id	sid	tid	token	lemma	pos
spir-11045	1	1	selected	select	VERB
spir-11045	1	2	papers	paper	NOUN
spir-11045	1	3	of	of	ADP
spir-11045	1	4	#	#	SYM
spir-11045	1	5	aoir2019	aoir2019	PROPN
spir-11045	1	6	:	:	PUNCT
spir-11045	1	7	the	the	DET
spir-11045	1	8	20th	20th	ADJ
spir-11045	1	9	annual	annual	ADJ
spir-11045	1	10	conference	conference	NOUN
spir-11045	1	11	of	of	ADP
spir-11045	1	12	the	the	DET
spir-11045	1	13	association	association	NOUN
spir-11045	1	14	of	of	ADP
spir-11045	1	15	internet	internet	NOUN
spir-11045	1	16	researchers	researcher	NOUN
spir-11045	1	17	brisbane	brisbane	NOUN
spir-11045	1	18	,	,	PUNCT
spir-11045	1	19	australia	australia	PROPN
spir-11045	1	20	/	/	SYM
spir-11045	1	21	2	2	NUM
spir-11045	1	22	-	-	SYM
spir-11045	1	23	5	5	NUM
spir-11045	1	24	october	october	NOUN
spir-11045	1	25	2019	2019	NUM
spir-11045	1	26	suggested	suggest	VERB
spir-11045	1	27	citation	citation	NOUN
spir-11045	1	28	(	(	PUNCT
spir-11045	1	29	apa	apa	PROPN
spir-11045	1	30	):	):	PUNCT
spir-11045	1	31	takahashi	takahashi	PROPN
spir-11045	1	32	,	,	PUNCT
spir-11045	1	33	m.	m.	NOUN
spir-11045	1	34	,	,	PUNCT
spir-11045	1	35	hames	hame	NOUN
spir-11045	1	36	,	,	PUNCT
spir-11045	1	37	s.	s.	PROPN
spir-11045	1	38	alpert	alpert	PROPN
spir-11045	1	39	,	,	PUNCT
spir-11045	1	40	e.	e.	PROPN
spir-11045	1	41	,	,	PUNCT
spir-11045	1	42	&	&	CCONJ
spir-11045	1	43	bruns	brun	NOUN
spir-11045	1	44	,	,	PUNCT
spir-11045	1	45	a.	a.	NOUN
spir-11045	1	46	(	(	PUNCT
spir-11045	1	47	2019	2019	NUM
spir-11045	1	48	,	,	PUNCT
spir-11045	1	49	october	october	PROPN
spir-11045	1	50	2	2	NUM
spir-11045	1	51	-	-	SYM
spir-11045	1	52	5	5	NUM
spir-11045	1	53	)	)	PUNCT
spir-11045	1	54	.	.	PUNCT
spir-11045	2	1	the	the	DET
spir-11045	2	2	qut	qut	PROPN
spir-11045	2	3	digital	digital	ADJ
spir-11045	2	4	observatory	observatory	ADJ
spir-11045	2	5	project	project	NOUN
spir-11045	2	6	:	:	PUNCT
spir-11045	2	7	building	build	VERB
spir-11045	2	8	a	a	DET
spir-11045	2	9	trusted	trust	VERB
spir-11045	2	10	data	data	NOUN
spir-11045	2	11	infrastructure	infrastructure	NOUN
spir-11045	2	12	ffor	ffor	VERB
spir-11045	2	13	social	social	ADJ
spir-11045	2	14	media	medium	NOUN
spir-11045	2	15	research	research	NOUN
spir-11045	2	16	.	.	PUNCT
spir-11045	3	1	paper	paper	NOUN
spir-11045	3	2	presented	present	VERB
spir-11045	3	3	at	at	ADP
spir-11045	3	4	aoir	aoir	NOUN
spir-11045	3	5	2019	2019	NUM
spir-11045	3	6	:	:	PUNCT
spir-11045	3	7	the	the	DET
spir-11045	3	8	20th	20th	ADJ
spir-11045	3	9	annual	annual	ADJ
spir-11045	3	10	conference	conference	NOUN
spir-11045	3	11	of	of	ADP
spir-11045	3	12	the	the	DET
spir-11045	3	13	association	association	NOUN
spir-11045	3	14	of	of	ADP
spir-11045	3	15	internet	internet	NOUN
spir-11045	3	16	researchers	researcher	NOUN
spir-11045	3	17	.	.	PUNCT
spir-11045	4	1	brisbane	brisbane	PROPN
spir-11045	4	2	,	,	PUNCT
spir-11045	4	3	australia	australia	PROPN
spir-11045	4	4	:	:	PUNCT
spir-11045	4	5	aoir	aoir	NOUN
spir-11045	4	6	.	.	PUNCT
spir-11045	4	7	retrieved	retrieve	VERB
spir-11045	4	8	from	from	ADP
spir-11045	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11045	4	10	.	.	PUNCT
spir-11045	5	1	the	the	DET
spir-11045	5	2	qut	qut	PROPN
spir-11045	5	3	digital	digital	ADJ
spir-11045	5	4	observatory	observatory	ADJ
spir-11045	5	5	project	project	NOUN
spir-11045	5	6	:	:	PUNCT
spir-11045	5	7	building	build	VERB
spir-11045	5	8	a	a	DET
spir-11045	5	9	trusted	trust	VERB
spir-11045	5	10	data	data	NOUN
spir-11045	5	11	infrastructure	infrastructure	NOUN
spir-11045	5	12	for	for	ADP
spir-11045	5	13	social	social	ADJ
spir-11045	5	14	media	medium	NOUN
spir-11045	5	15	research	research	NOUN
spir-11045	5	16	marissa	marissa	PROPN
spir-11045	5	17	takahashi	takahashi	PROPN
spir-11045	5	18	sam	sam	PROPN
spir-11045	5	19	hames	hames	PROPN
spir-11045	5	20	elizabeth	elizabeth	PROPN
spir-11045	5	21	alpert	alpert	PROPN
spir-11045	5	22	digital	digital	PROPN
spir-11045	5	23	observatory	observatory	PROPN
spir-11045	5	24	,	,	PUNCT
spir-11045	5	25	institute	institute	NOUN
spir-11045	5	26	for	for	ADP
spir-11045	5	27	future	future	ADJ
spir-11045	5	28	environments	environment	NOUN
spir-11045	5	29	,	,	PUNCT
spir-11045	5	30	queensland	queensland	PROPN
spir-11045	5	31	university	university	PROPN
spir-11045	5	32	of	of	ADP
spir-11045	5	33	technology	technology	PROPN
spir-11045	5	34	,	,	PUNCT
spir-11045	5	35	brisbane	brisbane	PROPN
spir-11045	5	36	,	,	PUNCT
spir-11045	5	37	australia	australia	PROPN
spir-11045	5	38	axel	axel	PROPN
spir-11045	5	39	bruns	bruns	PROPN
spir-11045	5	40	digital	digital	ADJ
spir-11045	5	41	media	medium	NOUN
spir-11045	5	42	research	research	NOUN
spir-11045	5	43	centre	centre	NOUN
spir-11045	5	44	,	,	PUNCT
spir-11045	5	45	queensland	queensland	PROPN
spir-11045	5	46	university	university	PROPN
spir-11045	5	47	of	of	ADP
spir-11045	5	48	technology	technology	PROPN
spir-11045	5	49	,	,	PUNCT
spir-11045	5	50	brisbane	brisbane	NOUN
spir-11045	5	51	,	,	PUNCT
spir-11045	5	52	australia	australia	PROPN
spir-11045	5	53	introduction	introduction	NOUN
spir-11045	5	54	trust	trust	NOUN
spir-11045	5	55	is	be	AUX
spir-11045	5	56	fragile	fragile	ADJ
spir-11045	5	57	.	.	PUNCT
spir-11045	6	1	the	the	DET
spir-11045	6	2	2018	2018	NUM
spir-11045	6	3	facebook	facebook	PROPN
spir-11045	6	4	and	and	CCONJ
spir-11045	6	5	cambridge	cambridge	PROPN
spir-11045	6	6	analytica	analytica	PROPN
spir-11045	6	7	debacles	debacles	PROPN
spir-11045	6	8	highlighted	highlight	VERB
spir-11045	6	9	how	how	SCONJ
spir-11045	6	10	data	datum	NOUN
spir-11045	6	11	harvested	harvest	VERB
spir-11045	6	12	from	from	ADP
spir-11045	6	13	social	social	ADJ
spir-11045	6	14	media	medium	NOUN
spir-11045	6	15	platforms	platform	NOUN
spir-11045	6	16	can	can	AUX
spir-11045	6	17	be	be	AUX
spir-11045	6	18	used	use	VERB
spir-11045	6	19	not	not	PART
spir-11045	6	20	only	only	ADV
spir-11045	6	21	for	for	ADP
spir-11045	6	22	commercial	commercial	ADJ
spir-11045	6	23	purposes	purpose	NOUN
spir-11045	6	24	but	but	CCONJ
spir-11045	6	25	also	also	ADV
spir-11045	6	26	for	for	ADP
spir-11045	6	27	political	political	ADJ
spir-11045	6	28	manipulation	manipulation	NOUN
spir-11045	6	29	.	.	PUNCT
spir-11045	7	1	this	this	DET
spir-11045	7	2	incident	incident	NOUN
spir-11045	7	3	and	and	CCONJ
spir-11045	7	4	the	the	DET
spir-11045	7	5	widespread	widespread	ADJ
spir-11045	7	6	discussion	discussion	NOUN
spir-11045	7	7	around	around	ADP
spir-11045	7	8	it	it	PRON
spir-11045	7	9	further	far	ADV
spir-11045	7	10	demonstrated	demonstrate	VERB
spir-11045	7	11	the	the	DET
spir-11045	7	12	following	following	ADJ
spir-11045	7	13	issues	issue	NOUN
spir-11045	7	14	:	:	PUNCT
spir-11045	7	15	unethical	unethical	ADJ
spir-11045	7	16	data	data	NOUN
