id	sid	tid	token	lemma	pos
spir-12262	1	1	selected	select	VERB
spir-12262	1	2	papers	paper	NOUN
spir-12262	1	3	of	of	ADP
spir-12262	1	4	#	#	SYM
spir-12262	1	5	aoir2021	aoir2021	NOUN
spir-12262	1	6	:	:	PUNCT
spir-12262	1	7	the	the	DET
spir-12262	1	8	22nd	22nd	ADJ
spir-12262	1	9	annual	annual	ADJ
spir-12262	1	10	conference	conference	NOUN
spir-12262	1	11	of	of	ADP
spir-12262	1	12	the	the	DET
spir-12262	1	13	association	association	NOUN
spir-12262	1	14	of	of	ADP
spir-12262	1	15	internet	internet	NOUN
spir-12262	1	16	researchers	researcher	NOUN
spir-12262	1	17	virtual	virtual	ADJ
spir-12262	1	18	event	event	NOUN
spir-12262	1	19	/	/	SYM
spir-12262	1	20	13	13	NUM
spir-12262	1	21	-	-	SYM
spir-12262	1	22	16	16	NUM
spir-12262	1	23	oct	oct	PROPN
spir-12262	1	24	2021	2021	NUM
spir-12262	1	25	suggested	suggest	VERB
spir-12262	1	26	citation	citation	NOUN
spir-12262	1	27	(	(	PUNCT
spir-12262	1	28	apa	apa	PROPN
spir-12262	1	29	):	):	PUNCT
spir-12262	1	30	weintraub	weintraub	PROPN
spir-12262	1	31	,	,	PUNCT
spir-12262	1	32	m.s	m.s	PROPN
spir-12262	1	33	.	.	PROPN
spir-12262	1	34	,	,	PUNCT
spir-12262	1	35	and	and	CCONJ
spir-12262	1	36	sears	sears	PROPN
spir-12262	1	37	,	,	PUNCT
spir-12262	1	38	d.r.w	d.r.w	PROPN
spir-12262	1	39	.	.	PUNCT
spir-12262	2	1	(	(	PUNCT
spir-12262	2	2	2021	2021	NUM
spir-12262	2	3	,	,	PUNCT
spir-12262	2	4	october	october	PROPN
spir-12262	2	5	)	)	PUNCT
spir-12262	2	6	.	.	PUNCT
spir-12262	3	1	why	why	SCONJ
spir-12262	3	2	making	make	VERB
spir-12262	3	3	matters	matter	NOUN
spir-12262	3	4	online	online	ADV
spir-12262	3	5	:	:	PUNCT
spir-12262	3	6	the	the	DET
spir-12262	3	7	pinterest	pinter	ADJ
spir-12262	3	8	-	-	PUNCT
spir-12262	3	9	diy	diy	NOUN
spir-12262	3	10	data	datum	NOUN
spir-12262	3	11	set	set	VERB
spir-12262	3	12	.	.	PUNCT
spir-12262	4	1	paper	paper	NOUN
spir-12262	4	2	presented	present	VERB
spir-12262	4	3	at	at	ADP
spir-12262	4	4	aoir	aoir	NOUN
spir-12262	4	5	2021	2021	NUM
spir-12262	4	6	:	:	PUNCT
spir-12262	4	7	the	the	DET
spir-12262	4	8	22nd	22nd	ADJ
spir-12262	4	9	annual	annual	ADJ
spir-12262	4	10	conference	conference	NOUN
spir-12262	4	11	of	of	ADP
spir-12262	4	12	the	the	DET
spir-12262	4	13	association	association	NOUN
spir-12262	4	14	of	of	ADP
spir-12262	4	15	internet	internet	NOUN
spir-12262	4	16	researchers	researcher	NOUN
spir-12262	4	17	.	.	PUNCT
spir-12262	5	1	virtual	virtual	ADJ
spir-12262	5	2	event	event	NOUN
spir-12262	5	3	:	:	PUNCT
spir-12262	5	4	aoir	aoir	NOUN
spir-12262	5	5	.	.	PUNCT
spir-12262	5	6	retrieved	retrieve	VERB
spir-12262	5	7	from	from	ADP
spir-12262	5	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-12262	5	9	.	.	PUNCT
spir-12262	6	1	why	why	SCONJ
spir-12262	6	2	making	make	VERB
spir-12262	6	3	matters	matter	NOUN
spir-12262	6	4	online	online	ADV
spir-12262	6	5	:	:	PUNCT
spir-12262	6	6	the	the	DET
spir-12262	6	7	pinterest	pinter	ADJ
spir-12262	6	8	-	-	PUNCT
spir-12262	6	9	diy	diy	NOUN
spir-12262	6	10	data	datum	NOUN
spir-12262	6	11	set	set	VERB
spir-12262	6	12	m.	m.	PROPN
spir-12262	6	13	sylvia	sylvia	PROPN
spir-12262	6	14	weintraub	weintraub	PROPN
spir-12262	6	15	sam	sam	PROPN
spir-12262	6	16	houston	houston	PROPN
spir-12262	6	17	state	state	PROPN
spir-12262	6	18	university	university	PROPN
spir-12262	6	19	david	david	PROPN
spir-12262	6	20	r.w	r.w	PROPN
spir-12262	6	21	.	.	PROPN
spir-12262	7	1	sears	sears	PROPN
spir-12262	7	2	texas	texas	PROPN
spir-12262	7	3	tech	tech	PROPN
spir-12262	7	4	university	university	PROPN
spir-12262	7	5	abstract	abstract	NOUN
spir-12262	7	6	the	the	DET
spir-12262	7	7	do	do	AUX
spir-12262	7	8	-	-	PUNCT
spir-12262	7	9	it	it	PRON
spir-12262	7	10	-	-	PUNCT
spir-12262	7	11	yourself	yourself	PRON
spir-12262	7	12	(	(	PUNCT
spir-12262	7	13	diy	diy	NOUN
spir-12262	7	14	)	)	PUNCT
spir-12262	7	15	community	community	NOUN
spir-12262	7	16	is	be	AUX
spir-12262	7	17	currently	currently	ADV
spir-12262	7	18	one	one	NUM
spir-12262	7	19	of	of	ADP
spir-12262	7	20	the	the	DET
spir-12262	7	21	largest	large	ADJ
spir-12262	7	22	creative	creative	ADJ
spir-12262	7	23	content	content	NOUN
spir-12262	7	24	communities	community	NOUN
spir-12262	7	25	on	on	ADP
spir-12262	7	26	pinterest	pinter	ADJ
spir-12262	7	27	(	(	PUNCT
spir-12262	7	28	hall	hall	NOUN
spir-12262	7	29	et	et	PROPN
spir-12262	7	30	al	al	PROPN
spir-12262	7	31	.	.	PROPN
spir-12262	7	32	,	,	PUNCT
spir-12262	7	33	2018	2018	NUM
spir-12262	7	34	)	)	PUNCT
spir-12262	7	35	,	,	PUNCT
spir-12262	7	36	a	a	DET
spir-12262	7	37	social	social	ADJ
spir-12262	7	38	networking	network	VERB
spir-12262	7	39	service	service	NOUN
spir-12262	7	40	(	(	PUNCT
spir-12262	7	41	sns	sns	PROPN
spir-12262	7	42	)	)	PUNCT
spir-12262	7	43	that	that	PRON
spir-12262	7	44	encourages	encourage	VERB
spir-12262	7	45	users	user	NOUN
spir-12262	7	46	to	to	PART
spir-12262	7	47	both	both	PRON
spir-12262	7	48	share	share	VERB
spir-12262	7	49	information	information	NOUN
spir-12262	7	50	about	about	ADP
spir-12262	7	51	creative	creative	ADJ
spir-12262	7	52	processes	process	NOUN
spir-12262	7	53	and	and	CCONJ
spir-12262	7	54	attempt	attempt	VERB
spir-12262	7	55	projects	project	NOUN
spir-12262	7	56	in	in	ADP
spir-12262	7	57	real	real	ADJ
spir-12262	7	58	life	life	NOUN
spir-12262	7	59	(	(	PUNCT
spir-12262	7	60	irl	irl	NOUN
spir-12262	7	61	)	)	PUNCT
spir-12262	7	62	.	.	PUNCT
spir-12262	8	1	pinterest	pinter	ADJ
spir-12262	8	2	users	user	NOUN
spir-12262	8	3	share	share	VERB
spir-12262	8	4	ongoing	ongoing	ADJ
spir-12262	8	5	projects	project	NOUN
spir-12262	8	6	by	by	ADP
spir-12262	8	7	creating	create	VERB
spir-12262	8	8	project	project	NOUN
spir-12262	8	9	“	"	PUNCT
spir-12262	8	10	pins	pin	NOUN
spir-12262	8	11	”	"	PUNCT
spir-12262	8	12	,	,	PUNCT
spir-12262	8	13	which	which	PRON
spir-12262	8	14	consist	consist	VERB
spir-12262	8	15	of	of	ADP
spir-12262	8	16	images	image	NOUN
spir-12262	8	17	,	,	PUNCT
spir-12262	8	18	videos	video	NOUN
spir-12262	8	19	,	,	PUNCT
spir-12262	8	20	and	and	CCONJ
spir-12262	8	21	text	text	NOUN
spir-12262	8	22	descriptions	description	NOUN
spir-12262	8	23	of	of	ADP
spir-12262	8	24	creative	creative	ADJ
spir-12262	8	25	content	content	NOUN
spir-12262	8	26	.	.	PUNCT
spir-12262	9	1	and	and	CCONJ
spir-12262	9	2	yet	yet	ADV
spir-12262	9	3	,	,	PUNCT
spir-12262	9	4	while	while	SCONJ
spir-12262	9	5	several	several	ADJ
spir-12262	9	6	studies	study	NOUN
spir-12262	9	7	have	have	AUX
spir-12262	9	8	investigated	investigate	VERB
spir-12262	9	9	user	user	NOUN
spir-12262	9	10	behavior	behavior	NOUN
spir-12262	9	11	in	in	ADP
spir-12262	9	12	relation	relation	NOUN
spir-12262	9	13	to	to	ADP
spir-12262	9	14	everyday	everyday	ADJ
spir-12262	9	15	ideation	ideation	NOUN
spir-12262	9	16	and	and	CCONJ
spir-12262	9	17	creativity	creativity	NOUN
spir-12262	9	18	on	on	ADP
spir-12262	9	19	the	the	DET
spir-12262	9	20	site	site	NOUN
spir-12262	9	21	(	(	PUNCT
spir-12262	9	22	linder	linder	PROPN
spir-12262	9	23	et	et	PROPN
spir-12262	9	24	al	al	PROPN
spir-12262	9	25	.	.	PROPN
spir-12262	9	26	,	,	PUNCT
spir-12262	9	27	2014	2014	NUM
spir-12262	9	28	,	,	PUNCT
spir-12262	9	29	hu	hu	PROPN
spir-12262	9	30	et	et	PROPN
spir-12262	9	31	al	al	PROPN
spir-12262	9	32	.	.	PROPN
spir-12262	9	33	,	,	PUNCT
spir-12262	9	34	2018	2018	NUM
spir-12262	9	35	,	,	PUNCT
spir-12262	9	36	mull	mull	NOUN
spir-12262	9	37	and	and	CCONJ
spir-12262	9	38	lee	lee	PROPN
spir-12262	9	39	,	,	PUNCT
spir-12262	9	40	2014	2014	NUM
spir-12262	9	41	)	)	PUNCT
spir-12262	9	42	,	,	PUNCT
spir-12262	9	43	little	little	ADJ
spir-12262	9	44	is	be	AUX
spir-12262	9	45	known	know	VERB
spir-12262	9	46	about	about	ADP
spir-12262	9	47	the	the	DET
spir-12262	9	48	characteristics	characteristic	NOUN
spir-12262	9	49	that	that	PRON
spir-12262	9	50	lead	lead	VERB
