id	sid	tid	token	lemma	pos
epaa-3037	1	1	towards	towards	ADP
epaa-3037	1	2	an	an	DET
epaa-3037	1	3	objective	objective	ADJ
epaa-3037	1	4	evaluation	evaluation	NOUN
epaa-3037	1	5	of	of	ADP
epaa-3037	1	6	teacher	teacher	NOUN
epaa-3037	1	7	performance	performance	NOUN
epaa-3037	1	8	journal	journal	NOUN
epaa-3037	1	9	website	website	NOUN
epaa-3037	1	10	:	:	PUNCT
epaa-3037	1	11	http://epaa.asu.edu/ojs/	http://epaa.asu.edu/ojs/	PROPN
epaa-3037	1	12	manuscript	manuscript	NOUN
epaa-3037	1	13	received	receive	VERB
epaa-3037	1	14	:	:	PUNCT
epaa-3037	1	15	5/5/2017	5/5/2017	NUM
epaa-3037	1	16	facebook	facebook	NOUN
epaa-3037	1	17	:	:	PUNCT
epaa-3037	1	18	/epaaa	/epaaa	PUNCT
epaa-3037	1	19	revisions	revision	NOUN
epaa-3037	1	20	received	receive	VERB
epaa-3037	1	21	:	:	PUNCT
epaa-3037	1	22	20/6/2017	20/6/2017	NUM
epaa-3037	1	23	twitter	twitter	NOUN
epaa-3037	1	24	:	:	PUNCT
epaa-3037	1	25	@epaa_aape	@epaa_aape	NOUN
epaa-3037	1	26	accepted	accept	VERB
epaa-3037	1	27	:	:	PUNCT
epaa-3037	1	28	5/7/2017	5/7/2017	NUM
epaa-3037	1	29	education	education	NOUN
epaa-3037	1	30	policy	policy	NOUN
epaa-3037	1	31	analysis	analysis	NOUN
epaa-3037	1	32	archives	archive	NOUN
epaa-3037	1	33	a	a	DET
epaa-3037	1	34	peer	peer	NOUN
epaa-3037	1	35	-	-	PUNCT
epaa-3037	1	36	reviewed	review	VERB
epaa-3037	1	37	,	,	PUNCT
epaa-3037	1	38	independent	independent	ADJ
epaa-3037	1	39	,	,	PUNCT
epaa-3037	1	40	open	open	ADJ
epaa-3037	1	41	access	access	NOUN
epaa-3037	1	42	,	,	PUNCT
epaa-3037	1	43	multilingual	multilingual	ADJ
epaa-3037	1	44	journal	journal	NOUN
epaa-3037	1	45	arizona	arizona	PROPN
epaa-3037	1	46	state	state	PROPN
epaa-3037	1	47	university	university	PROPN
epaa-3037	1	48	volume	volume	NOUN
epaa-3037	1	49	25	25	NUM
epaa-3037	1	50	number	number	NOUN
epaa-3037	1	51	94	94	NUM
epaa-3037	1	52	august	august	PROPN
epaa-3037	1	53	28	28	NUM
epaa-3037	1	54	,	,	PUNCT
epaa-3037	1	55	2017	2017	NUM
epaa-3037	1	56	issn	issn	PROPN
epaa-3037	1	57	1068	1068	NUM
epaa-3037	1	58	-	-	SYM
epaa-3037	1	59	2341	2341	NUM
epaa-3037	1	60	education	education	NOUN
epaa-3037	1	61	policy	policy	NOUN
epaa-3037	1	62	research	research	NOUN
epaa-3037	1	63	in	in	ADP
epaa-3037	1	64	the	the	DET
epaa-3037	1	65	big	big	ADJ
epaa-3037	1	66	data	data	PROPN
epaa-3037	1	67	era	era	NOUN
epaa-3037	1	68	:	:	PUNCT
epaa-3037	1	69	methodological	methodological	ADJ
epaa-3037	1	70	frontiers	frontier	NOUN
epaa-3037	1	71	,	,	PUNCT
epaa-3037	1	72	misconceptions	misconception	NOUN
epaa-3037	1	73	,	,	PUNCT
epaa-3037	1	74	and	and	CCONJ
epaa-3037	1	75	challenges	challenge	NOUN
epaa-3037	1	76	yinying	yinye	VERB
epaa-3037	1	77	wang	wang	PROPN
epaa-3037	1	78	georgia	georgia	PROPN
epaa-3037	1	79	state	state	PROPN
epaa-3037	1	80	university	university	PROPN
epaa-3037	1	81	united	united	PROPN
epaa-3037	1	82	states	states	PROPN
epaa-3037	1	83	citation	citation	NOUN
epaa-3037	1	84	:	:	PUNCT
epaa-3037	1	85	wang	wang	PROPN
epaa-3037	1	86	,	,	PUNCT
epaa-3037	1	87	y.	y.	PROPN
epaa-3037	1	88	(	(	PUNCT
epaa-3037	1	89	2017	2017	NUM
epaa-3037	1	90	)	)	PUNCT
epaa-3037	1	91	.	.	PUNCT
epaa-3037	2	1	education	education	NOUN
epaa-3037	2	2	policy	policy	NOUN
epaa-3037	2	3	research	research	NOUN
epaa-3037	2	4	in	in	ADP
epaa-3037	2	5	the	the	DET
epaa-3037	2	6	big	big	ADJ
epaa-3037	2	7	data	data	PROPN
epaa-3037	2	8	era	era	NOUN
epaa-3037	2	9	:	:	PUNCT
epaa-3037	2	10	methodological	methodological	ADJ
epaa-3037	2	11	frontiers	frontier	NOUN
epaa-3037	2	12	,	,	PUNCT
epaa-3037	2	13	misconceptions	misconception	NOUN
epaa-3037	2	14	,	,	PUNCT
epaa-3037	2	15	and	and	CCONJ
epaa-3037	2	16	challenges	challenge	NOUN
epaa-3037	2	17	.	.	PUNCT
epaa-3037	3	1	education	education	NOUN
epaa-3037	3	2	policy	policy	NOUN
epaa-3037	3	3	analysis	analysis	NOUN
epaa-3037	3	4	archives	archive	NOUN
epaa-3037	3	5	,	,	PUNCT
epaa-3037	3	6	25(94	25(94	NUM
epaa-3037	3	7	)	)	PUNCT
epaa-3037	3	8	.	.	PUNCT
epaa-3037	4	1	http://dx.doi.org/10.14507/epaa.25.3037	http://dx.doi.org/10.14507/epaa.25.3037	PROPN
epaa-3037	4	2	abstract	abstract	NOUN
epaa-3037	4	3	:	:	PUNCT
epaa-3037	4	4	despite	despite	SCONJ
epaa-3037	4	5	abundant	abundant	ADJ
epaa-3037	4	6	data	datum	NOUN
epaa-3037	4	7	and	and	CCONJ
epaa-3037	4	8	increasing	increase	VERB
epaa-3037	4	9	data	datum	NOUN
epaa-3037	4	10	availability	availability	NOUN
epaa-3037	4	11	brought	bring	VERB
epaa-3037	4	12	by	by	ADP
epaa-3037	4	13	technological	technological	ADJ
epaa-3037	4	14	advances	advance	NOUN
epaa-3037	4	15	,	,	PUNCT
epaa-3037	4	16	there	there	PRON
epaa-3037	4	17	has	have	AUX
epaa-3037	4	18	been	be	AUX
epaa-3037	4	19	very	very	ADV
epaa-3037	4	20	limited	limited	ADJ
epaa-3037	4	21	education	education	NOUN
epaa-3037	4	22	policy	policy	NOUN
epaa-3037	4	23	studies	study	NOUN
epaa-3037	4	24	that	that	PRON
epaa-3037	4	25	have	have	AUX
epaa-3037	4	26	capitalized	capitalize	VERB
epaa-3037	4	27	on	on	ADP
epaa-3037	4	28	big	big	ADJ
epaa-3037	4	29	data	datum	NOUN
epaa-3037	4	30	—	—	PUNCT
epaa-3037	4	31	characterized	characterize	VERB
epaa-3037	4	32	by	by	ADP
epaa-3037	4	33	large	large	ADJ
epaa-3037	4	34	volume	volume	NOUN
epaa-3037	4	35	,	,	PUNCT
epaa-3037	4	36	wide	wide	ADJ
epaa-3037	4	37	variety	variety	NOUN
epaa-3037	4	38	,	,	PUNCT
epaa-3037	4	39	and	and	CCONJ
epaa-3037	4	40	high	high	ADJ
epaa-3037	4	41	velocity	velocity	NOUN
epaa-3037	4	42	.	.	PUNCT
epaa-3037	5	1	drawing	draw	VERB
epaa-3037	5	2	on	on	ADP
epaa-3037	5	3	the	the	DET
epaa-3037	5	4	recent	recent	ADJ
epaa-3037	5	5	progress	progress	NOUN
epaa-3037	5	6	of	of	ADP
epaa-3037	5	7	using	use	VERB
epaa-3037	5	8	big	big	ADJ
epaa-3037	5	9	data	datum	NOUN
epaa-3037	5	10	in	in	ADP
epaa-3037	5	11	public	public	ADJ
epaa-3037	5	12	policy	policy	NOUN
epaa-3037	5	13	and	and	CCONJ
epaa-3037	5	14	computational	computational	ADJ
epaa-3037	5	15	social	social	ADJ
epaa-3037	5	16	science	science	NOUN
epaa-3037	5	17	research	research	NOUN
epaa-3037	5	18	,	,	PUNCT
epaa-3037	5	19	this	this	DET
epaa-3037	5	20	commentary	commentary	NOUN
epaa-3037	5	21	discusses	discuss	VERB
epaa-3037	5	22	how	how	SCONJ
epaa-3037	5	23	to	to	PART
epaa-3037	5	24	approach	approach	VERB
epaa-3037	5	25	big	big	ADJ
epaa-3037	5	26	data	datum	NOUN
epaa-3037	5	27	and	and	CCONJ
epaa-3037	5	28	how	how	SCONJ
epaa-3037	5	29	big	big	ADJ
epaa-3037	5	30	data	datum	NOUN
epaa-3037	5	31	can	can	AUX
epaa-3037	5	32	be	be	AUX
epaa-3037	5	33	used	use	VERB
epaa-3037	5	34	in	in	ADP
epaa-3037	5	35	education	education	NOUN
epaa-3037	5	36	policy	policy	NOUN
epaa-3037	5	37	research	research	NOUN
epaa-3037	5	38	.	.	PUNCT
epaa-3037	6	1	first	first	ADV
epaa-3037	6	2	,	,	PUNCT
epaa-3037	6	3	i	i	PRON
epaa-3037	6	4	introduce	introduce	VERB
epaa-3037	6	5	big	big	ADJ
epaa-3037	6	6	data	datum	NOUN
epaa-3037	6	7	that	that	PRON
epaa-3037	6	8	is	be	AUX
epaa-3037	6	9	potentially	potentially	ADV
epaa-3037	6	10	relevant	relevant	ADJ
epaa-3037	6	11	to	to	ADP
epaa-3037	6	12	education	education	NOUN
epaa-3037	6	13	policy	policy	NOUN
epaa-3037	6	14	research	research	NOUN
epaa-3037	6	15	.	.	PUNCT
epaa-3037	7	1	i	i	PRON
epaa-3037	7	2	then	then	ADV
epaa-3037	7	3	present	present	VERB
epaa-3037	7	4	methodological	methodological	ADJ
epaa-3037	7	5	frontiers	frontier	NOUN
epaa-3037	7	6	by	by	ADP
epaa-3037	7	7	examining	examine	VERB
epaa-3037	7	8	the	the	DET
epaa-3037	7	9	assumptions	assumption	NOUN
epaa-3037	7	10	,	,	PUNCT
epaa-3037	7	11	key	key	ADJ
epaa-3037	7	12	concepts	concept	NOUN
epaa-3037	7	13	,	,	PUNCT
epaa-3037	7	14	merits	merit	NOUN
epaa-3037	7	15	,	,	PUNCT
epaa-3037	7	16	and	and	CCONJ
epaa-3037	7	17	caveats	caveat	NOUN
epaa-3037	7	18	of	of	ADP
epaa-3037	7	19	three	three	NUM
epaa-3037	7	20	commonly	commonly	ADV
epaa-3037	7	21	used	use	VERB
epaa-3037	7	22	analytical	analytical	ADJ
epaa-3037	7	23	approaches	approach	NOUN
epaa-3037	7	24	to	to	ADP
epaa-3037	7	25	mining	mine	VERB
epaa-3037	7	26	massive	massive	ADJ
epaa-3037	7	27	amounts	amount	NOUN
epaa-3037	7	28	of	of	ADP
epaa-3037	7	29	text	text	NOUN
epaa-3037	7	30	data	datum	NOUN
epaa-3037	7	31	:	:	PUNCT
epaa-3037	7	32	topic	topic	NOUN
epaa-3037	7	33	models	model	NOUN
epaa-3037	7	34	,	,	PUNCT
epaa-3037	7	35	network	network	NOUN
epaa-3037	7	36	text	text	NOUN
epaa-3037	7	37	analysis	analysis	NOUN
epaa-3037	7	38	,	,	PUNCT
epaa-3037	7	39	and	and	CCONJ
epaa-3037	7	40	sentiment	sentiment	NOUN
epaa-3037	7	41	analysis	analysis	NOUN
epaa-3037	7	42	.	.	PUNCT
epaa-3037	8	1	next	next	ADV
epaa-3037	8	2	,	,	PUNCT
epaa-3037	8	3	to	to	PART
epaa-3037	8	4	ensure	ensure	VERB
epaa-3037	8	5	the	the	DET
epaa-3037	8	6	veracity	veracity	NOUN
epaa-3037	8	7	of	of	ADP
epaa-3037	8	8	using	use	VERB
epaa-3037	8	9	big	big	ADJ
epaa-3037	8	10	data	datum	NOUN
epaa-3037	8	11	in	in	ADP
epaa-3037	8	12	education	education	NOUN
epaa-3037	8	13	policy	policy	NOUN
epaa-3037	8	14	research	research	NOUN
epaa-3037	8	15	,	,	PUNCT
epaa-3037	8	16	i	i	PRON
epaa-3037	8	17	debunk	debunk	VERB
epaa-3037	8	18	three	three	NUM
epaa-3037	8	19	methodological	methodological	ADJ
epaa-3037	8	20	misconceptions	misconception	NOUN
epaa-3037	8	21	.	.	PUNCT
epaa-3037	9	1	this	this	DET
epaa-3037	9	2	commentary	commentary	NOUN
epaa-3037	9	3	concludes	conclude	VERB
epaa-3037	9	4	with	with	ADP
epaa-3037	9	5	a	a	DET
epaa-3037	9	6	discussion	discussion	NOUN
epaa-3037	9	7	on	on	ADP
epaa-3037	9	8	developing	develop	VERB
epaa-3037	9	9	interdisciplinary	interdisciplinary	ADJ
epaa-3037	9	10	research	research	NOUN
epaa-3037	9	11	capacity	capacity	NOUN
epaa-3037	9	12	and	and	CCONJ
epaa-3037	9	13	addressing	address	VERB
epaa-3037	9	14	the	the	DET
epaa-3037	9	15	privacy	privacy	NOUN
epaa-3037	9	16	concerns	concern	NOUN
epaa-3037	9	17	and	and	CCONJ
epaa-3037	9	18	ethical	ethical	ADJ
epaa-3037	9	19	conundrums	conundrum	NOUN
epaa-3037	9	20	as	as	SCONJ
epaa-3037	9	21	we	we	PRON
epaa-3037	9	22	explore	explore	VERB
epaa-3037	9	23	a	a	DET
epaa-3037	9	24	research	research	NOUN
epaa-3037	9	25	agenda	agenda	NOUN
epaa-3037	9	26	of	of	ADP
epaa-3037	9	27	using	use	VERB
epaa-3037	9	28	big	big	ADJ
epaa-3037	9	29	data	datum	NOUN
epaa-3037	9	30	in	in	ADP
epaa-3037	9	31	education	education	NOUN
epaa-3037	9	32	policy	policy	NOUN
epaa-3037	9	33	.	.	PUNCT
epaa-3037	10	1	keywords	keyword	NOUN
epaa-3037	10	2	:	:	PUNCT
epaa-3037	10	3	big	big	ADJ
epaa-3037	10	4	data	datum	NOUN
epaa-3037	10	5	;	;	PUNCT
epaa-3037	10	6	education	education	NOUN
epaa-3037	10	7	policy	policy	NOUN
epaa-3037	10	8	;	;	PUNCT
epaa-3037	10	9	network	network	NOUN
epaa-3037	10	10	text	text	NOUN
epaa-3037	10	11	analysis	analysis	NOUN
epaa-3037	10	12	;	;	PUNCT
epaa-3037	10	13	sentiment	sentiment	NOUN
epaa-3037	10	14	analysis	analysis	NOUN
epaa-3037	10	15	;	;	PUNCT
epaa-3037	10	16	text	text	NOUN
epaa-3037	10	17	mining	mining	NOUN
epaa-3037	10	18	;	;	PUNCT
epaa-3037	10	19	topic	topic	NOUN
epaa-3037	10	20	models	model	NOUN
epaa-3037	10	21	http://epaa.asu.edu/ojs/	http://epaa.asu.edu/ojs/	PROPN
epaa-3037	10	22	http://dx.doi.org/10.14507/epaa.25.3037	http://dx.doi.org/10.14507/epaa.25.3037	PROPN
epaa-3037	10	23	education	education	NOUN
epaa-3037	10	24	policy	policy	NOUN
epaa-3037	10	25	analysis	analysis	NOUN
epaa-3037	10	26	archives	archive	NOUN
epaa-3037	10	27	vol	vol	NOUN
epaa-3037	10	28	.	.	PUNCT
epaa-3037	11	1	25	25	NUM
epaa-3037	11	2	no	no	NOUN
epaa-3037	11	3	.	.	NOUN
epaa-3037	11	4	94	94	NUM
epaa-3037	11	5	2	2	NUM
epaa-3037	11	6	investigación	investigación	PROPN
epaa-3037	11	7	de	de	PROPN
epaa-3037	11	8	política	política	PROPN
epaa-3037	11	9	educativa	educativa	PROPN
epaa-3037	11	10	en	en	X
epaa-3037	11	11	la	la	PROPN
epaa-3037	11	12	era	era	PROPN
epaa-3037	11	13	de	de	X
epaa-3037	11	14	los	los	PROPN
epaa-3037	11	15	grandes	grandes	PROPN
epaa-3037	11	16	datos	datos	X
epaa-3037	11	17	:	:	PUNCT
epaa-3037	11	18	fronteras	fronteras	PROPN
epaa-3037	11	19	metodológicas	metodológicas	PROPN
epaa-3037	11	20	,	,	PUNCT
epaa-3037	11	21	equívocos	equívoco	NOUN
epaa-3037	11	22	,	,	PUNCT
epaa-3037	11	23	y	y	PROPN
epaa-3037	11	24	desafíos	desafíos	PROPN
epaa-3037	11	25	resumen	resuman	NOUN
epaa-3037	11	26	:	:	PUNCT
epaa-3037	11	27	a	a	DET
epaa-3037	11	28	pesar	pesar	PROPN
epaa-3037	11	29	de	de	X
epaa-3037	11	30	la	la	X
epaa-3037	11	31	abundancia	abundancia	PROPN
epaa-3037	11	32	de	de	X
epaa-3037	11	33	datos	datos	PROPN
epaa-3037	11	34	y	y	PROPN
epaa-3037	11	35	del	del	PROPN
epaa-3037	11	36	aumento	aumento	PROPN
epaa-3037	11	37	de	de	X
epaa-3037	11	38	la	la	X
epaa-3037	11	39	disponibilidad	disponibilidad	X
epaa-3037	11	40	de	de	X
epaa-3037	11	41	datos	datos	X
epaa-3037	11	42	traídos	traído	VERB
epaa-3037	11	43	por	por	PROPN
epaa-3037	11	44	los	los	PROPN
epaa-3037	11	45	avances	avances	PROPN
epaa-3037	11	46	tecnológicos	tecnológicos	PROPN
epaa-3037	11	47	,	,	PUNCT
epaa-3037	11	48	hubo	hubo	PROPN
epaa-3037	11	49	estudios	estudios	PROPN
epaa-3037	11	50	de	de	PROPN
epaa-3037	11	51	políticas	políticas	PROPN
epaa-3037	11	52	educativas	educativas	PROPN
epaa-3037	11	53	muy	muy	PROPN
epaa-3037	11	54	limitadas	limitadas	PROPN
epaa-3037	11	55	que	que	PROPN
epaa-3037	11	56	usaron	usaron	PROPN
epaa-3037	11	57	datos	datos	PROPN
epaa-3037	11	58	importantes	importante	NOUN
epaa-3037	11	59	,	,	PUNCT
epaa-3037	11	60	caracterizados	caracterizado	NOUN
epaa-3037	11	61	por	por	PROPN
epaa-3037	11	62	gran	gran	PROPN
epaa-3037	11	63	volumen	volumen	PROPN
epaa-3037	11	64	,	,	PUNCT
epaa-3037	11	65	gran	gran	PROPN
epaa-3037	11	66	variedad	variedad	PROPN
epaa-3037	11	67	y	y	PROPN
epaa-3037	11	68	alta	alta	PROPN
epaa-3037	11	69	velocidad	velocidad	PROPN
epaa-3037	11	70	.	.	PUNCT
epaa-3037	12	1	en	en	PROPN
epaa-3037	12	2	base	base	PROPN
epaa-3037	12	3	al	al	PROPN
epaa-3037	12	4	reciente	reciente	PROPN
epaa-3037	12	5	progreso	progreso	PROPN
epaa-3037	12	6	del	del	PROPN
epaa-3037	12	7	uso	uso	PROPN
epaa-3037	12	8	de	de	PROPN
epaa-3037	12	9	grandes	grandes	X
epaa-3037	12	10	datos	datos	X
epaa-3037	12	11	en	en	PROPN
epaa-3037	12	12	investigaciones	investigaciones	PROPN
epaa-3037	12	13	de	de	X
epaa-3037	12	14	políticas	políticas	PROPN
epaa-3037	12	15	públicas	públicas	PROPN
epaa-3037	12	16	y	y	PROPN
epaa-3037	12	17	de	de	PROPN
epaa-3037	12	18	ciencia	ciencia	PROPN
epaa-3037	12	19	social	social	PROPN
epaa-3037	12	20	computacional	computacional	PROPN
epaa-3037	12	21	,	,	PUNCT
epaa-3037	12	22	este	este	ADJ
epaa-3037	12	23	trabajo	trabajo	PROPN
epaa-3037	12	24	pretende	pretende	PROPN
epaa-3037	12	25	demostrar	demostrar	PROPN
epaa-3037	12	26	el	el	PROPN
epaa-3037	12	27	potencial	potencial	PROPN
epaa-3037	12	28	de	de	X
epaa-3037	12	29	datos	datos	X
epaa-3037	12	30	importantes	importante	NOUN
epaa-3037	12	31	y	y	PROPN
epaa-3037	12	32	la	la	PROPN
epaa-3037	12	33	gran	gran	PROPN
epaa-3037	12	34	cantidad	cantidad	PROPN
epaa-3037	12	35	de	de	X
epaa-3037	12	36	datos	datos	X
epaa-3037	12	37	que	que	PROPN
epaa-3037	12	38	pueden	pueden	PROPN
epaa-3037	12	39	ser	ser	PROPN
epaa-3037	12	40	utilizados	utilizado	VERB
epaa-3037	12	41	en	en	ADP
epaa-3037	12	42	la	la	PROPN
epaa-3037	12	43	investigación	investigación	PROPN
epaa-3037	12	44	de	de	PROPN
epaa-3037	12	45	políticas	políticas	PROPN
epaa-3037	12	46	educativas	educativas	PROPN
epaa-3037	12	47	.	.	PROPN
epaa-3037	13	1	en	en	PROPN
epaa-3037	13	2	primer	primer	PROPN
epaa-3037	13	3	lugar	lugar	PROPN
epaa-3037	13	4	,	,	PUNCT
epaa-3037	13	5	introduzca	introduzca	PROPN
epaa-3037	13	6	datos	datos	PROPN
epaa-3037	13	7	importantes	importantes	PROPN
epaa-3037	13	8	que	que	PROPN
epaa-3037	13	9	son	son	PROPN
epaa-3037	13	10	potencialmente	potencialmente	PROPN
epaa-3037	13	11	relevantes	relevante	VERB
epaa-3037	13	12	para	para	PROPN
epaa-3037	13	13	la	la	PROPN
epaa-3037	13	14	investigación	investigación	PROPN
epaa-3037	13	15	de	de	PROPN
epaa-3037	13	16	políticas	políticas	PROPN
epaa-3037	13	17	educativas	educativas	PROPN
epaa-3037	13	18	.	.	PROPN
epaa-3037	13	19	puedo	puedo	PROPN
epaa-3037	13	20	,	,	PUNCT
epaa-3037	13	21	entonces	entonce	NOUN
epaa-3037	13	22	,	,	PUNCT
epaa-3037	13	23	presentar	presentar	PROPN
epaa-3037	13	24	fronteras	fronteras	X
epaa-3037	13	25	metodológicas	metodológicas	PROPN
epaa-3037	13	26	,	,	PUNCT
epaa-3037	13	27	examinando	examinando	PROPN
epaa-3037	13	28	los	los	PROPN
epaa-3037	13	29	supuestos	supuestos	PROPN
epaa-3037	13	30	conceptos	conceptos	PROPN
epaa-3037	13	31	clave	clave	NOUN
epaa-3037	13	32	,	,	PUNCT
epaa-3037	13	33	méritos	méritos	NOUN
epaa-3037	13	34	y	y	PROPN
epaa-3037	13	35	salvedades	salvedades	PROPN
epaa-3037	13	36	de	de	X
epaa-3037	13	37	tres	tres	X
epaa-3037	13	38	enfoques	enfoque	NOUN
epaa-3037	13	39	analíticos	analíticos	ADJ
epaa-3037	13	40	comúnmente	comúnmente	PROPN
epaa-3037	13	41	usados	usados	PROPN
epaa-3037	13	42	en	en	PROPN
epaa-3037	13	43	la	la	PROPN
epaa-3037	13	44	minería	minería	PROPN
epaa-3037	13	45	de	de	PROPN
epaa-3037	13	46	grandes	grandes	PROPN
epaa-3037	13	47	cantidades	cantidades	PROPN
epaa-3037	13	48	de	de	X
epaa-3037	13	49	datos	datos	X
epaa-3037	13	50	de	de	PROPN
epaa-3037	13	51	texto	texto	PROPN
epaa-3037	13	52	:	:	PUNCT
epaa-3037	13	53	modelos	modelos	PROPN
epaa-3037	13	54	de	de	PROPN
epaa-3037	13	55	tópicos	tópicos	PROPN
epaa-3037	13	56	,	,	PUNCT
epaa-3037	13	57	análisis	análisis	PROPN
epaa-3037	13	58	de	de	PROPN
epaa-3037	13	59	conexiones	conexiones	PROPN
epaa-3037	13	60	textuales	textuale	NOUN
epaa-3037	13	61	y	y	PROPN
epaa-3037	13	62	análisis	análisis	PROPN
epaa-3037	13	63	de	de	PROPN
epaa-3037	13	64	sentimientos	sentimientos	PROPN
epaa-3037	13	65	.	.	PUNCT
epaa-3037	14	1	a	a	DET
epaa-3037	14	2	continuación	continuación	PROPN
epaa-3037	14	3	,	,	PUNCT
epaa-3037	14	4	para	para	PROPN
epaa-3037	14	5	garantizar	garantizar	PROPN
epaa-3037	14	6	la	la	PROPN
epaa-3037	14	7	veracidad	veracidad	PROPN
epaa-3037	14	8	del	del	PROPN
epaa-3037	14	9	uso	uso	PROPN
epaa-3037	14	10	de	de	PROPN
epaa-3037	14	11	grandes	grandes	X
epaa-3037	14	12	datos	datos	X
epaa-3037	14	13	en	en	X
epaa-3037	14	14	la	la	PROPN
epaa-3037	14	15	investigación	investigación	PROPN
epaa-3037	14	16	sobre	sobre	PROPN
epaa-3037	14	17	políticas	políticas	PROPN
epaa-3037	14	18	educativas	educativas	PROPN
epaa-3037	14	19	,	,	PUNCT
epaa-3037	14	20	desenmascaramos	desenmascaramos	PROPN
epaa-3037	14	21	tres	tres	X
epaa-3037	14	22	equívocos	equívocos	PROPN
epaa-3037	14	23	metodológicos	metodológico	NOUN
epaa-3037	14	24	.	.	PUNCT
epaa-3037	15	1	este	este	PROPN
epaa-3037	15	2	artículo	artículo	X
epaa-3037	15	3	concluye	concluye	PROPN
epaa-3037	15	4	con	con	PROPN
epaa-3037	15	5	una	una	PROPN
epaa-3037	15	6	discusión	discusión	PROPN
epaa-3037	15	7	sobre	sobre	PROPN
epaa-3037	15	8	el	el	PROPN
epaa-3037	15	9	desarrollo	desarrollo	PROPN
epaa-3037	15	10	de	de	PROPN
epaa-3037	15	11	la	la	PROPN
epaa-3037	15	12	capacidad	capacidad	PROPN
epaa-3037	15	13	de	de	PROPN
epaa-3037	15	14	investigación	investigación	PROPN
epaa-3037	15	15	interdisciplinaria	interdisciplinaria	PROPN
epaa-3037	15	16	abordando	abordando	PROPN
epaa-3037	15	17	las	las	PROPN
epaa-3037	15	18	preocupaciones	preocupaciones	PROPN
epaa-3037	15	19	de	de	PROPN
epaa-3037	15	20	privacidad	privacidad	PROPN
epaa-3037	15	21	y	y	PROPN
epaa-3037	15	22	los	los	PROPN
epaa-3037	15	23	enigmas	enigmas	PROPN
epaa-3037	15	24	éticos	éticos	PROPN
epaa-3037	15	25	a	a	DET
epaa-3037	15	26	medida	medida	PROPN
epaa-3037	15	27	que	que	PROPN
epaa-3037	15	28	exploramos	exploramos	PROPN
epaa-3037	15	29	una	una	PROPN
epaa-3037	15	30	agenda	agenda	PROPN
epaa-3037	15	31	de	de	PROPN
epaa-3037	15	32	investigación	investigación	PROPN
epaa-3037	15	33	de	de	X
epaa-3037	15	34	uso	uso	PROPN
epaa-3037	15	35	de	de	PROPN
epaa-3037	15	36	datos	datos	X
epaa-3037	15	37	importantes	importante	NOUN
epaa-3037	15	38	en	en	ADP
epaa-3037	15	39	la	la	PROPN
epaa-3037	15	40	política	política	PROPN
epaa-3037	15	41	educativa	educativa	PROPN
epaa-3037	15	42	.	.	PUNCT
epaa-3037	16	1	palabras	palabra	NOUN
epaa-3037	16	2	-	-	NOUN
epaa-3037	16	3	clave	clave	NOUN
epaa-3037	16	4	:	:	PUNCT
epaa-3037	16	5	datos	datos	PROPN
epaa-3037	16	6	grandes	grandes	X
epaa-3037	16	7	;	;	PUNCT
epaa-3037	16	8	política	política	PROPN
epaa-3037	16	9	educativa	educativa	PROPN
epaa-3037	16	10	;	;	PUNCT
epaa-3037	16	11	análisis	análisis	PROPN
epaa-3037	16	12	de	de	PROPN
epaa-3037	16	13	conexiones	conexiones	PROPN
epaa-3037	16	14	textuales	textuale	NOUN
epaa-3037	16	15	;	;	PUNCT
epaa-3037	16	16	análisis	análisis	PROPN
epaa-3037	16	17	de	de	PROPN
epaa-3037	16	18	sentimientos	sentimientos	PROPN
epaa-3037	16	19	;	;	PUNCT
epaa-3037	16	20	minería	minería	PROPN
epaa-3037	16	21	de	de	X
epaa-3037	16	22	textos	textos	X
epaa-3037	16	23	;	;	PUNCT
epaa-3037	16	24	modelos	modelos	PROPN
epaa-3037	16	25	de	de	X
epaa-3037	16	26	temas	temas	PROPN
epaa-3037	16	27	pesquisa	pesquisa	PROPN
epaa-3037	16	28	de	de	PROPN
epaa-3037	16	29	política	política	PROPN
epaa-3037	16	30	educacional	educacional	PROPN
epaa-3037	16	31	na	na	AUX
epaa-3037	16	32	era	era	NOUN
epaa-3037	16	33	dos	dos	NOUN
epaa-3037	16	34	grandes	grande	NOUN
epaa-3037	16	35	dados	dado	NOUN
epaa-3037	16	36	:	:	PUNCT
epaa-3037	16	37	fronteiras	fronteiras	NOUN
epaa-3037	16	38	metodológicas	metodológicas	PROPN
epaa-3037	16	39	,	,	PUNCT
epaa-3037	16	40	equívocos	equívoco	NOUN
epaa-3037	16	41	,	,	PUNCT
epaa-3037	16	42	e	e	X
epaa-3037	16	43	desafios	desafios	VERB
epaa-3037	16	44	resumo	resumo	ADJ
epaa-3037	16	45	:	:	PUNCT
epaa-3037	16	46	apesar	apesar	PROPN
epaa-3037	16	47	da	da	PROPN
epaa-3037	16	48	abundância	abundância	PROPN
epaa-3037	16	49	de	de	X
epaa-3037	16	50	dados	dados	X
epaa-3037	16	51	e	e	X
epaa-3037	16	52	do	do	AUX
epaa-3037	16	53	aumento	aumento	X
epaa-3037	16	54	da	da	PROPN
epaa-3037	16	55	disponibilidade	disponibilidade	PROPN
epaa-3037	16	56	de	de	X
epaa-3037	16	57	dados	dados	PROPN
epaa-3037	16	58	trazidos	trazido	VERB
epaa-3037	16	59	pelos	pelos	X
epaa-3037	16	60	avanços	avanços	PROPN
epaa-3037	16	61	tecnológicos	tecnológicos	PROPN
epaa-3037	16	62	,	,	PUNCT
epaa-3037	16	63	houveram	houveram	PROPN
epaa-3037	16	64	estudos	estudos	PROPN
epaa-3037	16	65	de	de	PROPN
epaa-3037	16	66	políticas	políticas	PROPN
epaa-3037	16	67	educacionais	educacionais	PROPN
epaa-3037	16	68	muito	muito	PROPN
epaa-3037	16	69	limitados	limitados	PROPN
epaa-3037	16	70	que	que	PROPN
epaa-3037	16	71	usaram	usaram	PROPN
epaa-3037	16	72	dados	dado	NOUN
epaa-3037	16	73	importantes	importante	NOUN
epaa-3037	16	74	,	,	PUNCT
epaa-3037	16	75	caracterizados	caracterizado	NOUN
epaa-3037	16	76	por	por	NOUN
epaa-3037	16	77	grande	grande	PROPN
epaa-3037	16	78	volume	volume	NOUN
epaa-3037	16	79	,	,	PUNCT
epaa-3037	16	80	grande	grande	PROPN
epaa-3037	16	81	variedade	variedade	PROPN
epaa-3037	16	82	e	e	PROPN
epaa-3037	16	83	alta	alta	PROPN
epaa-3037	16	84	velocidade	velocidade	PROPN
epaa-3037	16	85	.	.	PROPN
epaa-3037	16	86	com	com	PROPN
epaa-3037	16	87	base	base	NOUN
epaa-3037	16	88	no	no	DET
epaa-3037	16	89	recente	recente	NOUN
epaa-3037	16	90	progresso	progresso	X
epaa-3037	16	91	do	do	AUX
epaa-3037	16	92	uso	uso	PROPN
epaa-3037	16	93	de	de	PROPN
epaa-3037	16	94	grandes	grandes	PROPN
epaa-3037	16	95	dados	dado	NOUN
epaa-3037	16	96	em	em	PRON
epaa-3037	16	97	pesquisas	pesquisa	VERB
epaa-3037	16	98	de	de	X
epaa-3037	16	99	políticas	políticas	PROPN
epaa-3037	16	100	públicas	públicas	PROPN
epaa-3037	16	101	e	e	PROPN
epaa-3037	16	102	de	de	X
epaa-3037	16	103	ciência	ciência	X
epaa-3037	16	104	social	social	PROPN
epaa-3037	16	105	computacional	computacional	NOUN
epaa-3037	16	106	,	,	PUNCT
epaa-3037	16	107	este	este	ADJ
epaa-3037	16	108	trabalho	trabalho	PROPN
epaa-3037	16	109	pretende	pretende	PROPN
epaa-3037	16	110	demonstrar	demonstrar	NOUN
epaa-3037	16	111	o	o	PROPN
epaa-3037	16	112	potencial	potencial	X
epaa-3037	16	113	de	de	X
epaa-3037	16	114	dados	dados	X
epaa-3037	16	115	importantes	importante	NOUN
epaa-3037	16	116	e	e	AUX
epaa-3037	16	117	a	a	DET
epaa-3037	16	118	grande	grande	PROPN
epaa-3037	16	119	quantidade	quantidade	PROPN
epaa-3037	16	120	de	de	PROPN
epaa-3037	16	121	dados	dados	PROPN
epaa-3037	16	122	que	que	PROPN
epaa-3037	16	123	podem	podem	PROPN
epaa-3037	16	124	ser	ser	PROPN
epaa-3037	16	125	utilizados	utilizado	VERB
epaa-3037	16	126	na	na	PROPN
epaa-3037	16	127	pesquisa	pesquisa	PROPN
epaa-3037	16	128	de	de	PROPN
epaa-3037	16	129	políticas	políticas	PROPN
epaa-3037	16	130	educacionais	educacionais	PROPN
epaa-3037	16	131	.	.	PUNCT
epaa-3037	17	1	primeiro	primeiro	PROPN
epaa-3037	17	2	,	,	PUNCT
epaa-3037	17	3	eu	eu	PROPN
epaa-3037	17	4	introduzo	introduzo	PROPN
epaa-3037	17	5	dados	dado	NOUN
epaa-3037	17	6	importantes	importante	NOUN
epaa-3037	17	7	que	que	PROPN
epaa-3037	17	8	são	são	PROPN
epaa-3037	17	9	potencialmente	potencialmente	PROPN
epaa-3037	17	10	relevantes	relevante	NOUN
epaa-3037	17	11	para	para	VERB
epaa-3037	17	12	a	a	DET
epaa-3037	17	13	pesquisa	pesquisa	NOUN
epaa-3037	17	14	de	de	X
epaa-3037	17	15	políticas	políticas	PROPN
epaa-3037	17	16	educacionais	educacionais	PROPN
epaa-3037	17	17	.	.	PUNCT
epaa-3037	18	1	posso	posso	PROPN
epaa-3037	18	2	,	,	PUNCT
epaa-3037	18	3	então	então	PROPN
epaa-3037	18	4	,	,	PUNCT
epaa-3037	18	5	apresentar	apresentar	PROPN
epaa-3037	18	6	fronteiras	fronteiras	PROPN
epaa-3037	18	7	metodológicas	metodológicas	PROPN
epaa-3037	18	8	,	,	PUNCT
epaa-3037	18	9	examinando	examinando	X
epaa-3037	18	10	os	os	NOUN
epaa-3037	18	11	pressupostos	pressupostos	NOUN
epaa-3037	18	12	conceitos	conceitos	PROPN
epaa-3037	18	13	-	-	PUNCT
epaa-3037	18	14	chave	chave	NOUN
epaa-3037	18	15	,	,	PUNCT
epaa-3037	18	16	méritos	mérito	NOUN
epaa-3037	18	17	e	e	PROPN
epaa-3037	18	18	ressalvas	ressalvas	PROPN
epaa-3037	18	19	de	de	PROPN
epaa-3037	18	20	três	três	PROPN
epaa-3037	18	21	abordagens	abordagens	PROPN
epaa-3037	18	22	analíticas	analíticas	PROPN
epaa-3037	18	23	comumente	comumente	PROPN
epaa-3037	18	24	usadas	usadas	PROPN
epaa-3037	18	25	na	na	PART
epaa-3037	18	26	mineração	mineração	PROPN
epaa-3037	18	27	de	de	PROPN
epaa-3037	18	28	grandes	grandes	PROPN
epaa-3037	18	29	quantidades	quantidade	NOUN
epaa-3037	18	30	de	de	X
epaa-3037	18	31	dados	dados	X
epaa-3037	18	32	de	de	X
epaa-3037	18	33	texto	texto	NOUN
epaa-3037	18	34	:	:	PUNCT
epaa-3037	18	35	modelos	modelos	PROPN
epaa-3037	18	36	de	de	PROPN
epaa-3037	18	37	tópicos	tópicos	PROPN
epaa-3037	18	38	,	,	PUNCT
epaa-3037	18	39	análise	análise	PROPN
epaa-3037	18	40	de	de	PROPN
epaa-3037	18	41	conexões	conexões	PROPN
epaa-3037	18	42	textuais	textuais	PROPN
epaa-3037	18	43	e	e	PROPN
epaa-3037	18	44	análise	análise	PROPN
epaa-3037	18	45	de	de	X
epaa-3037	18	46	sentimentos	sentimentos	PROPN
epaa-3037	18	47	.	.	PUNCT
epaa-3037	19	1	em	em	PRON
epaa-3037	19	2	seguida	seguida	PROPN
epaa-3037	19	3	,	,	PUNCT
epaa-3037	19	4	para	para	PROPN
epaa-3037	19	5	garantir	garantir	VERB
epaa-3037	19	6	a	a	DET
epaa-3037	19	7	veracidade	veracidade	NOUN
epaa-3037	19	8	do	do	AUX
epaa-3037	19	9	uso	uso	PROPN
epaa-3037	19	10	de	de	X
epaa-3037	19	11	grandes	grandes	PROPN
epaa-3037	19	12	dados	dado	NOUN
epaa-3037	19	13	na	na	ADP
epaa-3037	19	14	pesquisa	pesquisa	PROPN
epaa-3037	19	15	sobre	sobre	PROPN
epaa-3037	19	16	políticas	políticas	PROPN
epaa-3037	19	17	educacionais	educacionais	PROPN
epaa-3037	19	18	,	,	PUNCT
epaa-3037	19	19	desmascaramos	desmascaramos	PROPN
epaa-3037	19	20	três	três	PROPN
epaa-3037	19	21	equívocos	equívocos	PROPN
epaa-3037	19	22	metodológicos	metodológico	NOUN
epaa-3037	19	23	.	.	PUNCT
epaa-3037	20	1	este	este	PROPN
epaa-3037	20	2	artigo	artigo	PROPN
epaa-3037	20	3	conclui	conclui	PROPN
epaa-3037	20	4	com	com	PROPN
epaa-3037	20	5	uma	uma	PROPN
epaa-3037	20	6	discussão	discussão	PROPN
epaa-3037	20	7	sobre	sobre	PROPN
epaa-3037	20	8	o	o	X
epaa-3037	20	9	desenvolvimento	desenvolvimento	PROPN
epaa-3037	20	10	da	da	PROPN
epaa-3037	20	11	capacidade	capacidade	PROPN
epaa-3037	20	12	de	de	X
epaa-3037	20	13	pesquisa	pesquisa	PROPN
epaa-3037	20	14	interdisciplinar	interdisciplinar	NOUN
epaa-3037	20	15	abordando	abordando	NOUN
epaa-3037	20	16	as	as	ADP
epaa-3037	20	17	preocupações	preocupações	PROPN
epaa-3037	20	18	de	de	X
epaa-3037	20	19	privacidade	privacidade	PROPN
epaa-3037	20	20	e	e	PROPN
epaa-3037	20	21	os	os	PROPN
epaa-3037	20	22	enigmas	enigmas	PROPN
epaa-3037	20	23	éticos	éticos	PROPN
epaa-3037	20	24	à	à	X
epaa-3037	20	25	medida	medida	PROPN
epaa-3037	20	26	que	que	PROPN
epaa-3037	20	27	exploramos	exploramos	PROPN
epaa-3037	20	28	uma	uma	PROPN
epaa-3037	20	29	agenda	agenda	PROPN
epaa-3037	20	30	de	de	X
epaa-3037	20	31	pesquisa	pesquisa	X
epaa-3037	20	32	de	de	X
epaa-3037	20	33	uso	uso	PROPN
epaa-3037	20	34	de	de	PROPN
epaa-3037	20	35	dados	dados	X
epaa-3037	20	36	importantes	importante	NOUN
epaa-3037	20	37	na	na	PROPN
epaa-3037	20	38	política	política	PROPN
epaa-3037	20	39	educacional	educacional	PROPN
epaa-3037	20	40	.	.	PUNCT
epaa-3037	21	1	palavras	palavras	PROPN
epaa-3037	21	2	-	-	PUNCT
epaa-3037	21	3	chave	chave	NOUN
epaa-3037	21	4	:	:	PUNCT
epaa-3037	21	5	dados	dados	PROPN
epaa-3037	21	6	grandes	grandes	PROPN
epaa-3037	21	7	;	;	PUNCT
epaa-3037	21	8	política	política	PROPN
epaa-3037	21	9	educacional	educacional	PROPN
epaa-3037	21	10	;	;	PUNCT
epaa-3037	21	11	análise	análise	PROPN
epaa-3037	21	12	de	de	PROPN
epaa-3037	21	13	conexões	conexões	PROPN
epaa-3037	21	14	textu	textu	PROPN
epaa-3037	21	15	ais	ais	PROPN
epaa-3037	21	16	;	;	PUNCT
epaa-3037	21	17	análise	análise	PROPN
epaa-3037	21	18	de	de	PROPN
epaa-3037	21	19	sentimento	sentimento	PROPN
epaa-3037	21	20	;	;	PUNCT
epaa-3037	21	21	mineração	mineração	NOUN
epaa-3037	21	22	de	de	X
epaa-3037	21	23	textos	textos	PROPN
epaa-3037	21	24	;	;	PUNCT
epaa-3037	21	25	modelos	modelos	PROPN
epaa-3037	21	26	de	de	PROPN
epaa-3037	21	27	tópicos	tópicos	PROPN
epaa-3037	21	28	introduction	introduction	NOUN
epaa-3037	21	29	the	the	DET
epaa-3037	21	30	rise	rise	NOUN
epaa-3037	21	31	of	of	ADP
epaa-3037	21	32	big	big	ADJ
epaa-3037	21	33	data	datum	NOUN
epaa-3037	21	34	—	—	PUNCT
epaa-3037	21	35	characterized	characterize	VERB
epaa-3037	21	36	by	by	ADP
epaa-3037	21	37	large	large	ADJ
epaa-3037	21	38	volume	volume	NOUN
epaa-3037	21	39	,	,	PUNCT
epaa-3037	21	40	wide	wide	ADJ
epaa-3037	21	41	variety	variety	NOUN
epaa-3037	21	42	,	,	PUNCT
epaa-3037	21	43	and	and	CCONJ
epaa-3037	21	44	high	high	ADJ
epaa-3037	21	45	velocity	velocity	NOUN
epaa-3037	21	46	(	(	PUNCT
epaa-3037	21	47	boyd	boyd	PROPN
epaa-3037	21	48	&	&	CCONJ
epaa-3037	21	49	crawford	crawford	PROPN
epaa-3037	21	50	,	,	PUNCT
epaa-3037	21	51	2012)—has	2012)—has	NUM
epaa-3037	21	52	breathed	breathe	VERB
epaa-3037	21	53	new	new	ADJ
epaa-3037	21	54	life	life	NOUN
epaa-3037	21	55	into	into	ADP
epaa-3037	21	56	the	the	DET
epaa-3037	21	57	social	social	ADJ
epaa-3037	21	58	sciences	science	NOUN
epaa-3037	21	59	(	(	PUNCT
epaa-3037	21	60	king	king	NOUN
epaa-3037	21	61	,	,	PUNCT
epaa-3037	21	62	2011	2011	NUM
epaa-3037	21	63	)	)	PUNCT
epaa-3037	21	64	.	.	PUNCT