spir-11045	7	17	collection	collection	NOUN
spir-11045	7	18	enabled	enable	VERB
spir-11045	7	19	by	by	ADP
spir-11045	7	20	a	a	DET
spir-11045	7	21	platform	platform	NOUN
spir-11045	7	22	;	;	PUNCT
spir-11045	7	23	unethical	unethical	ADJ
spir-11045	7	24	use	use	NOUN
spir-11045	7	25	of	of	ADP
spir-11045	7	26	data	datum	NOUN
spir-11045	7	27	for	for	ADP
spir-11045	7	28	corporate	corporate	ADJ
spir-11045	7	29	and	and	CCONJ
spir-11045	7	30	political	political	ADJ
spir-11045	7	31	interest	interest	NOUN
spir-11045	7	32	;	;	PUNCT
spir-11045	7	33	and	and	CCONJ
spir-11045	7	34	unethical	unethical	ADJ
spir-11045	7	35	data	datum	NOUN
spir-11045	7	36	sharing	sharing	NOUN
spir-11045	7	37	by	by	ADP
spir-11045	7	38	an	an	DET
spir-11045	7	39	academic	academic	NOUN
spir-11045	7	40	.	.	PUNCT
spir-11045	8	1	research	research	NOUN
spir-11045	8	2	needs	need	VERB
spir-11045	8	3	to	to	PART
spir-11045	8	4	be	be	AUX
spir-11045	8	5	credible	credible	ADJ
spir-11045	8	6	to	to	PART
spir-11045	8	7	maintain	maintain	VERB
spir-11045	8	8	social	social	ADJ
spir-11045	8	9	license	license	NOUN
spir-11045	8	10	.	.	PUNCT
spir-11045	9	1	data	datum	NOUN
spir-11045	9	2	is	be	AUX
spir-11045	9	3	the	the	DET
spir-11045	9	4	lifeblood	lifeblood	NOUN
spir-11045	9	5	of	of	ADP
spir-11045	9	6	research	research	NOUN
spir-11045	9	7	.	.	PUNCT
spir-11045	10	1	for	for	SCONJ
spir-11045	10	2	research	research	NOUN
spir-11045	10	3	to	to	PART
spir-11045	10	4	remain	remain	VERB
spir-11045	10	5	credible	credible	ADJ
spir-11045	10	6	,	,	PUNCT
spir-11045	10	7	research	research	NOUN
spir-11045	10	8	needs	need	VERB
spir-11045	10	9	to	to	PART
spir-11045	10	10	remain	remain	VERB
spir-11045	10	11	fundamentally	fundamentally	ADV
spir-11045	10	12	ethical	ethical	ADJ
spir-11045	10	13	and	and	CCONJ
spir-11045	10	14	research	research	NOUN
spir-11045	10	15	methods	method	NOUN
spir-11045	10	16	comprising	comprise	VERB
spir-11045	10	17	data	datum	NOUN
spir-11045	10	18	collection	collection	NOUN
spir-11045	10	19	and	and	CCONJ
spir-11045	10	20	data	datum	NOUN
spir-11045	10	21	analysis	analysis	NOUN
spir-11045	10	22	need	need	VERB
spir-11045	10	23	to	to	PART
spir-11045	10	24	be	be	AUX
spir-11045	10	25	robust	robust	ADJ
spir-11045	10	26	,	,	PUNCT
spir-11045	10	27	transparent	transparent	ADJ
spir-11045	10	28	,	,	PUNCT
spir-11045	10	29	repeatable	repeatable	ADJ
spir-11045	10	30	,	,	PUNCT
spir-11045	10	31	and	and	CCONJ
spir-11045	10	32	auditable	auditable	ADJ
spir-11045	10	33	.	.	PUNCT
spir-11045	11	1	such	such	ADJ
spir-11045	11	2	methods	method	NOUN
spir-11045	11	3	alone	alone	ADV
spir-11045	11	4	can	can	AUX
spir-11045	11	5	not	not	PART
spir-11045	11	6	create	create	VERB
spir-11045	11	7	credibility	credibility	NOUN
spir-11045	11	8	,	,	PUNCT
spir-11045	11	9	but	but	CCONJ
spir-11045	11	10	research	research	NOUN
spir-11045	11	11	data	data	NOUN
spir-11045	11	12	infrastructure	infrastructure	NOUN
spir-11045	11	13	design	design	NOUN
spir-11045	11	14	and	and	CCONJ
spir-11045	11	15	implementation	implementation	NOUN
spir-11045	11	16	can	can	AUX
spir-11045	11	17	provide	provide	VERB
spir-11045	11	18	a	a	DET
spir-11045	11	19	foundation	foundation	NOUN
spir-11045	11	20	for	for	ADP
spir-11045	11	21	credibility	credibility	NOUN
spir-11045	11	22	by	by	ADP
spir-11045	11	23	addressing	address	VERB
spir-11045	11	24	these	these	DET
spir-11045	11	25	fundamental	fundamental	ADJ
spir-11045	11	26	processes	process	NOUN
spir-11045	11	27	.	.	PUNCT
spir-11045	12	1	social	social	ADJ
spir-11045	12	2	science	science	NOUN
spir-11045	12	3	research	research	NOUN
spir-11045	12	4	has	have	AUX
spir-11045	12	5	traditionally	traditionally	ADV
spir-11045	12	6	relied	rely	VERB
spir-11045	12	7	on	on	ADP
spir-11045	12	8	data	datum	NOUN
spir-11045	12	9	collection	collection	NOUN
spir-11045	12	10	methods	method	NOUN
spir-11045	12	11	such	such	ADJ
spir-11045	12	12	as	as	ADP
spir-11045	12	13	surveys	survey	NOUN
spir-11045	12	14	,	,	PUNCT
spir-11045	12	15	interviews	interview	NOUN
spir-11045	12	16	,	,	PUNCT
spir-11045	12	17	and	and	CCONJ
spir-11045	12	18	ethnographic	ethnographic	ADJ
spir-11045	12	19	observations	observation	NOUN
spir-11045	12	20	.	.	PUNCT
spir-11045	13	1	however	however	ADV
spir-11045	13	2	,	,	PUNCT
spir-11045	13	3	an	an	DET
spir-11045	13	4	increasing	increase	VERB
spir-11045	13	5	proportion	proportion	NOUN
spir-11045	13	6	of	of	ADP
spir-11045	13	7	human	human	ADJ
spir-11045	13	8	life	life	NOUN
spir-11045	13	9	is	be	AUX
spir-11045	13	10	being	be	AUX
spir-11045	13	11	mediated	mediate	VERB
spir-11045	13	12	by	by	ADP
spir-11045	13	13	online	online	ADJ
spir-11045	13	14	platforms	platform	NOUN
spir-11045	13	15	,	,	PUNCT
spir-11045	13	16	with	with	ADP
spir-11045	13	17	2.3	2.3	NUM
spir-11045	13	18	billion	billion	NUM
spir-11045	13	19	active	active	ADJ
spir-11045	13	20	users	user	NOUN
spir-11045	13	21	on	on	ADP
spir-11045	13	22	facebook	facebook	NOUN
spir-11045	13	23	and	and	CCONJ
spir-11045	13	24	326	326	NUM
spir-11045	13	25	million	million	NUM
spir-11045	13	26	active	active	ADJ
spir-11045	13	27	users	user	NOUN
spir-11045	13	28	on	on	ADP
spir-11045	13	29	twitter	twitter	NOUN
spir-11045	13	30	(	(	PUNCT
spir-11045	13	31	statista	statista	NOUN
spir-11045	13	32	2019	2019	NUM
spir-11045	13	33	)	)	PUNCT
spir-11045	13	34	.	.	PUNCT
spir-11045	14	1	social	social	ADJ
spir-11045	14	2	media	medium	NOUN
spir-11045	14	3	data	datum	NOUN
spir-11045	14	4	collection	collection	NOUN
spir-11045	14	5	and	and	CCONJ
spir-11045	14	6	analysis	analysis	NOUN
spir-11045	14	7	have	have	AUX
spir-11045	14	8	become	become	VERB
spir-11045	14	9	imperative	imperative	ADJ
spir-11045	14	10	for	for	SCONJ
spir-11045	14	11	researchers	researcher	NOUN
spir-11045	14	12	interested	interested	ADJ
spir-11045	14	13	in	in	ADP
spir-11045	14	14	various	various	ADJ
spir-11045	14	15	phenomena	phenomenon	NOUN
spir-11045	14	16	playing	play	VERB
spir-11045	14	17	out	out	ADP
spir-11045	14	18	in	in	ADP
spir-11045	14	19	these	these	DET
spir-11045	14	20	new	new	ADJ
spir-11045	14	21	media	medium	NOUN
spir-11045	14	22	.	.	PUNCT
spir-11045	15	1	this	this	DET
spir-11045	15	2	paper	paper	NOUN
spir-11045	15	3	discusses	discuss	VERB
spir-11045	15	4	the	the	DET
spir-11045	15	5	current	current	ADJ
spir-11045	15	6	state	state	NOUN
spir-11045	15	7	and	and	CCONJ
spir-11045	15	8	2	2	NUM
spir-11045	15	9	issues	issue	NOUN
spir-11045	15	10	of	of	ADP
spir-11045	15	11	social	social	ADJ
spir-11045	15	12	media	medium	NOUN
spir-11045	15	13	data	datum	NOUN
spir-11045	15	14	collection	collection	NOUN
spir-11045	15	15	and	and	CCONJ
spir-11045	15	16	describes	describe	VERB
spir-11045	15	17	the	the	DET
spir-11045	15	18	digital	digital	ADJ
spir-11045	15	19	observatory	observatory	NOUN