spir-12262	9	51	users	user	NOUN
spir-12262	9	52	to	to	PART
spir-12262	9	53	prefer	prefer	VERB
spir-12262	9	54	some	some	DET
spir-12262	9	55	diy	diy	NOUN
spir-12262	9	56	projects	project	NOUN
spir-12262	9	57	over	over	ADP
spir-12262	9	58	others	other	NOUN
spir-12262	9	59	.	.	PUNCT
spir-12262	10	1	thus	thus	ADV
spir-12262	10	2	,	,	PUNCT
spir-12262	10	3	this	this	DET
spir-12262	10	4	paper	paper	NOUN
spir-12262	10	5	introduces	introduce	VERB
spir-12262	10	6	the	the	DET
spir-12262	10	7	pinterest	pinter	ADJ
spir-12262	10	8	-	-	PUNCT
spir-12262	10	9	diy	diy	NOUN
spir-12262	10	10	data	datum	NOUN
spir-12262	10	11	set	set	VERB
spir-12262	10	12	,	,	PUNCT
spir-12262	10	13	which	which	PRON
spir-12262	10	14	consists	consist	VERB
spir-12262	10	15	of	of	ADP
spir-12262	10	16	text	text	NOUN
spir-12262	10	17	data	datum	NOUN
spir-12262	10	18	mined	mine	VERB
spir-12262	10	19	from	from	ADP
spir-12262	10	20	500	500	NUM
spir-12262	10	21	diy	diy	NOUN
spir-12262	10	22	project	project	NOUN
spir-12262	10	23	pins	pin	NOUN
spir-12262	10	24	on	on	ADP
spir-12262	10	25	pinterest	pinter	ADJ
spir-12262	10	26	.	.	PUNCT
spir-12262	11	1	using	use	VERB
spir-12262	11	2	a	a	DET
spir-12262	11	3	custom	custom	NOUN
spir-12262	11	4	sampling	sampling	NOUN
spir-12262	11	5	approach	approach	NOUN
spir-12262	11	6	,	,	PUNCT
spir-12262	11	7	we	we	PRON
spir-12262	11	8	created	create	VERB
spir-12262	11	9	a	a	DET
spir-12262	11	10	taxonomy	taxonomy	NOUN
spir-12262	11	11	of	of	ADP
spir-12262	11	12	diy	diy	NOUN
spir-12262	11	13	characteristics	characteristic	NOUN
spir-12262	11	14	related	relate	VERB
spir-12262	11	15	to	to	ADP
spir-12262	11	16	each	each	DET
spir-12262	11	17	pin	pin	NOUN
spir-12262	11	18	’s	’s	PART
spir-12262	11	19	project	project	NOUN
spir-12262	11	20	type	type	NOUN
spir-12262	11	21	,	,	PUNCT
spir-12262	11	22	function	function	NOUN
spir-12262	11	23	,	,	PUNCT
spir-12262	11	24	materials	material	NOUN
spir-12262	11	25	,	,	PUNCT
spir-12262	11	26	and	and	CCONJ
spir-12262	11	27	complexity	complexity	NOUN
spir-12262	11	28	.	.	PUNCT
spir-12262	12	1	to	to	PART
spir-12262	12	2	measure	measure	VERB
spir-12262	12	3	user	user	NOUN
spir-12262	12	4	preferences	preference	NOUN
spir-12262	12	5	on	on	ADP
spir-12262	12	6	the	the	DET
spir-12262	12	7	site	site	NOUN
spir-12262	12	8	,	,	PUNCT
spir-12262	12	9	we	we	PRON
spir-12262	12	10	also	also	ADV
spir-12262	12	11	conducted	conduct	VERB
spir-12262	12	12	a	a	DET
spir-12262	12	13	sentiment	sentiment	NOUN
spir-12262	12	14	analysis	analysis	NOUN
spir-12262	12	15	on	on	ADP
spir-12262	12	16	user	user	NOUN
spir-12262	12	17	comments	comment	NOUN
spir-12262	12	18	for	for	ADP
spir-12262	12	19	each	each	DET
spir-12262	12	20	diy	diy	NOUN
spir-12262	12	21	project	project	NOUN
spir-12262	12	22	pin	pin	NOUN
spir-12262	12	23	.	.	PUNCT
spir-12262	13	1	this	this	DET
spir-12262	13	2	paper	paper	NOUN
spir-12262	13	3	introduces	introduce	VERB
spir-12262	13	4	the	the	DET
spir-12262	13	5	data	datum	NOUN
spir-12262	13	6	set	set	VERB
spir-12262	13	7	and	and	CCONJ
spir-12262	13	8	presents	present	VERB
spir-12262	13	9	two	two	NUM
spir-12262	13	10	use	use	NOUN
spir-12262	13	11	cases	case	NOUN
spir-12262	13	12	for	for	ADP
spir-12262	13	13	the	the	DET
spir-12262	13	14	internet	internet	NOUN
spir-12262	13	15	research	research	NOUN
spir-12262	13	16	community	community	NOUN
spir-12262	13	17	using	use	VERB
spir-12262	13	18	both	both	CCONJ
spir-12262	13	19	exploratory	exploratory	ADJ
spir-12262	13	20	and	and	CCONJ
spir-12262	13	21	confirmatory	confirmatory	ADJ
spir-12262	13	22	statistical	statistical	ADJ
spir-12262	13	23	methods	method	NOUN
spir-12262	13	24	.	.	PUNCT
spir-12262	14	1	in	in	ADP
spir-12262	14	2	our	our	PRON
spir-12262	14	3	view	view	NOUN
spir-12262	14	4	,	,	PUNCT
spir-12262	14	5	the	the	DET
spir-12262	14	6	pinterest	pinter	ADJ
spir-12262	14	7	-	-	PUNCT
spir-12262	14	8	diy	diy	NOUN
spir-12262	14	9	data	datum	NOUN
spir-12262	14	10	set	set	VERB
spir-12262	14	11	will	will	AUX
spir-12262	14	12	provide	provide	VERB
spir-12262	14	13	further	further	ADJ
spir-12262	14	14	opportunities	opportunity	NOUN
spir-12262	14	15	to	to	PART
spir-12262	14	16	examine	examine	VERB
spir-12262	14	17	whether	whether	SCONJ
spir-12262	14	18	,	,	PUNCT
spir-12262	14	19	and	and	CCONJ
spir-12262	14	20	to	to	ADP
spir-12262	14	21	what	what	DET
spir-12262	14	22	degree	degree	NOUN
spir-12262	14	23	,	,	PUNCT
spir-12262	14	24	participation	participation	NOUN
spir-12262	14	25	in	in	ADP
spir-12262	14	26	online	online	ADJ
spir-12262	14	27	diy	diy	NOUN
spir-12262	14	28	communities	community	NOUN
spir-12262	14	29	promotes	promote	VERB
spir-12262	14	30	everyday	everyday	ADJ
spir-12262	14	31	creativity	creativity	NOUN
spir-12262	14	32	and	and	CCONJ
spir-12262	14	33	increases	increase	VERB
spir-12262	14	34	engagement	engagement	NOUN
spir-12262	14	35	with	with	ADP
spir-12262	14	36	physical	physical	ADJ
spir-12262	14	37	matter	matter	NOUN
spir-12262	14	38	.	.	PUNCT
spir-12262	15	1	introduction	introduction	NOUN
spir-12262	15	2	relative	relative	ADJ
spir-12262	15	3	to	to	ADP
spir-12262	15	4	other	other	ADJ
spir-12262	15	5	animals	animal	NOUN
spir-12262	15	6	,	,	PUNCT
spir-12262	15	7	humans	human	NOUN
spir-12262	15	8	are	be	AUX
spir-12262	15	9	uniquely	uniquely	ADV
spir-12262	15	10	adept	adept	ADJ
spir-12262	15	11	at	at	ADP
spir-12262	15	12	manipulating	manipulate	VERB
spir-12262	15	13	matter	matter	NOUN
spir-12262	15	14	,	,	PUNCT
spir-12262	15	15	yet	yet	CCONJ
spir-12262	15	16	modern	modern	ADJ
spir-12262	15	17	commodity	commodity	NOUN
spir-12262	15	18	culture	culture	NOUN
spir-12262	15	19	discourages	discourage	VERB
spir-12262	15	20	individuals	individual	NOUN
spir-12262	15	21	from	from	ADP
spir-12262	15	22	attempting	attempt	VERB
spir-12262	15	23	to	to	PART
spir-12262	15	24	fix	fix	VERB
spir-12262	15	25	,	,	PUNCT
spir-12262	15	26	adjust	adjust	VERB
spir-12262	15	27	,	,	PUNCT
spir-12262	15	28	construct	construct	VERB
spir-12262	15	29	,	,	PUNCT
spir-12262	15	30	or	or	CCONJ
spir-12262	15	31	re	re	NOUN
spir-12262	15	32	-	-	NOUN
spir-12262	15	33	fashion	fashion	NOUN
spir-12262	15	34	materials	material	NOUN
spir-12262	15	35	(	(	PUNCT
spir-12262	15	36	kuznetsov	kuznetsov	NOUN
spir-12262	15	37	&	&	CCONJ
spir-12262	15	38	paulos	paulo	NOUN
spir-12262	15	39	,	,	PUNCT
spir-12262	15	40	2010	2010	NUM
spir-12262	15	41	)	)	PUNCT
spir-12262	15	42	.	.	PUNCT
spir-12262	16	1	moreover	moreover	ADV
spir-12262	16	2	,	,	PUNCT
spir-12262	16	3	it	it	PRON
spir-12262	16	4	has	have	AUX
spir-12262	16	5	been	be	AUX
spir-12262	16	6	argued	argue	VERB
spir-12262	16	7	that	that	SCONJ
spir-12262	16	8	virtual	virtual	ADJ
spir-12262	16	9	platforms	platform	NOUN
spir-12262	16	10	distract	distract	VERB
spir-12262	16	11	and	and	CCONJ
spir-12262	16	12	disengage	disengage	VERB
spir-12262	16	13	users	user	NOUN
spir-12262	16	14	from	from	ADP
spir-12262	16	15	their	their	PRON
spir-12262	16	16	surrounding	surround	VERB
spir-12262	16	17	2	2	NUM
spir-12262	16	18	environment	environment	NOUN
spir-12262	16	19	(	(	PUNCT
spir-12262	16	20	sears	sears	PROPN
spir-12262	16	21	&	&	CCONJ
spir-12262	16	22	jacko	jacko	PROPN
spir-12262	16	23	,	,	PUNCT
spir-12262	16	24	2009	2009	NUM
spir-12262	16	25	)	)	PUNCT
spir-12262	16	26	.	.	PUNCT
spir-12262	17	1	thus	thus	ADV
spir-12262	17	2	,	,	PUNCT
spir-12262	17	3	although	although	SCONJ
spir-12262	17	4	humans	human	NOUN
spir-12262	17	5	exhibit	exhibit	VERB
spir-12262	17	6	creative	creative	ADJ
spir-12262	17	7	and	and	CCONJ
spir-12262	17	8	constructive	constructive	ADJ
spir-12262	17	9	making	making	NOUN
spir-12262	17	10	behaviors	behavior	NOUN
spir-12262	17	11	(	(	PUNCT
spir-12262	17	12	e.g.	e.g.	ADV
