	140	28	finger	finger	NOUN
spir-10030	140	29	;	;	PUNCT
spir-10030	140	30	add	add	VERB
spir-10030	140	31	as	as	ADP
spir-10030	140	32	many	many	ADJ
spir-10030	140	33	stickers	sticker	NOUN
spir-10030	140	34	(	(	PUNCT
spir-10030	140	35	from	from	ADP
spir-10030	140	36	a	a	DET
spir-10030	140	37	huge	huge	ADJ
spir-10030	140	38	range	range	NOUN
spir-10030	140	39	of	of	ADP
spir-10030	140	40	different	different	ADJ
spir-10030	140	41	styles	style	NOUN
spir-10030	140	42	and	and	CCONJ
spir-10030	140	43	categories	category	NOUN
spir-10030	140	44	)	)	PUNCT
spir-10030	140	45	as	as	SCONJ
spir-10030	140	46	you	you	PRON
spir-10030	140	47	want	want	VERB
spir-10030	140	48	,	,	PUNCT
spir-10030	140	49	add	add	VERB
spir-10030	140	50	location	location	NOUN
spir-10030	140	51	and	and	CCONJ
spir-10030	140	52	time	time	NOUN
spir-10030	140	53	information	information	NOUN
spir-10030	140	54	,	,	PUNCT
spir-10030	140	55	etc	etc	X
spir-10030	140	56	.	.	X
spir-10030	141	1	many	many	ADJ
spir-10030	141	2	of	of	ADP
spir-10030	141	3	these	these	DET
spir-10030	141	4	editing	edit	VERB
spir-10030	141	5	styles	style	NOUN
spir-10030	141	6	seem	seem	VERB
spir-10030	141	7	similar	similar	ADJ
spir-10030	141	8	to	to	ADP
spir-10030	141	9	earlier	early	ADJ
spir-10030	141	10	collage	collage	NOUN
spir-10030	141	11	/	/	SYM
spir-10030	141	12	assemblage	assemblage	NOUN
spir-10030	141	13	techniques	technique	NOUN
spir-10030	141	14	of	of	ADP
spir-10030	141	15	scrapbooking	scrapbooke	VERB
spir-10030	141	16	(	(	PUNCT
spir-10030	141	17	good	good	ADJ
spir-10030	141	18	2013	2013	NUM
spir-10030	141	19	)	)	PUNCT
spir-10030	141	20	.	.	PUNCT
spir-10030	142	1	in	in	ADP
spir-10030	142	2	my	my	PRON
spir-10030	142	3	paper	paper	NOUN
spir-10030	142	4	,	,	PUNCT
spir-10030	142	5	i	i	PRON
spir-10030	142	6	will	will	AUX
spir-10030	142	7	especially	especially	ADV
spir-10030	142	8	focus	focus	VERB
spir-10030	142	9	on	on	ADP
spir-10030	142	10	the	the	DET
spir-10030	142	11	introduction	introduction	NOUN
spir-10030	142	12	of	of	ADP
spir-10030	142	13	‚	‚	NOUN
spir-10030	142	14	selfie	selfie	NOUN
spir-10030	142	15	lenses	lense	NOUN
spir-10030	142	16	’	'	PUNCT
spir-10030	142	17	,	,	PUNCT
spir-10030	142	18	which	which	PRON
spir-10030	142	19	was	be	AUX
spir-10030	142	20	a	a	DET
spir-10030	142	21	huge	huge	ADJ
spir-10030	142	22	success	success	NOUN
spir-10030	142	23	and	and	CCONJ
spir-10030	142	24	important	important	ADJ
spir-10030	142	25	boost	boost	NOUN
spir-10030	142	26	for	for	ADP
spir-10030	142	27	snapchat	snapchat	PROPN
spir-10030	142	28	’s	’s	PART
spir-10030	142	29	popularity	popularity	NOUN
spir-10030	142	30	.	.	PUNCT
spir-10030	143	1	lenses	lense	NOUN
spir-10030	143	2	allow	allow	VERB
spir-10030	143	3	users	user	NOUN
spir-10030	143	4	to	to	PART
spir-10030	143	5	augment	augment	VERB
spir-10030	143	6	,	,	PUNCT
spir-10030	143	7	decorate	decorate	VERB
spir-10030	143	8	or	or	CCONJ
spir-10030	143	9	distort	distort	VERB
spir-10030	143	10	their	their	PRON
spir-10030	143	11	faces	face	NOUN
spir-10030	143	12	(	(	PUNCT
spir-10030	143	13	and	and	CCONJ
spir-10030	143	14	voices	voice	NOUN
spir-10030	143	15	)	)	PUNCT
spir-10030	143	16	with	with	ADP
spir-10030	143	17	a	a	DET
spir-10030	143	18	broad	broad	ADJ
spir-10030	143	19	variety	variety	NOUN
spir-10030	143	20	of	of	ADP
spir-10030	143	21	things	thing	NOUN
spir-10030	143	22	–	–	PUNCT
spir-10030	143	23	animal	animal	NOUN
spir-10030	143	24	ears	ear	NOUN
spir-10030	143	25	,	,	PUNCT
spir-10030	143	26	make	make	NOUN
spir-10030	143	27	-	-	PUNCT
spir-10030	143	28	ups	up	NOUN
spir-10030	143	29	,	,	PUNCT
spir-10030	143	30	hair	hair	NOUN
spir-10030	143	31	wreaths	wreath	NOUN
spir-10030	143	32	,	,	PUNCT
spir-10030	143	33	famous	famous	ADJ
spir-10030	143	34	people	people	NOUN
spir-10030	143	35	.	.	PUNCT
spir-10030	144	1	the	the	DET
spir-10030	144	2	app	app	NOUN
spir-10030	144	3	provides	provide	VERB
spir-10030	144	4	a	a	DET
spir-10030	144	5	repertoire	repertoire	NOUN
spir-10030	144	6	of	of	ADP
spir-10030	144	7	masks	mask	NOUN
spir-10030	144	8	,	,	PUNCT
spir-10030	144	9	that	that	PRON
spir-10030	144	10	is	be	AUX
spir-10030	144	11	dynamic	dynamic	ADJ
spir-10030	144	12	and	and	CCONJ
spir-10030	144	13	easy	easy	ADJ
spir-10030	144	14	-	-	PUNCT
spir-10030	144	15	to	to	AUX
spir-10030	144	16	-	-	PUNCT
spir-10030	144	17	use	use	VERB
spir-10030	144	18	.	.	PUNCT
spir-10030	145	1	the	the	DET
spir-10030	145	2	analysis	analysis	NOUN
spir-10030	145	3	of	of	ADP
spir-10030	145	4	the	the	DET
spir-10030	145	5	aesthetic	aesthetic	ADJ
spir-10030	145	6	affordances	affordance	NOUN
spir-10030	145	7	that	that	PRON
spir-10030	145	8	are	be	AUX
spir-10030	145	9	provided	provide	VERB
spir-10030	145	10	by	by	ADP
spir-10030	145	11	the	the	DET
spir-10030	145	12	smartphone	smartphone	NOUN
spir-10030	145	13	as	as	ADP
spir-10030	145	14	hardware	hardware	NOUN
spir-10030	145	15	and	and	CCONJ
spir-10030	145	16	snapchat	snapchat	PRON
spir-10030	145	17	as	as	SCONJ
spir-10030	145	18	software	software	NOUN
spir-10030	145	19	was	be	AUX
spir-10030	145	20	accompanied	accompany	VERB
spir-10030	145	21	by	by	ADP
spir-10030	145	22	a	a	DET
spir-10030	145	23	close	close	ADJ
spir-10030	145	24	reading	reading	NOUN
spir-10030	145	25	and	and	CCONJ
spir-10030	145	26	visual	visual	ADJ
spir-10030	145	27	analysis	analysis	NOUN
spir-10030	145	28	of	of	ADP
spir-10030	145	29	three	three	NUM
spir-10030	145	30	german	german	ADJ
spir-10030	145	31	‚	‚	NOUN
spir-10030	145	32	snapchatters	snapchatter	NOUN
spir-10030	145	33	’	'	PUNCT
spir-10030	145	34	(	(	PUNCT
spir-10030	145	35	laura	laura	NOUN
spir-10030	145	36	falafel	falafel	VERB
spir-10030	145	37	,	,	PUNCT
spir-10030	145	38	yugorette	yugorette	PROPN
spir-10030	145	39	,	,	PUNCT
spir-10030	145	40	simon	simon	PROPN
spir-10030	145	41	desue	desue	PROPN
spir-10030	145	42	)	)	PUNCT
spir-10030	145	43	and	and	CCONJ
spir-10030	145	44	their	their	PRON
spir-10030	145	45	stories	story	NOUN
spir-10030	145	46	.	.	PUNCT
spir-10030	146	1	they	they	PRON
spir-10030	146	2	build	build	VERB
spir-10030	146	3	specific	specific	ADJ
spir-10030	146	4	personae	personae	NOUN
spir-10030	146	5	around	around	ADP
spir-10030	146	6	specific	specific	ADJ
spir-10030	146	7	lenses	lense	NOUN
spir-10030	146	8	,	,	PUNCT
spir-10030	146	9	acting	act	VERB
spir-10030	146	10	out	out	ADP
spir-10030	146	11	different	different	ADJ
spir-10030	146	12	personalities	personality	NOUN
spir-10030	146	13	in	in	ADP
spir-10030	146	14	their	their	PRON
spir-10030	146	15	snapchat	snapchat	ADJ
spir-10030	146	16	stories	story	NOUN
spir-10030	146	17	.	.	PUNCT
spir-10030	147	1	for	for	ADP
spir-10030	147	2	example	example	NOUN
spir-10030	147	3	an	an	DET
spir-10030	147	4	‘	'	PUNCT
spir-10030	147	5	ugly	ugly	ADJ
spir-10030	147	6	’	'	PUNCT
spir-10030	147	7	younger	young	ADJ
spir-10030	147	8	version	version	NOUN
spir-10030	147	9	of	of	ADP
spir-10030	147	10	laura	laura	PROPN
spir-10030	147	11	falafel	falafel	NOUN
spir-10030	147	12	wears	wear	NOUN
spir-10030	147	13	braces	brace	NOUN
spir-10030	147	14	,	,	PUNCT
spir-10030	147	15	lives	live	VERB
spir-10030	147	16	with	with	ADP
spir-10030	147	17	her	her	PRON
spir-10030	147	18	mom	mom	NOUN
spir-10030	147	19	and	and	CCONJ
spir-10030	147	20	has	have	VERB
spir-10030	147	21	a	a	DET
spir-10030	147	22	weird	weird	ADJ
spir-10030	147	23	accent	accent	NOUN
spir-10030	147	24	.	.	PUNCT
spir-10030	148	1	based	base	VERB
spir-10030	148	2	on	on	ADP
spir-10030	148	3	these	these	DET
spir-10030	148	4	condensed	condense	VERB
spir-10030	148	5	performances	performance	NOUN
spir-10030	148	6	,	,	PUNCT
spir-10030	148	7	‘	'	PUNCT
spir-10030	148	8	selfie	selfie	PRON
spir-10030	148	9	lenses	lense	NOUN
spir-10030	148	10	’	'	PUNCT
spir-10030	148	11	can	can	AUX
spir-10030	148	12	be	be	AUX
spir-10030	148	13	interpreted	interpret	VERB
spir-10030	148	14	as	as	ADP
spir-10030	148	15	playful	playful	ADJ
spir-10030	148	16	practice	practice	NOUN
spir-10030	148	17	of	of	ADP
spir-10030	148	18	digital	digital	ADJ
spir-10030	148	19	masking	masking	NOUN
spir-10030	148	20	.	.	PUNCT
spir-10030	149	1	while	while	SCONJ
spir-10030	149	2	this	this	DET
spir-10030	149	3	practice	practice	NOUN
spir-10030	149	4	clearly	clearly	ADV
spir-10030	149	5	has	have	VERB
spir-10030	149	6	old	old	ADJ
spir-10030	149	7	analogue	analogue	NOUN
spir-10030	149	8	predecessors	predecessor	NOUN
spir-10030	149	9	,	,	PUNCT
spir-10030	149	10	playful	playful	ADJ
spir-10030	149	11	masking	masking	NOUN
spir-10030	149	12	is	be	AUX
spir-10030	149	13	translated	translate	VERB
spir-10030	149	14	,	,	PUNCT
spir-10030	149	15	amplified	amplify	VERB
spir-10030	149	16	but	but	CCONJ
spir-10030	149	17	also	also	ADV
spir-10030	149	18	standardized	standardize	VERB
spir-10030	149	19	in	in	ADP
spir-10030	149	20	snapchat	snapchat	PROPN
spir-10030	149	21	’s	’s	PART
spir-10030	149	22	digitally	digitally	ADV
spir-10030	149	23	networked	network	VERB
spir-10030	149	24	structures	structure	NOUN
spir-10030	149	25	.	.	PUNCT
spir-10030	150	1	based	base	VERB
spir-10030	150	2	on	on	ADP
spir-10030	150	3	these	these	DET
spir-10030	150	4	findings	finding	NOUN
spir-10030	150	5	and	and	CCONJ
spir-10030	150	6	connecting	connect	VERB
spir-10030	150	7	to	to	ADP
spir-10030	150	8	the	the	DET
spir-10030	150	9	other	other	ADJ
spir-10030	150	10	contributions	contribution	NOUN
spir-10030	150	11	in	in	ADP
spir-10030	150	12	this	this	DET
spir-10030	150	13	panel	panel	NOUN
spir-10030	150	14	,	,	PUNCT
spir-10030	150	15	questions	question	NOUN
spir-10030	150	16	of	of	ADP
spir-10030	150	17	authenticity	authenticity	NOUN
spir-10030	150	18	in	in	ADP
spir-10030	150	19	digital	digital	ADJ
spir-10030	150	20	photographic	photographic	ADJ
spir-10030	150	21	practices	practice	NOUN
spir-10030	150	22	have	have	VERB
spir-10030	150	23	to	to	PART
spir-10030	150	24	be	be	AUX
spir-10030	150	25	understood	understand	VERB
spir-10030	150	26	as	as	ADP
spir-10030	150	27	strongly	strongly	ADV
spir-10030	150	28	linked	link	VERB
spir-10030	150	29	to	to	ADP
spir-10030	150	30	questions	question	NOUN
spir-10030	150	31	of	of	ADP
spir-10030	150	32	truthfulness	truthfulness	ADJ
spir-10030	150	33	in	in	ADP
spir-10030	150	34	relation	relation	NOUN
spir-10030	150	35	to	to	ADP
spir-10030	150	36	identities	identity	NOUN
spir-10030	150	37	.	.	PUNCT
spir-10030	151	1	references	reference	NOUN
spir-10030	151	2	belting	belt	VERB
spir-10030	151	3	,	,	PUNCT
spir-10030	151	4	h.	h.	PROPN
spir-10030	151	5	(	(	PUNCT
spir-10030	151	6	2013	2013	NUM
spir-10030	151	7	)	)	PUNCT
spir-10030	151	8	.	.	PUNCT
spir-10030	152	1	faces	face	NOUN
spir-10030	152	2	;	;	PUNCT
spir-10030	152	3	eine	eine	PROPN
spir-10030	152	4	geschichte	geschichte	PROPN
spir-10030	152	5	des	des	PROPN
spir-10030	152	6	gesichts	gesichts	PROPN
spir-10030	152	7	.	.	PUNCT
spir-10030	153	1	münchen	münchen	NOUN
spir-10030	153	2	:	:	PUNCT
spir-10030	153	3	beck	beck	NOUN
spir-10030	153	4	.	.	PUNCT
spir-10030	154	1	belting	belting	NOUN
spir-10030	154	2	,	,	PUNCT
spir-10030	154	3	h.	h.	PROPN
spir-10030	154	4	(	(	PUNCT
spir-10030	154	5	2005	2005	NUM
spir-10030	154	6	)	)	PUNCT
spir-10030	154	7	.	.	PUNCT
spir-10030	155	1	image	image	NOUN
spir-10030	155	2	,	,	PUNCT
spir-10030	155	3	medium	medium	NOUN
spir-10030	155	4	,	,	PUNCT
spir-10030	155	5	body	body	NOUN
spir-10030	155	6	 	 	SPACE
spir-10030	155	7	:	:	PUNCT
spir-10030	155	8	a	a	DET
spir-10030	155	9	new	new	ADJ
spir-10030	155	10	approach	approach	NOUN
spir-10030	155	11	to	to	ADP
spir-10030	155	12	iconology	iconology	NOUN
spir-10030	155	13	.	.	PUNCT
spir-10030	156	1	critical	critical	ADJ
spir-10030	156	2	inquiry	inquiry	NOUN
spir-10030	156	3	31	31	NUM
spir-10030	156	4	:	:	PUNCT
spir-10030	156	5	302–319	302–319	NUM
spir-10030	156	6	.	.	PUNCT
spir-10030	157	1	burri	burri	NOUN
spir-10030	157	2	,	,	PUNCT
spir-10030	157	3	r.	r.	PROPN
spir-10030	157	4	v.	v.	PROPN
spir-10030	157	5	(	(	PUNCT
spir-10030	157	6	2012	2012	NUM
spir-10030	157	7	)	)	PUNCT
spir-10030	157	8	.	.	PUNCT
spir-10030	158	1	visual	visual	ADJ
spir-10030	158	2	rationalities	rationality	NOUN
spir-10030	158	3	:	:	PUNCT
spir-10030	158	4	towards	towards	ADP
spir-10030	158	5	a	a	DET
spir-10030	158	6	sociology	sociology	NOUN
spir-10030	158	7	of	of	ADP
spir-10030	158	8	images	image	NOUN
spir-10030	158	9	.	.	PUNCT
spir-10030	159	1	current	current	ADJ
spir-10030	159	2	sociology	sociology	NOUN
spir-10030	159	3	60	60	NUM
spir-10030	159	4	:	:	PUNCT
spir-10030	159	5	45–60	45–60	NUM
spir-10030	159	6	.	.	PUNCT
spir-10030	159	7	gillespie	gillespie	PROPN
spir-10030	159	8	,	,	PUNCT
spir-10030	159	9	t.	t.	PROPN
spir-10030	159	10	(	(	PUNCT
spir-10030	159	11	2010	2010	NUM
spir-10030	159	12	)	)	PUNCT
spir-10030	159	13	.	.	PUNCT
spir-10030	160	1	the	the	DET
spir-10030	160	2	politics	politic	NOUN
spir-10030	160	3	of	of	ADP
spir-10030	160	4	‘	'	PUNCT
spir-10030	160	5	platforms	platform	NOUN
spir-10030	160	6	’	'	PUNCT
spir-10030	160	7	.	.	PUNCT
spir-10030	161	1	new	new	ADJ
spir-10030	161	2	media	medium	NOUN
spir-10030	161	3	&	&	CCONJ
spir-10030	161	4	society	society	NOUN
spir-10030	161	5	12	12	NUM
spir-10030	161	6	:	:	PUNCT
spir-10030	161	7	347–364	347–364	NUM
spir-10030	161	8	.	.	PUNCT
spir-10030	162	1	good	good	ADJ
spir-10030	162	2	,	,	PUNCT
spir-10030	162	3	k.	k.	PROPN
spir-10030	162	4	d.	d.	PROPN
spir-10030	162	5	(	(	PUNCT
spir-10030	162	6	2013	2013	NUM
spir-10030	162	7	)	)	PUNCT
spir-10030	162	8	.	.	PUNCT
spir-10030	163	1	from	from	ADP
spir-10030	163	2	scrapbook	scrapbook	NOUN
spir-10030	163	3	to	to	ADP
spir-10030	163	4	facebook	facebook	PROPN
spir-10030	163	5	:	:	PUNCT
spir-10030	163	6	a	a	DET
spir-10030	163	7	history	history	NOUN
spir-10030	163	8	of	of	ADP
spir-10030	163	9	personal	personal	ADJ
spir-10030	163	10	media	medium	NOUN
spir-10030	163	11	assemblage	assemblage	NOUN
spir-10030	163	12	and	and	CCONJ
spir-10030	163	13	archives	archive	NOUN
spir-10030	163	14	.	.	PUNCT
spir-10030	164	1	new	new	ADJ
spir-10030	164	2	media	medium	NOUN
spir-10030	164	3	&	&	CCONJ
spir-10030	164	4	society	society	NOUN
spir-10030	164	5	15	15	NUM
spir-10030	164	6	:	:	PUNCT
spir-10030	164	7	557–573	557–573	NUM
spir-10030	164	8	.	.	PUNCT
spir-10030	164	9	hand	hand	NOUN
spir-10030	164	10	,	,	PUNCT
spir-10030	164	11	m.	m.	NOUN
spir-10030	164	12	(	(	PUNCT
spir-10030	164	13	2012	2012	NUM
spir-10030	164	14	)	)	PUNCT
spir-10030	164	15	.	.	PUNCT
spir-10030	165	1	ubiquitous	ubiquitous	ADJ
spir-10030	165	2	photography	photography	NOUN
spir-10030	165	3	.	.	PUNCT
spir-10030	166	1	cambridge	cambridge	NOUN
spir-10030	166	2	:	:	PUNCT
spir-10030	166	3	polity	polity	NOUN
spir-10030	166	4	press	press	NOUN
spir-10030	166	5	.	.	PUNCT
spir-10030	167	1	hutchby	hutchby	PROPN
spir-10030	167	2	,	,	PUNCT
spir-10030	167	3	i.	i.	PROPN
spir-10030	167	4	(	(	PUNCT
spir-10030	167	5	2014	2014	NUM
spir-10030	167	6	)	)	PUNCT
spir-10030	167	7	.	.	PUNCT
spir-10030	168	1	communicative	communicative	ADJ
spir-10030	168	2	affordances	affordance	NOUN
spir-10030	168	3	and	and	CCONJ
spir-10030	168	4	participation	participation	NOUN
spir-10030	168	5	frameworks	framework	NOUN
spir-10030	168	6	in	in	ADP
spir-10030	168	7	mediated	mediate	VERB
spir-10030	168	8	interaction	interaction	NOUN
spir-10030	168	9	.	.	PUNCT
spir-10030	169	1	journal	journal	NOUN
spir-10030	169	2	of	of	ADP
spir-10030	169	3	pragmatics	pragmatic	NOUN
spir-10030	169	4	72	72	NUM
spir-10030	169	5	:	:	PUNCT
spir-10030	169	6	86–89	86–89	NUM
spir-10030	169	7	.	.	PUNCT
spir-10030	170	1	kitchin	kitchin	PROPN
spir-10030	170	2	,	,	PUNCT
spir-10030	170	3	r.	r.	PROPN
spir-10030	170	4	,	,	PUNCT
spir-10030	170	5	dodge	dodge	PROPN
spir-10030	170	6	,	,	PUNCT
spir-10030	170	7	m.	m.	NOUN
spir-10030	170	8	(	(	PUNCT
spir-10030	170	9	2011	2011	NUM
spir-10030	170	10	)	)	PUNCT
spir-10030	170	11	.	.	PUNCT
spir-10030	171	1	code	code	NOUN
spir-10030	171	2	/	/	SYM
spir-10030	171	3	space	space	NOUN
spir-10030	171	4	.	.	PUNCT
spir-10030	172	1	software	software	NOUN
spir-10030	172	2	and	and	CCONJ
spir-10030	172	3	everyday	everyday	ADJ
spir-10030	172	4	life	life	NOUN
spir-10030	172	5	.	.	PUNCT
spir-10030	173	1	mit	mit	PROPN
spir-10030	173	2	press	press	PROPN
spir-10030	173	3	.	.	PUNCT
spir-10030	174	1	mcveigh	mcveigh	PROPN
spir-10030	174	2	-	-	PUNCT
spir-10030	174	3	schultz	schultz	PROPN
spir-10030	174	4	,	,	PUNCT
spir-10030	174	5	j.	j.	PROPN
spir-10030	174	6	,	,	PUNCT
spir-10030	174	7	baym	baym	PROPN
spir-10030	174	8	,	,	PUNCT
spir-10030	174	9	n.k	n.k	PROPN
spir-10030	174	10	.	.	PROPN
spir-10030	174	11	(	(	PUNCT
spir-10030	174	12	2015	2015	NUM
spir-10030	174	13	)	)	PUNCT
spir-10030	174	14	.	.	PUNCT
spir-10030	175	1	thinking	think	VERB
spir-10030	175	2	of	of	ADP
spir-10030	175	3	you	you	PRON
spir-10030	175	4	:	:	PUNCT
spir-10030	175	5	vernacular	vernacular	ADJ
spir-10030	175	6	affordance	affordance	NOUN
spir-10030	175	7	in	in	ADP
spir-10030	175	8	the	the	DET
spir-10030	175	9	context	context	NOUN
spir-10030	175	10	of	of	ADP
spir-10030	175	11	the	the	DET
spir-10030	175	12	microsocial	microsocial	ADJ
spir-10030	175	13	relationship	relationship	NOUN
spir-10030	175	14	app	app	PROPN
spir-10030	175	15	,	,	PUNCT
spir-10030	175	16	couple	couple	NOUN
spir-10030	175	17	.	.	PUNCT
spir-10030	176	1	social	social	ADJ
spir-10030	176	2	media	medium	NOUN
spir-10030	176	3	+	+	CCONJ
spir-10030	176	4	society	society	NOUN
spir-10030	176	5	1	1	NUM
spir-10030	176	6	.	.	PUNCT
spir-10030	176	7	schrock	schrock	NOUN
spir-10030	176	8	,	,	PUNCT
spir-10030	176	9	a.	a.	PROPN
spir-10030	176	10	r.	r.	PROPN
spir-10030	176	11	(	(	PUNCT
spir-10030	176	12	2015	2015	NUM
spir-10030	176	13	)	)	PUNCT
spir-10030	176	14	.	.	PUNCT
spir-10030	177	1	communicative	communicative	ADJ
spir-10030	177	2	affordances	affordance	NOUN
spir-10030	177	3	of	of	ADP
spir-10030	177	4	mobile	mobile	ADJ
spir-10030	177	5	media	medium	NOUN
spir-10030	177	6	 	 	SPACE
spir-10030	177	7	:	:	PUNCT
spir-10030	177	8	portability	portability	NOUN
spir-10030	177	9	,	,	PUNCT
spir-10030	177	10	availability	availability	NOUN
spir-10030	177	11	,	,	PUNCT
spir-10030	177	12	locatability	locatability	NOUN
spir-10030	177	13	,	,	PUNCT
spir-10030	177	14	and	and	CCONJ
spir-10030	177	15	multimediality	multimediality	NOUN
spir-10030	177	16	.	.	PUNCT
spir-10030	178	1	international	international	ADJ
spir-10030	178	2	journal	journal	NOUN
spir-10030	178	3	of	of	ADP
spir-10030	178	4	communication	communication	NOUN
spir-10030	178	5	9	9	NUM
spir-10030	178	6	:	:	SYM
spir-10030	178	7	1229–1246	1229–1246	NUM
spir-10030	178	8	.	.	PUNCT
spir-10030	179	1	senft	senft	PROPN
spir-10030	179	2	,	,	PUNCT
spir-10030	179	3	t.m	t.m	PROPN
spir-10030	179	4	.	.	PROPN
spir-10030	179	5	,	,	PUNCT
spir-10030	179	6	baym	baym	PROPN
spir-10030	179	7	,	,	PUNCT
spir-10030	179	8	n.k	n.k	PROPN
spir-10030	179	9	.	.	PROPN
spir-10030	179	10	(	(	PUNCT
spir-10030	179	11	2015	2015	NUM
spir-10030	179	12	)	)	PUNCT
spir-10030	179	13	.	.	PUNCT
spir-10030	180	1	what	what	PRON
spir-10030	180	2	does	do	AUX
spir-10030	180	3	the	the	DET
spir-10030	180	4	selfie	selfie	PRON
spir-10030	180	5	say	say	VERB
spir-10030	180	6	 	 	SPACE
spir-10030	180	7	?	?	PUNCT
spir-10030	181	1	investigating	investigate	VERB
spir-10030	181	2	a	a	DET
spir-10030	181	3	global	global	ADJ
spir-10030	181	4	phenomenon	phenomenon	NOUN
spir-10030	181	5	introduction	introduction	NOUN
spir-10030	181	6	.	.	PUNCT
spir-10030	182	1	international	international	ADJ
spir-10030	182	2	journal	journal	NOUN
spir-10030	182	3	of	of	ADP
spir-10030	182	4	communication	communication	NOUN
spir-10030	182	5	9	9	NUM
spir-10030	182	6	:	:	SYM
spir-10030	182	7	1588–1606	1588–1606	NUM
spir-10030	182	8	.	.	PUNCT
spir-10030	182	9	statista	statista	NOUN
spir-10030	182	10	.	.	PUNCT
spir-10030	183	1	2016	2016	NUM
spir-10030	183	2	.	.	PUNCT
spir-10030	184	1	snapchat	snapchat	PROPN
spir-10030	184	2	statista	statista	PROPN
spir-10030	184	3	dossier	dossier	NOUN
spir-10030	184	4	,	,	PUNCT
spir-10030	184	5	study	study	VERB
spir-10030	184	6	i	i	PROPN
spir-10030	184	7	d	d	PROPN
spir-10030	184	8	26377	26377	NUM
spir-10030	184	9	.	.	PUNCT
spir-10030	185	1	tiidenberg	tiidenberg	PROPN
spir-10030	185	2	,	,	PUNCT
spir-10030	185	3	k.	k.	PROPN
spir-10030	185	4	,	,	PUNCT
spir-10030	185	5	gómez	gómez	NOUN
spir-10030	185	6	-	-	PUNCT
spir-10030	185	7	cruz	cruz	PROPN
spir-10030	185	8	,	,	PUNCT
spir-10030	185	9	e.	e.	PROPN
spir-10030	185	10	(	(	PUNCT
spir-10030	185	11	2015	2015	NUM
spir-10030	185	12	)	)	PUNCT
spir-10030	185	13	.	.	PUNCT
spir-10030	186	1	selfies	selfie	NOUN
spir-10030	186	2	,	,	PUNCT
spir-10030	186	3	image	image	NOUN
spir-10030	186	4	and	and	CCONJ
spir-10030	186	5	the	the	DET
spir-10030	186	6	re	re	NOUN
spir-10030	186	7	-	-	NOUN
spir-10030	186	8	making	making	NOUN
spir-10030	186	9	of	of	ADP
spir-10030	186	10	the	the	DET
spir-10030	186	11	body	body	NOUN
spir-10030	186	12	.	.	PUNCT
spir-10030	187	1	body	body	NOUN