spir-11045	15	20	’s	’s	PART
spir-11045	15	21	approach	approach	NOUN
spir-11045	15	22	to	to	ADP
spir-11045	15	23	establishing	establish	VERB
spir-11045	15	24	a	a	DET
spir-11045	15	25	credible	credible	ADJ
spir-11045	15	26	and	and	CCONJ
spir-11045	15	27	trusted	trust	VERB
spir-11045	15	28	research	research	NOUN
spir-11045	15	29	data	datum	NOUN
spir-11045	15	30	infrastructure	infrastructure	NOUN
spir-11045	15	31	.	.	PUNCT
spir-11045	16	1	social	social	ADJ
spir-11045	16	2	media	medium	NOUN
spir-11045	16	3	data	datum	NOUN
spir-11045	16	4	collection	collection	NOUN
spir-11045	16	5	and	and	CCONJ
spir-11045	16	6	methods	method	NOUN
spir-11045	16	7	researchers	researcher	NOUN
spir-11045	16	8	have	have	AUX
spir-11045	16	9	employed	employ	VERB
spir-11045	16	10	various	various	ADJ
spir-11045	16	11	means	mean	NOUN
spir-11045	16	12	for	for	ADP
spir-11045	16	13	collecting	collect	VERB
spir-11045	16	14	social	social	ADJ
spir-11045	16	15	media	medium	NOUN
spir-11045	16	16	data	datum	NOUN
spir-11045	16	17	.	.	PUNCT
spir-11045	17	1	this	this	PRON
spir-11045	17	2	ranges	range	VERB
spir-11045	17	3	from	from	ADP
spir-11045	17	4	obtaining	obtain	VERB
spir-11045	17	5	data	datum	NOUN
spir-11045	17	6	from	from	ADP
spir-11045	17	7	platforms	platform	NOUN
spir-11045	17	8	like	like	ADP
spir-11045	17	9	facebook	facebook	NOUN
spir-11045	17	10	and	and	CCONJ
spir-11045	17	11	twitter	twitter	NOUN
spir-11045	17	12	via	via	ADP
spir-11045	17	13	an	an	DET
spir-11045	17	14	application	application	NOUN
spir-11045	17	15	programming	programming	NOUN
spir-11045	17	16	interface	interface	NOUN
spir-11045	17	17	(	(	PUNCT
spir-11045	17	18	api	api	NOUN
spir-11045	17	19	)	)	PUNCT
spir-11045	17	20	or	or	CCONJ
spir-11045	17	21	third	third	ADJ
spir-11045	17	22	-	-	PUNCT
spir-11045	17	23	party	party	NOUN
spir-11045	17	24	tools	tool	NOUN
spir-11045	17	25	to	to	ADP
spir-11045	17	26	collecting	collect	VERB
spir-11045	17	27	data	datum	NOUN
spir-11045	17	28	manually	manually	ADV
spir-11045	17	29	(	(	PUNCT
spir-11045	17	30	e.g.	e.g.	ADV
spir-11045	17	31	copyand	copyand	ADJ
spir-11045	17	32	-	-	PUNCT
spir-11045	17	33	paste	paste	NOUN
spir-11045	17	34	into	into	ADP
spir-11045	17	35	spreadsheets	spreadsheet	NOUN
spir-11045	17	36	or	or	CCONJ
spir-11045	17	37	other	other	ADJ
spir-11045	17	38	databases	database	NOUN
spir-11045	17	39	)	)	PUNCT
spir-11045	17	40	,	,	PUNCT
spir-11045	17	41	to	to	PART
spir-11045	17	42	create	create	VERB
spir-11045	17	43	a	a	DET
spir-11045	17	44	corpus	corpus	NOUN
spir-11045	17	45	for	for	ADP
spir-11045	17	46	their	their	PRON
spir-11045	17	47	research	research	NOUN
spir-11045	17	48	.	.	PUNCT
spir-11045	18	1	alongside	alongside	ADP
spir-11045	18	2	data	data	PROPN
spir-11045	18	3	collection	collection	NOUN
spir-11045	18	4	,	,	PUNCT
spir-11045	18	5	there	there	PRON
spir-11045	18	6	are	be	VERB
spir-11045	18	7	also	also	ADV
spir-11045	18	8	a	a	DET
spir-11045	18	9	variety	variety	NOUN
spir-11045	18	10	of	of	ADP
spir-11045	18	11	emerging	emerge	VERB
spir-11045	18	12	analytical	analytical	ADJ
spir-11045	18	13	methods	method	NOUN
spir-11045	18	14	developing	develop	VERB
spir-11045	18	15	in	in	ADP
spir-11045	18	16	conjunction	conjunction	NOUN
spir-11045	18	17	with	with	ADP
spir-11045	18	18	traditional	traditional	ADJ
spir-11045	18	19	approaches	approach	NOUN
spir-11045	18	20	.	.	PUNCT
spir-11045	19	1	there	there	PRON
spir-11045	19	2	are	be	VERB
spir-11045	19	3	many	many	ADJ
spir-11045	19	4	research	research	NOUN
spir-11045	19	5	studies	study	NOUN
spir-11045	19	6	that	that	PRON
spir-11045	19	7	use	use	VERB
spir-11045	19	8	twitter	twitter	NOUN
spir-11045	19	9	data	datum	NOUN
spir-11045	19	10	.	.	PUNCT
spir-11045	20	1	approaches	approach	NOUN
spir-11045	20	2	in	in	ADP
spir-11045	20	3	these	these	DET
spir-11045	20	4	studies	study	NOUN
spir-11045	20	5	can	can	AUX
spir-11045	20	6	be	be	AUX
spir-11045	20	7	classified	classify	VERB
spir-11045	20	8	as	as	ADP
spir-11045	20	9	:	:	PUNCT
spir-11045	20	10	platform	platform	NOUN
spir-11045	20	11	studies	study	NOUN
spir-11045	20	12	,	,	PUNCT
spir-11045	20	13	hashtag	hashtag	NOUN
spir-11045	20	14	studies	study	NOUN
spir-11045	20	15	,	,	PUNCT
spir-11045	20	16	and	and	CCONJ
spir-11045	20	17	population	population	NOUN
spir-11045	20	18	studies	study	NOUN
spir-11045	20	19	.	.	PUNCT
spir-11045	21	1	platform	platform	NOUN
spir-11045	21	2	studies	study	NOUN
spir-11045	21	3	look	look	VERB
spir-11045	21	4	at	at	ADP
spir-11045	21	5	the	the	DET
spir-11045	21	6	twitter	twitter	NOUN
spir-11045	21	7	platform	platform	NOUN
spir-11045	21	8	as	as	ADP
spir-11045	21	9	the	the	DET
spir-11045	21	10	object	object	NOUN
spir-11045	21	11	of	of	ADP
spir-11045	21	12	study	study	NOUN
spir-11045	21	13	and	and	CCONJ
spir-11045	21	14	examine	examine	VERB
spir-11045	21	15	its	its	PRON
spir-11045	21	16	use	use	NOUN
spir-11045	21	17	,	,	PUNCT
spir-11045	21	18	adoption	adoption	NOUN
spir-11045	21	19	,	,	PUNCT
spir-11045	21	20	and	and	CCONJ
spir-11045	21	21	affordances	affordance	NOUN
spir-11045	21	22	.	.	PUNCT
spir-11045	22	1	hashtag	hashtag	NOUN
spir-11045	22	2	studies	study	NOUN
spir-11045	22	3	use	use	VERB
spir-11045	22	4	datasets	dataset	NOUN
spir-11045	22	5	collected	collect	VERB
spir-11045	22	6	by	by	ADP
spir-11045	22	7	specifying	specify	VERB
spir-11045	22	8	the	the	DET
spir-11045	22	9	relevant	relevant	ADJ
spir-11045	22	10	hashtags	hashtag	NOUN
spir-11045	22	11	and	and	CCONJ
spir-11045	22	12	are	be	AUX
spir-11045	22	13	easy	easy	ADJ
spir-11045	22	14	to	to	PART
spir-11045	22	15	collect	collect	VERB
spir-11045	22	16	.	.	PUNCT
spir-11045	23	1	however	however	ADV
spir-11045	23	2	,	,	PUNCT
spir-11045	23	3	hashtag	hashtag	NOUN
spir-11045	23	4	datasets	dataset	NOUN
spir-11045	23	5	are	be	AUX
spir-11045	23	6	unable	unable	ADJ
spir-11045	23	7	to	to	PART
spir-11045	23	8	capture	capture	VERB
spir-11045	23	9	the	the	DET
spir-11045	23	10	wider	wide	ADJ
spir-11045	23	11	communicative	communicative	ADJ
spir-11045	23	12	activities	activity	NOUN
spir-11045	23	13	around	around	ADP
spir-11045	23	14	the	the	DET
spir-11045	23	15	topic	topic	NOUN
spir-11045	23	16	or	or	CCONJ
spir-11045	23	17	event	event	NOUN
spir-11045	23	18	described	describe	VERB
spir-11045	23	19	by	by	ADP
spir-11045	23	20	the	the	DET
spir-11045	23	21	hashtag	hashtag	NOUN
spir-11045	23	22	.	.	PUNCT
spir-11045	24	1	bruns	brun	NOUN
spir-11045	24	2	(	(	PUNCT
spir-11045	24	3	2018	2018	NUM
spir-11045	24	4	)	)	PUNCT
spir-11045	24	5	describes	describe	VERB
spir-11045	24	6	these	these	DET
spir-11045	24	7	studies	study	NOUN
spir-11045	24	8	as	as	ADP
spir-11045	24	9	“	"	PUNCT
spir-11045	24	10	analogous	analogous	ADJ
spir-11045	24	11	to	to	ADP