epaa-3037	22	1	the	the	DET
epaa-3037	22	2	progress	progress	NOUN
epaa-3037	22	3	in	in	ADP
epaa-3037	22	4	acquiring	acquire	VERB
epaa-3037	22	5	,	,	PUNCT
epaa-3037	22	6	processing	processing	NOUN
epaa-3037	22	7	,	,	PUNCT
epaa-3037	22	8	and	and	CCONJ
epaa-3037	22	9	analyzing	analyze	VERB
epaa-3037	22	10	big	big	ADJ
epaa-3037	22	11	data	datum	NOUN
epaa-3037	22	12	has	have	AUX
epaa-3037	22	13	enlightened	enlighten	VERB
epaa-3037	22	14	many	many	ADJ
epaa-3037	22	15	fields	field	NOUN
epaa-3037	22	16	in	in	ADP
epaa-3037	22	17	the	the	DET
epaa-3037	22	18	social	social	ADJ
epaa-3037	22	19	sciences	science	NOUN
epaa-3037	22	20	,	,	PUNCT
epaa-3037	22	21	such	such	ADJ
epaa-3037	22	22	as	as	ADP
epaa-3037	22	23	political	political	ADJ
epaa-3037	22	24	science	science	NOUN
epaa-3037	22	25	(	(	PUNCT
epaa-3037	22	26	bode	bode	PROPN
epaa-3037	22	27	,	,	PUNCT
epaa-3037	22	28	hanna	hanna	PROPN
epaa-3037	22	29	,	,	PUNCT
epaa-3037	22	30	yang	yang	PROPN
epaa-3037	22	31	,	,	PUNCT
epaa-3037	22	32	&	&	CCONJ
epaa-3037	22	33	shah	shah	PROPN
epaa-3037	22	34	,	,	PUNCT
epaa-3037	22	35	2015	2015	NUM
epaa-3037	22	36	;	;	PUNCT
epaa-3037	22	37	schwartz	schwartz	PROPN
epaa-3037	22	38	&	&	CCONJ
epaa-3037	22	39	ungar	ungar	PROPN
epaa-3037	22	40	,	,	PUNCT
epaa-3037	22	41	2015	2015	NUM
epaa-3037	22	42	)	)	PUNCT
epaa-3037	22	43	,	,	PUNCT
epaa-3037	22	44	public	public	ADJ
epaa-3037	22	45	health	health	NOUN
epaa-3037	22	46	education	education	NOUN
epaa-3037	22	47	policy	policy	NOUN
epaa-3037	22	48	research	research	NOUN
epaa-3037	22	49	in	in	ADP
epaa-3037	22	50	the	the	DET
epaa-3037	22	51	big	big	ADJ
epaa-3037	22	52	data	data	PROPN
epaa-3037	22	53	era	era	NOUN
epaa-3037	22	54	3	3	NUM
epaa-3037	22	55	(	(	PUNCT
epaa-3037	22	56	achrekar	achrekar	PROPN
epaa-3037	22	57	,	,	PUNCT
epaa-3037	22	58	gandhe	gandhe	PROPN
epaa-3037	22	59	,	,	PUNCT
epaa-3037	22	60	lazarus	lazarus	PROPN
epaa-3037	22	61	,	,	PUNCT
epaa-3037	22	62	yu	yu	PROPN
epaa-3037	22	63	,	,	PUNCT
epaa-3037	22	64	&	&	CCONJ
epaa-3037	22	65	liu	liu	PROPN
epaa-3037	22	66	,	,	PUNCT
epaa-3037	22	67	2011	2011	NUM
epaa-3037	22	68	;	;	PUNCT
epaa-3037	22	69	bates	bate	NOUN
epaa-3037	22	70	,	,	PUNCT
epaa-3037	22	71	saria	saria	NOUN
epaa-3037	22	72	,	,	PUNCT
epaa-3037	22	73	ohno	ohno	PROPN
epaa-3037	22	74	-	-	PUNCT
epaa-3037	22	75	machado	machado	PROPN
epaa-3037	22	76	,	,	PUNCT
epaa-3037	22	77	shah	shah	NOUN
epaa-3037	22	78	,	,	PUNCT
epaa-3037	22	79	&	&	CCONJ
epaa-3037	22	80	escobar	escobar	PROPN
epaa-3037	22	81	,	,	PUNCT
epaa-3037	22	82	2014	2014	NUM
epaa-3037	22	83	)	)	PUNCT
epaa-3037	22	84	,	,	PUNCT
epaa-3037	22	85	economics	economic	NOUN
epaa-3037	22	86	(	(	PUNCT
epaa-3037	22	87	einav	einav	PROPN
epaa-3037	22	88	&	&	CCONJ
epaa-3037	22	89	levin	levin	PROPN
epaa-3037	22	90	,	,	PUNCT
epaa-3037	22	91	2014	2014	NUM
epaa-3037	22	92	)	)	PUNCT
epaa-3037	22	93	,	,	PUNCT
epaa-3037	22	94	and	and	CCONJ
epaa-3037	22	95	criminology	criminology	NOUN
epaa-3037	22	96	(	(	PUNCT
epaa-3037	22	97	chen	chen	PROPN
epaa-3037	22	98	,	,	PUNCT
epaa-3037	22	99	cho	cho	PROPN
epaa-3037	22	100	,	,	PUNCT
epaa-3037	22	101	&	&	CCONJ
epaa-3037	22	102	jang	jang	PROPN
epaa-3037	22	103	,	,	PUNCT
epaa-3037	22	104	2015	2015	NUM
epaa-3037	22	105	)	)	PUNCT
epaa-3037	22	106	,	,	PUNCT
epaa-3037	22	107	to	to	PART
epaa-3037	22	108	name	name	VERB
epaa-3037	22	109	a	a	DET
epaa-3037	22	110	few	few	ADJ
epaa-3037	22	111	.	.	PUNCT
epaa-3037	23	1	in	in	ADP
epaa-3037	23	2	the	the	DET
epaa-3037	23	3	field	field	NOUN
epaa-3037	23	4	of	of	ADP
epaa-3037	23	5	education	education	NOUN
epaa-3037	23	6	,	,	PUNCT
epaa-3037	23	7	despite	despite	SCONJ
epaa-3037	23	8	the	the	DET
epaa-3037	23	9	fast	fast	ADJ
epaa-3037	23	10	growing	grow	VERB
epaa-3037	23	11	body	body	NOUN
epaa-3037	23	12	of	of	ADP
epaa-3037	23	13	literature	literature	NOUN
epaa-3037	23	14	on	on	ADP
epaa-3037	23	15	learning	learn	VERB
epaa-3037	23	16	analytics	analytic	NOUN
epaa-3037	23	17	—	—	PUNCT
epaa-3037	23	18	collecting	collect	VERB
epaa-3037	23	19	and	and	CCONJ
epaa-3037	23	20	analyzing	analyze	VERB
epaa-3037	23	21	big	big	ADJ
epaa-3037	23	22	data	datum	NOUN
epaa-3037	23	23	to	to	PART
epaa-3037	23	24	optimize	optimize	VERB
epaa-3037	23	25	student	student	NOUN
epaa-3037	23	26	learning	learning	NOUN
epaa-3037	23	27	,	,	PUNCT
epaa-3037	23	28	particularly	particularly	ADV
epaa-3037	23	29	in	in	ADP
epaa-3037	23	30	online	online	ADJ
epaa-3037	23	31	learning	learn	VERB
epaa-3037	23	32	environment	environment	NOUN
epaa-3037	23	33	(	(	PUNCT
epaa-3037	23	34	baker	baker	PROPN
epaa-3037	23	35	&	&	CCONJ
epaa-3037	23	36	yacef	yacef	PROPN
epaa-3037	23	37	,	,	PUNCT
epaa-3037	23	38	2009	2009	NUM
epaa-3037	23	39	)	)	PUNCT
epaa-3037	23	40	,	,	PUNCT
epaa-3037	23	41	there	there	PRON
epaa-3037	23	42	has	have	AUX
epaa-3037	23	43	been	be	AUX
epaa-3037	23	44	limited	limited	ADJ
epaa-3037	23	45	scholarship	scholarship	NOUN
epaa-3037	23	46	on	on	ADP
epaa-3037	23	47	capitalizing	capitalize	VERB
epaa-3037	23	48	on	on	ADP
epaa-3037	23	49	big	big	ADJ
epaa-3037	23	50	data	datum	NOUN
epaa-3037	23	51	in	in	ADP
epaa-3037	23	52	education	education	NOUN
epaa-3037	23	53	policy	policy	NOUN
epaa-3037	23	54	.	.	PUNCT
epaa-3037	24	1	to	to	PART
epaa-3037	24	2	discuss	discuss	VERB
epaa-3037	24	3	the	the	DET
epaa-3037	24	4	potential	potential	NOUN
epaa-3037	24	5	of	of	ADP
epaa-3037	24	6	big	big	ADJ
epaa-3037	24	7	data	datum	NOUN
epaa-3037	24	8	and	and	CCONJ
epaa-3037	24	9	how	how	SCONJ
epaa-3037	24	10	big	big	ADJ
epaa-3037	24	11	data	datum	NOUN
epaa-3037	24	12	can	can	AUX
epaa-3037	24	13	be	be	AUX
epaa-3037	24	14	used	use	VERB
epaa-3037	24	15	in	in	ADP
epaa-3037	24	16	education	education	NOUN
epaa-3037	24	17	policy	policy	NOUN
epaa-3037	24	18	research	research	NOUN
epaa-3037	24	19	,	,	PUNCT
epaa-3037	24	20	in	in	ADP
epaa-3037	24	21	this	this	DET
epaa-3037	24	22	commentary	commentary	NOUN
epaa-3037	24	23	i	i	PRON
epaa-3037	24	24	first	first	ADV
epaa-3037	24	25	introduce	introduce	VERB
epaa-3037	24	26	big	big	ADJ
epaa-3037	24	27	data	datum	NOUN
epaa-3037	24	28	that	that	PRON
epaa-3037	24	29	is	be	AUX
epaa-3037	24	30	potentially	potentially	ADV
epaa-3037	24	31	relevant	relevant	ADJ
epaa-3037	24	32	to	to	ADP
epaa-3037	24	33	education	education	NOUN
epaa-3037	24	34	policy	policy	NOUN
epaa-3037	24	35	research	research	NOUN
epaa-3037	24	36	.	.	PUNCT
epaa-3037	25	1	given	give	VERB
epaa-3037	25	2	the	the	DET
epaa-3037	25	3	conspicuous	conspicuous	ADJ
epaa-3037	25	4	absence	absence	NOUN
epaa-3037	25	5	of	of	ADP
epaa-3037	25	6	education	education	NOUN
epaa-3037	25	7	policy	policy	NOUN
epaa-3037	25	8	studies	study	NOUN
epaa-3037	25	9	using	use	VERB
epaa-3037	25	10	big	big	ADJ
epaa-3037	25	11	data	datum	NOUN
epaa-3037	25	12	,	,	PUNCT
epaa-3037	25	13	i	i	PRON
epaa-3037	25	14	primarily	primarily	ADV
epaa-3037	25	15	draw	draw	VERB
epaa-3037	25	16	upon	upon	SCONJ
epaa-3037	25	17	the	the	DET
epaa-3037	25	18	literature	literature	NOUN
epaa-3037	25	19	on	on	ADP
epaa-3037	25	20	big	big	ADJ
epaa-3037	25	21	data	datum	NOUN
epaa-3037	25	22	in	in	ADP
epaa-3037	25	23	public	public	ADJ
epaa-3037	25	24	policy	policy	NOUN
epaa-3037	25	25	and	and	CCONJ
epaa-3037	25	26	computational	computational	ADJ
epaa-3037	25	27	social	social	ADJ
epaa-3037	25	28	science	science	NOUN
epaa-3037	25	29	—	—	PUNCT
epaa-3037	25	30	the	the	DET
epaa-3037	25	31	emerging	emerge	VERB
epaa-3037	25	32	field	field	NOUN
epaa-3037	25	33	at	at	ADP
epaa-3037	25	34	the	the	DET
epaa-3037	25	35	convergence	convergence	NOUN
epaa-3037	25	36	of	of	ADP
epaa-3037	25	37	computer	computer	NOUN
epaa-3037	25	38	science	science	NOUN
epaa-3037	25	39	and	and	CCONJ
epaa-3037	25	40	the	the	DET
epaa-3037	25	41	social	social	ADJ
epaa-3037	25	42	sciences	science	NOUN
epaa-3037	25	43	,	,	PUNCT
epaa-3037	25	44	using	use	VERB
epaa-3037	25	45	computational	computational	ADJ
epaa-3037	25	46	modeling	modeling	NOUN
epaa-3037	25	47	to	to	PART
epaa-3037	25	48	analyze	analyze	VERB
epaa-3037	25	49	massive	massive	ADJ
epaa-3037	25	50	amounts	amount	NOUN
epaa-3037	25	51	of	of	ADP
epaa-3037	25	52	digital	digital	ADJ
epaa-3037	25	53	data	datum	NOUN
epaa-3037	25	54	harvested	harvest	VERB
epaa-3037	25	55	mostly	mostly	ADV
epaa-3037	25	56	from	from	ADP
epaa-3037	25	57	digital	digital	ADJ
epaa-3037	25	58	media	medium	NOUN
epaa-3037	25	59	sources	source	NOUN
epaa-3037	25	60	to	to	PART
epaa-3037	25	61	study	study	VERB
epaa-3037	25	62	social	social	ADJ
epaa-3037	25	63	phenomenon	phenomenon	NOUN
epaa-3037	25	64	(	(	PUNCT
epaa-3037	25	65	lazer	lazer	NOUN
epaa-3037	25	66	et	et	NOUN
epaa-3037	25	67	al	al	PROPN
epaa-3037	25	68	.	.	PROPN
epaa-3037	25	69	,	,	PUNCT
epaa-3037	25	70	2009	2009	NUM
epaa-3037	25	71	;	;	PUNCT
epaa-3037	25	72	shah	shah	NOUN
epaa-3037	25	73	,	,	PUNCT
epaa-3037	25	74	cappella	cappella	NOUN
epaa-3037	25	75	,	,	PUNCT
epaa-3037	25	76	&	&	CCONJ
epaa-3037	25	77	neuman	neuman	NOUN
epaa-3037	25	78	,	,	PUNCT
epaa-3037	25	79	2015	2015	NUM
epaa-3037	25	80	;	;	PUNCT
epaa-3037	25	81	watts	watt	NOUN
epaa-3037	25	82	,	,	PUNCT
epaa-3037	25	83	2013	2013	NUM
epaa-3037	25	84	)	)	PUNCT
epaa-3037	25	85	.	.	PUNCT
epaa-3037	26	1	grounded	ground	VERB
epaa-3037	26	2	in	in	ADP
epaa-3037	26	3	the	the	DET
epaa-3037	26	4	broad	broad	ADJ
epaa-3037	26	5	literature	literature	NOUN
epaa-3037	26	6	relevant	relevant	ADJ
epaa-3037	26	7	to	to	ADP
epaa-3037	26	8	education	education	NOUN
epaa-3037	26	9	policy	policy	NOUN
epaa-3037	26	10	research	research	NOUN
epaa-3037	26	11	,	,	PUNCT
epaa-3037	26	12	i	i	PRON
epaa-3037	26	13	then	then	ADV
epaa-3037	26	14	introduce	introduce	VERB
epaa-3037	26	15	three	three	NUM
epaa-3037	26	16	methodological	methodological	ADJ
epaa-3037	26	17	frontiers	frontier	NOUN
epaa-3037	26	18	of	of	ADP
epaa-3037	26	19	mining	mining	NOUN
epaa-3037	26	20	massive	massive	ADJ
epaa-3037	26	21	amounts	amount	NOUN
epaa-3037	26	22	of	of	ADP
epaa-3037	26	23	text	text	NOUN
epaa-3037	26	24	data	datum	NOUN
epaa-3037	26	25	(	(	PUNCT
epaa-3037	26	26	i.e.	i.e.	X
epaa-3037	26	27	,	,	PUNCT
epaa-3037	26	28	a	a	DET
epaa-3037	26	29	corpus	corpus	NOUN
epaa-3037	26	30	of	of	ADP
epaa-3037	26	31	texts	text	NOUN
epaa-3037	26	32	;	;	PUNCT
epaa-3037	26	33	fleuren	fleuren	PROPN
epaa-3037	26	34	&	&	CCONJ
epaa-3037	26	35	alkema	alkema	ADJ
epaa-3037	26	36	,	,	PUNCT
epaa-3037	26	37	2015	2015	NUM
epaa-3037	26	38	;	;	PUNCT
epaa-3037	26	39	hearst	hearst	PROPN
epaa-3037	26	40	,	,	PUNCT
epaa-3037	26	41	1999	1999	NUM
epaa-3037	26	42	):	):	PUNCT
epaa-3037	26	43	topic	topic	NOUN
epaa-3037	26	44	models	model	NOUN
epaa-3037	26	45	,	,	PUNCT
epaa-3037	26	46	network	network	NOUN
epaa-3037	26	47	text	text	NOUN
epaa-3037	26	48	analysis	analysis	NOUN
epaa-3037	26	49	,	,	PUNCT
epaa-3037	26	50	and	and	CCONJ
epaa-3037	26	51	sentiment	sentiment	NOUN
epaa-3037	26	52	analysis	analysis	NOUN
epaa-3037	26	53	.	.	PUNCT
epaa-3037	27	1	in	in	ADP
epaa-3037	27	2	particular	particular	ADJ
epaa-3037	27	3	,	,	PUNCT
epaa-3037	27	4	i	i	PRON
epaa-3037	27	5	examine	examine	VERB
epaa-3037	27	6	the	the	DET
epaa-3037	27	7	assumptions	assumption	NOUN
epaa-3037	27	8	,	,	PUNCT
epaa-3037	27	9	key	key	ADJ
epaa-3037	27	10	concepts	concept	NOUN
epaa-3037	27	11	,	,	PUNCT
epaa-3037	27	12	merits	merit	NOUN
epaa-3037	27	13	,	,	PUNCT
epaa-3037	27	14	and	and	CCONJ
epaa-3037	27	15	caveats	caveat	NOUN
epaa-3037	27	16	of	of	ADP
epaa-3037	27	17	each	each	PRON
epaa-3037	27	18	of	of	ADP
epaa-3037	27	19	the	the	DET
epaa-3037	27	20	three	three	NUM
epaa-3037	27	21	analytical	analytical	ADJ
epaa-3037	27	22	approaches	approach	NOUN
epaa-3037	27	23	.	.	PUNCT
epaa-3037	28	1	next	next	ADJ
epaa-3037	28	2	,	,	PUNCT
epaa-3037	28	3	to	to	PART
epaa-3037	28	4	ensure	ensure	VERB
epaa-3037	28	5	the	the	DET
epaa-3037	28	6	veracity	veracity	NOUN
epaa-3037	28	7	of	of	ADP
epaa-3037	28	8	using	use	VERB
epaa-3037	28	9	big	big	ADJ
epaa-3037	28	10	data	datum	NOUN
epaa-3037	28	11	in	in	ADP
epaa-3037	28	12	education	education	NOUN
epaa-3037	28	13	policy	policy	NOUN
epaa-3037	28	14	research	research	NOUN
epaa-3037	28	15	,	,	PUNCT
epaa-3037	28	16	i	i	PRON
epaa-3037	28	17	debunk	debunk	VERB
epaa-3037	28	18	three	three	NUM
epaa-3037	28	19	methodological	methodological	ADJ
epaa-3037	28	20	misconceptions	misconception	NOUN
epaa-3037	28	21	.	.	PUNCT
epaa-3037	29	1	this	this	DET
epaa-3037	29	2	paper	paper	NOUN
epaa-3037	29	3	concludes	conclude	VERB
epaa-3037	29	4	with	with	ADP
epaa-3037	29	5	the	the	DET
epaa-3037	29	6	discussion	discussion	NOUN
epaa-3037	29	7	on	on	ADP
epaa-3037	29	8	developing	develop	VERB
epaa-3037	29	9	interdisciplinary	interdisciplinary	ADJ
epaa-3037	29	10	research	research	NOUN
epaa-3037	29	11	capacity	capacity	NOUN
epaa-3037	29	12	and	and	CCONJ
epaa-3037	29	13	addressing	address	VERB
epaa-3037	29	14	the	the	DET
epaa-3037	29	15	privacy	privacy	NOUN
epaa-3037	29	16	concerns	concern	NOUN
epaa-3037	29	17	and	and	CCONJ
epaa-3037	29	18	ethical	ethical	ADJ
epaa-3037	29	19	conundrums	conundrum	NOUN
epaa-3037	29	20	as	as	SCONJ
epaa-3037	29	21	we	we	PRON
epaa-3037	29	22	explore	explore	VERB
epaa-3037	29	23	a	a	DET
epaa-3037	29	24	research	research	NOUN
epaa-3037	29	25	agenda	agenda	NOUN
epaa-3037	29	26	of	of	ADP
epaa-3037	29	27	using	use	VERB
epaa-3037	29	28	big	big	ADJ
epaa-3037	29	29	data	datum	NOUN
epaa-3037	29	30	in	in	ADP
epaa-3037	29	31	education	education	NOUN
epaa-3037	29	32	policy	policy	NOUN
epaa-3037	29	33	.	.	PUNCT
epaa-3037	30	1	big	big	ADJ
epaa-3037	30	2	data	datum	NOUN
epaa-3037	30	3	in	in	ADP
epaa-3037	30	4	education	education	NOUN
epaa-3037	30	5	policy	policy	NOUN
epaa-3037	30	6	research	research	NOUN
epaa-3037	30	7	what	what	PRON
epaa-3037	30	8	is	be	AUX
epaa-3037	30	9	big	big	ADJ
epaa-3037	30	10	data	datum	NOUN
epaa-3037	30	11	?	?	PUNCT
epaa-3037	31	1	in	in	ADP
epaa-3037	31	2	fact	fact	NOUN
epaa-3037	31	3	,	,	PUNCT
epaa-3037	31	4	big	big	ADJ
epaa-3037	31	5	data	datum	NOUN
epaa-3037	31	6	is	be	AUX
epaa-3037	31	7	very	very	ADV
epaa-3037	31	8	loosely	loosely	ADV
epaa-3037	31	9	defined	define	VERB
epaa-3037	31	10	.	.	PUNCT
epaa-3037	32	1	there	there	PRON
epaa-3037	32	2	is	be	VERB
epaa-3037	32	3	no	no	DET
epaa-3037	32	4	arbitrary	arbitrary	ADJ
epaa-3037	32	5	cutoff	cutoff	NOUN
epaa-3037	32	6	point	point	NOUN
epaa-3037	32	7	regarding	regard	VERB
epaa-3037	32	8	how	how	SCONJ
epaa-3037	32	9	big	big	ADJ
epaa-3037	32	10	the	the	DET
epaa-3037	32	11	data	datum	NOUN
epaa-3037	32	12	must	must	AUX
epaa-3037	32	13	be	be	AUX
epaa-3037	32	14	in	in	ADP
epaa-3037	32	15	order	order	NOUN
epaa-3037	32	16	to	to	PART
epaa-3037	32	17	be	be	AUX
epaa-3037	32	18	considered	consider	VERB
epaa-3037	32	19	as	as	ADP
epaa-3037	32	20	big	big	ADJ
epaa-3037	32	21	data	datum	NOUN
epaa-3037	32	22	.	.	PUNCT
epaa-3037	33	1	generally	generally	ADV
epaa-3037	33	2	speaking	speak	VERB
epaa-3037	33	3	,	,	PUNCT
epaa-3037	33	4	big	big	ADJ
epaa-3037	33	5	data	datum	NOUN
epaa-3037	33	6	has	have	VERB
epaa-3037	33	7	three	three	NUM
epaa-3037	33	8	distinct	distinct	ADJ
epaa-3037	33	9	features	feature	NOUN
epaa-3037	33	10	:	:	PUNCT
epaa-3037	33	11	large	large	ADJ
epaa-3037	33	12	volume	volume	NOUN
epaa-3037	33	13	,	,	PUNCT
epaa-3037	33	14	wide	wide	ADJ
epaa-3037	33	15	variety	variety	NOUN
epaa-3037	33	16	,	,	PUNCT
epaa-3037	33	17	and	and	CCONJ
epaa-3037	33	18	high	high	ADJ
epaa-3037	33	19	velocity	velocity	NOUN
epaa-3037	33	20	(	(	PUNCT
epaa-3037	33	21	boyd	boyd	PROPN
epaa-3037	33	22	&	&	CCONJ
epaa-3037	33	23	crawford	crawford	PROPN
epaa-3037	33	24	,	,	PUNCT
epaa-3037	33	25	2012	2012	NUM
epaa-3037	33	26	)	)	PUNCT
epaa-3037	33	27	.	.	PUNCT
epaa-3037	34	1	in	in	ADP
epaa-3037	34	2	addition	addition	NOUN
epaa-3037	34	3	,	,	PUNCT
epaa-3037	34	4	some	some	PRON
epaa-3037	34	5	posit	posit	VERB
epaa-3037	34	6	a	a	DET
epaa-3037	34	7	fourth	fourth	ADJ
epaa-3037	34	8	feature	feature	NOUN
epaa-3037	34	9	of	of	ADP
epaa-3037	34	10	veracity	veracity	NOUN
epaa-3037	34	11	—	—	PUNCT
epaa-3037	34	12	the	the	DET
epaa-3037	34	13	trustworthiness	trustworthiness	NOUN
epaa-3037	34	14	and	and	CCONJ
epaa-3037	34	15	accuracy	accuracy	NOUN
epaa-3037	34	16	of	of	ADP
epaa-3037	34	17	big	big	ADJ
epaa-3037	34	18	data	datum	NOUN
epaa-3037	34	19	(	(	PUNCT
epaa-3037	34	20	bello	bello	NOUN
epaa-3037	34	21	-	-	PUNCT
epaa-3037	34	22	orgaz	orgaz	PROPN
epaa-3037	34	23	,	,	PUNCT
epaa-3037	34	24	jung	jung	PROPN
epaa-3037	34	25	,	,	PUNCT
epaa-3037	34	26	&	&	CCONJ
epaa-3037	34	27	camacho	camacho	PROPN
epaa-3037	34	28	,	,	PUNCT
epaa-3037	34	29	2015	2015	NUM
epaa-3037	34	30	)	)	PUNCT
epaa-3037	34	31	.	.	PUNCT
epaa-3037	35	1	in	in	ADP
epaa-3037	35	2	this	this	DET
epaa-3037	35	3	commentary	commentary	NOUN
epaa-3037	35	4	,	,	PUNCT
epaa-3037	35	5	i	i	PRON
epaa-3037	35	6	draw	draw	VERB
epaa-3037	35	7	upon	upon	SCONJ
epaa-3037	35	8	the	the	DET
epaa-3037	35	9	literature	literature	NOUN
epaa-3037	35	10	of	of	ADP
epaa-3037	35	11	big	big	ADJ
epaa-3037	35	12	data	datum	NOUN
epaa-3037	35	13	in	in	ADP
epaa-3037	35	14	public	public	ADJ
epaa-3037	35	15	policy	policy	NOUN
epaa-3037	35	16	research	research	NOUN
epaa-3037	35	17	and	and	CCONJ
epaa-3037	35	18	computational	computational	ADJ
epaa-3037	35	19	social	social	ADJ
epaa-3037	35	20	science	science	NOUN
epaa-3037	35	21	to	to	PART
epaa-3037	35	22	delineate	delineate	VERB
epaa-3037	35	23	each	each	PRON
epaa-3037	35	24	of	of	ADP
epaa-3037	35	25	the	the	DET
epaa-3037	35	26	first	first	ADJ
epaa-3037	35	27	three	three	NUM
epaa-3037	35	28	features	feature	NOUN
epaa-3037	35	29	of	of	ADP
epaa-3037	35	30	big	big	ADJ
epaa-3037	35	31	data	datum	NOUN
epaa-3037	35	32	,	,	PUNCT
epaa-3037	35	33	followed	follow	VERB
epaa-3037	35	34	by	by	ADP
epaa-3037	35	35	the	the	DET
epaa-3037	35	36	potential	potential	ADJ
epaa-3037	35	37	value	value	NOUN
epaa-3037	35	38	of	of	ADP
epaa-3037	35	39	big	big	ADJ
epaa-3037	35	40	data	datum	NOUN
epaa-3037	35	41	in	in	ADP
epaa-3037	35	42	education	education	NOUN
epaa-3037	35	43	policy	policy	NOUN
epaa-3037	35	44	research	research	NOUN
epaa-3037	35	45	.	.	PUNCT
epaa-3037	36	1	i	i	PRON
epaa-3037	36	2	then	then	ADV
epaa-3037	36	3	address	address	VERB
epaa-3037	36	4	the	the	DET
epaa-3037	36	5	fourth	fourth	ADJ
epaa-3037	36	6	feature	feature	NOUN
epaa-3037	36	7	of	of	ADP
epaa-3037	36	8	veracity	veracity	NOUN
epaa-3037	36	9	as	as	SCONJ
epaa-3037	36	10	i	i	PRON
epaa-3037	36	11	present	present	VERB
epaa-3037	36	12	the	the	DET
epaa-3037	36	13	methodological	methodological	ADJ
epaa-3037	36	14	frontiers	frontier	NOUN
epaa-3037	36	15	and	and	CCONJ
epaa-3037	36	16	debunk	debunk	VERB
epaa-3037	36	17	potential	potential	ADJ
epaa-3037	36	18	misconceptions	misconception	NOUN
epaa-3037	36	19	.	.	PUNCT
epaa-3037	37	1	here	here	ADV
epaa-3037	37	2	i	i	PRON
epaa-3037	37	3	proceed	proceed	VERB
epaa-3037	37	4	to	to	PART
epaa-3037	37	5	introduce	introduce	VERB
epaa-3037	37	6	the	the	DET
epaa-3037	37	7	first	first	ADJ
epaa-3037	37	8	three	three	NUM
epaa-3037	37	9	features	feature	NOUN
epaa-3037	37	10	of	of	ADP
epaa-3037	37	11	big	big	ADJ
epaa-3037	37	12	data	datum	NOUN
epaa-3037	37	13	:	:	PUNCT
epaa-3037	37	14	large	large	ADJ
epaa-3037	37	15	volume	volume	NOUN
epaa-3037	37	16	,	,	PUNCT
epaa-3037	37	17	wide	wide	ADJ
epaa-3037	37	18	variety	variety	NOUN
epaa-3037	37	19	,	,	PUNCT
epaa-3037	37	20	and	and	CCONJ
epaa-3037	37	21	high	high	ADJ
epaa-3037	37	22	velocity	velocity	NOUN
epaa-3037	37	23	.	.	PUNCT
epaa-3037	38	1	large	large	ADJ
epaa-3037	38	2	volume	volume	NOUN
epaa-3037	38	3	the	the	DET
epaa-3037	38	4	first	first	ADJ
epaa-3037	38	5	defining	define	VERB
epaa-3037	38	6	feature	feature	NOUN
epaa-3037	38	7	of	of	ADP
epaa-3037	38	8	big	big	ADJ
epaa-3037	38	9	data	datum	NOUN
epaa-3037	38	10	is	be	AUX
epaa-3037	38	11	its	its	PRON
epaa-3037	38	12	massive	massive	ADJ
epaa-3037	38	13	volume	volume	NOUN
epaa-3037	38	14	.	.	PUNCT
epaa-3037	39	1	while	while	SCONJ
epaa-3037	39	2	the	the	DET
epaa-3037	39	3	name	name	NOUN
epaa-3037	39	4	of	of	ADP
epaa-3037	39	5	“	"	PUNCT
epaa-3037	39	6	big	big	ADJ
epaa-3037	39	7	data	datum	NOUN
epaa-3037	39	8	”	"	PUNCT
epaa-3037	39	9	suggests	suggest	VERB
epaa-3037	39	10	large	large	ADJ
epaa-3037	39	11	volume	volume	NOUN
epaa-3037	39	12	,	,	PUNCT
epaa-3037	39	13	there	there	PRON
epaa-3037	39	14	is	be	VERB
epaa-3037	39	15	no	no	DET
epaa-3037	39	16	arbitrary	arbitrary	ADJ
epaa-3037	39	17	cutoff	cutoff	NOUN
epaa-3037	39	18	point	point	NOUN
epaa-3037	39	19	distinguishing	distinguish	VERB
epaa-3037	39	20	“	"	PUNCT
epaa-3037	39	21	big	big	ADJ
epaa-3037	39	22	”	"	PUNCT
epaa-3037	39	23	from	from	ADP
epaa-3037	39	24	“	"	PUNCT
epaa-3037	39	25	small	small	ADJ
epaa-3037	39	26	”	"	PUNCT
epaa-3037	39	27	data	datum	NOUN
epaa-3037	39	28	.	.	PUNCT
epaa-3037	40	1	oftentimes	oftentime	NOUN
epaa-3037	40	2	,	,	PUNCT
epaa-3037	40	3	the	the	DET
epaa-3037	40	4	volume	volume	NOUN
epaa-3037	40	5	of	of	ADP
epaa-3037	40	6	big	big	ADJ
epaa-3037	40	7	data	datum	NOUN
epaa-3037	40	8	is	be	AUX
epaa-3037	40	9	staggeringly	staggeringly	ADV
epaa-3037	40	10	large	large	ADJ
epaa-3037	40	11	,	,	PUNCT
epaa-3037	40	12	such	such	ADJ
epaa-3037	40	13	as	as	ADP
epaa-3037	40	14	over	over	ADP
epaa-3037	40	15	118,000	118,000	NUM
epaa-3037	40	16	speeches	speech	NOUN
epaa-3037	40	17	in	in	ADP
epaa-3037	40	18	the	the	DET
epaa-3037	40	19	u.s	u.s	PROPN
epaa-3037	40	20	.	.	PROPN
epaa-3037	40	21	senate	senate	PROPN
epaa-3037	40	22	(	(	PUNCT
epaa-3037	40	23	quinn	quinn	PROPN
epaa-3037	40	24	,	,	PUNCT
epaa-3037	40	25	monroe	monroe	PROPN
epaa-3037	40	26	,	,	PUNCT
epaa-3037	40	27	colaresi	colaresi	NOUN
epaa-3037	40	28	,	,	PUNCT
epaa-3037	40	29	crespin	crespin	NOUN
epaa-3037	40	30	,	,	PUNCT
epaa-3037	40	31	&	&	CCONJ
epaa-3037	40	32	radev	radev	PROPN
epaa-3037	40	33	,	,	PUNCT
epaa-3037	40	34	2010	2010	NUM
epaa-3037	40	35	)	)	PUNCT
epaa-3037	40	36	,	,	PUNCT
epaa-3037	40	37	over	over	ADP
epaa-3037	40	38	16,000	16,000	NUM
epaa-3037	40	39	articles	article	NOUN
epaa-3037	40	40	in	in	ADP
epaa-3037	40	41	the	the	DET
epaa-3037	40	42	journal	journal	NOUN
epaa-3037	40	43	science	science	NOUN
epaa-3037	40	44	from	from	ADP
epaa-3037	40	45	1990	1990	NUM
epaa-3037	40	46	to	to	ADP
epaa-3037	40	47	1999	1999	NUM
epaa-3037	40	48	(	(	PUNCT
epaa-3037	40	49	blei	blei	NOUN
epaa-3037	40	50	&	&	CCONJ
epaa-3037	40	51	lafferty	lafferty	PROPN
epaa-3037	40	52	,	,	PUNCT
epaa-3037	40	53	2007	2007	NUM
epaa-3037	40	54	)	)	PUNCT
epaa-3037	40	55	,	,	PUNCT
epaa-3037	40	56	13,246	13,246	NUM
epaa-3037	40	57	political	political	ADJ
epaa-3037	40	58	blog	blog	NOUN
epaa-3037	40	59	posts	post	NOUN
epaa-3037	40	60	on	on	ADP
epaa-3037	40	61	the	the	DET
epaa-3037	40	62	2008	2008	NUM
epaa-3037	40	63	presidential	presidential	ADJ
epaa-3037	40	64	election	election	NOUN
epaa-3037	40	65	(	(	PUNCT
epaa-3037	40	66	roberts	roberts	PROPN
epaa-3037	40	67	,	,	PUNCT
epaa-3037	40	68	stewart	stewart	PROPN
epaa-3037	40	69	,	,	PUNCT
epaa-3037	40	70	&	&	CCONJ
epaa-3037	40	71	tingley	tingley	PROPN
epaa-3037	40	72	,	,	PUNCT
epaa-3037	40	73	2016	2016	NUM
epaa-3037	40	74	)	)	PUNCT
epaa-3037	40	75	,	,	PUNCT
epaa-3037	40	76	and	and	CCONJ
epaa-3037	40	77	over	over	ADP
epaa-3037	40	78	16,000	16,000	NUM
epaa-3037	40	79	documents	document	NOUN
epaa-3037	40	80	on	on	ADP
epaa-3037	40	81	climate	climate	NOUN
epaa-3037	40	82	change	change	NOUN
epaa-3037	40	83	(	(	PUNCT
epaa-3037	40	84	boussalis	boussalis	PROPN
epaa-3037	40	85	&	&	CCONJ
epaa-3037	40	86	coan	coan	PROPN
epaa-3037	40	87	,	,	PUNCT
epaa-3037	40	88	2016	2016	NUM
epaa-3037	40	89	)	)	PUNCT
epaa-3037	40	90	.	.	PUNCT
epaa-3037	41	1	in	in	ADP
epaa-3037	41	2	education	education	NOUN
epaa-3037	41	3	policy	policy	NOUN
epaa-3037	41	4	research	research	NOUN
epaa-3037	41	5	,	,	PUNCT
epaa-3037	41	6	the	the	DET
epaa-3037	41	7	large	large	ADJ
epaa-3037	41	8	volume	volume	NOUN
epaa-3037	41	9	of	of	ADP
epaa-3037	41	10	data	datum	NOUN
epaa-3037	41	11	can	can	AUX
epaa-3037	41	12	come	come	VERB
epaa-3037	41	13	from	from	ADP
epaa-3037	41	14	a	a	DET
epaa-3037	41	15	host	host	NOUN
epaa-3037	41	16	of	of	ADP
epaa-3037	41	17	sources	source	NOUN
epaa-3037	41	18	.	.	PUNCT
epaa-3037	42	1	first	first	ADV
epaa-3037	42	2	,	,	PUNCT
epaa-3037	42	3	data	data	NOUN
epaa-3037	42	4	-	-	PUNCT
epaa-3037	42	5	driven	drive	VERB
epaa-3037	42	6	education	education	NOUN
epaa-3037	42	7	accountability	accountability	NOUN
epaa-3037	42	8	systems	system	NOUN
epaa-3037	42	9	provide	provide	VERB
epaa-3037	42	10	the	the	DET
epaa-3037	42	11	unprecedentedly	unprecedentedly	ADV
epaa-3037	42	12	large	large	ADJ
epaa-3037	42	13	volume	volume	NOUN
epaa-3037	42	14	of	of	ADP
epaa-3037	42	15	data	datum	NOUN
epaa-3037	42	16	on	on	ADP
epaa-3037	42	17	students	student	NOUN
epaa-3037	42	18	,	,	PUNCT
epaa-3037	42	19	teachers	teacher	NOUN
epaa-3037	42	20	,	,	PUNCT
epaa-3037	42	21	administrators	administrator	NOUN
epaa-3037	42	22	,	,	PUNCT
epaa-3037	42	23	schools	school	NOUN
epaa-3037	42	24	,	,	PUNCT
epaa-3037	42	25	and	and	CCONJ
epaa-3037	42	26	communities	community	NOUN
epaa-3037	42	27	.	.	PUNCT
epaa-3037	43	1	for	for	ADP
epaa-3037	43	2	a	a	DET
epaa-3037	43	3	ready	ready	ADJ
epaa-3037	43	4	example	example	NOUN
epaa-3037	43	5	,	,	PUNCT
epaa-3037	43	6	a	a	DET
epaa-3037	43	7	recent	recent	ADJ
epaa-3037	43	8	study	study	NOUN
epaa-3037	43	9	tapped	tap	VERB
epaa-3037	43	10	into	into	ADP
epaa-3037	43	11	the	the	DET
epaa-3037	43	12	record	record	NOUN
epaa-3037	43	13	of	of	ADP
epaa-3037	43	14	about	about	ADV
epaa-3037	43	15	200	200	NUM
epaa-3037	43	16	million	million	NUM
epaa-3037	43	17	test	test	NOUN
epaa-3037	43	18	scores	score	NOUN
epaa-3037	43	19	in	in	ADP
epaa-3037	43	20	math	math	NOUN
epaa-3037	43	21	and	and	CCONJ
epaa-3037	43	22	reading	reading	NOUN
epaa-3037	43	23	to	to	PART
epaa-3037	43	24	examine	examine	VERB
epaa-3037	43	25	educational	educational	ADJ
epaa-3037	43	26	inequalities	inequality	NOUN
epaa-3037	43	27	(	(	PUNCT
epaa-3037	43	28	reardon	reardon	PROPN
epaa-3037	43	29	,	,	PUNCT
epaa-3037	43	30	kalogrides	kalogride	NOUN
epaa-3037	43	31	,	,	PUNCT
epaa-3037	43	32	&	&	CCONJ
epaa-3037	43	33	shores	shore	NOUN
epaa-3037	43	34	,	,	PUNCT
epaa-3037	43	35	2016	2016	NUM
epaa-3037	43	36	)	)	PUNCT
epaa-3037	43	37	.	.	PUNCT
epaa-3037	44	1	second	second	ADJ
epaa-3037	44	2	,	,	PUNCT
epaa-3037	44	3	digital	digital	ADJ
epaa-3037	44	4	footprints	footprint	NOUN
epaa-3037	44	5	—	—	PUNCT
epaa-3037	44	6	digital	digital	ADJ
epaa-3037	44	7	trace	trace	NOUN
epaa-3037	44	8	data	datum	NOUN
epaa-3037	44	9	we	we	PRON
epaa-3037	44	10	education	education	VERB
epaa-3037	44	11	policy	policy	NOUN
epaa-3037	44	12	analysis	analysis	NOUN
epaa-3037	44	13	archives	archive	NOUN
epaa-3037	44	14	vol	vol	NOUN
epaa-3037	44	15	.	.	PUNCT
epaa-3037	45	1	25	25	NUM
epaa-3037	45	2	no	no	NOUN
epaa-3037	45	3	.	.	NOUN
epaa-3037	45	4	94	94	NUM
epaa-3037	45	5	4	4	NUM
epaa-3037	45	6	create	create	VERB
epaa-3037	45	7	as	as	SCONJ
epaa-3037	45	8	we	we	PRON
epaa-3037	45	9	use	use	VERB
epaa-3037	45	10	digital	digital	ADJ
epaa-3037	45	11	services	service	NOUN
epaa-3037	45	12	and	and	CCONJ
epaa-3037	45	13	devices	device	NOUN
epaa-3037	45	14	(	(	PUNCT
epaa-3037	45	15	howison	howison	PROPN
epaa-3037	45	16	,	,	PUNCT
epaa-3037	45	17	wiggins	wiggins	PROPN
epaa-3037	45	18	,	,	PUNCT
epaa-3037	45	19	&	&	CCONJ
epaa-3037	45	20	crowston	crowston	PROPN
epaa-3037	45	21	,	,	PUNCT
epaa-3037	45	22	2011)—are	2011)—are	NUM
epaa-3037	45	23	another	another	DET
epaa-3037	45	24	source	source	NOUN
epaa-3037	45	25	of	of	ADP
epaa-3037	45	26	big	big	ADJ
epaa-3037	45	27	data	datum	NOUN
epaa-3037	45	28	that	that	PRON
epaa-3037	45	29	are	be	AUX
epaa-3037	45	30	valuable	valuable	ADJ
epaa-3037	45	31	to	to	PART
epaa-3037	45	32	education	education	VERB
epaa-3037	45	33	policy	policy	NOUN
epaa-3037	45	34	research	research	NOUN
epaa-3037	45	35	.	.	PUNCT
epaa-3037	46	1	the	the	DET
epaa-3037	46	2	data	datum	NOUN
epaa-3037	46	3	generated	generate	VERB
epaa-3037	46	4	from	from	ADP
epaa-3037	46	5	our	our	PRON
epaa-3037	46	6	online	online	ADJ
epaa-3037	46	7	activities	activity	NOUN
epaa-3037	46	8	,	,	PUNCT
epaa-3037	46	9	either	either	CCONJ
epaa-3037	46	10	posting	post	VERB
epaa-3037	46	11	tweets	tweet	NOUN
epaa-3037	46	12	on	on	ADP
epaa-3037	46	13	twitter	twitter	NOUN
epaa-3037	46	14	(	(	PUNCT
epaa-3037	46	15	e.g.	e.g.	ADV
epaa-3037	46	16	,	,	PUNCT
epaa-3037	46	17	barberá	barberá	NOUN
epaa-3037	46	18	,	,	PUNCT
epaa-3037	46	19	2015	2015	NUM
epaa-3037	46	20	)	)	PUNCT
epaa-3037	46	21	or	or	CCONJ
epaa-3037	46	22	reading	read	VERB
epaa-3037	46	23	the	the	DET
epaa-3037	46	24	facebook	facebook	PROPN
epaa-3037	46	25	newsfeed	newsfeed	NOUN
epaa-3037	46	26	(	(	PUNCT
epaa-3037	46	27	e.g.	e.g.	ADV
epaa-3037	46	28	,	,	PUNCT
epaa-3037	46	29	kramer	kramer	PROPN
epaa-3037	46	30	,	,	PUNCT
epaa-3037	46	31	guillory	guillory	PROPN
epaa-3037	46	32	,	,	PUNCT
epaa-3037	46	33	&	&	CCONJ
epaa-3037	46	34	hancock	hancock	PROPN
epaa-3037	46	35	,	,	PUNCT
epaa-3037	46	36	2014	2014	NUM
epaa-3037	46	37	)	)	PUNCT
epaa-3037	46	38	,	,	PUNCT
epaa-3037	46	39	could	could	AUX
epaa-3037	46	40	serve	serve	VERB
epaa-3037	46	41	as	as	ADP
epaa-3037	46	42	the	the	DET
epaa-3037	46	43	proxy	proxy	NOUN
epaa-3037	46	44	for	for	ADP
epaa-3037	46	45	online	online	ADJ
epaa-3037	46	46	public	public	ADJ
epaa-3037	46	47	opinion	opinion	NOUN
epaa-3037	46	48	on	on	ADP
epaa-3037	46	49	education	education	NOUN
epaa-3037	46	50	policy	policy	NOUN
epaa-3037	46	51	.	.	PUNCT
epaa-3037	47	1	for	for	ADP
epaa-3037	47	2	instance	instance	NOUN
epaa-3037	47	3	,	,	PUNCT
epaa-3037	47	4	the	the	DET
epaa-3037	47	5	hashtags	hashtag	NOUN
epaa-3037	47	6	#	#	SYM
epaa-3037	47	7	commoncore	commoncore	NOUN
epaa-3037	47	8	and	and	CCONJ
epaa-3037	47	9	#	#	PUNCT
epaa-3037	47	10	ccss	ccss	NOUN
epaa-3037	47	11	are	be	AUX
epaa-3037	47	12	among	among	ADP
epaa-3037	47	13	the	the	DET
epaa-3037	47	14	most	most	ADV
epaa-3037	47	15	frequently	frequently	ADV
epaa-3037	47	16	used	use	VERB
epaa-3037	47	17	hashtags	hashtag	NOUN
epaa-3037	47	18	by	by	ADP
epaa-3037	47	19	the	the	DET
epaa-3037	47	20	digital	digital	ADJ
epaa-3037	47	21	public	public	NOUN
epaa-3037	47	22	when	when	SCONJ
epaa-3037	47	23	discussing	discuss	VERB
epaa-3037	47	24	the	the	DET
epaa-3037	47	25	education	education	NOUN
epaa-3037	47	26	policy	policy	NOUN
epaa-3037	47	27	on	on	ADP
epaa-3037	47	28	the	the	DET
epaa-3037	47	29	common	common	ADJ
epaa-3037	47	30	core	core	NOUN
epaa-3037	47	31	state	state	NOUN
epaa-3037	47	32	standards	standard	NOUN
epaa-3037	47	33	on	on	ADP
epaa-3037	47	34	social	social	ADJ
epaa-3037	47	35	media	medium	NOUN
epaa-3037	47	36	(	(	PUNCT
epaa-3037	47	37	supovitz	supovitz	PROPN
epaa-3037	47	38	&	&	CCONJ
epaa-3037	47	39	reinkordt	reinkordt	PROPN
epaa-3037	47	40	,	,	PUNCT
epaa-3037	47	41	2017	2017	NUM
epaa-3037	47	42	;	;	PUNCT
epaa-3037	47	43	wang	wang	PROPN
epaa-3037	47	44	&	&	CCONJ
epaa-3037	47	45	fikis	fikis	PROPN
epaa-3037	47	46	,	,	PUNCT
epaa-3037	47	47	2016	2016	NUM