spir-10030	187	2	&	&	CCONJ
spir-10030	187	3	society	society	PROPN
spir-10030	187	4	1–26	1–26	PROPN
spir-10030	187	5	.	.	PUNCT
spir-10030	188	1	warfield	warfield	PROPN
spir-10030	188	2	,	,	PUNCT
spir-10030	188	3	k	k	PROPN
spir-10030	188	4	,	,	PUNCT
spir-10030	188	5	cambre	cambre	PROPN
spir-10030	188	6	,	,	PUNCT
spir-10030	188	7	m.c	m.c	PROPN
spir-10030	188	8	.	.	PROPN
spir-10030	188	9	,	,	PUNCT
spir-10030	188	10	abidin	abidin	PROPN
spir-10030	188	11	,	,	PUNCT
spir-10030	188	12	c.	c.	PROPN
spir-10030	188	13	(	(	PUNCT
spir-10030	188	14	2016	2016	NUM
spir-10030	188	15	)	)	PUNCT
spir-10030	188	16	.	.	PUNCT
spir-10030	189	1	introduction	introduction	NOUN
spir-10030	189	2	to	to	ADP
spir-10030	189	3	the	the	DET
spir-10030	189	4	social	social	ADJ
spir-10030	189	5	media	medium	NOUN
spir-10030	189	6	+	+	CCONJ
spir-10030	189	7	society	society	NOUN
spir-10030	189	8	special	special	ADJ
spir-10030	189	9	issue	issue	NOUN
spir-10030	189	10	on	on	ADP
spir-10030	189	11	selfies	selfie	NOUN
spir-10030	189	12	:	:	PUNCT
spir-10030	189	13	me	i	PRON
spir-10030	189	14	-	-	PUNCT
spir-10030	189	15	diated	diate	VERB
spir-10030	189	16	inter	inter	NOUN
spir-10030	189	17	-	-	NOUN
spir-10030	189	18	faces	face	NOUN
spir-10030	189	19	.	.	PUNCT
spir-10030	190	1	social	social	ADJ
spir-10030	190	2	media	medium	NOUN
spir-10030	190	3	+	+	CCONJ
spir-10030	190	4	society	society	NOUN
spir-10030	190	5	2	2	NUM
spir-10030	190	6	.	.	PUNCT
spir-10030	191	1	do	do	AUX
spir-10030	191	2	you	you	PRON
spir-10030	191	3	know	know	VERB
spir-10030	191	4	if	if	SCONJ
spir-10030	191	5	you	you	PRON
spir-10030	191	6	’re	’re	AUX
spir-10030	191	7	looking	look	VERB
spir-10030	191	8	at	at	ADP
spir-10030	191	9	a	a	DET
spir-10030	191	10	photo	photo	NOUN
spir-10030	191	11	shot	shot	NOUN
spir-10030	191	12	with	with	ADP
spir-10030	191	13	a	a	DET
spir-10030	191	14	camera	camera	NOUN
spir-10030	191	15	,	,	PUNCT
spir-10030	191	16	or	or	CCONJ
spir-10030	191	17	at	at	ADP
spir-10030	191	18	a	a	DET
spir-10030	191	19	photorealistic	photorealistic	ADJ
spir-10030	191	20	computer	computer	NOUN
spir-10030	191	21	-	-	PUNCT
spir-10030	191	22	generated	generate	VERB
spir-10030	191	23	image	image	NOUN
spir-10030	191	24	?	?	PUNCT
spir-10030	192	1	a	a	DET
spir-10030	192	2	case	case	NOUN
spir-10030	192	3	study	study	NOUN
spir-10030	192	4	with	with	ADP
spir-10030	192	5	professional	professional	ADJ
spir-10030	192	6	photographers	photographer	NOUN
spir-10030	192	7	and	and	CCONJ
spir-10030	192	8	photo	photo	NOUN
spir-10030	192	9	-	-	PUNCT
spir-10030	192	10	editors	editor	NOUN
spir-10030	192	11	full	full	ADJ
spir-10030	192	12	article	article	NOUN
spir-10030	192	13	accepted	accept	VERB
spir-10030	192	14	to	to	ADP
spir-10030	192	15	visual	visual	ADJ
spir-10030	192	16	communication	communication	NOUN
spir-10030	192	17	,	,	PUNCT
spir-10030	192	18	pre	pre	ADJ
spir-10030	192	19	-	-	ADJ
spir-10030	192	20	print	print	ADJ
spir-10030	192	21	available	available	ADJ
spir-10030	192	22	at	at	ADP
spir-10030	192	23	http://urn.fi/urn:nbn:fi:uta-201708162290	http://urn.fi/urn:nbn:fi:uta-201708162290	PROPN
spir-10030	192	24	lehmuskallio	lehmuskallio	NOUN
spir-10030	192	25	,	,	PUNCT
spir-10030	192	26	asko	asko	PROPN
spir-10030	192	27	;	;	PUNCT
spir-10030	192	28	häkkinen	häkkinen	PROPN
spir-10030	192	29	,	,	PUNCT
spir-10030	192	30	jukka	jukka	PROPN
spir-10030	192	31	&	&	CCONJ
spir-10030	192	32	seppänen	seppänen	PROPN
spir-10030	192	33	,	,	PUNCT
spir-10030	192	34	janne	janne	PROPN
spir-10030	192	35	(	(	PUNCT
spir-10030	192	36	accepted	accept	VERB
spir-10030	192	37	)	)	PUNCT
spir-10030	192	38	.	.	PUNCT
spir-10030	193	1	photorealistic	photorealistic	ADJ
spir-10030	193	2	computer	computer	NOUN
spir-10030	193	3	-	-	PUNCT
spir-10030	193	4	generated	generate	VERB
spir-10030	193	5	images	image	NOUN
spir-10030	193	6	are	be	AUX
spir-10030	193	7	difficult	difficult	ADJ
spir-10030	193	8	to	to	PART
spir-10030	193	9	distinguish	distinguish	VERB
spir-10030	193	10	from	from	ADP
spir-10030	193	11	digital	digital	ADJ
spir-10030	193	12	photographs	photograph	NOUN
spir-10030	193	13	:	:	PUNCT
spir-10030	193	14	a	a	DET
spir-10030	193	15	case	case	NOUN
spir-10030	193	16	study	study	NOUN
spir-10030	193	17	with	with	ADP
spir-10030	193	18	professional	professional	ADJ
spir-10030	193	19	photographers	photographer	NOUN
spir-10030	193	20	and	and	CCONJ
spir-10030	193	21	photo	photo	NOUN
spir-10030	193	22	-	-	PUNCT
spir-10030	193	23	editors	editor	NOUN
spir-10030	193	24	.	.	PUNCT
spir-10030	193	25	"	"	PUNCT
spir-10030	194	1	asko	asko	PROPN
spir-10030	194	2	lehmuskallio	lehmuskallio	PROPN
spir-10030	194	3	university	university	PROPN
spir-10030	194	4	of	of	ADP
spir-10030	194	5	tampere	tampere	PROPN
spir-10030	194	6	,	,	PUNCT
spir-10030	194	7	faculty	faculty	NOUN
spir-10030	194	8	of	of	ADP
spir-10030	194	9	communication	communication	NOUN
spir-10030	194	10	sciences	science	NOUN
spir-10030	194	11	janne	janne	PROPN
spir-10030	194	12	seppänen	seppänen	PROPN
spir-10030	194	13	university	university	PROPN
spir-10030	194	14	of	of	ADP
spir-10030	194	15	tampere	tampere	NOUN
spir-10030	194	16	,	,	PUNCT
spir-10030	194	17	faculty	faculty	NOUN
spir-10030	194	18	of	of	ADP
spir-10030	194	19	communication	communication	NOUN
spir-10030	194	20	sciences	sciences	PROPN
spir-10030	194	21	jukka	jukka	PROPN
spir-10030	194	22	häkkinen	häkkinen	PROPN
spir-10030	194	23	university	university	PROPN
spir-10030	194	24	of	of	ADP
spir-10030	194	25	helsinki	helsinki	PROPN
spir-10030	194	26	,	,	PUNCT
spir-10030	194	27	medicum	medicum	PROPN
spir-10030	194	28	,	,	PUNCT
spir-10030	194	29	department	department	NOUN
spir-10030	194	30	of	of	ADP
spir-10030	194	31	psychology	psychology	NOUN
spir-10030	194	32	and	and	CCONJ
spir-10030	194	33	logopedics	logopedic	NOUN
spir-10030	194	34	with	with	ADP
spir-10030	194	35	digitization	digitization	NOUN
spir-10030	194	36	of	of	ADP
spir-10030	194	37	news	news	NOUN
spir-10030	194	38	work	work	NOUN
spir-10030	194	39	,	,	PUNCT
spir-10030	194	40	including	include	VERB
spir-10030	194	41	increasing	increase	VERB
spir-10030	194	42	reliance	reliance	NOUN
spir-10030	194	43	on	on	ADP
spir-10030	194	44	near	near	ADJ
spir-10030	194	45	-	-	PUNCT
spir-10030	194	46	real	real	ADJ
spir-10030	194	47	time	time	NOUN
spir-10030	194	48	connections	connection	NOUN
spir-10030	194	49	to	to	ADP
spir-10030	194	50	the	the	DET
spir-10030	194	51	internet	internet	NOUN
spir-10030	194	52	,	,	PUNCT
spir-10030	194	53	questions	question	NOUN
spir-10030	194	54	of	of	ADP
spir-10030	194	55	authenticity	authenticity	NOUN
spir-10030	194	56	of	of	ADP
spir-10030	194	57	journalistic	journalistic	ADJ
spir-10030	194	58	images	image	NOUN
spir-10030	194	59	have	have	AUX
spir-10030	194	60	resurfaced	resurface	VERB
spir-10030	194	61	.	.	PUNCT
spir-10030	195	1	can	can	AUX
spir-10030	195	2	we	we	PRON
spir-10030	195	3	trust	trust	VERB
spir-10030	195	4	images	image	NOUN
spir-10030	195	5	shown	show	VERB
spir-10030	195	6	to	to	ADP
spir-10030	195	7	us	we	PRON
spir-10030	195	8	in	in	ADP
spir-10030	195	9	networked	networked	ADJ
spir-10030	195	10	publics	public	NOUN
spir-10030	195	11	?	?	PUNCT
spir-10030	196	1	or	or	CCONJ
spir-10030	196	2	the	the	DET
spir-10030	196	3	images	image	NOUN
spir-10030	196	4	that	that	PRON
spir-10030	196	5	we	we	PRON
spir-10030	196	6	ourselves	ourselves	PRON
spir-10030	196	7	forward	forward	ADV
spir-10030	196	8	on	on	ADP
spir-10030	196	9	social	social	ADJ
spir-10030	196	10	media	medium	NOUN
spir-10030	196	11	for	for	SCONJ
spir-10030	196	12	others	other	NOUN
spir-10030	196	13	to	to	PART
spir-10030	196	14	see	see	VERB
spir-10030	196	15	?	?	PUNCT
spir-10030	197	1	in	in	ADP
spir-10030	197	2	order	order	NOUN
spir-10030	197	3	to	to	PART
spir-10030	197	4	counter	counter	VERB
spir-10030	197	5	’	'	PUNCT
spir-10030	197	6	pictorial	pictorial	ADJ
spir-10030	197	7	fraud	fraud	NOUN
spir-10030	197	8	,	,	PUNCT
spir-10030	197	9	’	'	PUNCT
spir-10030	197	10	press	press	NOUN
spir-10030	197	11	photographers	photographer	NOUN
spir-10030	197	12	need	need	VERB
spir-10030	197	13	to	to	PART
spir-10030	197	14	adhere	adhere	VERB
spir-10030	197	15	to	to	ADP
spir-10030	197	16	strict	strict	ADJ
spir-10030	197	17	guidelines	guideline	NOUN
spir-10030	197	18	in	in	ADP
spir-10030	197	19	how	how	SCONJ
spir-10030	197	20	photographs	photograph	NOUN
spir-10030	197	21	are	be	AUX
spir-10030	197	22	shot	shoot	VERB
spir-10030	197	23	,	,	PUNCT
spir-10030	197	24	edited	edit	VERB
spir-10030	197	25	and	and	CCONJ
spir-10030	197	26	published	publish	VERB
spir-10030	197	27	,	,	PUNCT
spir-10030	197	28	while	while	SCONJ
spir-10030	197	29	pictures	picture	NOUN
spir-10030	197	30	published	publish	VERB
spir-10030	197	31	may	may	AUX
spir-10030	197	32	be	be	AUX
spir-10030	197	33	widely	widely	ADV
spir-10030	197	34	digitally	digitally	ADV
spir-10030	197	35	circulated	circulate	VERB
spir-10030	197	36	(	(	PUNCT
spir-10030	197	37	gursel	gursel	NOUN
spir-10030	197	38	2016	2016	NUM
spir-10030	197	39	)	)	PUNCT
spir-10030	197	40	.	.	PUNCT
spir-10030	198	1	in	in	ADP
spir-10030	198	2	recent	recent	ADJ
spir-10030	198	3	years	year	NOUN
spir-10030	198	4	,	,	PUNCT
spir-10030	198	5	photographers	photographer	NOUN
spir-10030	198	6	have	have	AUX
spir-10030	198	7	been	be	AUX
spir-10030	198	8	fired	fire	VERB
spir-10030	198	9	due	due	ADP
spir-10030	198	10	to	to	ADP
spir-10030	198	11	removing	remove	VERB
spir-10030	198	12	or	or	CCONJ
spir-10030	198	13	adding	add	VERB
spir-10030	198	14	content	content	NOUN
spir-10030	198	15	to	to	ADP
spir-10030	198	16	images	image	NOUN
spir-10030	198	17	,	,	PUNCT
spir-10030	198	18	pulitzer	pulitzer	NOUN
spir-10030	198	19	-	-	PUNCT
spir-10030	198	20	prize	prize	NOUN
spir-10030	198	21	winning	win	VERB
spir-10030	198	22	narciso	narciso	PROPN
spir-10030	198	23	contreras	contreras	PROPN
spir-10030	198	24	being	be	AUX
spir-10030	198	25	only	only	ADV
spir-10030	198	26	one	one	NUM
spir-10030	198	27	famous	famous	ADJ
spir-10030	198	28	example	example	NOUN
spir-10030	198	29	among	among	ADP
spir-10030	198	30	many	many	ADJ
spir-10030	198	31	.	.	PUNCT
spir-10030	199	1	he	he	PRON
spir-10030	199	2	had	have	AUX
spir-10030	199	3	retouched	retouch	VERB
spir-10030	199	4	a	a	DET
spir-10030	199	5	photo	photo	NOUN
spir-10030	199	6	of	of	ADP
spir-10030	199	7	a	a	DET
spir-10030	199	8	fighter	fighter	NOUN
spir-10030	199	9	in	in	ADP
spir-10030	199	10	syria	syria	PROPN
spir-10030	199	11	by	by	ADP
spir-10030	199	12	removing	remove	VERB
spir-10030	199	13	from	from	ADP
spir-10030	199	14	it	it	PRON
spir-10030	199	15	the	the	DET
spir-10030	199	16	video	video	NOUN
spir-10030	199	17	camera	camera	NOUN
spir-10030	199	18	of	of	ADP
spir-10030	199	19	a	a	DET
spir-10030	199	20	colleague	colleague	NOUN
spir-10030	199	21	before	before	ADP
spir-10030	199	22	sending	send	VERB
spir-10030	199	23	the	the	DET
spir-10030	199	24	picture	picture	NOUN
spir-10030	199	25	to	to	ADP
spir-10030	199	26	the	the	DET
spir-10030	199	27	associated	associated	ADJ
spir-10030	199	28	press	press	NOUN
spir-10030	199	29	.	.	PUNCT
spir-10030	200	1	the	the	DET
spir-10030	200	2	discipline	discipline	NOUN
spir-10030	200	3	asked	ask	VERB
spir-10030	200	4	for	for	ADP
spir-10030	200	5	in	in	ADP
spir-10030	200	6	press	press	NOUN
spir-10030	200	7	photography	photography	NOUN
spir-10030	200	8	concerns	concern	NOUN
spir-10030	200	9	particularly	particularly	ADV
spir-10030	200	10	photographic	photographic	ADJ
spir-10030	200	11	processes	process	NOUN
spir-10030	200	12	,	,	PUNCT
spir-10030	200	13	that	that	PRON
spir-10030	200	14	should	should	AUX
spir-10030	200	15	leave	leave	VERB
spir-10030	200	16	decipherable	decipherable	ADJ
spir-10030	200	17	traces	trace	NOUN
spir-10030	200	18	in	in	ADP
spir-10030	200	19	the	the	DET
spir-10030	200	20	images	image	NOUN
spir-10030	200	21	taken	take	VERB
spir-10030	200	22	for	for	ADP
spir-10030	200	23	,	,	PUNCT
spir-10030	200	24	and	and	CCONJ
spir-10030	200	25	published	publish	VERB
spir-10030	200	26	by	by	ADP
spir-10030	200	27	,	,	PUNCT
spir-10030	200	28	news	news	NOUN
spir-10030	200	29	media	medium	NOUN
spir-10030	200	30	.	.	PUNCT
spir-10030	201	1	of	of	ADP
spir-10030	201	2	particular	particular	ADJ
spir-10030	201	3	concern	concern	NOUN
spir-10030	201	4	in	in	ADP
spir-10030	201	5	published	publish	VERB
spir-10030	201	6	guidelines	guideline	NOUN
spir-10030	201	7	are	be	AUX
spir-10030	201	8	the	the	DET
spir-10030	201	9	technical	technical	ADJ
spir-10030	201	10	characteristics	characteristic	NOUN
spir-10030	201	11	of	of	ADP
spir-10030	201	12	the	the	DET
spir-10030	201	13	photographs	photograph	NOUN
spir-10030	201	14	published	publish	VERB
spir-10030	201	15	.	.	PUNCT
spir-10030	202	1	has	have	AUX
spir-10030	202	2	the	the	DET
spir-10030	202	3	picture	picture	NOUN
spir-10030	202	4	been	be	AUX
spir-10030	202	5	staged	stage	VERB
spir-10030	202	6	or	or	CCONJ
spir-10030	202	7	reenacted	reenact	VERB
spir-10030	202	8	?	?	PUNCT
spir-10030	203	1	has	have	AUX
spir-10030	203	2	content	content	NOUN
spir-10030	203	3	been	be	AUX
spir-10030	203	4	removed	remove	VERB
spir-10030	203	5	or	or	CCONJ
spir-10030	203	6	added	add	VERB
spir-10030	203	7	?	?	PUNCT
spir-10030	204	1	surprisingly	surprisingly	ADV
spir-10030	204	2	,	,	PUNCT
spir-10030	204	3	these	these	DET
spir-10030	204	4	guidelines	guideline	NOUN
spir-10030	204	5	pay	pay	VERB
spir-10030	204	6	little	little	ADJ
spir-10030	204	7	attention	attention	NOUN
spir-10030	204	8	to	to	ADP
spir-10030	204	9	the	the	DET
spir-10030	204	10	increasing	increase	VERB
spir-10030	204	11	use	use	NOUN
spir-10030	204	12	of	of	ADP
spir-10030	204	13	photorealistic	photorealistic	ADJ
spir-10030	204	14	computer	computer	NOUN
spir-10030	204	15	-	-	PUNCT
spir-10030	204	16	generated	generate	VERB
spir-10030	204	17	imagery	imagery	NOUN
spir-10030	204	18	,	,	PUNCT
spir-10030	204	19	that	that	PRON
spir-10030	204	20	is	be	AUX
spir-10030	204	21	increasingly	increasingly	ADV
spir-10030	204	22	found	find	VERB
spir-10030	204	23	in	in	ADP
spir-10030	204	24	various	various	ADJ
spir-10030	204	25	areas	area	NOUN
spir-10030	204	26	of	of	ADP
spir-10030	204	27	visual	visual	ADJ
spir-10030	204	28	communication	communication	NOUN
spir-10030	204	29	,	,	PUNCT
spir-10030	204	30	be	be	AUX
spir-10030	204	31	it	it	PRON
spir-10030	204	32	in	in	ADP
spir-10030	204	33	films	film	NOUN
spir-10030	204	34	,	,	PUNCT
spir-10030	204	35	games	game	NOUN
spir-10030	204	36	,	,	PUNCT
spir-10030	204	37	advertisements	advertisement	NOUN
spir-10030	204	38	,	,	PUNCT
spir-10030	204	39	or	or	CCONJ
spir-10030	204	40	on	on	ADP
spir-10030	204	41	social	social	ADJ
spir-10030	204	42	media	medium	NOUN
spir-10030	204	43	.	.	PUNCT
spir-10030	205	1	when	when	SCONJ
spir-10030	205	2	creating	create	VERB
spir-10030	205	3	computer	computer	NOUN
spir-10030	205	4	-	-	PUNCT
spir-10030	205	5	generated	generate	VERB
spir-10030	205	6	imagery	imagery	NOUN
spir-10030	205	7	,	,	PUNCT
spir-10030	205	8	render	render	VERB
spir-10030	205	9	software	software	NOUN
spir-10030	205	10	is	be	AUX
spir-10030	205	11	used	use	VERB
spir-10030	205	12	to	to	PART
spir-10030	205	13	create	create	VERB
spir-10030	205	14	visualizations	visualization	NOUN
spir-10030	205	15	that	that	PRON
spir-10030	205	16	have	have	AUX
spir-10030	205	17	not	not	PART
spir-10030	205	18	been	be	AUX
spir-10030	205	19	captured	capture	VERB
spir-10030	205	20	with	with	ADP
spir-10030	205	21	a	a	DET
spir-10030	205	22	camera	camera	NOUN
spir-10030	205	23	.	.	PUNCT
spir-10030	206	1	while	while	SCONJ
spir-10030	206	2	photojournalistic	photojournalistic	ADJ
spir-10030	206	3	practice	practice	NOUN
spir-10030	206	4	focuses	focus	VERB
spir-10030	206	5	on	on	ADP
spir-10030	206	6	uses	use	NOUN
spir-10030	206	7	of	of	ADP
spir-10030	206	8	digital	digital	ADJ
spir-10030	206	9	photo	photo	NOUN
spir-10030	206	10	-	-	PUNCT
spir-10030	206	11	editing	editing	NOUN
spir-10030	206	12	,	,	PUNCT
spir-10030	206	13	the	the	DET
spir-10030	206	14	software	software	NOUN
spir-10030	206	15	used	use	VERB
spir-10030	206	16	to	to	PART
spir-10030	206	17	render	render	VERB
spir-10030	206	18	images	image	NOUN
spir-10030	206	19	already	already	ADV
spir-10030	206	20	allow	allow	VERB
spir-10030	206	21	for	for	ADP
spir-10030	206	22	creating	create	VERB
spir-10030	206	23	photorealistic	photorealistic	ADJ
spir-10030	206	24	visualizations	visualization	NOUN
spir-10030	206	25	that	that	PRON
spir-10030	206	26	may	may	AUX
spir-10030	206	27	be	be	AUX
spir-10030	206	28	difficult	difficult	ADJ
spir-10030	206	29	to	to	PART
spir-10030	206	30	distinguish	distinguish	VERB
spir-10030	206	31	from	from	ADP
spir-10030	206	32	photographs	photograph	NOUN
spir-10030	206	33	.	.	PUNCT
spir-10030	207	1	the	the	DET
spir-10030	207	2	at	at	ADP
spir-10030	207	3	times	time	NOUN
spir-10030	207	4	heated	heated	ADJ
spir-10030	207	5	discussions	discussion	NOUN
spir-10030	207	6	regarding	regard	VERB
spir-10030	207	7	uses	use	NOUN
spir-10030	207	8	of	of	ADP
spir-10030	207	9	digital	digital	ADJ
spir-10030	207	10	photography	photography	NOUN
spir-10030	207	11	within	within	ADP
spir-10030	207	12	press	press	NOUN
spir-10030	207	13	photography	photography	NOUN
spir-10030	207	14	,	,	PUNCT
spir-10030	207	15	and	and	CCONJ
spir-10030	207	16	recent	recent	ADJ
spir-10030	207	17	developments	development	NOUN
spir-10030	207	18	within	within	ADP
spir-10030	207	19	computer	computer	NOUN
spir-10030	207	20	-	-	PUNCT
spir-10030	207	21	generated	generate	VERB
spir-10030	207	22	imagery	imagery	NOUN
spir-10030	207	23	point	point	NOUN
spir-10030	207	24	toward	toward	ADP
spir-10030	207	25	a	a	DET
spir-10030	207	26	seeming	seeming	ADJ
spir-10030	207	27	paradox	paradox	NOUN
spir-10030	207	28	in	in	ADP
spir-10030	207	29	our	our	PRON
spir-10030	207	30	understandings	understanding	NOUN
spir-10030	207	31	of	of	ADP
spir-10030	207	32	photography	photography	NOUN
spir-10030	207	33	.	.	PUNCT
spir-10030	208	1	the	the	DET
spir-10030	208	2	images	image	NOUN
spir-10030	208	3	we	we	PRON
spir-10030	208	4	see	see	VERB
spir-10030	208	5	as	as	ADP
spir-10030	208	6	photographs	photograph	NOUN
spir-10030	208	7	,	,	PUNCT
spir-10030	208	8	might	might	AUX
spir-10030	208	9	not	not	PART
spir-10030	208	10	contain	contain	VERB
spir-10030	208	11	any	any	DET
spir-10030	208	12	trace	trace	NOUN
spir-10030	208	13	of	of	ADP
spir-10030	208	14	an	an	DET
spir-10030	208	15	event	event	NOUN
spir-10030	208	16	outside	outside	ADP
spir-10030	208	17	of	of	ADP
spir-10030	208	18	the	the	DET
spir-10030	208	19	photographic	photographic	ADJ
spir-10030	208	20	technology	technology	NOUN
spir-10030	208	21	.	.	PUNCT
spir-10030	209	1	we	we	PRON
spir-10030	209	2	approach	approach	VERB
spir-10030	209	3	this	this	DET
spir-10030	209	4	apparent	apparent	ADJ
spir-10030	209	5	paradox	paradox	NOUN
spir-10030	209	6	by	by	ADP
spir-10030	209	7	focusing	focus	VERB
spir-10030	209	8	on	on	ADP
spir-10030	209	9	one	one	NUM
spir-10030	209	10	detail	detail	NOUN
spir-10030	209	11	that	that	PRON
spir-10030	209	12	is	be	AUX
spir-10030	209	13	of	of	ADP
spir-10030	209	14	importance	importance	NOUN
spir-10030	209	15	within	within	ADP
spir-10030	209	16	these	these	DET
spir-10030	209	17	discussions	discussion	NOUN
spir-10030	209	18	:	:	PUNCT
spir-10030	209	19	can	can	AUX
spir-10030	209	20	professional	professional	ADJ
spir-10030	209	21	photographers	photographer	NOUN
spir-10030	209	22	,	,	PUNCT
spir-10030	209	23	for	for	ADP
spir-10030	209	24	whom	whom	PRON
spir-10030	209	25	a	a	DET
spir-10030	209	26	conventional	conventional	ADJ
spir-10030	209	27	understanding	understanding	NOUN
spir-10030	209	28	of	of	ADP
spir-10030	209	29	photography	photography	NOUN
spir-10030	209	30	is	be	AUX
spir-10030	209	31	of	of	ADP
spir-10030	209	32	importance	importance	NOUN
spir-10030	209	33	for	for	ADP
spir-10030	209	34	their	their	PRON
spir-10030	209	35	professional	professional	ADJ
spir-10030	209	36	practice	practice	NOUN
spir-10030	209	37	,	,	PUNCT
spir-10030	209	38	distinguish	distinguish	VERB
spir-10030	209	39	digital	digital	ADJ
spir-10030	209	40	photographs	photograph	NOUN
spir-10030	209	41	from	from	ADP
spir-10030	209	42	photorealistic	photorealistic	ADJ
spir-10030	209	43	computer	computer	NOUN
spir-10030	209	44	-	-	PUNCT
spir-10030	209	45	generated	generate	VERB
spir-10030	209	46	images	image	NOUN
spir-10030	209	47	by	by	ADP
spir-10030	209	48	looking	look	VERB
spir-10030	209	49	at	at	ADP
spir-10030	209	50	them	they	PRON
spir-10030	209	51	on	on	ADP
spir-10030	209	52	a	a	DET
spir-10030	209	53	computer	computer	NOUN
spir-10030	209	54	screen	screen	NOUN
spir-10030	209	55	?	?	PUNCT
spir-10030	210	1	the	the	DET
spir-10030	210	2	rationale	rationale	NOUN
spir-10030	210	3	for	for	ADP
spir-10030	210	4	the	the	DET
spir-10030	210	5	question	question	NOUN
spir-10030	210	6	is	be	AUX
spir-10030	210	7	evident	evident	ADJ
spir-10030	210	8	:	:	PUNCT