spir-11045	24	12	listening	listen	VERB
spir-11045	24	13	to	to	ADP
spir-11045	24	14	only	only	ADV
spir-11045	24	15	one	one	NUM
spir-11045	24	16	side	side	NOUN
spir-11045	24	17	of	of	ADP
spir-11045	24	18	a	a	DET
spir-11045	24	19	multi	multi	ADJ
spir-11045	24	20	-	-	ADJ
spir-11045	24	21	sided	sided	ADJ
spir-11045	24	22	phone	phone	NOUN
spir-11045	24	23	conversation	conversation	NOUN
spir-11045	24	24	.	.	PUNCT
spir-11045	24	25	”	"	PUNCT
spir-11045	25	1	population	population	NOUN
spir-11045	25	2	studies	study	NOUN
spir-11045	25	3	address	address	VERB
spir-11045	25	4	the	the	DET
spir-11045	25	5	limitations	limitation	NOUN
spir-11045	25	6	of	of	ADP
spir-11045	25	7	hashtag	hashtag	NOUN
spir-11045	25	8	studies	study	NOUN
spir-11045	25	9	by	by	ADP
spir-11045	25	10	collecting	collect	VERB
spir-11045	25	11	data	datum	NOUN
spir-11045	25	12	from	from	ADP
spir-11045	25	13	a	a	DET
spir-11045	25	14	curated	curate	VERB
spir-11045	25	15	population	population	NOUN
spir-11045	25	16	,	,	PUNCT
spir-11045	25	17	for	for	ADP
spir-11045	25	18	example	example	NOUN
spir-11045	25	19	within	within	ADP
spir-11045	25	20	a	a	DET
spir-11045	25	21	specific	specific	ADJ
spir-11045	25	22	geographic	geographic	ADJ
spir-11045	25	23	location	location	NOUN
spir-11045	25	24	.	.	PUNCT
spir-11045	26	1	studies	study	NOUN
spir-11045	26	2	using	use	VERB
spir-11045	26	3	collections	collection	NOUN
spir-11045	26	4	such	such	ADJ
spir-11045	26	5	as	as	ADP
spir-11045	26	6	the	the	DET
spir-11045	26	7	australian	australian	ADJ
spir-11045	26	8	twittersphere	twittersphere	NOUN
spir-11045	26	9	(	(	PUNCT
spir-11045	26	10	bruns	brun	NOUN
spir-11045	26	11	,	,	PUNCT
spir-11045	26	12	et	et	PROPN
spir-11045	26	13	al	al	PROPN
spir-11045	26	14	.	.	PROPN
spir-11045	26	15	2014	2014	NUM
spir-11045	26	16	)	)	PUNCT
spir-11045	26	17	provide	provide	VERB
spir-11045	26	18	the	the	DET
spir-11045	26	19	necessary	necessary	ADJ
spir-11045	26	20	context	context	NOUN
spir-11045	26	21	and	and	CCONJ
spir-11045	26	22	benchmark	benchmark	ADJ
spir-11045	26	23	information	information	NOUN
spir-11045	26	24	that	that	PRON
spir-11045	26	25	is	be	AUX
spir-11045	26	26	not	not	PART
spir-11045	26	27	available	available	ADJ
spir-11045	26	28	from	from	ADP
spir-11045	26	29	hashtag	hashtag	NOUN
spir-11045	26	30	studies	study	NOUN
spir-11045	26	31	.	.	PUNCT
spir-11045	27	1	a	a	DET
spir-11045	27	2	major	major	ADJ
spir-11045	27	3	challenge	challenge	NOUN
spir-11045	27	4	with	with	ADP
spir-11045	27	5	such	such	ADJ
spir-11045	27	6	large	large	ADJ
spir-11045	27	7	-	-	PUNCT
spir-11045	27	8	scale	scale	NOUN
spir-11045	27	9	population	population	NOUN
spir-11045	27	10	studies	study	NOUN
spir-11045	27	11	is	be	AUX
spir-11045	27	12	the	the	DET
spir-11045	27	13	massive	massive	ADJ
spir-11045	27	14	data	data	NOUN
spir-11045	27	15	collection	collection	NOUN
spir-11045	27	16	effort	effort	NOUN
spir-11045	27	17	needed	need	VERB
spir-11045	27	18	.	.	PUNCT
spir-11045	28	1	social	social	ADJ
spir-11045	28	2	media	medium	NOUN
spir-11045	28	3	data	datum	NOUN
spir-11045	28	4	collection	collection	NOUN
spir-11045	28	5	issues	issue	NOUN
spir-11045	28	6	the	the	DET
spir-11045	28	7	credibility	credibility	NOUN
spir-11045	28	8	and	and	CCONJ
spir-11045	28	9	quality	quality	NOUN
spir-11045	28	10	of	of	ADP
spir-11045	28	11	research	research	NOUN
spir-11045	28	12	output	output	NOUN
spir-11045	28	13	depend	depend	VERB
spir-11045	28	14	on	on	ADP
spir-11045	28	15	the	the	DET
spir-11045	28	16	quality	quality	NOUN
spir-11045	28	17	of	of	ADP
spir-11045	28	18	data	datum	NOUN
spir-11045	28	19	collected	collect	VERB
spir-11045	28	20	and	and	CCONJ
spir-11045	28	21	the	the	DET
spir-11045	28	22	suitability	suitability	NOUN
spir-11045	28	23	of	of	ADP
spir-11045	28	24	the	the	DET
spir-11045	28	25	analytical	analytical	ADJ
spir-11045	28	26	methods	method	NOUN
spir-11045	28	27	.	.	PUNCT
spir-11045	29	1	there	there	PRON
spir-11045	29	2	are	be	VERB
spir-11045	29	3	policy	policy	NOUN
spir-11045	29	4	and	and	CCONJ
spir-11045	29	5	regulation	regulation	NOUN
spir-11045	29	6	issues	issue	NOUN
spir-11045	29	7	relating	relate	VERB
spir-11045	29	8	to	to	ADP
spir-11045	29	9	data	data	NOUN
spir-11045	29	10	collection	collection	NOUN
spir-11045	29	11	from	from	ADP
spir-11045	29	12	digital	digital	ADJ
spir-11045	29	13	platforms	platform	NOUN
spir-11045	29	14	.	.	PUNCT
spir-11045	30	1	first	first	ADV
spir-11045	30	2	,	,	PUNCT
spir-11045	30	3	many	many	ADJ
spir-11045	30	4	platform	platform	NOUN
spir-11045	30	5	providers	provider	NOUN
spir-11045	30	6	operate	operate	VERB
spir-11045	30	7	as	as	ADP
spir-11045	30	8	closed	closed	ADJ
spir-11045	30	9	domains	domain	NOUN
spir-11045	30	10	.	.	PUNCT
spir-11045	31	1	access	access	NOUN
spir-11045	31	2	to	to	ADP
spir-11045	31	3	these	these	DET
spir-11045	31	4	platforms	platform	NOUN
spir-11045	31	5	’	'	PUNCT
spir-11045	31	6	apis	apis	PROPN
spir-11045	31	7	has	have	AUX
spir-11045	31	8	become	become	VERB
spir-11045	31	9	increasingly	increasingly	ADV
spir-11045	31	10	difficult	difficult	ADJ
spir-11045	31	11	,	,	PUNCT
spir-11045	31	12	especially	especially	ADV
spir-11045	31	13	after	after	ADP
spir-11045	31	14	the	the	DET
spir-11045	31	15	cambridge	cambridge	PROPN
spir-11045	31	16	analytica	analytica	PROPN
spir-11045	31	17	debacle	debacle	PROPN
spir-11045	31	18	.	.	PUNCT
spir-11045	32	1	second	second	ADJ
spir-11045	32	2	,	,	PUNCT
spir-11045	32	3	governments	government	NOUN
spir-11045	32	4	have	have	AUX
spir-11045	32	5	established	establish	VERB
spir-11045	32	6	stricter	strict	ADJ
spir-11045	32	7	regulations	regulation	NOUN
spir-11045	32	8	such	such	ADJ
spir-11045	32	9	as	as	ADP
spir-11045	32	10	the	the	DET
spir-11045	32	11	general	general	ADJ
spir-11045	32	12	data	data	PROPN
spir-11045	32	13	protection	protection	NOUN
spir-11045	32	14	regulation	regulation	NOUN
spir-11045	32	15	(	(	PUNCT
spir-11045	32	16	gdpr	gdpr	NOUN
spir-11045	32	17	)	)	PUNCT
spir-11045	32	18	in	in	ADP
spir-11045	32	19	the	the	DET
spir-11045	32	20	european	european	PROPN
spir-11045	32	21	union	union	PROPN
spir-11045	32	22	in	in	ADP
spir-11045	32	23	2018	2018	NUM
spir-11045	32	24	to	to	PART
spir-11045	32	25	protect	protect	VERB
spir-11045	32	26	citizens	citizen	NOUN
spir-11045	32	27	’	’	PART
spir-11045	32	28	privacy	privacy	NOUN
spir-11045	32	29	and	and	CCONJ
spir-11045	32	30	rights	right	NOUN
spir-11045	32	31	over	over	ADP
spir-11045	32	32	their	their	PRON
spir-11045	32	33	personal	personal	ADJ
spir-11045	32	34	data	datum	NOUN
spir-11045	32	35	.	.	PUNCT
spir-11045	33	1	there	there	PRON
spir-11045	33	2	are	be	VERB
spir-11045	33	3	also	also	ADV
spir-11045	33	4	existing	exist	VERB
spir-11045	33	5	laws	law	NOUN
spir-11045	33	6	on	on	ADP