epaa-3037	47	48	)	)	PUNCT
epaa-3037	47	49	.	.	PUNCT
epaa-3037	48	1	one	one	NUM
epaa-3037	48	2	of	of	ADP
epaa-3037	48	3	the	the	DET
epaa-3037	48	4	frequently	frequently	ADV
epaa-3037	48	5	co	co	ADJ
epaa-3037	48	6	-	-	ADJ
epaa-3037	48	7	occurring	occurring	ADJ
epaa-3037	48	8	hashtags	hashtag	NOUN
epaa-3037	48	9	with	with	ADP
epaa-3037	48	10	#	#	SYM
epaa-3037	48	11	commoncore	commoncore	NOUN
epaa-3037	48	12	and	and	CCONJ
epaa-3037	48	13	#	#	PUNCT
epaa-3037	48	14	ccss	ccss	NOUN
epaa-3037	48	15	is	be	AUX
epaa-3037	48	16	#	#	SYM
epaa-3037	48	17	optout	optout	NOUN
epaa-3037	48	18	,	,	PUNCT
epaa-3037	48	19	which	which	PRON
epaa-3037	48	20	refers	refer	VERB
epaa-3037	48	21	to	to	ADP
epaa-3037	48	22	the	the	DET
epaa-3037	48	23	movement	movement	NOUN
epaa-3037	48	24	of	of	ADP
epaa-3037	48	25	opting	opt	VERB
epaa-3037	48	26	out	out	ADP
epaa-3037	48	27	of	of	ADP
epaa-3037	48	28	high	high	ADJ
epaa-3037	48	29	-	-	PUNCT
epaa-3037	48	30	stakes	stake	NOUN
epaa-3037	48	31	standardized	standardized	ADJ
epaa-3037	48	32	testing	testing	NOUN
epaa-3037	48	33	(	(	PUNCT
epaa-3037	48	34	wang	wang	PROPN
epaa-3037	48	35	&	&	CCONJ
epaa-3037	48	36	fikis	fikis	PROPN
epaa-3037	48	37	,	,	PUNCT
epaa-3037	48	38	2017	2017	NUM
epaa-3037	48	39	)	)	PUNCT
epaa-3037	48	40	.	.	PUNCT
epaa-3037	49	1	at	at	ADP
epaa-3037	49	2	the	the	DET
epaa-3037	49	3	epicenter	epicenter	NOUN
epaa-3037	49	4	of	of	ADP
epaa-3037	49	5	the	the	DET
epaa-3037	49	6	opt	opt	VERB
epaa-3037	49	7	-	-	PUNCT
epaa-3037	49	8	out	out	ADP
epaa-3037	49	9	movement	movement	NOUN
epaa-3037	49	10	in	in	ADP
epaa-3037	49	11	the	the	DET
epaa-3037	49	12	state	state	NOUN
epaa-3037	49	13	of	of	ADP
epaa-3037	49	14	new	new	PROPN
epaa-3037	49	15	york	york	PROPN
epaa-3037	49	16	,	,	PUNCT
epaa-3037	49	17	the	the	DET
epaa-3037	49	18	long	long	ADJ
epaa-3037	49	19	island	island	NOUN
epaa-3037	49	20	opt	opt	VERB
epaa-3037	49	21	-	-	PUNCT
epaa-3037	49	22	out	out	ADP
epaa-3037	49	23	group	group	NOUN
epaa-3037	49	24	—	—	PUNCT
epaa-3037	49	25	a	a	DET
epaa-3037	49	26	major	major	ADJ
epaa-3037	49	27	advocate	advocate	NOUN
epaa-3037	49	28	for	for	ADP
epaa-3037	49	29	opting	opt	VERB
epaa-3037	49	30	out	out	ADP
epaa-3037	49	31	of	of	ADP
epaa-3037	49	32	state	state	NOUN
epaa-3037	49	33	standardized	standardize	VERB
epaa-3037	49	34	testing	testing	NOUN
epaa-3037	49	35	—	—	PUNCT
epaa-3037	49	36	has	have	VERB
epaa-3037	49	37	tens	ten	NOUN
epaa-3037	49	38	of	of	ADP
epaa-3037	49	39	thousands	thousand	NOUN
epaa-3037	49	40	of	of	ADP
epaa-3037	49	41	facebook	facebook	PROPN
epaa-3037	49	42	group	group	NOUN
epaa-3037	49	43	members	member	NOUN
epaa-3037	49	44	discussing	discuss	VERB
epaa-3037	49	45	testing	testing	NOUN
epaa-3037	49	46	and	and	CCONJ
epaa-3037	49	47	sharing	share	VERB
epaa-3037	49	48	resources	resource	NOUN
epaa-3037	49	49	on	on	ADP
epaa-3037	49	50	how	how	SCONJ
epaa-3037	49	51	to	to	PART
epaa-3037	49	52	opt	opt	VERB
epaa-3037	49	53	out	out	ADP
epaa-3037	49	54	(	(	PUNCT
epaa-3037	49	55	wang	wang	PROPN
epaa-3037	49	56	,	,	PUNCT
epaa-3037	49	57	2017	2017	NUM
epaa-3037	49	58	)	)	PUNCT
epaa-3037	49	59	.	.	PUNCT
epaa-3037	50	1	third	third	ADJ
epaa-3037	50	2	,	,	PUNCT
epaa-3037	50	3	technological	technological	ADJ
epaa-3037	50	4	advances	advance	NOUN
epaa-3037	50	5	in	in	ADP
epaa-3037	50	6	data	datum	NOUN
epaa-3037	50	7	acquisition	acquisition	NOUN
epaa-3037	50	8	increase	increase	NOUN
epaa-3037	50	9	data	datum	NOUN
epaa-3037	50	10	availability	availability	NOUN
epaa-3037	50	11	for	for	ADP
epaa-3037	50	12	education	education	NOUN
epaa-3037	50	13	policy	policy	NOUN
epaa-3037	50	14	research	research	NOUN
epaa-3037	50	15	.	.	PUNCT
epaa-3037	51	1	for	for	ADP
epaa-3037	51	2	instance	instance	NOUN
epaa-3037	51	3	,	,	PUNCT
epaa-3037	51	4	the	the	DET
epaa-3037	51	5	optical	optical	ADJ
epaa-3037	51	6	character	character	NOUN
epaa-3037	51	7	recognition	recognition	NOUN
epaa-3037	51	8	(	(	PUNCT
epaa-3037	51	9	ocr	ocr	NOUN
epaa-3037	51	10	)	)	PUNCT
epaa-3037	51	11	was	be	AUX
epaa-3037	51	12	used	use	VERB
epaa-3037	51	13	to	to	PART
epaa-3037	51	14	convert	convert	VERB
epaa-3037	51	15	the	the	DET
epaa-3037	51	16	un	un	ADJ
epaa-3037	51	17	-	-	ADJ
epaa-3037	51	18	digitalized	digitalize	VERB
epaa-3037	51	19	text	text	NOUN
epaa-3037	51	20	data	datum	NOUN
epaa-3037	51	21	into	into	ADP
epaa-3037	51	22	the	the	DET
epaa-3037	51	23	data	datum	NOUN
epaa-3037	51	24	that	that	PRON
epaa-3037	51	25	can	can	AUX
epaa-3037	51	26	be	be	AUX
epaa-3037	51	27	read	read	VERB
epaa-3037	51	28	in	in	ADP
epaa-3037	51	29	computers	computer	NOUN
epaa-3037	51	30	in	in	ADP
epaa-3037	51	31	a	a	DET
epaa-3037	51	32	study	study	NOUN
epaa-3037	51	33	examining	examine	VERB
epaa-3037	51	34	the	the	DET
epaa-3037	51	35	latent	latent	ADJ
epaa-3037	51	36	topics	topic	NOUN
epaa-3037	51	37	in	in	ADP
epaa-3037	51	38	1,539	1,539	NUM
epaa-3037	51	39	articles	article	NOUN
epaa-3037	51	40	published	publish	VERB
epaa-3037	51	41	in	in	ADP
epaa-3037	51	42	educational	educational	ADJ
epaa-3037	51	43	administration	administration	NOUN
epaa-3037	51	44	quarterly	quarterly	ADV
epaa-3037	51	45	from	from	ADP
epaa-3037	51	46	1965	1965	NUM
epaa-3037	51	47	to	to	ADP
epaa-3037	51	48	2014	2014	NUM
epaa-3037	51	49	(	(	PUNCT
epaa-3037	51	50	wang	wang	PROPN
epaa-3037	51	51	,	,	PUNCT
epaa-3037	51	52	bowers	bower	NOUN
epaa-3037	51	53	,	,	PUNCT
epaa-3037	51	54	&	&	CCONJ
epaa-3037	51	55	fikis	fikis	PROPN
epaa-3037	51	56	,	,	PUNCT
epaa-3037	51	57	2017	2017	NUM
epaa-3037	51	58	)	)	PUNCT
epaa-3037	51	59	.	.	PUNCT
epaa-3037	52	1	another	another	DET
epaa-3037	52	2	common	common	ADJ
epaa-3037	52	3	data	data	NOUN
epaa-3037	52	4	acquisition	acquisition	NOUN
epaa-3037	52	5	approach	approach	NOUN
epaa-3037	52	6	is	be	AUX
epaa-3037	52	7	to	to	PART
epaa-3037	52	8	use	use	VERB
epaa-3037	52	9	application	application	NOUN
epaa-3037	52	10	programming	programming	NOUN
epaa-3037	52	11	interfaces	interface	NOUN
epaa-3037	52	12	(	(	PUNCT
epaa-3037	52	13	apis	apis	PROPN
epaa-3037	52	14	)	)	PUNCT
epaa-3037	52	15	to	to	PART
epaa-3037	52	16	retrieve	retrieve	VERB
epaa-3037	52	17	data	datum	NOUN
epaa-3037	52	18	generated	generate	VERB
epaa-3037	52	19	on	on	ADP
epaa-3037	52	20	the	the	DET
epaa-3037	52	21	internet	internet	NOUN
epaa-3037	52	22	.	.	PUNCT
epaa-3037	53	1	many	many	ADJ
epaa-3037	53	2	technology	technology	NOUN
epaa-3037	53	3	companies	company	NOUN
epaa-3037	53	4	(	(	PUNCT
epaa-3037	53	5	e.g.	e.g.	ADV
epaa-3037	53	6	,	,	PUNCT
epaa-3037	53	7	google	google	PROPN
epaa-3037	53	8	,	,	PUNCT
epaa-3037	53	9	facebook	facebook	NOUN
epaa-3037	53	10	,	,	PUNCT
epaa-3037	53	11	and	and	CCONJ
epaa-3037	53	12	twitter	twitter	NOUN
epaa-3037	53	13	)	)	PUNCT
epaa-3037	53	14	use	use	VERB
epaa-3037	53	15	apis	apis	ADJ
epaa-3037	53	16	to	to	PART
epaa-3037	53	17	grant	grant	VERB
epaa-3037	53	18	others	other	NOUN
epaa-3037	53	19	limited	limited	ADJ
epaa-3037	53	20	access	access	NOUN
epaa-3037	53	21	to	to	ADP
epaa-3037	53	22	their	their	PRON
epaa-3037	53	23	data	datum	NOUN
epaa-3037	53	24	so	so	SCONJ
epaa-3037	53	25	that	that	SCONJ
epaa-3037	53	26	more	more	ADJ
epaa-3037	53	27	applications	application	NOUN
epaa-3037	53	28	can	can	AUX
epaa-3037	53	29	be	be	AUX
epaa-3037	53	30	created	create	VERB
epaa-3037	53	31	using	use	VERB
epaa-3037	53	32	their	their	PRON
epaa-3037	53	33	data	datum	NOUN
epaa-3037	53	34	.	.	PUNCT
epaa-3037	54	1	twitter	twitter	NOUN
epaa-3037	54	2	api	api	NOUN
epaa-3037	54	3	is	be	AUX
epaa-3037	54	4	one	one	NUM
epaa-3037	54	5	of	of	ADP
epaa-3037	54	6	the	the	DET
epaa-3037	54	7	most	most	ADV
epaa-3037	54	8	popular	popular	ADJ
epaa-3037	54	9	apis	apis	NOUN
epaa-3037	54	10	among	among	ADP
epaa-3037	54	11	researchers	researcher	NOUN
epaa-3037	54	12	.	.	PUNCT
epaa-3037	55	1	for	for	ADP
epaa-3037	55	2	instance	instance	NOUN
epaa-3037	55	3	,	,	PUNCT
epaa-3037	55	4	twitter	twitter	PROPN
epaa-3037	55	5	api	api	NOUN
epaa-3037	55	6	was	be	AUX
epaa-3037	55	7	used	use	VERB
epaa-3037	55	8	to	to	PART
epaa-3037	55	9	collect	collect	VERB
epaa-3037	55	10	660,051	660,051	NUM
epaa-3037	55	11	tweets	tweet	NOUN
epaa-3037	55	12	containing	contain	VERB
epaa-3037	55	13	the	the	DET
epaa-3037	55	14	hashtags	hashtag	NOUN
epaa-3037	55	15	of	of	ADP
epaa-3037	55	16	#	#	SYM
epaa-3037	55	17	commoncore	commoncore	NOUN
epaa-3037	55	18	and	and	CCONJ
epaa-3037	55	19	#	#	PUNCT
epaa-3037	55	20	ccss	ccss	NOUN
epaa-3037	55	21	to	to	PART
epaa-3037	55	22	study	study	VERB
epaa-3037	55	23	online	online	ADJ
epaa-3037	55	24	public	public	ADJ
epaa-3037	55	25	opinion	opinion	NOUN
epaa-3037	55	26	on	on	ADP
epaa-3037	55	27	the	the	DET
epaa-3037	55	28	common	common	ADJ
epaa-3037	55	29	core	core	NOUN
epaa-3037	55	30	state	state	NOUN
epaa-3037	55	31	standards	standard	NOUN
epaa-3037	55	32	(	(	PUNCT
epaa-3037	55	33	wang	wang	PROPN
epaa-3037	55	34	&	&	CCONJ
epaa-3037	55	35	fikis	fikis	PROPN
epaa-3037	55	36	,	,	PUNCT
epaa-3037	55	37	2017	2017	NUM
epaa-3037	55	38	)	)	PUNCT
epaa-3037	55	39	.	.	PUNCT
epaa-3037	56	1	fourth	fourth	ADJ
epaa-3037	56	2	,	,	PUNCT
epaa-3037	56	3	collaborations	collaboration	NOUN
epaa-3037	56	4	with	with	ADP
epaa-3037	56	5	technology	technology	NOUN
epaa-3037	56	6	companies	company	NOUN
epaa-3037	56	7	allow	allow	VERB
epaa-3037	56	8	academics	academic	NOUN
epaa-3037	56	9	to	to	PART
epaa-3037	56	10	access	access	VERB
epaa-3037	56	11	big	big	ADJ
epaa-3037	56	12	data	datum	NOUN
epaa-3037	56	13	.	.	PUNCT
epaa-3037	57	1	an	an	DET
epaa-3037	57	2	example	example	NOUN
epaa-3037	57	3	is	be	AUX
epaa-3037	57	4	a	a	DET
epaa-3037	57	5	collaborative	collaborative	ADJ
epaa-3037	57	6	research	research	NOUN
epaa-3037	57	7	undertaking	undertaking	NOUN
epaa-3037	57	8	that	that	PRON
epaa-3037	57	9	carried	carry	VERB
epaa-3037	57	10	out	out	ADP
epaa-3037	57	11	a	a	DET
epaa-3037	57	12	randomized	randomized	ADJ
epaa-3037	57	13	controlled	control	VERB
epaa-3037	57	14	experiment	experiment	NOUN
epaa-3037	57	15	involving	involve	VERB
epaa-3037	57	16	61	61	NUM
epaa-3037	57	17	million	million	NUM
epaa-3037	57	18	facebook	facebook	NOUN
epaa-3037	57	19	users	user	NOUN
epaa-3037	57	20	to	to	PART
epaa-3037	57	21	study	study	VERB
epaa-3037	57	22	social	social	ADJ
epaa-3037	57	23	influence	influence	NOUN
epaa-3037	57	24	within	within	ADP
epaa-3037	57	25	online	online	ADJ
epaa-3037	57	26	social	social	ADJ
epaa-3037	57	27	networks	network	NOUN
epaa-3037	57	28	(	(	PUNCT
epaa-3037	57	29	bond	bond	NOUN
epaa-3037	57	30	et	et	PROPN
epaa-3037	57	31	al	al	PROPN
epaa-3037	57	32	.	.	PROPN
epaa-3037	57	33	,	,	PUNCT
epaa-3037	57	34	2012	2012	NUM
epaa-3037	57	35	)	)	PUNCT
epaa-3037	57	36	.	.	PUNCT
epaa-3037	58	1	all	all	DET
epaa-3037	58	2	these	these	DET
epaa-3037	58	3	sources	source	NOUN
epaa-3037	58	4	—	—	PUNCT
epaa-3037	58	5	the	the	DET
epaa-3037	58	6	data	data	NOUN
epaa-3037	58	7	-	-	PUNCT
epaa-3037	58	8	driven	drive	VERB
epaa-3037	58	9	education	education	NOUN
epaa-3037	58	10	accountability	accountability	NOUN
epaa-3037	58	11	systems	system	NOUN
epaa-3037	58	12	,	,	PUNCT
epaa-3037	58	13	the	the	DET
epaa-3037	58	14	digital	digital	ADJ
epaa-3037	58	15	footprints	footprint	NOUN
epaa-3037	58	16	generated	generate	VERB
epaa-3037	58	17	by	by	ADP
epaa-3037	58	18	digital	digital	ADJ
epaa-3037	58	19	services	service	NOUN
epaa-3037	58	20	and	and	CCONJ
epaa-3037	58	21	devices	device	NOUN
epaa-3037	58	22	,	,	PUNCT
epaa-3037	58	23	data	datum	NOUN
epaa-3037	58	24	acquisition	acquisition	NOUN
epaa-3037	58	25	technologies	technology	NOUN
epaa-3037	58	26	,	,	PUNCT
epaa-3037	58	27	and	and	CCONJ
epaa-3037	58	28	collaborations	collaboration	NOUN
epaa-3037	58	29	with	with	ADP
epaa-3037	58	30	technology	technology	NOUN
epaa-3037	58	31	companies	company	NOUN
epaa-3037	58	32	—	—	PUNCT
epaa-3037	58	33	provide	provide	VERB
epaa-3037	58	34	the	the	DET
epaa-3037	58	35	unprecedentedly	unprecedentedly	ADV
epaa-3037	58	36	voluminous	voluminous	ADJ
epaa-3037	58	37	amounts	amount	NOUN
epaa-3037	58	38	of	of	ADP
epaa-3037	58	39	data	datum	NOUN
epaa-3037	58	40	for	for	ADP
epaa-3037	58	41	education	education	NOUN
epaa-3037	58	42	policy	policy	NOUN
epaa-3037	58	43	research	research	NOUN
epaa-3037	58	44	.	.	PUNCT
epaa-3037	59	1	wide	wide	ADJ
epaa-3037	59	2	variety	variety	NOUN
epaa-3037	59	3	big	big	ADJ
epaa-3037	59	4	data	datum	NOUN
epaa-3037	59	5	does	do	AUX
epaa-3037	59	6	not	not	PART
epaa-3037	59	7	simply	simply	ADV
epaa-3037	59	8	mean	mean	VERB
epaa-3037	59	9	large	large	ADJ
epaa-3037	59	10	volume	volume	NOUN
epaa-3037	59	11	.	.	PUNCT
epaa-3037	60	1	it	it	PRON
epaa-3037	60	2	also	also	ADV
epaa-3037	60	3	refers	refer	VERB
epaa-3037	60	4	to	to	ADP
epaa-3037	60	5	the	the	DET
epaa-3037	60	6	wide	wide	ADJ
epaa-3037	60	7	variety	variety	NOUN
epaa-3037	60	8	of	of	ADP
epaa-3037	60	9	types	type	NOUN
epaa-3037	60	10	of	of	ADP
epaa-3037	60	11	data	datum	NOUN
epaa-3037	60	12	,	,	PUNCT
epaa-3037	60	13	including	include	VERB
epaa-3037	60	14	,	,	PUNCT
epaa-3037	60	15	but	but	CCONJ
epaa-3037	60	16	not	not	PART
epaa-3037	60	17	limited	limit	VERB
epaa-3037	60	18	to	to	ADP
epaa-3037	60	19	,	,	PUNCT
epaa-3037	60	20	videos	video	NOUN
epaa-3037	60	21	,	,	PUNCT
epaa-3037	60	22	images	image	NOUN
epaa-3037	60	23	,	,	PUNCT
epaa-3037	60	24	audios	audio	NOUN
epaa-3037	60	25	,	,	PUNCT
epaa-3037	60	26	media	medium	NOUN
epaa-3037	60	27	coverage	coverage	NOUN
epaa-3037	60	28	,	,	PUNCT
epaa-3037	60	29	blogs	blog	NOUN
epaa-3037	60	30	,	,	PUNCT
epaa-3037	60	31	social	social	ADJ
epaa-3037	60	32	media	medium	NOUN
epaa-3037	60	33	posts	post	NOUN
epaa-3037	60	34	,	,	PUNCT
epaa-3037	60	35	online	online	ADJ
epaa-3037	60	36	comments	comment	NOUN
epaa-3037	60	37	,	,	PUNCT
epaa-3037	60	38	records	record	NOUN
epaa-3037	60	39	of	of	ADP
epaa-3037	60	40	government	government	NOUN
epaa-3037	60	41	agencies	agency	NOUN
epaa-3037	60	42	,	,	PUNCT
epaa-3037	60	43	mobile	mobile	ADJ
epaa-3037	60	44	phone	phone	NOUN
epaa-3037	60	45	logs	log	NOUN
epaa-3037	60	46	,	,	PUNCT
epaa-3037	60	47	data	datum	NOUN
epaa-3037	60	48	generated	generate	VERB
epaa-3037	60	49	by	by	ADP
epaa-3037	60	50	wearable	wearable	ADJ
epaa-3037	60	51	digital	digital	ADJ
epaa-3037	60	52	devices	device	NOUN
epaa-3037	60	53	,	,	PUNCT
epaa-3037	60	54	and	and	CCONJ
epaa-3037	60	55	satellite	satellite	NOUN
epaa-3037	60	56	images	image	NOUN
epaa-3037	60	57	.	.	PUNCT
epaa-3037	61	1	these	these	DET
epaa-3037	61	2	diverse	diverse	ADJ
epaa-3037	61	3	data	datum	NOUN
epaa-3037	61	4	sources	source	NOUN
epaa-3037	61	5	,	,	PUNCT
epaa-3037	61	6	along	along	ADP
epaa-3037	61	7	with	with	ADP
epaa-3037	61	8	the	the	DET
epaa-3037	61	9	conventional	conventional	ADJ
epaa-3037	61	10	data	datum	NOUN
epaa-3037	61	11	sources	source	NOUN
epaa-3037	61	12	in	in	ADP
epaa-3037	61	13	education	education	NOUN
epaa-3037	61	14	policy	policy	NOUN
epaa-3037	61	15	research	research	NOUN
epaa-3037	61	16	(	(	PUNCT
epaa-3037	61	17	e.g.	e.g.	ADV
epaa-3037	61	18	,	,	PUNCT
epaa-3037	61	19	interviews	interview	NOUN
epaa-3037	61	20	,	,	PUNCT
epaa-3037	61	21	observations	observation	NOUN
epaa-3037	61	22	,	,	PUNCT
epaa-3037	61	23	artifacts	artifact	NOUN
epaa-3037	61	24	,	,	PUNCT
epaa-3037	61	25	surveys	survey	NOUN
epaa-3037	61	26	,	,	PUNCT
epaa-3037	61	27	and	and	CCONJ
epaa-3037	61	28	archived	archive	VERB
epaa-3037	61	29	documents	document	NOUN
epaa-3037	61	30	)	)	PUNCT
epaa-3037	61	31	,	,	PUNCT
epaa-3037	61	32	provide	provide	VERB
epaa-3037	61	33	researchers	researcher	NOUN
epaa-3037	61	34	with	with	ADP
epaa-3037	61	35	rich	rich	ADJ
epaa-3037	61	36	,	,	PUNCT
epaa-3037	61	37	multi	multi	ADJ
epaa-3037	61	38	-	-	ADJ
epaa-3037	61	39	dimensional	dimensional	ADJ
epaa-3037	61	40	insights	insight	NOUN
epaa-3037	61	41	into	into	ADP
epaa-3037	61	42	the	the	DET
epaa-3037	61	43	education	education	NOUN
epaa-3037	61	44	policy	policy	NOUN
epaa-3037	61	45	issues	issue	NOUN
epaa-3037	61	46	of	of	ADP
epaa-3037	61	47	interest	interest	NOUN
epaa-3037	61	48	.	.	PUNCT
epaa-3037	62	1	one	one	NUM
epaa-3037	62	2	potential	potential	NOUN
epaa-3037	62	3	for	for	ADP
epaa-3037	62	4	using	use	VERB
epaa-3037	62	5	big	big	ADJ
epaa-3037	62	6	data	datum	NOUN
epaa-3037	62	7	in	in	ADP
epaa-3037	62	8	education	education	NOUN
epaa-3037	62	9	policy	policy	NOUN
epaa-3037	62	10	research	research	NOUN
epaa-3037	62	11	is	be	AUX
epaa-3037	62	12	to	to	PART
epaa-3037	62	13	investigate	investigate	VERB
epaa-3037	62	14	public	public	ADJ
epaa-3037	62	15	opinion	opinion	NOUN
epaa-3037	62	16	on	on	ADP
epaa-3037	62	17	education	education	NOUN
epaa-3037	62	18	policy	policy	NOUN
epaa-3037	62	19	.	.	PUNCT
epaa-3037	63	1	since	since	SCONJ
epaa-3037	63	2	public	public	ADJ
epaa-3037	63	3	opinion	opinion	NOUN
epaa-3037	63	4	is	be	AUX
epaa-3037	63	5	one	one	NUM
epaa-3037	63	6	of	of	ADP
epaa-3037	63	7	the	the	DET
epaa-3037	63	8	factors	factor	NOUN
epaa-3037	63	9	shaping	shape	VERB
epaa-3037	63	10	policymaking	policymaking	NOUN
epaa-3037	63	11	(	(	PUNCT
epaa-3037	63	12	burstein	burstein	ADJ
epaa-3037	63	13	,	,	PUNCT
epaa-3037	63	14	2003	2003	NUM
epaa-3037	63	15	;	;	PUNCT
epaa-3037	63	16	gormley	gormley	PROPN
epaa-3037	63	17	jr	jr	PROPN
epaa-3037	63	18	.	.	PROPN
epaa-3037	63	19	,	,	PUNCT
epaa-3037	63	20	2016	2016	NUM
epaa-3037	63	21	;	;	PUNCT
epaa-3037	63	22	page	page	NOUN
epaa-3037	63	23	&	&	CCONJ
epaa-3037	63	24	shapiro	shapiro	PROPN
epaa-3037	63	25	,	,	PUNCT
epaa-3037	63	26	1983	1983	NUM
epaa-3037	63	27	)	)	PUNCT
epaa-3037	63	28	,	,	PUNCT
epaa-3037	63	29	researchers	researcher	NOUN
epaa-3037	63	30	have	have	AUX
epaa-3037	63	31	studied	study	VERB
epaa-3037	63	32	public	public	ADJ
epaa-3037	63	33	opinion	opinion	NOUN
epaa-3037	63	34	on	on	ADP
epaa-3037	63	35	a	a	DET
epaa-3037	63	36	variety	variety	NOUN
epaa-3037	63	37	of	of	ADP
epaa-3037	63	38	education	education	NOUN
epaa-3037	63	39	issues	issue	NOUN
epaa-3037	63	40	,	,	PUNCT
epaa-3037	63	41	including	include	VERB
epaa-3037	63	42	the	the	DET
epaa-3037	63	43	policy	policy	NOUN
epaa-3037	63	44	in	in	ADP
epaa-3037	63	45	early	early	ADJ
epaa-3037	63	46	childhood	childhood	NOUN
epaa-3037	63	47	education	education	NOUN
epaa-3037	63	48	(	(	PUNCT
epaa-3037	63	49	gormley	gormley	PROPN
epaa-3037	63	50	jr	jr	PROPN
epaa-3037	63	51	.	.	PROPN
epaa-3037	63	52	,	,	PUNCT
epaa-3037	63	53	2016	2016	NUM
epaa-3037	63	54	)	)	PUNCT
epaa-3037	63	55	,	,	PUNCT
epaa-3037	63	56	school	school	NOUN
epaa-3037	63	57	reform	reform	NOUN
epaa-3037	63	58	(	(	PUNCT
epaa-3037	63	59	henderson	henderson	PROPN
epaa-3037	63	60	,	,	PUNCT
epaa-3037	63	61	peterson	peterson	PROPN
epaa-3037	63	62	,	,	PUNCT
epaa-3037	63	63	&	&	CCONJ
epaa-3037	63	64	west	west	PROPN
epaa-3037	63	65	,	,	PUNCT
epaa-3037	63	66	2016	2016	NUM
epaa-3037	63	67	)	)	PUNCT
epaa-3037	63	68	,	,	PUNCT
epaa-3037	63	69	school	school	NOUN
epaa-3037	63	70	quality	quality	NOUN
epaa-3037	63	71	(	(	PUNCT
epaa-3037	63	72	jacobsen	jacobsen	PROPN
epaa-3037	63	73	,	,	PUNCT
epaa-3037	63	74	snyder	snyder	PROPN
epaa-3037	63	75	,	,	PUNCT
epaa-3037	63	76	&	&	CCONJ
epaa-3037	63	77	saultz	saultz	PROPN
epaa-3037	63	78	,	,	PUNCT
epaa-3037	63	79	2014	2014	NUM
epaa-3037	63	80	)	)	PUNCT
epaa-3037	63	81	,	,	PUNCT
epaa-3037	63	82	and	and	CCONJ
epaa-3037	63	83	race	race	NOUN
epaa-3037	63	84	-	-	PUNCT
epaa-3037	63	85	based	base	VERB
epaa-3037	63	86	and	and	CCONJ
epaa-3037	63	87	wealth	wealth	NOUN
epaa-3037	63	88	-	-	PUNCT
epaa-3037	63	89	based	base	VERB
epaa-3037	63	90	student	student	NOUN
epaa-3037	63	91	achievement	achievement	NOUN
epaa-3037	63	92	gaps	gap	NOUN
epaa-3037	63	93	(	(	PUNCT
epaa-3037	63	94	valant	valant	NOUN
epaa-3037	63	95	&	&	CCONJ
epaa-3037	63	96	newark	newark	PROPN
epaa-3037	63	97	,	,	PUNCT
epaa-3037	63	98	2016	2016	NUM
epaa-3037	63	99	)	)	PUNCT
epaa-3037	63	100	.	.	PUNCT
epaa-3037	64	1	prior	prior	ADJ
epaa-3037	64	2	studies	study	NOUN
epaa-3037	64	3	on	on	ADP
epaa-3037	64	4	public	public	ADJ
epaa-3037	64	5	opinion	opinion	NOUN
epaa-3037	64	6	on	on	ADP
epaa-3037	64	7	education	education	NOUN
epaa-3037	64	8	and	and	CCONJ
epaa-3037	64	9	policy	policy	NOUN
epaa-3037	64	10	used	use	VERB
epaa-3037	64	11	the	the	DET
epaa-3037	64	12	data	datum	NOUN
epaa-3037	64	13	collected	collect	VERB
epaa-3037	64	14	from	from	ADP
epaa-3037	64	15	surveys	survey	NOUN
epaa-3037	64	16	,	,	PUNCT
epaa-3037	64	17	including	include	VERB
epaa-3037	64	18	the	the	DET
epaa-3037	64	19	ednext	ednext	ADJ
epaa-3037	64	20	annual	annual	ADJ
epaa-3037	64	21	survey	survey	NOUN
epaa-3037	64	22	of	of	ADP
epaa-3037	64	23	american	american	ADJ
epaa-3037	64	24	public	public	ADJ
epaa-3037	64	25	opinion	opinion	NOUN
epaa-3037	64	26	on	on	ADP
epaa-3037	64	27	education	education	NOUN
epaa-3037	64	28	(	(	PUNCT
epaa-3037	64	29	peterson	peterson	PROPN
epaa-3037	64	30	,	,	PUNCT
epaa-3037	64	31	henderson	henderson	PROPN
epaa-3037	64	32	,	,	PUNCT
epaa-3037	64	33	west	west	PROPN
epaa-3037	64	34	,	,	PUNCT
epaa-3037	64	35	&	&	CCONJ
epaa-3037	64	36	barrows	barrow	NOUN
epaa-3037	64	37	,	,	PUNCT
epaa-3037	64	38	2017	2017	NUM
epaa-3037	64	39	)	)	PUNCT
epaa-3037	64	40	,	,	PUNCT
epaa-3037	64	41	the	the	DET
epaa-3037	64	42	survey	survey	NOUN
epaa-3037	64	43	administered	administer	VERB
epaa-3037	64	44	to	to	ADP
epaa-3037	64	45	the	the	DET
epaa-3037	64	46	members	member	NOUN
epaa-3037	64	47	of	of	ADP
epaa-3037	64	48	yougov	yougov	ADJ
epaa-3037	64	49	—	—	PUNCT
epaa-3037	64	50	a	a	DET
epaa-3037	64	51	company	company	NOUN
epaa-3037	64	52	conducting	conduct	VERB
epaa-3037	64	53	academic	academic	ADJ
epaa-3037	64	54	education	education	NOUN
epaa-3037	64	55	policy	policy	NOUN
epaa-3037	64	56	research	research	NOUN
epaa-3037	64	57	in	in	ADP
epaa-3037	64	58	the	the	DET
epaa-3037	64	59	big	big	ADJ
epaa-3037	64	60	data	data	PROPN
epaa-3037	64	61	era	era	NOUN
epaa-3037	64	62	5	5	NUM
epaa-3037	64	63	survey	survey	NOUN
epaa-3037	64	64	research	research	NOUN
epaa-3037	64	65	and	and	CCONJ
epaa-3037	64	66	online	online	ADJ
epaa-3037	64	67	political	political	ADJ
epaa-3037	64	68	polling	polling	NOUN
epaa-3037	64	69	(	(	PUNCT
epaa-3037	64	70	valant	valant	NOUN
epaa-3037	64	71	&	&	CCONJ
epaa-3037	64	72	newark	newark	PROPN
epaa-3037	64	73	,	,	PUNCT
epaa-3037	64	74	2016	2016	NUM
epaa-3037	64	75	)	)	PUNCT
epaa-3037	64	76	,	,	PUNCT
epaa-3037	64	77	and	and	CCONJ
epaa-3037	64	78	the	the	DET
epaa-3037	64	79	survey	survey	NOUN
epaa-3037	64	80	fielded	field	VERB
epaa-3037	64	81	by	by	ADP
epaa-3037	64	82	knowledge	knowledge	NOUN
epaa-3037	64	83	networks	network	NOUN
epaa-3037	64	84	to	to	ADP
epaa-3037	64	85	a	a	DET
epaa-3037	64	86	sample	sample	NOUN
epaa-3037	64	87	representative	representative	NOUN
epaa-3037	64	88	of	of	ADP
epaa-3037	64	89	the	the	DET
epaa-3037	64	90	u.s	u.s	PROPN
epaa-3037	64	91	.	.	PROPN
epaa-3037	64	92	population	population	NOUN
epaa-3037	64	93	to	to	PART
epaa-3037	64	94	study	study	VERB
epaa-3037	64	95	the	the	DET
epaa-3037	64	96	effect	effect	NOUN
epaa-3037	64	97	of	of	ADP
epaa-3037	64	98	school	school	NOUN
epaa-3037	64	99	report	report	NOUN
epaa-3037	64	100	card	card	NOUN
epaa-3037	64	101	formats	format	NOUN
epaa-3037	64	102	on	on	ADP
epaa-3037	64	103	public	public	ADJ
epaa-3037	64	104	opinion	opinion	NOUN
epaa-3037	64	105	on	on	ADP
epaa-3037	64	106	school	school	NOUN
epaa-3037	64	107	quality	quality	NOUN
epaa-3037	64	108	(	(	PUNCT
epaa-3037	64	109	jacobsen	jacobsen	PROPN
epaa-3037	64	110	,	,	PUNCT
epaa-3037	64	111	snyder	snyder	PROPN
epaa-3037	64	112	,	,	PUNCT
epaa-3037	64	113	&	&	CCONJ
epaa-3037	64	114	saultz	saultz	PROPN
epaa-3037	64	115	,	,	PUNCT
epaa-3037	64	116	2014	2014	NUM
epaa-3037	64	117	)	)	PUNCT
epaa-3037	64	118	.	.	PUNCT
epaa-3037	65	1	in	in	ADP
epaa-3037	65	2	the	the	DET
epaa-3037	65	3	big	big	ADJ
epaa-3037	65	4	data	data	PROPN
epaa-3037	65	5	era	era	NOUN
epaa-3037	65	6	,	,	PUNCT
epaa-3037	65	7	in	in	ADP
epaa-3037	65	8	addition	addition	NOUN
epaa-3037	65	9	to	to	AUX
epaa-3037	65	10	survey	survey	VERB
epaa-3037	65	11	data	datum	NOUN
epaa-3037	65	12	,	,	PUNCT
epaa-3037	65	13	a	a	DET
epaa-3037	65	14	growing	grow	VERB
epaa-3037	65	15	number	number	NOUN
epaa-3037	65	16	of	of	ADP
epaa-3037	65	17	studies	study	NOUN
epaa-3037	65	18	have	have	AUX
epaa-3037	65	19	examined	examine	VERB
epaa-3037	65	20	public	public	ADJ
epaa-3037	65	21	opinion	opinion	NOUN
epaa-3037	65	22	on	on	ADP
epaa-3037	65	23	policy	policy	NOUN
epaa-3037	65	24	issues	issue	NOUN
epaa-3037	65	25	using	use	VERB
epaa-3037	65	26	social	social	ADJ
epaa-3037	65	27	media	medium	NOUN
epaa-3037	65	28	data	datum	NOUN
epaa-3037	65	29	—	—	PUNCT
epaa-3037	65	30	the	the	DET
epaa-3037	65	31	data	datum	NOUN
epaa-3037	65	32	generated	generate	VERB
epaa-3037	65	33	by	by	ADP
epaa-3037	65	34	the	the	DET
epaa-3037	65	35	digital	digital	ADJ
epaa-3037	65	36	public	public	NOUN
epaa-3037	65	37	as	as	SCONJ
epaa-3037	65	38	they	they	PRON
epaa-3037	65	39	discuss	discuss	VERB
epaa-3037	65	40	policy	policy	NOUN
epaa-3037	65	41	issues	issue	NOUN
epaa-3037	65	42	on	on	ADP
epaa-3037	65	43	social	social	ADJ
epaa-3037	65	44	media	medium	NOUN
epaa-3037	65	45	.	.	PUNCT
epaa-3037	66	1	a	a	DET
epaa-3037	66	2	few	few	ADJ
epaa-3037	66	3	examples	example	NOUN
epaa-3037	66	4	could	could	AUX
epaa-3037	66	5	suffice	suffice	VERB
epaa-3037	66	6	.	.	PUNCT
epaa-3037	67	1	over	over	ADP
epaa-3037	67	2	120,000	120,000	NUM
epaa-3037	67	3	tweets	tweet	NOUN
epaa-3037	67	4	were	be	AUX
epaa-3037	67	5	collected	collect	VERB
epaa-3037	67	6	to	to	PART
epaa-3037	67	7	examine	examine	VERB
epaa-3037	67	8	public	public	ADJ
epaa-3037	67	9	opinion	opinion	NOUN
epaa-3037	67	10	on	on	ADP
epaa-3037	67	11	health	health	NOUN
epaa-3037	67	12	reform	reform	NOUN
epaa-3037	67	13	(	(	PUNCT
epaa-3037	67	14	king	king	NOUN
epaa-3037	67	15	et	et	PROPN
epaa-3037	67	16	al	al	PROPN
epaa-3037	67	17	.	.	PROPN
epaa-3037	67	18	,	,	PUNCT
epaa-3037	67	19	2013	2013	NUM
epaa-3037	67	20	)	)	PUNCT
epaa-3037	67	21	.	.	PUNCT
epaa-3037	68	1	chung	chung	PROPN
epaa-3037	68	2	and	and	CCONJ
epaa-3037	68	3	zeng	zeng	PROPN
epaa-3037	68	4	(	(	PUNCT
epaa-3037	68	5	2015	2015	NUM
epaa-3037	68	6	)	)	PUNCT
epaa-3037	68	7	developed	develop	VERB
epaa-3037	68	8	a	a	DET
epaa-3037	68	9	system	system	NOUN
epaa-3037	68	10	called	call	VERB
epaa-3037	68	11	‘	'	PUNCT
epaa-3037	68	12	imood	imood	NOUN
epaa-3037	68	13	’	'	PUNCT
epaa-3037	68	14	to	to	PART
epaa-3037	68	15	identify	identify	VERB
epaa-3037	68	16	opinion	opinion	NOUN
epaa-3037	68	17	leaders	leader	NOUN
epaa-3037	68	18	,	,	PUNCT
epaa-3037	68	19	influential	influential	ADJ
epaa-3037	68	20	users	user	NOUN
epaa-3037	68	21	,	,	PUNCT
epaa-3037	68	22	and	and	CCONJ
epaa-3037	68	23	community	community	NOUN
epaa-3037	68	24	activists	activist	NOUN
epaa-3037	68	25	on	on	ADP
epaa-3037	68	26	the	the	DET
epaa-3037	68	27	u.s	u.s	PROPN
epaa-3037	68	28	.	.	PROPN
epaa-3037	68	29	immigration	immigration	NOUN
epaa-3037	68	30	policy	policy	NOUN
epaa-3037	68	31	by	by	ADP
epaa-3037	68	32	analyzing	analyze	VERB
epaa-3037	68	33	about	about	ADV
epaa-3037	68	34	one	one	NUM
epaa-3037	68	35	million	million	NUM
epaa-3037	68	36	tweets	tweet	NOUN
epaa-3037	68	37	.	.	PUNCT
epaa-3037	69	1	whitman	whitman	NOUN
epaa-3037	69	2	(	(	PUNCT
epaa-3037	69	3	2015	2015	NUM
epaa-3037	69	4	)	)	PUNCT
epaa-3037	69	5	detailed	detail	VERB
epaa-3037	69	6	how	how	SCONJ
epaa-3037	69	7	the	the	DET
epaa-3037	69	8	data	datum	NOUN
epaa-3037	69	9	from	from	ADP
epaa-3037	69	10	twitter	twitter	NOUN
epaa-3037	69	11	and	and	CCONJ
epaa-3037	69	12	the	the	DET
epaa-3037	69	13	google	google	PROPN
epaa-3037	69	14	trends	trend	NOUN
epaa-3037	69	15	were	be	AUX
epaa-3037	69	16	used	use	VERB
epaa-3037	69	17	to	to	PART
epaa-3037	69	18	measure	measure	VERB
epaa-3037	69	19	public	public	ADJ
epaa-3037	69	20	opinion	opinion	NOUN
epaa-3037	69	21	on	on	ADP
epaa-3037	69	22	the	the	DET
epaa-3037	69	23	u.s	u.s	PROPN
epaa-3037	69	24	.	.	PROPN
epaa-3037	69	25	space	space	NOUN
epaa-3037	69	26	policy	policy	NOUN
epaa-3037	69	27	.	.	PUNCT
epaa-3037	70	1	reddicka	reddicka	PROPN
epaa-3037	70	2	,	,	PUNCT
epaa-3037	70	3	chatfieldb	chatfieldb	ADJ
epaa-3037	70	4	and	and	CCONJ
epaa-3037	70	5	jaramilloa	jaramilloa	PROPN
epaa-3037	70	6	(	(	PUNCT
epaa-3037	70	7	2015	2015	NUM
epaa-3037	70	8	)	)	PUNCT
epaa-3037	70	9	examined	examine	VERB
epaa-3037	70	10	public	public	ADJ
epaa-3037	70	11	opinion	opinion	NOUN
epaa-3037	70	12	on	on	ADP
epaa-3037	70	13	national	national	ADJ
epaa-3037	70	14	security	security	NOUN
epaa-3037	70	15	agency	agency	NOUN
epaa-3037	70	16	massive	massive	ADJ
epaa-3037	70	17	surveillance	surveillance	NOUN
epaa-3037	70	18	programs	program	NOUN
epaa-3037	70	19	of	of	ADP
epaa-3037	70	20	americans	americans	PROPN
epaa-3037	70	21	through	through	ADP
epaa-3037	70	22	a	a	DET
epaa-3037	70	23	critical	critical	ADJ
epaa-3037	70	24	discourse	discourse	NOUN
epaa-3037	70	25	analysis	analysis	NOUN
epaa-3037	70	26	of	of	ADP
epaa-3037	70	27	tweets	tweet	NOUN
epaa-3037	70	28	along	along	ADP
epaa-3037	70	29	with	with	ADP
epaa-3037	70	30	the	the	DET
epaa-3037	70	31	survey	survey	NOUN
epaa-3037	70	32	data	datum	NOUN
epaa-3037	70	33	collected	collect	VERB
epaa-3037	70	34	from	from	ADP
epaa-3037	70	35	a	a	DET
epaa-3037	70	36	randomly	randomly	ADV
epaa-3037	70	37	sampled	sample	VERB
epaa-3037	70	38	public	public	ADJ
epaa-3037	70	39	opinion	opinion	NOUN
epaa-3037	70	40	poll	poll	NOUN
epaa-3037	70	41	of	of	ADP
epaa-3037	70	42	americans	americans	PROPN
epaa-3037	70	43	.	.	PUNCT
epaa-3037	71	1	in	in	ADP
epaa-3037	71	2	addition	addition	NOUN
epaa-3037	71	3	to	to	ADP
epaa-3037	71	4	social	social	ADJ
epaa-3037	71	5	media	medium	NOUN
epaa-3037	71	6	data	datum	NOUN
epaa-3037	71	7	,	,	PUNCT
epaa-3037	71	8	researchers	researcher	NOUN
epaa-3037	71	9	have	have	AUX
epaa-3037	71	10	been	be	AUX
epaa-3037	71	11	exploring	explore	VERB
epaa-3037	71	12	how	how	SCONJ
epaa-3037	71	13	to	to	PART
epaa-3037	71	14	use	use	VERB
epaa-3037	71	15	other	other	ADJ
epaa-3037	71	16	sources	source	NOUN
epaa-3037	71	17	of	of	ADP
epaa-3037	71	18	big	big	ADJ
epaa-3037	71	19	data	datum	NOUN
epaa-3037	71	20	,	,	PUNCT
epaa-3037	71	21	such	such	ADJ
epaa-3037	71	22	as	as	ADP
epaa-3037	71	23	mobile	mobile	ADJ
epaa-3037	71	24	phone	phone	NOUN
epaa-3037	71	25	metadata	metadata	NOUN
epaa-3037	71	26	and	and	CCONJ
epaa-3037	71	27	satellite	satellite	NOUN
epaa-3037	71	28	images	image	NOUN
epaa-3037	71	29	.	.	PUNCT
epaa-3037	72	1	toole	toole	PROPN
epaa-3037	72	2	and	and	CCONJ
epaa-3037	72	3	his	his	PRON
epaa-3037	72	4	team	team	NOUN
epaa-3037	72	5	demonstrated	demonstrate	VERB
epaa-3037	72	6	the	the	DET
epaa-3037	72	7	potential	potential	NOUN
epaa-3037	72	8	of	of	ADP
epaa-3037	72	9	using	use	VERB
epaa-3037	72	10	mobile	mobile	ADJ
epaa-3037	72	11	phone	phone	NOUN
epaa-3037	72	12	metadata	metadata	NOUN
epaa-3037	72	13	to	to	PART
epaa-3037	72	14	improve	improve	VERB
epaa-3037	72	15	the	the	DET
epaa-3037	72	16	forecasts	forecast	NOUN
epaa-3037	72	17	of	of	ADP
epaa-3037	72	18	critical	critical	ADJ