spir-10030	210	9	if	if	SCONJ
spir-10030	210	10	computational	computational	ADJ
spir-10030	210	11	techniques	technique	NOUN
spir-10030	210	12	for	for	ADP
spir-10030	210	13	photorealistic	photorealistic	ADJ
spir-10030	210	14	image	image	NOUN
spir-10030	210	15	rendering	rendering	NOUN
spir-10030	210	16	are	be	AUX
spir-10030	210	17	indeed	indeed	ADV
spir-10030	210	18	so	so	ADV
spir-10030	210	19	advanced	advanced	ADJ
spir-10030	210	20	that	that	SCONJ
spir-10030	210	21	professional	professional	ADJ
spir-10030	210	22	viewers	viewer	NOUN
spir-10030	210	23	can	can	AUX
spir-10030	210	24	not	not	PART
spir-10030	210	25	distinguish	distinguish	VERB
spir-10030	210	26	them	they	PRON
spir-10030	210	27	from	from	ADP
spir-10030	210	28	photos	photo	NOUN
spir-10030	210	29	taken	take	VERB
spir-10030	210	30	with	with	ADP
spir-10030	210	31	a	a	DET
spir-10030	210	32	camera	camera	NOUN
spir-10030	210	33	,	,	PUNCT
spir-10030	210	34	our	our	PRON
spir-10030	210	35	understanding	understanding	NOUN
spir-10030	210	36	of	of	ADP
spir-10030	210	37	the	the	DET
spir-10030	210	38	digital	digital	ADJ
spir-10030	210	39	photographic	photographic	ADJ
spir-10030	210	40	image	image	NOUN
spir-10030	210	41	,	,	PUNCT
spir-10030	210	42	and	and	CCONJ
spir-10030	210	43	of	of	ADP
spir-10030	210	44	its	its	PRON
spir-10030	210	45	relations	relation	NOUN
spir-10030	210	46	have	have	VERB
spir-10030	210	47	to	to	PART
spir-10030	210	48	be	be	AUX
spir-10030	210	49	reassessed	reassess	VERB
spir-10030	210	50	.	.	PUNCT
spir-10030	211	1	this	this	PRON
spir-10030	211	2	is	be	AUX
spir-10030	211	3	particularly	particularly	ADV
spir-10030	211	4	so	so	ADV
spir-10030	211	5	,	,	PUNCT
spir-10030	211	6	since	since	SCONJ
spir-10030	211	7	many	many	ADJ
spir-10030	211	8	professional	professional	ADJ
spir-10030	211	9	photographers	photographer	NOUN
spir-10030	211	10	still	still	ADV
spir-10030	211	11	hold	hold	VERB
spir-10030	211	12	that	that	SCONJ
spir-10030	211	13	it	it	PRON
spir-10030	211	14	is	be	AUX
spir-10030	211	15	utterly	utterly	ADV
spir-10030	211	16	important	important	ADJ
spir-10030	211	17	to	to	PART
spir-10030	211	18	be	be	AUX
spir-10030	211	19	able	able	ADJ
spir-10030	211	20	to	to	PART
spir-10030	211	21	make	make	VERB
spir-10030	211	22	a	a	DET
spir-10030	211	23	distinction	distinction	NOUN
spir-10030	211	24	between	between	ADP
spir-10030	211	25	strongly	strongly	ADV
spir-10030	211	26	edited	edit	VERB
spir-10030	211	27	digital	digital	ADJ
spir-10030	211	28	photographs	photograph	NOUN
spir-10030	211	29	–	–	PUNCT
spir-10030	211	30	let	let	VERB
spir-10030	211	31	alone	alone	ADJ
spir-10030	211	32	purely	purely	ADV
spir-10030	211	33	computergenerated	computergenerate	VERB
spir-10030	211	34	pictures	picture	NOUN
spir-10030	211	35	–	–	PUNCT
spir-10030	211	36	and	and	CCONJ
spir-10030	211	37	photographic	photographic	ADJ
spir-10030	211	38	images	image	NOUN
spir-10030	211	39	taken	take	VERB
spir-10030	211	40	according	accord	VERB
spir-10030	211	41	to	to	ADP
spir-10030	211	42	a	a	DET
spir-10030	211	43	conventional	conventional	ADJ
spir-10030	211	44	understanding	understanding	NOUN
spir-10030	211	45	(	(	PUNCT
spir-10030	211	46	e.g.	e.g.	ADV
spir-10030	211	47	mäenpää	mäenpää	ADJ
spir-10030	211	48	2014	2014	NUM
spir-10030	211	49	;	;	PUNCT
spir-10030	211	50	solaroli	solaroli	NOUN
spir-10030	211	51	2015	2015	NUM
spir-10030	211	52	)	)	PUNCT
spir-10030	211	53	.	.	PUNCT
spir-10030	212	1	therefore	therefore	ADV
spir-10030	212	2	we	we	PRON
spir-10030	212	3	showed	show	VERB
spir-10030	212	4	20	20	NUM
spir-10030	212	5	professional	professional	ADJ
spir-10030	212	6	photographers	photographer	NOUN
spir-10030	212	7	and	and	CCONJ
spir-10030	212	8	photo	photo	NOUN
spir-10030	212	9	-	-	PUNCT
spir-10030	212	10	editors	editor	NOUN
spir-10030	212	11	37	37	NUM
spir-10030	212	12	pictures	picture	NOUN
spir-10030	212	13	on	on	ADP
spir-10030	212	14	a	a	DET
spir-10030	212	15	computer	computer	NOUN
spir-10030	212	16	screen	screen	NOUN
spir-10030	212	17	and	and	CCONJ
spir-10030	212	18	asked	ask	VERB
spir-10030	212	19	them	they	PRON
spir-10030	212	20	to	to	PART
spir-10030	212	21	look	look	VERB
spir-10030	212	22	at	at	ADP
spir-10030	212	23	each	each	DET
spir-10030	212	24	picture	picture	NOUN
spir-10030	212	25	and	and	CCONJ
spir-10030	212	26	answer	answer	VERB
spir-10030	212	27	a	a	DET
spir-10030	212	28	simple	simple	ADJ
spir-10030	212	29	question	question	NOUN
spir-10030	212	30	:	:	PUNCT
spir-10030	212	31	“	"	PUNCT
spir-10030	212	32	do	do	AUX
spir-10030	212	33	you	you	PRON
spir-10030	212	34	think	think	VERB
spir-10030	212	35	the	the	DET
spir-10030	212	36	picture	picture	NOUN
spir-10030	212	37	shown	show	VERB
spir-10030	212	38	is	be	AUX
spir-10030	212	39	a	a	DET
spir-10030	212	40	photograph	photograph	NOUN
spir-10030	212	41	or	or	CCONJ
spir-10030	212	42	is	be	AUX
spir-10030	212	43	it	it	PRON
spir-10030	212	44	computer	computer	NOUN
spir-10030	212	45	-	-	PUNCT
spir-10030	212	46	generated	generate	VERB
spir-10030	212	47	?	?	PUNCT
spir-10030	212	48	”	"	PUNCT
spir-10030	213	1	due	due	ADP
spir-10030	213	2	to	to	ADP
spir-10030	213	3	their	their	PRON
spir-10030	213	4	expertise	expertise	NOUN
spir-10030	213	5	,	,	PUNCT
spir-10030	213	6	these	these	DET
spir-10030	213	7	people	people	NOUN
spir-10030	213	8	should	should	AUX
spir-10030	213	9	be	be	AUX
spir-10030	213	10	particularly	particularly	ADV
spir-10030	213	11	suited	suit	VERB
spir-10030	213	12	in	in	ADP
spir-10030	213	13	making	make	VERB
spir-10030	213	14	a	a	DET
spir-10030	213	15	correct	correct	ADJ
spir-10030	213	16	distinction	distinction	NOUN
spir-10030	213	17	,	,	PUNCT
spir-10030	213	18	particularly	particularly	ADV
spir-10030	213	19	since	since	SCONJ
spir-10030	213	20	the	the	DET
spir-10030	213	21	majority	majority	NOUN
spir-10030	213	22	of	of	ADP
spir-10030	213	23	respondents	respondent	NOUN
spir-10030	213	24	were	be	AUX
spir-10030	213	25	acclaimed	acclaim	VERB
spir-10030	213	26	professionals	professional	NOUN
spir-10030	213	27	working	work	VERB
spir-10030	213	28	in	in	ADP
spir-10030	213	29	news	news	NOUN
spir-10030	213	30	and	and	CCONJ
spir-10030	213	31	press	press	NOUN
spir-10030	213	32	photography	photography	NOUN
spir-10030	213	33	.	.	PUNCT
spir-10030	214	1	to	to	PART
spir-10030	214	2	make	make	VERB
spir-10030	214	3	the	the	DET
spir-10030	214	4	task	task	NOUN
spir-10030	214	5	somewhat	somewhat	ADV
spir-10030	214	6	more	more	ADV
spir-10030	214	7	interesting	interesting	ADJ
spir-10030	214	8	,	,	PUNCT
spir-10030	214	9	we	we	PRON
spir-10030	214	10	did	do	AUX
spir-10030	214	11	not	not	PART
spir-10030	214	12	choose	choose	VERB
spir-10030	214	13	just	just	ADV
spir-10030	214	14	any	any	DET
spir-10030	214	15	pictures	picture	NOUN
spir-10030	214	16	,	,	PUNCT
spir-10030	214	17	but	but	CCONJ
spir-10030	214	18	border	border	NOUN
spir-10030	214	19	cases	case	NOUN
spir-10030	214	20	.	.	PUNCT
spir-10030	215	1	the	the	DET
spir-10030	215	2	computer	computer	NOUN
spir-10030	215	3	-	-	PUNCT
spir-10030	215	4	generated	generate	VERB
spir-10030	215	5	-	-	PUNCT
spir-10030	215	6	images	image	NOUN
spir-10030	215	7	we	we	PRON
spir-10030	215	8	chose	choose	VERB
spir-10030	215	9	looked	look	VERB
spir-10030	215	10	very	very	ADV
spir-10030	215	11	much	much	ADV
spir-10030	215	12	like	like	ADP
spir-10030	215	13	actual	actual	ADJ
spir-10030	215	14	photographs	photograph	NOUN
spir-10030	215	15	taken	take	VERB
spir-10030	215	16	with	with	ADP
spir-10030	215	17	a	a	DET
spir-10030	215	18	camera	camera	NOUN
spir-10030	215	19	,	,	PUNCT
spir-10030	215	20	whereas	whereas	SCONJ
spir-10030	215	21	some	some	PRON
spir-10030	215	22	of	of	ADP
spir-10030	215	23	the	the	DET
spir-10030	215	24	pictures	picture	NOUN
spir-10030	215	25	recorded	record	VERB
spir-10030	215	26	with	with	ADP
spir-10030	215	27	a	a	DET
spir-10030	215	28	camera	camera	NOUN
spir-10030	215	29	contained	contain	VERB
spir-10030	215	30	elements	element	NOUN
spir-10030	215	31	that	that	PRON
spir-10030	215	32	an	an	DET
spir-10030	215	33	untrained	untrained	ADJ
spir-10030	215	34	eye	eye	NOUN
spir-10030	215	35	might	might	AUX
spir-10030	215	36	take	take	VERB
spir-10030	215	37	to	to	PART
spir-10030	215	38	result	result	VERB
spir-10030	215	39	from	from	ADP
spir-10030	215	40	render	render	VERB
spir-10030	215	41	engines	engine	NOUN
spir-10030	215	42	.	.	PUNCT
spir-10030	216	1	after	after	ADP
spir-10030	216	2	each	each	DET
spir-10030	216	3	decision	decision	NOUN
spir-10030	216	4	we	we	PRON
spir-10030	216	5	asked	ask	VERB
spir-10030	216	6	the	the	DET
spir-10030	216	7	research	research	NOUN
spir-10030	216	8	participants	participant	NOUN
spir-10030	216	9	to	to	PART
spir-10030	216	10	justify	justify	VERB
spir-10030	216	11	their	their	PRON
spir-10030	216	12	choices	choice	NOUN
spir-10030	216	13	in	in	ADP
spir-10030	216	14	writing	writing	NOUN
spir-10030	216	15	,	,	PUNCT
spir-10030	216	16	as	as	ADV
spir-10030	216	17	well	well	ADV
spir-10030	216	18	as	as	ADP
spir-10030	216	19	later	later	ADV
spir-10030	216	20	to	to	PART
spir-10030	216	21	answer	answer	VERB
spir-10030	216	22	to	to	ADP
spir-10030	216	23	questions	question	NOUN
spir-10030	216	24	in	in	ADP
spir-10030	216	25	a	a	DET
spir-10030	216	26	short	short	ADJ
spir-10030	216	27	interview	interview	NOUN
spir-10030	216	28	.	.	PUNCT
spir-10030	217	1	this	this	DET
spir-10030	217	2	material	material	NOUN
spir-10030	217	3	was	be	AUX
spir-10030	217	4	analyzed	analyze	VERB
spir-10030	217	5	by	by	ADP
spir-10030	217	6	paying	pay	VERB
spir-10030	217	7	special	special	ADJ
spir-10030	217	8	attention	attention	NOUN
spir-10030	217	9	to	to	ADP
spir-10030	217	10	two	two	NUM
spir-10030	217	11	aspects	aspect	NOUN
spir-10030	217	12	:	:	PUNCT
spir-10030	217	13	1	1	X
spir-10030	217	14	)	)	PUNCT
spir-10030	217	15	are	be	AUX
spir-10030	217	16	the	the	DET
spir-10030	217	17	studied	study	VERB
spir-10030	217	18	able	able	ADJ
spir-10030	217	19	to	to	PART
spir-10030	217	20	make	make	VERB
spir-10030	217	21	a	a	DET
spir-10030	217	22	correct	correct	ADJ
spir-10030	217	23	distinction	distinction	NOUN
spir-10030	217	24	between	between	ADP
spir-10030	217	25	photographs	photograph	NOUN
spir-10030	217	26	and	and	CCONJ
spir-10030	217	27	computer	computer	NOUN
spir-10030	217	28	-	-	PUNCT
spir-10030	217	29	generated	generate	VERB
spir-10030	217	30	images	image	NOUN
spir-10030	217	31	?	?	PUNCT
spir-10030	217	32	,	,	PUNCT
spir-10030	217	33	and	and	CCONJ
spir-10030	217	34	2	2	X
spir-10030	217	35	)	)	PUNCT
spir-10030	217	36	what	what	DET
spir-10030	217	37	knowledge	knowledge	NOUN
spir-10030	217	38	of	of	ADP
spir-10030	217	39	photography	photography	NOUN
spir-10030	217	40	do	do	AUX
spir-10030	217	41	they	they	PRON
spir-10030	217	42	rely	rely	VERB
spir-10030	217	43	on	on	ADP
spir-10030	217	44	when	when	SCONJ
spir-10030	217	45	making	make	VERB
spir-10030	217	46	their	their	PRON
spir-10030	217	47	distinctions	distinction	NOUN
spir-10030	217	48	both	both	CCONJ
spir-10030	217	49	in	in	ADP
spir-10030	217	50	writing	writing	NOUN
spir-10030	217	51	and	and	CCONJ
spir-10030	217	52	the	the	DET
spir-10030	217	53	latter	latter	ADJ
spir-10030	217	54	interview	interview	NOUN
spir-10030	217	55	?	?	PUNCT
spir-10030	218	1	our	our	PRON
spir-10030	218	2	results	result	NOUN
spir-10030	218	3	show	show	VERB
spir-10030	218	4	clearly	clearly	ADV
spir-10030	218	5	that	that	SCONJ
spir-10030	218	6	the	the	DET
spir-10030	218	7	people	people	NOUN
spir-10030	218	8	we	we	PRON
spir-10030	218	9	studied	study	VERB
spir-10030	218	10	are	be	AUX
spir-10030	218	11	unable	unable	ADJ
spir-10030	218	12	to	to	PART
spir-10030	218	13	distinguish	distinguish	VERB
spir-10030	218	14	correctly	correctly	ADV
spir-10030	218	15	between	between	ADP
spir-10030	218	16	digital	digital	ADJ
spir-10030	218	17	photographs	photograph	NOUN
spir-10030	218	18	and	and	CCONJ
spir-10030	218	19	photorealistic	photorealistic	ADJ
spir-10030	218	20	computer	computer	NOUN
spir-10030	218	21	-	-	PUNCT
spir-10030	218	22	generated	generate	VERB
spir-10030	218	23	images	image	NOUN
spir-10030	218	24	.	.	PUNCT
spir-10030	219	1	since	since	SCONJ
spir-10030	219	2	they	they	PRON
spir-10030	219	3	,	,	PUNCT
spir-10030	219	4	somewhat	somewhat	ADV
spir-10030	219	5	paradoxically	paradoxically	ADV
spir-10030	219	6	,	,	PUNCT
spir-10030	219	7	continued	continue	VERB
spir-10030	219	8	to	to	PART
spir-10030	219	9	hold	hold	VERB
spir-10030	219	10	to	to	ADP
spir-10030	219	11	a	a	DET
spir-10030	219	12	conventional	conventional	ADJ
spir-10030	219	13	understanding	understanding	NOUN
spir-10030	219	14	of	of	ADP
spir-10030	219	15	photography	photography	NOUN
spir-10030	219	16	,	,	PUNCT
spir-10030	219	17	(	(	PUNCT
spir-10030	219	18	visible	visible	ADJ
spir-10030	219	19	in	in	ADP
spir-10030	219	20	the	the	DET
spir-10030	219	21	ways	way	NOUN
spir-10030	219	22	in	in	ADP
spir-10030	219	23	which	which	PRON
spir-10030	219	24	they	they	PRON
spir-10030	219	25	described	describe	VERB
spir-10030	219	26	pictures	picture	NOUN
spir-10030	219	27	they	they	PRON
spir-10030	219	28	assumed	assume	VERB
spir-10030	219	29	to	to	PART
spir-10030	219	30	be	be	AUX
spir-10030	219	31	photographs	photograph	NOUN
spir-10030	219	32	)	)	PUNCT
spir-10030	219	33	,	,	PUNCT
spir-10030	219	34	we	we	PRON
spir-10030	219	35	pay	pay	VERB
spir-10030	219	36	attention	attention	NOUN
spir-10030	219	37	to	to	ADP
spir-10030	219	38	this	this	DET
spir-10030	219	39	contrariness	contrariness	NOUN
spir-10030	219	40	by	by	ADP
spir-10030	219	41	turning	turn	VERB
spir-10030	219	42	to	to	ADP
spir-10030	219	43	related	related	ADJ
spir-10030	219	44	literature	literature	NOUN
spir-10030	219	45	on	on	ADP
spir-10030	219	46	the	the	DET
spir-10030	219	47	digitization	digitization	NOUN
spir-10030	219	48	of	of	ADP
spir-10030	219	49	photography	photography	NOUN
spir-10030	219	50	in	in	ADP
spir-10030	219	51	general	general	ADJ
spir-10030	219	52	and	and	CCONJ
spir-10030	219	53	discussions	discussion	NOUN
spir-10030	219	54	surrounding	surround	VERB
spir-10030	219	55	their	their	PRON
spir-10030	219	56	use	use	NOUN
spir-10030	219	57	in	in	ADP
spir-10030	219	58	photojournalism	photojournalism	NOUN
spir-10030	219	59	in	in	ADP
spir-10030	219	60	particular	particular	ADJ
spir-10030	219	61	.	.	PUNCT
spir-10030	220	1	while	while	SCONJ
spir-10030	220	2	a	a	DET
spir-10030	220	3	conventional	conventional	ADJ
spir-10030	220	4	understanding	understanding	NOUN
spir-10030	220	5	of	of	ADP
spir-10030	220	6	photography	photography	NOUN
spir-10030	220	7	follows	follow	VERB
spir-10030	220	8	the	the	DET
spir-10030	220	9	idea	idea	NOUN
spir-10030	220	10	that	that	SCONJ
spir-10030	220	11	at	at	ADP
spir-10030	220	12	the	the	DET
spir-10030	220	13	time	time	NOUN
spir-10030	220	14	a	a	DET
spir-10030	220	15	photographic	photographic	ADJ
spir-10030	220	16	image	image	NOUN
spir-10030	220	17	is	be	AUX
spir-10030	220	18	taken	take	VERB
spir-10030	220	19	something	something	PRON
spir-10030	220	20	outside	outside	ADP
spir-10030	220	21	of	of	ADP
spir-10030	220	22	the	the	DET
spir-10030	220	23	camera	camera	NOUN
spir-10030	220	24	is	be	AUX
spir-10030	220	25	actually	actually	ADV
spir-10030	220	26	having	have	VERB
spir-10030	220	27	an	an	DET
spir-10030	220	28	effect	effect	NOUN
spir-10030	220	29	on	on	ADP
spir-10030	220	30	both	both	CCONJ
spir-10030	220	31	the	the	DET
spir-10030	220	32	material	material	NOUN
spir-10030	220	33	surface	surface	NOUN
spir-10030	220	34	of	of	ADP
spir-10030	220	35	photographic	photographic	ADJ
spir-10030	220	36	film	film	NOUN
spir-10030	220	37	and	and	CCONJ
spir-10030	220	38	,	,	PUNCT
spir-10030	220	39	after	after	ADP
spir-10030	220	40	developing	develop	VERB
spir-10030	220	41	and	and	CCONJ
spir-10030	220	42	printing	printing	NOUN
spir-10030	220	43	,	,	PUNCT
spir-10030	220	44	to	to	ADP
spir-10030	220	45	the	the	DET
spir-10030	220	46	photographic	photographic	ADJ
spir-10030	220	47	pictures	picture	NOUN
spir-10030	220	48	created	create	VERB
spir-10030	220	49	,	,	PUNCT
spir-10030	220	50	many	many	ADJ
spir-10030	220	51	scholars	scholar	NOUN
spir-10030	220	52	continue	continue	VERB
spir-10030	220	53	to	to	PART
spir-10030	220	54	argue	argue	VERB
spir-10030	220	55	that	that	SCONJ
spir-10030	220	56	digitalization	digitalization	NOUN
spir-10030	220	57	has	have	AUX
spir-10030	220	58	undermined	undermine	VERB
spir-10030	220	59	the	the	DET
spir-10030	220	60	causal	causal	ADJ
spir-10030	220	61	connection	connection	NOUN
spir-10030	220	62	between	between	ADP
spir-10030	220	63	a	a	DET
spir-10030	220	64	pre	pre	ADJ
spir-10030	220	65	-	-	ADJ
spir-10030	220	66	photographic	photographic	ADJ
spir-10030	220	67	reality	reality	NOUN
spir-10030	220	68	and	and	CCONJ
spir-10030	220	69	the	the	DET
spir-10030	220	70	photographic	photographic	ADJ
spir-10030	220	71	image	image	NOUN
spir-10030	220	72	(	(	PUNCT
spir-10030	220	73	e.g.	e.g.	ADV
spir-10030	220	74	rubinstein	rubinstein	PROPN
spir-10030	220	75	and	and	CCONJ
spir-10030	220	76	sluis	sluis	NOUN
spir-10030	220	77	2013	2013	NUM
spir-10030	220	78	)	)	PUNCT
spir-10030	220	79	.	.	PUNCT
spir-10030	221	1	instead	instead	ADV
spir-10030	221	2	of	of	ADP
spir-10030	221	3	claiming	claim	VERB
spir-10030	221	4	an	an	DET
spir-10030	221	5	ontological	ontological	ADJ
spir-10030	221	6	break	break	NOUN
spir-10030	221	7	per	per	X
spir-10030	221	8	se	se	X
spir-10030	221	9	between	between	ADP
spir-10030	221	10	images	image	NOUN
spir-10030	221	11	created	create	VERB
spir-10030	221	12	with	with	ADP
spir-10030	221	13	analogue	analogue	NOUN
spir-10030	221	14	and	and	CCONJ
spir-10030	221	15	digital	digital	ADJ
spir-10030	221	16	cameras	camera	NOUN
spir-10030	221	17	,	,	PUNCT
spir-10030	221	18	we	we	PRON
spir-10030	221	19	suggest	suggest	VERB
spir-10030	221	20	that	that	SCONJ
spir-10030	221	21	the	the	DET
spir-10030	221	22	computational	computational	ADJ
spir-10030	221	23	in	in	ADP
spir-10030	221	24	digital	digital	ADJ
spir-10030	221	25	photography	photography	NOUN
spir-10030	221	26	should	should	AUX
spir-10030	221	27	be	be	AUX
spir-10030	221	28	assessed	assess	VERB
spir-10030	221	29	from	from	ADP
spir-10030	221	30	a	a	DET
spir-10030	221	31	clearer	clear	ADJ
spir-10030	221	32	foundation	foundation	NOUN
spir-10030	221	33	,	,	PUNCT
spir-10030	221	34	that	that	PRON
spir-10030	221	35	takes	take	VERB
spir-10030	221	36	both	both	DET
spir-10030	221	37	technical	technical	ADJ
spir-10030	221	38	development	development	NOUN
spir-10030	221	39	and	and	CCONJ
spir-10030	221	40	the	the	DET
spir-10030	221	41	roles	role	NOUN
spir-10030	221	42	of	of	ADP
spir-10030	221	43	communities	community	NOUN
spir-10030	221	44	of	of	ADP
spir-10030	221	45	practice	practice	NOUN
spir-10030	221	46	in	in	ADP
spir-10030	221	47	directing	direct	VERB
spir-10030	221	48	the	the	DET
spir-10030	221	49	use	use	NOUN
spir-10030	221	50	of	of	ADP
spir-10030	221	51	specific	specific	ADJ
spir-10030	221	52	digital	digital	ADJ
spir-10030	221	53	photographs	photograph	NOUN
spir-10030	221	54	into	into	ADP
spir-10030	221	55	account	account	NOUN
spir-10030	221	56	.	.	PUNCT
spir-10030	222	1	if	if	SCONJ
spir-10030	222	2	digital	digital	ADJ
spir-10030	222	3	photographs	photograph	NOUN
spir-10030	222	4	are	be	AUX
spir-10030	222	5	to	to	PART
spir-10030	222	6	serve	serve	VERB
spir-10030	222	7	as	as	ADP
spir-10030	222	8	records	record	NOUN
spir-10030	222	9	of	of	ADP
spir-10030	222	10	events	event	NOUN
spir-10030	222	11	that	that	PRON
spir-10030	222	12	really	really	ADV
spir-10030	222	13	happened	happen	VERB
spir-10030	222	14	,	,	PUNCT
spir-10030	222	15	their	their	PRON
spir-10030	222	16	particular	particular	ADJ
spir-10030	222	17	purity	purity	NOUN
spir-10030	222	18	has	have	VERB
spir-10030	222	19	to	to	PART
spir-10030	222	20	be	be	AUX
spir-10030	222	21	painstakingly	painstakingly	ADV
spir-10030	222	22	created	create	VERB
spir-10030	222	23	,	,	PUNCT
spir-10030	222	24	every	every	DET
spir-10030	222	25	time	time	NOUN
spir-10030	222	26	anew	anew	ADV
spir-10030	222	27	.	.	PUNCT
spir-10030	223	1	the	the	DET
spir-10030	223	2	capture	capture	NOUN
spir-10030	223	3	,	,	PUNCT
spir-10030	223	4	development	development	NOUN
spir-10030	223	5	,	,	PUNCT
spir-10030	223	6	and	and	CCONJ
spir-10030	223	7	visualization	visualization	NOUN
spir-10030	223	8	of	of	ADP
spir-10030	223	9	a	a	DET
spir-10030	223	10	photographic	photographic	ADJ
spir-10030	223	11	trace	trace	NOUN
spir-10030	223	12	has	have	VERB
spir-10030	223	13	to	to	PART
spir-10030	223	14	be	be	AUX
spir-10030	223	15	carefully	carefully	ADV
spir-10030	223	16	manipulated	manipulate	VERB
spir-10030	223	17	in	in	ADP
spir-10030	223	18	order	order	NOUN
spir-10030	223	19	to	to	PART
spir-10030	223	20	assure	assure	VERB
spir-10030	223	21	its	its	PRON
spir-10030	223	22	authenticity	authenticity	NOUN
spir-10030	223	23	(	(	PUNCT
spir-10030	223	24	schröter	schröter	NOUN
spir-10030	223	25	2011	2011	NUM
spir-10030	223	26	)	)	PUNCT