spir-11045	33	7	reporting	report	VERB
spir-11045	33	8	breaches	breach	NOUN
spir-11045	33	9	and	and	CCONJ
spir-11045	33	10	data	datum	NOUN
spir-11045	33	11	sovereignty	sovereignty	NOUN
spir-11045	33	12	.	.	PUNCT
spir-11045	34	1	furthermore	furthermore	ADV
spir-11045	34	2	,	,	PUNCT
spir-11045	34	3	there	there	PRON
spir-11045	34	4	are	be	VERB
spir-11045	34	5	methodological	methodological	ADJ
spir-11045	34	6	issues	issue	NOUN
spir-11045	34	7	relating	relate	VERB
spir-11045	34	8	to	to	ADP
spir-11045	34	9	social	social	ADJ
spir-11045	34	10	media	medium	NOUN
spir-11045	34	11	data	datum	NOUN
spir-11045	34	12	collection	collection	NOUN
spir-11045	34	13	.	.	PUNCT
spir-11045	35	1	first	first	ADV
spir-11045	35	2	,	,	PUNCT
spir-11045	35	3	the	the	DET
spir-11045	35	4	fractured	fractured	ADJ
spir-11045	35	5	approach	approach	NOUN
spir-11045	35	6	to	to	ADP
spir-11045	35	7	data	datum	NOUN
spir-11045	35	8	collection	collection	NOUN
spir-11045	35	9	,	,	PUNCT
spir-11045	35	10	typically	typically	ADV
spir-11045	35	11	building	build	VERB
spir-11045	35	12	on	on	ADP
spir-11045	35	13	one	one	NUM
spir-11045	35	14	-	-	PUNCT
spir-11045	35	15	off	off	ADP
spir-11045	35	16	processes	process	NOUN
spir-11045	35	17	using	use	VERB
spir-11045	35	18	ad	ad	NOUN
spir-11045	35	19	-	-	PUNCT
spir-11045	35	20	hoc	hoc	ADJ
spir-11045	35	21	software	software	NOUN
spir-11045	35	22	tools	tool	NOUN
spir-11045	35	23	,	,	PUNCT
spir-11045	35	24	is	be	AUX
spir-11045	35	25	neither	neither	CCONJ
spir-11045	35	26	robust	robust	ADJ
spir-11045	35	27	nor	nor	CCONJ
spir-11045	35	28	repeatable	repeatable	ADJ
spir-11045	35	29	.	.	PUNCT
spir-11045	36	1	the	the	DET
spir-11045	36	2	software	software	NOUN
spir-11045	36	3	tools	tool	NOUN
spir-11045	36	4	effectively	effectively	ADV
spir-11045	36	5	function	function	VERB
spir-11045	36	6	as	as	ADP
spir-11045	36	7	black	black	ADJ
spir-11045	36	8	boxes	box	NOUN
spir-11045	36	9	,	,	PUNCT
spir-11045	36	10	and	and	CCONJ
spir-11045	36	11	researchers	researcher	NOUN
spir-11045	36	12	are	be	AUX
spir-11045	36	13	therefore	therefore	ADV
spir-11045	36	14	not	not	PART
spir-11045	36	15	privy	privy	ADJ
spir-11045	36	16	to	to	ADP
spir-11045	36	17	their	their	PRON
spir-11045	36	18	limitations	limitation	NOUN
spir-11045	36	19	(	(	PUNCT
spir-11045	36	20	e.g.	e.g.	ADV
spir-11045	36	21	,	,	PUNCT
spir-11045	36	22	legal	legal	ADJ
spir-11045	36	23	,	,	PUNCT
spir-11045	36	24	technical	technical	ADJ
spir-11045	36	25	,	,	PUNCT
spir-11045	36	26	and	and	CCONJ
spir-11045	36	27	terms	term	NOUN
spir-11045	36	28	of	of	ADP
spir-11045	36	29	service	service	NOUN
spir-11045	36	30	)	)	PUNCT
spir-11045	36	31	and	and	CCONJ
spir-11045	36	32	how	how	SCONJ
spir-11045	36	33	these	these	PRON
spir-11045	36	34	affect	affect	VERB
spir-11045	36	35	the	the	DET
spir-11045	36	36	data	datum	NOUN
spir-11045	36	37	quality	quality	NOUN
spir-11045	36	38	.	.	PUNCT
spir-11045	37	1	second	second	ADJ
spir-11045	37	2	,	,	PUNCT
spir-11045	37	3	when	when	SCONJ
spir-11045	37	4	the	the	DET
spir-11045	37	5	collection	collection	NOUN
spir-11045	37	6	method	method	NOUN
spir-11045	37	7	is	be	AUX
spir-11045	37	8	not	not	PART
spir-11045	37	9	transparent	transparent	ADJ
spir-11045	37	10	,	,	PUNCT
spir-11045	37	11	the	the	DET
spir-11045	37	12	characteristics	characteristic	NOUN
spir-11045	37	13	of	of	ADP
spir-11045	37	14	the	the	DET
spir-11045	37	15	data	datum	NOUN
spir-11045	37	16	collected	collect	VERB
spir-11045	37	17	in	in	ADP
spir-11045	37	18	terms	term	NOUN
spir-11045	37	19	of	of	ADP
spir-11045	37	20	randomness	randomness	NOUN
spir-11045	37	21	,	,	PUNCT
spir-11045	37	22	representativeness	representativeness	NOUN
spir-11045	37	23	,	,	PUNCT
spir-11045	37	24	and	and	CCONJ
spir-11045	37	25	completeness	completeness	NOUN
spir-11045	37	26	can	can	AUX
spir-11045	37	27	not	not	PART
spir-11045	37	28	be	be	AUX
spir-11045	37	29	determined	determine	VERB
spir-11045	37	30	.	.	PUNCT
spir-11045	38	1	these	these	DET
spir-11045	38	2	unknowns	unknown	NOUN
spir-11045	38	3	will	will	AUX
spir-11045	38	4	have	have	VERB
spir-11045	38	5	a	a	DET
spir-11045	38	6	major	major	ADJ
spir-11045	38	7	influence	influence	NOUN
spir-11045	38	8	on	on	ADP
spir-11045	38	9	the	the	DET
spir-11045	38	10	analytical	analytical	ADJ
spir-11045	38	11	methods	method	NOUN
spir-11045	38	12	that	that	PRON
spir-11045	38	13	can	can	AUX
spir-11045	38	14	be	be	AUX
spir-11045	38	15	applied	apply	VERB
spir-11045	38	16	and	and	CCONJ
spir-11045	38	17	the	the	DET
spir-11045	38	18	quality	quality	NOUN
spir-11045	38	19	of	of	ADP
spir-11045	38	20	insights	insight	NOUN
spir-11045	38	21	that	that	PRON
spir-11045	38	22	can	can	AUX
spir-11045	38	23	be	be	AUX
spir-11045	38	24	derived	derive	VERB
spir-11045	38	25	.	.	PUNCT
spir-11045	39	1	lastly	lastly	ADV
spir-11045	39	2	,	,	PUNCT
spir-11045	39	3	while	while	SCONJ
spir-11045	39	4	3	3	NUM
spir-11045	39	5	there	there	PRON
spir-11045	39	6	is	be	VERB
spir-11045	39	7	the	the	DET
spir-11045	39	8	option	option	NOUN
spir-11045	39	9	of	of	ADP
spir-11045	39	10	purchasing	purchase	VERB
spir-11045	39	11	twitter	twitter	NOUN
spir-11045	39	12	data	datum	NOUN
spir-11045	39	13	via	via	ADP
spir-11045	39	14	gnip	gnip	PROPN
spir-11045	39	15	,	,	PUNCT
spir-11045	39	16	the	the	DET
spir-11045	39	17	costs	cost	NOUN
spir-11045	39	18	are	be	AUX
spir-11045	39	19	usually	usually	ADV
spir-11045	39	20	not	not	PART
spir-11045	39	21	affordable	affordable	ADJ
spir-11045	39	22	for	for	ADP
spir-11045	39	23	academic	academic	ADJ
spir-11045	39	24	researchers	researcher	NOUN
spir-11045	39	25	(	(	PUNCT
spir-11045	39	26	gaffney	gaffney	NOUN
spir-11045	39	27	&	&	CCONJ
spir-11045	39	28	puschmann	puschmann	PROPN
spir-11045	39	29	2014	2014	NUM
spir-11045	39	30	)	)	PUNCT
spir-11045	39	31	.	.	PUNCT
spir-11045	40	1	to	to	PART
spir-11045	40	2	address	address	VERB
spir-11045	40	3	the	the	DET
spir-11045	40	4	data	datum	NOUN
spir-11045	40	5	collection	collection	NOUN
spir-11045	40	6	issues	issue	NOUN
spir-11045	40	7	mentioned	mention	VERB
spir-11045	40	8	above	above	ADV
spir-11045	40	9	,	,	PUNCT
spir-11045	40	10	the	the	DET
spir-11045	40	11	trisma	trisma	NOUN
spir-11045	40	12	(	(	PUNCT
spir-11045	40	13	tracking	track	VERB
spir-11045	40	14	infrastructure	infrastructure	NOUN
spir-11045	40	15	for	for	ADP
spir-11045	40	16	social	social	ADJ
spir-11045	40	17	media	medium	NOUN
spir-11045	40	18	analysis	analysis	NOUN
spir-11045	40	19	)	)	PUNCT
spir-11045	40	20	project	project	NOUN
spir-11045	40	21	designed	design	VERB
spir-11045	40	22	,	,	PUNCT
spir-11045	40	23	built	build	VERB
spir-11045	40	24	,	,	PUNCT
spir-11045	40	25	and	and	CCONJ
spir-11045	40	26	operated	operate	VERB
spir-11045	40	27	a	a	DET
spir-11045	40	28	‘	'	PUNCT