epaa-3037	72	19	economic	economic	ADJ
epaa-3037	72	20	indicators	indicator	NOUN
epaa-3037	72	21	for	for	ADP
epaa-3037	72	22	governments	government	NOUN
epaa-3037	72	23	’	'	PUNCT
epaa-3037	72	24	policymaking	policymaking	NOUN
epaa-3037	72	25	(	(	PUNCT
epaa-3037	72	26	toole	toole	PROPN
epaa-3037	72	27	et	et	PROPN
epaa-3037	72	28	al	al	PROPN
epaa-3037	72	29	.	.	PROPN
epaa-3037	72	30	,	,	PUNCT
epaa-3037	72	31	2015	2015	NUM
epaa-3037	72	32	)	)	PUNCT
epaa-3037	72	33	.	.	PUNCT
epaa-3037	73	1	toole	toole	PROPN
epaa-3037	73	2	et	et	PROPN
epaa-3037	73	3	al	al	PROPN
epaa-3037	73	4	.	.	PROPN
epaa-3037	73	5	used	use	VERB
epaa-3037	73	6	the	the	DET
epaa-3037	73	7	mobile	mobile	ADJ
epaa-3037	73	8	phone	phone	NOUN
epaa-3037	73	9	metadata	metadata	NOUN
epaa-3037	73	10	(	(	PUNCT
epaa-3037	73	11	e.g.	e.g.	ADV
epaa-3037	73	12	,	,	PUNCT
epaa-3037	73	13	who	who	PRON
epaa-3037	73	14	called	call	VERB
epaa-3037	73	15	whom	whom	PRON
epaa-3037	73	16	,	,	PUNCT
epaa-3037	73	17	the	the	DET
epaa-3037	73	18	location	location	NOUN
epaa-3037	73	19	of	of	ADP
epaa-3037	73	20	the	the	DET
epaa-3037	73	21	cell	cell	NOUN
epaa-3037	73	22	towers	tower	NOUN
epaa-3037	73	23	through	through	ADP
epaa-3037	73	24	which	which	PRON
epaa-3037	73	25	the	the	DET
epaa-3037	73	26	calls	call	NOUN
epaa-3037	73	27	were	be	AUX
epaa-3037	73	28	made	make	VERB
epaa-3037	73	29	,	,	PUNCT
epaa-3037	73	30	the	the	DET
epaa-3037	73	31	time	time	NOUN
epaa-3037	73	32	of	of	ADP
epaa-3037	73	33	the	the	DET
epaa-3037	73	34	calls	call	NOUN
epaa-3037	73	35	,	,	PUNCT
epaa-3037	73	36	the	the	DET
epaa-3037	73	37	total	total	ADJ
epaa-3037	73	38	number	number	NOUN
epaa-3037	73	39	of	of	ADP
epaa-3037	73	40	calls	call	NOUN
epaa-3037	73	41	,	,	PUNCT
epaa-3037	73	42	and	and	CCONJ
epaa-3037	73	43	the	the	DET
epaa-3037	73	44	number	number	NOUN
epaa-3037	73	45	of	of	ADP
epaa-3037	73	46	incoming	incoming	ADJ
epaa-3037	73	47	and	and	CCONJ
epaa-3037	73	48	outgoing	outgoing	ADJ
epaa-3037	73	49	calls	call	NOUN
epaa-3037	73	50	)	)	PUNCT
epaa-3037	73	51	as	as	ADP
epaa-3037	73	52	a	a	DET
epaa-3037	73	53	proxy	proxy	NOUN
epaa-3037	73	54	to	to	PART
epaa-3037	73	55	detect	detect	VERB
epaa-3037	73	56	the	the	DET
epaa-3037	73	57	changes	change	NOUN
epaa-3037	73	58	in	in	ADP
epaa-3037	73	59	mobility	mobility	NOUN
epaa-3037	73	60	and	and	CCONJ
epaa-3037	73	61	social	social	ADJ
epaa-3037	73	62	interactions	interaction	NOUN
epaa-3037	73	63	caused	cause	VERB
epaa-3037	73	64	by	by	ADP
epaa-3037	73	65	layoffs	layoff	NOUN
epaa-3037	73	66	,	,	PUNCT
epaa-3037	73	67	and	and	CCONJ
epaa-3037	73	68	then	then	ADV
epaa-3037	73	69	predicted	predict	VERB
epaa-3037	73	70	the	the	DET
epaa-3037	73	71	aggregated	aggregate	VERB
epaa-3037	73	72	unemployment	unemployment	NOUN
epaa-3037	73	73	rates	rate	NOUN
epaa-3037	73	74	months	month	NOUN
epaa-3037	73	75	before	before	SCONJ
epaa-3037	73	76	the	the	DET
epaa-3037	73	77	official	official	ADJ
epaa-3037	73	78	reports	report	NOUN
epaa-3037	73	79	were	be	AUX
epaa-3037	73	80	released	release	VERB
epaa-3037	73	81	.	.	PUNCT
epaa-3037	74	1	moreover	moreover	ADV
epaa-3037	74	2	,	,	PUNCT
epaa-3037	74	3	to	to	PART
epaa-3037	74	4	leverage	leverage	VERB
epaa-3037	74	5	the	the	DET
epaa-3037	74	6	value	value	NOUN
epaa-3037	74	7	of	of	ADP
epaa-3037	74	8	image	image	NOUN
epaa-3037	74	9	data	datum	NOUN
epaa-3037	74	10	,	,	PUNCT
epaa-3037	74	11	a	a	DET
epaa-3037	74	12	novel	novel	ADJ
epaa-3037	74	13	approach	approach	NOUN
epaa-3037	74	14	is	be	AUX
epaa-3037	74	15	to	to	PART
epaa-3037	74	16	use	use	VERB
epaa-3037	74	17	satellite	satellite	NOUN
epaa-3037	74	18	-	-	PUNCT
epaa-3037	74	19	recorded	record	VERB
epaa-3037	74	20	nighttime	nighttime	NOUN
epaa-3037	74	21	lights	light	NOUN
epaa-3037	74	22	to	to	PART
epaa-3037	74	23	estimate	estimate	VERB
epaa-3037	74	24	the	the	DET
epaa-3037	74	25	poverty	poverty	NOUN
epaa-3037	74	26	and	and	CCONJ
epaa-3037	74	27	economic	economic	ADJ
epaa-3037	74	28	growth	growth	NOUN
epaa-3037	74	29	(	(	PUNCT
epaa-3037	74	30	henderson	henderson	PROPN
epaa-3037	74	31	,	,	PUNCT
epaa-3037	74	32	storeygard	storeygard	PROPN
epaa-3037	74	33	,	,	PUNCT
epaa-3037	74	34	&	&	CCONJ
epaa-3037	74	35	weil	weil	PROPN
epaa-3037	74	36	,	,	PUNCT
epaa-3037	74	37	2012	2012	NUM
epaa-3037	74	38	;	;	PUNCT
epaa-3037	74	39	pinkovskiy	pinkovskiy	PROPN
epaa-3037	74	40	&	&	CCONJ
epaa-3037	74	41	sala	sala	PROPN
epaa-3037	74	42	-	-	PUNCT
epaa-3037	74	43	i	i	PROPN
epaa-3037	74	44	-	-	PUNCT
epaa-3037	74	45	martin	martin	PROPN
epaa-3037	74	46	,	,	PUNCT
epaa-3037	74	47	2015	2015	NUM
epaa-3037	74	48	;	;	PUNCT
epaa-3037	74	49	xie	xie	PROPN
epaa-3037	74	50	,	,	PUNCT
epaa-3037	74	51	jean	jean	PROPN
epaa-3037	74	52	,	,	PUNCT
epaa-3037	74	53	burke	burke	PROPN
epaa-3037	74	54	,	,	PUNCT
epaa-3037	74	55	lobell	lobell	PROPN
epaa-3037	74	56	,	,	PUNCT
epaa-3037	74	57	&	&	CCONJ
epaa-3037	74	58	ermon	ermon	PROPN
epaa-3037	74	59	,	,	PUNCT
epaa-3037	74	60	2016	2016	NUM
epaa-3037	74	61	)	)	PUNCT
epaa-3037	74	62	.	.	PUNCT
epaa-3037	75	1	suffice	suffice	VERB
epaa-3037	75	2	it	it	PRON
epaa-3037	75	3	to	to	PART
epaa-3037	75	4	say	say	VERB
epaa-3037	75	5	,	,	PUNCT
epaa-3037	75	6	these	these	DET
epaa-3037	75	7	examples	example	NOUN
epaa-3037	75	8	present	present	VERB
epaa-3037	75	9	the	the	DET
epaa-3037	75	10	tantalizing	tantalizing	ADJ
epaa-3037	75	11	potential	potential	NOUN
epaa-3037	75	12	of	of	ADP
epaa-3037	75	13	using	use	VERB
epaa-3037	75	14	big	big	ADJ
epaa-3037	75	15	data	datum	NOUN
epaa-3037	75	16	in	in	ADP
epaa-3037	75	17	education	education	NOUN
epaa-3037	75	18	policy	policy	NOUN
epaa-3037	75	19	research	research	NOUN
epaa-3037	75	20	.	.	PUNCT
epaa-3037	76	1	high	high	ADJ
epaa-3037	76	2	velocity	velocity	NOUN
epaa-3037	76	3	the	the	DET
epaa-3037	76	4	third	third	ADJ
epaa-3037	76	5	feature	feature	NOUN
epaa-3037	76	6	of	of	ADP
epaa-3037	76	7	big	big	ADJ
epaa-3037	76	8	data	datum	NOUN
epaa-3037	76	9	is	be	AUX
epaa-3037	76	10	high	high	ADJ
epaa-3037	76	11	velocity	velocity	NOUN
epaa-3037	76	12	:	:	PUNCT
epaa-3037	76	13	the	the	DET
epaa-3037	76	14	high	high	ADJ
epaa-3037	76	15	speed	speed	NOUN
epaa-3037	76	16	of	of	ADP
epaa-3037	76	17	data	datum	NOUN
epaa-3037	76	18	generation	generation	NOUN
epaa-3037	76	19	.	.	PUNCT
epaa-3037	77	1	unlike	unlike	ADP
epaa-3037	77	2	survey	survey	NOUN
epaa-3037	77	3	datawhich	datawhich	PRON
epaa-3037	77	4	are	be	AUX
epaa-3037	77	5	generated	generate	VERB
epaa-3037	77	6	periodically	periodically	ADV
epaa-3037	77	7	whenever	whenever	SCONJ
epaa-3037	77	8	the	the	DET
epaa-3037	77	9	survey	survey	NOUN
epaa-3037	77	10	is	be	AUX
epaa-3037	77	11	administered	administer	VERB
epaa-3037	77	12	,	,	PUNCT
epaa-3037	77	13	much	much	ADJ
epaa-3037	77	14	of	of	ADP
epaa-3037	77	15	the	the	DET
epaa-3037	77	16	big	big	ADJ
epaa-3037	77	17	data	datum	NOUN
epaa-3037	77	18	—	—	PUNCT
epaa-3037	77	19	such	such	ADJ
epaa-3037	77	20	as	as	ADP
epaa-3037	77	21	web	web	NOUN
epaa-3037	77	22	browsing	browsing	NOUN
epaa-3037	77	23	,	,	PUNCT
epaa-3037	77	24	facebook	facebook	PROPN
epaa-3037	77	25	status	status	NOUN
epaa-3037	77	26	updates	update	VERB
epaa-3037	77	27	,	,	PUNCT
epaa-3037	77	28	youtube	youtube	NOUN
epaa-3037	77	29	videos	video	NOUN
epaa-3037	77	30	,	,	PUNCT
epaa-3037	77	31	phone	phone	NOUN
epaa-3037	77	32	call	call	NOUN
epaa-3037	77	33	logs	log	NOUN
epaa-3037	77	34	—	—	PUNCT
epaa-3037	77	35	are	be	AUX
epaa-3037	77	36	generated	generate	VERB
epaa-3037	77	37	in	in	ADP
epaa-3037	77	38	a	a	DET
epaa-3037	77	39	constant	constant	ADJ
epaa-3037	77	40	stream	stream	NOUN
epaa-3037	77	41	.	.	PUNCT
epaa-3037	78	1	high	high	ADJ
epaa-3037	78	2	-	-	PUNCT
epaa-3037	78	3	velocity	velocity	NOUN
epaa-3037	78	4	streaming	streaming	NOUN
epaa-3037	78	5	data	datum	NOUN
epaa-3037	78	6	pose	pose	VERB
epaa-3037	78	7	both	both	DET
epaa-3037	78	8	methodological	methodological	ADJ
epaa-3037	78	9	challenges	challenge	NOUN
epaa-3037	78	10	and	and	CCONJ
epaa-3037	78	11	opportunities	opportunity	NOUN
epaa-3037	78	12	of	of	ADP
epaa-3037	78	13	processing	process	VERB
epaa-3037	78	14	the	the	DET
epaa-3037	78	15	constant	constant	ADJ
epaa-3037	78	16	incoming	incoming	ADJ
epaa-3037	78	17	data	datum	NOUN
epaa-3037	78	18	,	,	PUNCT
epaa-3037	78	19	particularly	particularly	ADV
epaa-3037	78	20	processing	process	VERB
epaa-3037	78	21	data	datum	NOUN
epaa-3037	78	22	in	in	ADP
epaa-3037	78	23	a	a	DET
epaa-3037	78	24	timely	timely	ADJ
epaa-3037	78	25	fashion	fashion	NOUN
epaa-3037	78	26	,	,	PUNCT
epaa-3037	78	27	so	so	SCONJ
epaa-3037	78	28	that	that	SCONJ
epaa-3037	78	29	the	the	DET
epaa-3037	78	30	data	datum	NOUN
epaa-3037	78	31	can	can	AUX
epaa-3037	78	32	be	be	AUX
epaa-3037	78	33	analyzed	analyze	VERB
epaa-3037	78	34	in	in	ADP
epaa-3037	78	35	real	real	ADJ
epaa-3037	78	36	-	-	PUNCT
epaa-3037	78	37	time	time	NOUN
epaa-3037	78	38	or	or	CCONJ
epaa-3037	78	39	near	near	ADP
epaa-3037	78	40	real	real	ADJ
epaa-3037	78	41	-	-	PUNCT
epaa-3037	78	42	time	time	NOUN
epaa-3037	78	43	.	.	PUNCT
epaa-3037	79	1	for	for	ADP
epaa-3037	79	2	instance	instance	NOUN
epaa-3037	79	3	,	,	PUNCT
epaa-3037	79	4	a	a	DET
epaa-3037	79	5	group	group	NOUN
epaa-3037	79	6	of	of	ADP
epaa-3037	79	7	researchers	researcher	NOUN
epaa-3037	79	8	capitalized	capitalize	VERB
epaa-3037	79	9	on	on	ADP
epaa-3037	79	10	the	the	DET
epaa-3037	79	11	simplicity	simplicity	NOUN
epaa-3037	79	12	(	(	PUNCT
epaa-3037	79	13	i.e.	i.e.	X
epaa-3037	79	14	,	,	PUNCT
epaa-3037	79	15	no	no	DET
epaa-3037	79	16	more	more	ADJ
epaa-3037	79	17	than	than	ADP
epaa-3037	79	18	140	140	NUM
epaa-3037	79	19	characters	character	NOUN
epaa-3037	79	20	)	)	PUNCT
epaa-3037	79	21	and	and	CCONJ
epaa-3037	79	22	immediacy	immediacy	NOUN
epaa-3037	79	23	features	feature	NOUN
epaa-3037	79	24	of	of	ADP
epaa-3037	79	25	tweets	tweet	NOUN
epaa-3037	79	26	to	to	PART
epaa-3037	79	27	detect	detect	VERB
epaa-3037	79	28	the	the	DET
epaa-3037	79	29	traffic	traffic	NOUN
epaa-3037	79	30	events	event	NOUN
epaa-3037	79	31	in	in	ADP
epaa-3037	79	32	urban	urban	ADJ
epaa-3037	79	33	areas	area	NOUN
epaa-3037	79	34	(	(	PUNCT
epaa-3037	79	35	gutierrez	gutierrez	PROPN
epaa-3037	79	36	,	,	PUNCT
epaa-3037	79	37	figuerias	figuerias	PROPN
epaa-3037	79	38	,	,	PUNCT
epaa-3037	79	39	oliveira	oliveira	PROPN
epaa-3037	79	40	,	,	PUNCT
epaa-3037	79	41	costa	costa	PROPN
epaa-3037	79	42	,	,	PUNCT
epaa-3037	79	43	&	&	CCONJ
epaa-3037	79	44	jardimgoncalves	jardimgoncalve	NOUN
epaa-3037	79	45	,	,	PUNCT
epaa-3037	79	46	2015	2015	NUM
epaa-3037	79	47	)	)	PUNCT
epaa-3037	79	48	.	.	PUNCT
epaa-3037	80	1	in	in	ADP
epaa-3037	80	2	education	education	NOUN
epaa-3037	80	3	policy	policy	NOUN
epaa-3037	80	4	research	research	NOUN
epaa-3037	80	5	,	,	PUNCT
epaa-3037	80	6	a	a	DET
epaa-3037	80	7	common	common	ADJ
epaa-3037	80	8	limitation	limitation	NOUN
epaa-3037	80	9	is	be	AUX
epaa-3037	80	10	the	the	DET
epaa-3037	80	11	time	time	NOUN
epaa-3037	80	12	lag	lag	NOUN
epaa-3037	80	13	of	of	ADP
epaa-3037	80	14	months	month	NOUN
epaa-3037	80	15	,	,	PUNCT
epaa-3037	80	16	if	if	SCONJ
epaa-3037	80	17	not	not	PART
epaa-3037	80	18	years	year	NOUN
epaa-3037	80	19	,	,	PUNCT
epaa-3037	80	20	between	between	ADP
epaa-3037	80	21	data	datum	NOUN
epaa-3037	80	22	collection	collection	NOUN
epaa-3037	80	23	and	and	CCONJ
epaa-3037	80	24	result	result	NOUN
epaa-3037	80	25	report	report	NOUN
epaa-3037	80	26	.	.	PUNCT
epaa-3037	81	1	in	in	ADP
epaa-3037	81	2	the	the	DET
epaa-3037	81	3	big	big	ADJ
epaa-3037	81	4	data	data	PROPN
epaa-3037	81	5	era	era	NOUN
epaa-3037	81	6	,	,	PUNCT
epaa-3037	81	7	one	one	NUM
epaa-3037	81	8	solution	solution	NOUN
epaa-3037	81	9	to	to	ADP
epaa-3037	81	10	the	the	DET
epaa-3037	81	11	time	time	NOUN
epaa-3037	81	12	lag	lag	NOUN
epaa-3037	81	13	limitation	limitation	NOUN
epaa-3037	81	14	is	be	AUX
epaa-3037	81	15	to	to	PART
epaa-3037	81	16	capitalize	capitalize	VERB
epaa-3037	81	17	on	on	ADP
epaa-3037	81	18	diverse	diverse	ADJ
epaa-3037	81	19	data	datum	NOUN
epaa-3037	81	20	sources	source	NOUN
epaa-3037	81	21	and	and	CCONJ
epaa-3037	81	22	automate	automate	ADJ
epaa-3037	81	23	or	or	CCONJ
epaa-3037	81	24	semi	semi	ADJ
epaa-3037	81	25	-	-	ADJ
epaa-3037	81	26	automate	automate	ADJ
epaa-3037	81	27	data	datum	NOUN
epaa-3037	81	28	processing	processing	NOUN
epaa-3037	81	29	,	,	PUNCT
epaa-3037	81	30	analysis	analysis	NOUN
epaa-3037	81	31	,	,	PUNCT
epaa-3037	81	32	and	and	CCONJ
epaa-3037	81	33	visualization	visualization	NOUN
epaa-3037	81	34	,	,	PUNCT
epaa-3037	81	35	so	so	SCONJ
epaa-3037	81	36	that	that	SCONJ
epaa-3037	81	37	raw	raw	ADJ
epaa-3037	81	38	data	datum	NOUN
epaa-3037	81	39	can	can	AUX
epaa-3037	81	40	be	be	AUX
epaa-3037	81	41	processed	process	VERB
epaa-3037	81	42	,	,	PUNCT
epaa-3037	81	43	analyzed	analyze	VERB
epaa-3037	81	44	,	,	PUNCT
epaa-3037	81	45	reported	report	VERB
epaa-3037	81	46	,	,	PUNCT
epaa-3037	81	47	and	and	CCONJ
epaa-3037	81	48	visualized	visualize	VERB
epaa-3037	81	49	in	in	ADP
epaa-3037	81	50	a	a	DET
epaa-3037	81	51	timely	timely	ADJ
epaa-3037	81	52	manner	manner	NOUN
epaa-3037	81	53	to	to	PART
epaa-3037	81	54	inform	inform	VERB
epaa-3037	81	55	education	education	NOUN
epaa-3037	81	56	policymaking	policymaking	NOUN
epaa-3037	81	57	,	,	PUNCT
epaa-3037	81	58	implementation	implementation	NOUN
epaa-3037	81	59	,	,	PUNCT
epaa-3037	81	60	and	and	CCONJ
epaa-3037	81	61	evaluation	evaluation	NOUN
epaa-3037	81	62	.	.	PUNCT
epaa-3037	82	1	in	in	ADP
epaa-3037	82	2	fact	fact	NOUN
epaa-3037	82	3	,	,	PUNCT
epaa-3037	82	4	the	the	DET
epaa-3037	82	5	methodological	methodological	ADJ
epaa-3037	82	6	advances	advance	NOUN
epaa-3037	82	7	in	in	ADP
epaa-3037	82	8	real	real	ADJ
epaa-3037	82	9	-	-	PUNCT
epaa-3037	82	10	time	time	NOUN
epaa-3037	82	11	analytics	analytic	NOUN
epaa-3037	82	12	have	have	AUX
epaa-3037	82	13	been	be	AUX
epaa-3037	82	14	fast	fast	ADV
epaa-3037	82	15	growing	grow	VERB
epaa-3037	82	16	.	.	PUNCT
epaa-3037	83	1	the	the	DET
epaa-3037	83	2	three	three	NUM
epaa-3037	83	3	methodological	methodological	ADJ
epaa-3037	83	4	frontiers	frontier	NOUN
epaa-3037	83	5	introduced	introduce	VERB
epaa-3037	83	6	in	in	ADP
epaa-3037	83	7	the	the	DET
epaa-3037	83	8	following	follow	VERB
epaa-3037	83	9	section	section	NOUN
epaa-3037	83	10	can	can	AUX
epaa-3037	83	11	all	all	PRON
epaa-3037	83	12	be	be	AUX
epaa-3037	83	13	automated	automate	VERB
epaa-3037	83	14	or	or	CCONJ
epaa-3037	83	15	semi	semi	ADV
epaa-3037	83	16	-	-	ADJ
epaa-3037	83	17	automated	automated	ADJ
epaa-3037	83	18	.	.	PUNCT
epaa-3037	84	1	the	the	DET
epaa-3037	84	2	real	real	ADJ
epaa-3037	84	3	-	-	PUNCT
epaa-3037	84	4	time	time	NOUN
epaa-3037	84	5	analytics	analytic	NOUN
epaa-3037	84	6	is	be	AUX
epaa-3037	84	7	definitely	definitely	ADV
epaa-3037	84	8	an	an	DET
epaa-3037	84	9	area	area	NOUN
epaa-3037	84	10	that	that	SCONJ
epaa-3037	84	11	those	those	PRON
epaa-3037	84	12	who	who	PRON
epaa-3037	84	13	are	be	AUX
epaa-3037	84	14	interested	interested	ADJ
epaa-3037	84	15	in	in	ADP
epaa-3037	84	16	using	use	VERB
epaa-3037	84	17	big	big	ADJ
epaa-3037	84	18	data	datum	NOUN
epaa-3037	84	19	in	in	ADP
epaa-3037	84	20	education	education	NOUN
epaa-3037	84	21	policy	policy	NOUN
epaa-3037	84	22	research	research	NOUN
epaa-3037	84	23	should	should	AUX
epaa-3037	84	24	watch	watch	VERB
epaa-3037	84	25	for	for	ADP
epaa-3037	84	26	.	.	PUNCT
epaa-3037	85	1	education	education	NOUN
epaa-3037	85	2	policy	policy	NOUN
epaa-3037	85	3	analysis	analysis	NOUN
epaa-3037	85	4	archives	archive	NOUN
epaa-3037	85	5	vol	vol	NOUN
epaa-3037	85	6	.	.	PUNCT
epaa-3037	86	1	25	25	NUM
epaa-3037	86	2	no	no	NOUN
epaa-3037	86	3	.	.	NOUN
epaa-3037	87	1	94	94	NUM
epaa-3037	87	2	6	6	NUM
epaa-3037	87	3	methodological	methodological	ADJ
epaa-3037	87	4	frontiers	frontier	NOUN
epaa-3037	87	5	in	in	ADP
epaa-3037	87	6	the	the	DET
epaa-3037	87	7	big	big	ADJ
epaa-3037	87	8	data	data	PROPN
epaa-3037	87	9	era	era	NOUN
epaa-3037	87	10	,	,	PUNCT
epaa-3037	87	11	the	the	DET
epaa-3037	87	12	wealth	wealth	NOUN
epaa-3037	87	13	of	of	ADP
epaa-3037	87	14	data	datum	NOUN
epaa-3037	87	15	available	available	ADJ
epaa-3037	87	16	to	to	ADP
epaa-3037	87	17	social	social	ADJ
epaa-3037	87	18	scientists	scientist	NOUN
epaa-3037	87	19	has	have	AUX
epaa-3037	87	20	been	be	AUX
epaa-3037	87	21	considered	consider	VERB
epaa-3037	87	22	as	as	ADP
epaa-3037	87	23	the	the	DET
epaa-3037	87	24	microscope	microscope	NOUN
epaa-3037	87	25	to	to	ADP
epaa-3037	87	26	microbiologists	microbiologist	NOUN
epaa-3037	87	27	(	(	PUNCT
epaa-3037	87	28	king	king	NOUN
epaa-3037	87	29	,	,	PUNCT
epaa-3037	87	30	2011	2011	NUM
epaa-3037	87	31	)	)	PUNCT
epaa-3037	87	32	.	.	PUNCT
epaa-3037	88	1	it	it	PRON
epaa-3037	88	2	is	be	AUX
epaa-3037	88	3	certainly	certainly	ADV
epaa-3037	88	4	appealing	appeal	VERB
epaa-3037	88	5	that	that	SCONJ
epaa-3037	88	6	big	big	ADJ
epaa-3037	88	7	data	datum	NOUN
epaa-3037	88	8	could	could	AUX
epaa-3037	88	9	enrich	enrich	VERB
epaa-3037	88	10	our	our	PRON
epaa-3037	88	11	understanding	understanding	NOUN
epaa-3037	88	12	of	of	ADP
epaa-3037	88	13	social	social	ADJ
epaa-3037	88	14	phenomena	phenomenon	NOUN
epaa-3037	88	15	and	and	CCONJ
epaa-3037	88	16	relevant	relevant	ADJ
epaa-3037	88	17	education	education	NOUN
epaa-3037	88	18	policy	policy	NOUN
epaa-3037	88	19	issues	issue	NOUN
epaa-3037	88	20	.	.	PUNCT
epaa-3037	89	1	yet	yet	CCONJ
epaa-3037	89	2	big	big	ADJ
epaa-3037	89	3	data	datum	NOUN
epaa-3037	89	4	,	,	PUNCT
epaa-3037	89	5	as	as	ADP
epaa-3037	89	6	king	king	NOUN
epaa-3037	89	7	(	(	PUNCT
epaa-3037	89	8	2016	2016	NUM
epaa-3037	89	9	)	)	PUNCT
epaa-3037	89	10	noted	note	VERB
epaa-3037	89	11	,	,	PUNCT
epaa-3037	89	12	“	"	PUNCT
epaa-3037	89	13	is	be	AUX
epaa-3037	89	14	not	not	PART
epaa-3037	89	15	about	about	ADP
epaa-3037	89	16	the	the	DET
epaa-3037	89	17	data	datum	NOUN
epaa-3037	89	18	”	"	PUNCT
epaa-3037	89	19	(	(	PUNCT
epaa-3037	89	20	p.	p.	NOUN
epaa-3037	89	21	iii	iii	NOUN
epaa-3037	89	22	)	)	PUNCT
epaa-3037	89	23	.	.	PUNCT
epaa-3037	90	1	rather	rather	ADV
epaa-3037	90	2	,	,	PUNCT
epaa-3037	90	3	big	big	ADJ
epaa-3037	90	4	data	data	NOUN
epaa-3037	90	5	is	be	AUX
epaa-3037	90	6	about	about	ADP
epaa-3037	90	7	the	the	DET
epaa-3037	90	8	analytics	analytic	NOUN
epaa-3037	90	9	—	—	PUNCT
epaa-3037	90	10	the	the	DET
epaa-3037	90	11	methodological	methodological	ADJ
epaa-3037	90	12	approaches	approach	NOUN
epaa-3037	90	13	that	that	PRON
epaa-3037	90	14	extract	extract	VERB
epaa-3037	90	15	insights	insight	NOUN
epaa-3037	90	16	from	from	ADP
epaa-3037	90	17	large	large	ADJ
epaa-3037	90	18	-	-	PUNCT
epaa-3037	90	19	volume	volume	NOUN
epaa-3037	90	20	,	,	PUNCT
epaa-3037	90	21	wide	wide	ADJ
epaa-3037	90	22	-	-	PUNCT
epaa-3037	90	23	variety	variety	NOUN
epaa-3037	90	24	,	,	PUNCT
epaa-3037	90	25	and	and	CCONJ
epaa-3037	90	26	high	high	ADJ
epaa-3037	90	27	-	-	PUNCT
epaa-3037	90	28	velocity	velocity	NOUN
epaa-3037	90	29	data	datum	NOUN
epaa-3037	90	30	.	.	PUNCT
epaa-3037	91	1	to	to	PART
epaa-3037	91	2	surmount	surmount	VERB
epaa-3037	91	3	the	the	DET
epaa-3037	91	4	methodological	methodological	ADJ
epaa-3037	91	5	challenges	challenge	NOUN
epaa-3037	91	6	brought	bring	VERB
epaa-3037	91	7	by	by	ADP
epaa-3037	91	8	big	big	ADJ
epaa-3037	91	9	data	datum	NOUN
epaa-3037	91	10	,	,	PUNCT
epaa-3037	91	11	emerging	emerge	VERB
epaa-3037	91	12	analytical	analytical	ADJ
epaa-3037	91	13	tools	tool	NOUN
epaa-3037	91	14	have	have	AUX
epaa-3037	91	15	been	be	AUX
epaa-3037	91	16	rapidly	rapidly	ADV
epaa-3037	91	17	developed	develop	VERB
epaa-3037	91	18	at	at	ADP
epaa-3037	91	19	the	the	DET
epaa-3037	91	20	intersection	intersection	NOUN
epaa-3037	91	21	of	of	ADP
epaa-3037	91	22	the	the	DET
epaa-3037	91	23	social	social	ADJ
epaa-3037	91	24	sciences	science	NOUN
epaa-3037	91	25	and	and	CCONJ
epaa-3037	91	26	computer	computer	NOUN
epaa-3037	91	27	science	science	NOUN
epaa-3037	91	28	to	to	PART
epaa-3037	91	29	analyze	analyze	VERB
epaa-3037	91	30	massive	massive	ADJ
epaa-3037	91	31	amounts	amount	NOUN
epaa-3037	91	32	of	of	ADP
epaa-3037	91	33	digital	digital	ADJ
epaa-3037	91	34	data	datum	NOUN
epaa-3037	91	35	(	(	PUNCT
epaa-3037	91	36	alvarez	alvarez	PROPN
epaa-3037	91	37	,	,	PUNCT
epaa-3037	91	38	2016	2016	NUM
epaa-3037	91	39	;	;	PUNCT
epaa-3037	91	40	lazer	lazer	NOUN
epaa-3037	91	41	et	et	NOUN
epaa-3037	91	42	al	al	PROPN
epaa-3037	91	43	.	.	PROPN
epaa-3037	91	44	,	,	PUNCT
epaa-3037	91	45	2009	2009	NUM
epaa-3037	91	46	;	;	PUNCT
epaa-3037	91	47	national	national	PROPN
epaa-3037	91	48	research	research	PROPN
epaa-3037	91	49	council	council	PROPN
epaa-3037	91	50	,	,	PUNCT
epaa-3037	91	51	2013	2013	NUM
epaa-3037	91	52	;	;	PUNCT
epaa-3037	91	53	shah	shah	NOUN
epaa-3037	91	54	,	,	PUNCT
epaa-3037	91	55	cappella	cappella	NOUN
epaa-3037	91	56	,	,	PUNCT
epaa-3037	91	57	&	&	CCONJ
epaa-3037	91	58	neuman	neuman	NOUN
epaa-3037	91	59	,	,	PUNCT
epaa-3037	91	60	2015	2015	NUM
epaa-3037	91	61	;	;	PUNCT
epaa-3037	91	62	watts	watt	NOUN
epaa-3037	91	63	,	,	PUNCT
epaa-3037	91	64	2013	2013	NUM
epaa-3037	91	65	)	)	PUNCT
epaa-3037	91	66	.	.	PUNCT
epaa-3037	92	1	given	give	VERB
epaa-3037	92	2	the	the	DET
epaa-3037	92	3	conspicuous	conspicuous	ADJ
epaa-3037	92	4	absence	absence	NOUN
epaa-3037	92	5	of	of	ADP
epaa-3037	92	6	education	education	NOUN
epaa-3037	92	7	policy	policy	NOUN
epaa-3037	92	8	studies	study	NOUN
epaa-3037	92	9	using	use	VERB
epaa-3037	92	10	big	big	ADJ
epaa-3037	92	11	data	datum	NOUN
epaa-3037	92	12	,	,	PUNCT
epaa-3037	92	13	i	i	PRON
epaa-3037	92	14	primarily	primarily	ADV
epaa-3037	92	15	draw	draw	VERB
epaa-3037	92	16	upon	upon	SCONJ
epaa-3037	92	17	the	the	DET
epaa-3037	92	18	relevant	relevant	ADJ
epaa-3037	92	19	literature	literature	NOUN
epaa-3037	92	20	on	on	ADP
epaa-3037	92	21	big	big	ADJ
epaa-3037	92	22	data	datum	NOUN
epaa-3037	92	23	in	in	ADP
epaa-3037	92	24	public	public	ADJ
epaa-3037	92	25	policy	policy	NOUN
epaa-3037	92	26	and	and	CCONJ
epaa-3037	92	27	computational	computational	ADJ
epaa-3037	92	28	social	social	ADJ
epaa-3037	92	29	science	science	NOUN
epaa-3037	92	30	to	to	PART
epaa-3037	92	31	introduce	introduce	VERB
epaa-3037	92	32	three	three	NUM
epaa-3037	92	33	methodological	methodological	ADJ
epaa-3037	92	34	frontiers	frontier	NOUN
epaa-3037	92	35	—	—	PUNCT
epaa-3037	92	36	topic	topic	NOUN
epaa-3037	92	37	models	model	NOUN
epaa-3037	92	38	,	,	PUNCT
epaa-3037	92	39	network	network	NOUN
epaa-3037	92	40	text	text	NOUN
epaa-3037	92	41	analysis	analysis	NOUN
epaa-3037	92	42	,	,	PUNCT
epaa-3037	92	43	and	and	CCONJ
epaa-3037	92	44	sentiment	sentiment	NOUN
epaa-3037	92	45	analysis	analysis	NOUN
epaa-3037	92	46	—	—	PUNCT
epaa-3037	92	47	along	along	ADP
epaa-3037	92	48	with	with	ADP
epaa-3037	92	49	their	their	PRON
epaa-3037	92	50	assumptions	assumption	NOUN
epaa-3037	92	51	,	,	PUNCT
epaa-3037	92	52	key	key	ADJ
epaa-3037	92	53	concepts	concept	NOUN
epaa-3037	92	54	,	,	PUNCT
epaa-3037	92	55	merits	merit	NOUN
epaa-3037	92	56	,	,	PUNCT
epaa-3037	92	57	and	and	CCONJ
epaa-3037	92	58	caveats	caveat	NOUN
epaa-3037	92	59	.	.	PUNCT
epaa-3037	93	1	it	it	PRON
epaa-3037	93	2	is	be	AUX
epaa-3037	93	3	important	important	ADJ
epaa-3037	93	4	to	to	PART
epaa-3037	93	5	stress	stress	VERB
epaa-3037	93	6	at	at	ADP
epaa-3037	93	7	the	the	DET
epaa-3037	93	8	outset	outset	NOUN
epaa-3037	93	9	that	that	SCONJ
epaa-3037	93	10	the	the	DET
epaa-3037	93	11	methodological	methodological	ADJ
epaa-3037	93	12	approaches	approach	NOUN
epaa-3037	93	13	introduced	introduce	VERB
epaa-3037	93	14	here	here	ADV
epaa-3037	93	15	are	be	AUX
epaa-3037	93	16	only	only	ADV
epaa-3037	93	17	the	the	DET
epaa-3037	93	18	commonly	commonly	ADV
epaa-3037	93	19	used	use	VERB
epaa-3037	93	20	ones	one	NOUN
epaa-3037	93	21	(	(	PUNCT
epaa-3037	93	22	alvarez	alvarez	PROPN
epaa-3037	93	23	,	,	PUNCT
epaa-3037	93	24	2016	2016	NUM
epaa-3037	93	25	;	;	PUNCT
epaa-3037	93	26	feldman	feldman	PROPN
epaa-3037	93	27	,	,	PUNCT
epaa-3037	93	28	2013	2013	NUM
epaa-3037	93	29	;	;	PUNCT
epaa-3037	93	30	verd	verd	PROPN
epaa-3037	93	31	&	&	CCONJ
epaa-3037	93	32	lozares	lozare	NOUN
epaa-3037	93	33	,	,	PUNCT
epaa-3037	93	34	2014	2014	NUM
epaa-3037	93	35	)	)	PUNCT
epaa-3037	93	36	.	.	PUNCT
epaa-3037	94	1	they	they	PRON
epaa-3037	94	2	do	do	AUX
epaa-3037	94	3	not	not	PART
epaa-3037	94	4	represent	represent	VERB
epaa-3037	94	5	a	a	DET
epaa-3037	94	6	comprehensive	comprehensive	ADJ
epaa-3037	94	7	survey	survey	NOUN
epaa-3037	94	8	of	of	ADP
epaa-3037	94	9	all	all	DET
epaa-3037	94	10	the	the	DET
epaa-3037	94	11	methodological	methodological	ADJ
epaa-3037	94	12	tools	tool	NOUN
epaa-3037	94	13	to	to	PART
epaa-3037	94	14	analyze	analyze	VERB
epaa-3037	94	15	big	big	ADJ
epaa-3037	94	16	data	datum	NOUN
epaa-3037	94	17	.	.	PUNCT
epaa-3037	95	1	neither	neither	CCONJ
epaa-3037	95	2	do	do	AUX
epaa-3037	95	3	they	they	PRON
epaa-3037	95	4	supplant	supplant	VERB
epaa-3037	95	5	conventional	conventional	ADJ
epaa-3037	95	6	methodological	methodological	ADJ
epaa-3037	95	7	approaches	approach	NOUN
epaa-3037	95	8	in	in	ADP
epaa-3037	95	9	education	education	NOUN
epaa-3037	95	10	policy	policy	NOUN
epaa-3037	95	11	research	research	NOUN
epaa-3037	95	12	.	.	PUNCT
epaa-3037	96	1	by	by	ADP
epaa-3037	96	2	introducing	introduce	VERB
epaa-3037	96	3	the	the	DET
epaa-3037	96	4	methodological	methodological	ADJ
epaa-3037	96	5	tools	tool	NOUN
epaa-3037	96	6	,	,	PUNCT
epaa-3037	96	7	this	this	DET
epaa-3037	96	8	article	article	NOUN
epaa-3037	96	9	aims	aim	VERB
epaa-3037	96	10	to	to	PART
epaa-3037	96	11	invite	invite	VERB
epaa-3037	96	12	education	education	NOUN
epaa-3037	96	13	policy	policy	NOUN
epaa-3037	96	14	researchers	researcher	NOUN
epaa-3037	96	15	to	to	PART
epaa-3037	96	16	venture	venture	VERB
epaa-3037	96	17	into	into	ADP
epaa-3037	96	18	big	big	ADJ
epaa-3037	96	19	data	datum	NOUN
epaa-3037	96	20	by	by	ADP
epaa-3037	96	21	applying	apply	VERB
epaa-3037	96	22	the	the	DET
epaa-3037	96	23	tools	tool	NOUN
epaa-3037	96	24	to	to	PART
epaa-3037	96	25	education	education	VERB
epaa-3037	96	26	policy	policy	NOUN
epaa-3037	96	27	research	research	NOUN
epaa-3037	96	28	.	.	PUNCT
epaa-3037	97	1	topic	topic	NOUN
epaa-3037	97	2	models	model	NOUN
epaa-3037	97	3	topic	topic	NOUN
epaa-3037	97	4	modeling	modeling	NOUN
epaa-3037	97	5	(	(	PUNCT
epaa-3037	97	6	blei	blei	NOUN
epaa-3037	97	7	,	,	PUNCT
epaa-3037	97	8	2012	2012	NUM
epaa-3037	97	9	;	;	PUNCT
epaa-3037	97	10	blei	blei	NOUN
epaa-3037	97	11	,	,	PUNCT
epaa-3037	97	12	ng	ng	PROPN
epaa-3037	97	13	,	,	PUNCT
epaa-3037	97	14	&	&	CCONJ
epaa-3037	97	15	jordan	jordan	PROPN
epaa-3037	97	16	,	,	PUNCT
epaa-3037	97	17	2003	2003	NUM
epaa-3037	97	18	)	)	PUNCT
epaa-3037	97	19	is	be	AUX
epaa-3037	97	20	one	one	NUM
epaa-3037	97	21	of	of	ADP
epaa-3037	97	22	the	the	DET
epaa-3037	97	23	prominent	prominent	ADJ
epaa-3037	97	24	,	,	PUNCT
epaa-3037	97	25	rapidly	rapidly	ADV
epaa-3037	97	26	developing	develop	VERB
epaa-3037	97	27	methods	method	NOUN
epaa-3037	97	28	to	to	PART
epaa-3037	97	29	infer	infer	VERB
epaa-3037	97	30	latent	latent	ADJ
epaa-3037	97	31	topics	topic	NOUN
epaa-3037	97	32	in	in	ADP
epaa-3037	97	33	massive	massive	ADJ
epaa-3037	97	34	amounts	amount	NOUN
epaa-3037	97	35	of	of	ADP
epaa-3037	97	36	text	text	NOUN
epaa-3037	97	37	data	datum	NOUN
epaa-3037	97	38	.	.	PUNCT
epaa-3037	98	1	the	the	DET
epaa-3037	98	2	topic	topic	NOUN
epaa-3037	98	3	models	model	NOUN
epaa-3037	98	4	assume	assume	VERB
epaa-3037	98	5	that	that	SCONJ
epaa-3037	98	6	each	each	DET
epaa-3037	98	7	document	document	NOUN
epaa-3037	98	8	has	have	VERB
epaa-3037	98	9	multiple	multiple	ADJ
epaa-3037	98	10	topics	topic	NOUN
epaa-3037	98	11	,	,	PUNCT
epaa-3037	98	12	and	and	CCONJ
epaa-3037	98	13	each	each	DET
epaa-3037	98	14	topic	topic	NOUN
epaa-3037	98	15	can	can	AUX
epaa-3037	98	16	be	be	AUX
epaa-3037	98	17	inferred	infer	VERB
epaa-3037	98	18	by	by	ADP
epaa-3037	98	19	the	the	DET
epaa-3037	98	20	probability	probability	NOUN
epaa-3037	98	21	distribution	distribution	NOUN
epaa-3037	98	22	over	over	ADP
epaa-3037	98	23	a	a	DET
epaa-3037	98	24	set	set	NOUN
epaa-3037	98	25	of	of	ADP
epaa-3037	98	26	words	word	NOUN
epaa-3037	98	27	.	.	PUNCT
epaa-3037	99	1	for	for	ADP
epaa-3037	99	2	example	example	NOUN
epaa-3037	99	3	,	,	PUNCT
epaa-3037	99	4	the	the	DET
epaa-3037	99	5	topic	topic	NOUN
epaa-3037	99	6	of	of	ADP
epaa-3037	99	7	social	social	ADJ
epaa-3037	99	8	justice	justice	NOUN
epaa-3037	99	9	is	be	AUX
epaa-3037	99	10	described	describe	VERB
epaa-3037	99	11	by	by	ADP
epaa-3037	99	12	the	the	DET
epaa-3037	99	13	words	word	NOUN
epaa-3037	99	14	such	such	ADJ
epaa-3037	99	15	as	as	ADP
epaa-3037	99	16	“	"	PUNCT
epaa-3037	99	17	inequity	inequity	NOUN
epaa-3037	99	18	,	,	PUNCT
epaa-3037	99	19	”	"	PUNCT
epaa-3037	99	20	“	"	PUNCT
epaa-3037	99	21	justice	justice	NOUN
epaa-3037	99	22	,	,	PUNCT
epaa-3037	99	23	”	"	PUNCT
epaa-3037	99	24	“	"	PUNCT
epaa-3037	99	25	race	race	NOUN
epaa-3037	99	26	,	,	PUNCT
epaa-3037	99	27	”	"	PUNCT
epaa-3037	99	28	“	"	PUNCT
epaa-3037	99	29	disability	disability	NOUN
epaa-3037	99	30	,	,	PUNCT
epaa-3037	99	31	”	"	PUNCT
epaa-3037	99	32	and	and	CCONJ
epaa-3037	99	33	“	"	PUNCT
epaa-3037	99	34	bilingual	bilingual	ADJ
epaa-3037	99	35	”	"	PUNCT
epaa-3037	99	36	(	(	PUNCT
epaa-3037	99	37	wang	wang	PROPN
epaa-3037	99	38	et	et	PROPN
epaa-3037	99	39	al	al	PROPN
epaa-3037	99	40	.	.	PROPN
epaa-3037	99	41	,	,	PUNCT
epaa-3037	99	42	2017	2017	NUM
epaa-3037	99	43	)	)	PUNCT
epaa-3037	99	44	.	.	PUNCT
epaa-3037	100	1	in	in	ADP
epaa-3037	100	2	addition	addition	NOUN
epaa-3037	100	3	to	to	ADP
epaa-3037	100	4	identifying	identify	VERB
epaa-3037	100	5	latent	latent	ADJ
epaa-3037	100	6	topics	topic	NOUN
epaa-3037	100	7	in	in	ADP
epaa-3037	100	8	text	text	NOUN
epaa-3037	100	9	data	datum	NOUN
epaa-3037	100	10	,	,	PUNCT
epaa-3037	100	11	topic	topic	NOUN
epaa-3037	100	12	models	model	NOUN
epaa-3037	100	13	have	have	AUX
epaa-3037	100	14	been	be	AUX
epaa-3037	100	15	developed	develop	VERB
epaa-3037	100	16	to	to	PART
epaa-3037	100	17	uncover	uncover	VERB
epaa-3037	100	18	how	how	SCONJ
epaa-3037	100	19	the	the	DET
epaa-3037	100	20	topics	topic	NOUN
epaa-3037	100	21	are	be	AUX
epaa-3037	100	22	related	relate	VERB
epaa-3037	100	23	to	to	ADP
epaa-3037	100	24	one	one	NUM
epaa-3037	100	25	another	another	DET
epaa-3037	100	26	—	—	PUNCT
epaa-3037	100	27	such	such	ADJ
epaa-3037	100	28	as	as	ADP
epaa-3037	100	29	the	the	DET
epaa-3037	100	30	correlated	correlate	VERB
epaa-3037	100	31	topic	topic	NOUN
epaa-3037	100	32	models	model	NOUN
epaa-3037	100	33	(	(	PUNCT
epaa-3037	100	34	blei	blei	NOUN
epaa-3037	100	35	&	&	CCONJ
epaa-3037	100	36	lafferty	lafferty	PROPN
epaa-3037	100	37	,	,	PUNCT
epaa-3037	100	38	2007	2007	NUM
epaa-3037	100	39	)	)	PUNCT
epaa-3037	100	40	,	,	PUNCT
epaa-3037	100	41	and	and	CCONJ
epaa-3037	100	42	how	how	SCONJ
epaa-3037	100	43	the	the	DET
epaa-3037	100	44	topics	topic	NOUN
epaa-3037	100	45	evolve	evolve	VERB