spir-10030	223	27	.	.	PUNCT
spir-10030	224	1	the	the	DET
spir-10030	224	2	authentic	authentic	ADJ
spir-10030	224	3	trace	trace	NOUN
spir-10030	224	4	is	be	AUX
spir-10030	224	5	an	an	DET
spir-10030	224	6	accomplishment	accomplishment	NOUN
spir-10030	224	7	assured	assure	VERB
spir-10030	224	8	by	by	ADP
spir-10030	224	9	codes	code	NOUN
spir-10030	224	10	of	of	ADP
spir-10030	224	11	conduct	conduct	NOUN
spir-10030	224	12	,	,	PUNCT
spir-10030	224	13	education	education	NOUN
spir-10030	224	14	,	,	PUNCT
spir-10030	224	15	and	and	CCONJ
spir-10030	224	16	peer	peer	NOUN
spir-10030	224	17	review	review	NOUN
spir-10030	224	18	in	in	ADP
spir-10030	224	19	particular	particular	ADJ
spir-10030	224	20	communities	community	NOUN
spir-10030	224	21	.	.	PUNCT
spir-10030	225	1	our	our	PRON
spir-10030	225	2	understandings	understanding	NOUN
spir-10030	225	3	of	of	ADP
spir-10030	225	4	particular	particular	ADJ
spir-10030	225	5	photographs	photograph	NOUN
spir-10030	225	6	are	be	AUX
spir-10030	225	7	hence	hence	ADV
spir-10030	225	8	tied	tie	VERB
spir-10030	225	9	to	to	ADP
spir-10030	225	10	the	the	DET
spir-10030	225	11	communities	community	NOUN
spir-10030	225	12	of	of	ADP
spir-10030	225	13	practice	practice	NOUN
spir-10030	225	14	in	in	ADP
spir-10030	225	15	which	which	PRON
spir-10030	225	16	they	they	PRON
spir-10030	225	17	are	be	AUX
spir-10030	225	18	used	use	VERB
spir-10030	225	19	,	,	PUNCT
spir-10030	225	20	and	and	CCONJ
spir-10030	225	21	in	in	ADP
spir-10030	225	22	this	this	DET
spir-10030	225	23	context	context	NOUN
spir-10030	225	24	it	it	PRON
spir-10030	225	25	is	be	AUX
spir-10030	225	26	seldom	seldom	ADV
spir-10030	225	27	a	a	DET
spir-10030	225	28	technology	technology	NOUN
spir-10030	225	29	alone	alone	ADV
spir-10030	225	30	that	that	PRON
spir-10030	225	31	is	be	AUX
spir-10030	225	32	taken	take	VERB
spir-10030	225	33	as	as	ADP
spir-10030	225	34	a	a	DET
spir-10030	225	35	guarantee	guarantee	NOUN
spir-10030	225	36	for	for	ADP
spir-10030	225	37	authenticity	authenticity	NOUN
spir-10030	225	38	.	.	PUNCT
spir-10030	226	1	as	as	SCONJ
spir-10030	226	2	both	both	PRON
spir-10030	226	3	our	our	PRON
spir-10030	226	4	findings	finding	NOUN
spir-10030	226	5	and	and	CCONJ
spir-10030	226	6	the	the	DET
spir-10030	226	7	related	related	ADJ
spir-10030	226	8	work	work	NOUN
spir-10030	226	9	among	among	ADP
spir-10030	226	10	photojournalists	photojournalist	NOUN
spir-10030	226	11	show	show	VERB
spir-10030	226	12	,	,	PUNCT
spir-10030	226	13	the	the	DET
spir-10030	226	14	mechanisms	mechanism	NOUN
spir-10030	226	15	of	of	ADP
spir-10030	226	16	authentication	authentication	NOUN
spir-10030	226	17	are	be	AUX
spir-10030	226	18	difficult	difficult	ADJ
spir-10030	226	19	to	to	PART
spir-10030	226	20	keep	keep	VERB
spir-10030	226	21	pure	pure	ADJ
spir-10030	226	22	.	.	PUNCT
spir-10030	227	1	references	reference	NOUN
spir-10030	227	2	gursel	gursel	VERB
spir-10030	227	3	,	,	PUNCT
spir-10030	227	4	z.d	z.d	PROPN
spir-10030	227	5	.	.	PROPN
spir-10030	227	6	(	(	PUNCT
spir-10030	227	7	2016	2016	NUM
spir-10030	227	8	)	)	PUNCT
spir-10030	227	9	.	.	PUNCT
spir-10030	228	1	image	image	NOUN
spir-10030	228	2	brokers	broker	NOUN
spir-10030	228	3	:	:	PUNCT
spir-10030	228	4	visualizing	visualize	VERB
spir-10030	228	5	world	world	NOUN
spir-10030	228	6	news	news	NOUN
spir-10030	228	7	in	in	ADP
spir-10030	228	8	the	the	DET
spir-10030	228	9	age	age	NOUN
spir-10030	228	10	of	of	ADP
spir-10030	228	11	digital	digital	ADJ
spir-10030	228	12	circulation	circulation	NOUN
spir-10030	228	13	.	.	PUNCT
spir-10030	229	1	berkeley	berkeley	PROPN
spir-10030	229	2	:	:	PUNCT
spir-10030	229	3	univ	univ	PROPN
spir-10030	229	4	of	of	ADP
spir-10030	229	5	california	california	PROPN
spir-10030	229	6	press	press	PROPN
spir-10030	229	7	.	.	PUNCT
spir-10030	230	1	mäenpää	mäenpää	ADJ
spir-10030	230	2	,	,	PUNCT
spir-10030	230	3	j.	j.	PROPN
spir-10030	230	4	(	(	PUNCT
spir-10030	230	5	2014	2014	NUM
spir-10030	230	6	)	)	PUNCT
spir-10030	230	7	.	.	PUNCT
spir-10030	231	1	rethinking	rethink	VERB
spir-10030	231	2	photojournalism	photojournalism	NOUN
spir-10030	231	3	:	:	PUNCT
spir-10030	231	4	the	the	DET
spir-10030	231	5	changing	change	VERB
spir-10030	231	6	work	work	NOUN
spir-10030	231	7	practices	practice	NOUN
spir-10030	231	8	and	and	CCONJ
spir-10030	231	9	professionalism	professionalism	NOUN
spir-10030	231	10	of	of	ADP
spir-10030	231	11	photojournalists	photojournalist	NOUN
spir-10030	231	12	in	in	ADP
spir-10030	231	13	the	the	DET
spir-10030	231	14	digital	digital	ADJ
spir-10030	231	15	age	age	NOUN
spir-10030	231	16	.	.	PUNCT
spir-10030	232	1	nordicom	nordicom	PROPN
spir-10030	232	2	review	review	PROPN
spir-10030	232	3	35	35	NUM
spir-10030	232	4	,	,	PUNCT
spir-10030	232	5	2	2	NUM
spir-10030	232	6	,	,	PUNCT
spir-10030	232	7	91–104	91–104	PROPN
spir-10030	232	8	.	.	PUNCT
spir-10030	233	1	rubinstein	rubinstein	PROPN
spir-10030	233	2	d.	d.	PROPN
spir-10030	233	3	,	,	PUNCT
spir-10030	233	4	sluis	sluis	PROPN
spir-10030	233	5	k.	k.	PROPN
spir-10030	233	6	(	(	PUNCT
spir-10030	233	7	2013	2013	NUM
spir-10030	233	8	)	)	PUNCT
spir-10030	233	9	.	.	PUNCT
spir-10030	234	1	the	the	DET
spir-10030	234	2	digital	digital	ADJ
spir-10030	234	3	image	image	NOUN
spir-10030	234	4	in	in	ADP
spir-10030	234	5	photographic	photographic	ADJ
spir-10030	234	6	culture	culture	NOUN
spir-10030	234	7	:	:	PUNCT
spir-10030	234	8	algorithmic	algorithmic	ADJ
spir-10030	234	9	photography	photography	NOUN
spir-10030	234	10	and	and	CCONJ
spir-10030	234	11	the	the	DET
spir-10030	234	12	crisis	crisis	NOUN
spir-10030	234	13	of	of	ADP
spir-10030	234	14	representation	representation	NOUN
spir-10030	234	15	.	.	PUNCT
spir-10030	235	1	in	in	ADP
spir-10030	235	2	:	:	PUNCT
spir-10030	235	3	lister	lister	PROPN
spir-10030	235	4	m	m	PROPN
spir-10030	235	5	(	(	PUNCT
spir-10030	235	6	ed	ed	NOUN
spir-10030	235	7	)	)	PUNCT
spir-10030	235	8	the	the	DET
spir-10030	235	9	photographic	photographic	ADJ
spir-10030	235	10	image	image	NOUN
spir-10030	235	11	in	in	ADP
spir-10030	235	12	digital	digital	ADJ
spir-10030	235	13	culture	culture	NOUN
spir-10030	235	14	.	.	PUNCT
spir-10030	236	1	second	second	ADJ
spir-10030	236	2	edition	edition	PROPN
spir-10030	236	3	,	,	PUNCT
spir-10030	236	4	kindle	kindle	PROPN
spir-10030	236	5	.	.	PUNCT
spir-10030	237	1	new	new	PROPN
spir-10030	237	2	york	york	PROPN
spir-10030	237	3	/	/	SYM
spir-10030	237	4	london	london	PROPN
spir-10030	237	5	:	:	PUNCT
spir-10030	237	6	routledge	routledge	PROPN
spir-10030	237	7	.	.	PUNCT
spir-10030	237	8	schröter	schröter	PROPN
spir-10030	237	9	,	,	PUNCT
spir-10030	237	10	j.	j.	PROPN
spir-10030	237	11	(	(	PUNCT
spir-10030	237	12	2011	2011	NUM
spir-10030	237	13	)	)	PUNCT
spir-10030	237	14	.	.	PUNCT
spir-10030	238	1	analogue	analogue	NOUN
spir-10030	238	2	/	/	SYM
spir-10030	238	3	digital	digital	PROPN
spir-10030	238	4	.	.	PUNCT
spir-10030	238	5	referentiality	referentiality	NOUN
spir-10030	238	6	and	and	CCONJ
spir-10030	238	7	intermediality	intermediality	NOUN
spir-10030	238	8	.	.	PUNCT
spir-10030	239	1	kunstlicht	kunstlicht	NOUN
spir-10030	239	2	,	,	PUNCT
spir-10030	239	3	32	32	NUM
spir-10030	239	4	,	,	PUNCT
spir-10030	239	5	3	3	NUM
spir-10030	239	6	,	,	PUNCT
spir-10030	239	7	50–57	50–57	NUM
spir-10030	239	8	.	.	PUNCT
spir-10030	240	1	solaroli	solaroli	NOUN
spir-10030	240	2	,	,	PUNCT
spir-10030	240	3	m.	m.	NOUN
spir-10030	240	4	(	(	PUNCT
spir-10030	240	5	2015	2015	NUM
spir-10030	240	6	)	)	PUNCT
spir-10030	240	7	.	.	PUNCT
spir-10030	241	1	toward	toward	ADP
spir-10030	241	2	a	a	DET
spir-10030	241	3	new	new	ADJ
spir-10030	241	4	visual	visual	ADJ
spir-10030	241	5	culture	culture	NOUN
spir-10030	241	6	of	of	ADP
spir-10030	241	7	the	the	DET
spir-10030	241	8	news	news	NOUN
spir-10030	241	9	:	:	PUNCT
spir-10030	241	10	professional	professional	ADJ
spir-10030	241	11	photojournalism	photojournalism	NOUN
spir-10030	241	12	,	,	PUNCT
spir-10030	241	13	digital	digital	ADJ
spir-10030	241	14	post	post	NOUN
spir-10030	241	15	-	-	NOUN
spir-10030	241	16	production	production	NOUN
spir-10030	241	17	,	,	PUNCT
spir-10030	241	18	and	and	CCONJ
spir-10030	241	19	the	the	DET
spir-10030	241	20	symbolic	symbolic	ADJ
spir-10030	241	21	struggle	struggle	NOUN
spir-10030	241	22	for	for	ADP
spir-10030	241	23	distinction	distinction	NOUN
spir-10030	241	24	.	.	PUNCT
spir-10030	242	1	digital	digital	ADJ
spir-10030	242	2	journalism	journalism	NOUN
spir-10030	242	3	3	3	NUM
spir-10030	242	4	,	,	PUNCT
spir-10030	242	5	4	4	NUM
spir-10030	242	6	,	,	PUNCT
spir-10030	242	7	513–532	513–532	NUM
spir-10030	242	8	.	.	PUNCT
spir-10030	243	1	the	the	DET
spir-10030	243	2	algorithmic	algorithmic	ADJ
spir-10030	243	3	gaze	gaze	NOUN
spir-10030	243	4	:	:	PUNCT
spir-10030	243	5	predicting	predict	VERB
spir-10030	243	6	uploader	uploader	NOUN
spir-10030	243	7	’s	’s	PART
spir-10030	243	8	gender	gender	NOUN
spir-10030	243	9	based	base	VERB
spir-10030	243	10	on	on	ADP
spir-10030	243	11	private	private	ADJ
spir-10030	243	12	social	social	ADJ
spir-10030	243	13	media	medium	NOUN
spir-10030	243	14	images	image	NOUN
spir-10030	243	15	anja	anja	PROPN
spir-10030	243	16	bechmann	bechmann	PROPN
spir-10030	243	17	aarhus	aarhus	PROPN
spir-10030	243	18	university	university	PROPN
spir-10030	243	19	,	,	PUNCT
spir-10030	243	20	institute	institute	NOUN
spir-10030	243	21	of	of	ADP
spir-10030	243	22	advanced	advanced	ADJ
spir-10030	243	23	studies	study	NOUN
spir-10030	243	24	introduction	introduction	VERB
spir-10030	243	25	vast	vast	ADJ
spir-10030	243	26	amounts	amount	NOUN
spir-10030	243	27	of	of	ADP
spir-10030	243	28	images	image	NOUN
spir-10030	243	29	are	be	AUX
spir-10030	243	30	uploaded	upload	VERB
spir-10030	243	31	every	every	DET
spir-10030	243	32	minute	minute	NOUN
spir-10030	243	33	around	around	ADP
spir-10030	243	34	the	the	DET
spir-10030	243	35	world	world	NOUN
spir-10030	243	36	to	to	ADP
spir-10030	243	37	social	social	ADJ
spir-10030	243	38	media	medium	NOUN
spir-10030	243	39	platforms	platform	NOUN
spir-10030	243	40	and	and	CCONJ
spir-10030	243	41	companies	company	NOUN
spir-10030	243	42	have	have	AUX
spir-10030	243	43	long	long	ADV
spir-10030	243	44	had	have	VERB
spir-10030	243	45	an	an	DET
spir-10030	243	46	interest	interest	NOUN
spir-10030	243	47	in	in	ADP
spir-10030	243	48	mining	mine	VERB
spir-10030	243	49	these	these	PRON
spir-10030	243	50	,	,	PUNCT
spir-10030	243	51	but	but	CCONJ
spir-10030	243	52	only	only	ADV
spir-10030	243	53	recently	recently	ADV
spir-10030	243	54	deep	deep	ADJ
spir-10030	243	55	learning	learning	NOUN
spir-10030	243	56	algorithms	algorithm	NOUN
spir-10030	243	57	are	be	AUX
spir-10030	243	58	said	say	VERB
spir-10030	243	59	to	to	PART
spir-10030	243	60	perform	perform	VERB
spir-10030	243	61	convincingly	convincingly	ADV
spir-10030	243	62	in	in	ADP
spir-10030	243	63	the	the	DET
spir-10030	243	64	interpretation	interpretation	NOUN
spir-10030	243	65	of	of	ADP
spir-10030	243	66	images	image	NOUN
spir-10030	243	67	(	(	PUNCT
spir-10030	243	68	vanrullen	vanrullen	VERB
spir-10030	243	69	,	,	PUNCT
spir-10030	243	70	2017	2017	NUM
spir-10030	243	71	)	)	PUNCT
spir-10030	243	72	.	.	PUNCT
spir-10030	244	1	how	how	SCONJ
spir-10030	244	2	do	do	AUX
spir-10030	244	3	algorithms	algorithm	NOUN
spir-10030	244	4	interpret	interpret	VERB
spir-10030	244	5	social	social	ADJ
spir-10030	244	6	media	medium	NOUN
spir-10030	244	7	images	image	NOUN
spir-10030	244	8	,	,	PUNCT
spir-10030	244	9	how	how	SCONJ
spir-10030	244	10	is	be	AUX
spir-10030	244	11	this	this	PRON
spir-10030	244	12	different	different	ADJ
spir-10030	244	13	than	than	ADP
spir-10030	244	14	human	human	ADJ
spir-10030	244	15	perception	perception	NOUN
spir-10030	244	16	and	and	CCONJ
spir-10030	244	17	interpretation	interpretation	NOUN
spir-10030	244	18	,	,	PUNCT
spir-10030	244	19	and	and	CCONJ
spir-10030	244	20	focusing	focus	VERB
spir-10030	244	21	on	on	ADP
spir-10030	244	22	equality	equality	NOUN
spir-10030	244	23	what	what	PRON
spir-10030	244	24	are	be	AUX
spir-10030	244	25	the	the	DET
spir-10030	244	26	consequences	consequence	NOUN
spir-10030	244	27	of	of	ADP
spir-10030	244	28	using	use	VERB
spir-10030	244	29	algorithmic	algorithmic	ADJ
spir-10030	244	30	predictions	prediction	NOUN
spir-10030	244	31	to	to	PART
spir-10030	244	32	act	act	VERB
spir-10030	244	33	or	or	CCONJ
spir-10030	244	34	decide	decide	VERB
spir-10030	244	35	in	in	ADP
spir-10030	244	36	a	a	DET
spir-10030	244	37	data	data	NOUN
spir-10030	244	38	-	-	PUNCT
spir-10030	244	39	driven	drive	VERB
spir-10030	244	40	society	society	NOUN
spir-10030	244	41	?	?	PUNCT
spir-10030	245	1	these	these	PRON
spir-10030	245	2	are	be	AUX
spir-10030	245	3	the	the	DET
spir-10030	245	4	driving	drive	VERB
spir-10030	245	5	questions	question	NOUN
spir-10030	245	6	in	in	ADP
spir-10030	245	7	this	this	DET
spir-10030	245	8	paper	paper	NOUN
spir-10030	245	9	.	.	PUNCT
spir-10030	246	1	to	to	PART
spir-10030	246	2	answer	answer	VERB
spir-10030	246	3	these	these	DET
spir-10030	246	4	questions	question	NOUN
spir-10030	246	5	,	,	PUNCT
spir-10030	246	6	i	i	PRON
spir-10030	246	7	will	will	AUX
spir-10030	246	8	use	use	VERB
spir-10030	246	9	the	the	DET
spir-10030	246	10	case	case	NOUN
spir-10030	246	11	of	of	ADP
spir-10030	246	12	internet	internet	NOUN
spir-10030	246	13	profiling	profiling	NOUN
spir-10030	246	14	and	and	CCONJ
spir-10030	246	15	train	train	VERB
spir-10030	246	16	an	an	DET
spir-10030	246	17	algorithm	algorithm	NOUN
spir-10030	246	18	to	to	PART
spir-10030	246	19	predict	predict	VERB
spir-10030	246	20	gender	gender	NOUN
spir-10030	246	21	of	of	ADP
spir-10030	246	22	the	the	DET
spir-10030	246	23	uploader	uploader	NOUN
spir-10030	246	24	from	from	ADP
spir-10030	246	25	the	the	DET
spir-10030	246	26	uploaded	uploaded	ADJ
spir-10030	246	27	social	social	ADJ
spir-10030	246	28	media	medium	NOUN
spir-10030	246	29	images	image	NOUN
spir-10030	246	30	.	.	PUNCT
spir-10030	247	1	the	the	DET
spir-10030	247	2	reason	reason	NOUN
spir-10030	247	3	for	for	ADP
spir-10030	247	4	choosing	choose	VERB
spir-10030	247	5	this	this	DET
spir-10030	247	6	case	case	NOUN
spir-10030	247	7	as	as	ADP
spir-10030	247	8	an	an	DET
spir-10030	247	9	example	example	NOUN
spir-10030	247	10	of	of	ADP
spir-10030	247	11	the	the	DET
spir-10030	247	12	algorithmic	algorithmic	ADJ
spir-10030	247	13	gaze	gaze	NOUN
spir-10030	247	14	is	be	AUX
spir-10030	247	15	that	that	SCONJ
spir-10030	247	16	neural	neural	ADJ
spir-10030	247	17	networks	network	NOUN
spir-10030	247	18	are	be	AUX
spir-10030	247	19	the	the	DET
spir-10030	247	20	most	most	ADV
spir-10030	247	21	advanced	advanced	ADJ
spir-10030	247	22	types	type	NOUN
spir-10030	247	23	of	of	ADP
spir-10030	247	24	machine	machine	NOUN
spir-10030	247	25	learning	learning	NOUN
spir-10030	247	26	.	.	PUNCT
spir-10030	248	1	social	social	ADJ
spir-10030	248	2	media	medium	NOUN
spir-10030	248	3	images	image	NOUN
spir-10030	248	4	are	be	AUX
spir-10030	248	5	chosen	choose	VERB
spir-10030	248	6	because	because	SCONJ
spir-10030	248	7	,	,	PUNCT
spir-10030	248	8	they	they	PRON
spir-10030	248	9	are	be	AUX
spir-10030	248	10	increasingly	increasingly	ADV
spir-10030	248	11	interpreted	interpret	VERB
spir-10030	248	12	through	through	ADP
spir-10030	248	13	algorithms	algorithm	NOUN
spir-10030	248	14	with	with	ADP
spir-10030	248	15	the	the	DET
spir-10030	248	16	purpose	purpose	NOUN
spir-10030	248	17	of	of	ADP
spir-10030	248	18	presenting	present	VERB
spir-10030	248	19	images	image	NOUN
spir-10030	248	20	in	in	ADP
spir-10030	248	21	the	the	DET
spir-10030	248	22	feed	feed	NOUN
spir-10030	248	23	or	or	CCONJ
spir-10030	248	24	predicting	predict	VERB
spir-10030	248	25	something	something	PRON
spir-10030	248	26	about	about	ADP
spir-10030	248	27	the	the	DET
spir-10030	248	28	uploader	uploader	NOUN
spir-10030	248	29	that	that	PRON
spir-10030	248	30	can	can	AUX
spir-10030	248	31	increase	increase	VERB
spir-10030	248	32	revenue	revenue	NOUN
spir-10030	248	33	.	.	PUNCT
spir-10030	249	1	theoretical	theoretical	ADJ
spir-10030	249	2	framework	framework	NOUN
spir-10030	249	3	:	:	PUNCT
spir-10030	249	4	images	image	NOUN
spir-10030	249	5	and	and	CCONJ
spir-10030	249	6	the	the	DET
spir-10030	249	7	algorithmic	algorithmic	ADJ
spir-10030	249	8	gaze	gaze	NOUN
spir-10030	249	9	with	with	ADP
spir-10030	249	10	a	a	DET
spir-10030	249	11	starting	starting	NOUN
spir-10030	249	12	point	point	NOUN
spir-10030	249	13	in	in	ADP
spir-10030	249	14	critical	critical	ADJ
spir-10030	249	15	algorithmic	algorithmic	ADJ
spir-10030	249	16	studies	study	NOUN
spir-10030	249	17	(	(	PUNCT
spir-10030	249	18	e.g.	e.g.	ADV
spir-10030	249	19	gillespie	gillespie	NOUN
spir-10030	249	20	,	,	PUNCT
spir-10030	249	21	2014	2014	NUM
spir-10030	249	22	)	)	PUNCT
spir-10030	249	23	the	the	DET
spir-10030	249	24	theoretical	theoretical	ADJ
spir-10030	249	25	framework	framework	NOUN
spir-10030	249	26	for	for	ADP
spir-10030	249	27	the	the	DET
spir-10030	249	28	paper	paper	NOUN
spir-10030	249	29	will	will	AUX
spir-10030	249	30	consist	consist	VERB
spir-10030	249	31	of	of	ADP
spir-10030	249	32	three	three	NUM
spir-10030	249	33	building	building	NOUN
spir-10030	249	34	blocks	block	NOUN
spir-10030	249	35	:	:	PUNCT
spir-10030	249	36	literature	literature	NOUN
spir-10030	249	37	of	of	ADP
spir-10030	249	38	algorithmic	algorithmic	ADJ
spir-10030	249	39	reasoning	reasoning	NOUN
spir-10030	249	40	with	with	ADP
spir-10030	249	41	a	a	DET
spir-10030	249	42	focus	focus	NOUN
spir-10030	249	43	on	on	ADP
spir-10030	249	44	image	image	NOUN
spir-10030	249	45	processing	processing	NOUN
spir-10030	249	46	(	(	PUNCT
spir-10030	249	47	e.g.	e.g.	ADV
spir-10030	249	48	klette	klette	NOUN
spir-10030	249	49	,	,	PUNCT
spir-10030	249	50	2014	2014	NUM
spir-10030	249	51	)	)	PUNCT
spir-10030	249	52	,	,	PUNCT
spir-10030	249	53	human	human	ADJ
spir-10030	249	54	reasoning	reasoning	NOUN
spir-10030	249	55	with	with	ADP
spir-10030	249	56	a	a	DET
spir-10030	249	57	focus	focus	NOUN
spir-10030	249	58	on	on	ADP
spir-10030	249	59	image	image	NOUN
spir-10030	249	60	interpretation	interpretation	NOUN
spir-10030	249	61	(	(	PUNCT
spir-10030	249	62	e.g.	e.g.	ADV
spir-10030	249	63	barthes	barthe	NOUN
spir-10030	249	64	,	,	PUNCT
spir-10030	249	65	1967	1967	NUM
spir-10030	249	66	;	;	PUNCT
spir-10030	249	67	rose	rise	VERB
spir-10030	249	68	,	,	PUNCT
spir-10030	249	69	2000	2000	NUM
spir-10030	249	70	;	;	PUNCT
spir-10030	249	71	fodor	fodor	PROPN
spir-10030	249	72	&	&	CCONJ
spir-10030	249	73	pylyshyn	pylyshyn	PROPN
spir-10030	249	74	,	,	PUNCT
spir-10030	249	75	2015	2015	NUM
spir-10030	249	76	)	)	PUNCT
spir-10030	249	77	,	,	PUNCT
spir-10030	249	78	and	and	CCONJ
spir-10030	249	79	feminist	feminist	PROPN
spir-10030	249	80	science	science	PROPN
spir-10030	249	81	and	and	CCONJ
spir-10030	249	82	technology	technology	NOUN
spir-10030	249	83	studies	study	NOUN
spir-10030	249	84	(	(	PUNCT
spir-10030	249	85	e.g.	e.g.	ADV
spir-10030	249	86	star	star	NOUN
spir-10030	249	87	,	,	PUNCT
spir-10030	249	88	1991	1991	NUM
spir-10030	249	89	)	)	PUNCT
spir-10030	249	90	with	with	ADP
spir-10030	249	91	a	a	DET
spir-10030	249	92	focus	focus	NOUN
spir-10030	249	93	on	on	ADP
spir-10030	249	94	outliers	outlier	NOUN
spir-10030	249	95	and	and	CCONJ
spir-10030	249	96	inequality	inequality	NOUN
spir-10030	249	97	(	(	PUNCT
spir-10030	249	98	e.g.	e.g.	ADV
spir-10030	249	99	sweeney	sweeney	NOUN
spir-10030	249	100	,	,	PUNCT
spir-10030	249	101	2013	2013	NUM
spir-10030	249	102	)	)	PUNCT
spir-10030	249	103	.	.	PUNCT
spir-10030	250	1	vision	vision	NOUN
spir-10030	250	2	algorithms	algorithm	NOUN
spir-10030	250	3	can	can	AUX
spir-10030	250	4	be	be	AUX
spir-10030	250	5	divided	divide	VERB
spir-10030	250	6	into	into	ADP
spir-10030	250	7	supervised	supervised	ADJ
spir-10030	250	8	(	(	PUNCT
spir-10030	250	9	top	top	VERB
spir-10030	250	10	down	down	ADP
spir-10030	250	11	deductive	deductive	ADJ
spir-10030	250	12	approach	approach	NOUN
spir-10030	250	13	)	)	PUNCT
spir-10030	250	14	and	and	CCONJ
spir-10030	250	15	unsupervised	unsupervised	ADJ
spir-10030	250	16	learning	learning	NOUN
spir-10030	250	17	(	(	PUNCT
spir-10030	250	18	bottom	bottom	ADV
spir-10030	250	19	up	up	ADP
spir-10030	250	20	inductive	inductive	ADJ
spir-10030	250	21	approach	approach	NOUN
spir-10030	250	22	)	)	PUNCT
spir-10030	250	23	.	.	PUNCT
spir-10030	251	1	in	in	ADP
spir-10030	251	2	comparison	comparison	NOUN
spir-10030	251	3	to	to	ADP
spir-10030	251	4	human	human	ADJ
spir-10030	251	5	interpretations	interpretation	NOUN
spir-10030	251	6	the	the	DET
spir-10030	251	7	unsupervised	unsupervised	ADJ
spir-10030	251	8	algorithm	algorithm	NOUN
spir-10030	251	9	does	do	AUX
spir-10030	251	10	not	not	PART
spir-10030	251	11	have	have	VERB
spir-10030	251	12	any	any	DET
spir-10030	251	13	prior	prior	ADJ
spir-10030	251	14	understanding	understanding	NOUN