spir-11045	40	29	big	big	ADJ
spir-11045	40	30	social	social	ADJ
spir-11045	40	31	data	data	NOUN
spir-11045	40	32	’	'	PUNCT
spir-11045	40	33	infrastructure	infrastructure	NOUN
spir-11045	40	34	for	for	ADP
spir-11045	40	35	multiple	multiple	ADJ
spir-11045	40	36	platforms	platform	NOUN
spir-11045	40	37	(	(	PUNCT
spir-11045	40	38	bruns	brun	NOUN
spir-11045	40	39	2018	2018	NUM
spir-11045	40	40	)	)	PUNCT
spir-11045	40	41	.	.	PUNCT
spir-11045	41	1	there	there	PRON
spir-11045	41	2	were	be	VERB
spir-11045	41	3	four	four	NUM
spir-11045	41	4	challenges	challenge	NOUN
spir-11045	41	5	with	with	ADP
spir-11045	41	6	the	the	DET
spir-11045	41	7	trisma	trisma	NOUN
spir-11045	41	8	project	project	NOUN
spir-11045	41	9	:	:	PUNCT
spir-11045	41	10	technical	technical	ADJ
spir-11045	41	11	,	,	PUNCT
spir-11045	41	12	coordination	coordination	NOUN
spir-11045	41	13	,	,	PUNCT
spir-11045	41	14	maintenance	maintenance	NOUN
spir-11045	41	15	,	,	PUNCT
spir-11045	41	16	and	and	CCONJ
spir-11045	41	17	methods	method	NOUN
spir-11045	41	18	.	.	PUNCT
spir-11045	42	1	the	the	DET
spir-11045	42	2	technical	technical	ADJ
spir-11045	42	3	challenges	challenge	NOUN
spir-11045	42	4	involved	involve	VERB
spir-11045	42	5	in	in	ADP
spir-11045	42	6	gathering	gathering	NOUN
spir-11045	42	7	,	,	PUNCT
spir-11045	42	8	processing	processing	NOUN
spir-11045	42	9	,	,	PUNCT
spir-11045	42	10	and	and	CCONJ
spir-11045	42	11	storing	store	VERB
spir-11045	42	12	such	such	ADJ
spir-11045	42	13	large	large	ADJ
spir-11045	42	14	datasets	dataset	NOUN
spir-11045	42	15	were	be	AUX
spir-11045	42	16	significant	significant	ADJ
spir-11045	42	17	.	.	PUNCT
spir-11045	43	1	in	in	ADP
spir-11045	43	2	addition	addition	NOUN
spir-11045	43	3	,	,	PUNCT
spir-11045	43	4	the	the	DET
spir-11045	43	5	multi	multi	ADJ
spir-11045	43	6	-	-	ADJ
spir-11045	43	7	institutional	institutional	ADJ
spir-11045	43	8	nature	nature	NOUN
spir-11045	43	9	of	of	ADP
spir-11045	43	10	the	the	DET
spir-11045	43	11	project	project	NOUN
spir-11045	43	12	naturally	naturally	ADV
spir-11045	43	13	generated	generate	VERB
spir-11045	43	14	substantial	substantial	ADJ
spir-11045	43	15	coordination	coordination	NOUN
spir-11045	43	16	overheads	overhead	NOUN
spir-11045	43	17	.	.	PUNCT
spir-11045	44	1	additional	additional	ADJ
spir-11045	44	2	challenges	challenge	NOUN
spir-11045	44	3	include	include	VERB
spir-11045	44	4	the	the	DET
spir-11045	44	5	maintainability	maintainability	NOUN
spir-11045	44	6	of	of	ADP
spir-11045	44	7	the	the	DET
spir-11045	44	8	complex	complex	ADJ
spir-11045	44	9	architecture	architecture	NOUN
spir-11045	44	10	necessary	necessary	ADJ
spir-11045	44	11	to	to	PART
spir-11045	44	12	operate	operate	VERB
spir-11045	44	13	such	such	DET
spir-11045	44	14	a	a	DET
spir-11045	44	15	facility	facility	NOUN
spir-11045	44	16	,	,	PUNCT
spir-11045	44	17	the	the	DET
spir-11045	44	18	lack	lack	NOUN
spir-11045	44	19	of	of	ADP
spir-11045	44	20	documentation	documentation	NOUN
spir-11045	44	21	common	common	ADJ
spir-11045	44	22	to	to	ADP
spir-11045	44	23	prototypes	prototype	NOUN
spir-11045	44	24	,	,	PUNCT
spir-11045	44	25	and	and	CCONJ
spir-11045	44	26	changing	change	VERB
spir-11045	44	27	platform	platform	NOUN
spir-11045	44	28	apis	apis	ADJ
spir-11045	44	29	.	.	PUNCT
spir-11045	45	1	finally	finally	ADV
spir-11045	45	2	,	,	PUNCT
spir-11045	45	3	the	the	DET
spir-11045	45	4	analytics	analytic	NOUN
spir-11045	45	5	methods	method	NOUN
spir-11045	45	6	required	require	VERB
spir-11045	45	7	to	to	PART
spir-11045	45	8	use	use	VERB
spir-11045	45	9	the	the	DET
spir-11045	45	10	trisma	trisma	NOUN
spir-11045	45	11	data	datum	NOUN
spir-11045	45	12	remain	remain	VERB
spir-11045	45	13	emergent	emergent	ADJ
spir-11045	45	14	and	and	CCONJ
spir-11045	45	15	experimental	experimental	ADJ
spir-11045	45	16	.	.	PUNCT
spir-11045	46	1	building	build	VERB
spir-11045	46	2	a	a	DET
spir-11045	46	3	trusted	trust	VERB
spir-11045	46	4	data	data	NOUN
spir-11045	46	5	research	research	NOUN
spir-11045	46	6	infrastructure	infrastructure	NOUN
spir-11045	46	7	the	the	DET
spir-11045	46	8	digital	digital	ADJ
spir-11045	46	9	observatory	observatory	NOUN
spir-11045	46	10	(	(	PUNCT
spir-11045	46	11	do	do	PROPN
spir-11045	46	12	)	)	PUNCT
spir-11045	46	13	,	,	PUNCT
spir-11045	46	14	building	build	VERB
spir-11045	46	15	on	on	ADP
spir-11045	46	16	the	the	DET
spir-11045	46	17	trisma	trisma	NOUN
spir-11045	46	18	project	project	NOUN
spir-11045	46	19	,	,	PUNCT
spir-11045	46	20	aims	aim	VERB
spir-11045	46	21	to	to	PART
spir-11045	46	22	address	address	VERB
spir-11045	46	23	the	the	DET
spir-11045	46	24	challenge	challenge	NOUN
spir-11045	46	25	of	of	ADP
spir-11045	46	26	building	build	VERB
spir-11045	46	27	a	a	DET
spir-11045	46	28	trusted	trust	VERB
spir-11045	46	29	platform	platform	NOUN
spir-11045	46	30	that	that	PRON
spir-11045	46	31	makes	make	VERB
spir-11045	46	32	it	it	PRON
spir-11045	46	33	possible	possible	ADJ
spir-11045	46	34	to	to	PART
spir-11045	46	35	collect	collect	VERB
spir-11045	46	36	data	datum	NOUN
spir-11045	46	37	responsibly	responsibly	ADV
spir-11045	46	38	,	,	PUNCT
spir-11045	46	39	ethically	ethically	ADV
spir-11045	46	40	,	,	PUNCT
spir-11045	46	41	and	and	CCONJ
spir-11045	46	42	securely	securely	ADV
spir-11045	46	43	.	.	PUNCT
spir-11045	47	1	the	the	DET
spir-11045	47	2	do	do	NOUN
spir-11045	47	3	aims	aim	VERB
spir-11045	47	4	to	to	PART
spir-11045	47	5	accomplish	accomplish	VERB
spir-11045	47	6	this	this	PRON
spir-11045	47	7	via	via	ADP
spir-11045	47	8	a	a	DET
spir-11045	47	9	two	two	NUM
spir-11045	47	10	-	-	PUNCT
spir-11045	47	11	pronged	pronged	ADJ
spir-11045	47	12	approach	approach	NOUN
spir-11045	47	13	:	:	PUNCT
spir-11045	47	14	technological	technological	ADJ
spir-11045	47	15	and	and	CCONJ
spir-11045	47	16	procedural	procedural	ADJ
spir-11045	47	17	.	.	PUNCT
spir-11045	48	1	the	the	DET
spir-11045	48	2	technological	technological	ADJ
spir-11045	48	3	approach	approach	NOUN
spir-11045	48	4	means	mean	VERB
spir-11045	48	5	making	make	VERB
spir-11045	48	6	conscious	conscious	ADJ
spir-11045	48	7	design	design	NOUN
spir-11045	48	8	decisions	decision	NOUN
spir-11045	48	9	to	to	PART
spir-11045	48	10	build	build	VERB
spir-11045	48	11	data	data	NOUN
spir-11045	48	12	collectors	collector	NOUN
spir-11045	48	13	that	that	PRON
spir-11045	48	14	are	be	AUX
spir-11045	48	15	reliable	reliable	ADJ
spir-11045	48	16	,	,	PUNCT
spir-11045	48	17	maintainable	maintainable	ADJ
spir-11045	48	18	,	,	PUNCT
spir-11045	48	19	and	and	CCONJ
spir-11045	48	20	respectful	respectful	ADJ
spir-11045	48	21	of	of	ADP
spir-11045	48	22	the	the	DET
spir-11045	48	23	platforms	platform	NOUN
spir-11045	48	24	they	they	PRON
spir-11045	48	25	gather	gather	VERB