epaa-3037	100	46	over	over	ADP
epaa-3037	100	47	time	time	NOUN
epaa-3037	100	48	—	—	PUNCT
epaa-3037	100	49	such	such	ADJ
epaa-3037	100	50	as	as	ADP
epaa-3037	100	51	the	the	DET
epaa-3037	100	52	dynamic	dynamic	ADJ
epaa-3037	100	53	topic	topic	NOUN
epaa-3037	100	54	models	model	NOUN
epaa-3037	100	55	(	(	PUNCT
epaa-3037	100	56	blei	blei	NOUN
epaa-3037	100	57	&	&	CCONJ
epaa-3037	100	58	lafferty	lafferty	PROPN
epaa-3037	100	59	,	,	PUNCT
epaa-3037	100	60	2006	2006	NUM
epaa-3037	100	61	)	)	PUNCT
epaa-3037	100	62	.	.	PUNCT
epaa-3037	101	1	the	the	DET
epaa-3037	101	2	popularity	popularity	NOUN
epaa-3037	101	3	of	of	ADP
epaa-3037	101	4	topic	topic	NOUN
epaa-3037	101	5	models	model	NOUN
epaa-3037	101	6	is	be	AUX
epaa-3037	101	7	partly	partly	ADV
epaa-3037	101	8	explained	explain	VERB
epaa-3037	101	9	by	by	ADP
epaa-3037	101	10	the	the	DET
epaa-3037	101	11	fact	fact	NOUN
epaa-3037	101	12	that	that	SCONJ
epaa-3037	101	13	they	they	PRON
epaa-3037	101	14	are	be	AUX
epaa-3037	101	15	effective	effective	ADJ
epaa-3037	101	16	and	and	CCONJ
epaa-3037	101	17	scalable	scalable	ADJ
epaa-3037	101	18	to	to	PART
epaa-3037	101	19	explore	explore	VERB
epaa-3037	101	20	the	the	DET
epaa-3037	101	21	latent	latent	ADJ
epaa-3037	101	22	topics	topic	NOUN
epaa-3037	101	23	in	in	ADP
epaa-3037	101	24	massive	massive	ADJ
epaa-3037	101	25	amounts	amount	NOUN
epaa-3037	101	26	of	of	ADP
epaa-3037	101	27	text	text	NOUN
epaa-3037	101	28	data	datum	NOUN
epaa-3037	101	29	.	.	PUNCT
epaa-3037	102	1	topic	topic	NOUN
epaa-3037	102	2	models	model	NOUN
epaa-3037	102	3	can	can	AUX
epaa-3037	102	4	be	be	AUX
epaa-3037	102	5	either	either	ADV
epaa-3037	102	6	fully	fully	ADV
epaa-3037	102	7	automated	automate	VERB
epaa-3037	102	8	(	(	PUNCT
epaa-3037	102	9	i.e.	i.e.	X
epaa-3037	102	10	,	,	PUNCT
epaa-3037	102	11	unsupervised	unsupervised	ADJ
epaa-3037	102	12	)	)	PUNCT
epaa-3037	102	13	or	or	CCONJ
epaa-3037	102	14	semi	semi	ADV
epaa-3037	102	15	-	-	ADJ
epaa-3037	102	16	automated	automated	ADJ
epaa-3037	102	17	(	(	PUNCT
epaa-3037	102	18	i.e.	i.e.	X
epaa-3037	102	19	,	,	PUNCT
epaa-3037	102	20	supervised	supervised	ADJ
epaa-3037	102	21	)	)	PUNCT
epaa-3037	102	22	(	(	PUNCT
epaa-3037	102	23	roberts	roberts	PROPN
epaa-3037	102	24	et	et	PROPN
epaa-3037	102	25	al	al	PROPN
epaa-3037	102	26	.	.	PROPN
epaa-3037	102	27	,	,	PUNCT
epaa-3037	102	28	2016	2016	NUM
epaa-3037	102	29	)	)	PUNCT
epaa-3037	102	30	.	.	PUNCT
epaa-3037	103	1	when	when	SCONJ
epaa-3037	103	2	unsupervised	unsupervised	ADJ
epaa-3037	103	3	topic	topic	NOUN
epaa-3037	103	4	models	model	NOUN
epaa-3037	103	5	are	be	AUX
epaa-3037	103	6	applied	apply	VERB
epaa-3037	103	7	,	,	PUNCT
epaa-3037	103	8	no	no	DET
epaa-3037	103	9	previous	previous	ADJ
epaa-3037	103	10	annotations	annotation	NOUN
epaa-3037	103	11	or	or	CCONJ
epaa-3037	103	12	labeling	labeling	NOUN
epaa-3037	103	13	of	of	ADP
epaa-3037	103	14	the	the	DET
epaa-3037	103	15	documents	document	NOUN
epaa-3037	103	16	is	be	AUX
epaa-3037	103	17	needed	need	VERB
epaa-3037	103	18	,	,	PUNCT
epaa-3037	103	19	as	as	SCONJ
epaa-3037	103	20	the	the	DET
epaa-3037	103	21	topics	topic	NOUN
epaa-3037	103	22	are	be	AUX
epaa-3037	103	23	identified	identify	VERB
epaa-3037	103	24	by	by	ADP
epaa-3037	103	25	the	the	DET
epaa-3037	103	26	high	high	ADJ
epaa-3037	103	27	probability	probability	NOUN
epaa-3037	103	28	words	word	NOUN
epaa-3037	103	29	that	that	PRON
epaa-3037	103	30	describe	describe	VERB
epaa-3037	103	31	a	a	DET
epaa-3037	103	32	particular	particular	ADJ
epaa-3037	103	33	topic	topic	NOUN
epaa-3037	103	34	.	.	PUNCT
epaa-3037	104	1	therefore	therefore	ADV
epaa-3037	104	2	,	,	PUNCT
epaa-3037	104	3	topic	topic	NOUN
epaa-3037	104	4	models	model	NOUN
epaa-3037	104	5	are	be	AUX
epaa-3037	104	6	highly	highly	ADV
epaa-3037	104	7	scalable	scalable	ADJ
epaa-3037	104	8	,	,	PUNCT
epaa-3037	104	9	without	without	ADP
epaa-3037	104	10	the	the	DET
epaa-3037	104	11	constraint	constraint	NOUN
epaa-3037	104	12	of	of	ADP
epaa-3037	104	13	human	human	ADJ
epaa-3037	104	14	cognition	cognition	NOUN
epaa-3037	104	15	entailed	entail	VERB
epaa-3037	104	16	in	in	ADP
epaa-3037	104	17	manual	manual	ADJ
epaa-3037	104	18	coding	coding	NOUN
epaa-3037	104	19	.	.	PUNCT
epaa-3037	105	1	thanks	thank	NOUN
epaa-3037	105	2	to	to	ADP
epaa-3037	105	3	the	the	DET
epaa-3037	105	4	scalability	scalability	NOUN
epaa-3037	105	5	,	,	PUNCT
epaa-3037	105	6	topic	topic	NOUN
epaa-3037	105	7	models	model	NOUN
epaa-3037	105	8	have	have	AUX
epaa-3037	105	9	been	be	AUX
epaa-3037	105	10	applied	apply	VERB
epaa-3037	105	11	to	to	PART
epaa-3037	105	12	analyze	analyze	VERB
epaa-3037	105	13	the	the	DET
epaa-3037	105	14	large	large	ADJ
epaa-3037	105	15	volume	volume	NOUN
epaa-3037	105	16	of	of	ADP
epaa-3037	105	17	text	text	NOUN
epaa-3037	105	18	datasets	dataset	NOUN
epaa-3037	105	19	from	from	ADP
epaa-3037	105	20	a	a	DET
epaa-3037	105	21	variety	variety	NOUN
epaa-3037	105	22	of	of	ADP
epaa-3037	105	23	data	datum	NOUN
epaa-3037	105	24	sources	source	NOUN
epaa-3037	105	25	:	:	PUNCT
epaa-3037	105	26	24,236	24,236	NUM
epaa-3037	105	27	press	press	NOUN
epaa-3037	105	28	releases	release	NOUN
epaa-3037	105	29	from	from	ADP
epaa-3037	105	30	the	the	DET
epaa-3037	105	31	u.s	u.s	PROPN
epaa-3037	105	32	.	.	PROPN
epaa-3037	105	33	senate	senate	PROPN
epaa-3037	105	34	(	(	PUNCT
epaa-3037	105	35	grimmer	grimmer	PROPN
epaa-3037	105	36	,	,	PUNCT
epaa-3037	105	37	2010	2010	NUM
epaa-3037	105	38	)	)	PUNCT
epaa-3037	105	39	,	,	PUNCT
epaa-3037	105	40	the	the	DET
epaa-3037	105	41	opinion	opinion	NOUN
epaa-3037	105	42	texts	text	NOUN
epaa-3037	105	43	from	from	ADP
epaa-3037	105	44	the	the	DET
epaa-3037	105	45	u.s	u.s	PROPN
epaa-3037	105	46	.	.	PROPN
epaa-3037	105	47	supreme	supreme	PROPN
epaa-3037	105	48	court	court	PROPN
epaa-3037	105	49	’s	’s	PART
epaa-3037	105	50	4,321	4,321	NUM
epaa-3037	105	51	non	non	ADJ
epaa-3037	105	52	-	-	ADJ
epaa-3037	105	53	unanimous	unanimous	ADJ
epaa-3037	105	54	court	court	NOUN
epaa-3037	105	55	decision	decision	NOUN
epaa-3037	105	56	from	from	ADP
epaa-3037	105	57	1949	1949	NUM
epaa-3037	105	58	to	to	ADP
epaa-3037	105	59	2006	2006	NUM
epaa-3037	105	60	(	(	PUNCT
epaa-3037	105	61	lauderdale	lauderdale	PROPN
epaa-3037	105	62	&	&	CCONJ
epaa-3037	105	63	clark	clark	PROPN
epaa-3037	105	64	,	,	PUNCT
epaa-3037	105	65	2014	2014	NUM
epaa-3037	105	66	)	)	PUNCT
epaa-3037	105	67	,	,	PUNCT
epaa-3037	105	68	over	over	ADP
epaa-3037	105	69	21,000	21,000	NUM
epaa-3037	105	70	scholarly	scholarly	ADJ
epaa-3037	105	71	articles	article	NOUN
epaa-3037	105	72	on	on	ADP
epaa-3037	105	73	literary	literary	ADJ
epaa-3037	105	74	studies	study	NOUN
epaa-3037	105	75	over	over	ADP
epaa-3037	105	76	the	the	DET
epaa-3037	105	77	last	last	ADJ
epaa-3037	105	78	120	120	NUM
epaa-3037	105	79	years	year	NOUN
epaa-3037	105	80	(	(	PUNCT
epaa-3037	105	81	goldstone	goldstone	NOUN
epaa-3037	105	82	&	&	CCONJ
epaa-3037	105	83	underwood	underwood	PROPN
epaa-3037	105	84	,	,	PUNCT
epaa-3037	105	85	2014	2014	NUM
epaa-3037	105	86	)	)	PUNCT
epaa-3037	105	87	,	,	PUNCT
epaa-3037	105	88	and	and	CCONJ
epaa-3037	105	89	233,452	233,452	NUM
epaa-3037	105	90	online	online	ADJ
epaa-3037	105	91	healthcare	healthcare	NOUN
epaa-3037	105	92	chat	chat	PROPN
epaa-3037	105	93	logs	log	NOUN
epaa-3037	105	94	(	(	PUNCT
epaa-3037	105	95	wang	wang	PROPN
epaa-3037	105	96	,	,	PUNCT
epaa-3037	105	97	huang	huang	PROPN
epaa-3037	105	98	,	,	PUNCT
epaa-3037	105	99	&	&	CCONJ
epaa-3037	105	100	gan	gan	PROPN
epaa-3037	105	101	,	,	PUNCT
epaa-3037	105	102	2016	2016	NUM
epaa-3037	105	103	)	)	PUNCT
epaa-3037	105	104	.	.	PUNCT
epaa-3037	106	1	recently	recently	ADV
epaa-3037	106	2	,	,	PUNCT
epaa-3037	106	3	topic	topic	NOUN
epaa-3037	106	4	models	model	NOUN
epaa-3037	106	5	have	have	AUX
epaa-3037	106	6	been	be	AUX
epaa-3037	106	7	used	use	VERB
epaa-3037	106	8	for	for	ADP
epaa-3037	106	9	automated	automate	VERB
epaa-3037	106	10	annotation	annotation	NOUN
epaa-3037	106	11	of	of	ADP
epaa-3037	106	12	images	image	NOUN
epaa-3037	106	13	(	(	PUNCT
epaa-3037	106	14	feng	feng	PROPN
epaa-3037	106	15	&	&	CCONJ
epaa-3037	106	16	lapata	lapata	PROPN
epaa-3037	106	17	,	,	PUNCT
epaa-3037	106	18	2010	2010	NUM
epaa-3037	106	19	)	)	PUNCT
epaa-3037	106	20	and	and	CCONJ
epaa-3037	106	21	videos	video	NOUN
epaa-3037	106	22	(	(	PUNCT
epaa-3037	106	23	katsurai	katsurai	PROPN
epaa-3037	106	24	,	,	PUNCT
epaa-3037	106	25	ogawa	ogawa	PROPN
epaa-3037	106	26	,	,	PUNCT
epaa-3037	106	27	&	&	CCONJ
epaa-3037	106	28	haseyama	haseyama	PROPN
epaa-3037	106	29	,	,	PUNCT
epaa-3037	106	30	2012	2012	NUM
epaa-3037	106	31	)	)	PUNCT
epaa-3037	106	32	.	.	PUNCT
epaa-3037	107	1	in	in	ADP
epaa-3037	107	2	education	education	NOUN
epaa-3037	107	3	policy	policy	NOUN
epaa-3037	107	4	research	research	NOUN
epaa-3037	107	5	,	,	PUNCT
epaa-3037	107	6	topic	topic	NOUN
epaa-3037	107	7	models	model	NOUN
epaa-3037	107	8	can	can	AUX
epaa-3037	107	9	be	be	AUX
epaa-3037	107	10	applied	apply	VERB
epaa-3037	107	11	to	to	PART
epaa-3037	107	12	infer	infer	VERB
epaa-3037	107	13	latent	latent	ADJ
epaa-3037	107	14	topics	topic	NOUN
epaa-3037	107	15	in	in	ADP
epaa-3037	107	16	large	large	ADJ
epaa-3037	107	17	corpora	corpora	NOUN
epaa-3037	107	18	compiled	compile	VERB
epaa-3037	107	19	from	from	ADP
epaa-3037	107	20	multiple	multiple	ADJ
epaa-3037	107	21	data	datum	NOUN
epaa-3037	107	22	sources	source	NOUN
epaa-3037	107	23	.	.	PUNCT
epaa-3037	108	1	they	they	PRON
epaa-3037	108	2	include	include	VERB
epaa-3037	108	3	records	record	NOUN
epaa-3037	108	4	of	of	ADP
epaa-3037	108	5	government	government	NOUN
epaa-3037	108	6	agencies	agency	NOUN
epaa-3037	108	7	,	,	PUNCT
epaa-3037	108	8	news	news	NOUN
epaa-3037	108	9	coverage	coverage	NOUN
epaa-3037	108	10	,	,	PUNCT
epaa-3037	108	11	and	and	CCONJ
epaa-3037	108	12	social	social	ADJ
epaa-3037	108	13	media	medium	NOUN
epaa-3037	108	14	discourse	discourse	NOUN
epaa-3037	108	15	throughout	throughout	ADP
epaa-3037	108	16	the	the	DET
epaa-3037	108	17	policy	policy	NOUN
epaa-3037	108	18	processes	process	NOUN
epaa-3037	108	19	from	from	ADP
epaa-3037	108	20	problem	problem	NOUN
epaa-3037	108	21	identification	identification	NOUN
epaa-3037	108	22	and	and	CCONJ
epaa-3037	108	23	framing	frame	VERB
epaa-3037	108	24	to	to	ADP
epaa-3037	108	25	ongoing	ongoing	ADJ
epaa-3037	108	26	evaluations	evaluation	NOUN
epaa-3037	108	27	of	of	ADP
epaa-3037	108	28	existing	exist	VERB
epaa-3037	108	29	policies	policy	NOUN
epaa-3037	108	30	.	.	PUNCT
epaa-3037	109	1	since	since	SCONJ
epaa-3037	109	2	no	no	DET
epaa-3037	109	3	study	study	NOUN
epaa-3037	109	4	was	be	AUX
epaa-3037	109	5	found	find	VERB
epaa-3037	109	6	that	that	PRON
epaa-3037	109	7	has	have	AUX
epaa-3037	109	8	applied	apply	VERB
epaa-3037	109	9	education	education	NOUN
epaa-3037	109	10	policy	policy	NOUN
epaa-3037	109	11	research	research	NOUN
epaa-3037	109	12	in	in	ADP
epaa-3037	109	13	the	the	DET
epaa-3037	109	14	big	big	ADJ
epaa-3037	109	15	data	data	PROPN
epaa-3037	109	16	era	era	NOUN
epaa-3037	109	17	7	7	NUM
epaa-3037	109	18	topic	topic	NOUN
epaa-3037	109	19	models	model	NOUN
epaa-3037	109	20	in	in	ADP
epaa-3037	109	21	education	education	NOUN
epaa-3037	109	22	policy	policy	NOUN
epaa-3037	109	23	research	research	NOUN
epaa-3037	109	24	,	,	PUNCT
epaa-3037	109	25	here	here	ADV
epaa-3037	109	26	i	i	PRON
epaa-3037	109	27	present	present	VERB
epaa-3037	109	28	a	a	DET
epaa-3037	109	29	topic	topic	NOUN
epaa-3037	109	30	modeling	modeling	NOUN
epaa-3037	109	31	study	study	NOUN
epaa-3037	109	32	in	in	ADP
epaa-3037	109	33	education	education	NOUN
epaa-3037	109	34	research	research	NOUN
epaa-3037	109	35	.	.	PUNCT
epaa-3037	110	1	wang	wang	PROPN
epaa-3037	110	2	and	and	CCONJ
epaa-3037	110	3	her	her	PRON
epaa-3037	110	4	team	team	NOUN
epaa-3037	110	5	used	use	VERB
epaa-3037	110	6	topic	topic	NOUN
epaa-3037	110	7	modeling	modeling	NOUN
epaa-3037	110	8	and	and	CCONJ
epaa-3037	110	9	identified	identify	VERB
epaa-3037	110	10	120	120	NUM
epaa-3037	110	11	latent	latent	ADJ
epaa-3037	110	12	topics	topic	NOUN
epaa-3037	110	13	in	in	ADP
epaa-3037	110	14	16,524	16,524	NUM
epaa-3037	110	15	documents	document	NOUN
epaa-3037	110	16	published	publish	VERB
epaa-3037	110	17	in	in	ADP
epaa-3037	110	18	the	the	DET
epaa-3037	110	19	116	116	NUM
epaa-3037	110	20	-	-	PUNCT
epaa-3037	110	21	year	year	NOUN
epaa-3037	110	22	history	history	NOUN
epaa-3037	110	23	of	of	ADP
epaa-3037	110	24	the	the	DET
epaa-3037	110	25	longest	long	ADJ
epaa-3037	110	26	running	running	NOUN
epaa-3037	110	27	journal	journal	NOUN
epaa-3037	110	28	in	in	ADP
epaa-3037	110	29	education	education	PROPN
epaa-3037	110	30	teachers	teachers	PROPN
epaa-3037	110	31	college	college	PROPN
epaa-3037	110	32	record	record	NOUN
epaa-3037	110	33	(	(	PUNCT
epaa-3037	110	34	tcr	tcr	PROPN
epaa-3037	110	35	)	)	PUNCT
epaa-3037	110	36	from	from	ADP
epaa-3037	110	37	1900	1900	NUM
epaa-3037	110	38	to	to	ADP
epaa-3037	110	39	2015	2015	NUM
epaa-3037	110	40	(	(	PUNCT
epaa-3037	110	41	wang	wang	PROPN
epaa-3037	110	42	,	,	PUNCT
epaa-3037	110	43	bowers	bower	NOUN
epaa-3037	110	44	,	,	PUNCT
epaa-3037	110	45	chae	chae	PROPN
epaa-3037	110	46	,	,	PUNCT
epaa-3037	110	47	fikis	fikis	PROPN
epaa-3037	110	48	,	,	PUNCT
epaa-3037	110	49	&	&	CCONJ
epaa-3037	110	50	natriello	natriello	PROPN
epaa-3037	110	51	,	,	PUNCT
epaa-3037	110	52	2017	2017	NUM
epaa-3037	110	53	)	)	PUNCT
epaa-3037	110	54	.	.	PUNCT
epaa-3037	111	1	the	the	DET
epaa-3037	111	2	120	120	NUM
epaa-3037	111	3	topics	topic	NOUN
epaa-3037	111	4	were	be	AUX
epaa-3037	111	5	identified	identify	VERB
epaa-3037	111	6	by	by	ADP
epaa-3037	111	7	generating	generate	VERB
epaa-3037	111	8	two	two	NUM
epaa-3037	111	9	matrices	matrix	NOUN
epaa-3037	111	10	:	:	PUNCT
epaa-3037	111	11	(	(	PUNCT
epaa-3037	111	12	1	1	X
epaa-3037	111	13	)	)	PUNCT
epaa-3037	111	14	a	a	DET
epaa-3037	111	15	matrix	matrix	NOUN
epaa-3037	111	16	of	of	ADP
epaa-3037	111	17	word	word	NOUN
epaa-3037	111	18	probabilities	probability	NOUN
epaa-3037	111	19	by	by	ADP
epaa-3037	111	20	latent	latent	ADJ
epaa-3037	111	21	topics	topic	NOUN
epaa-3037	111	22	,	,	PUNCT
epaa-3037	111	23	and	and	CCONJ
epaa-3037	111	24	(	(	PUNCT
epaa-3037	111	25	2	2	X
epaa-3037	111	26	)	)	PUNCT
epaa-3037	111	27	a	a	DET
epaa-3037	111	28	matrix	matrix	NOUN
epaa-3037	111	29	of	of	ADP
epaa-3037	111	30	topic	topic	NOUN
epaa-3037	111	31	proportions	proportion	NOUN
epaa-3037	111	32	by	by	ADP
epaa-3037	111	33	tcr	tcr	PROPN
epaa-3037	111	34	articles	article	NOUN
epaa-3037	111	35	(	(	PUNCT
epaa-3037	111	36	see	see	VERB
epaa-3037	111	37	blei	blei	NOUN
epaa-3037	111	38	,	,	PUNCT
epaa-3037	111	39	2012	2012	NUM
epaa-3037	111	40	,	,	PUNCT
epaa-3037	111	41	for	for	ADP
epaa-3037	111	42	a	a	DET
epaa-3037	111	43	thorough	thorough	ADJ
epaa-3037	111	44	explication	explication	NOUN
epaa-3037	111	45	of	of	ADP
epaa-3037	111	46	probabilistic	probabilistic	ADJ
epaa-3037	111	47	topic	topic	NOUN
epaa-3037	111	48	modeling	modeling	NOUN
epaa-3037	111	49	)	)	PUNCT
epaa-3037	111	50	.	.	PUNCT
epaa-3037	112	1	among	among	ADP
epaa-3037	112	2	the	the	DET
epaa-3037	112	3	120	120	NUM
epaa-3037	112	4	topics	topic	NOUN
epaa-3037	112	5	in	in	ADP
epaa-3037	112	6	education	education	NOUN
epaa-3037	112	7	literature	literature	NOUN
epaa-3037	112	8	over	over	ADP
epaa-3037	112	9	the	the	DET
epaa-3037	112	10	last	last	ADJ
epaa-3037	112	11	116	116	NUM
epaa-3037	112	12	years	year	NOUN
epaa-3037	112	13	,	,	PUNCT
epaa-3037	112	14	the	the	DET
epaa-3037	112	15	topic	topic	NOUN
epaa-3037	112	16	of	of	ADP
epaa-3037	112	17	education	education	NOUN
epaa-3037	112	18	in	in	ADP
epaa-3037	112	19	wartime	wartime	NOUN
epaa-3037	112	20	disappeared	disappear	VERB
epaa-3037	112	21	after	after	ADP
epaa-3037	112	22	the	the	DET
epaa-3037	112	23	end	end	NOUN
epaa-3037	112	24	of	of	ADP
epaa-3037	112	25	cold	cold	ADJ
epaa-3037	112	26	war	war	NOUN
epaa-3037	112	27	in	in	ADP
epaa-3037	112	28	the	the	DET
epaa-3037	112	29	1980s	1980	NOUN
epaa-3037	112	30	;	;	PUNCT
epaa-3037	112	31	the	the	DET
epaa-3037	112	32	topic	topic	NOUN
epaa-3037	112	33	of	of	ADP
epaa-3037	112	34	social	social	ADJ
epaa-3037	112	35	justice	justice	NOUN
epaa-3037	112	36	has	have	AUX
epaa-3037	112	37	been	be	AUX
epaa-3037	112	38	on	on	ADP
epaa-3037	112	39	the	the	DET
epaa-3037	112	40	rise	rise	NOUN
epaa-3037	112	41	since	since	SCONJ
epaa-3037	112	42	the	the	DET
epaa-3037	112	43	1950s	1950s	NUM
epaa-3037	112	44	;	;	PUNCT
epaa-3037	112	45	the	the	DET
epaa-3037	112	46	topic	topic	NOUN
epaa-3037	112	47	of	of	ADP
epaa-3037	112	48	measurement	measurement	NOUN
epaa-3037	112	49	of	of	ADP
epaa-3037	112	50	student	student	NOUN
epaa-3037	112	51	achievement	achievement	NOUN
epaa-3037	112	52	has	have	AUX
epaa-3037	112	53	garnered	garner	VERB
epaa-3037	112	54	persistent	persistent	ADJ
epaa-3037	112	55	attention	attention	NOUN
epaa-3037	112	56	in	in	ADP
epaa-3037	112	57	the	the	DET
epaa-3037	112	58	education	education	NOUN
epaa-3037	112	59	research	research	NOUN
epaa-3037	112	60	community	community	NOUN
epaa-3037	112	61	since	since	SCONJ
epaa-3037	112	62	the	the	DET
epaa-3037	112	63	1900s	1900	NOUN
epaa-3037	112	64	.	.	PUNCT
epaa-3037	113	1	researchers	researcher	NOUN
epaa-3037	113	2	who	who	PRON
epaa-3037	113	3	apply	apply	VERB
epaa-3037	113	4	topic	topic	NOUN
epaa-3037	113	5	models	model	NOUN
epaa-3037	113	6	to	to	ADP
epaa-3037	113	7	education	education	NOUN
epaa-3037	113	8	policy	policy	NOUN
epaa-3037	113	9	research	research	NOUN
epaa-3037	113	10	need	need	VERB
epaa-3037	113	11	to	to	PART
epaa-3037	113	12	be	be	AUX
epaa-3037	113	13	aware	aware	ADJ
epaa-3037	113	14	of	of	ADP
epaa-3037	113	15	a	a	DET
epaa-3037	113	16	couple	couple	NOUN
epaa-3037	113	17	of	of	ADP
epaa-3037	113	18	caveats	caveat	NOUN
epaa-3037	113	19	.	.	PUNCT
epaa-3037	114	1	first	first	ADV
epaa-3037	114	2	,	,	PUNCT
epaa-3037	114	3	topic	topic	NOUN
epaa-3037	114	4	models	model	NOUN
epaa-3037	114	5	,	,	PUNCT
epaa-3037	114	6	albeit	albeit	SCONJ
epaa-3037	114	7	valuable	valuable	ADJ
epaa-3037	114	8	,	,	PUNCT
epaa-3037	114	9	are	be	AUX
epaa-3037	114	10	only	only	ADV
epaa-3037	114	11	a	a	DET
epaa-3037	114	12	blunt	blunt	ADJ
epaa-3037	114	13	tool	tool	NOUN
epaa-3037	114	14	to	to	PART
epaa-3037	114	15	explore	explore	VERB
epaa-3037	114	16	large	large	ADJ
epaa-3037	114	17	corpora	corpus	NOUN
epaa-3037	114	18	.	.	PUNCT
epaa-3037	115	1	unlike	unlike	ADP
epaa-3037	115	2	the	the	DET
epaa-3037	115	3	fine	fine	ADV
epaa-3037	115	4	-	-	PUNCT
epaa-3037	115	5	grained	grain	VERB
epaa-3037	115	6	results	result	NOUN
epaa-3037	115	7	generated	generate	VERB
epaa-3037	115	8	by	by	ADP
epaa-3037	115	9	manual	manual	ADJ
epaa-3037	115	10	coding	coding	NOUN
epaa-3037	115	11	,	,	PUNCT
epaa-3037	115	12	the	the	DET
epaa-3037	115	13	results	result	NOUN
epaa-3037	115	14	of	of	ADP
epaa-3037	115	15	topic	topic	NOUN
epaa-3037	115	16	models	model	NOUN
epaa-3037	115	17	are	be	AUX
epaa-3037	115	18	a	a	DET
epaa-3037	115	19	coarsegrained	coarsegraine	VERB
epaa-3037	115	20	description	description	NOUN
epaa-3037	115	21	of	of	ADP
epaa-3037	115	22	the	the	DET
epaa-3037	115	23	text	text	NOUN
epaa-3037	115	24	datasets	dataset	NOUN
epaa-3037	115	25	.	.	PUNCT
epaa-3037	116	1	further	far	ADV
epaa-3037	116	2	,	,	PUNCT
epaa-3037	116	3	topic	topic	NOUN
epaa-3037	116	4	models	model	NOUN
epaa-3037	116	5	,	,	PUNCT
epaa-3037	116	6	even	even	ADV
epaa-3037	116	7	unsupervised	unsupervised	ADJ
epaa-3037	116	8	topic	topic	NOUN
epaa-3037	116	9	models	model	NOUN
epaa-3037	116	10	,	,	PUNCT
epaa-3037	116	11	necessitate	necessitate	ADJ
epaa-3037	116	12	researchers	researcher	NOUN
epaa-3037	116	13	’	’	PART
epaa-3037	116	14	subjective	subjective	ADJ
epaa-3037	116	15	decisions	decision	NOUN
epaa-3037	116	16	on	on	ADP
epaa-3037	116	17	modeling	modeling	NOUN
epaa-3037	116	18	and	and	CCONJ
epaa-3037	116	19	choosing	choose	VERB
epaa-3037	116	20	the	the	DET
epaa-3037	116	21	best	good	ADJ
epaa-3037	116	22	fitting	fitting	ADJ
epaa-3037	116	23	model	model	NOUN
epaa-3037	116	24	.	.	PUNCT
epaa-3037	117	1	most	most	ADJ
epaa-3037	117	2	topic	topic	NOUN
epaa-3037	117	3	models	model	NOUN
epaa-3037	117	4	do	do	AUX
epaa-3037	117	5	not	not	PART
epaa-3037	117	6	run	run	VERB
epaa-3037	117	7	on	on	ADP
epaa-3037	117	8	every	every	DET
epaa-3037	117	9	single	single	ADJ
epaa-3037	117	10	word	word	NOUN
epaa-3037	117	11	in	in	ADP
epaa-3037	117	12	the	the	DET
epaa-3037	117	13	datasets	dataset	NOUN
epaa-3037	117	14	.	.	PUNCT
epaa-3037	118	1	rather	rather	ADV
epaa-3037	118	2	,	,	PUNCT
epaa-3037	118	3	before	before	ADP
epaa-3037	118	4	running	run	VERB
epaa-3037	118	5	topic	topic	NOUN
epaa-3037	118	6	models	model	NOUN
epaa-3037	118	7	,	,	PUNCT
epaa-3037	118	8	the	the	DET
epaa-3037	118	9	text	text	NOUN
epaa-3037	118	10	data	datum	NOUN
epaa-3037	118	11	need	need	VERB
epaa-3037	118	12	to	to	PART
epaa-3037	118	13	be	be	AUX
epaa-3037	118	14	processed	process	VERB
epaa-3037	118	15	and	and	CCONJ
epaa-3037	118	16	cleaned	clean	VERB
epaa-3037	118	17	.	.	PUNCT
epaa-3037	119	1	in	in	ADP
epaa-3037	119	2	this	this	DET
epaa-3037	119	3	data	datum	NOUN
epaa-3037	119	4	cleaning	cleaning	NOUN
epaa-3037	119	5	process	process	NOUN
epaa-3037	119	6	,	,	PUNCT
epaa-3037	119	7	a	a	DET
epaa-3037	119	8	common	common	ADJ
epaa-3037	119	9	practice	practice	NOUN
epaa-3037	119	10	is	be	AUX
epaa-3037	119	11	to	to	PART
epaa-3037	119	12	remove	remove	VERB
epaa-3037	119	13	the	the	DET
epaa-3037	119	14	words	word	NOUN
epaa-3037	119	15	that	that	PRON
epaa-3037	119	16	do	do	AUX
epaa-3037	119	17	not	not	PART
epaa-3037	119	18	convey	convey	VERB
epaa-3037	119	19	topical	topical	ADJ
epaa-3037	119	20	meaning	meaning	NOUN
epaa-3037	119	21	or	or	CCONJ
epaa-3037	119	22	the	the	DET
epaa-3037	119	23	words	word	NOUN
epaa-3037	119	24	that	that	PRON
epaa-3037	119	25	are	be	AUX
epaa-3037	119	26	used	use	VERB
epaa-3037	119	27	most	most	ADV
epaa-3037	119	28	and	and	CCONJ
epaa-3037	119	29	least	least	ADV
epaa-3037	119	30	frequently	frequently	ADV
epaa-3037	119	31	.	.	PUNCT
epaa-3037	120	1	to	to	PART
epaa-3037	120	2	do	do	VERB
epaa-3037	120	3	so	so	ADV
epaa-3037	120	4	,	,	PUNCT
epaa-3037	120	5	scholars	scholar	NOUN
epaa-3037	120	6	may	may	AUX
epaa-3037	120	7	take	take	VERB
epaa-3037	120	8	different	different	ADJ
epaa-3037	120	9	approaches	approach	NOUN
epaa-3037	120	10	,	,	PUNCT
epaa-3037	120	11	as	as	SCONJ
epaa-3037	120	12	“	"	PUNCT
epaa-3037	120	13	there	there	PRON
epaa-3037	120	14	is	be	VERB
epaa-3037	120	15	no	no	DET
epaa-3037	120	16	globally	globally	ADV
epaa-3037	120	17	best	good	ADJ
epaa-3037	120	18	method	method	NOUN
epaa-3037	120	19	”	"	PUNCT
epaa-3037	120	20	(	(	PUNCT
epaa-3037	120	21	grimmer	grimmer	PROPN
epaa-3037	120	22	&	&	CCONJ
epaa-3037	120	23	stewart	stewart	PROPN
epaa-3037	120	24	,	,	PUNCT
epaa-3037	120	25	2013	2013	NUM
epaa-3037	120	26	,	,	PUNCT
epaa-3037	120	27	p.	p.	NOUN
epaa-3037	120	28	3	3	NUM
epaa-3037	120	29	)	)	PUNCT
epaa-3037	120	30	.	.	PUNCT
epaa-3037	121	1	a	a	DET
epaa-3037	121	2	few	few	ADJ
epaa-3037	121	3	examples	example	NOUN
epaa-3037	121	4	would	would	AUX
epaa-3037	121	5	suffice	suffice	VERB
epaa-3037	121	6	.	.	PUNCT
epaa-3037	122	1	blei	blei	NOUN
epaa-3037	122	2	and	and	CCONJ
epaa-3037	122	3	lafferty	lafferty	NOUN
epaa-3037	122	4	(	(	PUNCT
epaa-3037	122	5	2007	2007	NUM
epaa-3037	122	6	)	)	PUNCT
epaa-3037	122	7	removed	remove	VERB
epaa-3037	122	8	the	the	DET
epaa-3037	122	9	words	word	NOUN
epaa-3037	122	10	by	by	ADP
epaa-3037	122	11	two	two	NUM
epaa-3037	122	12	criteria	criterion	NOUN
epaa-3037	122	13	:	:	PUNCT
epaa-3037	122	14	the	the	DET
epaa-3037	122	15	words	word	NOUN
epaa-3037	122	16	occurred	occur	VERB
epaa-3037	122	17	fewer	few	ADJ
epaa-3037	122	18	than	than	ADP
epaa-3037	122	19	70	70	NUM
epaa-3037	122	20	times	time	NOUN
epaa-3037	122	21	,	,	PUNCT
epaa-3037	122	22	and	and	CCONJ
epaa-3037	122	23	the	the	DET
epaa-3037	122	24	296	296	NUM
epaa-3037	122	25	stopwords	stopword	NOUN
epaa-3037	122	26	such	such	ADJ
epaa-3037	122	27	as	as	ADP
epaa-3037	122	28	“	"	PUNCT
epaa-3037	122	29	a	a	PRON
epaa-3037	122	30	,	,	PUNCT
epaa-3037	122	31	”	"	PUNCT
epaa-3037	122	32	“	"	PUNCT
epaa-3037	122	33	an	an	PRON
epaa-3037	122	34	,	,	PUNCT
epaa-3037	122	35	”	"	PUNCT
epaa-3037	122	36	“	"	PUNCT
epaa-3037	122	37	the	the	PRON
epaa-3037	122	38	,	,	PUNCT
epaa-3037	122	39	”	"	PUNCT
epaa-3037	122	40	and	and	CCONJ
epaa-3037	122	41	“	"	PUNCT
epaa-3037	122	42	around	around	ADP
epaa-3037	122	43	”	"	PUNCT
epaa-3037	122	44	.	.	PUNCT
epaa-3037	123	1	roberts	roberts	PROPN
epaa-3037	123	2	et	et	PROPN
epaa-3037	123	3	al	al	PROPN
epaa-3037	123	4	.	.	PROPN
epaa-3037	124	1	(	(	PUNCT
epaa-3037	124	2	2016	2016	NUM
epaa-3037	124	3	)	)	PUNCT
epaa-3037	124	4	removed	remove	VERB
epaa-3037	124	5	the	the	DET
epaa-3037	124	6	words	word	NOUN
epaa-3037	124	7	that	that	PRON
epaa-3037	124	8	occurred	occur	VERB
epaa-3037	124	9	fewer	few	ADJ
epaa-3037	124	10	than	than	ADP
epaa-3037	124	11	1	1	NUM
epaa-3037	124	12	%	%	NOUN
epaa-3037	124	13	of	of	ADP
epaa-3037	124	14	the	the	DET
epaa-3037	124	15	13,246	13,246	NUM
epaa-3037	124	16	blog	blog	NOUN
epaa-3037	124	17	posts	post	NOUN
epaa-3037	124	18	.	.	PUNCT
epaa-3037	125	1	grimmer	grimmer	PROPN
epaa-3037	125	2	(	(	PUNCT
epaa-3037	125	3	2010	2010	NUM
epaa-3037	125	4	)	)	PUNCT
epaa-3037	125	5	removed	remove	VERB
epaa-3037	125	6	the	the	DET
epaa-3037	125	7	words	word	NOUN
epaa-3037	125	8	that	that	PRON
epaa-3037	125	9	occurred	occur	VERB
epaa-3037	125	10	fewer	few	ADJ
epaa-3037	125	11	than	than	ADP
epaa-3037	125	12	0.5	0.5	NUM
epaa-3037	125	13	%	%	NOUN
epaa-3037	125	14	and	and	CCONJ
epaa-3037	125	15	over	over	ADP
epaa-3037	125	16	90	90	NUM
epaa-3037	125	17	%	%	NOUN
epaa-3037	125	18	of	of	ADP
epaa-3037	125	19	the	the	DET
epaa-3037	125	20	documents	document	NOUN
epaa-3037	125	21	,	,	PUNCT
epaa-3037	125	22	as	as	ADV
epaa-3037	125	23	well	well	ADV
epaa-3037	125	24	as	as	ADP
epaa-3037	125	25	the	the	DET
epaa-3037	125	26	stopwords	stopword	NOUN
epaa-3037	125	27	.	.	PUNCT
epaa-3037	126	1	grün	grün	PROPN
epaa-3037	126	2	and	and	CCONJ
epaa-3037	126	3	hornik	hornik	X
epaa-3037	126	4	(	(	PUNCT
epaa-3037	126	5	2011	2011	NUM
epaa-3037	126	6	)	)	PUNCT
epaa-3037	126	7	calculated	calculate	VERB
epaa-3037	126	8	the	the	DET
epaa-3037	126	9	mean	mean	ADJ
epaa-3037	126	10	term	term	NOUN
epaa-3037	126	11	frequency	frequency	NOUN
epaa-3037	126	12	-	-	PUNCT
epaa-3037	126	13	inverse	inverse	NOUN
epaa-3037	126	14	document	document	NOUN
epaa-3037	126	15	frequency	frequency	NOUN
epaa-3037	126	16	(	(	PUNCT
epaa-3037	126	17	tf	tf	PROPN
epaa-3037	126	18	-	-	PUNCT
epaa-3037	126	19	idf	idf	NOUN
epaa-3037	126	20	)	)	PUNCT
epaa-3037	126	21	,	,	PUNCT
epaa-3037	126	22	and	and	CCONJ
epaa-3037	126	23	then	then	ADV
epaa-3037	126	24	only	only	ADV
epaa-3037	126	25	included	include	VERB
epaa-3037	126	26	the	the	DET
epaa-3037	126	27	words	word	NOUN
epaa-3037	126	28	that	that	PRON
epaa-3037	126	29	have	have	VERB
epaa-3037	126	30	a	a	DET
epaa-3037	126	31	tf	tf	ADJ
epaa-3037	126	32	-	-	PUNCT
epaa-3037	126	33	idf	idf	NOUN
epaa-3037	126	34	value	value	NOUN
epaa-3037	126	35	slightly	slightly	ADV
epaa-3037	126	36	above	above	ADP
epaa-3037	126	37	the	the	DET
epaa-3037	126	38	median	median	NOUN
epaa-3037	126	39	to	to	PART
epaa-3037	126	40	remove	remove	VERB
epaa-3037	126	41	the	the	DET
epaa-3037	126	42	very	very	ADV
epaa-3037	126	43	frequently	frequently	ADV
epaa-3037	126	44	used	use	VERB
epaa-3037	126	45	words	word	NOUN
epaa-3037	126	46	.	.	PUNCT
epaa-3037	127	1	all	all	DET
epaa-3037	127	2	these	these	DET
epaa-3037	127	3	examples	example	NOUN
epaa-3037	127	4	demonstrate	demonstrate	VERB
epaa-3037	127	5	how	how	SCONJ
epaa-3037	127	6	running	running	NOUN
epaa-3037	127	7	topic	topic	NOUN
epaa-3037	127	8	models	model	NOUN
epaa-3037	127	9	entail	entail	VERB
epaa-3037	127	10	the	the	DET
epaa-3037	127	11	researchers	researcher	NOUN
epaa-3037	127	12	’	’	PART
epaa-3037	127	13	modeling	modeling	NOUN
epaa-3037	127	14	decisions	decision	NOUN
epaa-3037	127	15	.	.	PUNCT
epaa-3037	128	1	moreover	moreover	ADV
epaa-3037	128	2	,	,	PUNCT
epaa-3037	128	3	researchers	researcher	NOUN
epaa-3037	128	4	interpret	interpret	VERB
epaa-3037	128	5	the	the	DET
epaa-3037	128	6	topic	topic	NOUN
epaa-3037	128	7	model	model	NOUN
epaa-3037	128	8	output	output	NOUN
epaa-3037	128	9	and	and	CCONJ
epaa-3037	128	10	oftentimes	oftentime	NOUN
epaa-3037	128	11	label	label	VERB
epaa-3037	128	12	the	the	DET
epaa-3037	128	13	topics	topic	NOUN
epaa-3037	128	14	through	through	ADP
epaa-3037	128	15	drawing	draw	VERB
epaa-3037	128	16	upon	upon	SCONJ
epaa-3037	128	17	the	the	DET
epaa-3037	128	18	researchers	researcher	NOUN
epaa-3037	128	19	’	’	PART
epaa-3037	128	20	knowledge	knowledge	NOUN
epaa-3037	128	21	on	on	ADP
epaa-3037	128	22	the	the	DET
epaa-3037	128	23	context	context	NOUN
epaa-3037	128	24	of	of	ADP
epaa-3037	128	25	the	the	DET
epaa-3037	128	26	text	text	NOUN
epaa-3037	128	27	data	datum	NOUN
epaa-3037	128	28	.	.	PUNCT
epaa-3037	129	1	for	for	ADP
epaa-3037	129	2	instance	instance	NOUN
epaa-3037	129	3	,	,	PUNCT
epaa-3037	129	4	to	to	PART
epaa-3037	129	5	label	label	VERB
epaa-3037	129	6	each	each	DET
epaa-3037	129	7	topic	topic	NOUN
epaa-3037	129	8	,	,	PUNCT
epaa-3037	129	9	the	the	DET
epaa-3037	129	10	researchers	researcher	NOUN
epaa-3037	129	11	examined	examine	VERB
epaa-3037	129	12	the	the	DET
epaa-3037	129	13	topics	topic	NOUN
epaa-3037	129	14	that	that	PRON
epaa-3037	129	15	have	have	AUX
epaa-3037	129	16	been	be	AUX
epaa-3037	129	17	identified	identify	VERB
epaa-3037	129	18	periodically	periodically	ADV
epaa-3037	129	19	in	in	ADP
epaa-3037	129	20	the	the	DET
epaa-3037	129	21	existing	exist	VERB
epaa-3037	129	22	literature	literature	NOUN
epaa-3037	129	23	in	in	ADP
epaa-3037	129	24	the	the	DET
epaa-3037	129	25	field	field	NOUN
epaa-3037	129	26	,	,	PUNCT
epaa-3037	129	27	and	and	CCONJ
epaa-3037	129	28	took	take	VERB
epaa-3037	129	29	account	account	NOUN
epaa-3037	129	30	into	into	ADP
epaa-3037	129	31	the	the	DET
epaa-3037	129	32	results	result	NOUN
epaa-3037	129	33	generated	generate	VERB
epaa-3037	129	34	from	from	ADP
epaa-3037	129	35	the	the	DET
epaa-3037	129	36	topic	topic	NOUN
epaa-3037	129	37	models	model	NOUN
epaa-3037	129	38	:	:	PUNCT
epaa-3037	129	39	the	the	DET
epaa-3037	129	40	highprobability	highprobability	NOUN
epaa-3037	129	41	terms	term	NOUN
epaa-3037	129	42	and	and	CCONJ
epaa-3037	129	43	the	the	DET
epaa-3037	129	44	high	high	ADJ
epaa-3037	129	45	-	-	PUNCT
epaa-3037	129	46	probability	probability	NOUN
epaa-3037	129	47	articles	article	NOUN
epaa-3037	129	48	(	(	PUNCT
epaa-3037	129	49	wang	wang	PROPN
epaa-3037	129	50	et	et	PROPN
epaa-3037	129	51	al	al	PROPN
epaa-3037	129	52	.	.	PROPN
epaa-3037	129	53	,	,	PUNCT
epaa-3037	129	54	2017	2017	NUM
epaa-3037	129	55	)	)	PUNCT
epaa-3037	129	56	.	.	PUNCT
epaa-3037	130	1	this	this	DET