spir-10030	251	15	of	of	ADP
spir-10030	251	16	how	how	SCONJ
spir-10030	251	17	gender	gender	NOUN
spir-10030	251	18	differentiate	differentiate	NOUN
spir-10030	251	19	on	on	ADP
spir-10030	251	20	picture	picture	NOUN
spir-10030	251	21	uploads	upload	NOUN
spir-10030	251	22	,	,	PUNCT
spir-10030	251	23	it	it	PRON
spir-10030	251	24	will	will	AUX
spir-10030	251	25	only	only	ADV
spir-10030	251	26	know	know	VERB
spir-10030	251	27	the	the	DET
spir-10030	251	28	patterns	pattern	NOUN
spir-10030	251	29	that	that	PRON
spir-10030	251	30	it	it	PRON
spir-10030	251	31	can	can	AUX
spir-10030	251	32	find	find	VERB
spir-10030	251	33	in	in	ADP
spir-10030	251	34	the	the	DET
spir-10030	251	35	pictures	picture	NOUN
spir-10030	251	36	that	that	PRON
spir-10030	251	37	we	we	PRON
spir-10030	251	38	put	put	VERB
spir-10030	251	39	forward	forward	ADV
spir-10030	251	40	.	.	PUNCT
spir-10030	252	1	therefore	therefore	ADV
spir-10030	252	2	,	,	PUNCT
spir-10030	252	3	it	it	PRON
spir-10030	252	4	is	be	AUX
spir-10030	252	5	interesting	interesting	ADJ
spir-10030	252	6	to	to	PART
spir-10030	252	7	detect	detect	VERB
spir-10030	252	8	whether	whether	SCONJ
spir-10030	252	9	classical	classical	ADJ
spir-10030	252	10	discriminating	discriminate	VERB
spir-10030	252	11	understandings	understanding	NOUN
spir-10030	252	12	of	of	ADP
spir-10030	252	13	female	female	ADJ
spir-10030	252	14	versus	versus	ADP
spir-10030	252	15	male	male	ADJ
spir-10030	252	16	stereotypes	stereotype	NOUN
spir-10030	252	17	are	be	AUX
spir-10030	252	18	reproduced	reproduce	VERB
spir-10030	252	19	in	in	ADP
spir-10030	252	20	the	the	DET
spir-10030	252	21	outliers	outlier	NOUN
spir-10030	252	22	.	.	PUNCT
spir-10030	253	1	this	this	PRON
spir-10030	253	2	will	will	AUX
spir-10030	253	3	be	be	AUX
spir-10030	253	4	analyzed	analyze	VERB
spir-10030	253	5	by	by	ADP
spir-10030	253	6	focusing	focus	VERB
spir-10030	253	7	on	on	ADP
spir-10030	253	8	stereotypic	stereotypic	ADJ
spir-10030	253	9	interpretations	interpretation	NOUN
spir-10030	253	10	in	in	ADP
spir-10030	253	11	the	the	DET
spir-10030	253	12	false	false	ADJ
spir-10030	253	13	negatives	negative	NOUN
spir-10030	253	14	.	.	PUNCT
spir-10030	254	1	methodology	methodology	NOUN
spir-10030	254	2	:	:	PUNCT
spir-10030	254	3	dataset	dataset	NOUN
spir-10030	254	4	and	and	CCONJ
spir-10030	254	5	training	training	NOUN
spir-10030	254	6	setup	setup	NOUN
spir-10030	254	7	through	through	ADP
spir-10030	254	8	the	the	DET
spir-10030	254	9	lens	lens	NOUN
spir-10030	254	10	of	of	ADP
spir-10030	254	11	audit	audit	NOUN
spir-10030	254	12	studies	study	NOUN
spir-10030	254	13	(	(	PUNCT
spir-10030	254	14	e.g.	e.g.	ADV
spir-10030	254	15	sandvig	sandvig	NOUN
spir-10030	254	16	,	,	PUNCT
spir-10030	254	17	2014	2014	NUM
spir-10030	254	18	)	)	PUNCT
spir-10030	254	19	the	the	DET
spir-10030	254	20	paper	paper	NOUN
spir-10030	254	21	will	will	AUX
spir-10030	254	22	report	report	VERB
spir-10030	254	23	on	on	ADP
spir-10030	254	24	a	a	DET
spir-10030	254	25	case	case	NOUN
spir-10030	254	26	study	study	NOUN
spir-10030	254	27	from	from	ADP
spir-10030	254	28	our	our	PRON
spir-10030	254	29	lab	lab	NOUN
spir-10030	254	30	where	where	SCONJ
spir-10030	254	31	we	we	PRON
spir-10030	254	32	try	try	VERB
spir-10030	254	33	to	to	PART
spir-10030	254	34	predict	predict	VERB
spir-10030	254	35	gender	gender	NOUN
spir-10030	254	36	(	(	PUNCT
spir-10030	254	37	interpreted	interpret	VERB
spir-10030	254	38	binary	binary	NOUN
spir-10030	254	39	to	to	PART
spir-10030	254	40	mirror	mirror	VERB
spir-10030	254	41	a	a	DET
spir-10030	254	42	commercial	commercial	ADJ
spir-10030	254	43	lens	len	NOUN
spir-10030	254	44	)	)	PUNCT
spir-10030	254	45	from	from	ADP
spir-10030	254	46	a	a	DET
spir-10030	254	47	representative	representative	ADJ
spir-10030	254	48	dataset	dataset	NOUN
spir-10030	254	49	of	of	ADP
spir-10030	254	50	1,000	1,000	NUM
spir-10030	254	51	danes	dane	NOUN
spir-10030	254	52	and	and	CCONJ
spir-10030	254	53	their	their	PRON
spir-10030	254	54	total	total	ADJ
spir-10030	254	55	amount	amount	NOUN
spir-10030	254	56	of	of	ADP
spir-10030	254	57	self	self	NOUN
spir-10030	254	58	-	-	PUNCT
spir-10030	254	59	uploaded	upload	VERB
spir-10030	254	60	private	private	ADJ
spir-10030	254	61	and	and	CCONJ
spir-10030	254	62	public	public	ADJ
spir-10030	254	63	facebook	facebook	NOUN
spir-10030	254	64	images	image	NOUN
spir-10030	254	65	;	;	PUNCT
spir-10030	254	66	a	a	DET
spir-10030	254	67	total	total	NOUN
spir-10030	254	68	of	of	ADP
spir-10030	254	69	350,000	350,000	NUM
spir-10030	254	70	images	image	NOUN
spir-10030	254	71	.	.	PUNCT
spir-10030	255	1	we	we	PRON
spir-10030	255	2	have	have	AUX
spir-10030	255	3	chosen	choose	VERB
spir-10030	255	4	to	to	PART
spir-10030	255	5	look	look	VERB
spir-10030	255	6	at	at	ADP
spir-10030	255	7	denmark	denmark	NOUN
spir-10030	255	8	because	because	SCONJ
spir-10030	255	9	the	the	DET
spir-10030	255	10	country	country	NOUN
spir-10030	255	11	has	have	VERB
spir-10030	255	12	one	one	NUM
spir-10030	255	13	of	of	ADP
spir-10030	255	14	the	the	DET
spir-10030	255	15	highest	high	ADJ
spir-10030	255	16	penetration	penetration	NOUN
spir-10030	255	17	rates	rate	NOUN
spir-10030	255	18	of	of	ADP
spir-10030	255	19	facebook	facebook	NOUN
spir-10030	255	20	in	in	ADP
spir-10030	255	21	the	the	DET
spir-10030	255	22	world	world	NOUN
spir-10030	255	23	,	,	PUNCT
spir-10030	255	24	thus	thus	ADV
spir-10030	255	25	training	train	VERB
spir-10030	255	26	on	on	ADP
spir-10030	255	27	this	this	DET
spir-10030	255	28	dataset	dataset	NOUN
spir-10030	255	29	will	will	AUX
spir-10030	255	30	prevent	prevent	VERB
spir-10030	255	31	potential	potential	ADJ
spir-10030	255	32	age	age	NOUN
spir-10030	255	33	overfitting	overfitting	NOUN
spir-10030	255	34	.	.	PUNCT
spir-10030	256	1	in	in	ADP
spir-10030	256	2	order	order	NOUN
spir-10030	256	3	to	to	PART
spir-10030	256	4	predict	predict	VERB
spir-10030	256	5	the	the	DET
spir-10030	256	6	gender	gender	NOUN
spir-10030	256	7	,	,	PUNCT
spir-10030	256	8	we	we	PRON
spir-10030	256	9	will	will	AUX
spir-10030	256	10	build	build	VERB
spir-10030	256	11	and	and	CCONJ
spir-10030	256	12	train	train	VERB
spir-10030	256	13	an	an	DET
spir-10030	256	14	algorithm	algorithm	NOUN
spir-10030	256	15	based	base	VERB
spir-10030	256	16	on	on	ADP
spir-10030	256	17	three	three	NUM
spir-10030	256	18	widely	widely	ADV
spir-10030	256	19	used	use	VERB
spir-10030	256	20	neural	neural	ADJ
spir-10030	256	21	networks	network	NOUN
spir-10030	256	22	in	in	ADP
spir-10030	256	23	our	our	PRON
spir-10030	256	24	lab	lab	NOUN
spir-10030	256	25	and	and	CCONJ
spir-10030	256	26	test	test	VERB
spir-10030	256	27	the	the	DET
spir-10030	256	28	performance	performance	NOUN
spir-10030	256	29	of	of	ADP
spir-10030	256	30	these	these	DET
spir-10030	256	31	algorithm	algorithm	NOUN
spir-10030	256	32	,	,	PUNCT
spir-10030	256	33	one	one	NUM
spir-10030	256	34	including	include	VERB
spir-10030	256	35	and	and	CCONJ
spir-10030	256	36	one	one	NUM
spir-10030	256	37	excluding	exclude	VERB
spir-10030	256	38	profile	profile	NOUN
spir-10030	256	39	pictures	picture	NOUN
spir-10030	256	40	(	(	PUNCT
spir-10030	256	41	that	that	PRON
spir-10030	256	42	may	may	AUX
spir-10030	256	43	reveal	reveal	VERB
spir-10030	256	44	gender	gender	NOUN
spir-10030	256	45	most	most	ADV
spir-10030	256	46	effectively	effectively	ADV
spir-10030	256	47	)	)	PUNCT
spir-10030	256	48	.	.	PUNCT
spir-10030	257	1	the	the	DET
spir-10030	257	2	dataset	dataset	NOUN
spir-10030	257	3	then	then	ADV
spir-10030	257	4	will	will	AUX
spir-10030	257	5	look	look	VERB
spir-10030	257	6	like	like	ADP
spir-10030	257	7	this	this	PRON
spir-10030	257	8	:	:	PUNCT
spir-10030	257	9	female	female	ADJ
spir-10030	257	10	male	male	NOUN
spir-10030	257	11	individuals	individual	NOUN
spir-10030	257	12	in	in	ADP
spir-10030	257	13	total	total	ADJ
spir-10030	257	14	511	511	NUM
spir-10030	257	15	456	456	NUM
spir-10030	257	16	individuals	individual	NOUN
spir-10030	257	17	with	with	ADP
spir-10030	257	18	at	at	ADV
spir-10030	257	19	least	least	ADV
spir-10030	257	20	one	one	NUM
spir-10030	257	21	non	non	ADJ
spir-10030	257	22	-	-	ADJ
spir-10030	257	23	profile	profile	ADJ
spir-10030	257	24	image	image	NOUN
spir-10030	257	25	(=	(=	ADV
spir-10030	257	26	selected	select	VERB
spir-10030	257	27	group	group	NOUN
spir-10030	257	28	)	)	PUNCT
spir-10030	257	29	486	486	NUM
spir-10030	257	30	397	397	NUM
spir-10030	257	31	maximum	maximum	ADJ
spir-10030	257	32	non	non	ADJ
spir-10030	257	33	-	-	ADJ
spir-10030	257	34	profile	profile	ADJ
spir-10030	257	35	images	image	NOUN
spir-10030	257	36	per	per	ADP
spir-10030	257	37	individual	individual	NOUN
spir-10030	257	38	in	in	ADP
spir-10030	257	39	selected	select	VERB
spir-10030	257	40	group	group	NOUN
spir-10030	257	41	13125	13125	NUM
spir-10030	257	42	8241	8241	NUM
spir-10030	257	43	minimum	minimum	ADJ
spir-10030	257	44	non	non	ADJ
spir-10030	257	45	-	-	ADJ
spir-10030	257	46	profile	profile	ADJ
spir-10030	257	47	images	image	NOUN
spir-10030	257	48	per	per	ADP
spir-10030	257	49	individual	individual	NOUN
spir-10030	257	50	in	in	ADP
spir-10030	257	51	selected	select	VERB
spir-10030	257	52	group	group	NOUN
spir-10030	257	53	1	1	NUM
spir-10030	257	54	1	1	NUM
spir-10030	257	55	median	median	ADJ
spir-10030	257	56	non	non	ADJ
spir-10030	257	57	-	-	ADJ
spir-10030	257	58	profile	profile	ADJ
spir-10030	257	59	images	image	NOUN
spir-10030	257	60	per	per	ADP
spir-10030	257	61	individual	individual	NOUN
spir-10030	257	62	in	in	ADP
spir-10030	257	63	selected	select	VERB
spir-10030	257	64	group	group	NOUN
spir-10030	257	65	150	150	NUM
spir-10030	257	66	52	52	NUM
spir-10030	257	67	by	by	ADP
spir-10030	257	68	using	use	VERB
spir-10030	257	69	metadata	metadata	NOUN
spir-10030	257	70	,	,	PUNCT
spir-10030	257	71	we	we	PRON
spir-10030	257	72	will	will	AUX
spir-10030	257	73	be	be	AUX
spir-10030	257	74	able	able	ADJ
spir-10030	257	75	to	to	PART
spir-10030	257	76	improve	improve	VERB
spir-10030	257	77	the	the	DET
spir-10030	257	78	prediction	prediction	NOUN
spir-10030	257	79	of	of	ADP
spir-10030	257	80	the	the	DET
spir-10030	257	81	uploader	uploader	NOUN
spir-10030	257	82	’s	’s	PART
spir-10030	257	83	gender	gender	NOUN
spir-10030	257	84	.	.	PUNCT
spir-10030	258	1	however	however	ADV
spir-10030	258	2	,	,	PUNCT
spir-10030	258	3	we	we	PRON
spir-10030	258	4	will	will	AUX
spir-10030	258	5	not	not	PART
spir-10030	258	6	include	include	VERB
spir-10030	258	7	metadata	metadata	NOUN
spir-10030	258	8	in	in	ADP
spir-10030	258	9	the	the	DET
spir-10030	258	10	prediction	prediction	NOUN
spir-10030	258	11	to	to	PART
spir-10030	258	12	understand	understand	VERB
spir-10030	258	13	how	how	SCONJ
spir-10030	258	14	accurate	accurate	ADJ
spir-10030	258	15	predictions	prediction	NOUN
spir-10030	258	16	this	this	PRON
spir-10030	258	17	will	will	AUX
spir-10030	258	18	provide	provide	VERB
spir-10030	258	19	when	when	SCONJ
spir-10030	258	20	following	follow	VERB
spir-10030	258	21	new	new	ADJ
spir-10030	258	22	guidelines	guideline	NOUN
spir-10030	258	23	for	for	ADP
spir-10030	258	24	privacy	privacy	NOUN
spir-10030	258	25	by	by	ADP
spir-10030	258	26	design	design	NOUN
spir-10030	258	27	(	(	PUNCT
spir-10030	258	28	eu	eu	PROPN
spir-10030	258	29	directive	directive	NOUN
spir-10030	258	30	)	)	PUNCT
spir-10030	258	31	.	.	PUNCT
spir-10030	259	1	in	in	ADP
spir-10030	259	2	this	this	DET
spir-10030	259	3	way	way	NOUN
spir-10030	259	4	,	,	PUNCT
spir-10030	259	5	we	we	PRON
spir-10030	259	6	try	try	VERB
spir-10030	259	7	to	to	PART
spir-10030	259	8	increase	increase	VERB
spir-10030	259	9	the	the	DET
spir-10030	259	10	difficulty	difficulty	NOUN
spir-10030	259	11	in	in	ADP
spir-10030	259	12	the	the	DET
spir-10030	259	13	prediction	prediction	NOUN
spir-10030	259	14	as	as	ADP
spir-10030	259	15	an	an	DET
spir-10030	259	16	extreme	extreme	ADJ
spir-10030	259	17	case	case	NOUN
spir-10030	259	18	where	where	SCONJ
spir-10030	259	19	we	we	PRON
spir-10030	259	20	only	only	ADV
spir-10030	259	21	focus	focus	VERB
spir-10030	259	22	on	on	ADP
spir-10030	259	23	the	the	DET
spir-10030	259	24	images	image	NOUN
spir-10030	259	25	uploaded	upload	VERB
spir-10030	259	26	and	and	CCONJ
spir-10030	259	27	the	the	DET
spir-10030	259	28	goal	goal	NOUN
spir-10030	259	29	is	be	AUX
spir-10030	259	30	to	to	PART
spir-10030	259	31	be	be	AUX
spir-10030	259	32	able	able	ADJ
spir-10030	259	33	to	to	PART
spir-10030	259	34	predict	predict	VERB
spir-10030	259	35	gender	gender	NOUN
spir-10030	259	36	from	from	ADP
spir-10030	259	37	one	one	NUM
spir-10030	259	38	uploaded	upload	VERB
spir-10030	259	39	facebook	facebook	NOUN
spir-10030	259	40	picture	picture	NOUN
spir-10030	259	41	(	(	PUNCT
spir-10030	259	42	see	see	VERB
spir-10030	259	43	also	also	ADV
spir-10030	259	44	author	author	NOUN
spir-10030	259	45	,	,	PUNCT
spir-10030	259	46	in	in	ADP
spir-10030	259	47	preparation	preparation	NOUN
spir-10030	259	48	for	for	ADP
spir-10030	259	49	the	the	DET
spir-10030	259	50	algorithmic	algorithmic	ADJ
spir-10030	259	51	contribution	contribution	NOUN
spir-10030	259	52	)	)	PUNCT
spir-10030	259	53	.	.	PUNCT
spir-10030	260	1	findings	finding	NOUN
spir-10030	260	2	when	when	SCONJ
spir-10030	260	3	we	we	PRON
spir-10030	260	4	test	test	VERB
spir-10030	260	5	the	the	DET
spir-10030	260	6	three	three	NUM
spir-10030	260	7	algorithms	algorithm	NOUN
spir-10030	260	8	with	with	ADP
spir-10030	260	9	profile	profile	ADJ
spir-10030	260	10	pictures	picture	NOUN
spir-10030	260	11	we	we	PRON
spir-10030	260	12	get	get	VERB
spir-10030	260	13	the	the	DET
spir-10030	260	14	following	follow	VERB
spir-10030	260	15	performance	performance	NOUN
spir-10030	260	16	measures	measure	NOUN
spir-10030	260	17	:	:	PUNCT
spir-10030	260	18	neural	neural	ADJ
spir-10030	260	19	network	network	NOUN
spir-10030	260	20	accuracy	accuracy	NOUN
spir-10030	260	21	alexnet	alexnet	PROPN
spir-10030	260	22	66.9	66.9	NUM
spir-10030	260	23	%	%	NOUN
spir-10030	260	24	vgg	vgg	NOUN
spir-10030	260	25	66.5	66.5	NUM
spir-10030	260	26	%	%	NOUN
spir-10030	260	27	googlenet	googlenet	NOUN
spir-10030	260	28	65.7	65.7	NUM
spir-10030	260	29	%	%	NOUN
spir-10030	260	30	there	there	PRON
spir-10030	260	31	is	be	VERB
spir-10030	260	32	no	no	DET
spir-10030	260	33	sign	sign	NOUN
spir-10030	260	34	of	of	ADP
spir-10030	260	35	overfitting	overfitte	VERB
spir-10030	260	36	(	(	PUNCT
spir-10030	260	37	see	see	VERB
spir-10030	260	38	also	also	ADV
spir-10030	260	39	author	author	NOUN
spir-10030	260	40	,	,	PUNCT
spir-10030	260	41	in	in	ADP
spir-10030	260	42	preparation	preparation	NOUN
spir-10030	260	43	)	)	PUNCT
spir-10030	260	44	,	,	PUNCT
spir-10030	260	45	but	but	CCONJ
spir-10030	260	46	the	the	DET
spir-10030	260	47	performance	performance	NOUN
spir-10030	260	48	is	be	AUX
spir-10030	260	49	not	not	PART
spir-10030	260	50	overly	overly	ADV
spir-10030	260	51	enthusiastic	enthusiastic	ADJ
spir-10030	260	52	.	.	PUNCT
spir-10030	261	1	now	now	ADV
spir-10030	261	2	we	we	PRON
spir-10030	261	3	report	report	VERB
spir-10030	261	4	on	on	ADP
spir-10030	261	5	first	first	ADJ
spir-10030	261	6	iteration	iteration	NOUN
spir-10030	261	7	with	with	ADP
spir-10030	261	8	the	the	DET
spir-10030	261	9	use	use	NOUN
spir-10030	261	10	of	of	ADP
spir-10030	261	11	alexnet	alexnet	NOUN
spir-10030	261	12	(	(	PUNCT
spir-10030	261	13	more	more	ADJ
spir-10030	261	14	iterations	iteration	NOUN
spir-10030	261	15	will	will	AUX
spir-10030	261	16	be	be	AUX
spir-10030	261	17	finished	finish	VERB
spir-10030	261	18	at	at	ADP
spir-10030	261	19	the	the	DET
spir-10030	261	20	time	time	NOUN
spir-10030	261	21	of	of	ADP
spir-10030	261	22	the	the	DET
spir-10030	261	23	conference	conference	NOUN
spir-10030	261	24	)	)	PUNCT
spir-10030	261	25	.	.	PUNCT
spir-10030	262	1	we	we	PRON
spir-10030	262	2	remove	remove	VERB
spir-10030	262	3	all	all	DET
spir-10030	262	4	the	the	DET
spir-10030	262	5	profile	profile	ADJ
spir-10030	262	6	pictures	picture	NOUN
spir-10030	262	7	from	from	ADP
spir-10030	262	8	the	the	DET
spir-10030	262	9	dataset	dataset	NOUN
spir-10030	262	10	and	and	CCONJ
spir-10030	262	11	take	take	VERB
spir-10030	262	12	a	a	DET
spir-10030	262	13	random	random	ADJ
spir-10030	262	14	subset	subset	NOUN
spir-10030	262	15	of	of	ADP
spir-10030	262	16	the	the	DET
spir-10030	262	17	total	total	ADJ
spir-10030	262	18	dataset	dataset	NOUN
spir-10030	262	19	to	to	PART
spir-10030	262	20	balance	balance	VERB
spir-10030	262	21	the	the	DET
spir-10030	262	22	number	number	NOUN
spir-10030	262	23	of	of	ADP
spir-10030	262	24	females	female	NOUN
spir-10030	262	25	and	and	CCONJ
spir-10030	262	26	males	male	NOUN
spir-10030	262	27	.	.	PUNCT
spir-10030	263	1	we	we	PRON
spir-10030	263	2	also	also	ADV
spir-10030	263	3	adjust	adjust	VERB
spir-10030	263	4	for	for	ADP
spir-10030	263	5	the	the	DET
spir-10030	263	6	much	much	ADV
spir-10030	263	7	higher	high	ADJ
spir-10030	263	8	number	number	NOUN
spir-10030	263	9	of	of	ADP
spir-10030	263	10	images	image	NOUN
spir-10030	263	11	uploaded	upload	VERB
spir-10030	263	12	by	by	ADP
spir-10030	263	13	females	female	NOUN
spir-10030	263	14	.	.	PUNCT
spir-10030	264	1	this	this	PRON
spir-10030	264	2	provides	provide	VERB
spir-10030	264	3	us	we	PRON
spir-10030	264	4	with	with	ADP
spir-10030	264	5	the	the	DET
spir-10030	264	6	following	follow	VERB
spir-10030	264	7	accuracies	accuracy	NOUN
spir-10030	264	8	:	:	PUNCT
spir-10030	264	9	accuracy	accuracy	NOUN
spir-10030	264	10	(	(	PUNCT
spir-10030	264	11	overall	overall	ADJ
spir-10030	264	12	):	):	PUNCT
spir-10030	264	13	55.33	55.33	NUM
spir-10030	264	14	%	%	NOUN
spir-10030	264	15	accuracy	accuracy	NOUN
spir-10030	264	16	(	(	PUNCT
spir-10030	264	17	female	female	NOUN
spir-10030	264	18	):	):	PUNCT
spir-10030	264	19	57.28	57.28	NUM
spir-10030	264	20	%	%	NOUN
spir-10030	264	21	accuracy	accuracy	NOUN
spir-10030	264	22	(	(	PUNCT
spir-10030	264	23	male	male	NOUN
spir-10030	264	24	):	):	PUNCT
spir-10030	264	25	52.49	52.49	NUM
spir-10030	264	26	%	%	NOUN
spir-10030	264	27	the	the	DET
spir-10030	264	28	illustration	illustration	NOUN
spir-10030	264	29	show	show	VERB
spir-10030	264	30	the	the	DET
spir-10030	264	31	test	test	NOUN
spir-10030	264	32	set	set	VERB
spir-10030	264	33	as	as	ADP
spir-10030	264	34	a	a	DET
spir-10030	264	35	function	function	NOUN
spir-10030	264	36	of	of	ADP
spir-10030	264	37	the	the	DET
spir-10030	264	38	training	training	NOUN
spir-10030	264	39	iteration	iteration	NOUN
spir-10030	264	40	.	.	PUNCT
spir-10030	265	1	accuracy	accuracy	NOUN
spir-10030	265	2	increases	increase	NOUN
spir-10030	265	3	in	in	ADP
spir-10030	265	4	the	the	DET
spir-10030	265	5	beginning	beginning	NOUN
spir-10030	265	6	,	,	PUNCT
spir-10030	265	7	but	but	CCONJ
spir-10030	265	8	quickly	quickly	ADV
spir-10030	265	9	reach	reach	VERB
spir-10030	265	10	a	a	DET
spir-10030	265	11	plateau	plateau	NOUN
spir-10030	265	12	.	.	PUNCT
spir-10030	266	1	the	the	DET
spir-10030	266	2	network	network	NOUN
spir-10030	266	3	is	be	AUX
spir-10030	266	4	only	only	ADV
spir-10030	266	5	marginally	marginally	ADV
spir-10030	266	6	better	well	ADJ
spir-10030	266	7	to	to	PART
spir-10030	266	8	predict	predict	VERB
spir-10030	266	9	than	than	ADP
spir-10030	266	10	random	random	ADJ
spir-10030	266	11	.	.	PUNCT
spir-10030	267	1	when	when	SCONJ
spir-10030	267	2	we	we	PRON
spir-10030	267	3	initially	initially	ADV
spir-10030	267	4	look	look	VERB
spir-10030	267	5	at	at	ADP
spir-10030	267	6	the	the	DET
spir-10030	267	7	false	false	ADJ
spir-10030	267	8	negatives	negative	NOUN
spir-10030	267	9	,	,	PUNCT
spir-10030	267	10	does	do	AUX
spir-10030	267	11	the	the	DET
spir-10030	267	12	pictures	picture	NOUN
spir-10030	267	13	deviate	deviate	VERB
spir-10030	267	14	from	from	ADP
spir-10030	267	15	the	the	DET
spir-10030	267	16	stereotypical	stereotypical	ADJ
spir-10030	267	17	understanding	understanding	NOUN
spir-10030	267	18	of	of	ADP
spir-10030	267	19	male	male	ADJ
spir-10030	267	20	and	and	CCONJ
spir-10030	267	21	female	female	ADJ
spir-10030	267	22	lifestyles	lifestyle	NOUN
spir-10030	267	23	and	and	CCONJ
spir-10030	267	24	thereby	thereby	ADV
spir-10030	267	25	create	create	VERB
spir-10030	267	26	an	an	DET
spir-10030	267	27	unequal	unequal	ADJ
spir-10030	267	28	and	and	CCONJ
spir-10030	267	29	discriminating	discriminating	ADJ
spir-10030	267	30	understanding	understanding	NOUN
spir-10030	267	31	of	of	ADP
spir-10030	267	32	females	female	NOUN
spir-10030	267	33	and	and	CCONJ
spir-10030	267	34	males	male	NOUN
spir-10030	267	35	?	?	PUNCT
spir-10030	268	1	there	there	PRON
spir-10030	268	2	are	be	VERB
spir-10030	268	3	more	more	ADJ
spir-10030	268	4	baby	baby	NOUN
spir-10030	268	5	pictures	picture	NOUN
spir-10030	268	6	in	in	ADP
spir-10030	268	7	the	the	DET
spir-10030	268	8	male	male	ADJ
spir-10030	268	9	false	false	ADJ
spir-10030	268	10	negative	negative	ADJ
spir-10030	268	11	category	category	NOUN
spir-10030	268	12	than	than	ADP