spir-12262	17	13	creative	creative	ADJ
spir-12262	17	14	ideation	ideation	NOUN
spir-12262	17	15	and	and	CCONJ
spir-12262	17	16	everyday	everyday	ADJ
spir-12262	17	17	creativity	creativity	NOUN
spir-12262	17	18	)	)	PUNCT
spir-12262	17	19	,	,	PUNCT
spir-12262	17	20	engagement	engagement	NOUN
spir-12262	17	21	in	in	ADP
spir-12262	17	22	social	social	ADJ
spir-12262	17	23	media	medium	NOUN
spir-12262	17	24	,	,	PUNCT
spir-12262	17	25	social	social	ADJ
spir-12262	17	26	networking	networking	NOUN
spir-12262	17	27	services	service	NOUN
spir-12262	17	28	(	(	PUNCT
spir-12262	17	29	snss	sns	NOUN
spir-12262	17	30	)	)	PUNCT
spir-12262	17	31	,	,	PUNCT
spir-12262	17	32	and	and	CCONJ
spir-12262	17	33	other	other	ADJ
spir-12262	17	34	online	online	ADJ
spir-12262	17	35	activities	activity	NOUN
spir-12262	17	36	can	can	AUX
spir-12262	17	37	discourage	discourage	VERB
spir-12262	17	38	behaviors	behavior	NOUN
spir-12262	17	39	related	relate	VERB
spir-12262	17	40	to	to	ADP
spir-12262	17	41	manipulating	manipulate	VERB
spir-12262	17	42	material	material	ADJ
spir-12262	17	43	entities	entity	NOUN
spir-12262	17	44	.	.	PUNCT
spir-12262	18	1	and	and	CCONJ
spir-12262	18	2	yet	yet	ADV
spir-12262	18	3	,	,	PUNCT
spir-12262	18	4	scholarship	scholarship	NOUN
spir-12262	18	5	on	on	ADP
spir-12262	18	6	snss	sns	NOUN
spir-12262	18	7	like	like	ADP
spir-12262	18	8	pinterest	pinter	ADJ
spir-12262	18	9	,	,	PUNCT
spir-12262	18	10	which	which	PRON
spir-12262	18	11	affords	afford	VERB
spir-12262	18	12	users	user	NOUN
spir-12262	18	13	opportunities	opportunity	NOUN
spir-12262	18	14	to	to	PART
spir-12262	18	15	learn	learn	VERB
spir-12262	18	16	about	about	ADP
spir-12262	18	17	,	,	PUNCT
spir-12262	18	18	and	and	CCONJ
spir-12262	18	19	participate	participate	VERB
spir-12262	18	20	in	in	ADP
spir-12262	18	21	,	,	PUNCT
spir-12262	18	22	creative	creative	ADJ
spir-12262	18	23	diy	diy	NOUN
spir-12262	18	24	practices	practice	NOUN
spir-12262	18	25	,	,	PUNCT
spir-12262	18	26	has	have	VERB
spir-12262	18	27	yet	yet	ADV
spir-12262	18	28	to	to	PART
spir-12262	18	29	examine	examine	VERB
spir-12262	18	30	the	the	DET
spir-12262	18	31	impact	impact	NOUN
spir-12262	18	32	of	of	ADP
spir-12262	18	33	these	these	DET
spir-12262	18	34	online	online	ADJ
spir-12262	18	35	platforms	platform	NOUN
spir-12262	18	36	on	on	ADP
spir-12262	18	37	the	the	DET
spir-12262	18	38	diy	diy	NOUN
spir-12262	18	39	community	community	NOUN
spir-12262	18	40	.	.	PUNCT
spir-12262	19	1	to	to	PART
spir-12262	19	2	address	address	VERB
spir-12262	19	3	this	this	DET
spir-12262	19	4	issue	issue	NOUN
spir-12262	19	5	,	,	PUNCT
spir-12262	19	6	this	this	DET
spir-12262	19	7	paper	paper	NOUN
spir-12262	19	8	introduces	introduce	VERB
spir-12262	19	9	the	the	DET
spir-12262	19	10	pinterest	pinter	ADJ
spir-12262	19	11	-	-	PUNCT
spir-12262	19	12	diy	diy	NOUN
spir-12262	19	13	data	datum	NOUN
spir-12262	19	14	set	set	VERB
spir-12262	19	15	,	,	PUNCT
spir-12262	19	16	which	which	PRON
spir-12262	19	17	features	feature	VERB
spir-12262	19	18	text	text	NOUN
spir-12262	19	19	data	datum	NOUN
spir-12262	19	20	mined	mine	VERB
spir-12262	19	21	from	from	ADP
spir-12262	19	22	500	500	NUM
spir-12262	19	23	diy	diy	NOUN
spir-12262	19	24	project	project	NOUN
spir-12262	19	25	pins	pin	NOUN
spir-12262	19	26	.	.	PUNCT
spir-12262	20	1	we	we	PRON
spir-12262	20	2	first	first	ADV
spir-12262	20	3	describe	describe	VERB
spir-12262	20	4	the	the	DET
spir-12262	20	5	taxonomy	taxonomy	NOUN
spir-12262	20	6	of	of	ADP
spir-12262	20	7	coded	code	VERB
spir-12262	20	8	categories	category	NOUN
spir-12262	20	9	(	(	PUNCT
spir-12262	20	10	i.e.	i.e.	X
spir-12262	20	11	project	project	NOUN
spir-12262	20	12	type	type	NOUN
spir-12262	20	13	,	,	PUNCT
spir-12262	20	14	project	project	NOUN
spir-12262	20	15	theme	theme	NOUN
spir-12262	20	16	,	,	PUNCT
spir-12262	20	17	material(s	material(s	ADJ
spir-12262	20	18	)	)	PUNCT
spir-12262	20	19	type	type	NOUN
spir-12262	20	20	,	,	PUNCT
spir-12262	20	21	first	first	ADV
spir-12262	20	22	,	,	PUNCT
spir-12262	20	23	image	image	NOUN
spir-12262	20	24	,	,	PUNCT
spir-12262	20	25	and	and	CCONJ
spir-12262	20	26	task	task	NOUN
spir-12262	20	27	complexity	complexity	NOUN
spir-12262	20	28	)	)	PUNCT
spir-12262	20	29	included	include	VERB
spir-12262	20	30	in	in	ADP
spir-12262	20	31	the	the	DET
spir-12262	20	32	data	datum	NOUN
spir-12262	20	33	set	set	VERB
spir-12262	20	34	,	,	PUNCT
spir-12262	20	35	and	and	CCONJ
spir-12262	20	36	then	then	ADV
spir-12262	20	37	present	present	VERB
spir-12262	20	38	two	two	NUM
spir-12262	20	39	potential	potential	ADJ
spir-12262	20	40	applications	application	NOUN
spir-12262	20	41	of	of	ADP
spir-12262	20	42	the	the	DET
spir-12262	20	43	data	datum	NOUN
spir-12262	20	44	set	set	VERB
spir-12262	20	45	that	that	PRON
spir-12262	20	46	feature	feature	VERB
spir-12262	20	47	both	both	CCONJ
spir-12262	20	48	descriptive	descriptive	ADJ
spir-12262	20	49	(	(	PUNCT
spir-12262	20	50	exploratory	exploratory	NOUN
spir-12262	20	51	)	)	PUNCT
spir-12262	20	52	and	and	CCONJ
spir-12262	20	53	inferential	inferential	ADJ
spir-12262	20	54	(	(	PUNCT
spir-12262	20	55	confirmatory	confirmatory	ADJ
spir-12262	20	56	)	)	PUNCT
spir-12262	20	57	statistical	statistical	ADJ
spir-12262	20	58	methods	method	NOUN
spir-12262	20	59	.	.	PUNCT
spir-12262	21	1	methods	method	NOUN
spir-12262	21	2	the	the	DET
spir-12262	21	3	data	datum	NOUN
spir-12262	21	4	for	for	ADP
spir-12262	21	5	this	this	DET
spir-12262	21	6	study	study	NOUN
spir-12262	21	7	have	have	AUX
spir-12262	21	8	been	be	AUX
spir-12262	21	9	mined	mine	VERB
spir-12262	21	10	from	from	ADP
spir-12262	21	11	diy	diy	NOUN
spir-12262	21	12	project	project	NOUN
spir-12262	21	13	pins	pin	NOUN
spir-12262	21	14	beginning	begin	VERB
spir-12262	21	15	prior	prior	ADV
spir-12262	21	16	to	to	ADP
spir-12262	21	17	the	the	DET
spir-12262	21	18	covid-19	covid-19	PROPN
spir-12262	21	19	pandemic	pandemic	NOUN
spir-12262	21	20	.	.	PUNCT
spir-12262	22	1	pinterest	pinterest	VERB
spir-12262	22	2	’s	’s	PART
spir-12262	22	3	live	live	ADJ
spir-12262	22	4	feed	feed	NOUN
spir-12262	22	5	showcases	showcase	NOUN
spir-12262	22	6	pins	pin	NOUN
spir-12262	22	7	as	as	ADP
spir-12262	22	8	images	image	NOUN
spir-12262	22	9	,	,	PUNCT
spir-12262	22	10	and	and	CCONJ
spir-12262	22	11	diy	diy	NOUN
spir-12262	22	12	pins	pin	NOUN
spir-12262	22	13	were	be	AUX
spir-12262	22	14	identified	identify	VERB
spir-12262	22	15	as	as	ADP
spir-12262	22	16	aesthetic	aesthetic	ADJ
spir-12262	22	17	projects	project	NOUN
spir-12262	22	18	that	that	PRON
spir-12262	22	19	may	may	AUX
spir-12262	22	20	or	or	CCONJ
spir-12262	22	21	may	may	AUX
spir-12262	22	22	not	not	PART
spir-12262	22	23	also	also	ADV
spir-12262	22	24	perform	perform	VERB
spir-12262	22	25	a	a	DET
spir-12262	22	26	utilitarian	utilitarian	ADJ
spir-12262	22	27	function	function	NOUN
spir-12262	22	28	.	.	PUNCT
spir-12262	23	1	a	a	DET
spir-12262	23	2	two	two	NUM
spir-12262	23	3	-	-	PUNCT
spir-12262	23	4	tier	tier	NOUN
spir-12262	23	5	systematic	systematic	ADJ
spir-12262	23	6	sampling	sampling	NOUN
spir-12262	23	7	approach	approach	NOUN
spir-12262	23	8	was	be	AUX
spir-12262	23	9	conducted	conduct	VERB
spir-12262	23	10	that	that	SCONJ
spir-12262	23	11	first	first	ADV
spir-12262	23	12	searched	search	VERB
spir-12262	23	13	for	for	ADP
spir-12262	23	14	the	the	DET
spir-12262	23	15	keyword	keyword	NOUN
spir-12262	23	16	‘	'	PUNCT
spir-12262	23	17	diy	diy	NOUN
spir-12262	23	18	’	'	PUNCT
spir-12262	23	19	using	use	VERB
spir-12262	23	20	pinterest	pinterest	PROPN
spir-12262	23	21	’s	’s	PART
spir-12262	23	22	search	search	NOUN
spir-12262	23	23	engine	engine	NOUN
spir-12262	23	24	,	,	PUNCT
spir-12262	23	25	and	and	CCONJ
spir-12262	23	26	then	then	ADV