epaa-3037	130	2	process	process	NOUN
epaa-3037	130	3	of	of	ADP
epaa-3037	130	4	data	datum	NOUN
epaa-3037	130	5	interpretation	interpretation	NOUN
epaa-3037	130	6	relies	rely	VERB
epaa-3037	130	7	on	on	ADP
epaa-3037	130	8	the	the	DET
epaa-3037	130	9	researchers	researcher	NOUN
epaa-3037	130	10	’	’	PART
epaa-3037	130	11	contextual	contextual	ADJ
epaa-3037	130	12	knowledge	knowledge	NOUN
epaa-3037	130	13	of	of	ADP
epaa-3037	130	14	the	the	DET
epaa-3037	130	15	data	datum	NOUN
epaa-3037	130	16	.	.	PUNCT
epaa-3037	131	1	for	for	ADP
epaa-3037	131	2	this	this	DET
epaa-3037	131	3	reason	reason	NOUN
epaa-3037	131	4	,	,	PUNCT
epaa-3037	131	5	topic	topic	NOUN
epaa-3037	131	6	models	model	NOUN
epaa-3037	131	7	,	,	PUNCT
epaa-3037	131	8	while	while	SCONJ
epaa-3037	131	9	do	do	AUX
epaa-3037	131	10	not	not	PART
epaa-3037	131	11	replace	replace	VERB
epaa-3037	131	12	humans	human	NOUN
epaa-3037	131	13	,	,	PUNCT
epaa-3037	131	14	“	"	PUNCT
epaa-3037	131	15	amplify	amplify	VERB
epaa-3037	131	16	human	human	ADJ
epaa-3037	131	17	abilities	ability	NOUN
epaa-3037	131	18	”	"	PUNCT
epaa-3037	131	19	(	(	PUNCT
epaa-3037	131	20	grimmer	grimmer	PROPN
epaa-3037	131	21	&	&	CCONJ
epaa-3037	131	22	stewart	stewart	PROPN
epaa-3037	131	23	,	,	PUNCT
epaa-3037	131	24	2013	2013	NUM
epaa-3037	131	25	,	,	PUNCT
epaa-3037	131	26	p.	p.	NOUN
epaa-3037	131	27	4	4	NUM
epaa-3037	131	28	)	)	PUNCT
epaa-3037	131	29	.	.	PUNCT
epaa-3037	132	1	to	to	ADP
epaa-3037	132	2	that	that	DET
epaa-3037	132	3	end	end	NOUN
epaa-3037	132	4	,	,	PUNCT
epaa-3037	132	5	the	the	DET
epaa-3037	132	6	most	most	ADV
epaa-3037	132	7	promising	promising	ADJ
epaa-3037	132	8	way	way	NOUN
epaa-3037	132	9	of	of	ADP
epaa-3037	132	10	automated	automate	VERB
epaa-3037	132	11	text	text	NOUN
epaa-3037	132	12	mining	mining	NOUN
epaa-3037	132	13	is	be	AUX
epaa-3037	132	14	not	not	PART
epaa-3037	132	15	to	to	PART
epaa-3037	132	16	negate	negate	VERB
epaa-3037	132	17	the	the	DET
epaa-3037	132	18	researchers	researcher	NOUN
epaa-3037	132	19	’	'	PUNCT
epaa-3037	132	20	need	need	VERB
epaa-3037	132	21	to	to	PART
epaa-3037	132	22	read	read	VERB
epaa-3037	132	23	the	the	DET
epaa-3037	132	24	texts	text	NOUN
epaa-3037	132	25	,	,	PUNCT
epaa-3037	132	26	but	but	CCONJ
epaa-3037	132	27	rather	rather	ADV
epaa-3037	132	28	“	"	PUNCT
epaa-3037	132	29	to	to	PART
epaa-3037	132	30	identify	identify	VERB
epaa-3037	132	31	the	the	DET
epaa-3037	132	32	best	good	ADJ
epaa-3037	132	33	way	way	NOUN
epaa-3037	132	34	to	to	PART
epaa-3037	132	35	use	use	VERB
epaa-3037	132	36	both	both	DET
epaa-3037	132	37	humans	human	NOUN
epaa-3037	132	38	and	and	CCONJ
epaa-3037	132	39	automated	automate	VERB
epaa-3037	132	40	methods	method	NOUN
epaa-3037	132	41	for	for	ADP
epaa-3037	132	42	analyzing	analyze	VERB
epaa-3037	132	43	texts	text	NOUN
epaa-3037	132	44	”	"	PUNCT
epaa-3037	132	45	(	(	PUNCT
epaa-3037	132	46	grimmer	grimmer	PROPN
epaa-3037	132	47	&	&	CCONJ
epaa-3037	132	48	stewart	stewart	PROPN
epaa-3037	132	49	,	,	PUNCT
epaa-3037	132	50	2013	2013	NUM
epaa-3037	132	51	,	,	PUNCT
epaa-3037	132	52	p.	p.	NOUN
epaa-3037	132	53	4	4	NUM
epaa-3037	132	54	)	)	PUNCT
epaa-3037	132	55	.	.	PUNCT
epaa-3037	133	1	network	network	NOUN
epaa-3037	133	2	text	text	NOUN
epaa-3037	133	3	analysis	analysis	NOUN
epaa-3037	133	4	network	network	NOUN
epaa-3037	133	5	text	text	NOUN
epaa-3037	133	6	analysis	analysis	NOUN
epaa-3037	133	7	is	be	AUX
epaa-3037	133	8	another	another	DET
epaa-3037	133	9	emerging	emerge	VERB
epaa-3037	133	10	methodological	methodological	ADJ
epaa-3037	133	11	frontier	frontier	NOUN
epaa-3037	133	12	to	to	PART
epaa-3037	133	13	analyze	analyze	VERB
epaa-3037	133	14	text	text	NOUN
epaa-3037	133	15	data	datum	NOUN
epaa-3037	133	16	.	.	PUNCT
epaa-3037	134	1	a	a	DET
epaa-3037	134	2	network	network	NOUN
epaa-3037	134	3	is	be	AUX
epaa-3037	134	4	formed	form	VERB
epaa-3037	134	5	by	by	ADP
epaa-3037	134	6	nodes	node	NOUN
epaa-3037	134	7	and	and	CCONJ
epaa-3037	134	8	ties	tie	NOUN
epaa-3037	134	9	(	(	PUNCT
epaa-3037	134	10	borgatti	borgatti	PROPN
epaa-3037	134	11	,	,	PUNCT
epaa-3037	134	12	everett	everett	PROPN
epaa-3037	134	13	,	,	PUNCT
epaa-3037	134	14	&	&	CCONJ
epaa-3037	134	15	johnson	johnson	PROPN
epaa-3037	134	16	,	,	PUNCT
epaa-3037	134	17	2013	2013	NUM
epaa-3037	134	18	)	)	PUNCT
epaa-3037	134	19	.	.	PUNCT
epaa-3037	135	1	to	to	PART
epaa-3037	135	2	conceptualize	conceptualize	VERB
epaa-3037	135	3	texts	text	NOUN
epaa-3037	135	4	as	as	ADP
epaa-3037	135	5	networks	network	NOUN
epaa-3037	135	6	,	,	PUNCT
epaa-3037	135	7	the	the	DET
epaa-3037	135	8	units	unit	NOUN
epaa-3037	135	9	of	of	ADP
epaa-3037	135	10	texts	text	NOUN
epaa-3037	135	11	(	(	PUNCT
epaa-3037	135	12	i.e.	i.e.	X
epaa-3037	135	13	,	,	PUNCT
epaa-3037	135	14	words	word	NOUN
epaa-3037	135	15	or	or	CCONJ
epaa-3037	135	16	concepts	concept	NOUN
epaa-3037	135	17	)	)	PUNCT
epaa-3037	135	18	are	be	AUX
epaa-3037	135	19	connected	connect	VERB
epaa-3037	135	20	by	by	ADP
epaa-3037	135	21	the	the	DET
epaa-3037	135	22	ties	tie	NOUN
epaa-3037	135	23	(	(	PUNCT
epaa-3037	135	24	i.e.	i.e.	X
epaa-3037	135	25	,	,	PUNCT
epaa-3037	135	26	the	the	DET
epaa-3037	135	27	co	co	NOUN
epaa-3037	135	28	-	-	NOUN
epaa-3037	135	29	occurrence	occurrence	NOUN
epaa-3037	135	30	of	of	ADP
epaa-3037	135	31	words	word	NOUN
epaa-3037	135	32	or	or	CCONJ
epaa-3037	135	33	the	the	DET
epaa-3037	135	34	relationships	relationship	NOUN
epaa-3037	135	35	between	between	ADP
epaa-3037	135	36	concepts	concept	NOUN
epaa-3037	135	37	;	;	PUNCT
epaa-3037	135	38	verd	verd	PROPN
epaa-3037	135	39	&	&	CCONJ
epaa-3037	135	40	lozares	lozare	NOUN
epaa-3037	135	41	,	,	PUNCT
epaa-3037	135	42	2014	2014	NUM
epaa-3037	135	43	)	)	PUNCT
epaa-3037	135	44	.	.	PUNCT
epaa-3037	136	1	network	network	NOUN
epaa-3037	136	2	text	text	NOUN
epaa-3037	136	3	analysis	analysis	NOUN
epaa-3037	136	4	assumes	assume	VERB
epaa-3037	136	5	that	that	SCONJ
epaa-3037	136	6	the	the	DET
epaa-3037	136	7	semantic	semantic	ADJ
epaa-3037	136	8	meaning	meaning	NOUN
epaa-3037	136	9	of	of	ADP
epaa-3037	136	10	texts	text	NOUN
epaa-3037	136	11	is	be	AUX
epaa-3037	136	12	revealed	reveal	VERB
epaa-3037	136	13	by	by	ADP
epaa-3037	136	14	the	the	DET
epaa-3037	136	15	patterns	pattern	NOUN
epaa-3037	136	16	of	of	ADP
epaa-3037	136	17	network	network	NOUN
epaa-3037	136	18	structure	structure	NOUN
epaa-3037	136	19	—	—	PUNCT
epaa-3037	136	20	how	how	SCONJ
epaa-3037	136	21	the	the	DET
epaa-3037	136	22	units	unit	NOUN
epaa-3037	136	23	of	of	ADP
epaa-3037	136	24	texts	text	NOUN
epaa-3037	136	25	are	be	AUX
epaa-3037	136	26	connected	connect	VERB
epaa-3037	136	27	in	in	ADP
epaa-3037	136	28	the	the	DET
epaa-3037	136	29	network	network	NOUN
epaa-3037	136	30	(	(	PUNCT
epaa-3037	136	31	diesner	diesner	NOUN
epaa-3037	136	32	&	&	CCONJ
epaa-3037	136	33	carley	carley	PROPN
epaa-3037	136	34	,	,	PUNCT
epaa-3037	136	35	2005	2005	NUM
epaa-3037	136	36	)	)	PUNCT
epaa-3037	136	37	.	.	PUNCT
epaa-3037	137	1	for	for	ADP
epaa-3037	137	2	instance	instance	NOUN
epaa-3037	137	3	,	,	PUNCT
epaa-3037	137	4	in	in	ADP
epaa-3037	137	5	the	the	DET
epaa-3037	137	6	network	network	NOUN
epaa-3037	137	7	text	text	NOUN
epaa-3037	137	8	analysis	analysis	NOUN
epaa-3037	137	9	of	of	ADP
epaa-3037	137	10	stem	stem	NOUN
epaa-3037	137	11	-	-	PUNCT
epaa-3037	137	12	cell	cell	NOUN
epaa-3037	137	13	research	research	NOUN
epaa-3037	137	14	literature	literature	NOUN
epaa-3037	137	15	,	,	PUNCT
epaa-3037	137	16	the	the	DET
epaa-3037	137	17	words	word	NOUN
epaa-3037	137	18	—	—	PUNCT
epaa-3037	137	19	such	such	ADJ
epaa-3037	137	20	as	as	ADP
epaa-3037	137	21	“	"	PUNCT
epaa-3037	137	22	bone	bone	NOUN
epaa-3037	137	23	,	,	PUNCT
epaa-3037	137	24	”	"	PUNCT
epaa-3037	137	25	“	"	PUNCT
epaa-3037	137	26	marrow	marrow	NOUN
epaa-3037	137	27	,	,	PUNCT
epaa-3037	137	28	”	"	PUNCT
epaa-3037	137	29	“	"	PUNCT
epaa-3037	137	30	transplantation	transplantation	NOUN
epaa-3037	137	31	,	,	PUNCT
epaa-3037	137	32	”	"	PUNCT
epaa-3037	137	33	“	"	PUNCT
epaa-3037	137	34	tissue	tissue	NOUN
epaa-3037	137	35	,	,	PUNCT
epaa-3037	137	36	”	"	PUNCT
epaa-3037	137	37	and	and	CCONJ
epaa-3037	137	38	“	"	PUNCT
epaa-3037	137	39	peripheral”—are	peripheral”—are	AUX
epaa-3037	137	40	tightly	tightly	ADV
epaa-3037	137	41	connected	connect	VERB
epaa-3037	137	42	by	by	ADP
epaa-3037	137	43	their	their	PRON
epaa-3037	137	44	co	co	NOUN
epaa-3037	137	45	-	-	NOUN
epaa-3037	137	46	occurrence	occurrence	ADJ
epaa-3037	137	47	ties	tie	NOUN
epaa-3037	137	48	education	education	NOUN
epaa-3037	137	49	policy	policy	NOUN
epaa-3037	137	50	analysis	analysis	NOUN
epaa-3037	137	51	archives	archive	NOUN
epaa-3037	137	52	vol	vol	NOUN
epaa-3037	137	53	.	.	PUNCT
epaa-3037	138	1	25	25	NUM
epaa-3037	138	2	no	no	NOUN
epaa-3037	138	3	.	.	NOUN
epaa-3037	139	1	94	94	NUM
epaa-3037	139	2	8	8	NUM
epaa-3037	139	3	(	(	PUNCT
epaa-3037	139	4	leydesdorff	leydesdorff	PROPN
epaa-3037	139	5	&	&	CCONJ
epaa-3037	139	6	hellsten	hellsten	ADJ
epaa-3037	139	7	,	,	PUNCT
epaa-3037	139	8	2005	2005	NUM
epaa-3037	139	9	)	)	PUNCT
epaa-3037	139	10	,	,	PUNCT
epaa-3037	139	11	denoting	denote	VERB
epaa-3037	139	12	that	that	SCONJ
epaa-3037	139	13	the	the	DET
epaa-3037	139	14	co	co	NOUN
epaa-3037	139	15	-	-	NOUN
epaa-3037	139	16	occurrence	occurrence	ADJ
epaa-3037	139	17	relationships	relationship	NOUN
epaa-3037	139	18	between	between	ADP
epaa-3037	139	19	the	the	DET
epaa-3037	139	20	tightly	tightly	ADV
epaa-3037	139	21	connected	connect	VERB
epaa-3037	139	22	words	word	NOUN
epaa-3037	139	23	are	be	AUX
epaa-3037	139	24	stronger	strong	ADJ
epaa-3037	139	25	than	than	ADP
epaa-3037	139	26	those	those	DET
epaa-3037	139	27	words	word	NOUN
epaa-3037	139	28	with	with	ADP
epaa-3037	139	29	others	other	NOUN
epaa-3037	139	30	.	.	PUNCT
epaa-3037	140	1	in	in	ADP
epaa-3037	140	2	the	the	DET
epaa-3037	140	3	network	network	NOUN
epaa-3037	140	4	analysis	analysis	NOUN
epaa-3037	140	5	of	of	ADP
epaa-3037	140	6	texts	text	NOUN
epaa-3037	140	7	compiled	compile	VERB
epaa-3037	140	8	by	by	ADP
epaa-3037	140	9	1.9	1.9	NUM
epaa-3037	140	10	billion	billion	NUM
epaa-3037	140	11	anonymous	anonymous	ADJ
epaa-3037	140	12	queries	query	NOUN
epaa-3037	140	13	on	on	ADP
epaa-3037	140	14	epilepsy	epilepsy	NOUN
epaa-3037	140	15	,	,	PUNCT
epaa-3037	140	16	the	the	DET
epaa-3037	140	17	nodes	node	NOUN
epaa-3037	140	18	are	be	AUX
epaa-3037	140	19	the	the	DET
epaa-3037	140	20	words	word	NOUN
epaa-3037	140	21	that	that	PRON
epaa-3037	140	22	are	be	AUX
epaa-3037	140	23	connected	connect	VERB
epaa-3037	140	24	by	by	ADP
epaa-3037	140	25	the	the	DET
epaa-3037	140	26	co	co	NOUN
epaa-3037	140	27	-	-	NOUN
epaa-3037	140	28	occurrence	occurrence	ADJ
epaa-3037	140	29	ties	tie	NOUN
epaa-3037	140	30	;	;	PUNCT
epaa-3037	140	31	the	the	DET
epaa-3037	140	32	tightly	tightly	ADV
epaa-3037	140	33	connected	connect	VERB
epaa-3037	140	34	clusters	cluster	NOUN
epaa-3037	140	35	of	of	ADP
epaa-3037	140	36	words	word	NOUN
epaa-3037	140	37	suggest	suggest	VERB
epaa-3037	140	38	the	the	DET
epaa-3037	140	39	topics	topic	NOUN
epaa-3037	140	40	,	,	PUNCT
epaa-3037	140	41	including	include	VERB
epaa-3037	140	42	the	the	DET
epaa-3037	140	43	seizures	seizure	NOUN
epaa-3037	140	44	and	and	CCONJ
epaa-3037	140	45	their	their	PRON
epaa-3037	140	46	effects	effect	NOUN
epaa-3037	140	47	on	on	ADP
epaa-3037	140	48	the	the	DET
epaa-3037	140	49	body	body	NOUN
epaa-3037	140	50	,	,	PUNCT
epaa-3037	140	51	anti	anti	ADJ
epaa-3037	140	52	-	-	ADJ
epaa-3037	140	53	epileptic	epileptic	ADJ
epaa-3037	140	54	drugs	drug	NOUN
epaa-3037	140	55	and	and	CCONJ
epaa-3037	140	56	their	their	PRON
epaa-3037	140	57	side	side	NOUN
epaa-3037	140	58	effects	effect	NOUN
epaa-3037	140	59	,	,	PUNCT
epaa-3037	140	60	and	and	CCONJ
epaa-3037	140	61	the	the	DET
epaa-3037	140	62	life	life	NOUN
epaa-3037	140	63	changes	change	NOUN
epaa-3037	140	64	(	(	PUNCT
epaa-3037	140	65	e.g.	e.g.	ADV
epaa-3037	140	66	,	,	PUNCT
epaa-3037	140	67	driving	driving	NOUN
epaa-3037	140	68	and	and	CCONJ
epaa-3037	140	69	employment	employment	NOUN
epaa-3037	140	70	)	)	PUNCT
epaa-3037	140	71	related	relate	VERB
epaa-3037	140	72	to	to	ADP
epaa-3037	140	73	epilepsy	epilepsy	PROPN
epaa-3037	140	74	(	(	PUNCT
epaa-3037	140	75	miller	miller	PROPN
epaa-3037	140	76	,	,	PUNCT
epaa-3037	140	77	groves	grove	NOUN
epaa-3037	140	78	,	,	PUNCT
epaa-3037	140	79	knopf	knopf	PROPN
epaa-3037	140	80	,	,	PUNCT
epaa-3037	140	81	otte	otte	PROPN
epaa-3037	140	82	,	,	PUNCT
epaa-3037	140	83	&	&	CCONJ
epaa-3037	140	84	silverman	silverman	PROPN
epaa-3037	140	85	,	,	PUNCT
epaa-3037	140	86	2017	2017	NUM
epaa-3037	140	87	)	)	PUNCT
epaa-3037	140	88	.	.	PUNCT
epaa-3037	141	1	in	in	ADP
epaa-3037	141	2	addition	addition	NOUN
epaa-3037	141	3	to	to	ADP
epaa-3037	141	4	conceptualizing	conceptualize	VERB
epaa-3037	141	5	words	word	NOUN
epaa-3037	141	6	as	as	ADP
epaa-3037	141	7	the	the	DET
epaa-3037	141	8	units	unit	NOUN
epaa-3037	141	9	of	of	ADP
epaa-3037	141	10	texts	text	NOUN
epaa-3037	141	11	in	in	ADP
epaa-3037	141	12	the	the	DET
epaa-3037	141	13	networks	network	NOUN
epaa-3037	141	14	,	,	PUNCT
epaa-3037	141	15	researchers	researcher	NOUN
epaa-3037	141	16	also	also	ADV
epaa-3037	141	17	consider	consider	VERB
epaa-3037	141	18	hashtags	hashtag	NOUN
epaa-3037	141	19	as	as	ADP
epaa-3037	141	20	the	the	DET
epaa-3037	141	21	units	unit	NOUN
epaa-3037	141	22	of	of	ADP
epaa-3037	141	23	texts	text	NOUN
epaa-3037	141	24	in	in	ADP
epaa-3037	141	25	analyzing	analyze	VERB
epaa-3037	141	26	the	the	DET
epaa-3037	141	27	text	text	NOUN
epaa-3037	141	28	data	datum	NOUN
epaa-3037	141	29	acquired	acquire	VERB
epaa-3037	141	30	from	from	ADP
epaa-3037	141	31	social	social	ADJ
epaa-3037	141	32	media	medium	NOUN
epaa-3037	141	33	.	.	PUNCT
epaa-3037	142	1	for	for	ADP
epaa-3037	142	2	instance	instance	NOUN
epaa-3037	142	3	,	,	PUNCT
epaa-3037	142	4	in	in	ADP
epaa-3037	142	5	the	the	DET
epaa-3037	142	6	network	network	NOUN
epaa-3037	142	7	analysis	analysis	NOUN
epaa-3037	142	8	of	of	ADP
epaa-3037	142	9	660,051	660,051	NUM
epaa-3037	142	10	tweets	tweet	NOUN
epaa-3037	142	11	containing	contain	VERB
epaa-3037	142	12	the	the	DET
epaa-3037	142	13	hashtags	hashtag	NOUN
epaa-3037	142	14	#	#	SYM
epaa-3037	142	15	commoncore	commoncore	NOUN
epaa-3037	142	16	and	and	CCONJ
epaa-3037	142	17	#	#	ADP
epaa-3037	142	18	ccss	ccss	NOUN
epaa-3037	142	19	(	(	PUNCT
epaa-3037	142	20	the	the	DET
epaa-3037	142	21	common	common	ADJ
epaa-3037	142	22	core	core	NOUN
epaa-3037	142	23	state	state	NOUN
epaa-3037	142	24	standards	standard	NOUN
epaa-3037	142	25	)	)	PUNCT
epaa-3037	142	26	,	,	PUNCT
epaa-3037	142	27	the	the	DET
epaa-3037	142	28	nodes	node	NOUN
epaa-3037	142	29	are	be	AUX
epaa-3037	142	30	the	the	DET
epaa-3037	142	31	hashtags	hashtag	NOUN
epaa-3037	142	32	that	that	PRON
epaa-3037	142	33	are	be	AUX
epaa-3037	142	34	connected	connect	VERB
epaa-3037	142	35	by	by	ADP
epaa-3037	142	36	the	the	DET
epaa-3037	142	37	co	co	NOUN
epaa-3037	142	38	-	-	NOUN
epaa-3037	142	39	occurrence	occurrence	ADJ
epaa-3037	142	40	ties	tie	NOUN
epaa-3037	142	41	;	;	PUNCT
epaa-3037	142	42	the	the	DET
epaa-3037	142	43	tightly	tightly	ADV
epaa-3037	142	44	connected	connected	ADJ
epaa-3037	142	45	clusters	cluster	NOUN
epaa-3037	142	46	detected	detect	VERB
epaa-3037	142	47	by	by	ADP
epaa-3037	142	48	the	the	DET
epaa-3037	142	49	faction	faction	NOUN
epaa-3037	142	50	algorithm	algorithm	NOUN
epaa-3037	142	51	suggest	suggest	VERB
epaa-3037	142	52	the	the	DET
epaa-3037	142	53	online	online	ADJ
epaa-3037	142	54	discourse	discourse	NOUN
epaa-3037	142	55	on	on	ADP
epaa-3037	142	56	the	the	DET
epaa-3037	142	57	common	common	ADJ
epaa-3037	142	58	core	core	NOUN
epaa-3037	142	59	state	state	NOUN
epaa-3037	142	60	standards	standard	NOUN
epaa-3037	142	61	on	on	ADP
epaa-3037	142	62	twitter	twitter	NOUN
epaa-3037	142	63	centered	center	VERB
epaa-3037	142	64	around	around	ADP
epaa-3037	142	65	the	the	DET
epaa-3037	142	66	topics	topic	NOUN
epaa-3037	142	67	,	,	PUNCT
epaa-3037	142	68	including	include	VERB
epaa-3037	142	69	the	the	DET
epaa-3037	142	70	republican	republican	PROPN
epaa-3037	142	71	party	party	PROPN
epaa-3037	142	72	’s	’s	PART
epaa-3037	142	73	2016	2016	NUM
epaa-3037	142	74	presidential	presidential	ADJ
epaa-3037	142	75	candidates	candidate	NOUN
epaa-3037	142	76	(	(	PUNCT
epaa-3037	142	77	e.g.	e.g.	ADV
epaa-3037	142	78	,	,	PUNCT
epaa-3037	142	79	#	#	ADP
epaa-3037	142	80	trump2016	trump2016	PROPN
epaa-3037	142	81	and	and	CCONJ
epaa-3037	142	82	#	#	SYM
epaa-3037	142	83	tedcruz2016	tedcruz2016	PROPN
epaa-3037	142	84	)	)	PUNCT
epaa-3037	142	85	,	,	PUNCT
epaa-3037	142	86	anti	anti	ADJ
epaa-3037	142	87	-	-	ADJ
epaa-3037	142	88	common	common	ADJ
epaa-3037	142	89	core	core	NOUN
epaa-3037	142	90	(	(	PUNCT
epaa-3037	142	91	e.g.	e.g.	ADV
epaa-3037	142	92	,	,	PUNCT
epaa-3037	142	93	#	#	SYM
epaa-3037	142	94	stopcommoncor	stopcommoncor	NOUN
epaa-3037	142	95	and	and	CCONJ
epaa-3037	142	96	#	#	SYM
epaa-3037	142	97	stopcc	stopcc	NOUN
epaa-3037	142	98	)	)	PUNCT
epaa-3037	142	99	,	,	PUNCT
epaa-3037	142	100	education	education	NOUN
epaa-3037	142	101	policy	policy	NOUN
epaa-3037	142	102	and	and	CCONJ
epaa-3037	142	103	reform	reform	NOUN
epaa-3037	142	104	(	(	PUNCT
epaa-3037	142	105	e.g.	e.g.	ADV
epaa-3037	142	106	,	,	PUNCT
epaa-3037	142	107	#	#	NOUN
epaa-3037	142	108	nclb	nclb	NOUN
epaa-3037	142	109	and	and	CCONJ
epaa-3037	142	110	#	#	SYM
epaa-3037	142	111	essa	essa	NOUN
epaa-3037	142	112	)	)	PUNCT
epaa-3037	142	113	,	,	PUNCT
epaa-3037	142	114	as	as	ADV
epaa-3037	142	115	well	well	ADV
epaa-3037	142	116	as	as	ADP
epaa-3037	142	117	teaching	teaching	NOUN
epaa-3037	142	118	and	and	CCONJ
epaa-3037	142	119	testing	testing	NOUN
epaa-3037	142	120	(	(	PUNCT
epaa-3037	142	121	e.g.	e.g.	ADV
epaa-3037	142	122	,	,	PUNCT
epaa-3037	142	123	#	#	NOUN
epaa-3037	142	124	teaching	teaching	NOUN
epaa-3037	142	125	and	and	CCONJ
epaa-3037	142	126	#	#	SYM
epaa-3037	142	127	testing	testing	NOUN
epaa-3037	142	128	)	)	PUNCT
epaa-3037	142	129	(	(	PUNCT
epaa-3037	142	130	wang	wang	PROPN
epaa-3037	142	131	&	&	CCONJ
epaa-3037	142	132	fikis	fikis	PROPN
epaa-3037	142	133	,	,	PUNCT
epaa-3037	142	134	2017	2017	NUM
epaa-3037	142	135	)	)	PUNCT
epaa-3037	142	136	.	.	PUNCT
epaa-3037	143	1	another	another	DET
epaa-3037	143	2	novel	novel	ADJ
epaa-3037	143	3	approach	approach	NOUN
epaa-3037	143	4	to	to	ADP
epaa-3037	143	5	conceptualizing	conceptualize	VERB
epaa-3037	143	6	texts	text	NOUN
epaa-3037	143	7	as	as	SCONJ
epaa-3037	143	8	the	the	DET
epaa-3037	143	9	networks	network	NOUN
epaa-3037	143	10	is	be	AUX
epaa-3037	143	11	to	to	PART
epaa-3037	143	12	consider	consider	VERB
epaa-3037	143	13	nodes	node	NOUN
epaa-3037	143	14	as	as	ADP
epaa-3037	143	15	the	the	DET
epaa-3037	143	16	nouns	noun	NOUN
epaa-3037	143	17	that	that	PRON
epaa-3037	143	18	are	be	AUX
epaa-3037	143	19	connected	connect	VERB
epaa-3037	143	20	by	by	ADP
epaa-3037	143	21	the	the	DET
epaa-3037	143	22	verbs	verbs	PROPN
epaa-3037	143	23	as	as	ADP
epaa-3037	143	24	ties	tie	NOUN
epaa-3037	143	25	.	.	PUNCT
epaa-3037	144	1	for	for	ADP
epaa-3037	144	2	instance	instance	NOUN
epaa-3037	144	3	,	,	PUNCT
epaa-3037	144	4	in	in	ADP
epaa-3037	144	5	the	the	DET
epaa-3037	144	6	network	network	NOUN
epaa-3037	144	7	analysis	analysis	NOUN
epaa-3037	144	8	of	of	ADP
epaa-3037	144	9	130,213	130,213	NUM
epaa-3037	144	10	news	news	NOUN
epaa-3037	144	11	articles	article	NOUN
epaa-3037	144	12	on	on	ADP
epaa-3037	144	13	the	the	DET
epaa-3037	144	14	2012	2012	NUM
epaa-3037	144	15	u.s	u.s	PROPN
epaa-3037	144	16	.	.	PROPN
epaa-3037	144	17	presidential	presidential	ADJ
epaa-3037	144	18	elections	election	NOUN
epaa-3037	144	19	,	,	PUNCT
epaa-3037	144	20	the	the	DET
epaa-3037	144	21	nodes	node	NOUN
epaa-3037	144	22	are	be	AUX
epaa-3037	144	23	the	the	DET
epaa-3037	144	24	nouns	noun	NOUN
epaa-3037	144	25	such	such	ADJ
epaa-3037	144	26	as	as	ADP
epaa-3037	144	27	obama	obama	NOUN
epaa-3037	144	28	,	,	PUNCT
epaa-3037	144	29	economy	economy	NOUN
epaa-3037	144	30	,	,	PUNCT
epaa-3037	144	31	and	and	CCONJ
epaa-3037	144	32	efforts	effort	NOUN
epaa-3037	144	33	,	,	PUNCT
epaa-3037	144	34	and	and	CCONJ
epaa-3037	144	35	the	the	DET
epaa-3037	144	36	ties	tie	NOUN
epaa-3037	144	37	are	be	AUX
epaa-3037	144	38	the	the	DET
epaa-3037	144	39	verbs	verb	NOUN
epaa-3037	144	40	such	such	ADJ
epaa-3037	144	41	as	as	ADP
epaa-3037	144	42	celebrate	celebrate	NOUN
epaa-3037	144	43	,	,	PUNCT
epaa-3037	144	44	acclaim	acclaim	NOUN
epaa-3037	144	45	,	,	PUNCT
epaa-3037	144	46	and	and	CCONJ
epaa-3037	144	47	blame	blame	NOUN
epaa-3037	144	48	(	(	PUNCT
epaa-3037	144	49	sudhahar	sudhahar	PROPN
epaa-3037	144	50	,	,	PUNCT
epaa-3037	144	51	veltri	veltri	PROPN
epaa-3037	144	52	,	,	PUNCT
epaa-3037	144	53	&	&	CCONJ
epaa-3037	144	54	cristianini	cristianini	PROPN
epaa-3037	144	55	,	,	PUNCT
epaa-3037	144	56	2015	2015	NUM
epaa-3037	144	57	)	)	PUNCT
epaa-3037	144	58	.	.	PUNCT
epaa-3037	145	1	both	both	DET
epaa-3037	145	2	network	network	NOUN
epaa-3037	145	3	text	text	NOUN
epaa-3037	145	4	analysis	analysis	NOUN
epaa-3037	145	5	and	and	CCONJ
epaa-3037	145	6	the	the	DET
epaa-3037	145	7	aforementioned	aforementioned	ADJ
epaa-3037	145	8	topic	topic	NOUN
epaa-3037	145	9	models	model	NOUN
epaa-3037	145	10	are	be	AUX
epaa-3037	145	11	emerging	emerge	VERB
epaa-3037	145	12	methodological	methodological	ADJ
epaa-3037	145	13	approaches	approach	NOUN
epaa-3037	145	14	to	to	PART
epaa-3037	145	15	analyze	analyze	VERB
epaa-3037	145	16	text	text	NOUN
epaa-3037	145	17	data	datum	NOUN
epaa-3037	145	18	.	.	PUNCT
epaa-3037	146	1	one	one	PRON
epaa-3037	146	2	might	might	AUX
epaa-3037	146	3	wonder	wonder	VERB
epaa-3037	146	4	:	:	PUNCT
epaa-3037	146	5	if	if	SCONJ
epaa-3037	146	6	we	we	PRON
epaa-3037	146	7	use	use	VERB
epaa-3037	146	8	the	the	DET
epaa-3037	146	9	two	two	NUM
epaa-3037	146	10	methods	method	NOUN
epaa-3037	146	11	to	to	PART
epaa-3037	146	12	analyze	analyze	VERB
epaa-3037	146	13	the	the	DET
epaa-3037	146	14	same	same	ADJ
epaa-3037	146	15	text	text	NOUN
epaa-3037	146	16	dataset	dataset	NOUN
epaa-3037	146	17	,	,	PUNCT
epaa-3037	146	18	do	do	AUX
epaa-3037	146	19	their	their	PRON
epaa-3037	146	20	results	result	NOUN
epaa-3037	146	21	differ	differ	VERB
epaa-3037	146	22	?	?	PUNCT
epaa-3037	147	1	the	the	DET
epaa-3037	147	2	answer	answer	NOUN
epaa-3037	147	3	,	,	PUNCT
epaa-3037	147	4	according	accord	VERB
epaa-3037	147	5	to	to	ADP
epaa-3037	147	6	the	the	DET
epaa-3037	147	7	literature	literature	NOUN
epaa-3037	147	8	(	(	PUNCT
epaa-3037	147	9	leydesdorff	leydesdorff	PROPN
epaa-3037	147	10	&	&	CCONJ
epaa-3037	147	11	nerghes	nerghe	NOUN
epaa-3037	147	12	,	,	PUNCT
epaa-3037	147	13	2015	2015	NUM
epaa-3037	147	14	;	;	PUNCT
epaa-3037	147	15	wang	wang	PROPN
epaa-3037	147	16	&	&	CCONJ
epaa-3037	147	17	fikis	fikis	PROPN
epaa-3037	147	18	,	,	PUNCT
epaa-3037	147	19	2016	2016	NUM
epaa-3037	147	20	)	)	PUNCT
epaa-3037	147	21	,	,	PUNCT
epaa-3037	147	22	is	be	AUX
epaa-3037	147	23	affirmative	affirmative	ADJ
epaa-3037	147	24	.	.	PUNCT
epaa-3037	148	1	in	in	ADP
epaa-3037	148	2	fact	fact	NOUN
epaa-3037	148	3	,	,	PUNCT
epaa-3037	148	4	the	the	DET
epaa-3037	148	5	two	two	NUM
epaa-3037	148	6	methods	method	NOUN
epaa-3037	148	7	can	can	AUX
epaa-3037	148	8	yield	yield	VERB
epaa-3037	148	9	the	the	DET
epaa-3037	148	10	results	result	NOUN
epaa-3037	148	11	that	that	PRON
epaa-3037	148	12	are	be	AUX
epaa-3037	148	13	significantly	significantly	ADV
epaa-3037	148	14	uncorrelated	uncorrelated	ADJ
epaa-3037	148	15	.	.	PUNCT
epaa-3037	149	1	this	this	PRON
epaa-3037	149	2	by	by	ADP
epaa-3037	149	3	no	no	DET
epaa-3037	149	4	means	means	NOUN
epaa-3037	149	5	suggests	suggest	VERB
epaa-3037	149	6	topics	topic	NOUN
epaa-3037	149	7	models	model	NOUN
epaa-3037	149	8	and	and	CCONJ
epaa-3037	149	9	network	network	NOUN
epaa-3037	149	10	text	text	NOUN
epaa-3037	149	11	analysis	analysis	NOUN
epaa-3037	149	12	are	be	AUX
epaa-3037	149	13	invalid	invalid	ADJ
epaa-3037	149	14	.	.	PUNCT
epaa-3037	150	1	rather	rather	ADV
epaa-3037	150	2	,	,	PUNCT
epaa-3037	150	3	it	it	PRON
epaa-3037	150	4	suggests	suggest	VERB
epaa-3037	150	5	the	the	DET
epaa-3037	150	6	methods	method	NOUN
epaa-3037	150	7	work	work	VERB
epaa-3037	150	8	well	well	ADV
epaa-3037	150	9	if	if	SCONJ
epaa-3037	150	10	applied	apply	VERB
epaa-3037	150	11	for	for	ADP
epaa-3037	150	12	different	different	ADJ
epaa-3037	150	13	purposes	purpose	NOUN
epaa-3037	150	14	:	:	PUNCT
epaa-3037	150	15	the	the	DET
epaa-3037	150	16	topic	topic	NOUN
epaa-3037	150	17	modeling	modeling	NOUN
epaa-3037	150	18	is	be	AUX
epaa-3037	150	19	more	more	ADV
epaa-3037	150	20	appropriate	appropriate	ADJ
epaa-3037	150	21	to	to	PART
epaa-3037	150	22	reveal	reveal	VERB
epaa-3037	150	23	similarities	similarity	NOUN
epaa-3037	150	24	,	,	PUNCT
epaa-3037	150	25	whereas	whereas	SCONJ
epaa-3037	150	26	network	network	NOUN
epaa-3037	150	27	text	text	NOUN
epaa-3037	150	28	analysis	analysis	NOUN
epaa-3037	150	29	is	be	AUX
epaa-3037	150	30	more	more	ADV
epaa-3037	150	31	appropriate	appropriate	ADJ
epaa-3037	150	32	to	to	PART
epaa-3037	150	33	reveal	reveal	VERB
epaa-3037	150	34	semantic	semantic	ADJ
epaa-3037	150	35	meanings	meaning	NOUN
epaa-3037	150	36	.	.	PUNCT
epaa-3037	151	1	the	the	DET
epaa-3037	151	2	different	different	ADJ
epaa-3037	151	3	results	result	NOUN
epaa-3037	151	4	yielded	yield	VERB
epaa-3037	151	5	by	by	ADP
epaa-3037	151	6	using	use	VERB
epaa-3037	151	7	topic	topic	NOUN
epaa-3037	151	8	models	model	NOUN
epaa-3037	151	9	and	and	CCONJ
epaa-3037	151	10	network	network	NOUN
epaa-3037	151	11	text	text	NOUN
epaa-3037	151	12	analysis	analysis	NOUN
epaa-3037	151	13	are	be	AUX
epaa-3037	151	14	analogous	analogous	ADJ
epaa-3037	151	15	to	to	ADP
epaa-3037	151	16	the	the	DET
epaa-3037	151	17	different	different	ADJ
epaa-3037	151	18	results	result	NOUN
epaa-3037	151	19	generated	generate	VERB
epaa-3037	151	20	from	from	ADP
epaa-3037	151	21	using	use	VERB
epaa-3037	151	22	different	different	ADJ
epaa-3037	151	23	conceptual	conceptual	ADJ
epaa-3037	151	24	frameworks	framework	NOUN
epaa-3037	151	25	and	and	CCONJ
epaa-3037	151	26	coding	code	VERB
epaa-3037	151	27	schemes	scheme	NOUN
epaa-3037	151	28	when	when	SCONJ
epaa-3037	151	29	manually	manually	ADV
epaa-3037	151	30	coding	code	VERB
epaa-3037	151	31	the	the	DET
epaa-3037	151	32	same	same	ADJ
epaa-3037	151	33	dataset	dataset	NOUN
epaa-3037	151	34	in	in	ADP
epaa-3037	151	35	qualitative	qualitative	ADJ
epaa-3037	151	36	research	research	NOUN
epaa-3037	151	37	.	.	PUNCT
epaa-3037	152	1	it	it	PRON
epaa-3037	152	2	is	be	AUX
epaa-3037	152	3	worth	worth	ADJ
epaa-3037	152	4	noting	note	VERB
epaa-3037	152	5	that	that	SCONJ
epaa-3037	152	6	when	when	SCONJ
epaa-3037	152	7	analyzing	analyze	VERB
epaa-3037	152	8	the	the	DET
epaa-3037	152	9	hashtag	hashtag	NOUN
epaa-3037	152	10	co	co	NOUN
epaa-3037	152	11	-	-	NOUN
epaa-3037	152	12	occurrence	occurrence	ADJ
epaa-3037	152	13	networks	network	NOUN
epaa-3037	152	14	,	,	PUNCT
epaa-3037	152	15	it	it	PRON
epaa-3037	152	16	is	be	AUX
epaa-3037	152	17	of	of	ADP
epaa-3037	152	18	critical	critical	ADJ
epaa-3037	152	19	importance	importance	NOUN
epaa-3037	152	20	to	to	PART
epaa-3037	152	21	select	select	VERB
epaa-3037	152	22	the	the	DET
epaa-3037	152	23	appropriate	appropriate	ADJ
epaa-3037	152	24	hashtags	hashtag	NOUN
epaa-3037	152	25	.	.	PUNCT
epaa-3037	153	1	the	the	DET
epaa-3037	153	2	hashtags	hashtag	NOUN
epaa-3037	153	3	might	might	AUX
epaa-3037	153	4	keep	keep	VERB
epaa-3037	153	5	changing	change	VERB
epaa-3037	153	6	and	and	CCONJ
epaa-3037	153	7	evolving	evolve	VERB
epaa-3037	153	8	over	over	ADP
epaa-3037	153	9	the	the	DET
epaa-3037	153	10	process	process	NOUN
epaa-3037	153	11	of	of	ADP
epaa-3037	153	12	education	education	NOUN
epaa-3037	153	13	policymaking	policymaking	NOUN
epaa-3037	153	14	and	and	CCONJ
epaa-3037	153	15	implementation	implementation	NOUN
epaa-3037	153	16	.	.	PUNCT
epaa-3037	154	1	correspondingly	correspondingly	ADV
epaa-3037	154	2	,	,	PUNCT
epaa-3037	154	3	the	the	DET
epaa-3037	154	4	appropriate	appropriate	ADJ
epaa-3037	154	5	hashtags	hashtag	NOUN
epaa-3037	154	6	should	should	AUX
epaa-3037	154	7	be	be	AUX
epaa-3037	154	8	broad	broad	ADJ
epaa-3037	154	9	enough	enough	ADV
epaa-3037	154	10	to	to	PART
epaa-3037	154	11	include	include	VERB
epaa-3037	154	12	all	all	DET
epaa-3037	154	13	permutations	permutation	NOUN
epaa-3037	154	14	of	of	ADP
epaa-3037	154	15	the	the	DET
epaa-3037	154	16	words	word	NOUN
epaa-3037	154	17	and	and	CCONJ
epaa-3037	154	18	phrases	phrase	NOUN
epaa-3037	154	19	relevant	relevant	ADJ
epaa-3037	154	20	to	to	ADP
epaa-3037	154	21	the	the	DET
epaa-3037	154	22	topic	topic	NOUN
epaa-3037	154	23	of	of	ADP
epaa-3037	154	24	interest	interest	NOUN
epaa-3037	154	25	.	.	PUNCT
epaa-3037	155	1	however	however	ADV
epaa-3037	155	2	,	,	PUNCT
epaa-3037	155	3	if	if	SCONJ
epaa-3037	155	4	it	it	PRON
epaa-3037	155	5	is	be	AUX
epaa-3037	155	6	too	too	ADV
epaa-3037	155	7	broad	broad	ADJ
epaa-3037	155	8	,	,	PUNCT
epaa-3037	155	9	there	there	PRON
epaa-3037	155	10	is	be	VERB
epaa-3037	155	11	a	a	DET
epaa-3037	155	12	risk	risk	NOUN
epaa-3037	155	13	of	of	ADP
epaa-3037	155	14	including	include	VERB
epaa-3037	155	15	irrelevant	irrelevant	ADJ
epaa-3037	155	16	content	content	NOUN
epaa-3037	155	17	,	,	PUNCT
epaa-3037	155	18	adding	add	VERB
epaa-3037	155	19	noise	noise	NOUN
epaa-3037	155	20	to	to	ADP
epaa-3037	155	21	data	datum	NOUN
epaa-3037	155	22	.	.	PUNCT
epaa-3037	156	1	therefore	therefore	ADV
epaa-3037	156	2	,	,	PUNCT
epaa-3037	156	3	an	an	DET
epaa-3037	156	4	iterative	iterative	NOUN
epaa-3037	156	5	process	process	NOUN
epaa-3037	156	6	is	be	AUX
epaa-3037	156	7	recommended	recommend	VERB
epaa-3037	156	8	to	to	PART
epaa-3037	156	9	examine	examine	VERB
epaa-3037	156	10	the	the	DET
epaa-3037	156	11	data	datum	NOUN
epaa-3037	156	12	retrieved	retrieve	VERB
epaa-3037	156	13	using	use	VERB
epaa-3037	156	14	the	the	DET
epaa-3037	156	15	selected	select	VERB
epaa-3037	156	16	hashtags	hashtag	NOUN
epaa-3037	156	17	.	.	PUNCT
epaa-3037	157	1	sentiment	sentiment	NOUN
epaa-3037	157	2	analysis	analysis	NOUN
epaa-3037	157	3	the	the	DET
epaa-3037	157	4	third	third	ADJ
epaa-3037	157	5	methodological	methodological	ADJ
epaa-3037	157	6	frontier	frontier	NOUN
epaa-3037	157	7	that	that	PRON
epaa-3037	157	8	holds	hold	VERB
epaa-3037	157	9	great	great	ADJ
epaa-3037	157	10	promise	promise	NOUN
epaa-3037	157	11	in	in	ADP
epaa-3037	157	12	education	education	NOUN
epaa-3037	157	13	policy	policy	NOUN
epaa-3037	157	14	research	research	NOUN
epaa-3037	157	15	is	be	AUX
epaa-3037	157	16	sentiment	sentiment	NOUN
epaa-3037	157	17	analysis	analysis	NOUN
epaa-3037	157	18	,	,	PUNCT
epaa-3037	157	19	also	also	ADV
epaa-3037	157	20	known	know	VERB
epaa-3037	157	21	as	as	ADP
epaa-3037	157	22	opinion	opinion	NOUN
epaa-3037	157	23	mining	mining	NOUN