spir-10030	268	13	in	in	ADP
spir-10030	268	14	the	the	DET
spir-10030	268	15	male	male	ADJ
spir-10030	268	16	true	true	ADJ
spir-10030	268	17	positives	positive	NOUN
spir-10030	268	18	and	and	CCONJ
spir-10030	268	19	there	there	PRON
spir-10030	268	20	are	be	VERB
spir-10030	268	21	more	more	ADV
spir-10030	268	22	alcoholic	alcoholic	ADJ
spir-10030	268	23	beverages	beverage	NOUN
spir-10030	268	24	in	in	ADP
spir-10030	268	25	female	female	ADJ
spir-10030	268	26	false	false	ADJ
spir-10030	268	27	negatives	negative	NOUN
spir-10030	268	28	than	than	ADP
spir-10030	268	29	in	in	ADP
spir-10030	268	30	female	female	ADJ
spir-10030	268	31	true	true	ADJ
spir-10030	268	32	positives	positive	NOUN
spir-10030	268	33	.	.	PUNCT
spir-10030	269	1	this	this	PRON
spir-10030	269	2	can	can	AUX
spir-10030	269	3	indicate	indicate	VERB
spir-10030	269	4	that	that	SCONJ
spir-10030	269	5	the	the	DET
spir-10030	269	6	algorithm	algorithm	NOUN
spir-10030	269	7	does	do	AUX
spir-10030	269	8	tend	tend	VERB
spir-10030	269	9	to	to	PART
spir-10030	269	10	discriminate	discriminate	VERB
spir-10030	269	11	according	accord	VERB
spir-10030	269	12	to	to	ADP
spir-10030	269	13	stereotypical	stereotypical	ADJ
spir-10030	269	14	understandings	understanding	NOUN
spir-10030	269	15	of	of	ADP
spir-10030	269	16	gender	gender	NOUN
spir-10030	269	17	construction	construction	NOUN
spir-10030	269	18	.	.	PUNCT
spir-10030	270	1	however	however	ADV
spir-10030	270	2	,	,	PUNCT
spir-10030	270	3	these	these	PRON
spir-10030	270	4	are	be	AUX
spir-10030	270	5	very	very	ADV
spir-10030	270	6	preliminary	preliminary	ADJ
spir-10030	270	7	results	result	NOUN
spir-10030	270	8	and	and	CCONJ
spir-10030	270	9	we	we	PRON
spir-10030	270	10	need	need	VERB
spir-10030	270	11	to	to	PART
spir-10030	270	12	scrutinize	scrutinize	VERB
spir-10030	270	13	this	this	DET
spir-10030	270	14	further	far	ADV
spir-10030	270	15	in	in	ADP
spir-10030	270	16	future	future	ADJ
spir-10030	270	17	iterations	iteration	NOUN
spir-10030	270	18	.	.	PUNCT
spir-10030	271	1	discussion	discussion	NOUN
spir-10030	271	2	and	and	CCONJ
spir-10030	271	3	conclusion	conclusion	NOUN
spir-10030	271	4	the	the	DET
spir-10030	271	5	algorithmic	algorithmic	ADJ
spir-10030	271	6	results	result	NOUN
spir-10030	271	7	show	show	VERB
spir-10030	271	8	signs	sign	NOUN
spir-10030	271	9	of	of	ADP
spir-10030	271	10	discrimination	discrimination	NOUN
spir-10030	271	11	by	by	ADP
spir-10030	271	12	reproducing	reproduce	VERB
spir-10030	271	13	some	some	DET
spir-10030	271	14	stereotypical	stereotypical	ADJ
spir-10030	271	15	understandings	understanding	NOUN
spir-10030	271	16	of	of	ADP
spir-10030	271	17	male	male	NOUN
spir-10030	271	18	and	and	CCONJ
spir-10030	271	19	females	female	NOUN
spir-10030	271	20	,	,	PUNCT
spir-10030	271	21	because	because	SCONJ
spir-10030	271	22	the	the	DET
spir-10030	271	23	data	datum	NOUN
spir-10030	271	24	that	that	PRON
spir-10030	271	25	participants	participant	NOUN
spir-10030	271	26	upload	upload	VERB
spir-10030	271	27	are	be	AUX
spir-10030	271	28	seemingly	seemingly	ADV
spir-10030	271	29	stereotypic	stereotypic	ADJ
spir-10030	271	30	.	.	PUNCT
spir-10030	272	1	what	what	PRON
spir-10030	272	2	is	be	AUX
spir-10030	272	3	the	the	DET
spir-10030	272	4	consequences	consequence	NOUN
spir-10030	272	5	when	when	SCONJ
spir-10030	272	6	using	use	VERB
spir-10030	272	7	algorithmic	algorithmic	ADJ
spir-10030	272	8	predictions	prediction	NOUN
spir-10030	272	9	to	to	PART
spir-10030	272	10	act	act	VERB
spir-10030	272	11	or	or	CCONJ
spir-10030	272	12	decide	decide	VERB
spir-10030	272	13	in	in	ADP
spir-10030	272	14	a	a	DET
spir-10030	272	15	data	data	NOUN
spir-10030	272	16	-	-	PUNCT
spir-10030	272	17	driven	drive	VERB
spir-10030	272	18	society	society	NOUN
spir-10030	272	19	when	when	SCONJ
spir-10030	272	20	we	we	PRON
spir-10030	272	21	see	see	VERB
spir-10030	272	22	stereotypic	stereotypic	ADJ
spir-10030	272	23	predictions	prediction	NOUN
spir-10030	272	24	of	of	ADP
spir-10030	272	25	gender	gender	NOUN
spir-10030	272	26	?	?	PUNCT
spir-10030	273	1	gender	gender	NOUN
spir-10030	273	2	is	be	AUX
spir-10030	273	3	often	often	ADV
spir-10030	273	4	interpreted	interpret	VERB
spir-10030	273	5	binary	binary	NOUN
spir-10030	273	6	as	as	SCONJ
spir-10030	273	7	this	this	DET
spir-10030	273	8	study	study	NOUN
spir-10030	273	9	is	be	AUX
spir-10030	273	10	an	an	DET
spir-10030	273	11	example	example	NOUN
spir-10030	273	12	of	of	ADP
spir-10030	273	13	.	.	PUNCT
spir-10030	274	1	this	this	PRON
spir-10030	274	2	in	in	ADP
spir-10030	274	3	turn	turn	NOUN
spir-10030	274	4	suppress	suppress	VERB
spir-10030	274	5	other	other	ADJ
spir-10030	274	6	gender	gender	NOUN
spir-10030	274	7	forms	form	NOUN
spir-10030	274	8	.	.	PUNCT
spir-10030	275	1	the	the	DET
spir-10030	275	2	reproduction	reproduction	NOUN
spir-10030	275	3	of	of	ADP
spir-10030	275	4	gender	gender	NOUN
spir-10030	275	5	stereotypes	stereotype	NOUN
spir-10030	275	6	one	one	PRON
spir-10030	275	7	can	can	AUX
spir-10030	275	8	claim	claim	VERB
spir-10030	275	9	is	be	AUX
spir-10030	275	10	caused	cause	VERB
spir-10030	275	11	by	by	ADP
spir-10030	275	12	user	user	NOUN
spir-10030	275	13	data	datum	NOUN
spir-10030	275	14	thereby	thereby	ADV
spir-10030	275	15	reflecting	reflect	VERB
spir-10030	275	16	the	the	DET
spir-10030	275	17	society	society	NOUN
spir-10030	275	18	historically	historically	ADV
spir-10030	275	19	or	or	CCONJ
spir-10030	275	20	at	at	ADP
spir-10030	275	21	a	a	DET
spir-10030	275	22	given	give	VERB
spir-10030	275	23	time	time	NOUN
spir-10030	275	24	.	.	PUNCT
spir-10030	276	1	however	however	ADV
spir-10030	276	2	,	,	PUNCT
spir-10030	276	3	when	when	SCONJ
spir-10030	276	4	actions	action	NOUN
spir-10030	276	5	and	and	CCONJ
spir-10030	276	6	decisions	decision	NOUN
spir-10030	276	7	are	be	AUX
spir-10030	276	8	built	build	VERB
spir-10030	276	9	on	on	ADP
spir-10030	276	10	top	top	NOUN
spir-10030	276	11	of	of	ADP
spir-10030	276	12	such	such	ADJ
spir-10030	276	13	stereotypic	stereotypic	ADJ
spir-10030	276	14	predictions	prediction	NOUN
spir-10030	276	15	this	this	PRON
spir-10030	276	16	will	will	AUX
spir-10030	276	17	have	have	VERB
spir-10030	276	18	profound	profound	ADJ
spir-10030	276	19	preservative	preservative	ADJ
spir-10030	276	20	effects	effect	NOUN
spir-10030	276	21	and	and	CCONJ
spir-10030	276	22	stigmatizing	stigmatize	VERB
spir-10030	276	23	individuals	individual	NOUN
spir-10030	276	24	who	who	PRON
spir-10030	276	25	tries	try	VERB
spir-10030	276	26	to	to	PART
spir-10030	276	27	move	move	VERB
spir-10030	276	28	away	away	ADV
spir-10030	276	29	from	from	ADP
spir-10030	276	30	such	such	ADJ
spir-10030	276	31	stereotypes	stereotype	NOUN
spir-10030	276	32	.	.	PUNCT
spir-10030	277	1	one	one	NUM
spir-10030	277	2	solution	solution	NOUN
spir-10030	277	3	would	would	AUX
spir-10030	277	4	be	be	AUX
spir-10030	277	5	to	to	PART
spir-10030	277	6	train	train	VERB
spir-10030	277	7	the	the	DET
spir-10030	277	8	algorithm	algorithm	NOUN
spir-10030	277	9	to	to	PART
spir-10030	277	10	adjust	adjust	VERB
spir-10030	277	11	for	for	ADP
spir-10030	277	12	certain	certain	ADJ
spir-10030	277	13	types	type	NOUN
spir-10030	277	14	of	of	ADP
spir-10030	277	15	stereotypic	stereotypic	ADJ
spir-10030	277	16	images	image	NOUN
spir-10030	277	17	,	,	PUNCT
spir-10030	277	18	but	but	CCONJ
spir-10030	277	19	developers	developer	NOUN
spir-10030	277	20	will	will	AUX
spir-10030	277	21	need	need	VERB
spir-10030	277	22	to	to	PART
spir-10030	277	23	be	be	AUX
spir-10030	277	24	governed	govern	VERB
spir-10030	277	25	by	by	ADP
spir-10030	277	26	general	general	ADJ
spir-10030	277	27	policies	policy	NOUN
spir-10030	277	28	and	and	CCONJ
spir-10030	277	29	ethics	ethic	NOUN
spir-10030	277	30	beforehand	beforehand	ADV
spir-10030	277	31	in	in	ADP
spir-10030	277	32	order	order	NOUN
spir-10030	277	33	not	not	PART
spir-10030	277	34	to	to	PART
spir-10030	277	35	enforce	enforce	VERB
spir-10030	277	36	their	their	PRON
spir-10030	277	37	own	own	ADJ
spir-10030	277	38	individual	individual	ADJ
spir-10030	277	39	politics	politic	NOUN
spir-10030	277	40	.	.	PUNCT
spir-10030	278	1	references	reference	NOUN
spir-10030	278	2	author	author	NOUN
spir-10030	278	3	,	,	PUNCT
spir-10030	278	4	in	in	ADP
spir-10030	278	5	preparation	preparation	NOUN
spir-10030	278	6	barthes	barthe	NOUN
spir-10030	278	7	,	,	PUNCT
spir-10030	278	8	r.	r.	PROPN
spir-10030	278	9	(	(	PUNCT
spir-10030	278	10	1967	1967	NUM
spir-10030	278	11	)	)	PUNCT
spir-10030	278	12	.	.	PUNCT
spir-10030	279	1	image	image	NOUN
spir-10030	279	2	,	,	PUNCT
spir-10030	279	3	music	music	NOUN
spir-10030	279	4	,	,	PUNCT
spir-10030	279	5	text	text	NOUN
spir-10030	279	6	,	,	PUNCT
spir-10030	279	7	new	new	PROPN
spir-10030	279	8	york	york	PROPN
spir-10030	279	9	:	:	PUNCT
spir-10030	279	10	hill	hill	PROPN
spir-10030	279	11	and	and	CCONJ
spir-10030	279	12	wang	wang	PROPN
spir-10030	279	13	.	.	PUNCT
spir-10030	280	1	fodor	fodor	PROPN
spir-10030	280	2	,	,	PUNCT
spir-10030	280	3	j	j	PROPN
spir-10030	280	4	&	&	CCONJ
spir-10030	280	5	pylyshyn	pylyshyn	PROPN
spir-10030	280	6	,	,	PUNCT
spir-10030	280	7	z.w	z.w	PROPN
spir-10030	280	8	.	.	PUNCT
spir-10030	280	9	(	(	PUNCT
spir-10030	280	10	2015	2015	NUM
spir-10030	280	11	)	)	PUNCT
spir-10030	280	12	.	.	PUNCT
spir-10030	281	1	minds	mind	NOUN
spir-10030	281	2	without	without	ADP
spir-10030	281	3	meanings	meaning	NOUN
spir-10030	281	4	:	:	PUNCT
spir-10030	281	5	an	an	DET
spir-10030	281	6	essay	essay	NOUN
spir-10030	281	7	on	on	ADP
spir-10030	281	8	the	the	DET
spir-10030	281	9	content	content	NOUN
spir-10030	281	10	of	of	ADP
spir-10030	281	11	concepts	concept	NOUN
spir-10030	281	12	,	,	PUNCT
spir-10030	281	13	cambridge	cambridge	PROPN
spir-10030	281	14	;	;	PUNCT
spir-10030	281	15	ma	ma	PROPN
spir-10030	281	16	:	:	PUNCT
spir-10030	281	17	mit	mit	PROPN
spir-10030	281	18	press	press	NOUN
spir-10030	281	19	.	.	PUNCT
spir-10030	282	1	gillespie	gillespie	PROPN
spir-10030	282	2	,	,	PUNCT
spir-10030	282	3	t.	t.	PROPN
spir-10030	282	4	(	(	PUNCT
spir-10030	282	5	2014	2014	NUM
spir-10030	282	6	)	)	PUNCT
spir-10030	282	7	.	.	PUNCT
spir-10030	283	1	the	the	DET
spir-10030	283	2	relevance	relevance	NOUN
spir-10030	283	3	of	of	ADP
spir-10030	283	4	algorithms	algorithm	NOUN
spir-10030	283	5	,	,	PUNCT
spir-10030	283	6	in	in	ADP
spir-10030	283	7	media	medium	NOUN
spir-10030	283	8	technologies	technology	NOUN
spir-10030	283	9	,	,	PUNCT
spir-10030	283	10	cambridge	cambridge	PROPN
spir-10030	283	11	,	,	PUNCT
spir-10030	283	12	ma	ma	PROPN
spir-10030	283	13	:	:	PUNCT
spir-10030	283	14	mit	mit	PROPN
spir-10030	283	15	press	press	NOUN
spir-10030	283	16	.	.	PUNCT
spir-10030	284	1	klette	klette	PROPN
spir-10030	284	2	,	,	PUNCT
spir-10030	284	3	r.	r.	PROPN
spir-10030	284	4	(	(	PUNCT
spir-10030	284	5	2014	2014	NUM
spir-10030	284	6	)	)	PUNCT
spir-10030	284	7	.	.	PUNCT
spir-10030	285	1	concise	concise	ADJ
spir-10030	285	2	computer	computer	NOUN
spir-10030	285	3	vision	vision	NOUN
spir-10030	285	4	,	,	PUNCT
spir-10030	285	5	springer	springer	NOUN
spir-10030	285	6	.	.	PUNCT
spir-10030	285	7	rose	rise	VERB
spir-10030	285	8	,	,	PUNCT
spir-10030	285	9	g.	g.	PROPN
spir-10030	285	10	(	(	PUNCT
spir-10030	285	11	2007	2007	NUM
spir-10030	285	12	)	)	PUNCT
spir-10030	285	13	.	.	PUNCT
spir-10030	286	1	visual	visual	ADJ
spir-10030	286	2	methodologies	methodology	NOUN
spir-10030	286	3	:	:	PUNCT
spir-10030	286	4	an	an	DET
spir-10030	286	5	introduction	introduction	NOUN
spir-10030	286	6	to	to	ADP
spir-10030	286	7	interpretation	interpretation	NOUN
spir-10030	286	8	of	of	ADP
spir-10030	286	9	visual	visual	ADJ
spir-10030	286	10	materials	material	NOUN
spir-10030	286	11	,	,	PUNCT
spir-10030	286	12	london	london	PROPN
spir-10030	286	13	:	:	PUNCT
spir-10030	286	14	sage	sage	NOUN
spir-10030	286	15	.	.	PUNCT
spir-10030	287	1	sandvig	sandvig	PROPN
spir-10030	287	2	,	,	PUNCT
spir-10030	287	3	c.	c.	PROPN
spir-10030	287	4	,	,	PUNCT
spir-10030	287	5	hamilton	hamilton	PROPN
spir-10030	287	6	,	,	PUNCT
spir-10030	287	7	k.	k.	PROPN
spir-10030	287	8	,	,	PUNCT
spir-10030	287	9	karahalios	karahalios	PROPN
spir-10030	287	10	,	,	PUNCT
spir-10030	287	11	k.	k.	PROPN
spir-10030	287	12	,	,	PUNCT
spir-10030	287	13	&	&	CCONJ
spir-10030	287	14	langbort	langbort	ADJ
spir-10030	287	15	,	,	PUNCT
spir-10030	287	16	c.	c.	PROPN
spir-10030	287	17	(	(	PUNCT
spir-10030	287	18	2014	2014	NUM
spir-10030	287	19	)	)	PUNCT
spir-10030	287	20	.	.	PUNCT
spir-10030	288	1	auditing	audit	VERB
spir-10030	288	2	algorithms	algorithm	NOUN
spir-10030	288	3	:	:	PUNCT
spir-10030	288	4	research	research	NOUN
spir-10030	288	5	methods	method	NOUN
spir-10030	288	6	for	for	ADP
spir-10030	288	7	detecting	detect	VERB
spir-10030	288	8	discrimination	discrimination	NOUN
spir-10030	288	9	on	on	ADP
spir-10030	288	10	internet	internet	NOUN
spir-10030	288	11	platforms	platform	NOUN
spir-10030	288	12	,	,	PUNCT
spir-10030	288	13	ica	ica	PROPN
spir-10030	288	14	,	,	PUNCT
spir-10030	288	15	seattle	seattle	PROPN
spir-10030	288	16	,	,	PUNCT
spir-10030	288	17	wa	wa	PROPN
spir-10030	288	18	,	,	PUNCT
spir-10030	288	19	usa	usa	PROPN
spir-10030	288	20	.	.	PROPN
spir-10030	288	21	star	star	PROPN
spir-10030	288	22	,	,	PUNCT
spir-10030	288	23	s.	s.	PROPN
spir-10030	288	24	l.	l.	PROPN
spir-10030	288	25	(	(	PUNCT
spir-10030	288	26	1991	1991	NUM
spir-10030	288	27	)	)	PUNCT
spir-10030	288	28	.	.	PUNCT
spir-10030	289	1	power	power	NOUN
spir-10030	289	2	,	,	PUNCT
spir-10030	289	3	technology	technology	NOUN
spir-10030	289	4	and	and	CCONJ
spir-10030	289	5	the	the	DET
spir-10030	289	6	phenomenology	phenomenology	NOUN
spir-10030	289	7	of	of	ADP
spir-10030	289	8	conventions	convention	NOUN
spir-10030	289	9	:	:	PUNCT
spir-10030	289	10	on	on	ADP
spir-10030	289	11	being	be	AUX
spir-10030	289	12	allergic	allergic	ADJ
spir-10030	289	13	to	to	ADP
spir-10030	289	14	onions	onion	NOUN
spir-10030	289	15	,	,	PUNCT
spir-10030	289	16	in	in	ADP
spir-10030	289	17	law	law	NOUN
spir-10030	289	18	,	,	PUNCT
spir-10030	289	19	j	j	PROPN
spir-10030	289	20	(	(	PUNCT
spir-10030	289	21	ed	ed	NOUN
spir-10030	289	22	.	.	PUNCT
spir-10030	289	23	)	)	PUNCT
spir-10030	290	1	a	a	DET
spir-10030	290	2	sociology	sociology	NOUN
spir-10030	290	3	of	of	ADP
spir-10030	290	4	monsters	monster	NOUN
spir-10030	290	5	,	,	PUNCT
spir-10030	290	6	london	london	PROPN
spir-10030	290	7	:	:	PUNCT
spir-10030	290	8	routledge	routledge	PROPN
spir-10030	290	9	.	.	PUNCT
spir-10030	291	1	sweeney	sweeney	PROPN
spir-10030	291	2	l.	l.	PROPN
spir-10030	291	3	(	(	PUNCT
spir-10030	291	4	2013	2013	NUM
spir-10030	291	5	)	)	PUNCT
spir-10030	291	6	.	.	PUNCT
spir-10030	292	1	discrimination	discrimination	NOUN
spir-10030	292	2	in	in	ADP
spir-10030	292	3	online	online	ADJ
spir-10030	292	4	ad	ad	NOUN
spir-10030	292	5	delivery	delivery	NOUN
spir-10030	292	6	.	.	PUNCT
spir-10030	293	1	communications	communication	NOUN
spir-10030	293	2	of	of	ADP
spir-10030	293	3	the	the	DET
spir-10030	293	4	acm	acm	NOUN
spir-10030	293	5	,	,	PUNCT
spir-10030	293	6	56	56	NUM
spir-10030	293	7	,	,	PUNCT
spir-10030	293	8	5	5	NUM
spir-10030	293	9	,	,	PUNCT
spir-10030	293	10	44	44	NUM
spir-10030	293	11	-	-	SYM
spir-10030	293	12	54	54	NUM
spir-10030	293	13	.	.	PUNCT
spir-10030	294	1	vanrullen	vanrullen	VERB
spir-10030	294	2	,	,	PUNCT
spir-10030	294	3	r.	r.	PROPN
spir-10030	294	4	(	(	PUNCT
spir-10030	294	5	2017	2017	NUM
spir-10030	294	6	)	)	PUNCT
spir-10030	294	7	.	.	PUNCT
spir-10030	295	1	perception	perception	NOUN
spir-10030	295	2	science	science	NOUN
spir-10030	295	3	in	in	ADP
spir-10030	295	4	the	the	DET
spir-10030	295	5	age	age	NOUN
spir-10030	295	6	of	of	ADP
spir-10030	295	7	deep	deep	ADJ
spir-10030	295	8	neural	neural	ADJ
spir-10030	295	9	networks	network	NOUN
spir-10030	295	10	,	,	PUNCT
spir-10030	295	11	frontiers	frontier	NOUN
spir-10030	295	12	in	in	ADP
spir-10030	295	13	psychology	psychology	NOUN
spir-10030	295	14	,	,	PUNCT
spir-10030	295	15	8	8	NUM
spir-10030	295	16	,	,	PUNCT
spir-10030	295	17	142	142	NUM
spir-10030	295	18	.	.	PUNCT
spir-10030	296	1	picture	picture	VERB
spir-10030	296	2	oneself	oneself	PRON
spir-10030	296	3	into	into	ADP
spir-10030	296	4	being	be	AUX
spir-10030	296	5	bent	bent	ADJ
spir-10030	296	6	fausing	fause	VERB
spir-10030	296	7	nors	nor	NOUN
spir-10030	296	8	,	,	PUNCT
spir-10030	296	9	university	university	PROPN
spir-10030	296	10	of	of	ADP
spir-10030	296	11	copenhagen	copenhagen	PROPN
spir-10030	296	12	,	,	PUNCT
spir-10030	296	13	media	medium	NOUN
spir-10030	296	14	and	and	CCONJ
spir-10030	296	15	communication	communication	NOUN
spir-10030	296	16	department	department	NOUN
spir-10030	296	17	the	the	DET
spir-10030	296	18	visual	visual	ADJ
spir-10030	296	19	turn	turn	NOUN
spir-10030	296	20	has	have	AUX
spir-10030	296	21	been	be	AUX
spir-10030	296	22	introduced	introduce	VERB
spir-10030	296	23	and	and	CCONJ
spir-10030	296	24	discussed	discuss	VERB
spir-10030	296	25	since	since	SCONJ
spir-10030	296	26	around	around	ADP
spir-10030	296	27	2000	2000	NUM
spir-10030	296	28	,	,	PUNCT
spir-10030	296	29	as	as	ADP
spir-10030	296	30	an	an	DET
spir-10030	296	31	opposition	opposition	NOUN
spir-10030	296	32	to	to	ADP
spir-10030	296	33	the	the	DET
spir-10030	296	34	linguistic	linguistic	ADJ
spir-10030	296	35	turn	turn	NOUN
spir-10030	296	36	around	around	ADP
spir-10030	296	37	1900	1900	NUM
spir-10030	296	38	.	.	PUNCT
spir-10030	297	1	even	even	ADV
spir-10030	297	2	though	though	SCONJ
spir-10030	297	3	the	the	DET
spir-10030	297	4	internet	internet	NOUN
spir-10030	297	5	was	be	AUX
spir-10030	297	6	still	still	ADV
spir-10030	297	7	approached	approach	VERB
spir-10030	297	8	as	as	ADP
spir-10030	297	9	a	a	DET
spir-10030	297	10	media	medium	NOUN
spir-10030	297	11	of	of	ADP
spir-10030	297	12	words	word	NOUN
spir-10030	297	13	.	.	PUNCT
spir-10030	298	1	since	since	SCONJ
spir-10030	298	2	then	then	ADV
spir-10030	298	3	social	social	ADJ
spir-10030	298	4	media	medium	NOUN
spir-10030	298	5	and	and	CCONJ
spir-10030	298	6	the	the	DET
spir-10030	298	7	internet	internet	NOUN
spir-10030	298	8	turned	turn	VERB
spir-10030	298	9	more	more	ADV
spir-10030	298	10	and	and	CCONJ
spir-10030	298	11	more	more	ADJ
spir-10030	298	12	towards	towards	ADP
spir-10030	298	13	the	the	DET
spir-10030	298	14	visuals	visual	NOUN
spir-10030	298	15	:	:	PUNCT
spir-10030	298	16	instagram	instagram	PROPN
spir-10030	298	17	,	,	PUNCT
spir-10030	298	18	pinterest	pinter	ADJ
spir-10030	298	19	,	,	PUNCT
spir-10030	298	20	facebook	facebook	PROPN
spir-10030	298	21	’s	’s	PART
spir-10030	299	1	timeline	timeline	NOUN
spir-10030	299	2	,	,	PUNCT
spir-10030	299	3	snapchat	snapchat	X
spir-10030	299	4	,	,	PUNCT
spir-10030	299	5	and	and	CCONJ
spir-10030	299	6	pokémon	pokémon	NOUN
spir-10030	299	7	go	go	VERB
spir-10030	299	8	.	.	PUNCT
spir-10030	300	1	in	in	ADP
spir-10030	300	2	2015	2015	NUM
spir-10030	300	3	media	medium	NOUN
spir-10030	300	4	scholar	scholar	NOUN
spir-10030	300	5	,	,	PUNCT
spir-10030	300	6	nicholas	nicholas	PROPN
spir-10030	300	7	mirzoeff	mirzoeff	PROPN
spir-10030	300	8	pointed	point	VERB
spir-10030	300	9	out	out	ADP
spir-10030	300	10	that	that	SCONJ
spir-10030	300	11	the	the	DET
spir-10030	300	12	most	most	ADV
spir-10030	300	13	notable	notable	ADJ
spir-10030	300	14	uses	use	NOUN
spir-10030	300	15	of	of	ADP
spir-10030	300	16	the	the	DET
spir-10030	300	17	internet	internet	NOUN
spir-10030	300	18	is	be	AUX
spir-10030	300	19	to	to	PART
spir-10030	300	20	create	create	VERB
spir-10030	300	21	,	,	PUNCT
spir-10030	300	22	send	send	VERB
spir-10030	300	23	and	and	CCONJ
spir-10030	300	24	view	view	VERB
spir-10030	300	25	images	image	NOUN
spir-10030	300	26	of	of	ADP
spir-10030	300	27	all	all	DET
spir-10030	300	28	kinds	kind	NOUN
spir-10030	300	29	.	.	PUNCT
spir-10030	301	1	three	three	NUM
spir-10030	301	2	matters	matter	NOUN
spir-10030	301	3	will	will	AUX
spir-10030	301	4	be	be	AUX
spir-10030	301	5	investigated	investigate	VERB
spir-10030	301	6	in	in	ADP
spir-10030	301	7	my	my	PRON
spir-10030	301	8	presentation	presentation	NOUN
spir-10030	301	9	,	,	PUNCT
spir-10030	301	10	1	1	NUM
spir-10030	301	11	)	)	PUNCT
spir-10030	301	12	why	why	SCONJ
spir-10030	301	13	does	do	AUX
spir-10030	301	14	this	this	DET
spir-10030	301	15	change	change	NOUN
spir-10030	301	16	occur	occur	VERB
spir-10030	301	17	,	,	PUNCT
spir-10030	301	18	2	2	X
spir-10030	301	19	)	)	PUNCT
spir-10030	301	20	what	what	PRON
spir-10030	301	21	is	be	AUX
spir-10030	301	22	an	an	DET
spir-10030	301	23	image	image	NOUN
spir-10030	301	24	–	–	PUNCT
spir-10030	301	25	and	and	CCONJ
spir-10030	301	26	what	what	PRON
spir-10030	301	27	is	be	AUX
spir-10030	301	28	an	an	DET
spir-10030	301	29	image	image	NOUN
spir-10030	301	30	in	in	ADP
spir-10030	301	31	the	the	DET
spir-10030	301	32	age	age	NOUN
spir-10030	301	33	of	of	ADP
spir-10030	301	34	the	the	DET
spir-10030	301	35	internet	internet	NOUN