spir-12262	23	27	filtered	filter	VERB
spir-12262	23	28	results	result	NOUN
spir-12262	23	29	to	to	PART
spir-12262	23	30	only	only	ADV
spir-12262	23	31	include	include	VERB
spir-12262	23	32	pins	pin	NOUN
spir-12262	23	33	that	that	PRON
spir-12262	23	34	contain	contain	VERB
spir-12262	23	35	videos	video	NOUN
spir-12262	23	36	.	.	PUNCT
spir-12262	24	1	pins	pin	NOUN
spir-12262	24	2	containing	contain	VERB
spir-12262	24	3	a	a	DET
spir-12262	24	4	minimum	minimum	NOUN
spir-12262	24	5	of	of	ADP
spir-12262	24	6	five	five	NUM
spir-12262	24	7	comments	comment	NOUN
spir-12262	24	8	and	and	CCONJ
spir-12262	24	9	a	a	DET
spir-12262	24	10	maximum	maximum	NOUN
spir-12262	24	11	of	of	ADP
spir-12262	24	12	twenty	twenty	NUM
spir-12262	24	13	-	-	PUNCT
spir-12262	24	14	five	five	NUM
spir-12262	24	15	comments	comment	NOUN
spir-12262	24	16	were	be	AUX
spir-12262	24	17	selected	select	VERB
spir-12262	24	18	,	,	PUNCT
spir-12262	24	19	and	and	CCONJ
spir-12262	24	20	all	all	DET
spir-12262	24	21	reply	reply	NOUN
spir-12262	24	22	comments	comment	NOUN
spir-12262	24	23	appearing	appear	VERB
spir-12262	24	24	in	in	ADP
spir-12262	24	25	threads	thread	NOUN
spir-12262	24	26	were	be	AUX
spir-12262	24	27	included	include	VERB
spir-12262	24	28	.	.	PUNCT
spir-12262	25	1	self	self	NOUN
spir-12262	25	2	-	-	PUNCT
spir-12262	25	3	promoting	promote	VERB
spir-12262	25	4	comments	comment	NOUN
spir-12262	25	5	(	(	PUNCT
spir-12262	25	6	e.g.	e.g.	ADV
spir-12262	25	7	,	,	PUNCT
spir-12262	25	8	“	"	PUNCT
spir-12262	25	9	pinboard	pinboard	NOUN
spir-12262	25	10	”	"	PUNCT
spir-12262	25	11	follow	follow	NOUN
spir-12262	25	12	requests	request	NOUN
spir-12262	25	13	and	and	CCONJ
spir-12262	25	14	advertisements	advertisement	NOUN
spir-12262	25	15	)	)	PUNCT
spir-12262	25	16	were	be	AUX
spir-12262	25	17	excluded	exclude	VERB
spir-12262	25	18	.	.	PUNCT
spir-12262	26	1	for	for	ADP
spir-12262	26	2	each	each	DET
spir-12262	26	3	pin	pin	NOUN
spir-12262	26	4	,	,	PUNCT
spir-12262	26	5	the	the	DET
spir-12262	26	6	diy	diy	NOUN
spir-12262	26	7	project	project	NOUN
spir-12262	26	8	title	title	NOUN
spir-12262	26	9	,	,	PUNCT
spir-12262	26	10	description	description	NOUN
spir-12262	26	11	,	,	PUNCT
spir-12262	26	12	number	number	NOUN
spir-12262	26	13	of	of	ADP
spir-12262	26	14	comments	comment	NOUN
spir-12262	26	15	at	at	ADP
spir-12262	26	16	the	the	DET
spir-12262	26	17	time	time	NOUN
spir-12262	26	18	of	of	ADP
spir-12262	26	19	data	datum	NOUN
spir-12262	26	20	entry	entry	NOUN
spir-12262	26	21	,	,	PUNCT
spir-12262	26	22	whether	whether	SCONJ
spir-12262	26	23	videos	video	NOUN
spir-12262	26	24	begin	begin	VERB
spir-12262	26	25	with	with	ADP
spir-12262	26	26	by	by	ADP
spir-12262	26	27	showing	show	VERB
spir-12262	26	28	inprocess	inprocess	ADJ
spir-12262	26	29	shots	shot	NOUN
spir-12262	26	30	or	or	CCONJ
spir-12262	26	31	completed	complete	VERB
spir-12262	26	32	projects	project	NOUN
spir-12262	26	33	,	,	PUNCT
spir-12262	26	34	and	and	CCONJ
spir-12262	26	35	the	the	DET
spir-12262	26	36	length	length	NOUN
spir-12262	26	37	of	of	ADP
spir-12262	26	38	the	the	DET
spir-12262	26	39	videos	video	NOUN
spir-12262	26	40	were	be	AUX
spir-12262	26	41	encoded	encode	VERB
spir-12262	26	42	.	.	PUNCT
spir-12262	27	1	finally	finally	ADV
spir-12262	27	2	,	,	PUNCT
spir-12262	27	3	the	the	DET
spir-12262	27	4	total	total	ADJ
spir-12262	27	5	number	number	NOUN
spir-12262	27	6	of	of	ADP
spir-12262	27	7	reactions	reaction	NOUN
spir-12262	27	8	(	(	PUNCT
spir-12262	27	9	i.e.	i.e.	X
spir-12262	27	10	‘	'	PUNCT
spir-12262	27	11	love	love	NOUN
spir-12262	27	12	’	'	PUNCT
spir-12262	27	13	,	,	PUNCT
spir-12262	27	14	‘	'	PUNCT
spir-12262	27	15	haha	haha	INTJ
spir-12262	27	16	’	'	PUNCT
spir-12262	27	17	,	,	PUNCT
spir-12262	27	18	‘	'	PUNCT
spir-12262	27	19	thanks	thank	NOUN
spir-12262	27	20	’	'	PUNCT
spir-12262	27	21	,	,	PUNCT
spir-12262	27	22	‘	'	PUNCT
spir-12262	27	23	good	good	ADJ
spir-12262	27	24	idea	idea	NOUN
spir-12262	27	25	’	'	PUNCT
spir-12262	27	26	,	,	PUNCT
spir-12262	27	27	and	and	CCONJ
spir-12262	27	28	‘	'	PUNCT
spir-12262	27	29	wow	wow	INTJ
spir-12262	27	30	’	'	PUNCT
spir-12262	27	31	)	)	PUNCT
spir-12262	27	32	to	to	PART
spir-12262	27	33	diy	diy	NOUN
spir-12262	27	34	project	project	NOUN
spir-12262	27	35	pins	pin	NOUN
spir-12262	27	36	was	be	AUX
spir-12262	27	37	also	also	ADV
spir-12262	27	38	entered	enter	VERB
spir-12262	27	39	.	.	PUNCT
spir-12262	28	1	a	a	DET
spir-12262	28	2	preliminary	preliminary	ADJ
spir-12262	28	3	exploratory	exploratory	ADJ
spir-12262	28	4	study	study	NOUN
spir-12262	28	5	was	be	AUX
spir-12262	28	6	conducted	conduct	VERB
spir-12262	28	7	to	to	PART
spir-12262	28	8	create	create	VERB
spir-12262	28	9	a	a	DET
spir-12262	28	10	taxonomy	taxonomy	NOUN
spir-12262	28	11	of	of	ADP
spir-12262	28	12	relevant	relevant	ADJ
spir-12262	28	13	categories	category	NOUN
spir-12262	28	14	based	base	VERB
spir-12262	28	15	on	on	ADP
spir-12262	28	16	a	a	DET
spir-12262	28	17	subset	subset	NOUN
spir-12262	28	18	of	of	ADP
spir-12262	28	19	100	100	NUM
spir-12262	28	20	pins	pin	NOUN
spir-12262	28	21	from	from	ADP
spir-12262	28	22	the	the	DET
spir-12262	28	23	data	datum	NOUN
spir-12262	28	24	set	set	VERB
spir-12262	28	25	.	.	PUNCT
spir-12262	29	1	based	base	VERB
spir-12262	29	2	on	on	ADP
spir-12262	29	3	the	the	DET
spir-12262	29	4	initial	initial	ADJ
spir-12262	29	5	pilot	pilot	NOUN
spir-12262	29	6	study	study	NOUN
spir-12262	29	7	,	,	PUNCT
spir-12262	29	8	four	four	NUM
spir-12262	29	9	categories	category	NOUN
spir-12262	29	10	were	be	AUX
spir-12262	29	11	established	establish	VERB
spir-12262	29	12	to	to	PART
spir-12262	29	13	code	code	VERB
spir-12262	29	14	the	the	DET
spir-12262	29	15	properties	property	NOUN
spir-12262	29	16	of	of	ADP
spir-12262	29	17	each	each	DET
spir-12262	29	18	diy	diy	NOUN
spir-12262	29	19	project	project	NOUN
spir-12262	29	20	pin	pin	NOUN
spir-12262	29	21	in	in	ADP
spir-12262	29	22	the	the	DET
spir-12262	29	23	final	final	ADJ
spir-12262	29	24	data	datum	NOUN
spir-12262	29	25	set	set	NOUN
spir-12262	29	26	:	:	PUNCT
spir-12262	29	27	project	project	NOUN
spir-12262	29	28	type	type	NOUN
spir-12262	29	29	,	,	PUNCT
spir-12262	29	30	project	project	NOUN
spir-12262	29	31	theme	theme	NOUN
spir-12262	29	32	,	,	PUNCT
spir-12262	29	33	material(s	material(s	ADJ
spir-12262	29	34	)	)	PUNCT
spir-12262	29	35	type	type	NOUN
spir-12262	29	36	,	,	PUNCT
spir-12262	29	37	first	first	ADJ
spir-12262	29	38	image	image	NOUN
spir-12262	29	39	,	,	PUNCT
spir-12262	29	40	and	and	CCONJ
spir-12262	29	41	task	task	NOUN
spir-12262	29	42	complexity	complexity	NOUN
spir-12262	29	43	.	.	PUNCT
spir-12262	30	1	the	the	DET
spir-12262	30	2	category	category	NOUN
spir-12262	30	3	project	project	NOUN
spir-12262	30	4	type	type	NOUN
spir-12262	30	5	is	be	AUX
spir-12262	30	6	divided	divide	VERB
spir-12262	30	7	into	into	ADP
spir-12262	30	8	two	two	NUM
spir-12262	30	9	sub	sub	NOUN
spir-12262	30	10	-	-	NOUN
spir-12262	30	11	categories	category	NOUN
spir-12262	30	12	:	:	PUNCT
spir-12262	30	13	‘	'	PUNCT
spir-12262	30	14	repurposed	repurpose	VERB
spir-12262	30	15	/	/	SYM
spir-12262	30	16	upcycled	upcycled	ADJ
spir-12262	30	17	’	'	PUNCT
spir-12262	30	18	projects	project	NOUN
spir-12262	30	19	,	,	PUNCT
spir-12262	30	20	which	which	PRON
spir-12262	30	21	refers	refer	VERB
spir-12262	30	22	to	to	ADP
spir-12262	30	23	objects	object	NOUN
spir-12262	30	24	that	that	PRON
spir-12262	30	25	are	be	AUX
spir-12262	30	26	transformed	transform	VERB
spir-12262	30	27	to	to	PART
spir-12262	30	28	perform	perform	VERB
spir-12262	30	29	new	new	ADJ
spir-12262	30	30	functions	function	NOUN
spir-12262	30	31	or	or	CCONJ
spir-12262	30	32	objects	object	NOUN
spir-12262	30	33	that	that	PRON