epaa-3037	157	24	.	.	PUNCT
epaa-3037	158	1	sentiment	sentiment	NOUN
epaa-3037	158	2	analysis	analysis	NOUN
epaa-3037	158	3	identifies	identify	VERB
epaa-3037	158	4	the	the	DET
epaa-3037	158	5	sentiment	sentiment	NOUN
epaa-3037	158	6	and	and	CCONJ
epaa-3037	158	7	emotions	emotion	NOUN
epaa-3037	158	8	in	in	ADP
epaa-3037	158	9	text	text	NOUN
epaa-3037	158	10	data	datum	NOUN
epaa-3037	158	11	through	through	ADP
epaa-3037	158	12	detecting	detect	VERB
epaa-3037	158	13	emotion	emotion	NOUN
epaa-3037	158	14	-	-	PUNCT
epaa-3037	158	15	bearing	bear	VERB
epaa-3037	158	16	words	word	NOUN
epaa-3037	158	17	(	(	PUNCT
epaa-3037	158	18	liu	liu	PROPN
epaa-3037	158	19	,	,	PUNCT
epaa-3037	158	20	2010	2010	NUM
epaa-3037	158	21	)	)	PUNCT
epaa-3037	158	22	.	.	PUNCT
epaa-3037	159	1	for	for	ADP
epaa-3037	159	2	instance	instance	NOUN
epaa-3037	159	3	,	,	PUNCT
epaa-3037	159	4	the	the	DET
epaa-3037	159	5	negative	negative	ADJ
epaa-3037	159	6	sentiment	sentiment	NOUN
epaa-3037	159	7	is	be	AUX
epaa-3037	159	8	considered	consider	VERB
epaa-3037	159	9	to	to	PART
epaa-3037	159	10	be	be	AUX
epaa-3037	159	11	expressed	express	VERB
epaa-3037	159	12	in	in	ADP
epaa-3037	159	13	the	the	DET
epaa-3037	159	14	tweet	tweet	NOUN
epaa-3037	159	15	“	"	PUNCT
epaa-3037	159	16	fear	fear	NOUN
epaa-3037	159	17	,	,	PUNCT
epaa-3037	159	18	retaliation	retaliation	NOUN
epaa-3037	159	19	ruled	rule	VERB
epaa-3037	159	20	@userid	@userid	PROPN
epaa-3037	159	21	hr	hr	PROPN
epaa-3037	159	22	department	department	NOUN
epaa-3037	159	23	,	,	PUNCT
epaa-3037	159	24	employees	employee	NOUN
epaa-3037	159	25	say	say	VERB
epaa-3037	159	26	”	"	PUNCT
epaa-3037	159	27	,	,	PUNCT
epaa-3037	159	28	because	because	SCONJ
epaa-3037	159	29	of	of	ADP
epaa-3037	159	30	the	the	DET
epaa-3037	159	31	negative	negative	ADJ
epaa-3037	159	32	emotion	emotion	NOUN
epaa-3037	159	33	-	-	PUNCT
epaa-3037	159	34	bearing	bear	VERB
epaa-3037	159	35	words	word	NOUN
epaa-3037	159	36	(	(	PUNCT
epaa-3037	159	37	i.e.	i.e.	X
epaa-3037	159	38	,	,	PUNCT
epaa-3037	159	39	fear	fear	NOUN
epaa-3037	159	40	and	and	CCONJ
epaa-3037	159	41	retaliation	retaliation	NOUN
epaa-3037	159	42	)	)	PUNCT
epaa-3037	159	43	were	be	AUX
epaa-3037	159	44	used	use	VERB
epaa-3037	159	45	;	;	PUNCT
epaa-3037	159	46	the	the	DET
epaa-3037	159	47	positive	positive	ADJ
epaa-3037	159	48	sentiment	sentiment	NOUN
epaa-3037	159	49	is	be	AUX
epaa-3037	159	50	considered	consider	VERB
epaa-3037	159	51	to	to	PART
epaa-3037	159	52	be	be	AUX
epaa-3037	159	53	expressed	express	VERB
epaa-3037	159	54	in	in	ADP
epaa-3037	159	55	the	the	DET
epaa-3037	159	56	tweet	tweet	NOUN
epaa-3037	159	57	“	"	PUNCT
epaa-3037	159	58	thank	thank	VERB
epaa-3037	159	59	you	you	PRON
epaa-3037	159	60	for	for	ADP
epaa-3037	159	61	surprising	surprising	ADJ
epaa-3037	159	62	one	one	NUM
epaa-3037	159	63	of	of	ADP
epaa-3037	159	64	our	our	PRON
epaa-3037	159	65	amazing	amazing	ADJ
epaa-3037	159	66	teachers	teacher	NOUN
epaa-3037	159	67	today	today	NOUN
epaa-3037	159	68	!	!	PUNCT
epaa-3037	159	69	”	"	PUNCT
epaa-3037	159	70	,	,	PUNCT
epaa-3037	159	71	because	because	SCONJ
epaa-3037	159	72	of	of	ADP
epaa-3037	159	73	the	the	DET
epaa-3037	159	74	positive	positive	ADJ
epaa-3037	159	75	emotion	emotion	NOUN
epaa-3037	159	76	-	-	PUNCT
epaa-3037	159	77	bearing	bear	VERB
epaa-3037	159	78	words	word	NOUN
epaa-3037	159	79	(	(	PUNCT
epaa-3037	159	80	i.e.	i.e.	X
epaa-3037	159	81	,	,	PUNCT
epaa-3037	159	82	thank	thank	VERB
epaa-3037	159	83	and	and	CCONJ
epaa-3037	159	84	amazing	amazing	ADJ
epaa-3037	159	85	)	)	PUNCT
epaa-3037	159	86	were	be	AUX
epaa-3037	159	87	used	use	VERB
epaa-3037	159	88	.	.	PUNCT
epaa-3037	160	1	sentiment	sentiment	NOUN
epaa-3037	160	2	analysis	analysis	NOUN
epaa-3037	160	3	can	can	AUX
epaa-3037	160	4	be	be	AUX
epaa-3037	160	5	applied	apply	VERB
epaa-3037	160	6	at	at	ADP
epaa-3037	160	7	various	various	ADJ
epaa-3037	160	8	levels	level	NOUN
epaa-3037	160	9	(	(	PUNCT
epaa-3037	160	10	e.g.	e.g.	ADV
epaa-3037	160	11	,	,	PUNCT
epaa-3037	160	12	education	education	NOUN
epaa-3037	160	13	policy	policy	NOUN
epaa-3037	160	14	research	research	NOUN
epaa-3037	160	15	in	in	ADP
epaa-3037	160	16	the	the	DET
epaa-3037	160	17	big	big	ADJ
epaa-3037	160	18	data	data	PROPN
epaa-3037	160	19	era	era	NOUN
epaa-3037	160	20	9	9	NUM
epaa-3037	160	21	document	document	NOUN
epaa-3037	160	22	,	,	PUNCT
epaa-3037	160	23	sentence	sentence	NOUN
epaa-3037	160	24	,	,	PUNCT
epaa-3037	160	25	and	and	CCONJ
epaa-3037	160	26	aspect	aspect	NOUN
epaa-3037	160	27	)	)	PUNCT
epaa-3037	160	28	using	use	VERB
epaa-3037	160	29	sentiment	sentiment	NOUN
epaa-3037	160	30	lexicons	lexicon	NOUN
epaa-3037	160	31	such	such	ADJ
epaa-3037	160	32	as	as	ADP
epaa-3037	160	33	sentiwordnet	sentiwordnet	NOUN
epaa-3037	160	34	(	(	PUNCT
epaa-3037	160	35	feldman	feldman	PROPN
epaa-3037	160	36	,	,	PUNCT
epaa-3037	160	37	2013	2013	NUM
epaa-3037	160	38	)	)	PUNCT
epaa-3037	160	39	.	.	PUNCT
epaa-3037	161	1	with	with	ADP
epaa-3037	161	2	the	the	DET
epaa-3037	161	3	wealth	wealth	NOUN
epaa-3037	161	4	of	of	ADP
epaa-3037	161	5	digital	digital	ADJ
epaa-3037	161	6	data	datum	NOUN
epaa-3037	161	7	,	,	PUNCT
epaa-3037	161	8	sentiment	sentiment	NOUN
epaa-3037	161	9	analysis	analysis	NOUN
epaa-3037	161	10	has	have	AUX
epaa-3037	161	11	emerged	emerge	VERB
epaa-3037	161	12	as	as	ADP
epaa-3037	161	13	a	a	DET
epaa-3037	161	14	supplement	supplement	NOUN
epaa-3037	161	15	to	to	ADP
epaa-3037	161	16	the	the	DET
epaa-3037	161	17	existing	exist	VERB
epaa-3037	161	18	methods	method	NOUN
epaa-3037	161	19	(	(	PUNCT
epaa-3037	161	20	e.g.	e.g.	ADV
epaa-3037	161	21	,	,	PUNCT
epaa-3037	161	22	surveys	survey	NOUN
epaa-3037	161	23	and	and	CCONJ
epaa-3037	161	24	interviews	interview	NOUN
epaa-3037	161	25	)	)	PUNCT
epaa-3037	161	26	to	to	PART
epaa-3037	161	27	gauge	gauge	VERB
epaa-3037	161	28	public	public	ADJ
epaa-3037	161	29	opinion	opinion	NOUN
epaa-3037	161	30	—	—	PUNCT
epaa-3037	161	31	an	an	DET
epaa-3037	161	32	aggregate	aggregate	NOUN
epaa-3037	161	33	of	of	ADP
epaa-3037	161	34	individual	individual	ADJ
epaa-3037	161	35	views	view	NOUN
epaa-3037	161	36	,	,	PUNCT
epaa-3037	161	37	attitudes	attitude	NOUN
epaa-3037	161	38	,	,	PUNCT
epaa-3037	161	39	and	and	CCONJ
epaa-3037	161	40	beliefs	belief	NOUN
epaa-3037	161	41	about	about	ADP
epaa-3037	161	42	a	a	DET
epaa-3037	161	43	particular	particular	ADJ
epaa-3037	161	44	topic	topic	NOUN
epaa-3037	161	45	expressed	express	VERB
epaa-3037	161	46	by	by	ADP
epaa-3037	161	47	the	the	DET
epaa-3037	161	48	digital	digital	ADJ
epaa-3037	161	49	public	public	NOUN
epaa-3037	161	50	.	.	PUNCT
epaa-3037	162	1	the	the	DET
epaa-3037	162	2	automated	automate	VERB
epaa-3037	162	3	sentiment	sentiment	NOUN
epaa-3037	162	4	analysis	analysis	NOUN
epaa-3037	162	5	has	have	AUX
epaa-3037	162	6	been	be	AUX
epaa-3037	162	7	applied	apply	VERB
epaa-3037	162	8	to	to	ADP
epaa-3037	162	9	research	research	NOUN
epaa-3037	162	10	in	in	ADP
epaa-3037	162	11	many	many	ADJ
epaa-3037	162	12	fields	field	NOUN
epaa-3037	162	13	to	to	PART
epaa-3037	162	14	examine	examine	VERB
epaa-3037	162	15	public	public	ADJ
epaa-3037	162	16	opinion	opinion	NOUN
epaa-3037	162	17	.	.	PUNCT
epaa-3037	163	1	in	in	ADP
epaa-3037	163	2	business	business	NOUN
epaa-3037	163	3	,	,	PUNCT
epaa-3037	163	4	sentiment	sentiment	NOUN
epaa-3037	163	5	analysis	analysis	NOUN
epaa-3037	163	6	has	have	AUX
epaa-3037	163	7	been	be	AUX
epaa-3037	163	8	used	use	VERB
epaa-3037	163	9	to	to	PART
epaa-3037	163	10	evaluate	evaluate	VERB
epaa-3037	163	11	the	the	DET
epaa-3037	163	12	sentiment	sentiment	NOUN
epaa-3037	163	13	in	in	ADP
epaa-3037	163	14	financial	financial	ADJ
epaa-3037	163	15	news	news	NOUN
epaa-3037	163	16	articles	article	NOUN
epaa-3037	163	17	to	to	PART
epaa-3037	163	18	predict	predict	VERB
epaa-3037	163	19	stock	stock	NOUN
epaa-3037	163	20	prices	price	NOUN
epaa-3037	163	21	(	(	PUNCT
epaa-3037	163	22	schumaker	schumaker	PROPN
epaa-3037	163	23	,	,	PUNCT
epaa-3037	163	24	zhang	zhang	PROPN
epaa-3037	163	25	,	,	PUNCT
epaa-3037	163	26	huang	huang	PROPN
epaa-3037	163	27	,	,	PUNCT
epaa-3037	163	28	&	&	CCONJ
epaa-3037	163	29	chen	chen	PROPN
epaa-3037	163	30	,	,	PUNCT
epaa-3037	163	31	2012	2012	NUM
epaa-3037	163	32	)	)	PUNCT
epaa-3037	163	33	.	.	PUNCT
epaa-3037	164	1	in	in	ADP
epaa-3037	164	2	political	political	ADJ
epaa-3037	164	3	science	science	NOUN
epaa-3037	164	4	,	,	PUNCT
epaa-3037	164	5	sentiment	sentiment	NOUN
epaa-3037	164	6	analysis	analysis	NOUN
epaa-3037	164	7	was	be	AUX
epaa-3037	164	8	conducted	conduct	VERB
epaa-3037	164	9	to	to	PART
epaa-3037	164	10	measure	measure	VERB
epaa-3037	164	11	the	the	DET
epaa-3037	164	12	public	public	ADJ
epaa-3037	164	13	opinion	opinion	NOUN
epaa-3037	164	14	on	on	ADP
epaa-3037	164	15	the	the	DET
epaa-3037	164	16	2008	2008	NUM
epaa-3037	164	17	obama	obama	PROPN
epaa-3037	164	18	-	-	PUNCT
epaa-3037	164	19	mccain	mccain	PROPN
epaa-3037	164	20	debate	debate	NOUN
epaa-3037	164	21	(	(	PUNCT
epaa-3037	164	22	fernández	fernández	PROPN
epaa-3037	164	23	-	-	PUNCT
epaa-3037	164	24	gavilanes	gavilanes	NOUN
epaa-3037	164	25	,	,	PUNCT
epaa-3037	164	26	álvarez	álvarez	NOUN
epaa-3037	164	27	-	-	PUNCT
epaa-3037	164	28	lópez	lópez	NOUN
epaa-3037	164	29	,	,	PUNCT
epaa-3037	164	30	juncal	juncal	ADJ
epaa-3037	164	31	-	-	PUNCT
epaa-3037	164	32	martínez	martínez	NOUN
epaa-3037	164	33	,	,	PUNCT
epaa-3037	164	34	costa	costa	NOUN
epaa-3037	164	35	-	-	PUNCT
epaa-3037	164	36	montenegro	montenegro	PROPN
epaa-3037	164	37	,	,	PUNCT
epaa-3037	164	38	&	&	CCONJ
epaa-3037	164	39	gonzález	gonzález	PROPN
epaa-3037	164	40	-	-	PUNCT
epaa-3037	164	41	castaño	castaño	PROPN
epaa-3037	164	42	,	,	PUNCT
epaa-3037	164	43	2016	2016	NUM
epaa-3037	164	44	)	)	PUNCT
epaa-3037	164	45	.	.	PUNCT
epaa-3037	165	1	in	in	ADP
epaa-3037	165	2	the	the	DET
epaa-3037	165	3	field	field	NOUN
epaa-3037	165	4	of	of	ADP
epaa-3037	165	5	public	public	ADJ
epaa-3037	165	6	policy	policy	NOUN
epaa-3037	165	7	,	,	PUNCT
epaa-3037	165	8	sentiment	sentiment	NOUN
epaa-3037	165	9	analysis	analysis	NOUN
epaa-3037	165	10	was	be	AUX
epaa-3037	165	11	conducted	conduct	VERB
epaa-3037	165	12	to	to	PART
epaa-3037	165	13	gauge	gauge	VERB
epaa-3037	165	14	the	the	DET
epaa-3037	165	15	public	public	ADJ
epaa-3037	165	16	opinion	opinion	NOUN
epaa-3037	165	17	on	on	ADP
epaa-3037	165	18	the	the	DET
epaa-3037	165	19	u.s	u.s	PROPN
epaa-3037	165	20	.	.	PROPN
epaa-3037	165	21	immigration	immigration	NOUN
epaa-3037	165	22	policy	policy	NOUN
epaa-3037	165	23	(	(	PUNCT
epaa-3037	165	24	chung	chung	PROPN
epaa-3037	165	25	&	&	CCONJ
epaa-3037	165	26	zeng	zeng	PROPN
epaa-3037	165	27	,	,	PUNCT
epaa-3037	165	28	2015	2015	NUM
epaa-3037	165	29	)	)	PUNCT
epaa-3037	165	30	and	and	CCONJ
epaa-3037	165	31	crime	crime	NOUN
epaa-3037	165	32	problems	problem	NOUN
epaa-3037	165	33	(	(	PUNCT
epaa-3037	165	34	jeremy	jeremy	PROPN
epaa-3037	165	35	,	,	PUNCT
epaa-3037	165	36	paul	paul	PROPN
epaa-3037	165	37	,	,	PUNCT
epaa-3037	165	38	krone	krone	PROPN
epaa-3037	165	39	,	,	PUNCT
epaa-3037	165	40	spiranovic	spiranovic	ADJ
epaa-3037	165	41	,	,	PUNCT
epaa-3037	165	42	&	&	CCONJ
epaa-3037	165	43	cockburn	cockburn	NOUN
epaa-3037	165	44	,	,	PUNCT
epaa-3037	165	45	2015	2015	NUM
epaa-3037	165	46	)	)	PUNCT
epaa-3037	165	47	.	.	PUNCT
epaa-3037	166	1	in	in	ADP
epaa-3037	166	2	the	the	DET
epaa-3037	166	3	field	field	NOUN
epaa-3037	166	4	of	of	ADP
epaa-3037	166	5	education	education	NOUN
epaa-3037	166	6	policy	policy	NOUN
epaa-3037	166	7	,	,	PUNCT
epaa-3037	166	8	sentiment	sentiment	NOUN
epaa-3037	166	9	analysis	analysis	NOUN
epaa-3037	166	10	was	be	AUX
epaa-3037	166	11	conducted	conduct	VERB
epaa-3037	166	12	to	to	PART
epaa-3037	166	13	investigate	investigate	VERB
epaa-3037	166	14	the	the	DET
epaa-3037	166	15	public	public	ADJ
epaa-3037	166	16	opinion	opinion	NOUN
epaa-3037	166	17	on	on	ADP
epaa-3037	166	18	the	the	DET
epaa-3037	166	19	common	common	ADJ
epaa-3037	166	20	core	core	NOUN
epaa-3037	166	21	,	,	PUNCT
epaa-3037	166	22	and	and	CCONJ
epaa-3037	166	23	it	it	PRON
epaa-3037	166	24	was	be	AUX
epaa-3037	166	25	found	find	VERB
epaa-3037	166	26	that	that	SCONJ
epaa-3037	166	27	the	the	DET
epaa-3037	166	28	negative	negative	ADJ
epaa-3037	166	29	sentiment	sentiment	NOUN
epaa-3037	166	30	surpassed	surpass	VERB
epaa-3037	166	31	the	the	DET
epaa-3037	166	32	positive	positive	ADJ
epaa-3037	166	33	sentiment	sentiment	NOUN
epaa-3037	166	34	in	in	ADP
epaa-3037	166	35	all	all	DET
epaa-3037	166	36	50	50	NUM
epaa-3037	166	37	states	state	NOUN
epaa-3037	166	38	and	and	CCONJ
epaa-3037	166	39	the	the	DET
epaa-3037	166	40	district	district	NOUN
epaa-3037	166	41	of	of	ADP
epaa-3037	166	42	columbia	columbia	PROPN
epaa-3037	166	43	(	(	PUNCT
epaa-3037	166	44	wang	wang	PROPN
epaa-3037	166	45	&	&	CCONJ
epaa-3037	166	46	fikis	fikis	PROPN
epaa-3037	166	47	,	,	PUNCT
epaa-3037	166	48	2017	2017	NUM
epaa-3037	166	49	)	)	PUNCT
epaa-3037	166	50	.	.	PUNCT
epaa-3037	167	1	if	if	SCONJ
epaa-3037	167	2	sentiment	sentiment	NOUN
epaa-3037	167	3	analysis	analysis	NOUN
epaa-3037	167	4	is	be	AUX
epaa-3037	167	5	used	use	VERB
epaa-3037	167	6	to	to	PART
epaa-3037	167	7	analyze	analyze	VERB
epaa-3037	167	8	social	social	ADJ
epaa-3037	167	9	media	medium	NOUN
epaa-3037	167	10	data	datum	NOUN
epaa-3037	167	11	,	,	PUNCT
epaa-3037	167	12	researchers	researcher	NOUN
epaa-3037	167	13	can	can	AUX
epaa-3037	167	14	often	often	ADV
epaa-3037	167	15	pinpoint	pinpoint	VERB
epaa-3037	167	16	the	the	DET
epaa-3037	167	17	geographical	geographical	ADJ
epaa-3037	167	18	locations	location	NOUN
epaa-3037	167	19	of	of	ADP
epaa-3037	167	20	social	social	ADJ
epaa-3037	167	21	media	medium	NOUN
epaa-3037	167	22	users	user	NOUN
epaa-3037	167	23	by	by	ADP
epaa-3037	167	24	geographic	geographic	ADJ
epaa-3037	167	25	identifiers	identifier	NOUN
epaa-3037	167	26	,	,	PUNCT
epaa-3037	167	27	including	include	VERB
epaa-3037	167	28	geotagged	geotagge	VERB
epaa-3037	167	29	locations	location	NOUN
epaa-3037	167	30	and	and	CCONJ
epaa-3037	167	31	self	self	NOUN
epaa-3037	167	32	-	-	PUNCT
epaa-3037	167	33	reported	report	VERB
epaa-3037	167	34	locations	location	NOUN
epaa-3037	167	35	.	.	PUNCT
epaa-3037	168	1	prior	prior	ADJ
epaa-3037	168	2	literature	literature	NOUN
epaa-3037	168	3	has	have	AUX
epaa-3037	168	4	consistently	consistently	ADV
epaa-3037	168	5	suggested	suggest	VERB
epaa-3037	168	6	that	that	SCONJ
epaa-3037	168	7	approximately	approximately	ADV
epaa-3037	168	8	1	1	NUM
epaa-3037	168	9	%	%	NOUN
epaa-3037	168	10	of	of	ADP
epaa-3037	168	11	tweets	tweet	NOUN
epaa-3037	168	12	are	be	AUX
epaa-3037	168	13	geotagged	geotagge	VERB
epaa-3037	168	14	,	,	PUNCT
epaa-3037	168	15	thus	thus	ADV
epaa-3037	168	16	providing	provide	VERB
epaa-3037	168	17	the	the	DET
epaa-3037	168	18	data	datum	NOUN
epaa-3037	168	19	on	on	ADP
epaa-3037	168	20	latitude	latitude	NOUN
epaa-3037	168	21	and	and	CCONJ
epaa-3037	168	22	longitude	longitude	NOUN
epaa-3037	168	23	of	of	ADP
epaa-3037	168	24	the	the	DET
epaa-3037	168	25	locations	location	NOUN
epaa-3037	168	26	where	where	SCONJ
epaa-3037	168	27	the	the	DET
epaa-3037	168	28	tweets	tweet	NOUN
epaa-3037	168	29	are	be	AUX
epaa-3037	168	30	posted	post	VERB
epaa-3037	168	31	(	(	PUNCT
epaa-3037	168	32	e.g.	e.g.	ADJ
epaa-3037	168	33	,	,	PUNCT
epaa-3037	168	34	jahanbakhsh	jahanbakhsh	PROPN
epaa-3037	168	35	&	&	CCONJ
epaa-3037	168	36	moon	moon	PROPN
epaa-3037	168	37	,	,	PUNCT
epaa-3037	168	38	2014	2014	NUM
epaa-3037	168	39	;	;	PUNCT
epaa-3037	168	40	mislove	mislove	NOUN
epaa-3037	168	41	,	,	PUNCT
epaa-3037	168	42	lehmann	lehmann	PROPN
epaa-3037	168	43	,	,	PUNCT
epaa-3037	168	44	ahn	ahn	PROPN
epaa-3037	168	45	,	,	PUNCT
epaa-3037	168	46	onnela	onnela	PROPN
epaa-3037	168	47	,	,	PUNCT
epaa-3037	168	48	&	&	CCONJ
epaa-3037	168	49	rosenquist	rosenquist	NOUN
epaa-3037	168	50	,	,	PUNCT
epaa-3037	168	51	2012	2012	NUM
epaa-3037	168	52	;	;	PUNCT
epaa-3037	168	53	ram	ram	VERB
epaa-3037	168	54	et	et	NOUN
epaa-3037	168	55	al	al	PROPN
epaa-3037	168	56	.	.	PROPN
epaa-3037	168	57	,	,	PUNCT
epaa-3037	168	58	2015	2015	NUM
epaa-3037	168	59	;	;	PUNCT
epaa-3037	168	60	young	young	ADJ
epaa-3037	168	61	,	,	PUNCT
epaa-3037	168	62	rivers	river	NOUN
epaa-3037	168	63	,	,	PUNCT
epaa-3037	168	64	&	&	CCONJ
epaa-3037	168	65	lewis	lewis	PROPN
epaa-3037	168	66	,	,	PUNCT
epaa-3037	168	67	2014	2014	NUM
epaa-3037	168	68	)	)	PUNCT
epaa-3037	168	69	.	.	PUNCT
epaa-3037	169	1	in	in	ADP
epaa-3037	169	2	addition	addition	NOUN
epaa-3037	169	3	,	,	PUNCT
epaa-3037	169	4	around	around	ADP
epaa-3037	169	5	70	70	NUM
epaa-3037	169	6	%	%	NOUN
epaa-3037	169	7	of	of	ADP
epaa-3037	169	8	twitter	twitter	NOUN
epaa-3037	169	9	users	user	NOUN
epaa-3037	169	10	self	self	NOUN
epaa-3037	169	11	-	-	PUNCT
epaa-3037	169	12	report	report	VERB
epaa-3037	169	13	their	their	PRON
epaa-3037	169	14	geographic	geographic	ADJ
epaa-3037	169	15	locations	location	NOUN
epaa-3037	169	16	on	on	ADP
epaa-3037	169	17	their	their	PRON
epaa-3037	169	18	twitter	twitter	NOUN
epaa-3037	169	19	profiles	profile	NOUN
epaa-3037	169	20	(	(	PUNCT
epaa-3037	169	21	e.g.	e.g.	ADV
epaa-3037	169	22	,	,	PUNCT
epaa-3037	169	23	mislove	mislove	VERB
epaa-3037	169	24	et	et	PROPN
epaa-3037	169	25	al	al	PROPN
epaa-3037	169	26	.	.	PROPN
epaa-3037	169	27	,	,	PUNCT
epaa-3037	169	28	2012	2012	NUM
epaa-3037	169	29	;	;	PUNCT
epaa-3037	169	30	wang	wang	PROPN
epaa-3037	169	31	&	&	CCONJ
epaa-3037	169	32	fikis	fikis	PROPN
epaa-3037	169	33	,	,	PUNCT
epaa-3037	169	34	2017	2017	NUM
epaa-3037	169	35	)	)	PUNCT
epaa-3037	169	36	.	.	PUNCT
epaa-3037	170	1	these	these	DET
epaa-3037	170	2	data	datum	NOUN
epaa-3037	170	3	on	on	ADP
epaa-3037	170	4	locations	location	NOUN
epaa-3037	170	5	,	,	PUNCT
epaa-3037	170	6	along	along	ADP
epaa-3037	170	7	with	with	ADP
epaa-3037	170	8	the	the	DET
epaa-3037	170	9	data	datum	NOUN
epaa-3037	170	10	on	on	ADP
epaa-3037	170	11	the	the	DET
epaa-3037	170	12	time	time	NOUN
epaa-3037	170	13	stamps	stamp	NOUN
epaa-3037	170	14	of	of	ADP
epaa-3037	170	15	social	social	ADJ
epaa-3037	170	16	media	medium	NOUN
epaa-3037	170	17	posts	post	NOUN
epaa-3037	170	18	,	,	PUNCT
epaa-3037	170	19	offer	offer	VERB
epaa-3037	170	20	researchers	researcher	NOUN
epaa-3037	170	21	opportunities	opportunity	NOUN
epaa-3037	170	22	to	to	PART
epaa-3037	170	23	examine	examine	VERB
epaa-3037	170	24	when	when	SCONJ
epaa-3037	170	25	and	and	CCONJ
epaa-3037	170	26	how	how	SCONJ
epaa-3037	170	27	public	public	ADJ
epaa-3037	170	28	opinion	opinion	NOUN
epaa-3037	170	29	emerge	emerge	VERB
epaa-3037	170	30	,	,	PUNCT
epaa-3037	170	31	fluctuate	fluctuate	NOUN
epaa-3037	170	32	,	,	PUNCT
epaa-3037	170	33	and	and	CCONJ
epaa-3037	170	34	evolve	evolve	VERB
epaa-3037	170	35	at	at	ADP
epaa-3037	170	36	different	different	ADJ
epaa-3037	170	37	geographical	geographical	ADJ
epaa-3037	170	38	scales	scale	NOUN
epaa-3037	170	39	such	such	ADJ
epaa-3037	170	40	as	as	ADP
epaa-3037	170	41	states	state	NOUN
epaa-3037	170	42	,	,	PUNCT
epaa-3037	170	43	congressional	congressional	ADJ
epaa-3037	170	44	and	and	CCONJ
epaa-3037	170	45	legislative	legislative	ADJ
epaa-3037	170	46	districts	district	NOUN
epaa-3037	170	47	,	,	PUNCT
epaa-3037	170	48	and	and	CCONJ
epaa-3037	170	49	large	large	ADJ
epaa-3037	170	50	cities	city	NOUN
epaa-3037	170	51	and	and	CCONJ
epaa-3037	170	52	towns	town	NOUN
epaa-3037	170	53	.	.	PUNCT
epaa-3037	171	1	moreover	moreover	ADV
epaa-3037	171	2	,	,	PUNCT
epaa-3037	171	3	when	when	SCONJ
epaa-3037	171	4	social	social	ADJ
epaa-3037	171	5	media	media	NOUN
epaa-3037	171	6	users	user	NOUN
epaa-3037	171	7	post	post	VERB
epaa-3037	171	8	selfies	selfie	NOUN
epaa-3037	171	9	like	like	ADP
epaa-3037	171	10	more	more	ADJ
epaa-3037	171	11	than	than	ADP
epaa-3037	171	12	half	half	NOUN
epaa-3037	171	13	of	of	ADP
epaa-3037	171	14	millennials	millennial	NOUN
epaa-3037	171	15	have	have	AUX
epaa-3037	171	16	already	already	ADV
epaa-3037	171	17	done	do	VERB
epaa-3037	171	18	in	in	ADP
epaa-3037	171	19	the	the	DET
epaa-3037	171	20	united	united	PROPN
epaa-3037	171	21	states	states	PROPN
epaa-3037	171	22	(	(	PUNCT
epaa-3037	171	23	taylor	taylor	PROPN
epaa-3037	171	24	,	,	PUNCT
epaa-3037	171	25	2014	2014	NUM
epaa-3037	171	26	;	;	PUNCT
epaa-3037	171	27	wilson	wilson	PROPN
epaa-3037	171	28	,	,	PUNCT
epaa-3037	171	29	2014	2014	NUM
epaa-3037	171	30	)	)	PUNCT
epaa-3037	171	31	,	,	PUNCT
epaa-3037	171	32	the	the	DET
epaa-3037	171	33	public	public	ADJ
epaa-3037	171	34	opinion	opinion	NOUN
epaa-3037	171	35	can	can	AUX
epaa-3037	171	36	be	be	AUX
epaa-3037	171	37	examined	examine	VERB
epaa-3037	171	38	at	at	ADP
epaa-3037	171	39	an	an	DET
epaa-3037	171	40	even	even	ADV
epaa-3037	171	41	more	more	ADV
epaa-3037	171	42	granular	granular	ADJ
epaa-3037	171	43	level	level	NOUN
epaa-3037	171	44	by	by	ADP
epaa-3037	171	45	demographic	demographic	ADJ
epaa-3037	171	46	groups	group	NOUN
epaa-3037	171	47	such	such	ADJ
epaa-3037	171	48	as	as	ADP
epaa-3037	171	49	african	african	ADJ
epaa-3037	171	50	americans	americans	PROPN
epaa-3037	171	51	,	,	PUNCT
epaa-3037	171	52	hispanics	hispanic	NOUN
epaa-3037	171	53	,	,	PUNCT
epaa-3037	171	54	and	and	CCONJ
epaa-3037	171	55	asian	asian	ADJ
epaa-3037	171	56	americans	americans	PROPN
epaa-3037	171	57	.	.	PUNCT
epaa-3037	172	1	more	more	ADV
epaa-3037	172	2	intriguingly	intriguingly	ADV
epaa-3037	172	3	,	,	PUNCT
epaa-3037	172	4	public	public	ADJ
epaa-3037	172	5	opinion	opinion	NOUN
epaa-3037	172	6	is	be	AUX
epaa-3037	172	7	not	not	PART
epaa-3037	172	8	a	a	DET
epaa-3037	172	9	static	static	ADJ
epaa-3037	172	10	entity	entity	NOUN
epaa-3037	172	11	.	.	PUNCT
epaa-3037	173	1	rather	rather	ADV
epaa-3037	173	2	,	,	PUNCT
epaa-3037	173	3	public	public	ADJ
epaa-3037	173	4	opinion	opinion	NOUN
epaa-3037	173	5	is	be	AUX
epaa-3037	173	6	contagious	contagious	ADJ
epaa-3037	173	7	(	(	PUNCT
epaa-3037	173	8	kramer	kramer	PROPN
epaa-3037	173	9	et	et	PROPN
epaa-3037	173	10	al	al	PROPN
epaa-3037	173	11	.	.	PROPN
epaa-3037	173	12	,	,	PUNCT
epaa-3037	173	13	2014	2014	NUM
epaa-3037	173	14	)	)	PUNCT
epaa-3037	173	15	,	,	PUNCT
epaa-3037	173	16	and	and	CCONJ
epaa-3037	173	17	they	they	PRON
epaa-3037	173	18	evolve	evolve	VERB
epaa-3037	173	19	throughout	throughout	ADP
epaa-3037	173	20	the	the	DET
epaa-3037	173	21	policymaking	policymaking	NOUN
epaa-3037	173	22	and	and	CCONJ
epaa-3037	173	23	implementation	implementation	NOUN
epaa-3037	173	24	process	process	NOUN
epaa-3037	173	25	.	.	PUNCT
epaa-3037	174	1	as	as	SCONJ
epaa-3037	174	2	a	a	DET
epaa-3037	174	3	corollary	corollary	ADJ
epaa-3037	174	4	,	,	PUNCT
epaa-3037	174	5	sentiment	sentiment	NOUN
epaa-3037	174	6	analysis	analysis	NOUN
epaa-3037	174	7	can	can	AUX
epaa-3037	174	8	be	be	AUX
epaa-3037	174	9	an	an	DET
epaa-3037	174	10	instrumental	instrumental	ADJ
epaa-3037	174	11	tool	tool	NOUN
epaa-3037	174	12	in	in	ADP
epaa-3037	174	13	education	education	NOUN
epaa-3037	174	14	policy	policy	NOUN
epaa-3037	174	15	research	research	NOUN
epaa-3037	174	16	to	to	PART
epaa-3037	174	17	glean	glean	VERB
epaa-3037	174	18	insights	insight	NOUN
epaa-3037	174	19	into	into	ADP
epaa-3037	174	20	how	how	SCONJ
epaa-3037	174	21	education	education	NOUN
epaa-3037	174	22	policy	policy	NOUN
epaa-3037	174	23	affect	affect	VERB
epaa-3037	174	24	the	the	DET
epaa-3037	174	25	public	public	NOUN
epaa-3037	174	26	,	,	PUNCT
epaa-3037	174	27	and	and	CCONJ
epaa-3037	174	28	the	the	DET
epaa-3037	174	29	interplays	interplay	NOUN
epaa-3037	174	30	among	among	ADP
epaa-3037	174	31	education	education	NOUN
epaa-3037	174	32	policy	policy	NOUN
epaa-3037	174	33	,	,	PUNCT
epaa-3037	174	34	public	public	ADJ
epaa-3037	174	35	opinion	opinion	NOUN
epaa-3037	174	36	,	,	PUNCT
epaa-3037	174	37	and	and	CCONJ
epaa-3037	174	38	policy	policy	NOUN
epaa-3037	174	39	outcomes	outcome	NOUN
epaa-3037	174	40	in	in	ADP
epaa-3037	174	41	diverse	diverse	ADJ
epaa-3037	174	42	political	political	ADJ
epaa-3037	174	43	,	,	PUNCT
epaa-3037	174	44	economic	economic	ADJ
epaa-3037	174	45	,	,	PUNCT
epaa-3037	174	46	and	and	CCONJ
epaa-3037	174	47	cultural	cultural	ADJ
epaa-3037	174	48	contexts	contexts	NOUN
epaa-3037	174	49	.	.	PUNCT
epaa-3037	175	1	like	like	ADP
epaa-3037	175	2	other	other	ADJ
epaa-3037	175	3	methodological	methodological	ADJ
epaa-3037	175	4	approaches	approach	NOUN
epaa-3037	175	5	introduced	introduce	VERB
epaa-3037	175	6	earlier	early	ADV
epaa-3037	175	7	,	,	PUNCT
epaa-3037	175	8	sentiment	sentiment	NOUN
epaa-3037	175	9	analysis	analysis	NOUN
epaa-3037	175	10	is	be	AUX
epaa-3037	175	11	a	a	DET
epaa-3037	175	12	crude	crude	ADJ
epaa-3037	175	13	tool	tool	NOUN
epaa-3037	175	14	to	to	PART
epaa-3037	175	15	detect	detect	VERB
epaa-3037	175	16	sentiment	sentiment	NOUN
epaa-3037	175	17	in	in	ADP
epaa-3037	175	18	large	large	ADJ
epaa-3037	175	19	-	-	PUNCT
epaa-3037	175	20	volume	volume	NOUN
epaa-3037	175	21	text	text	NOUN
epaa-3037	175	22	datasets	dataset	NOUN
epaa-3037	175	23	.	.	PUNCT
epaa-3037	176	1	other	other	ADJ
epaa-3037	176	2	than	than	ADP
epaa-3037	176	3	that	that	PRON
epaa-3037	176	4	,	,	PUNCT
epaa-3037	176	5	the	the	DET
epaa-3037	176	6	automated	automate	VERB
epaa-3037	176	7	sentiment	sentiment	NOUN
epaa-3037	176	8	analysis	analysis	NOUN
epaa-3037	176	9	has	have	VERB
epaa-3037	176	10	a	a	DET
epaa-3037	176	11	few	few	ADJ
epaa-3037	176	12	unique	unique	ADJ
epaa-3037	176	13	limitations	limitation	NOUN
epaa-3037	176	14	.	.	PUNCT
epaa-3037	177	1	first	first	ADV
epaa-3037	177	2	,	,	PUNCT
epaa-3037	177	3	the	the	DET
epaa-3037	177	4	fully	fully	ADV
epaa-3037	177	5	automated	automate	VERB
epaa-3037	177	6	sentiment	sentiment	NOUN
epaa-3037	177	7	analysis	analysis	NOUN
epaa-3037	177	8	does	do	AUX
epaa-3037	177	9	not	not	PART
epaa-3037	177	10	detect	detect	VERB
epaa-3037	177	11	sarcasm	sarcasm	NOUN
epaa-3037	177	12	well	well	ADV
epaa-3037	177	13	.	.	PUNCT
epaa-3037	178	1	sarcasm	sarcasm	NOUN
epaa-3037	178	2	is	be	AUX
epaa-3037	178	3	a	a	DET
epaa-3037	178	4	sophisticated	sophisticated	ADJ
epaa-3037	178	5	expression	expression	NOUN
epaa-3037	178	6	,	,	PUNCT
epaa-3037	178	7	in	in	ADP
epaa-3037	178	8	which	which	PRON
epaa-3037	178	9	“	"	PUNCT
epaa-3037	178	10	praises	praise	NOUN
epaa-3037	178	11	”	"	PUNCT
epaa-3037	178	12	carries	carry	VERB
epaa-3037	178	13	negative	negative	ADJ
epaa-3037	178	14	sentiment	sentiment	NOUN
epaa-3037	178	15	(	(	PUNCT
epaa-3037	178	16	altrabsheh	altrabsheh	PROPN
epaa-3037	178	17	,	,	PUNCT
epaa-3037	178	18	cocea	cocea	PROPN
epaa-3037	178	19	,	,	PUNCT
epaa-3037	178	20	&	&	CCONJ
epaa-3037	178	21	fallahkhair	fallahkhair	NOUN
epaa-3037	178	22	,	,	PUNCT
epaa-3037	178	23	2015	2015	NUM
epaa-3037	178	24	)	)	PUNCT
epaa-3037	178	25	.	.	PUNCT
epaa-3037	179	1	take	take	VERB
epaa-3037	179	2	the	the	DET
epaa-3037	179	3	tweet	tweet	NOUN
epaa-3037	179	4	“	"	PUNCT
epaa-3037	179	5	brilliant	brilliant	ADJ
epaa-3037	179	6	!	!	PUNCT
epaa-3037	180	1	the	the	DET
epaa-3037	180	2	real	real	ADJ
epaa-3037	180	3	agenda	agenda	NOUN
epaa-3037	180	4	behind	behind	ADP
epaa-3037	180	5	#	#	SYM
epaa-3037	180	6	commoncore	commoncore	NOUN
epaa-3037	180	7	!	!	PUNCT
epaa-3037	180	8	”	"	PUNCT
epaa-3037	180	9	as	as	ADP
epaa-3037	180	10	an	an	DET
epaa-3037	180	11	example	example	NOUN
epaa-3037	180	12	.	.	PUNCT
epaa-3037	181	1	the	the	DET
epaa-3037	181	2	algorithms	algorithm	NOUN
epaa-3037	181	3	in	in	ADP
epaa-3037	181	4	sentiment	sentiment	NOUN
epaa-3037	181	5	analysis	analysis	NOUN
epaa-3037	181	6	might	might	AUX
epaa-3037	181	7	deem	deem	VERB
epaa-3037	181	8	“	"	PUNCT
epaa-3037	181	9	brilliant	brilliant	ADJ
epaa-3037	181	10	”	"	PUNCT
epaa-3037	181	11	as	as	ADP
epaa-3037	181	12	a	a	DET
epaa-3037	181	13	positive	positive	ADJ
epaa-3037	181	14	-	-	PUNCT
epaa-3037	181	15	emotion	emotion	NOUN
epaa-3037	181	16	-	-	PUNCT
epaa-3037	181	17	bearing	bear	VERB
epaa-3037	181	18	word	word	NOUN
epaa-3037	181	19	and	and	CCONJ
epaa-3037	181	20	categorize	categorize	VERB
epaa-3037	181	21	erroneously	erroneously	ADV
epaa-3037	181	22	the	the	DET
epaa-3037	181	23	tweet	tweet	NOUN
epaa-3037	181	24	with	with	ADP
epaa-3037	181	25	positive	positive	ADJ
epaa-3037	181	26	sentiment	sentiment	NOUN
epaa-3037	181	27	.	.	PUNCT
epaa-3037	182	1	the	the	DET
epaa-3037	182	2	second	second	ADJ
epaa-3037	182	3	limitation	limitation	NOUN
epaa-3037	182	4	of	of	ADP
epaa-3037	182	5	sentiment	sentiment	NOUN
epaa-3037	182	6	analysis	analysis	NOUN
epaa-3037	182	7	is	be	AUX
epaa-3037	182	8	the	the	DET
epaa-3037	182	9	lack	lack	NOUN
epaa-3037	182	10	of	of	ADP
epaa-3037	182	11	contextual	contextual	ADJ
epaa-3037	182	12	understanding	understanding	NOUN
epaa-3037	182	13	.	.	PUNCT
epaa-3037	183	1	without	without	ADP
epaa-3037	183	2	it	it	PRON
epaa-3037	183	3	,	,	PUNCT
epaa-3037	183	4	the	the	DET
epaa-3037	183	5	sentiment	sentiment	NOUN
epaa-3037	183	6	analysis	analysis	NOUN
epaa-3037	183	7	algorithms	algorithm	NOUN
epaa-3037	183	8	might	might	AUX
epaa-3037	183	9	categorize	categorize	VERB
epaa-3037	183	10	the	the	DET
epaa-3037	183	11	tweets	tweet	NOUN
epaa-3037	183	12	“	"	PUNCT
epaa-3037	183	13	testing	testing	NOUN
epaa-3037	183	14	is	be	AUX
epaa-3037	183	15	so	so	ADV
epaa-3037	183	16	green	green	ADJ
epaa-3037	183	17	.	.	PUNCT
epaa-3037	183	18	”	"	PUNCT
epaa-3037	183	19	and	and	CCONJ
epaa-3037	183	20	“	"	PUNCT
epaa-3037	183	21	opt	opt	VERB
epaa-3037	183	22	out	out	ADP
epaa-3037	183	23	is	be	AUX
epaa-3037	183	24	so	so	ADV
epaa-3037	183	25	white	white	ADJ
epaa-3037	183	26	.	.	PUNCT
epaa-3037	183	27	”	"	PUNCT
epaa-3037	184	1	as	as	SCONJ
epaa-3037	184	2	the	the	DET
epaa-3037	184	3	tweets	tweet	NOUN
epaa-3037	184	4	with	with	ADP
epaa-3037	184	5	the	the	DET
epaa-3037	184	6	neutral	neutral	ADJ
epaa-3037	184	7	sentiment	sentiment	NOUN
epaa-3037	184	8	,	,	PUNCT
epaa-3037	184	9	which	which	PRON
epaa-3037	184	10	might	might	AUX
epaa-3037	184	11	be	be	AUX
epaa-3037	184	12	in	in	ADP
epaa-3037	184	13	disagreement	disagreement	NOUN
epaa-3037	184	14	with	with	ADP
epaa-3037	184	15	manual	manual	ADJ
epaa-3037	184	16	coding	code	VERB
epaa-3037	184	17	results	result	NOUN
epaa-3037	184	18	(	(	PUNCT
epaa-3037	184	19	“	"	PUNCT
epaa-3037	184	20	testing	testing	NOUN
epaa-3037	184	21	is	be	AUX
epaa-3037	184	22	so	so	ADV
epaa-3037	184	23	green	green	ADJ
epaa-3037	184	24	”	"	PUNCT
epaa-3037	184	25	might	might	AUX
epaa-3037	184	26	be	be	AUX
epaa-3037	184	27	manually	manually	ADV
epaa-3037	184	28	coded	code	VERB
epaa-3037	184	29	as	as	ADP
epaa-3037	184	30	“	"	PUNCT
epaa-3037	184	31	testing	test	VERB
epaa-3037	184	32	industry	industry	NOUN
epaa-3037	184	33	wring	wring	NOUN
epaa-3037	184	34	profits	profit	NOUN
epaa-3037	184	35	from	from	ADP
epaa-3037	184	36	public	public	ADJ
epaa-3037	184	37	education	education	NOUN
epaa-3037	184	38	”	"	PUNCT
epaa-3037	184	39	;	;	PUNCT
epaa-3037	184	40	“	"	PUNCT
epaa-3037	184	41	opt	opt	VERB
epaa-3037	184	42	out	out	ADP