spir-10030	301	36	,	,	PUNCT
spir-10030	301	37	and	and	CCONJ
spir-10030	301	38	3	3	X
spir-10030	301	39	)	)	PUNCT
spir-10030	301	40	what	what	PRON
spir-10030	301	41	is	be	AUX
spir-10030	301	42	the	the	DET
spir-10030	301	43	relation	relation	NOUN
spir-10030	301	44	between	between	ADP
spir-10030	301	45	the	the	DET
spir-10030	301	46	images	image	NOUN
spir-10030	301	47	and	and	CCONJ
spir-10030	301	48	the	the	DET
spir-10030	301	49	subject	subject	NOUN
spir-10030	301	50	at	at	ADP
spir-10030	301	51	the	the	DET
spir-10030	301	52	screen	screen	NOUN
spir-10030	301	53	.	.	PUNCT
spir-10030	302	1	or	or	CCONJ
spir-10030	302	2	to	to	PART
spir-10030	302	3	rephrase	rephrase	VERB
spir-10030	302	4	the	the	DET
spir-10030	302	5	last	last	ADJ
spir-10030	302	6	:	:	PUNCT
spir-10030	302	7	why	why	SCONJ
spir-10030	302	8	are	be	AUX
spir-10030	302	9	the	the	DET
spir-10030	302	10	images	image	NOUN
spir-10030	302	11	so	so	ADV
spir-10030	302	12	important	important	ADJ
spir-10030	302	13	?	?	PUNCT
spir-10030	303	1	i	i	PRON
spir-10030	303	2	will	will	AUX
spir-10030	303	3	investigate	investigate	VERB
spir-10030	303	4	these	these	DET
spir-10030	303	5	three	three	NUM
spir-10030	303	6	matters	matter	NOUN
spir-10030	303	7	via	via	ADP
spir-10030	303	8	analysis	analysis	NOUN
spir-10030	303	9	of	of	ADP
spir-10030	303	10	two	two	NUM
spir-10030	303	11	tv	tv	NOUN
spir-10030	303	12	-	-	PUNCT
spir-10030	303	13	commercials	commercial	NOUN
spir-10030	303	14	for	for	ADP
spir-10030	303	15	smartphones	smartphone	NOUN
spir-10030	303	16	from	from	ADP
spir-10030	303	17	2007	2007	NUM
spir-10030	303	18	and	and	CCONJ
spir-10030	303	19	2016	2016	NUM
spir-10030	303	20	.	.	PUNCT
spir-10030	304	1	the	the	DET
spir-10030	304	2	analysis	analysis	NOUN
spir-10030	304	3	will	will	AUX
spir-10030	304	4	investigate	investigate	VERB
spir-10030	304	5	images	image	NOUN
spir-10030	304	6	and	and	CCONJ
spir-10030	304	7	bodies	body	NOUN
spir-10030	304	8	,	,	PUNCT
spir-10030	304	9	images	image	NOUN
spir-10030	304	10	as	as	ADP
spir-10030	304	11	affect	affect	NOUN
spir-10030	304	12	,	,	PUNCT
spir-10030	304	13	images	image	NOUN
spir-10030	304	14	and	and	CCONJ
spir-10030	304	15	trauma	trauma	NOUN
spir-10030	304	16	in	in	ADP
spir-10030	304	17	the	the	DET
spir-10030	304	18	tv	tv	NOUN
spir-10030	304	19	-	-	PUNCT
spir-10030	304	20	commercials	commercial	NOUN
spir-10030	304	21	through	through	ADP
spir-10030	304	22	the	the	DET
spir-10030	304	23	following	follow	VERB
spir-10030	304	24	theoretical	theoretical	ADJ
spir-10030	304	25	approaches	approach	NOUN
spir-10030	304	26	:	:	PUNCT
spir-10030	304	27	the	the	DET
spir-10030	304	28	image	image	NOUN
spir-10030	304	29	and	and	CCONJ
spir-10030	304	30	body	body	NOUN
spir-10030	304	31	the	the	DET
spir-10030	304	32	body	body	NOUN
spir-10030	304	33	creates	create	VERB
spir-10030	304	34	the	the	DET
spir-10030	304	35	images	image	NOUN
spir-10030	304	36	.	.	PUNCT
spir-10030	305	1	reality	reality	NOUN
spir-10030	305	2	has	have	AUX
spir-10030	305	3	been	be	AUX
spir-10030	305	4	imaged	image	VERB
spir-10030	305	5	and	and	CCONJ
spir-10030	305	6	shaped	shape	VERB
spir-10030	305	7	,	,	PUNCT
spir-10030	305	8	through	through	ADP
spir-10030	305	9	our	our	PRON
spir-10030	305	10	bodies	body	NOUN
spir-10030	305	11	and	and	CCONJ
spir-10030	305	12	senses	sense	NOUN
spir-10030	305	13	.	.	PUNCT
spir-10030	306	1	we	we	PRON
spir-10030	306	2	can	can	AUX
spir-10030	306	3	not	not	PART
spir-10030	306	4	comprehend	comprehend	VERB
spir-10030	306	5	it	it	PRON
spir-10030	306	6	,	,	PUNCT
spir-10030	306	7	if	if	SCONJ
spir-10030	306	8	we	we	PRON
spir-10030	306	9	do	do	AUX
spir-10030	306	10	not	not	PART
spir-10030	306	11	shape	shape	VERB
spir-10030	306	12	it	it	PRON
spir-10030	306	13	into	into	ADP
spir-10030	306	14	images	image	NOUN
spir-10030	306	15	,	,	PUNCT
spir-10030	306	16	which	which	PRON
spir-10030	306	17	we	we	PRON
spir-10030	306	18	can	can	AUX
spir-10030	306	19	sense	sense	VERB
spir-10030	306	20	and	and	CCONJ
spir-10030	306	21	tell	tell	VERB
spir-10030	306	22	others	other	NOUN
spir-10030	306	23	about	about	ADP
spir-10030	306	24	.	.	PUNCT
spir-10030	307	1	reality	reality	NOUN
spir-10030	307	2	is	be	AUX
spir-10030	307	3	too	too	ADV
spir-10030	307	4	much	much	ADJ
spir-10030	307	5	to	to	PART
spir-10030	307	6	take	take	VERB
spir-10030	307	7	in	in	ADP
spir-10030	307	8	directly	directly	ADV
spir-10030	307	9	;	;	PUNCT
spir-10030	307	10	therefore	therefore	ADV
spir-10030	307	11	,	,	PUNCT
spir-10030	307	12	we	we	PRON
spir-10030	307	13	must	must	AUX
spir-10030	307	14	ritualize	ritualize	VERB
spir-10030	307	15	it	it	PRON
spir-10030	307	16	and	and	CCONJ
spir-10030	307	17	make	make	VERB
spir-10030	307	18	it	it	PRON
spir-10030	307	19	into	into	ADP
spir-10030	307	20	images	image	NOUN
spir-10030	307	21	.	.	PUNCT
spir-10030	308	1	it	it	PRON
spir-10030	308	2	can	can	AUX
spir-10030	308	3	only	only	ADV
spir-10030	308	4	be	be	AUX
spir-10030	308	5	transmitted	transmit	VERB
spir-10030	308	6	and	and	CCONJ
spir-10030	308	7	comprehended	comprehend	VERB
spir-10030	308	8	through	through	ADP
spir-10030	308	9	all	all	DET
spir-10030	308	10	the	the	DET
spir-10030	308	11	different	different	ADJ
spir-10030	308	12	kinds	kind	NOUN
spir-10030	308	13	of	of	ADP
spir-10030	308	14	images	image	NOUN
spir-10030	308	15	we	we	PRON
spir-10030	308	16	constantly	constantly	ADV
spir-10030	308	17	create	create	VERB
spir-10030	308	18	of	of	ADP
spir-10030	308	19	it	it	PRON
spir-10030	308	20	through	through	ADP
spir-10030	308	21	the	the	DET
spir-10030	308	22	body	body	NOUN
spir-10030	308	23	–	–	PUNCT
spir-10030	308	24	internal	internal	ADJ
spir-10030	308	25	,	,	PUNCT
spir-10030	308	26	external	external	ADJ
spir-10030	308	27	,	,	PUNCT
spir-10030	308	28	concrete	concrete	ADJ
spir-10030	308	29	,	,	PUNCT
spir-10030	308	30	abstract	abstract	ADJ
spir-10030	308	31	,	,	PUNCT
spir-10030	308	32	as	as	ADP
spir-10030	308	33	sounds	sound	NOUN
spir-10030	308	34	,	,	PUNCT
spir-10030	308	35	as	as	ADP
spir-10030	308	36	things	thing	NOUN
spir-10030	308	37	we	we	PRON
spir-10030	308	38	taste	taste	VERB
spir-10030	308	39	and	and	CCONJ
spir-10030	308	40	touch	touch	NOUN
spir-10030	308	41	,	,	PUNCT
spir-10030	308	42	as	as	SCONJ
spir-10030	308	43	affects	affect	NOUN
spir-10030	308	44	etc	etc	X
spir-10030	308	45	.	.	X
spir-10030	309	1	the	the	DET
spir-10030	309	2	sensoric	sensoric	ADJ
spir-10030	309	3	images	image	NOUN
spir-10030	309	4	or	or	CCONJ
spir-10030	309	5	perceptual	perceptual	ADJ
spir-10030	309	6	images	image	NOUN
spir-10030	309	7	,	,	PUNCT
spir-10030	309	8	are	be	AUX
spir-10030	309	9	created	create	VERB
spir-10030	309	10	and	and	CCONJ
spir-10030	309	11	put	put	VERB
spir-10030	309	12	together	together	ADV
spir-10030	309	13	almost	almost	ADV
spir-10030	309	14	like	like	ADP
spir-10030	309	15	pixels	pixel	NOUN
spir-10030	309	16	by	by	ADP
spir-10030	309	17	all	all	DET
spir-10030	309	18	the	the	DET
spir-10030	309	19	senses	sense	NOUN
spir-10030	309	20	of	of	ADP
spir-10030	309	21	the	the	DET
spir-10030	309	22	body	body	NOUN
spir-10030	309	23	.	.	PUNCT
spir-10030	310	1	we	we	PRON
spir-10030	310	2	pick	pick	VERB
spir-10030	310	3	up	up	ADP
spir-10030	310	4	the	the	DET
spir-10030	310	5	world	world	NOUN
spir-10030	310	6	and	and	CCONJ
spir-10030	310	7	form	form	VERB
spir-10030	310	8	it	it	PRON
spir-10030	310	9	through	through	ADP
spir-10030	310	10	the	the	DET
spir-10030	310	11	images	image	NOUN
spir-10030	310	12	we	we	PRON
spir-10030	310	13	shape	shape	VERB
spir-10030	310	14	and	and	CCONJ
spir-10030	310	15	seek	seek	VERB
spir-10030	310	16	out	out	ADP
spir-10030	310	17	.	.	PUNCT
spir-10030	311	1	we	we	PRON
spir-10030	311	2	go	go	VERB
spir-10030	311	3	out	out	ADP
spir-10030	311	4	into	into	ADP
spir-10030	311	5	the	the	DET
spir-10030	311	6	world	world	NOUN
spir-10030	311	7	with	with	ADP
spir-10030	311	8	our	our	PRON
spir-10030	311	9	images	image	NOUN
spir-10030	311	10	and	and	CCONJ
spir-10030	311	11	the	the	DET
spir-10030	311	12	world	world	NOUN
spir-10030	311	13	enters	enter	VERB
spir-10030	311	14	us	we	PRON
spir-10030	311	15	through	through	ADP
spir-10030	311	16	its	its	PRON
spir-10030	311	17	images	image	NOUN
spir-10030	311	18	.	.	PUNCT
spir-10030	312	1	the	the	DET
spir-10030	312	2	body	body	NOUN
spir-10030	312	3	is	be	AUX
spir-10030	312	4	the	the	DET
spir-10030	312	5	meeting	meeting	NOUN
spir-10030	312	6	point	point	NOUN
spir-10030	312	7	and	and	CCONJ
spir-10030	312	8	intermediate	intermediate	ADJ
spir-10030	312	9	link	link	NOUN
spir-10030	312	10	for	for	ADP
spir-10030	312	11	the	the	DET
spir-10030	312	12	images	image	NOUN
spir-10030	312	13	,	,	PUNCT
spir-10030	312	14	which	which	PRON
spir-10030	312	15	come	come	VERB
spir-10030	312	16	to	to	ADP
spir-10030	312	17	and	and	CCONJ
spir-10030	312	18	from	from	ADP
spir-10030	312	19	us	we	PRON
spir-10030	312	20	.	.	PUNCT
spir-10030	313	1	we	we	PRON
spir-10030	313	2	are	be	AUX
spir-10030	313	3	not	not	PART
spir-10030	313	4	only	only	ADV
spir-10030	313	5	sensing	sense	VERB
spir-10030	313	6	subjects	subject	NOUN
spir-10030	313	7	;	;	PUNCT
spir-10030	313	8	we	we	PRON
spir-10030	313	9	are	be	AUX
spir-10030	313	10	constantly	constantly	ADV
spir-10030	313	11	symbolizing	symbolize	VERB
spir-10030	313	12	and	and	CCONJ
spir-10030	313	13	getting	get	VERB
spir-10030	313	14	hold	hold	NOUN
spir-10030	313	15	of	of	ADP
spir-10030	313	16	our	our	PRON
spir-10030	313	17	sense	sense	NOUN
spir-10030	313	18	datum	datum	NOUN
spir-10030	313	19	through	through	ADP
spir-10030	313	20	images	image	NOUN
spir-10030	313	21	.	.	PUNCT
spir-10030	314	1	to	to	PART
spir-10030	314	2	see	see	VERB
spir-10030	314	3	and	and	CCONJ
spir-10030	314	4	sense	sense	NOUN
spir-10030	314	5	is	be	AUX
spir-10030	314	6	in	in	ADP
spir-10030	314	7	itself	itself	PRON
spir-10030	314	8	a	a	DET
spir-10030	314	9	way	way	NOUN
spir-10030	314	10	of	of	ADP
spir-10030	314	11	formulating	formulating	NOUN
spir-10030	314	12	.	.	PUNCT
spir-10030	315	1	it	it	PRON
spir-10030	315	2	is	be	AUX
spir-10030	315	3	a	a	DET
spir-10030	315	4	need	need	NOUN
spir-10030	315	5	so	so	ADV
spir-10030	315	6	great	great	ADJ
spir-10030	315	7	that	that	SCONJ
spir-10030	315	8	we	we	PRON
spir-10030	315	9	can	can	AUX
spir-10030	315	10	not	not	PART
spir-10030	315	11	stop	stop	VERB
spir-10030	315	12	it	it	PRON
spir-10030	315	13	.	.	PUNCT
spir-10030	316	1	the	the	DET
spir-10030	316	2	images	image	NOUN
spir-10030	316	3	must	must	AUX
spir-10030	316	4	come	come	VERB
spir-10030	316	5	out	out	ADP
spir-10030	316	6	–	–	PUNCT
spir-10030	316	7	in	in	ADP
spir-10030	316	8	dreams	dream	NOUN
spir-10030	316	9	,	,	PUNCT
spir-10030	316	10	in	in	ADP
spir-10030	316	11	concrete	concrete	ADJ
spir-10030	316	12	pictures	picture	NOUN
spir-10030	316	13	,	,	PUNCT
spir-10030	316	14	constructed	construct	VERB
spir-10030	316	15	or	or	CCONJ
spir-10030	316	16	not	not	PART
spir-10030	316	17	,	,	PUNCT
spir-10030	316	18	in	in	ADP
spir-10030	316	19	phantasms	phantasm	NOUN
spir-10030	316	20	,	,	PUNCT
spir-10030	316	21	in	in	ADP
spir-10030	316	22	sound	sound	ADJ
spir-10030	316	23	images	image	NOUN
spir-10030	316	24	,	,	PUNCT
spir-10030	316	25	in	in	ADP
spir-10030	316	26	the	the	DET
spir-10030	316	27	metaphors	metaphor	NOUN
spir-10030	316	28	of	of	ADP
spir-10030	316	29	words	word	NOUN
spir-10030	316	30	,	,	PUNCT
spir-10030	316	31	in	in	ADP
spir-10030	316	32	bodily	bodily	ADJ
spir-10030	316	33	expressions	expression	NOUN
spir-10030	316	34	,	,	PUNCT
spir-10030	316	35	in	in	ADP
spir-10030	316	36	sensations	sensation	NOUN
spir-10030	316	37	of	of	ADP
spir-10030	316	38	textures	texture	NOUN
spir-10030	316	39	,	,	PUNCT
spir-10030	316	40	and	and	CCONJ
spir-10030	316	41	in	in	ADP
spir-10030	316	42	synesthetic	synesthetic	ADJ
spir-10030	316	43	sensing	sensing	NOUN
spir-10030	316	44	.	.	PUNCT
spir-10030	317	1	the	the	DET
spir-10030	317	2	world	world	NOUN
spir-10030	317	3	is	be	AUX
spir-10030	317	4	perceived	perceive	VERB
spir-10030	317	5	from	from	ADP
spir-10030	317	6	the	the	DET
spir-10030	317	7	inside	inside	NOUN
spir-10030	317	8	through	through	ADP
spir-10030	317	9	the	the	DET
spir-10030	317	10	body	body	NOUN
spir-10030	317	11	and	and	CCONJ
spir-10030	317	12	we	we	PRON
spir-10030	317	13	have	have	VERB
spir-10030	317	14	the	the	DET
spir-10030	317	15	possibility	possibility	NOUN
spir-10030	317	16	to	to	PART
spir-10030	317	17	look	look	VERB
spir-10030	317	18	at	at	ADP
spir-10030	317	19	it	it	PRON
spir-10030	317	20	from	from	ADP
spir-10030	317	21	the	the	DET
spir-10030	317	22	outside	outside	NOUN
spir-10030	317	23	through	through	ADP
spir-10030	317	24	the	the	DET
spir-10030	317	25	images	image	NOUN
spir-10030	317	26	,	,	PUNCT
spir-10030	317	27	which	which	PRON
spir-10030	317	28	are	be	AUX
spir-10030	317	29	made	make	VERB
spir-10030	317	30	from	from	ADP
spir-10030	317	31	this	this	DET
spir-10030	317	32	material	material	NOUN
spir-10030	317	33	.	.	PUNCT
spir-10030	318	1	these	these	DET
spir-10030	318	2	images	image	NOUN
spir-10030	318	3	are	be	AUX
spir-10030	318	4	made	make	VERB
spir-10030	318	5	from	from	ADP
spir-10030	318	6	our	our	PRON
spir-10030	318	7	subjective	subjective	ADJ
spir-10030	318	8	point	point	NOUN
spir-10030	318	9	of	of	ADP
spir-10030	318	10	view	view	NOUN
spir-10030	318	11	through	through	ADP
spir-10030	318	12	the	the	DET
spir-10030	318	13	visuals	visual	NOUN
spir-10030	318	14	and	and	CCONJ
spir-10030	318	15	the	the	DET
spir-10030	318	16	affects	affect	NOUN
spir-10030	318	17	from	from	ADP
spir-10030	318	18	the	the	DET
spir-10030	318	19	outside	outside	ADJ
spir-10030	318	20	world	world	NOUN
spir-10030	318	21	,	,	PUNCT
spir-10030	318	22	and	and	CCONJ
spir-10030	318	23	the	the	DET
spir-10030	318	24	increasingly	increasingly	ADV
spir-10030	318	25	significant	significant	ADJ
spir-10030	318	26	visuals	visual	NOUN
spir-10030	318	27	on	on	ADP
spir-10030	318	28	the	the	DET
spir-10030	318	29	internet	internet	NOUN
spir-10030	318	30	and	and	CCONJ
spir-10030	318	31	the	the	DET
spir-10030	318	32	social	social	ADJ
spir-10030	318	33	media	medium	NOUN
spir-10030	318	34	.	.	PUNCT
spir-10030	319	1	the	the	DET
spir-10030	319	2	images	image	NOUN
spir-10030	319	3	need	need	VERB
spir-10030	319	4	an	an	DET
spir-10030	319	5	intersubjective	intersubjective	ADJ
spir-10030	319	6	form	form	NOUN
spir-10030	319	7	to	to	PART
spir-10030	319	8	be	be	AUX
spir-10030	319	9	able	able	ADJ
spir-10030	319	10	to	to	PART
spir-10030	319	11	communicate	communicate	VERB
spir-10030	319	12	with	with	ADP
spir-10030	319	13	others	other	NOUN
spir-10030	319	14	.	.	PUNCT
spir-10030	320	1	in	in	ADP
spir-10030	320	2	that	that	DET
spir-10030	320	3	way	way	NOUN
spir-10030	320	4	,	,	PUNCT
spir-10030	320	5	new	new	ADJ
spir-10030	320	6	visual	visual	ADJ
spir-10030	320	7	conversation	conversation	NOUN
spir-10030	320	8	medias	media	NOUN
spir-10030	320	9	are	be	AUX
spir-10030	320	10	created	create	VERB
spir-10030	320	11	.	.	PUNCT
spir-10030	321	1	image	image	NOUN
spir-10030	321	2	and	and	CCONJ
spir-10030	321	3	affect	affect	VERB
spir-10030	321	4	in	in	ADP
spir-10030	321	5	the	the	DET
spir-10030	321	6	beginning	beginning	NOUN
spir-10030	321	7	was	be	AUX
spir-10030	321	8	the	the	DET
spir-10030	321	9	emotion	emotion	NOUN
spir-10030	321	10	,	,	PUNCT
spir-10030	321	11	the	the	DET
spir-10030	321	12	affect	affect	NOUN
spir-10030	321	13	,	,	PUNCT
spir-10030	321	14	julia	julia	PROPN
spir-10030	321	15	kristeva	kristeva	PROPN
spir-10030	321	16	claims	claim	VERB
spir-10030	321	17	:	:	PUNCT
spir-10030	321	18	"	"	PUNCT
spir-10030	321	19	in	in	ADP
spir-10030	321	20	the	the	DET
spir-10030	321	21	beginning	beginning	NOUN
spir-10030	321	22	was	be	AUX
spir-10030	321	23	the	the	DET
spir-10030	321	24	word	word	NOUN
spir-10030	321	25	,	,	PUNCT
spir-10030	321	26	says	say	VERB
spir-10030	321	27	the	the	DET
spir-10030	321	28	genesis	genesis	NOUN
spir-10030	321	29	.	.	PUNCT
spir-10030	322	1	no	no	INTJ
spir-10030	322	2	!	!	PUNCT
spir-10030	323	1	in	in	ADP
spir-10030	323	2	the	the	DET
spir-10030	323	3	beginning	beginning	NOUN
spir-10030	323	4	was	be	AUX
spir-10030	323	5	the	the	DET
spir-10030	323	6	affect	affect	NOUN
spir-10030	323	7	.	.	PUNCT
spir-10030	324	1	the	the	DET
spir-10030	324	2	word	word	NOUN
spir-10030	324	3	came	come	VERB
spir-10030	324	4	later	later	ADV
spir-10030	324	5	.	.	PUNCT
spir-10030	324	6	"	"	PUNCT
spir-10030	325	1	the	the	DET
spir-10030	325	2	language	language	NOUN
spir-10030	325	3	came	come	VERB
spir-10030	325	4	afterwards	afterwards	ADV
spir-10030	325	5	,	,	PUNCT
spir-10030	325	6	because	because	SCONJ
spir-10030	325	7	it	it	PRON
spir-10030	325	8	is	be	AUX
spir-10030	325	9	the	the	DET
spir-10030	325	10	response	response	NOUN
spir-10030	325	11	to	to	ADP
spir-10030	325	12	and	and	CCONJ
spir-10030	325	13	is	be	AUX
spir-10030	325	14	the	the	DET
spir-10030	325	15	processing	processing	NOUN
spir-10030	325	16	of	of	ADP
spir-10030	325	17	an	an	DET
spir-10030	325	18	affective	affective	ADJ
spir-10030	325	19	world	world	NOUN
spir-10030	325	20	.	.	PUNCT
spir-10030	326	1	the	the	DET
spir-10030	326	2	words	word	NOUN
spir-10030	326	3	are	be	AUX
spir-10030	326	4	a	a	DET
spir-10030	326	5	tool	tool	NOUN
spir-10030	326	6	that	that	PRON
spir-10030	326	7	apparently	apparently	ADV
spir-10030	326	8	seems	seem	VERB
spir-10030	326	9	to	to	PART
spir-10030	326	10	protect	protect	VERB
spir-10030	326	11	against	against	ADP
spir-10030	326	12	the	the	DET
spir-10030	326	13	disturbing	disturbing	ADJ
spir-10030	326	14	affective	affective	ADJ
spir-10030	326	15	world	world	NOUN
spir-10030	326	16	.	.	PUNCT
spir-10030	327	1	with	with	ADP
spir-10030	327	2	the	the	DET
spir-10030	327	3	reservation	reservation	NOUN
spir-10030	327	4	apparently	apparently	ADV
spir-10030	327	5	i	i	PRON
spir-10030	327	6	refer	refer	VERB
spir-10030	327	7	to	to	ADP
spir-10030	327	8	kristeva	kristeva	PROPN
spir-10030	327	9	's	's	PART
spir-10030	327	10	own	own	ADJ
spir-10030	327	11	thesis	thesis	NOUN
spir-10030	327	12	that	that	SCONJ
spir-10030	327	13	the	the	DET
spir-10030	327	14	words	word	NOUN
spir-10030	327	15	are	be	AUX
spir-10030	327	16	not	not	PART
spir-10030	327	17	strong	strong	ADJ
spir-10030	327	18	or	or	CCONJ
spir-10030	327	19	good	good	ADJ
spir-10030	327	20	enough	enough	ADV
spir-10030	327	21	to	to	PART
spir-10030	327	22	explain	explain	VERB
spir-10030	327	23	and	and	CCONJ
spir-10030	327	24	to	to	PART
spir-10030	327	25	keep	keep	VERB
spir-10030	327	26	the	the	DET
spir-10030	327	27	emotional	emotional	ADJ
spir-10030	327	28	from	from	ADP
spir-10030	327	29	life	life	NOUN
spir-10030	327	30	.	.	PUNCT
spir-10030	328	1	therefore	therefore	ADV
spir-10030	328	2	,	,	PUNCT
spir-10030	328	3	we	we	PRON
spir-10030	328	4	still	still	ADV
spir-10030	328	5	ritualize	ritualize	VERB
spir-10030	328	6	the	the	DET
spir-10030	328	7	strong	strong	ADJ
spir-10030	328	8	affective	affective	ADJ
spir-10030	328	9	emotionality	emotionality	NOUN
spir-10030	328	10	through	through	ADP
spir-10030	328	11	religion	religion	NOUN
spir-10030	328	12	,	,	PUNCT
spir-10030	328	13	mass	mass	NOUN
spir-10030	328	14	culture	culture	NOUN
spir-10030	328	15	,	,	PUNCT
spir-10030	328	16	practices	practice	NOUN
spir-10030	328	17	,	,	PUNCT
spir-10030	328	18	research	research	NOUN
spir-10030	328	19	and	and	CCONJ
spir-10030	328	20	images	image	NOUN
spir-10030	328	21	.	.	PUNCT
spir-10030	329	1	we	we	PRON
spir-10030	329	2	can	can	AUX
spir-10030	329	3	only	only	ADV
spir-10030	329	4	understand	understand	VERB
spir-10030	329	5	in	in	ADP
spir-10030	329	6	detours	detour	NOUN
spir-10030	329	7	or	or	CCONJ
spir-10030	329	8	the	the	DET
spir-10030	329	9	long	long	ADJ
spir-10030	329	10	way	way	NOUN
spir-10030	329	11	around	around	ADV
spir-10030	329	12	.	.	PUNCT
spir-10030	330	1	the	the	DET
spir-10030	330	2	image	image	NOUN
spir-10030	330	3	thus	thus	ADV
spir-10030	330	4	function	function	VERB
spir-10030	330	5	in	in	ADP
spir-10030	330	6	two	two	NUM
spir-10030	330	7	ways	way	NOUN
spir-10030	330	8	.	.	PUNCT
spir-10030	331	1	first	first	ADV
spir-10030	331	2	,	,	PUNCT
spir-10030	331	3	as	as	ADP
spir-10030	331	4	a	a	DET
spir-10030	331	5	phenomenon	phenomenon	NOUN
spir-10030	331	6	,	,	PUNCT
spir-10030	331	7	an	an	DET
spir-10030	331	8	object	object	NOUN
spir-10030	331	9	that	that	PRON
spir-10030	331	10	starts	start	VERB
spir-10030	331	11	as	as	ADP
spir-10030	331	12	subjective	subjective	ADJ
spir-10030	331	13	affect	affect	NOUN
spir-10030	331	14	.	.	PUNCT
spir-10030	332	1	the	the	DET
spir-10030	332	2	affect	affect	NOUN
spir-10030	332	3	is	be	AUX
spir-10030	332	4	then	then	ADV
spir-10030	332	5	secondly	secondly	ADV
spir-10030	332	6	expressed	express	VERB
spir-10030	332	7	via	via	ADP
spir-10030	332	8	intersubjective	intersubjective	ADJ
spir-10030	332	9	images	image	NOUN
spir-10030	332	10	such	such	ADJ
spir-10030	332	11	as	as	ADP
spir-10030	332	12	customs	custom	NOUN
spir-10030	332	13	,	,	PUNCT
spir-10030	332	14	rituals	ritual	NOUN