spir-12262	30	34	are	be	AUX
spir-12262	30	35	given	give	VERB
spir-12262	30	36	new	new	ADJ
spir-12262	30	37	surface	surface	NOUN
spir-12262	30	38	treatments	treatment	NOUN
spir-12262	30	39	;	;	PUNCT
spir-12262	30	40	and	and	CCONJ
spir-12262	30	41	‘	'	PUNCT
spir-12262	30	42	new	new	ADJ
spir-12262	30	43	builds	build	NOUN
spir-12262	30	44	’	'	PUNCT
spir-12262	30	45	,	,	PUNCT
spir-12262	30	46	which	which	PRON
spir-12262	30	47	are	be	AUX
spir-12262	30	48	constructed	construct	VERB
spir-12262	30	49	from	from	ADP
spir-12262	30	50	raw	raw	ADJ
spir-12262	30	51	materials	material	NOUN
spir-12262	30	52	.	.	PUNCT
spir-12262	31	1	next	next	ADV
spir-12262	31	2	,	,	PUNCT
spir-12262	31	3	project	project	NOUN
spir-12262	31	4	theme	theme	NOUN
spir-12262	31	5	includes	include	VERB
spir-12262	31	6	sub	sub	NOUN
spir-12262	31	7	-	-	NOUN
spir-12262	31	8	categories	category	NOUN
spir-12262	31	9	for	for	ADP
spir-12262	31	10	‘	'	PUNCT
spir-12262	31	11	décor	décor	NOUN
spir-12262	31	12	’	'	PUNCT
spir-12262	31	13	,	,	PUNCT
spir-12262	31	14	‘	'	PUNCT
spir-12262	31	15	utilitarian	utilitarian	ADJ
spir-12262	31	16	’	'	PUNCT
spir-12262	31	17	,	,	PUNCT
spir-12262	31	18	‘	'	PUNCT
spir-12262	31	19	craft	craft	NOUN
spir-12262	31	20	’	'	PUNCT
spir-12262	31	21	,	,	PUNCT
spir-12262	31	22	‘	'	PUNCT
spir-12262	31	23	holiday	holiday	NOUN
spir-12262	31	24	’	'	PUNCT
spir-12262	31	25	,	,	PUNCT
spir-12262	31	26	and	and	CCONJ
spir-12262	31	27	‘	'	PUNCT
spir-12262	31	28	wearable	wearable	ADJ
spir-12262	31	29	’	'	PUNCT
spir-12262	31	30	.	.	PUNCT
spir-12262	32	1	the	the	DET
spir-12262	32	2	material(s	material(s	PROPN
spir-12262	32	3	)	)	PUNCT
spir-12262	32	4	type	type	NOUN
spir-12262	32	5	category	category	NOUN
spir-12262	32	6	contains	contain	VERB
spir-12262	32	7	9	9	NUM
spir-12262	32	8	possible	possible	ADJ
spir-12262	32	9	sub	sub	NOUN
spir-12262	32	10	-	-	NOUN
spir-12262	32	11	categories	category	NOUN
spir-12262	32	12	for	for	ADP
spir-12262	32	13	materials	material	NOUN
spir-12262	32	14	,	,	PUNCT
spir-12262	32	15	including	include	VERB
spir-12262	32	16	‘	'	PUNCT
spir-12262	32	17	paper	paper	NOUN
spir-12262	32	18	’	'	PUNCT
spir-12262	32	19	,	,	PUNCT
spir-12262	32	20	‘	'	PUNCT
spir-12262	32	21	glass	glass	NOUN
spir-12262	32	22	’	'	PUNCT
spir-12262	32	23	,	,	PUNCT
spir-12262	32	24	‘	'	PUNCT
spir-12262	32	25	wood	wood	NOUN
spir-12262	32	26	’	'	PUNCT
spir-12262	32	27	,	,	PUNCT
spir-12262	32	28	‘	'	PUNCT
spir-12262	32	29	fibers	fiber	NOUN
spir-12262	32	30	’	'	PUNCT
spir-12262	32	31	,	,	PUNCT
spir-12262	32	32	‘	'	PUNCT
spir-12262	32	33	metal	metal	NOUN
spir-12262	32	34	’	'	PUNCT
spir-12262	32	35	,	,	PUNCT
spir-12262	32	36	‘	'	PUNCT
spir-12262	32	37	ceramic	ceramic	ADJ
spir-12262	32	38	’	'	PUNCT
spir-12262	32	39	,	,	PUNCT
spir-12262	32	40	‘	'	PUNCT
spir-12262	32	41	natural	natural	ADJ
spir-12262	32	42	’	'	PUNCT
spir-12262	32	43	,	,	PUNCT
spir-12262	32	44	‘	'	PUNCT
spir-12262	32	45	synthetic	synthetic	ADJ
spir-12262	32	46	polymers	polymer	NOUN
spir-12262	32	47	’	'	PUNCT
spir-12262	32	48	and	and	CCONJ
spir-12262	32	49	‘	'	PUNCT
spir-12262	32	50	mixed	mixed	ADJ
spir-12262	32	51	’	'	PUNCT
spir-12262	32	52	,	,	PUNCT
spir-12262	32	53	which	which	PRON
spir-12262	32	54	consist	consist	VERB
spir-12262	32	55	of	of	ADP
spir-12262	32	56	at	at	ADV
spir-12262	32	57	least	least	ADJ
spir-12262	32	58	a	a	DET
spir-12262	32	59	50/50	50/50	NUM
spir-12262	32	60	mixture	mixture	NOUN
spir-12262	32	61	of	of	ADP
spir-12262	32	62	two	two	NUM
spir-12262	32	63	or	or	CCONJ
spir-12262	32	64	more	more	ADJ
spir-12262	32	65	materials	material	NOUN
spir-12262	32	66	.	.	PUNCT
spir-12262	33	1	first	first	ADJ
spir-12262	33	2	image	image	NOUN
spir-12262	33	3	includes	include	VERB
spir-12262	33	4	the	the	DET
spir-12262	33	5	subcategories	subcategorie	NOUN
spir-12262	33	6	‘	'	PUNCT
spir-12262	33	7	final	final	ADJ
spir-12262	33	8	product	product	NOUN
spir-12262	33	9	’	'	PUNCT
spir-12262	33	10	,	,	PUNCT
spir-12262	33	11	‘	'	PUNCT
spir-12262	33	12	work	work	NOUN
spir-12262	33	13	in	in	ADP
spir-12262	33	14	progress	progress	NOUN
spir-12262	33	15	’	'	PUNCT
spir-12262	33	16	,	,	PUNCT
spir-12262	33	17	and	and	CCONJ
spir-12262	33	18	‘	'	PUNCT
spir-12262	33	19	both	both	PRON
spir-12262	33	20	’	'	PUNCT
spir-12262	33	21	to	to	PART
spir-12262	33	22	indicate	indicate	VERB
spir-12262	33	23	that	that	SCONJ
spir-12262	33	24	images	image	NOUN
spir-12262	33	25	show	show	VERB
spir-12262	33	26	the	the	DET
spir-12262	33	27	project	project	NOUN
spir-12262	33	28	both	both	CCONJ
spir-12262	33	29	in	in	ADP
spir-12262	33	30	process	process	NOUN
spir-12262	33	31	and	and	CCONJ
spir-12262	33	32	as	as	ADP
spir-12262	33	33	a	a	DET
spir-12262	33	34	completed	complete	VERB
spir-12262	33	35	project	project	NOUN
spir-12262	33	36	.	.	PUNCT
spir-12262	34	1	finally	finally	ADV
spir-12262	34	2	,	,	PUNCT
spir-12262	34	3	the	the	DET
spir-12262	34	4	task	task	NOUN
spir-12262	34	5	complexity	complexity	NOUN
spir-12262	34	6	category	category	NOUN
spir-12262	34	7	classifies	classify	VERB
spir-12262	34	8	pins	pin	NOUN
spir-12262	34	9	based	base	VERB
spir-12262	34	10	on	on	ADP
spir-12262	34	11	the	the	DET
spir-12262	34	12	number	number	NOUN
spir-12262	34	13	of	of	ADP
spir-12262	34	14	steps	step	NOUN
spir-12262	34	15	required	require	VERB
spir-12262	34	16	to	to	PART
spir-12262	34	17	complete	complete	VERB
spir-12262	34	18	the	the	DET
spir-12262	34	19	project	project	NOUN
spir-12262	34	20	using	use	VERB
spir-12262	34	21	a	a	DET
spir-12262	34	22	5point	5point	NUM
spir-12262	34	23	likert	likert	ADJ
spir-12262	34	24	scale	scale	NOUN
spir-12262	34	25	from	from	ADP
spir-12262	34	26	low	low	ADJ
spir-12262	34	27	to	to	ADP
spir-12262	34	28	high	high	ADJ
spir-12262	34	29	.	.	PUNCT
spir-12262	35	1	projects	project	NOUN
spir-12262	35	2	classified	classify	VERB
spir-12262	35	3	as	as	ADP
spir-12262	35	4	‘	'	PUNCT
spir-12262	35	5	low	low	ADJ
spir-12262	35	6	’	'	PUNCT
spir-12262	35	7	require	require	VERB
spir-12262	35	8	approximately	approximately	ADV
spir-12262	35	9	2	2	NUM
spir-12262	35	10	-	-	SYM
spir-12262	35	11	3	3	NUM
spir-12262	35	12	3	3	NUM
spir-12262	35	13	steps	step	NOUN
spir-12262	35	14	to	to	PART
spir-12262	35	15	complete	complete	VERB
spir-12262	35	16	;	;	PUNCT
spir-12262	35	17	‘	'	PUNCT
spir-12262	35	18	low	low	ADJ
spir-12262	35	19	medium	medium	ADJ
spir-12262	35	20	’	'	PUNCT
spir-12262	35	21	require	require	VERB
spir-12262	35	22	approximately	approximately	ADV
spir-12262	35	23	3	3	NUM
spir-12262	35	24	-	-	SYM
spir-12262	35	25	5	5	NUM
spir-12262	35	26	steps	step	NOUN
spir-12262	35	27	;	;	PUNCT
spir-12262	35	28	‘	'	PUNCT
spir-12262	35	29	medium	medium	ADJ
spir-12262	35	30	’	'	PUNCT
spir-12262	35	31	require	require	VERB
spir-12262	35	32	approximately	approximately	ADV
spir-12262	35	33	5	5	NUM
spir-12262	35	34	-	-	SYM
spir-12262	35	35	7	7	NUM
spir-12262	35	36	steps	step	NOUN
spir-12262	35	37	;	;	PUNCT
spir-12262	35	38	‘	'	PUNCT
spir-12262	35	39	medium	medium	ADJ
spir-12262	35	40	high	high	ADJ
spir-12262	35	41	’	'	PUNCT
spir-12262	35	42	require	require	VERB
spir-12262	35	43	approximately	approximately	ADV
spir-12262	35	44	7	7	NUM
spir-12262	35	45	-	-	SYM
spir-12262	35	46	9	9	NUM
spir-12262	35	47	steps	step	NOUN
spir-12262	35	48	;	;	PUNCT
spir-12262	35	49	and	and	CCONJ
spir-12262	35	50	‘	'	PUNCT
spir-12262	35	51	high	high	ADJ
spir-12262	35	52	’	'	PUNCT
spir-12262	35	53	require	require	VERB
spir-12262	35	54	approximately	approximately	ADV
spir-12262	35	55	9	9	NUM
spir-12262	35	56	or	or	CCONJ
spir-12262	35	57	more	more	ADJ
spir-12262	35	58	steps	step	NOUN
spir-12262	35	59	to	to	PART
spir-12262	35	60	complete	complete	VERB
spir-12262	35	61	.	.	PUNCT
spir-12262	36	1	to	to	PART