spir-11045	48	26	from	from	ADP
spir-11045	48	27	,	,	PUNCT
spir-11045	48	28	and	and	CCONJ
spir-11045	48	29	of	of	ADP
spir-11045	48	30	the	the	DET
spir-11045	48	31	authors	author	NOUN
spir-11045	48	32	of	of	ADP
spir-11045	48	33	data	datum	NOUN
spir-11045	48	34	on	on	ADP
spir-11045	48	35	those	those	DET
spir-11045	48	36	platforms	platform	NOUN
spir-11045	48	37	.	.	PUNCT
spir-11045	49	1	the	the	DET
spir-11045	49	2	procedural	procedural	ADJ
spir-11045	49	3	component	component	NOUN
spir-11045	49	4	involves	involve	VERB
spir-11045	49	5	structuring	structure	VERB
spir-11045	49	6	the	the	DET
spir-11045	49	7	do	do	NOUN
spir-11045	49	8	processes	process	NOUN
spir-11045	49	9	around	around	ADP
spir-11045	49	10	our	our	PRON
spir-11045	49	11	guiding	guide	VERB
spir-11045	49	12	principles	principle	NOUN
spir-11045	49	13	:	:	PUNCT
spir-11045	49	14	being	be	AUX
spir-11045	49	15	an	an	DET
spir-11045	49	16	active	active	ADJ
spir-11045	49	17	facilitator	facilitator	NOUN
spir-11045	49	18	and	and	CCONJ
spir-11045	49	19	not	not	PART
spir-11045	49	20	just	just	ADV
spir-11045	49	21	a	a	DET
spir-11045	49	22	passive	passive	ADJ
spir-11045	49	23	data	datum	NOUN
spir-11045	49	24	provider	provider	NOUN
spir-11045	49	25	.	.	PUNCT
spir-11045	50	1	the	the	DET
spir-11045	50	2	do	do	NOUN
spir-11045	50	3	takes	take	VERB
spir-11045	50	4	an	an	DET
spir-11045	50	5	infrastructure	infrastructure	NOUN
spir-11045	50	6	approach	approach	NOUN
spir-11045	50	7	to	to	PART
spir-11045	50	8	address	address	VERB
spir-11045	50	9	the	the	DET
spir-11045	50	10	issues	issue	NOUN
spir-11045	50	11	arising	arise	VERB
spir-11045	50	12	from	from	ADP
spir-11045	50	13	the	the	DET
spir-11045	50	14	fragmented	fragmented	ADJ
spir-11045	50	15	approach	approach	NOUN
spir-11045	50	16	to	to	ADP
spir-11045	50	17	research	research	NOUN
spir-11045	50	18	methods	method	NOUN
spir-11045	50	19	mentioned	mention	VERB
spir-11045	50	20	before	before	ADV
spir-11045	50	21	,	,	PUNCT
spir-11045	50	22	and	and	CCONJ
spir-11045	50	23	to	to	PART
spir-11045	50	24	ensure	ensure	VERB
spir-11045	50	25	robustness	robustness	NOUN
spir-11045	50	26	,	,	PUNCT
spir-11045	50	27	transparency	transparency	NOUN
spir-11045	50	28	,	,	PUNCT
spir-11045	50	29	repeatability	repeatability	NOUN
spir-11045	50	30	,	,	PUNCT
spir-11045	50	31	and	and	CCONJ
spir-11045	50	32	auditability	auditability	NOUN
spir-11045	50	33	.	.	PUNCT
spir-11045	51	1	firstly	firstly	ADV
spir-11045	51	2	,	,	PUNCT
spir-11045	51	3	it	it	PRON
spir-11045	51	4	has	have	AUX
spir-11045	51	5	learned	learn	VERB
spir-11045	51	6	from	from	ADP
spir-11045	51	7	trisma	trisma	NOUN
spir-11045	51	8	and	and	CCONJ
spir-11045	51	9	redesigned	redesign	VERB
spir-11045	51	10	and	and	CCONJ
spir-11045	51	11	rebuilt	rebuild	VERB
spir-11045	51	12	that	that	DET
spir-11045	51	13	prototype	prototype	NOUN
spir-11045	51	14	into	into	ADP
spir-11045	51	15	production	production	NOUN
spir-11045	51	16	-	-	PUNCT
spir-11045	51	17	grade	grade	NOUN
spir-11045	51	18	software	software	NOUN
spir-11045	51	19	using	use	VERB
spir-11045	51	20	professional	professional	ADJ
spir-11045	51	21	software	software	NOUN
spir-11045	51	22	development	development	NOUN
spir-11045	51	23	best	good	ADJ
spir-11045	51	24	practice	practice	NOUN
spir-11045	51	25	,	,	PUNCT
spir-11045	51	26	increasing	increase	VERB
spir-11045	51	27	reliability	reliability	NOUN
spir-11045	51	28	and	and	CCONJ
spir-11045	51	29	maintainability	maintainability	NOUN
spir-11045	51	30	.	.	PUNCT
spir-11045	52	1	secondly	secondly	ADV
spir-11045	52	2	,	,	PUNCT
spir-11045	52	3	the	the	DET
spir-11045	52	4	centralised	centralised	ADJ
spir-11045	52	5	approach	approach	NOUN
spir-11045	52	6	to	to	ADP
spir-11045	52	7	data	datum	NOUN
spir-11045	52	8	collection	collection	NOUN
spir-11045	52	9	provides	provide	VERB
spir-11045	52	10	scalability	scalability	NOUN
spir-11045	52	11	and	and	CCONJ
spir-11045	52	12	reduces	reduce	VERB
spir-11045	52	13	the	the	DET
spir-11045	52	14	duplication	duplication	NOUN
spir-11045	52	15	of	of	ADP
spir-11045	52	16	data	datum	NOUN
spir-11045	52	17	collection	collection	NOUN
spir-11045	52	18	and	and	CCONJ
spir-11045	52	19	processing	processing	NOUN
spir-11045	52	20	work	work	NOUN
spir-11045	52	21	that	that	PRON
spir-11045	52	22	happens	happen	VERB
spir-11045	52	23	across	across	ADP
spir-11045	52	24	research	research	NOUN
spir-11045	52	25	institutions	institution	NOUN
spir-11045	52	26	.	.	PUNCT
spir-11045	53	1	finally	finally	ADV
spir-11045	53	2	,	,	PUNCT
spir-11045	53	3	the	the	DET
spir-11045	53	4	provision	provision	NOUN
spir-11045	53	5	of	of	ADP
spir-11045	53	6	continuous	continuous	ADJ
spir-11045	53	7	support	support	NOUN
spir-11045	53	8	for	for	ADP
spir-11045	53	9	the	the	DET
spir-11045	53	10	platform	platform	NOUN
spir-11045	53	11	,	,	PUNCT
spir-11045	53	12	which	which	PRON
spir-11045	53	13	is	be	AUX
spir-11045	53	14	necessary	necessary	ADJ
spir-11045	53	15	but	but	CCONJ
spir-11045	53	16	tangential	tangential	ADJ
spir-11045	53	17	to	to	ADP
spir-11045	53	18	the	the	DET
spir-11045	53	19	conceptual	conceptual	ADJ
spir-11045	53	20	workflow	workflow	NOUN
spir-11045	53	21	of	of	ADP
spir-11045	53	22	researchers	researcher	NOUN
spir-11045	53	23	,	,	PUNCT
spir-11045	53	24	allows	allow	VERB
spir-11045	53	25	researchers	researcher	NOUN
spir-11045	53	26	to	to	PART
spir-11045	53	27	focus	focus	VERB
spir-11045	53	28	more	more	ADV
spir-11045	53	29	on	on	ADP
spir-11045	53	30	the	the	DET
spir-11045	53	31	intellectual	intellectual	ADJ
spir-11045	53	32	challenges	challenge	NOUN
spir-11045	53	33	of	of	ADP
spir-11045	53	34	their	their	PRON
spir-11045	53	35	research	research	NOUN
spir-11045	53	36	.	.	PUNCT
spir-11045	54	1	this	this	DET
spir-11045	54	2	paper	paper	NOUN
spir-11045	54	3	will	will	AUX
spir-11045	54	4	outline	outline	VERB
spir-11045	54	5	the	the	DET
spir-11045	54	6	successes	success	NOUN
spir-11045	54	7	as	as	ADV
spir-11045	54	8	well	well	ADV
spir-11045	54	9	as	as	ADP
spir-11045	54	10	the	the	DET
spir-11045	54	11	challenges	challenge	NOUN
spir-11045	54	12	arising	arise	VERB
spir-11045	54	13	in	in	ADP
spir-11045	54	14	the	the	DET
spir-11045	54	15	design	design	NOUN
spir-11045	54	16	and	and	CCONJ
spir-11045	54	17	development	development	NOUN
spir-11045	54	18	of	of	ADP
spir-11045	54	19	the	the	DET
spir-11045	54	20	new	new	ADJ
spir-11045	54	21	digital	digital	ADJ
spir-11045	54	22	observatory	observatory	ADJ
spir-11045	54	23	platform	platform	NOUN
spir-11045	54	24	.	.	PUNCT
spir-11045	55	1	we	we	PRON
spir-11045	55	2	also	also	ADV
spir-11045	55	3	outline	outline	VERB
spir-11045	55	4	the	the	DET
spir-11045	55	5	risks	risk	NOUN
spir-11045	55	6	and	and	CCONJ
spir-11045	55	7	strategies	strategy	NOUN