spir-10030	332	15	,	,	PUNCT
spir-10030	332	16	morality	morality	NOUN
spir-10030	332	17	,	,	PUNCT
spir-10030	332	18	science	science	NOUN
spir-10030	332	19	,	,	PUNCT
spir-10030	332	20	religion	religion	NOUN
spir-10030	332	21	and	and	CCONJ
spir-10030	332	22	concrete	concrete	ADJ
spir-10030	332	23	images	image	NOUN
spir-10030	332	24	,	,	PUNCT
spir-10030	332	25	because	because	SCONJ
spir-10030	332	26	the	the	DET
spir-10030	332	27	language	language	NOUN
spir-10030	332	28	is	be	AUX
spir-10030	332	29	not	not	PART
spir-10030	332	30	sufficient	sufficient	ADJ
spir-10030	332	31	to	to	PART
spir-10030	332	32	keep	keep	VERB
spir-10030	332	33	the	the	DET
spir-10030	332	34	emotion	emotion	NOUN
spir-10030	332	35	at	at	ADP
spir-10030	332	36	a	a	DET
spir-10030	332	37	distance	distance	NOUN
spir-10030	332	38	or	or	CCONJ
spir-10030	332	39	to	to	PART
spir-10030	332	40	express	express	VERB
spir-10030	332	41	it	it	PRON
spir-10030	332	42	.	.	PUNCT
spir-10030	333	1	through	through	ADP
spir-10030	333	2	these	these	DET
spir-10030	333	3	interpretations	interpretation	NOUN
spir-10030	333	4	,	,	PUNCT
spir-10030	333	5	we	we	PRON
spir-10030	333	6	become	become	VERB
spir-10030	333	7	hermeneutics	hermeneutic	NOUN
spir-10030	333	8	of	of	ADP
spir-10030	333	9	phenomena	phenomenon	NOUN
spir-10030	333	10	and	and	CCONJ
spir-10030	333	11	passions	passion	NOUN
spir-10030	333	12	.	.	PUNCT
spir-10030	334	1	the	the	DET
spir-10030	334	2	subjective	subjective	ADJ
spir-10030	334	3	affections	affection	NOUN
spir-10030	334	4	are	be	AUX
spir-10030	334	5	thus	thus	ADV
spir-10030	334	6	also	also	ADV
spir-10030	334	7	intersubjective	intersubjective	ADJ
spir-10030	334	8	and	and	CCONJ
spir-10030	334	9	objectified	objectified	ADJ
spir-10030	334	10	.	.	PUNCT
spir-10030	335	1	image	image	NOUN
spir-10030	335	2	and	and	CCONJ
spir-10030	335	3	trauma	trauma	VERB
spir-10030	335	4	many	many	ADJ
spir-10030	335	5	children	child	NOUN
spir-10030	335	6	’s	’s	PART
spir-10030	335	7	games	game	NOUN
spir-10030	335	8	,	,	PUNCT
spir-10030	335	9	fairy	fairy	NOUN
spir-10030	335	10	tales	tale	NOUN
spir-10030	335	11	,	,	PUNCT
spir-10030	335	12	and	and	CCONJ
spir-10030	335	13	electronic	electronic	ADJ
spir-10030	335	14	games	game	NOUN
spir-10030	335	15	deal	deal	VERB
spir-10030	335	16	with	with	ADP
spir-10030	335	17	the	the	DET
spir-10030	335	18	possibility	possibility	NOUN
spir-10030	335	19	of	of	ADP
spir-10030	335	20	being	be	AUX
spir-10030	335	21	eliminated	eliminate	VERB
spir-10030	335	22	from	from	ADP
spir-10030	335	23	the	the	DET
spir-10030	335	24	world	world	NOUN
spir-10030	335	25	or	or	CCONJ
spir-10030	335	26	losing	lose	VERB
spir-10030	335	27	control	control	NOUN
spir-10030	335	28	of	of	ADP
spir-10030	335	29	reality	reality	NOUN
spir-10030	335	30	.	.	PUNCT
spir-10030	336	1	the	the	DET
spir-10030	336	2	primitive	primitive	ADJ
spir-10030	336	3	pains	pain	NOUN
spir-10030	336	4	and	and	CCONJ
spir-10030	336	5	the	the	DET
spir-10030	336	6	unthinkable	unthinkable	ADJ
spir-10030	336	7	anxiety	anxiety	NOUN
spir-10030	336	8	,	,	PUNCT
spir-10030	336	9	as	as	SCONJ
spir-10030	336	10	donald	donald	PROPN
spir-10030	336	11	w.	w.	PROPN
spir-10030	336	12	winnicott	winnicott	PROPN
spir-10030	336	13	calls	call	VERB
spir-10030	336	14	them	they	PRON
spir-10030	336	15	,	,	PUNCT
spir-10030	336	16	are	be	AUX
spir-10030	336	17	the	the	DET
spir-10030	336	18	basis	basis	NOUN
spir-10030	336	19	of	of	ADP
spir-10030	336	20	children	child	NOUN
spir-10030	336	21	’s	’s	PART
spir-10030	336	22	games	game	NOUN
spir-10030	336	23	and	and	CCONJ
spir-10030	336	24	of	of	ADP
spir-10030	336	25	adults	adult	NOUN
spir-10030	336	26	’	'	PUNCT
spir-10030	336	27	heritage	heritage	NOUN
spir-10030	336	28	of	of	ADP
spir-10030	336	29	imagination	imagination	NOUN
spir-10030	336	30	.	.	PUNCT
spir-10030	337	1	these	these	DET
spir-10030	337	2	pains	pain	NOUN
spir-10030	337	3	and	and	CCONJ
spir-10030	337	4	anxieties	anxiety	NOUN
spir-10030	337	5	come	come	VERB
spir-10030	337	6	from	from	ADP
spir-10030	337	7	stories	story	NOUN
spir-10030	337	8	and	and	CCONJ
spir-10030	337	9	conceptions	conception	NOUN
spir-10030	337	10	about	about	ADP
spir-10030	337	11	falling	fall	VERB
spir-10030	337	12	to	to	ADP
spir-10030	337	13	pieces	piece	NOUN
spir-10030	337	14	,	,	PUNCT
spir-10030	337	15	not	not	PART
spir-10030	337	16	having	have	VERB
spir-10030	337	17	any	any	DET
spir-10030	337	18	contact	contact	NOUN
spir-10030	337	19	with	with	ADP
spir-10030	337	20	the	the	DET
spir-10030	337	21	body	body	NOUN
spir-10030	337	22	,	,	PUNCT
spir-10030	337	23	losing	lose	VERB
spir-10030	337	24	one	one	NUM
spir-10030	337	25	’s	’s	PART
spir-10030	337	26	sense	sense	NOUN
spir-10030	337	27	of	of	ADP
spir-10030	337	28	orientation	orientation	NOUN
spir-10030	337	29	,	,	PUNCT
spir-10030	337	30	falling	fall	VERB
spir-10030	337	31	continuously	continuously	ADV
spir-10030	337	32	,	,	PUNCT
spir-10030	337	33	not	not	PART
spir-10030	337	34	continuing	continue	VERB
spir-10030	337	35	to	to	PART
spir-10030	337	36	exist	exist	VERB
spir-10030	337	37	,	,	PUNCT
spir-10030	337	38	being	be	AUX
spir-10030	337	39	in	in	ADP
spir-10030	337	40	total	total	ADJ
spir-10030	337	41	isolation	isolation	NOUN
spir-10030	337	42	because	because	SCONJ
spir-10030	337	43	there	there	PRON
spir-10030	337	44	is	be	VERB
spir-10030	337	45	nobody	nobody	PRON
spir-10030	337	46	to	to	PART
spir-10030	337	47	be	be	AUX
spir-10030	337	48	in	in	ADP
spir-10030	337	49	touch	touch	NOUN
spir-10030	337	50	with	with	ADP
spir-10030	337	51	–	–	PUNCT
spir-10030	337	52	to	to	PART
spir-10030	337	53	connect	connect	VERB
spir-10030	337	54	with	with	ADP
spir-10030	337	55	.	.	PUNCT
spir-10030	338	1	winnicott	winnicott	PROPN
spir-10030	338	2	uses	use	VERB
spir-10030	338	3	the	the	DET
spir-10030	338	4	term	term	NOUN
spir-10030	338	5	disconnection	disconnection	NOUN
spir-10030	338	6	about	about	ADP
spir-10030	338	7	the	the	DET
spir-10030	338	8	young	young	ADJ
spir-10030	338	9	child	child	NOUN
spir-10030	338	10	’s	’s	PART
spir-10030	338	11	movement	movement	NOUN
spir-10030	338	12	into	into	ADP
spir-10030	338	13	the	the	DET
spir-10030	338	14	open	open	ADJ
spir-10030	338	15	space	space	NOUN
spir-10030	338	16	away	away	ADV
spir-10030	338	17	from	from	ADP
spir-10030	338	18	the	the	DET
spir-10030	338	19	illusion	illusion	NOUN
spir-10030	338	20	of	of	ADP
spir-10030	338	21	connection	connection	NOUN
spir-10030	338	22	and	and	CCONJ
spir-10030	338	23	it	it	PRON
spir-10030	338	24	is	be	AUX
spir-10030	338	25	linked	link	VERB
spir-10030	338	26	to	to	ADP
spir-10030	338	27	the	the	DET
spir-10030	338	28	terms	term	NOUN
spir-10030	338	29	of	of	ADP
spir-10030	338	30	transitional	transitional	ADJ
spir-10030	338	31	object	object	NOUN
spir-10030	338	32	and	and	CCONJ
spir-10030	338	33	transitional	transitional	ADJ
spir-10030	338	34	experience	experience	NOUN
spir-10030	338	35	concerning	concern	VERB
spir-10030	338	36	the	the	DET
spir-10030	338	37	process	process	NOUN
spir-10030	338	38	where	where	SCONJ
spir-10030	338	39	the	the	DET
spir-10030	338	40	child	child	NOUN
spir-10030	338	41	finds	find	VERB
spir-10030	338	42	a	a	DET
spir-10030	338	43	new	new	ADJ
spir-10030	338	44	object	object	NOUN
spir-10030	338	45	to	to	PART
spir-10030	338	46	relate	relate	VERB
spir-10030	338	47	to	to	ADP
spir-10030	338	48	after	after	ADP
spir-10030	338	49	its	its	PRON
spir-10030	338	50	mother	mother	NOUN
spir-10030	338	51	.	.	PUNCT
spir-10030	339	1	the	the	DET
spir-10030	339	2	aesthetics	aesthetic	NOUN
spir-10030	339	3	of	of	ADP
spir-10030	339	4	commodities	commodity	NOUN
spir-10030	339	5	is	be	AUX
spir-10030	339	6	an	an	DET
spir-10030	339	7	extension	extension	NOUN
spir-10030	339	8	of	of	ADP
spir-10030	339	9	this	this	DET
spir-10030	339	10	connection	connection	NOUN
spir-10030	339	11	and	and	CCONJ
spir-10030	339	12	transitional	transitional	ADJ
spir-10030	339	13	experience	experience	NOUN
spir-10030	339	14	.	.	PUNCT
spir-10030	340	1	disconnection	disconnection	NOUN
spir-10030	340	2	creates	create	VERB
spir-10030	340	3	a	a	DET
spir-10030	340	4	basis	basis	NOUN
spir-10030	340	5	for	for	ADP
spir-10030	340	6	archaic	archaic	ADJ
spir-10030	340	7	as	as	ADV
spir-10030	340	8	well	well	ADV
spir-10030	340	9	as	as	ADP
spir-10030	340	10	present	present	ADJ
spir-10030	340	11	anxieties	anxiety	NOUN
spir-10030	340	12	.	.	PUNCT
spir-10030	341	1	the	the	DET
spir-10030	341	2	anxieties	anxiety	NOUN
spir-10030	341	3	and	and	CCONJ
spir-10030	341	4	their	their	PRON
spir-10030	341	5	configurations	configuration	NOUN
spir-10030	341	6	are	be	AUX
spir-10030	341	7	omnipresent	omnipresent	NOUN
spir-10030	341	8	in	in	ADP
spir-10030	341	9	children	child	NOUN
spir-10030	341	10	and	and	CCONJ
spir-10030	341	11	adults	adult	NOUN
spir-10030	341	12	.	.	PUNCT
spir-10030	342	1	they	they	PRON
spir-10030	342	2	are	be	AUX
spir-10030	342	3	also	also	ADV
spir-10030	342	4	important	important	ADJ
spir-10030	342	5	for	for	ADP
spir-10030	342	6	tv	tv	NOUN
spir-10030	342	7	commercials	commercial	NOUN
spir-10030	342	8	.	.	PUNCT
spir-10030	343	1	our	our	PRON
spir-10030	343	2	memory	memory	NOUN
spir-10030	343	3	is	be	AUX
spir-10030	343	4	closely	closely	ADV
spir-10030	343	5	associated	associate	VERB
spir-10030	343	6	with	with	ADP
spir-10030	343	7	visualization	visualization	NOUN
spir-10030	343	8	and	and	CCONJ
spir-10030	343	9	so	so	ADV
spir-10030	343	10	are	be	AUX
spir-10030	343	11	traumas	trauma	NOUN
spir-10030	343	12	.	.	PUNCT
spir-10030	344	1	the	the	DET
spir-10030	344	2	trauma	trauma	NOUN
spir-10030	344	3	has	have	VERB
spir-10030	344	4	its	its	PRON
spir-10030	344	5	origins	origin	NOUN
spir-10030	344	6	in	in	ADP
spir-10030	344	7	an	an	DET
spir-10030	344	8	event	event	NOUN
spir-10030	344	9	,	,	PUNCT
spir-10030	344	10	which	which	PRON
spir-10030	344	11	has	have	AUX
spir-10030	344	12	been	be	AUX
spir-10030	344	13	hidden	hide	VERB
spir-10030	344	14	.	.	PUNCT
spir-10030	345	1	one	one	PRON
spir-10030	345	2	could	could	AUX
spir-10030	345	3	say	say	VERB
spir-10030	345	4	that	that	SCONJ
spir-10030	345	5	the	the	DET
spir-10030	345	6	trauma	trauma	NOUN
spir-10030	345	7	insists	insist	VERB
spir-10030	345	8	on	on	ADP
spir-10030	345	9	a	a	DET
spir-10030	345	10	past	past	NOUN
spir-10030	345	11	,	,	PUNCT
spir-10030	345	12	which	which	PRON
spir-10030	345	13	has	have	AUX
spir-10030	345	14	never	never	ADV
spir-10030	345	15	been	be	AUX
spir-10030	345	16	made	make	VERB
spir-10030	345	17	present	present	ADJ
spir-10030	345	18	,	,	PUNCT
spir-10030	345	19	i.e.	i.e.	X
spir-10030	345	20	visible	visible	ADJ
spir-10030	345	21	.	.	PUNCT
spir-10030	346	1	therefore	therefore	ADV
spir-10030	346	2	,	,	PUNCT
spir-10030	346	3	it	it	PRON
spir-10030	346	4	is	be	AUX
spir-10030	346	5	very	very	ADV
spir-10030	346	6	important	important	ADJ
spir-10030	346	7	to	to	PART
spir-10030	346	8	visualize	visualize	VERB
spir-10030	346	9	the	the	DET
spir-10030	346	10	images	image	NOUN
spir-10030	346	11	of	of	ADP
spir-10030	346	12	trauma	trauma	NOUN
spir-10030	346	13	.	.	PUNCT
spir-10030	347	1	it	it	PRON
spir-10030	347	2	always	always	ADV
spir-10030	347	3	takes	take	VERB
spir-10030	347	4	two	two	NUM
spir-10030	347	5	traumas	trauma	NOUN
spir-10030	347	6	to	to	PART
spir-10030	347	7	create	create	VERB
spir-10030	347	8	a	a	DET
spir-10030	347	9	trauma	trauma	NOUN
spir-10030	347	10	:	:	PUNCT
spir-10030	347	11	the	the	DET
spir-10030	347	12	hidden	hidden	ADJ
spir-10030	347	13	trauma	trauma	NOUN
spir-10030	347	14	and	and	CCONJ
spir-10030	347	15	its	its	PRON
spir-10030	347	16	substituting	substitute	VERB
spir-10030	347	17	visualization	visualization	NOUN
spir-10030	347	18	.	.	PUNCT
spir-10030	348	1	the	the	DET
spir-10030	348	2	images	image	NOUN
spir-10030	348	3	we	we	PRON
spir-10030	348	4	are	be	AUX
spir-10030	348	5	back	back	ADV
spir-10030	348	6	at	at	ADP
spir-10030	348	7	the	the	DET
spir-10030	348	8	point	point	NOUN
spir-10030	348	9	of	of	ADP
spir-10030	348	10	departure	departure	NOUN
spir-10030	348	11	of	of	ADP
spir-10030	348	12	this	this	DET
spir-10030	348	13	explanation	explanation	NOUN
spir-10030	348	14	:	:	PUNCT
spir-10030	348	15	it	it	PRON
spir-10030	348	16	is	be	AUX
spir-10030	348	17	the	the	DET
spir-10030	348	18	body	body	NOUN
spir-10030	348	19	that	that	PRON
spir-10030	348	20	creates	create	VERB
spir-10030	348	21	the	the	DET
spir-10030	348	22	images	image	NOUN
spir-10030	348	23	.	.	PUNCT
spir-10030	349	1	reality	reality	NOUN
spir-10030	349	2	has	have	AUX
spir-10030	349	3	been	be	AUX
spir-10030	349	4	imaged	image	VERB
spir-10030	349	5	and	and	CCONJ
spir-10030	349	6	shaped	shape	VERB
spir-10030	349	7	,	,	PUNCT
spir-10030	349	8	one	one	PRON
spir-10030	349	9	might	might	AUX
spir-10030	349	10	say	say	VERB
spir-10030	349	11	,	,	PUNCT
spir-10030	349	12	through	through	ADP
spir-10030	349	13	our	our	PRON
spir-10030	349	14	bodies	body	NOUN
spir-10030	349	15	and	and	CCONJ
spir-10030	349	16	senses	sense	NOUN
spir-10030	349	17	.	.	PUNCT
spir-10030	350	1	we	we	PRON
spir-10030	350	2	can	can	AUX
spir-10030	350	3	not	not	PART
spir-10030	350	4	comprehend	comprehend	VERB
spir-10030	350	5	it	it	PRON
spir-10030	350	6	if	if	SCONJ
spir-10030	350	7	we	we	PRON
spir-10030	350	8	do	do	AUX
spir-10030	350	9	not	not	PART
spir-10030	350	10	shape	shape	VERB
spir-10030	350	11	it	it	PRON
spir-10030	350	12	into	into	ADP
spir-10030	350	13	images	image	NOUN
spir-10030	350	14	,	,	PUNCT
spir-10030	350	15	which	which	PRON
spir-10030	350	16	we	we	PRON
spir-10030	350	17	can	can	AUX
spir-10030	350	18	sense	sense	VERB
spir-10030	350	19	and	and	CCONJ
spir-10030	350	20	tell	tell	VERB
spir-10030	350	21	about	about	ADP
spir-10030	350	22	.	.	PUNCT
spir-10030	351	1	the	the	DET
spir-10030	351	2	tv	tv	NOUN
spir-10030	351	3	commercials	commercial	NOUN
spir-10030	351	4	teach	teach	VERB
spir-10030	351	5	through	through	ADP
spir-10030	351	6	their	their	PRON
spir-10030	351	7	images	image	NOUN
spir-10030	351	8	about	about	ADP
spir-10030	351	9	digital	digital	ADJ
spir-10030	351	10	technologies	technology	NOUN
spir-10030	351	11	,	,	PUNCT
spir-10030	351	12	and	and	CCONJ
spir-10030	351	13	how	how	SCONJ
spir-10030	351	14	we	we	PRON
spir-10030	351	15	shall	shall	AUX
spir-10030	351	16	live	live	VERB
spir-10030	351	17	with	with	ADP
spir-10030	351	18	and	and	CCONJ
spir-10030	351	19	communicate	communicate	VERB
spir-10030	351	20	about	about	ADP
spir-10030	351	21	these	these	DET
spir-10030	351	22	technologies	technology	NOUN
spir-10030	351	23	.	.	PUNCT
spir-10030	352	1	references	reference	NOUN
spir-10030	352	2	boyd	boyd	PROPN
spir-10030	352	3	,	,	PUNCT
spir-10030	352	4	d.	d.	PROPN
spir-10030	352	5	(	(	PUNCT
spir-10030	352	6	2007	2007	NUM
spir-10030	352	7	)	)	PUNCT
spir-10030	352	8	.	.	PUNCT
spir-10030	353	1	“	"	PUNCT
spir-10030	353	2	why	why	SCONJ
spir-10030	353	3	youth	youth	NOUN
spir-10030	353	4	heart	heart	NOUN
spir-10030	353	5	social	social	ADJ
spir-10030	353	6	network	network	NOUN
spir-10030	353	7	sites	site	NOUN
spir-10030	353	8	:	:	PUNCT
spir-10030	353	9	the	the	DET
spir-10030	353	10	role	role	NOUN
spir-10030	353	11	of	of	ADP
spir-10030	353	12	networked	networked	ADJ
spir-10030	353	13	publics	public	NOUN
spir-10030	353	14	in	in	ADP
spir-10030	353	15	teenage	teenage	ADJ
spir-10030	353	16	social	social	ADJ
spir-10030	353	17	life	life	NOUN
spir-10030	353	18	”	"	PUNCT
spir-10030	353	19	harvard	harvard	PROPN
spir-10030	353	20	.	.	PUNCT
spir-10030	353	21	bergson	bergson	PROPN
spir-10030	353	22	,	,	PUNCT
spir-10030	353	23	h	h	NOUN
spir-10030	353	24	1991	1991	NUM
spir-10030	353	25	(	(	PUNCT
spir-10030	353	26	1895	1895	NUM
spir-10030	353	27	)	)	PUNCT
spir-10030	353	28	.	.	PUNCT
spir-10030	354	1	matter	matter	NOUN
spir-10030	354	2	and	and	CCONJ
spir-10030	354	3	memory	memory	NOUN
spir-10030	354	4	.	.	PUNCT
spir-10030	355	1	new	new	PROPN
spir-10030	355	2	york	york	PROPN
spir-10030	355	3	:	:	PUNCT
spir-10030	355	4	zone	zone	NOUN
spir-10030	355	5	books	book	NOUN
spir-10030	355	6	damasio	damasio	VERB
spir-10030	355	7	,	,	PUNCT
spir-10030	355	8	a.	a.	PROPN
spir-10030	355	9	r.	r.	PROPN
spir-10030	355	10	(	(	PUNCT
spir-10030	355	11	2000).the	2000).the	NUM
spir-10030	355	12	feeling	feeling	NOUN
spir-10030	355	13	of	of	ADP
spir-10030	355	14	what	what	PRON
spir-10030	355	15	happens	happen	VERB
spir-10030	355	16	:	:	PUNCT
spir-10030	355	17	body	body	NOUN
spir-10030	355	18	and	and	CCONJ
spir-10030	355	19	emotion	emotion	NOUN
spir-10030	355	20	in	in	ADP
spir-10030	355	21	the	the	DET
spir-10030	355	22	making	making	NOUN
spir-10030	355	23	of	of	ADP
spir-10030	355	24	consciousness	consciousness	NOUN
spir-10030	355	25	,	,	PUNCT
spir-10030	355	26	new	new	PROPN
spir-10030	355	27	york	york	PROPN
spir-10030	355	28	/	/	SYM
spir-10030	355	29	london	london	PROPN
spir-10030	355	30	.	.	PUNCT
spir-10030	356	1	fausing	fausing	NOUN
spir-10030	356	2	,	,	PUNCT
spir-10030	356	3	b	b	PROPN
spir-10030	356	4	(	(	PUNCT
spir-10030	356	5	2013	2013	NUM
spir-10030	356	6	)	)	PUNCT
spir-10030	356	7	.	.	PUNCT
spir-10030	357	1	see	see	VERB
spir-10030	357	2	for	for	ADP
spir-10030	357	3	your	your	PRON
spir-10030	357	4	selfie	selfie	NOUN
spir-10030	357	5	.	.	PUNCT
spir-10030	358	1	selfies	selfie	NOUN
spir-10030	358	2	and	and	CCONJ
spir-10030	358	3	the	the	DET
spir-10030	358	4	search	search	NOUN
spir-10030	358	5	for	for	ADP
spir-10030	358	6	recognition	recognition	NOUN
spir-10030	358	7	,	,	PUNCT
spir-10030	358	8	k	k	PROPN
spir-10030	358	9	-	-	PROPN
spir-10030	358	10	forum	forum	PROPN
spir-10030	358	11	june	june	PROPN
spir-10030	358	12	.	.	PUNCT
spir-10030	359	1	fausing	fausing	PROPN
spir-10030	359	2	,	,	PUNCT
spir-10030	359	3	b.	b.	PROPN
spir-10030	359	4	(	(	PUNCT
spir-10030	359	5	2015	2015	NUM
spir-10030	359	6	)	)	PUNCT
spir-10030	359	7	.	.	PUNCT
spir-10030	360	1	self	self	NOUN
spir-10030	360	2	-	-	PUNCT
spir-10030	360	3	media	medium	NOUN
spir-10030	360	4	.	.	PUNCT
spir-10030	361	1	the	the	DET
spir-10030	361	2	self	self	NOUN
spir-10030	361	3	,	,	PUNCT
spir-10030	361	4	the	the	DET
spir-10030	361	5	face	face	NOUN
spir-10030	361	6	,	,	PUNCT
spir-10030	361	7	the	the	DET
spir-10030	361	8	mirror	mirror	NOUN
spir-10030	361	9	,	,	PUNCT
spir-10030	361	10	the	the	DET
spir-10030	361	11	media	medium	NOUN
spir-10030	361	12	and	and	CCONJ
spir-10030	361	13	the	the	DET
spir-10030	361	14	selfie	selfie	NOUN
spir-10030	361	15	,	,	PUNCT
spir-10030	361	16	”	"	PUNCT
spir-10030	361	17	triade	triade	NOUN
spir-10030	361	18	,	,	PUNCT
spir-10030	361	19	3,1	3,1	NUM
spir-10030	361	20	,	,	PUNCT
spir-10030	361	21	rio	rio	PROPN
spir-10030	361	22	de	de	PROPN
spir-10030	361	23	janeiro	janeiro	PROPN
spir-10030	361	24	.	.	PUNCT
spir-10030	362	1	fausing	fausing	PROPN
spir-10030	362	2	,	,	PUNCT
spir-10030	362	3	b.	b.	PROPN
spir-10030	362	4	(	(	PUNCT
spir-10030	362	5	2017	2017	NUM
spir-10030	362	6	)	)	PUNCT
spir-10030	362	7	.	.	PUNCT
spir-10030	363	1	emotion	emotion	NOUN
spir-10030	363	2	in	in	ADP
spir-10030	363	3	motion	motion	NOUN
spir-10030	363	4	.	.	PUNCT
spir-10030	364	1	on	on	ADP
spir-10030	364	2	images	image	NOUN
spir-10030	364	3	and	and	CCONJ
spir-10030	364	4	affect	affect	VERB
spir-10030	364	5	london	london	PROPN
spir-10030	364	6	.	.	PUNCT
spir-10030	365	1	kristeva	kristeva	PROPN
spir-10030	365	2	,	,	PUNCT
spir-10030	365	3	j.	j.	PROPN
spir-10030	365	4	(	(	PUNCT
spir-10030	365	5	1982	1982	NUM
spir-10030	365	6	)	)	PUNCT
spir-10030	365	7	.	.	PUNCT
spir-10030	366	1	powers	power	NOUN
spir-10030	366	2	of	of	ADP
spir-10030	366	3	horror	horror	PROPN
spir-10030	366	4	new	new	PROPN
spir-10030	366	5	york	york	PROPN
spir-10030	366	6	.	.	PUNCT
spir-10030	367	1	mirzoeff	mirzoeff	PROPN
spir-10030	367	2	,	,	PUNCT
spir-10030	367	3	n.	n.	NOUN
spir-10030	367	4	(	(	PUNCT
spir-10030	367	5	2015	2015	NUM
spir-10030	367	6	)	)	PUNCT
spir-10030	367	7	.	.	PUNCT
spir-10030	368	1	how	how	SCONJ
spir-10030	368	2	we	we	PRON
spir-10030	368	3	see	see	VERB
spir-10030	368	4	the	the	DET
spir-10030	368	5	world	world	NOUN
spir-10030	368	6	,	,	PUNCT
spir-10030	368	7	london	london	PROPN
spir-10030	368	8	:	:	PUNCT
spir-10030	368	9	penguin	penguin	NOUN
spir-10030	368	10	books	book	NOUN
spir-10030	368	11	.	.	PUNCT
spir-10030	369	1	strangelove	strangelove	NOUN
spir-10030	369	2	,	,	PUNCT
spir-10030	369	3	m.	m.	NOUN
spir-10030	369	4	(	(	PUNCT
spir-10030	369	5	2010	2010	NUM
spir-10030	369	6	)	)	PUNCT
spir-10030	369	7	.	.	PUNCT
spir-10030	370	1	watching	watch	VERB
spir-10030	370	2	youtube	youtube	NOUN
spir-10030	370	3	:	:	PUNCT
spir-10030	371	1	extraordinary	extraordinary	ADJ
spir-10030	371	2	videos	video	NOUN
spir-10030	371	3	by	by	ADP
spir-10030	371	4	ordinary	ordinary	ADJ
spir-10030	371	5	people	people	NOUN
spir-10030	371	6	toronto	toronto	PROPN
spir-10030	371	7	:	:	PUNCT
spir-10030	371	8	university	university	PROPN
spir-10030	371	9	of	of	ADP
spir-10030	371	10	toronto	toronto	PROPN
spir-10030	371	11	press	press	PROPN