spir-12262	36	2	quantify	quantify	VERB
spir-12262	36	3	user	user	NOUN
spir-12262	36	4	preferences	preference	NOUN
spir-12262	36	5	for	for	ADP
spir-12262	36	6	each	each	PRON
spir-12262	36	7	of	of	ADP
spir-12262	36	8	the	the	DET
spir-12262	36	9	project	project	NOUN
spir-12262	36	10	pins	pin	NOUN
spir-12262	36	11	,	,	PUNCT
spir-12262	36	12	the	the	DET
spir-12262	36	13	data	datum	NOUN
spir-12262	36	14	set	set	VERB
spir-12262	36	15	also	also	ADV
spir-12262	36	16	includes	include	VERB
spir-12262	36	17	estimates	estimate	NOUN
spir-12262	36	18	of	of	ADP
spir-12262	36	19	the	the	DET
spir-12262	36	20	emotional	emotional	ADJ
spir-12262	36	21	valence	valence	NOUN
spir-12262	36	22	of	of	ADP
spir-12262	36	23	the	the	DET
spir-12262	36	24	sentiments	sentiment	NOUN
spir-12262	36	25	expressed	express	VERB
spir-12262	36	26	by	by	ADP
spir-12262	36	27	users	user	NOUN
spir-12262	36	28	in	in	ADP
spir-12262	36	29	the	the	DET
spir-12262	36	30	comments	comment	NOUN
spir-12262	36	31	section	section	NOUN
spir-12262	36	32	.	.	PUNCT
spir-12262	37	1	to	to	ADP
spir-12262	37	2	that	that	DET
spir-12262	37	3	end	end	NOUN
spir-12262	37	4	,	,	PUNCT
spir-12262	37	5	we	we	PRON
spir-12262	37	6	conducted	conduct	VERB
spir-12262	37	7	a	a	DET
spir-12262	37	8	sentiment	sentiment	NOUN
spir-12262	37	9	analysis	analysis	NOUN
spir-12262	37	10	on	on	ADP
spir-12262	37	11	the	the	DET
spir-12262	37	12	user	user	NOUN
spir-12262	37	13	comments	comment	NOUN
spir-12262	37	14	using	use	VERB
spir-12262	37	15	the	the	DET
spir-12262	37	16	valence	valence	NOUN
spir-12262	37	17	aware	aware	ADJ
spir-12262	37	18	dictionary	dictionary	ADJ
spir-12262	37	19	and	and	CCONJ
spir-12262	37	20	sentiment	sentiment	NOUN
spir-12262	37	21	reasoner	reasoner	NOUN
spir-12262	37	22	(	(	PUNCT
spir-12262	37	23	vader	vader	NOUN
spir-12262	37	24	;	;	PUNCT
spir-12262	37	25	hutto	hutto	PROPN
spir-12262	37	26	&	&	CCONJ
spir-12262	37	27	gilbert	gilbert	PROPN
spir-12262	37	28	,	,	PUNCT
spir-12262	37	29	2014	2014	NUM
spir-12262	37	30	)	)	PUNCT
spir-12262	37	31	.	.	PUNCT
spir-12262	38	1	the	the	DET
spir-12262	38	2	tool	tool	NOUN
spir-12262	38	3	computes	compute	VERB
spir-12262	38	4	a	a	DET
spir-12262	38	5	compound	compound	NOUN
spir-12262	38	6	valenced	valence	VERB
spir-12262	38	7	sentiment	sentiment	NOUN
spir-12262	38	8	score	score	NOUN
spir-12262	38	9	in	in	ADP
spir-12262	38	10	a	a	DET
spir-12262	38	11	range	range	NOUN
spir-12262	38	12	from	from	ADP
spir-12262	38	13	–	–	PUNCT
spir-12262	38	14	1	1	NUM
spir-12262	38	15	(	(	PUNCT
spir-12262	38	16	most	most	ADV
spir-12262	38	17	extreme	extreme	ADJ
spir-12262	38	18	negative	negative	NOUN
spir-12262	38	19	)	)	PUNCT
spir-12262	38	20	to	to	ADP
spir-12262	38	21	1	1	NUM
spir-12262	38	22	(	(	PUNCT
spir-12262	38	23	most	most	ADV
spir-12262	38	24	extreme	extreme	ADJ
spir-12262	38	25	positive	positive	ADJ
spir-12262	38	26	)	)	PUNCT
spir-12262	38	27	for	for	ADP
spir-12262	38	28	all	all	PRON
spir-12262	38	29	of	of	ADP
spir-12262	38	30	the	the	DET
spir-12262	38	31	text	text	NOUN
spir-12262	38	32	comments	comment	NOUN
spir-12262	38	33	in	in	ADP
spir-12262	38	34	each	each	DET
spir-12262	38	35	pin	pin	NOUN
spir-12262	38	36	.	.	PUNCT
spir-12262	39	1	applications	application	NOUN
spir-12262	39	2	this	this	DET
spir-12262	39	3	paper	paper	NOUN
spir-12262	39	4	presents	present	VERB
spir-12262	39	5	two	two	NUM
spir-12262	39	6	use	use	NOUN
spir-12262	39	7	cases	case	NOUN
spir-12262	39	8	for	for	ADP
spir-12262	39	9	the	the	DET
spir-12262	39	10	pinterest	pinter	ADJ
spir-12262	39	11	-	-	PUNCT
spir-12262	39	12	diy	diy	NOUN
spir-12262	39	13	data	datum	NOUN
spir-12262	39	14	set	set	VERB
spir-12262	39	15	,	,	PUNCT
spir-12262	39	16	which	which	PRON
spir-12262	39	17	will	will	AUX
spir-12262	39	18	be	be	AUX
spir-12262	39	19	made	make	VERB
spir-12262	39	20	available	available	ADJ
spir-12262	39	21	in	in	ADP
spir-12262	39	22	an	an	DET
spir-12262	39	23	online	online	ADJ
spir-12262	39	24	open	open	ADJ
spir-12262	39	25	-	-	PUNCT
spir-12262	39	26	access	access	NOUN
spir-12262	39	27	repository	repository	NOUN
spir-12262	39	28	on	on	ADP
spir-12262	39	29	github	github	PROPN
spir-12262	39	30	before	before	ADP
spir-12262	39	31	the	the	DET
spir-12262	39	32	conference	conference	NOUN
spir-12262	39	33	.	.	PUNCT
spir-12262	40	1	first	first	ADV
spir-12262	40	2	,	,	PUNCT
spir-12262	40	3	we	we	PRON
spir-12262	40	4	present	present	VERB
spir-12262	40	5	the	the	DET
spir-12262	40	6	findings	finding	NOUN
spir-12262	40	7	from	from	ADP
spir-12262	40	8	a	a	DET
spir-12262	40	9	descriptive	descriptive	ADJ
spir-12262	40	10	statistical	statistical	ADJ
spir-12262	40	11	analysis	analysis	NOUN
spir-12262	40	12	of	of	ADP
spir-12262	40	13	the	the	DET
spir-12262	40	14	data	datum	NOUN
spir-12262	40	15	set	set	VERB
spir-12262	40	16	for	for	ADP
spir-12262	40	17	each	each	PRON
spir-12262	40	18	of	of	ADP
spir-12262	40	19	the	the	DET
spir-12262	40	20	categories	category	NOUN
spir-12262	40	21	in	in	ADP
spir-12262	40	22	the	the	DET
spir-12262	40	23	taxonomy	taxonomy	NOUN
spir-12262	40	24	.	.	PUNCT
spir-12262	41	1	we	we	PRON
spir-12262	41	2	found	find	VERB
spir-12262	41	3	,	,	PUNCT
spir-12262	41	4	for	for	ADP
spir-12262	41	5	example	example	NOUN
spir-12262	41	6	,	,	PUNCT
spir-12262	41	7	that	that	SCONJ
spir-12262	41	8	diy	diy	NOUN
spir-12262	41	9	projects	project	NOUN
spir-12262	41	10	typically	typically	ADV
spir-12262	41	11	employed	employ	VERB
spir-12262	41	12	synthetic	synthetic	ADJ
spir-12262	41	13	polymers	polymer	NOUN
spir-12262	41	14	as	as	ADP
spir-12262	41	15	materials	material	NOUN
spir-12262	41	16	,	,	PUNCT
spir-12262	41	17	followed	follow	VERB
spir-12262	41	18	by	by	ADP
spir-12262	41	19	wood	wood	NOUN
spir-12262	41	20	,	,	PUNCT
spir-12262	41	21	fibers	fiber	NOUN
spir-12262	41	22	,	,	PUNCT
spir-12262	41	23	glass	glass	NOUN
spir-12262	41	24	,	,	PUNCT
spir-12262	41	25	and	and	CCONJ
spir-12262	41	26	metals	metal	NOUN
spir-12262	41	27	.	.	PUNCT
spir-12262	42	1	second	second	ADJ
spir-12262	42	2	,	,	PUNCT
spir-12262	42	3	the	the	DET
spir-12262	42	4	taxonomy	taxonomy	NOUN
spir-12262	42	5	can	can	AUX
spir-12262	42	6	be	be	AUX
spir-12262	42	7	used	use	VERB
spir-12262	42	8	to	to	PART
spir-12262	42	9	predict	predict	VERB
spir-12262	42	10	various	various	ADJ
spir-12262	42	11	aspects	aspect	NOUN
spir-12262	42	12	of	of	ADP
spir-12262	42	13	user	user	NOUN
spir-12262	42	14	behavior	behavior	NOUN
spir-12262	42	15	on	on	ADP
spir-12262	42	16	pinterest	pinter	ADJ
spir-12262	42	17	,	,	PUNCT
spir-12262	42	18	including	include	VERB
spir-12262	42	19	the	the	DET
spir-12262	42	20	user	user	NOUN
spir-12262	42	21	sentiments	sentiment	NOUN
spir-12262	42	22	estimated	estimate	VERB
spir-12262	42	23	by	by	ADP
spir-12262	42	24	vader	vader	NOUN
spir-12262	42	25	.	.	PUNCT
spir-12262	43	1	to	to	PART
spir-12262	43	2	predict	predict	VERB
spir-12262	43	3	the	the	DET
spir-12262	43	4	valenced	valence	VERB
spir-12262	43	5	sentiment	sentiment	NOUN
spir-12262	43	6	scores	score	NOUN
spir-12262	43	7	,	,	PUNCT
spir-12262	43	8	we	we	PRON
spir-12262	43	9	conducted	conduct	VERB
spir-12262	43	10	a	a	DET
spir-12262	43	11	multiple	multiple	ADJ
spir-12262	43	12	linear	linear	ADJ
spir-12262	43	13	regression	regression	NOUN
spir-12262	43	14	(	(	PUNCT
spir-12262	43	15	mlr	mlr	NOUN
spir-12262	43	16	)	)	PUNCT
spir-12262	43	17	analysis	analysis	NOUN
spir-12262	43	18	using	use	VERB
spir-12262	43	19	the	the	DET
spir-12262	43	20	encoded	encode	VERB
spir-12262	43	21	categories	category	NOUN
spir-12262	43	22	from	from	ADP
spir-12262	43	23	the	the	DET
spir-12262	43	24	taxonomy	taxonomy	NOUN
spir-12262	43	25	as	as	ADP
spir-12262	43	26	predictors	predictor	NOUN
spir-12262	43	27	.	.	PUNCT
spir-12262	44	1	the	the	DET