spir-11045	55	8	for	for	ADP
spir-11045	55	9	mitigating	mitigate	VERB
spir-11045	55	10	these	these	DET
spir-11045	55	11	risks	risk	NOUN
spir-11045	55	12	.	.	PUNCT
spir-11045	56	1	we	we	PRON
spir-11045	56	2	anticipate	anticipate	VERB
spir-11045	56	3	that	that	SCONJ
spir-11045	56	4	once	once	SCONJ
spir-11045	56	5	the	the	DET
spir-11045	56	6	do	do	NOUN
spir-11045	56	7	platform	platform	NOUN
spir-11045	56	8	has	have	AUX
spir-11045	56	9	been	be	AUX
spir-11045	56	10	developed	develop	VERB
spir-11045	56	11	and	and	CCONJ
spir-11045	56	12	is	be	AUX
spir-11045	56	13	in	in	ADP
spir-11045	56	14	a	a	DET
spir-11045	56	15	steady	steady	ADJ
spir-11045	56	16	state	state	NOUN
spir-11045	56	17	of	of	ADP
spir-11045	56	18	operation	operation	NOUN
spir-11045	56	19	,	,	PUNCT
spir-11045	56	20	the	the	DET
spir-11045	56	21	next	next	ADJ
spir-11045	56	22	major	major	ADJ
spir-11045	56	23	challenge	challenge	NOUN
spir-11045	56	24	will	will	AUX
spir-11045	56	25	be	be	AUX
spir-11045	56	26	to	to	PART
spir-11045	56	27	extend	extend	VERB
spir-11045	56	28	the	the	DET
spir-11045	56	29	platform	platform	NOUN
spir-11045	56	30	with	with	ADP
spir-11045	56	31	innovative	innovative	ADJ
spir-11045	56	32	analytical	analytical	ADJ
spir-11045	56	33	methods	method	NOUN
spir-11045	56	34	.	.	PUNCT
spir-11045	57	1	4	4	NUM
spir-11045	57	2	references	reference	NOUN
spir-11045	57	3	bruns	brun	NOUN
spir-11045	57	4	,	,	PUNCT
spir-11045	57	5	a.	a.	NOUN
spir-11045	57	6	,	,	PUNCT
spir-11045	57	7	burgess	burgess	PROPN
spir-11045	57	8	,	,	PUNCT
spir-11045	57	9	j.	j.	PROPN
spir-11045	57	10	,	,	PUNCT
spir-11045	57	11	&	&	CCONJ
spir-11045	57	12	highfield	highfield	PROPN
spir-11045	57	13	,	,	PUNCT
spir-11045	57	14	t.	t.	PROPN
spir-11045	57	15	(	(	PUNCT
spir-11045	57	16	2014	2014	NUM
spir-11045	57	17	)	)	PUNCT
spir-11045	57	18	.	.	PUNCT
spir-11045	58	1	a	a	DET
spir-11045	58	2	‘	'	PUNCT
spir-11045	58	3	big	big	ADJ
spir-11045	58	4	data	datum	NOUN
spir-11045	58	5	’	'	PUNCT
spir-11045	58	6	approach	approach	NOUN
spir-11045	58	7	to	to	ADP
spir-11045	58	8	mapping	map	VERB
spir-11045	58	9	the	the	DET
spir-11045	58	10	australian	australian	ADJ
spir-11045	58	11	twittersphere	twittersphere	NOUN
spir-11045	58	12	.	.	PUNCT
spir-11045	59	1	in	in	ADP
spir-11045	59	2	advancing	advance	VERB
spir-11045	59	3	digital	digital	ADJ
spir-11045	59	4	humanities	humanity	NOUN
spir-11045	59	5	(	(	PUNCT
spir-11045	59	6	pp	pp	ADJ
spir-11045	59	7	.	.	PUNCT
spir-11045	59	8	113	113	NUM
spir-11045	59	9	-	-	SYM
spir-11045	59	10	129	129	NUM
spir-11045	59	11	)	)	PUNCT
spir-11045	59	12	.	.	PUNCT
spir-11045	60	1	palgrave	palgrave	PROPN
spir-11045	60	2	macmillan	macmillan	PROPN
spir-11045	60	3	,	,	PUNCT
spir-11045	60	4	london	london	PROPN
spir-11045	60	5	.	.	PUNCT
spir-11045	61	1	bruns	bruns	PROPN
spir-11045	61	2	,	,	PUNCT
spir-11045	61	3	a.	a.	NOUN
spir-11045	61	4	(	(	PUNCT
spir-11045	61	5	2018	2018	NUM
spir-11045	61	6	)	)	PUNCT
spir-11045	61	7	.	.	PUNCT
spir-11045	62	1	a	a	DET
spir-11045	62	2	multi	multi	ADJ
spir-11045	62	3	-	-	ADJ
spir-11045	62	4	institutional	institutional	ADJ
spir-11045	62	5	approach	approach	NOUN
spir-11045	62	6	to	to	ADP
spir-11045	62	7	‘	'	PUNCT
spir-11045	62	8	big	big	ADJ
spir-11045	62	9	social	social	ADJ
spir-11045	62	10	data	datum	NOUN
spir-11045	62	11	’	'	PUNCT
spir-11045	62	12	:	:	PUNCT
spir-11045	62	13	the	the	DET
spir-11045	62	14	trisma	trisma	NOUN
spir-11045	62	15	project	project	NOUN
spir-11045	62	16	.	.	PUNCT
spir-11045	63	1	paper	paper	NOUN
spir-11045	63	2	presented	present	VERB
spir-11045	63	3	at	at	ADP
spir-11045	63	4	aoir	aoir	NOUN
spir-11045	63	5	2018	2018	NUM
spir-11045	63	6	,	,	PUNCT
spir-11045	63	7	montréal	montréal	PROPN
spir-11045	63	8	,	,	PUNCT
spir-11045	63	9	canada	canada	PROPN
spir-11045	63	10	.	.	PUNCT
spir-11045	64	1	gaffney	gaffney	PROPN
spir-11045	64	2	,	,	PUNCT
spir-11045	64	3	d.	d.	PROPN
spir-11045	64	4	,	,	PUNCT
spir-11045	64	5	&	&	CCONJ
spir-11045	64	6	puschmann	puschmann	PROPN
spir-11045	64	7	,	,	PUNCT
spir-11045	64	8	c.	c.	PROPN
spir-11045	64	9	(	(	PUNCT
spir-11045	64	10	2014	2014	NUM
spir-11045	64	11	)	)	PUNCT
spir-11045	64	12	.	.	PUNCT
spir-11045	65	1	data	datum	NOUN
spir-11045	65	2	collection	collection	NOUN
spir-11045	65	3	on	on	ADP
spir-11045	65	4	twitter	twitter	NOUN
spir-11045	65	5	.	.	PUNCT
spir-11045	66	1	in	in	ADP
spir-11045	66	2	weller	weller	PROPN
spir-11045	66	3	,	,	PUNCT
spir-11045	66	4	k.	k.	PROPN
spir-11045	66	5	,	,	PUNCT
spir-11045	66	6	bruns	brun	NOUN
spir-11045	66	7	,	,	PUNCT
spir-11045	66	8	a.	a.	NOUN
spir-11045	66	9	,	,	PUNCT
spir-11045	66	10	burgess	burgess	PROPN
spir-11045	66	11	,	,	PUNCT
spir-11045	66	12	j.	j.	PROPN
spir-11045	66	13	,	,	PUNCT
spir-11045	66	14	mahrt	mahrt	PROPN
spir-11045	66	15	,	,	PUNCT
spir-11045	66	16	m.	m.	NOUN
spir-11045	66	17	,	,	PUNCT
spir-11045	66	18	&	&	CCONJ
spir-11045	66	19	puschmann	puschmann	PROPN
spir-11045	66	20	,	,	PUNCT
spir-11045	66	21	c.	c.	PROPN
spir-11045	66	22	,	,	PUNCT
spir-11045	66	23	eds	eds	PROPN
spir-11045	66	24	.	.	PROPN
spir-11045	66	25	twitter	twitter	NOUN
spir-11045	66	26	and	and	CCONJ
spir-11045	66	27	society	society	NOUN
spir-11045	66	28	.	.	PUNCT
spir-11045	67	1	55	55	NUM
spir-11045	67	2	-	-	SYM
spir-11045	67	3	67	67	NUM
spir-11045	67	4	.	.	PUNCT
spir-11045	68	1	peter	peter	PROPN
spir-11045	68	2	lang	lang	PROPN
spir-11045	68	3	,	,	PUNCT
spir-11045	68	4	new	new	PROPN
spir-11045	68	5	york	york	PROPN
spir-11045	68	6	.	.	PUNCT
spir-11045	68	7	statista	statista	PROPN
spir-11045	68	8	.	.	PUNCT
spir-11045	69	1	(	(	PUNCT
spir-11045	69	2	2019	2019	NUM
spir-11045	69	3	)	)	PUNCT
spir-11045	69	4	.	.	PUNCT
spir-11045	70	1	most	most	ADV
spir-11045	70	2	popular	popular	ADJ
spir-11045	70	3	social	social	ADJ
spir-11045	70	4	networks	network	NOUN
spir-11045	70	5	worldwide	worldwide	ADV
spir-11045	70	6	as	as	ADP
spir-11045	70	7	of	of	ADP
spir-11045	70	8	january	january	PROPN
spir-11045	70	9	2019	2019	NUM
spir-11045	70	10	,	,	PUNCT
spir-11045	70	11	ranked	rank	VERB
spir-11045	70	12	by	by	ADP
spir-11045	70	13	number	number	NOUN
spir-11045	70	14	of	of	ADP
spir-11045	70	15	active	active	ADJ
spir-11045	70	16	users	user	NOUN
spir-11045	70	17	(	(	PUNCT
spir-11045	70	18	in	in	ADP
spir-11045	70	19	millions	million	NOUN
spir-11045	70	20	)	)	PUNCT
spir-11045	70	21	.	.	PUNCT
spir-11045	70	22	retrieved	retrieve	VERB
spir-11045	70	23	28	28	NUM
spir-11045	70	24	february	february	PROPN
spir-11045	70	25	2019	2019	NUM
spir-11045	70	26	,	,	PUNCT
spir-11045	70	27	from	from	ADP
spir-11045	70	28	https://www.statista.com/statistics/272014/global-social-networks-ranked-by-number-ofusers/	https://www.statista.com/statistics/272014/global-social-networks-ranked-by-number-ofusers/	PRON