spir-12262	44	2	mean	mean	ADJ
spir-12262	44	3	compound	compound	NOUN
spir-12262	44	4	sentiment	sentiment	NOUN
spir-12262	44	5	score	score	NOUN
spir-12262	44	6	for	for	ADP
spir-12262	44	7	each	each	DET
spir-12262	44	8	pin	pin	NOUN
spir-12262	44	9	was	be	AUX
spir-12262	44	10	entered	enter	VERB
spir-12262	44	11	into	into	ADP
spir-12262	44	12	a	a	DET
spir-12262	44	13	stepwise	stepwise	PROPN
spir-12262	44	14	mlr	mlr	PROPN
spir-12262	44	15	model	model	NOUN
spir-12262	44	16	with	with	ADP
spir-12262	44	17	forward	forward	ADJ
spir-12262	44	18	selection	selection	NOUN
spir-12262	44	19	using	use	VERB
spir-12262	44	20	the	the	DET
spir-12262	44	21	predictors	predictor	NOUN
spir-12262	44	22	project	project	NOUN
spir-12262	44	23	type	type	NOUN
spir-12262	44	24	,	,	PUNCT
spir-12262	44	25	project	project	NOUN
spir-12262	44	26	function	function	NOUN
spir-12262	44	27	,	,	PUNCT
spir-12262	44	28	material(s	material(s	ADJ
spir-12262	44	29	)	)	PUNCT
spir-12262	44	30	type	type	NOUN
spir-12262	44	31	,	,	PUNCT
spir-12262	44	32	and	and	CCONJ
spir-12262	44	33	task	task	NOUN
spir-12262	44	34	complexity	complexity	NOUN
spir-12262	44	35	,	,	PUNCT
spir-12262	44	36	as	as	ADV
spir-12262	44	37	well	well	ADV
spir-12262	44	38	as	as	ADP
spir-12262	44	39	first	first	ADJ
spir-12262	44	40	-	-	PUNCT
spir-12262	44	41	order	order	NOUN
spir-12262	44	42	interaction	interaction	NOUN
spir-12262	44	43	terms	term	NOUN
spir-12262	44	44	(	(	PUNCT
spir-12262	44	45	e.g.	e.g.	ADV
spir-12262	44	46	,	,	PUNCT
spir-12262	44	47	project	project	NOUN
spir-12262	44	48	type	type	NOUN
spir-12262	44	49	×	×	PROPN
spir-12262	44	50	task	task	NOUN
spir-12262	44	51	complexity	complexity	NOUN
spir-12262	44	52	)	)	PUNCT
spir-12262	44	53	,	,	PUNCT
spir-12262	44	54	using	use	VERB
spir-12262	44	55	5	5	NUM
spir-12262	44	56	-	-	ADJ
spir-12262	44	57	fold	fold	ADJ
spir-12262	44	58	cross	cross	NOUN
spir-12262	44	59	-	-	NOUN
spir-12262	44	60	validation	validation	NOUN
spir-12262	44	61	to	to	PART
spir-12262	44	62	reduce	reduce	VERB
spir-12262	44	63	overfitting	overfitte	VERB
spir-12262	44	64	.	.	PUNCT
spir-12262	45	1	the	the	DET
spir-12262	45	2	mlr	mlr	PROPN
spir-12262	45	3	model	model	NOUN
spir-12262	45	4	revealed	reveal	VERB
spir-12262	45	5	significant	significant	ADJ
spir-12262	45	6	parameter	parameter	NOUN
spir-12262	45	7	estimates	estimate	NOUN
spir-12262	45	8	for	for	ADP
spir-12262	45	9	project	project	NOUN
spir-12262	45	10	type	type	NOUN
spir-12262	45	11	and	and	CCONJ
spir-12262	45	12	project	project	NOUN
spir-12262	45	13	function	function	NOUN
spir-12262	45	14	,	,	PUNCT
spir-12262	45	15	indicating	indicate	VERB
spir-12262	45	16	users	user	NOUN
spir-12262	45	17	were	be	AUX
spir-12262	45	18	more	more	ADV
spir-12262	45	19	likely	likely	ADJ
spir-12262	45	20	to	to	PART
spir-12262	45	21	provide	provide	VERB
spir-12262	45	22	positive	positive	ADJ
spir-12262	45	23	comments	comment	NOUN
spir-12262	45	24	for	for	ADP
spir-12262	45	25	repurposed	repurpose	VERB
spir-12262	45	26	/	/	SYM
spir-12262	45	27	upcycled	upcycled	ADJ
spir-12262	45	28	projects	project	NOUN
spir-12262	45	29	as	as	ADV
spir-12262	45	30	well	well	ADV
spir-12262	45	31	utilitarian	utilitarian	ADJ
spir-12262	45	32	and	and	CCONJ
spir-12262	45	33	décor	décor	NOUN
spir-12262	45	34	projects	project	NOUN
spir-12262	45	35	.	.	PUNCT
spir-12262	46	1	discussion	discussion	NOUN
spir-12262	46	2	this	this	DET
spir-12262	46	3	data	datum	NOUN
spir-12262	46	4	set	set	NOUN
spir-12262	46	5	offers	offer	VERB
spir-12262	46	6	a	a	DET
spir-12262	46	7	glimpse	glimpse	NOUN
spir-12262	46	8	into	into	ADP
spir-12262	46	9	a	a	DET
spir-12262	46	10	massive	massive	ADJ
spir-12262	46	11	social	social	ADJ
spir-12262	46	12	system	system	NOUN
spir-12262	46	13	of	of	ADP
spir-12262	46	14	creative	creative	ADJ
spir-12262	46	15	endeavors	endeavor	NOUN
spir-12262	46	16	found	find	VERB
spir-12262	46	17	in	in	ADP
spir-12262	46	18	diy	diy	NOUN
spir-12262	46	19	communities	community	NOUN
spir-12262	46	20	on	on	ADP
spir-12262	46	21	pinterest	pinter	ADJ
spir-12262	46	22	by	by	ADP
spir-12262	46	23	looking	look	VERB
spir-12262	46	24	at	at	ADP
spir-12262	46	25	a	a	DET
spir-12262	46	26	broad	broad	ADJ
spir-12262	46	27	spectrum	spectrum	NOUN
spir-12262	46	28	of	of	ADP
spir-12262	46	29	projects	project	NOUN
spir-12262	46	30	and	and	CCONJ
spir-12262	46	31	usergenerated	usergenerated	ADJ
spir-12262	46	32	content	content	NOUN
spir-12262	46	33	.	.	PUNCT
spir-12262	47	1	indeed	indeed	ADV
spir-12262	47	2	,	,	PUNCT
spir-12262	47	3	by	by	ADP
spir-12262	47	4	studying	study	VERB
spir-12262	47	5	trending	trend	VERB
spir-12262	47	6	characteristics	characteristic	NOUN
spir-12262	47	7	and	and	CCONJ
spir-12262	47	8	the	the	DET
spir-12262	47	9	rich	rich	ADJ
spir-12262	47	10	textual	textual	ADJ
spir-12262	47	11	content	content	NOUN
spir-12262	47	12	found	find	VERB
spir-12262	47	13	in	in	ADP
spir-12262	47	14	user	user	NOUN
spir-12262	47	15	comments	comment	NOUN
spir-12262	47	16	,	,	PUNCT
spir-12262	47	17	it	it	PRON
spir-12262	47	18	is	be	AUX
spir-12262	47	19	our	our	PRON
spir-12262	47	20	hope	hope	NOUN
spir-12262	47	21	that	that	SCONJ
spir-12262	47	22	future	future	ADJ
spir-12262	47	23	studies	study	NOUN
spir-12262	47	24	employing	employ	VERB
spir-12262	47	25	this	this	DET
spir-12262	47	26	data	datum	NOUN
spir-12262	47	27	set	set	VERB
spir-12262	47	28	will	will	AUX
spir-12262	47	29	shed	shed	VERB
spir-12262	47	30	light	light	NOUN
spir-12262	47	31	on	on	ADP
spir-12262	47	32	how	how	SCONJ
spir-12262	47	33	users	user	NOUN
spir-12262	47	34	share	share	VERB
spir-12262	47	35	information	information	NOUN
spir-12262	47	36	about	about	ADP
spir-12262	47	37	diy	diy	NOUN
spir-12262	47	38	processes	process	NOUN
spir-12262	47	39	,	,	PUNCT
spir-12262	47	40	how	how	SCONJ
spir-12262	47	41	they	they	PRON
spir-12262	47	42	value	value	VERB
spir-12262	47	43	and	and	CCONJ
spir-12262	47	44	evaluate	evaluate	VERB
spir-12262	47	45	creative	creative	ADJ
spir-12262	47	46	projects	project	NOUN
spir-12262	47	47	,	,	PUNCT
spir-12262	47	48	and	and	CCONJ
spir-12262	47	49	which	which	DET
spir-12262	47	50	materials	material	NOUN
spir-12262	47	51	and	and	CCONJ
spir-12262	47	52	processes	process	NOUN
spir-12262	47	53	are	be	AUX
spir-12262	47	54	more	more	ADV
spir-12262	47	55	desirable	desirable	ADJ
spir-12262	47	56	than	than	ADP
spir-12262	47	57	others	other	NOUN
spir-12262	47	58	.	.	PUNCT
spir-12262	48	1	citations	citation	NOUN
spir-12262	48	2	4	4	NUM
spir-12262	48	3	hall	hall	NOUN
spir-12262	48	4	,	,	PUNCT
spir-12262	48	5	c.	c.	PROPN
spir-12262	48	6	,	,	PUNCT
spir-12262	48	7	&	&	CCONJ
spir-12262	48	8	zarro	zarro	PROPN
spir-12262	48	9	,	,	PUNCT
spir-12262	48	10	m.	m.	NOUN
spir-12262	48	11	(	(	PUNCT
spir-12262	48	12	2012	2012	NUM
spir-12262	48	13	)	)	PUNCT
spir-12262	48	14	.	.	PUNCT
spir-12262	49	1	social	social	ADJ
spir-12262	49	2	curation	curation	NOUN
spir-12262	49	3	on	on	ADP
spir-12262	49	4	the	the	DET
spir-12262	49	5	website	website	NOUN
spir-12262	49	6	pinterest	pinter	ADJ
spir-12262	49	7	.	.	PUNCT
spir-12262	50	1	com	com	NOUN
spir-12262	50	2	.	.	PUNCT
spir-12262	50	3	proceedings	proceeding	NOUN
spir-12262	50	4	of	of	ADP
spir-12262	50	5	the	the	DET
spir-12262	50	6	american	american	ADJ
spir-12262	50	7	society	society	NOUN
spir-12262	50	8	for	for	ADP
spir-12262	50	9	information	information	NOUN
spir-12262	50	10	science	science	NOUN
spir-12262	50	11	and	and	CCONJ
spir-12262	50	12	technology	technology	NOUN
spir-12262	50	13	,	,	PUNCT
spir-12262	50	14	49(1	49(1	NUM
spir-12262	50	15	):	):	PUNCT
spir-12262	50	16	1	1	NUM
spir-12262	50	17	-	-	SYM
spir-12262	50	18	9	9	NUM
spir-12262	50	19	.	.	PUNCT
spir-12262	50	20	doi	doi	NOUN
spir-12262	50	21	:	:	PUNCT
spir-12262	50	22	10.1002	10.1002	NUM
spir-12262	50	23	/	/	SYM
spir-12262	50	24	meet.145049011	meet.145049011	PROPN
spir-12262	50	25	hu	hu	PROPN
spir-12262	50	26	,	,	PUNCT
spir-12262	50	27	s.	s.	PROPN
spir-12262	50	28	,	,	PUNCT
spir-12262	50	29	torphy	torphy	NOUN
spir-12262	50	30	,	,	PUNCT
spir-12262	50	31	k.	k.	PROPN
spir-12262	50	32	t.	t.	PROPN
spir-12262	50	33	,	,	PUNCT
spir-12262	50	34	opperman	opperman	NOUN
spir-12262	50	35	,	,	PUNCT
spir-12262	50	36	a.	a.	PROPN
spir-12262	50	37	,	,	PUNCT
spir-12262	50	38	jansen	jansen	PROPN
spir-12262	50	39	,	,	PUNCT
spir-12262	50	40	k.	k.	PROPN
spir-12262	50	41	,	,	PUNCT
spir-12262	50	42	&	&	CCONJ
spir-12262	50	43	lo	lo	PROPN
spir-12262	50	44	,	,	PUNCT
spir-12262	50	45	y.	y.	PROPN
spir-12262	50	46	j.	j.	PROPN
spir-12262	50	47	(	(	PUNCT
spir-12262	50	48	2018	2018	NUM
spir-12262	50	49	)	)	PUNCT
spir-12262	50	50	.	.	PUNCT
spir-12262	51	1	what	what	PRON
spir-12262	51	2	do	do	AUX
spir-12262	51	3	teachers	teacher	NOUN
spir-12262	51	4	share	share	VERB
spir-12262	51	5	within	within	ADP
spir-12262	51	6	socialized	socialized	ADJ
spir-12262	51	7	knowledge	knowledge	NOUN
spir-12262	51	8	communities	community	NOUN
spir-12262	51	9	:	:	PUNCT
spir-12262	51	10	a	a	DET
spir-12262	51	11	case	case	NOUN
spir-12262	51	12	of	of	ADP
spir-12262	51	13	pinterest	pinter	ADJ
spir-12262	51	14	.	.	PUNCT
spir-12262	52	1	journal	journal	PROPN
spir-12262	52	2	of	of	ADP
spir-12262	52	3	professional	professional	ADJ
spir-12262	52	4	capital	capital	NOUN
spir-12262	52	5	and	and	CCONJ
spir-12262	52	6	community	community	NOUN
spir-12262	52	7	3(2	3(2	NUM
spir-12262	52	8	):	):	PUNCT
spir-12262	52	9	97	97	NUM
spir-12262	52	10	-	-	SYM
spir-12262	52	11	122	122	NUM
spir-12262	52	12	.	.	PUNCT
spir-12262	53	1	doi	doi	NOUN
spir-12262	53	2	:	:	PUNCT
spir-12262	53	3	10.1108	10.1108	NUM
spir-12262	53	4	/	/	SYM
spir-12262	53	5	jpcc-11	jpcc-11	PROPN
spir-12262	53	6	-	-	PROPN
spir-12262	53	7	20170025	20170025	NUM
spir-12262	53	8	hutto	hutto	NOUN
spir-12262	53	9	,	,	PUNCT
spir-12262	53	10	c.	c.	PROPN
spir-12262	53	11	j.	j.	PROPN
spir-12262	53	12	,	,	PUNCT
spir-12262	53	13	&	&	CCONJ
spir-12262	53	14	gilbert	gilbert	PROPN
spir-12262	53	15	,	,	PUNCT
spir-12262	53	16	e.	e.	PROPN
spir-12262	53	17	(	(	PUNCT
spir-12262	53	18	2014	2014	NUM
spir-12262	53	19	)	)	PUNCT
spir-12262	53	20	.	.	PUNCT
spir-12262	54	1	vader	vader	NOUN
spir-12262	54	2	:	:	PUNCT
spir-12262	54	3	a	a	DET
spir-12262	54	4	parsimonious	parsimonious	ADJ
spir-12262	54	5	rule	rule	NOUN
spir-12262	54	6	-	-	PUNCT
spir-12262	54	7	based	base	VERB
spir-12262	54	8	model	model	NOUN
spir-12262	54	9	for	for	ADP
spir-12262	54	10	sentiment	sentiment	NOUN
spir-12262	54	11	analysis	analysis	NOUN
spir-12262	54	12	of	of	ADP
spir-12262	54	13	social	social	ADJ
spir-12262	54	14	media	medium	NOUN
spir-12262	54	15	text	text	NOUN
spir-12262	54	16	.	.	PUNCT
spir-12262	55	1	in	in	ADP
spir-12262	55	2	e.	e.	PROPN
spir-12262	55	3	adar	adar	PROPN
spir-12262	55	4	&	&	CCONJ
spir-12262	55	5	p.	p.	PROPN
spir-12262	55	6	resnick	resnick	PROPN
spir-12262	55	7	(	(	PUNCT
spir-12262	55	8	eds	eds	PROPN
spir-12262	55	9	.	.	PUNCT
spir-12262	55	10	)	)	PUNCT
spir-12262	55	11	,	,	PUNCT
spir-12262	55	12	proceedings	proceeding	NOUN
spir-12262	55	13	of	of	ADP
spir-12262	55	14	the	the	DET
spir-12262	55	15	eighth	eighth	ADJ
spir-12262	55	16	international	international	PROPN
spir-12262	55	17	aaai	aaai	PROPN
spir-12262	55	18	conference	conference	NOUN
spir-12262	55	19	on	on	ADP
spir-12262	55	20	weblogs	weblog	NOUN
spir-12262	55	21	and	and	CCONJ
spir-12262	55	22	social	social	ADJ
spir-12262	55	23	media	medium	NOUN
spir-12262	55	24	(	(	PUNCT
spir-12262	55	25	pp	pp	ADJ
spir-12262	55	26	.	.	PUNCT
spir-12262	55	27	216	216	NUM
spir-12262	55	28	–	–	PUNCT
spir-12262	55	29	225	225	NUM
spir-12262	55	30	)	)	PUNCT
spir-12262	55	31	.	.	PUNCT
spir-12262	56	1	palo	palo	PROPN
spir-12262	56	2	alto	alto	PROPN
spir-12262	56	3	:	:	PUNCT
spir-12262	56	4	aaai	aaai	PROPN
spir-12262	56	5	press	press	PROPN
spir-12262	56	6	.	.	PUNCT
spir-12262	57	1	linder	linder	PROPN
spir-12262	57	2	,	,	PUNCT
spir-12262	57	3	rhema	rhema	PROPN
spir-12262	57	4	,	,	PUNCT
spir-12262	57	5	snodgrass	snodgrass	NOUN
spir-12262	57	6	,	,	PUNCT
spir-12262	57	7	clair	clair	PROPN
spir-12262	57	8	,	,	PUNCT
spir-12262	57	9	&	&	CCONJ
spir-12262	57	10	kerne	kerne	PROPN
spir-12262	57	11	,	,	PUNCT
spir-12262	57	12	andruid	andruid	ADJ
spir-12262	57	13	.	.	PUNCT
spir-12262	58	1	(	(	PUNCT
spir-12262	58	2	2014	2014	NUM
spir-12262	58	3	)	)	PUNCT
spir-12262	58	4	.	.	PUNCT
spir-12262	59	1	everyday	everyday	ADJ
spir-12262	59	2	ideation	ideation	NOUN
spir-12262	59	3	.	.	PUNCT
spir-12262	60	1	proceedings	proceeding	NOUN
spir-12262	60	2	of	of	ADP
spir-12262	60	3	the	the	DET
spir-12262	60	4	sigchi	sigchi	PROPN
spir-12262	60	5	conference	conference	NOUN
spir-12262	60	6	on	on	ADP
spir-12262	60	7	human	human	ADJ
spir-12262	60	8	factors	factor	NOUN
spir-12262	60	9	in	in	ADP
spir-12262	60	10	computing	computing	NOUN
spir-12262	60	11	systems	system	NOUN
spir-12262	60	12	,	,	PUNCT
spir-12262	60	13	2411	2411	NUM
spir-12262	60	14	-	-	SYM
spir-12262	60	15	2420	2420	NUM
spir-12262	60	16	.	.	PUNCT
spir-12262	61	1	mull	mull	NOUN
spir-12262	61	2	,	,	PUNCT
spir-12262	61	3	i.	i.	PROPN
spir-12262	61	4	,	,	PUNCT
spir-12262	61	5	&	&	CCONJ
spir-12262	61	6	lee	lee	PROPN
spir-12262	61	7	,	,	PUNCT
spir-12262	61	8	s.	s.	PROPN
spir-12262	61	9	e.	e.	PROPN
spir-12262	61	10	(	(	PUNCT
spir-12262	61	11	2014	2014	NUM
spir-12262	61	12	)	)	PUNCT
spir-12262	61	13	.	.	PUNCT
spir-12262	62	1	“	"	PUNCT
spir-12262	62	2	pin	pin	NOUN
spir-12262	62	3	”	"	PUNCT
spir-12262	62	4	pointing	point	VERB
spir-12262	62	5	the	the	DET
spir-12262	62	6	motivational	motivational	ADJ
spir-12262	62	7	dimensions	dimension	NOUN
spir-12262	62	8	behind	behind	ADP
spir-12262	62	9	pinterest	pinter	ADJ
spir-12262	62	10	.	.	PUNCT
spir-12262	63	1	computers	computer	NOUN
spir-12262	63	2	in	in	ADP
spir-12262	63	3	human	human	ADJ
spir-12262	63	4	behavior	behavior	NOUN
spir-12262	63	5	,	,	PUNCT
spir-12262	63	6	33	33	NUM
spir-12262	63	7	,	,	PUNCT
spir-12262	63	8	192–200	192–200	NUM
spir-12262	63	9	.	.	PUNCT
spir-12262	64	1	doi	doi	NOUN
spir-12262	64	2	:	:	PUNCT
spir-12262	64	3	10.31274	10.31274	NUM
spir-12262	64	4	/	/	SYM
spir-12262	64	5	itaa_proceedings-180814	itaa_proceedings-180814	NOUN
spir-12262	64	6	-	-	PUNCT
spir-12262	64	7	661	661	NUM
spir-12262	64	8	sears	sear	NOUN
spir-12262	64	9	,	,	PUNCT
spir-12262	64	10	a.	a.	PROPN
spir-12262	64	11	,	,	PUNCT
spir-12262	64	12	&	&	CCONJ
spir-12262	64	13	jacko	jacko	PROPN
spir-12262	64	14	,	,	PUNCT
spir-12262	64	15	j.a	j.a	PROPN
spir-12262	64	16	.	.	PROPN
spir-12262	64	17	(	(	PUNCT
spir-12262	64	18	eds	ed	NOUN
spir-12262	64	19	.	.	PUNCT
spir-12262	64	20	)	)	PUNCT
spir-12262	64	21	.	.	PUNCT
spir-12262	65	1	(	(	PUNCT
spir-12262	65	2	2009	2009	NUM
spir-12262	65	3	)	)	PUNCT
spir-12262	65	4	.	.	PUNCT
spir-12262	66	1	human	human	ADJ
spir-12262	66	2	-	-	PUNCT
spir-12262	66	3	computer	computer	NOUN
spir-12262	66	4	interaction	interaction	NOUN
spir-12262	66	5	:	:	PUNCT
spir-12262	66	6	design	design	NOUN
spir-12262	66	7	issues	issue	NOUN
spir-12262	66	8	,	,	PUNCT
spir-12262	66	9	solutions	solution	NOUN
spir-12262	66	10	,	,	PUNCT
spir-12262	66	11	and	and	CCONJ
spir-12262	66	12	applications	application	NOUN
spir-12262	66	13	(	(	PUNCT
spir-12262	66	14	1st	1st	ADJ
spir-12262	66	15	ed	ed	NOUN
spir-12262	66	16	.	.	PUNCT
spir-12262	66	17	)	)	PUNCT
spir-12262	66	18	.	.	PUNCT
spir-12262	67	1	crc	crc	PROPN
spir-12262	67	2	press	press	PROPN
spir-12262	67	3	.	.	PUNCT
spir-12262	68	1	https://doi.org/10.1201/9781420088861	https://doi.org/10.1201/9781420088861	NOUN