epaa-3037	184	43	is	be	AUX
epaa-3037	184	44	so	so	ADV
epaa-3037	184	45	white	white	ADJ
epaa-3037	184	46	”	"	PUNCT
epaa-3037	185	1	might	might	AUX
epaa-3037	185	2	be	be	AUX
epaa-3037	185	3	manually	manually	ADV
epaa-3037	185	4	coded	code	VERB
epaa-3037	185	5	as	as	SCONJ
epaa-3037	185	6	“	"	PUNCT
epaa-3037	185	7	the	the	DET
epaa-3037	185	8	students	student	NOUN
epaa-3037	185	9	and	and	CCONJ
epaa-3037	185	10	their	their	PRON
epaa-3037	185	11	parents	parent	NOUN
epaa-3037	185	12	who	who	PRON
epaa-3037	185	13	advocate	advocate	VERB
epaa-3037	185	14	for	for	ADP
epaa-3037	185	15	opting	opt	VERB
epaa-3037	185	16	out	out	ADP
epaa-3037	185	17	of	of	ADP
epaa-3037	185	18	standardized	standardized	ADJ
epaa-3037	185	19	testing	testing	NOUN
epaa-3037	185	20	are	be	AUX
epaa-3037	185	21	predominantly	predominantly	ADV
epaa-3037	185	22	white	white	ADJ
epaa-3037	185	23	”	"	PUNCT
epaa-3037	185	24	)	)	PUNCT
epaa-3037	185	25	.	.	PUNCT
epaa-3037	186	1	the	the	DET
epaa-3037	186	2	third	third	ADJ
epaa-3037	186	3	limitation	limitation	NOUN
epaa-3037	186	4	is	be	AUX
epaa-3037	186	5	the	the	DET
epaa-3037	186	6	exclusion	exclusion	NOUN
epaa-3037	186	7	of	of	ADP
epaa-3037	186	8	the	the	DET
epaa-3037	186	9	content	content	NOUN
epaa-3037	186	10	on	on	ADP
epaa-3037	186	11	the	the	DET
epaa-3037	186	12	webpage	webpage	NOUN
epaa-3037	186	13	directed	direct	VERB
epaa-3037	186	14	by	by	ADP
epaa-3037	186	15	the	the	DET
epaa-3037	186	16	hyperlinks	hyperlink	NOUN
epaa-3037	186	17	in	in	ADP
epaa-3037	186	18	tweets	tweet	NOUN
epaa-3037	186	19	.	.	PUNCT
epaa-3037	187	1	education	education	NOUN
epaa-3037	187	2	policy	policy	NOUN
epaa-3037	187	3	analysis	analysis	NOUN
epaa-3037	187	4	archives	archive	NOUN
epaa-3037	187	5	vol	vol	NOUN
epaa-3037	187	6	.	.	PUNCT
epaa-3037	188	1	25	25	NUM
epaa-3037	188	2	no	no	NOUN
epaa-3037	188	3	.	.	NOUN
epaa-3037	189	1	94	94	NUM
epaa-3037	189	2	10	10	NUM
epaa-3037	189	3	consider	consider	VERB
epaa-3037	189	4	the	the	DET
epaa-3037	189	5	tweet	tweet	NOUN
epaa-3037	189	6	“	"	PUNCT
epaa-3037	189	7	must	must	AUX
epaa-3037	189	8	read	read	VERB
epaa-3037	189	9	.	.	PUNCT
epaa-3037	190	1	http://t.co/eujqnegzsm	http://t.co/eujqnegzsm	PROPN
epaa-3037	190	2	is	be	AUX
epaa-3037	190	3	this	this	PRON
epaa-3037	190	4	where	where	SCONJ
epaa-3037	190	5	we	we	PRON
epaa-3037	190	6	are	be	AUX
epaa-3037	190	7	headed	head	VERB
epaa-3037	190	8	?	?	PUNCT
epaa-3037	191	1	lots	lot	NOUN
epaa-3037	191	2	to	to	PART
epaa-3037	191	3	think	think	VERB
epaa-3037	191	4	about	about	ADP
epaa-3037	191	5	.	.	PUNCT
epaa-3037	191	6	”	"	PUNCT
epaa-3037	192	1	the	the	DET
epaa-3037	192	2	text	text	NOUN
epaa-3037	192	3	data	datum	NOUN
epaa-3037	192	4	in	in	ADP
epaa-3037	192	5	this	this	DET
epaa-3037	192	6	tweet	tweet	NOUN
epaa-3037	192	7	itself	itself	PRON
epaa-3037	192	8	suggest	suggest	VERB
epaa-3037	192	9	neutral	neutral	ADJ
epaa-3037	192	10	sentiment	sentiment	NOUN
epaa-3037	192	11	,	,	PUNCT
epaa-3037	192	12	but	but	CCONJ
epaa-3037	192	13	the	the	DET
epaa-3037	192	14	content	content	NOUN
epaa-3037	192	15	on	on	ADP
epaa-3037	192	16	the	the	DET
epaa-3037	192	17	webpage	webpage	NOUN
epaa-3037	192	18	directed	direct	VERB
epaa-3037	192	19	by	by	ADP
epaa-3037	192	20	the	the	DET
epaa-3037	192	21	hyperlinks	hyperlink	NOUN
epaa-3037	192	22	in	in	ADP
epaa-3037	192	23	the	the	DET
epaa-3037	192	24	tweet	tweet	NOUN
epaa-3037	192	25	carries	carry	VERB
epaa-3037	192	26	negative	negative	ADJ
epaa-3037	192	27	sentiment	sentiment	NOUN
epaa-3037	192	28	towards	towards	ADP
epaa-3037	192	29	the	the	DET
epaa-3037	192	30	proposed	propose	VERB
epaa-3037	192	31	changes	change	NOUN
epaa-3037	192	32	in	in	ADP
epaa-3037	192	33	the	the	DET
epaa-3037	192	34	elementary	elementary	ADJ
epaa-3037	192	35	and	and	CCONJ
epaa-3037	192	36	secondary	secondary	ADJ
epaa-3037	192	37	education	education	NOUN
epaa-3037	192	38	act	act	NOUN
epaa-3037	192	39	(	(	PUNCT
epaa-3037	192	40	esea	esea	NOUN
epaa-3037	192	41	)	)	PUNCT
epaa-3037	192	42	reauthorization	reauthorization	NOUN
epaa-3037	192	43	.	.	PUNCT
epaa-3037	193	1	given	give	VERB
epaa-3037	193	2	the	the	DET
epaa-3037	193	3	limitations	limitation	NOUN
epaa-3037	193	4	,	,	PUNCT
epaa-3037	193	5	sentiment	sentiment	NOUN
epaa-3037	193	6	analysis	analysis	NOUN
epaa-3037	193	7	often	often	ADV
epaa-3037	193	8	needs	need	VERB
epaa-3037	193	9	some	some	DET
epaa-3037	193	10	portion	portion	NOUN
epaa-3037	193	11	of	of	ADP
epaa-3037	193	12	manual	manual	NOUN
epaa-3037	193	13	coding	code	VERB
epaa-3037	193	14	to	to	PART
epaa-3037	193	15	ensure	ensure	VERB
epaa-3037	193	16	the	the	DET
epaa-3037	193	17	veracity	veracity	NOUN
epaa-3037	193	18	of	of	ADP
epaa-3037	193	19	data	datum	NOUN
epaa-3037	193	20	analysis	analysis	NOUN
epaa-3037	193	21	.	.	PUNCT
epaa-3037	194	1	debunking	debunk	VERB
epaa-3037	194	2	the	the	DET
epaa-3037	194	3	misconceptions	misconception	NOUN
epaa-3037	194	4	for	for	ADP
epaa-3037	194	5	all	all	DET
epaa-3037	194	6	the	the	DET
epaa-3037	194	7	richness	richness	NOUN
epaa-3037	194	8	of	of	ADP
epaa-3037	194	9	big	big	ADJ
epaa-3037	194	10	data	datum	NOUN
epaa-3037	194	11	and	and	CCONJ
epaa-3037	194	12	emerging	emerge	VERB
epaa-3037	194	13	methodological	methodological	ADJ
epaa-3037	194	14	tools	tool	NOUN
epaa-3037	194	15	at	at	ADP
epaa-3037	194	16	our	our	PRON
epaa-3037	194	17	disposal	disposal	NOUN
epaa-3037	194	18	,	,	PUNCT
epaa-3037	194	19	if	if	SCONJ
epaa-3037	194	20	used	use	VERB
epaa-3037	194	21	properly	properly	ADV
epaa-3037	194	22	,	,	PUNCT
epaa-3037	194	23	big	big	ADJ
epaa-3037	194	24	data	datum	NOUN
epaa-3037	194	25	could	could	AUX
epaa-3037	194	26	be	be	AUX
epaa-3037	194	27	a	a	DET
epaa-3037	194	28	gold	gold	NOUN
epaa-3037	194	29	mine	mine	NOUN
epaa-3037	194	30	of	of	ADP
epaa-3037	194	31	education	education	NOUN
epaa-3037	194	32	policy	policy	NOUN
epaa-3037	194	33	research	research	NOUN
epaa-3037	194	34	.	.	PUNCT
epaa-3037	195	1	however	however	ADV
epaa-3037	195	2	,	,	PUNCT
epaa-3037	195	3	big	big	ADJ
epaa-3037	195	4	data	datum	NOUN
epaa-3037	195	5	is	be	AUX
epaa-3037	195	6	not	not	PART
epaa-3037	195	7	a	a	DET
epaa-3037	195	8	panacea	panacea	NOUN
epaa-3037	195	9	.	.	PUNCT
epaa-3037	196	1	the	the	DET
epaa-3037	196	2	label	label	NOUN
epaa-3037	196	3	of	of	ADP
epaa-3037	196	4	“	"	PUNCT
epaa-3037	196	5	big	big	ADJ
epaa-3037	196	6	”	"	PUNCT
epaa-3037	196	7	renders	render	VERB
epaa-3037	196	8	big	big	ADJ
epaa-3037	196	9	data	datum	NOUN
epaa-3037	196	10	prone	prone	ADJ
epaa-3037	196	11	to	to	ADP
epaa-3037	196	12	misunderstanding	misunderstanding	NOUN
epaa-3037	196	13	.	.	PUNCT
epaa-3037	197	1	the	the	DET
epaa-3037	197	2	fundamental	fundamental	ADJ
epaa-3037	197	3	premise	premise	NOUN
epaa-3037	197	4	to	to	PART
epaa-3037	197	5	establish	establish	VERB
epaa-3037	197	6	the	the	DET
epaa-3037	197	7	veracity	veracity	NOUN
epaa-3037	197	8	of	of	ADP
epaa-3037	197	9	big	big	ADJ
epaa-3037	197	10	data	datum	NOUN
epaa-3037	197	11	—	—	PUNCT
epaa-3037	197	12	the	the	DET
epaa-3037	197	13	fourth	fourth	ADJ
epaa-3037	197	14	feature	feature	NOUN
epaa-3037	197	15	of	of	ADP
epaa-3037	197	16	big	big	ADJ
epaa-3037	197	17	data	datum	NOUN
epaa-3037	197	18	—	—	PUNCT
epaa-3037	197	19	lies	lie	VERB
epaa-3037	197	20	with	with	ADP
epaa-3037	197	21	not	not	PART
epaa-3037	197	22	only	only	ADV
epaa-3037	197	23	aptly	aptly	ADV
epaa-3037	197	24	applying	apply	VERB
epaa-3037	197	25	the	the	DET
epaa-3037	197	26	aforementioned	aforementioned	ADJ
epaa-3037	197	27	methodological	methodological	ADJ
epaa-3037	197	28	tools	tool	NOUN
epaa-3037	197	29	and	and	CCONJ
epaa-3037	197	30	many	many	ADJ
epaa-3037	197	31	others	other	NOUN
epaa-3037	197	32	,	,	PUNCT
epaa-3037	197	33	but	but	CCONJ
epaa-3037	197	34	also	also	ADV
epaa-3037	197	35	exercising	exercise	VERB
epaa-3037	197	36	caution	caution	NOUN
epaa-3037	197	37	against	against	ADP
epaa-3037	197	38	the	the	DET
epaa-3037	197	39	misconceptions	misconception	NOUN
epaa-3037	197	40	of	of	ADP
epaa-3037	197	41	big	big	ADJ
epaa-3037	197	42	data	datum	NOUN
epaa-3037	197	43	.	.	PUNCT
epaa-3037	198	1	the	the	DET
epaa-3037	198	2	three	three	NUM
epaa-3037	198	3	misconceptions	misconception	NOUN
epaa-3037	198	4	discussed	discuss	VERB
epaa-3037	198	5	below	below	ADV
epaa-3037	198	6	have	have	AUX
epaa-3037	198	7	been	be	AUX
epaa-3037	198	8	noted	note	VERB
epaa-3037	198	9	in	in	ADP
epaa-3037	198	10	the	the	DET
epaa-3037	198	11	literature	literature	NOUN
epaa-3037	198	12	in	in	ADP
epaa-3037	198	13	public	public	ADJ
epaa-3037	198	14	policy	policy	NOUN
epaa-3037	198	15	and	and	CCONJ
epaa-3037	198	16	computational	computational	ADJ
epaa-3037	198	17	social	social	ADJ
epaa-3037	198	18	science	science	NOUN
epaa-3037	198	19	.	.	PUNCT
epaa-3037	199	1	these	these	DET
epaa-3037	199	2	misconceptions	misconception	NOUN
epaa-3037	199	3	have	have	VERB
epaa-3037	199	4	the	the	DET
epaa-3037	199	5	potential	potential	NOUN
epaa-3037	199	6	to	to	PART
epaa-3037	199	7	misguide	misguide	VERB
epaa-3037	199	8	education	education	NOUN
epaa-3037	199	9	policy	policy	NOUN
epaa-3037	199	10	researchers	researcher	NOUN
epaa-3037	199	11	as	as	SCONJ
epaa-3037	199	12	they	they	PRON
epaa-3037	199	13	use	use	VERB
epaa-3037	199	14	big	big	ADJ
epaa-3037	199	15	data	datum	NOUN
epaa-3037	199	16	.	.	PUNCT
epaa-3037	200	1	here	here	ADV
epaa-3037	200	2	to	to	PART
epaa-3037	200	3	ensure	ensure	VERB
epaa-3037	200	4	the	the	DET
epaa-3037	200	5	veracity	veracity	NOUN
epaa-3037	200	6	of	of	ADP
epaa-3037	200	7	big	big	ADJ
epaa-3037	200	8	data	datum	NOUN
epaa-3037	200	9	in	in	ADP
epaa-3037	200	10	education	education	NOUN
epaa-3037	200	11	policy	policy	NOUN
epaa-3037	200	12	research	research	NOUN
epaa-3037	200	13	,	,	PUNCT
epaa-3037	200	14	i	i	PRON
epaa-3037	200	15	debunk	debunk	VERB
epaa-3037	200	16	the	the	DET
epaa-3037	200	17	misconceptions	misconception	NOUN
epaa-3037	200	18	as	as	ADP
epaa-3037	200	19	a	a	DET
epaa-3037	200	20	cautionary	cautionary	ADJ
epaa-3037	200	21	note	note	NOUN
epaa-3037	200	22	for	for	ADP
epaa-3037	200	23	future	future	ADJ
epaa-3037	200	24	inquiry	inquiry	NOUN
epaa-3037	200	25	.	.	PUNCT
epaa-3037	201	1	bigger	big	ADJ
epaa-3037	201	2	is	be	AUX
epaa-3037	201	3	not	not	PART
epaa-3037	201	4	necessarily	necessarily	ADV
epaa-3037	201	5	better	well	ADJ
epaa-3037	201	6	the	the	DET
epaa-3037	201	7	first	first	ADJ
epaa-3037	201	8	misconception	misconception	NOUN
epaa-3037	201	9	is	be	AUX
epaa-3037	201	10	that	that	SCONJ
epaa-3037	201	11	bigger	big	ADJ
epaa-3037	201	12	is	be	AUX
epaa-3037	201	13	better	well	ADJ
epaa-3037	201	14	.	.	PUNCT
epaa-3037	202	1	not	not	PART
epaa-3037	202	2	true	true	ADJ
epaa-3037	202	3	!	!	PUNCT
epaa-3037	203	1	big	big	ADJ
epaa-3037	203	2	data	datum	NOUN
epaa-3037	203	3	,	,	PUNCT
epaa-3037	203	4	indeed	indeed	ADV
epaa-3037	203	5	,	,	PUNCT
epaa-3037	203	6	has	have	VERB
epaa-3037	203	7	much	much	ADJ
epaa-3037	203	8	value	value	NOUN
epaa-3037	203	9	to	to	PART
epaa-3037	203	10	offer	offer	VERB
epaa-3037	203	11	;	;	PUNCT
epaa-3037	203	12	yet	yet	CCONJ
epaa-3037	203	13	it	it	PRON
epaa-3037	203	14	may	may	AUX
epaa-3037	203	15	delude	delude	VERB
epaa-3037	203	16	us	we	PRON
epaa-3037	203	17	into	into	ADP
epaa-3037	203	18	thinking	think	VERB
epaa-3037	203	19	bigger	big	ADJ
epaa-3037	203	20	is	be	AUX
epaa-3037	203	21	better	well	ADJ
epaa-3037	203	22	.	.	PUNCT
epaa-3037	204	1	in	in	ADP
epaa-3037	204	2	fact	fact	NOUN
epaa-3037	204	3	,	,	PUNCT
epaa-3037	204	4	bigger	big	ADJ
epaa-3037	204	5	is	be	AUX
epaa-3037	204	6	not	not	PART
epaa-3037	204	7	necessarily	necessarily	ADV
epaa-3037	204	8	better	well	ADJ
epaa-3037	204	9	.	.	PUNCT
epaa-3037	205	1	big	big	ADJ
epaa-3037	205	2	data	datum	NOUN
epaa-3037	205	3	—	—	PUNCT
epaa-3037	205	4	the	the	DET
epaa-3037	205	5	large	large	ADJ
epaa-3037	205	6	-	-	PUNCT
epaa-3037	205	7	volume	volume	NOUN
epaa-3037	205	8	,	,	PUNCT
epaa-3037	205	9	wide	wide	ADJ
epaa-3037	205	10	-	-	PUNCT
epaa-3037	205	11	variety	variety	NOUN
epaa-3037	205	12	,	,	PUNCT
epaa-3037	205	13	and	and	CCONJ
epaa-3037	205	14	high	high	ADJ
epaa-3037	205	15	-	-	PUNCT
epaa-3037	205	16	velocity	velocity	NOUN
epaa-3037	205	17	data	datum	NOUN
epaa-3037	205	18	—	—	PUNCT
epaa-3037	205	19	inherently	inherently	ADV
epaa-3037	205	20	implies	imply	VERB
epaa-3037	205	21	more	more	ADJ
epaa-3037	205	22	noise	noise	NOUN
epaa-3037	205	23	in	in	ADP
epaa-3037	205	24	data	datum	NOUN
epaa-3037	205	25	,	,	PUNCT
epaa-3037	205	26	rendering	render	VERB
epaa-3037	205	27	more	more	ADJ
epaa-3037	205	28	efforts	effort	NOUN
epaa-3037	205	29	to	to	PART
epaa-3037	205	30	find	find	VERB
epaa-3037	205	31	the	the	DET
epaa-3037	205	32	true	true	ADJ
epaa-3037	205	33	patterns	pattern	NOUN
epaa-3037	205	34	in	in	ADP
epaa-3037	205	35	data	datum	NOUN
epaa-3037	205	36	because	because	SCONJ
epaa-3037	205	37	“	"	PUNCT
epaa-3037	205	38	the	the	DET
epaa-3037	205	39	signal	signal	NOUN
epaa-3037	205	40	-	-	PUNCT
epaa-3037	205	41	to	to	ADP
epaa-3037	205	42	-	-	PUNCT
epaa-3037	205	43	noise	noise	NOUN
epaa-3037	205	44	ratio	ratio	NOUN
epaa-3037	205	45	may	may	AUX
epaa-3037	205	46	be	be	AUX
epaa-3037	205	47	waning	wane	VERB
epaa-3037	205	48	”	"	PUNCT
epaa-3037	205	49	(	(	PUNCT
epaa-3037	205	50	silver	silver	NOUN
epaa-3037	205	51	,	,	PUNCT
epaa-3037	205	52	2015	2015	NUM
epaa-3037	205	53	,	,	PUNCT
epaa-3037	205	54	p.	p.	NOUN
epaa-3037	205	55	447	447	NUM
epaa-3037	205	56	)	)	PUNCT
epaa-3037	205	57	.	.	PUNCT
epaa-3037	206	1	more	more	ADV
epaa-3037	206	2	importantly	importantly	ADV
epaa-3037	206	3	,	,	PUNCT
epaa-3037	206	4	big	big	ADJ
epaa-3037	206	5	data	datum	NOUN
epaa-3037	206	6	and	and	CCONJ
epaa-3037	206	7	“	"	PUNCT
epaa-3037	206	8	small	small	ADJ
epaa-3037	206	9	data	datum	NOUN
epaa-3037	206	10	”	"	PUNCT
epaa-3037	206	11	are	be	AUX
epaa-3037	206	12	not	not	PART
epaa-3037	206	13	mutually	mutually	ADV
epaa-3037	206	14	exclusive	exclusive	ADJ
epaa-3037	206	15	.	.	PUNCT
epaa-3037	207	1	the	the	DET
epaa-3037	207	2	techniques	technique	NOUN
epaa-3037	207	3	in	in	ADP
epaa-3037	207	4	traditional	traditional	ADJ
epaa-3037	207	5	statistics	statistic	NOUN
epaa-3037	207	6	are	be	AUX
epaa-3037	207	7	indispensable	indispensable	ADJ
epaa-3037	207	8	to	to	PART
epaa-3037	207	9	examine	examine	VERB
epaa-3037	207	10	the	the	DET
epaa-3037	207	11	validity	validity	NOUN
epaa-3037	207	12	and	and	CCONJ
epaa-3037	207	13	reliability	reliability	NOUN
epaa-3037	207	14	of	of	ADP
epaa-3037	207	15	big	big	ADJ
epaa-3037	207	16	data	datum	NOUN
epaa-3037	207	17	analytics	analytic	NOUN
epaa-3037	207	18	.	.	PUNCT
epaa-3037	208	1	take	take	VERB
epaa-3037	208	2	sampling	sample	VERB
epaa-3037	208	3	as	as	ADP
epaa-3037	208	4	an	an	DET
epaa-3037	208	5	example	example	NOUN
epaa-3037	208	6	.	.	PUNCT
epaa-3037	209	1	some	some	PRON
epaa-3037	209	2	argue	argue	VERB
epaa-3037	209	3	that	that	SCONJ
epaa-3037	209	4	sampling	sampling	NOUN
epaa-3037	209	5	may	may	AUX
epaa-3037	209	6	outlive	outlive	VERB
epaa-3037	209	7	its	its	PRON
epaa-3037	209	8	usefulness	usefulness	NOUN
epaa-3037	209	9	as	as	SCONJ
epaa-3037	209	10	we	we	PRON
epaa-3037	209	11	can	can	AUX
epaa-3037	209	12	now	now	ADV
epaa-3037	209	13	access	access	VERB
epaa-3037	209	14	samples	sample	NOUN
epaa-3037	209	15	so	so	ADV
epaa-3037	209	16	large	large	ADJ
epaa-3037	209	17	that	that	SCONJ
epaa-3037	209	18	n	n	NOUN
epaa-3037	209	19	≈	≈	PROPN
epaa-3037	209	20	all	all	PRON
epaa-3037	209	21	(	(	PUNCT
epaa-3037	209	22	i.e.	i.e.	X
epaa-3037	209	23	,	,	PUNCT
epaa-3037	209	24	samples	sample	NOUN
epaa-3037	209	25	are	be	AUX
epaa-3037	209	26	close	close	ADJ
epaa-3037	209	27	to	to	ADP
epaa-3037	209	28	population	population	NOUN
epaa-3037	209	29	;	;	PUNCT
epaa-3037	209	30	mayer	mayer	PROPN
epaa-3037	209	31	-	-	PUNCT
epaa-3037	209	32	schönberger	schönberger	NOUN
epaa-3037	209	33	&	&	CCONJ
epaa-3037	209	34	cukier	cukier	NOUN
epaa-3037	209	35	,	,	PUNCT
epaa-3037	209	36	2013	2013	NUM
epaa-3037	209	37	)	)	PUNCT
epaa-3037	209	38	.	.	PUNCT
epaa-3037	210	1	surveying	survey	VERB
epaa-3037	210	2	the	the	DET
epaa-3037	210	3	literature	literature	NOUN
epaa-3037	210	4	in	in	ADP
epaa-3037	210	5	the	the	DET
epaa-3037	210	6	big	big	ADJ
epaa-3037	210	7	data	data	PROPN
epaa-3037	210	8	era	era	NOUN
epaa-3037	210	9	,	,	PUNCT
epaa-3037	210	10	it	it	PRON
epaa-3037	210	11	is	be	AUX
epaa-3037	210	12	not	not	PART
epaa-3037	210	13	uncommon	uncommon	ADJ
epaa-3037	210	14	to	to	PART
epaa-3037	210	15	see	see	VERB
epaa-3037	210	16	the	the	DET
epaa-3037	210	17	studies	study	NOUN
epaa-3037	210	18	that	that	PRON
epaa-3037	210	19	analyzed	analyze	VERB
epaa-3037	210	20	multi	multi	ADJ
epaa-3037	210	21	-	-	ADJ
epaa-3037	210	22	million	million	NUM
epaa-3037	210	23	pieces	piece	NOUN
epaa-3037	210	24	of	of	ADP
epaa-3037	210	25	data	datum	NOUN
epaa-3037	210	26	.	.	PUNCT
epaa-3037	211	1	for	for	ADP
epaa-3037	211	2	instance	instance	NOUN
epaa-3037	211	3	,	,	PUNCT
epaa-3037	211	4	46	46	NUM
epaa-3037	211	5	billion	billion	NUM
epaa-3037	211	6	words	word	NOUN
epaa-3037	211	7	posted	post	VERB
epaa-3037	211	8	by	by	ADP
epaa-3037	211	9	63	63	NUM
epaa-3037	211	10	million	million	NUM
epaa-3037	211	11	unique	unique	ADJ
epaa-3037	211	12	twitter	twitter	NOUN
epaa-3037	211	13	users	user	NOUN
epaa-3037	211	14	were	be	AUX
epaa-3037	211	15	considered	consider	VERB
epaa-3037	211	16	as	as	ADP
epaa-3037	211	17	the	the	DET
epaa-3037	211	18	social	social	ADJ
epaa-3037	211	19	sensors	sensor	NOUN
epaa-3037	211	20	of	of	ADP
epaa-3037	211	21	human	human	ADJ
epaa-3037	211	22	happiness	happiness	NOUN
epaa-3037	211	23	(	(	PUNCT
epaa-3037	211	24	dodds	dodds	PROPN
epaa-3037	211	25	,	,	PUNCT
epaa-3037	211	26	harris	harris	PROPN
epaa-3037	211	27	,	,	PUNCT
epaa-3037	211	28	kloumann	kloumann	PROPN
epaa-3037	211	29	,	,	PUNCT
epaa-3037	211	30	bliss	bliss	ADJ
epaa-3037	211	31	,	,	PUNCT
epaa-3037	211	32	&	&	CCONJ
epaa-3037	211	33	danforth	danforth	PROPN
epaa-3037	211	34	,	,	PUNCT
epaa-3037	211	35	2011	2011	NUM
epaa-3037	211	36	)	)	PUNCT
epaa-3037	211	37	;	;	PUNCT
epaa-3037	211	38	a	a	DET
epaa-3037	211	39	corpus	corpus	NOUN
epaa-3037	211	40	that	that	PRON
epaa-3037	211	41	contained	contain	VERB
epaa-3037	211	42	509	509	NUM
epaa-3037	211	43	million	million	NUM
epaa-3037	211	44	tweets	tweet	NOUN
epaa-3037	211	45	posted	post	VERB
epaa-3037	211	46	by	by	ADP
epaa-3037	211	47	2.4	2.4	NUM
epaa-3037	211	48	million	million	NUM
epaa-3037	211	49	twitter	twitter	NOUN
epaa-3037	211	50	users	user	NOUN
epaa-3037	211	51	from	from	ADP
epaa-3037	211	52	84	84	NUM
epaa-3037	211	53	countries	country	NOUN
epaa-3037	211	54	was	be	AUX
epaa-3037	211	55	examined	examine	VERB
epaa-3037	211	56	to	to	PART
epaa-3037	211	57	detect	detect	VERB
epaa-3037	211	58	people	people	NOUN
epaa-3037	211	59	’s	’s	PART
epaa-3037	211	60	seasonal	seasonal	ADJ
epaa-3037	211	61	mood	mood	NOUN
epaa-3037	211	62	changes	change	NOUN
epaa-3037	211	63	(	(	PUNCT
epaa-3037	211	64	golder	golder	NOUN
epaa-3037	211	65	&	&	CCONJ
epaa-3037	211	66	macy	macy	PROPN
epaa-3037	211	67	,	,	PUNCT
epaa-3037	211	68	2011	2011	NUM
epaa-3037	211	69	)	)	PUNCT
epaa-3037	211	70	;	;	PUNCT
epaa-3037	211	71	9	9	NUM
epaa-3037	211	72	million	million	NUM
epaa-3037	211	73	tweets	tweet	NOUN
epaa-3037	211	74	posted	post	VERB
epaa-3037	211	75	by	by	ADP
epaa-3037	211	76	the	the	DET
epaa-3037	211	77	twitter	twitter	NOUN
epaa-3037	211	78	followers	follower	NOUN
epaa-3037	211	79	of	of	ADP
epaa-3037	211	80	candidates	candidate	NOUN
epaa-3037	211	81	for	for	ADP
epaa-3037	211	82	the	the	DET
epaa-3037	211	83	u.s	u.s	PROPN
epaa-3037	211	84	.	.	PROPN
epaa-3037	211	85	house	house	PROPN
epaa-3037	211	86	and	and	CCONJ
epaa-3037	211	87	senate	senate	PROPN
epaa-3037	211	88	and	and	CCONJ
epaa-3037	211	89	governorship	governorship	NOUN
epaa-3037	211	90	in	in	ADP
epaa-3037	211	91	2010	2010	NUM
epaa-3037	211	92	midterm	midterm	NOUN
epaa-3037	211	93	elections	election	NOUN
epaa-3037	211	94	were	be	AUX
epaa-3037	211	95	used	use	VERB
epaa-3037	211	96	to	to	PART
epaa-3037	211	97	study	study	VERB
epaa-3037	211	98	the	the	DET
epaa-3037	211	99	digital	digital	ADJ
epaa-3037	211	100	public	public	NOUN
epaa-3037	211	101	’s	’s	PART
epaa-3037	211	102	political	political	ADJ
epaa-3037	211	103	expression	expression	NOUN
epaa-3037	211	104	(	(	PUNCT
epaa-3037	211	105	bode	bode	VERB
epaa-3037	211	106	et	et	PROPN
epaa-3037	211	107	al	al	PROPN
epaa-3037	211	108	.	.	PROPN
epaa-3037	211	109	,	,	PUNCT
epaa-3037	211	110	2015	2015	NUM
epaa-3037	211	111	)	)	PUNCT
epaa-3037	211	112	.	.	PUNCT
epaa-3037	212	1	however	however	ADV
epaa-3037	212	2	,	,	PUNCT
epaa-3037	212	3	the	the	DET
epaa-3037	212	4	“	"	PUNCT
epaa-3037	212	5	n	n	NOUN
epaa-3037	212	6	≈	≈	PROPN
epaa-3037	212	7	all	all	DET
epaa-3037	212	8	”	"	PUNCT
epaa-3037	212	9	view	view	NOUN
epaa-3037	212	10	has	have	AUX
epaa-3037	212	11	been	be	AUX
epaa-3037	212	12	challenged	challenge	VERB
epaa-3037	212	13	by	by	ADP
epaa-3037	212	14	many	many	ADJ
epaa-3037	212	15	skeptics	skeptic	NOUN
epaa-3037	212	16	who	who	PRON
epaa-3037	212	17	have	have	AUX
epaa-3037	212	18	called	call	VERB
epaa-3037	212	19	to	to	PART
epaa-3037	212	20	caution	caution	VERB
epaa-3037	212	21	the	the	DET
epaa-3037	212	22	biased	biased	ADJ
epaa-3037	212	23	sampling	sampling	NOUN
epaa-3037	212	24	,	,	PUNCT
epaa-3037	212	25	particularly	particularly	ADV
epaa-3037	212	26	in	in	ADP
epaa-3037	212	27	those	those	DET
epaa-3037	212	28	studies	study	NOUN
epaa-3037	212	29	relying	rely	VERB
epaa-3037	212	30	on	on	ADP
epaa-3037	212	31	specific	specific	ADJ
epaa-3037	212	32	social	social	ADJ
epaa-3037	212	33	networking	network	VERB
epaa-3037	212	34	sites	site	NOUN
epaa-3037	212	35	(	(	PUNCT
epaa-3037	212	36	boyd	boyd	PROPN
epaa-3037	212	37	&	&	CCONJ
epaa-3037	212	38	crawford	crawford	PROPN
epaa-3037	212	39	,	,	PUNCT
epaa-3037	212	40	2012	2012	NUM
epaa-3037	212	41	;	;	PUNCT
epaa-3037	212	42	hargittai	hargittai	NOUN
epaa-3037	212	43	,	,	PUNCT
epaa-3037	212	44	2015	2015	NUM
epaa-3037	212	45	;	;	PUNCT
epaa-3037	212	46	sandvig	sandvig	NOUN
epaa-3037	212	47	,	,	PUNCT
epaa-3037	212	48	2015	2015	NUM
epaa-3037	212	49	)	)	PUNCT
epaa-3037	212	50	.	.	PUNCT
epaa-3037	213	1	in	in	ADP
epaa-3037	213	2	other	other	ADJ
epaa-3037	213	3	words	word	NOUN
epaa-3037	213	4	,	,	PUNCT
epaa-3037	213	5	the	the	DET
epaa-3037	213	6	statement	statement	NOUN
epaa-3037	213	7	“	"	PUNCT
epaa-3037	213	8	we	we	PRON
epaa-3037	213	9	examined	examine	VERB
epaa-3037	213	10	how	how	SCONJ
epaa-3037	213	11	10.1	10.1	NUM
epaa-3037	213	12	million	million	NUM
epaa-3037	213	13	u.s	u.s	PROPN
epaa-3037	213	14	.	.	PROPN
epaa-3037	213	15	facebook	facebook	PROPN
epaa-3037	213	16	users	user	NOUN
epaa-3037	213	17	interact	interact	VERB
epaa-3037	213	18	”	"	PUNCT
epaa-3037	213	19	does	do	AUX
epaa-3037	213	20	not	not	PART
epaa-3037	213	21	indicate	indicate	VERB
epaa-3037	213	22	a	a	DET
epaa-3037	213	23	representative	representative	ADJ
epaa-3037	213	24	sample	sample	NOUN
epaa-3037	213	25	of	of	ADP
epaa-3037	213	26	the	the	DET
epaa-3037	213	27	u.s	u.s	PROPN
epaa-3037	213	28	.	.	PROPN
epaa-3037	213	29	population	population	NOUN
epaa-3037	213	30	,	,	PUNCT
epaa-3037	213	31	but	but	CCONJ
epaa-3037	213	32	rather	rather	ADV
epaa-3037	213	33	the	the	DET
epaa-3037	213	34	4	4	NUM
epaa-3037	213	35	%	%	NOUN
epaa-3037	213	36	of	of	ADP
epaa-3037	213	37	facebook	facebook	NOUN
epaa-3037	213	38	users	user	NOUN
epaa-3037	213	39	who	who	PRON
epaa-3037	213	40	selfreported	selfreporte	VERB
epaa-3037	213	41	their	their	PRON
epaa-3037	213	42	political	political	ADJ
epaa-3037	213	43	affiliation	affiliation	NOUN
epaa-3037	213	44	on	on	ADP
epaa-3037	213	45	their	their	PRON
epaa-3037	213	46	facebook	facebook	NOUN
epaa-3037	213	47	profile	profile	NOUN
epaa-3037	213	48	page	page	NOUN
epaa-3037	213	49	(	(	PUNCT
epaa-3037	213	50	sandvig	sandvig	NOUN
epaa-3037	213	51	,	,	PUNCT
epaa-3037	213	52	2015	2015	NUM
epaa-3037	213	53	)	)	PUNCT
epaa-3037	213	54	.	.	PUNCT
epaa-3037	214	1	in	in	ADP
epaa-3037	214	2	fact	fact	NOUN
epaa-3037	214	3	,	,	PUNCT
epaa-3037	214	4	people	people	NOUN
epaa-3037	214	5	do	do	AUX
epaa-3037	214	6	not	not	PART
epaa-3037	214	7	randomly	randomly	ADV
epaa-3037	214	8	opt	opt	VERB
epaa-3037	214	9	into	into	ADP
epaa-3037	214	10	the	the	DET
epaa-3037	214	11	use	use	NOUN
epaa-3037	214	12	of	of	ADP
epaa-3037	214	13	facebook	facebook	NOUN
epaa-3037	214	14	and	and	CCONJ
epaa-3037	214	15	social	social	ADJ
epaa-3037	214	16	networking	networking	NOUN
epaa-3037	214	17	sites	site	NOUN
epaa-3037	214	18	in	in	ADP
epaa-3037	214	19	general	general	ADJ
epaa-3037	214	20	(	(	PUNCT
epaa-3037	214	21	hargittai	hargittai	NOUN
epaa-3037	214	22	,	,	PUNCT
epaa-3037	214	23	2015	2015	NUM
epaa-3037	214	24	)	)	PUNCT
epaa-3037	214	25	.	.	PUNCT
epaa-3037	215	1	whether	whether	SCONJ
epaa-3037	215	2	people	people	NOUN
epaa-3037	215	3	use	use	VERB
epaa-3037	215	4	a	a	DET
epaa-3037	215	5	specific	specific	ADJ
epaa-3037	215	6	social	social	ADJ
epaa-3037	215	7	networking	network	VERB
epaa-3037	215	8	site	site	NOUN
epaa-3037	215	9	is	be	AUX
epaa-3037	215	10	associated	associate	VERB
epaa-3037	215	11	with	with	ADP
epaa-3037	215	12	a	a	DET
epaa-3037	215	13	host	host	NOUN
epaa-3037	215	14	of	of	ADP
epaa-3037	215	15	factors	factor	NOUN
epaa-3037	215	16	,	,	PUNCT
epaa-3037	215	17	including	include	VERB
epaa-3037	215	18	age	age	NOUN
epaa-3037	215	19	,	,	PUNCT
epaa-3037	215	20	gender	gender	NOUN
epaa-3037	215	21	,	,	PUNCT
epaa-3037	215	22	ethnicity	ethnicity	NOUN
epaa-3037	215	23	,	,	PUNCT
epaa-3037	215	24	education	education	NOUN
epaa-3037	215	25	,	,	PUNCT
epaa-3037	215	26	and	and	CCONJ
epaa-3037	215	27	income	income	NOUN
epaa-3037	215	28	.	.	PUNCT
epaa-3037	216	1	specifically	specifically	ADV
epaa-3037	216	2	,	,	PUNCT
epaa-3037	216	3	younger	young	ADJ
epaa-3037	216	4	people	people	NOUN
epaa-3037	216	5	are	be	AUX
epaa-3037	216	6	more	more	ADV
epaa-3037	216	7	likely	likely	ADJ
epaa-3037	216	8	than	than	SCONJ
epaa-3037	216	9	older	old	ADJ
epaa-3037	216	10	people	people	NOUN
epaa-3037	216	11	to	to	PART
epaa-3037	216	12	use	use	VERB
epaa-3037	216	13	three	three	NUM
epaa-3037	216	14	popular	popular	ADJ
epaa-3037	216	15	social	social	ADJ
epaa-3037	216	16	media	medium	NOUN
epaa-3037	216	17	sites	site	NOUN
epaa-3037	216	18	—	—	PUNCT
epaa-3037	216	19	facebook	facebook	NOUN
epaa-3037	216	20	,	,	PUNCT
epaa-3037	216	21	twitter	twitter	NOUN
epaa-3037	216	22	,	,	PUNCT
epaa-3037	216	23	and	and	CCONJ
epaa-3037	216	24	linkedin	linkedin	NOUN
epaa-3037	216	25	;	;	PUNCT
epaa-3037	216	26	those	those	PRON
epaa-3037	216	27	with	with	ADP
epaa-3037	216	28	more	more	ADJ
epaa-3037	216	29	education	education	NOUN
epaa-3037	216	30	and	and	CCONJ
epaa-3037	216	31	higher	high	ADJ
epaa-3037	216	32	income	income	NOUN
epaa-3037	216	33	are	be	AUX
epaa-3037	216	34	more	more	ADV
epaa-3037	216	35	likely	likely	ADJ
epaa-3037	216	36	to	to	PART
epaa-3037	216	37	use	use	VERB
epaa-3037	216	38	these	these	DET
epaa-3037	216	39	three	three	NUM
epaa-3037	216	40	sites	site	NOUN
epaa-3037	216	41	than	than	ADP
epaa-3037	216	42	those	those	PRON
epaa-3037	216	43	who	who	PRON
epaa-3037	216	44	have	have	VERB
epaa-3037	216	45	lower	low	ADJ
epaa-3037	216	46	socioeconomic	socioeconomic	ADJ
epaa-3037	216	47	status	status	NOUN
epaa-3037	216	48	;	;	PUNCT
epaa-3037	216	49	women	woman	NOUN
epaa-3037	216	50	are	be	AUX
epaa-3037	216	51	more	more	ADV
epaa-3037	216	52	likely	likely	ADJ
epaa-3037	216	53	to	to	PART
epaa-3037	216	54	use	use	VERB
epaa-3037	216	55	facebook	facebook	NOUN
epaa-3037	216	56	but	but	CCONJ
epaa-3037	216	57	less	less	ADV
epaa-3037	216	58	likely	likely	ADJ
epaa-3037	216	59	to	to	PART
epaa-3037	216	60	use	use	VERB
epaa-3037	216	61	linkedin	linkedin	NOUN
epaa-3037	216	62	;	;	PUNCT
epaa-3037	216	63	education	education	NOUN
epaa-3037	216	64	policy	policy	NOUN
epaa-3037	216	65	research	research	NOUN
epaa-3037	216	66	in	in	ADP
epaa-3037	216	67	the	the	DET
epaa-3037	216	68	big	big	ADJ
epaa-3037	216	69	data	data	PROPN
epaa-3037	216	70	era	era	NOUN
epaa-3037	216	71	11	11	NUM
epaa-3037	216	72	african	african	ADJ
epaa-3037	216	73	americans	americans	PROPN
epaa-3037	216	74	are	be	AUX
epaa-3037	216	75	more	more	ADV
epaa-3037	216	76	likely	likely	ADJ
epaa-3037	216	77	to	to	PART
epaa-3037	216	78	be	be	AUX
epaa-3037	216	79	on	on	ADP
epaa-3037	216	80	linkedin	linkedin	NOUN
epaa-3037	216	81	and	and	CCONJ
epaa-3037	216	82	twitter	twitter	NOUN
epaa-3037	216	83	,	,	PUNCT
epaa-3037	216	84	but	but	CCONJ
epaa-3037	216	85	less	less	ADV
epaa-3037	216	86	likely	likely	ADJ
epaa-3037	216	87	to	to	PART
epaa-3037	216	88	use	use	VERB
epaa-3037	216	89	facebook	facebook	NOUN
epaa-3037	216	90	than	than	ADP
epaa-3037	216	91	whites	white	NOUN
epaa-3037	216	92	(	(	PUNCT
epaa-3037	216	93	hargittai	hargittai	NOUN
epaa-3037	216	94	,	,	PUNCT
epaa-3037	216	95	2015	2015	NUM
epaa-3037	216	96	)	)	PUNCT
epaa-3037	216	97	.	.	PUNCT
epaa-3037	217	1	as	as	ADP
epaa-3037	217	2	a	a	DET
epaa-3037	217	3	corollary	corollary	NOUN
epaa-3037	217	4	,	,	PUNCT
epaa-3037	217	5	the	the	DET
epaa-3037	217	6	online	online	ADJ
epaa-3037	217	7	population	population	NOUN
epaa-3037	217	8	demographics	demographic	NOUN
epaa-3037	217	9	might	might	AUX
epaa-3037	217	10	shift	shift	VERB
epaa-3037	217	11	constantly	constantly	ADV
epaa-3037	217	12	,	,	PUNCT
epaa-3037	217	13	and	and	CCONJ
epaa-3037	217	14	do	do	AUX
epaa-3037	217	15	not	not	PART
epaa-3037	217	16	represent	represent	VERB
epaa-3037	217	17	the	the	DET
epaa-3037	217	18	ones	one	NOUN
epaa-3037	217	19	in	in	ADP
epaa-3037	217	20	the	the	DET
epaa-3037	217	21	offline	offline	ADJ
epaa-3037	217	22	world	world	NOUN
epaa-3037	217	23	(	(	PUNCT
epaa-3037	217	24	diaz	diaz	PROPN
epaa-3037	217	25	,	,	PUNCT
epaa-3037	217	26	gamon	gamon	PROPN
epaa-3037	217	27	,	,	PUNCT
epaa-3037	217	28	hofman	hofman	PROPN
epaa-3037	217	29	,	,	PUNCT
epaa-3037	217	30	kıcıman	kıcıman	NOUN
epaa-3037	217	31	,	,	PUNCT
epaa-3037	217	32	&	&	CCONJ
epaa-3037	217	33	rothschild	rothschild	PROPN
epaa-3037	217	34	,	,	PUNCT
epaa-3037	217	35	2016	2016	NUM
epaa-3037	217	36	)	)	PUNCT
epaa-3037	217	37	.	.	PUNCT
epaa-3037	218	1	more	more	ADV
epaa-3037	218	2	importantly	importantly	ADV
epaa-3037	218	3	,	,	PUNCT
epaa-3037	218	4	in	in	ADP
epaa-3037	218	5	an	an	DET
epaa-3037	218	6	article	article	NOUN
epaa-3037	218	7	titled	title	VERB
epaa-3037	218	8	“	"	PUNCT
epaa-3037	218	9	how	how	SCONJ
epaa-3037	218	10	big	big	ADJ
epaa-3037	218	11	data	data	NOUN
epaa-3037	218	12	is	be	AUX
epaa-3037	218	13	unfair	unfair	ADJ
epaa-3037	218	14	”	"	PUNCT
epaa-3037	218	15	,	,	PUNCT
epaa-3037	218	16	hardt	hardt	PROPN
epaa-3037	218	17	(	(	PUNCT
epaa-3037	218	18	2014	2014	NUM
epaa-3037	218	19	)	)	PUNCT
epaa-3037	218	20	noted	note	VERB
epaa-3037	218	21	that	that	SCONJ
epaa-3037	218	22	the	the	DET
epaa-3037	218	23	algorithms	algorithm	NOUN
epaa-3037	218	24	are	be	AUX
epaa-3037	218	25	apt	apt	ADJ
epaa-3037	218	26	to	to	PART
epaa-3037	218	27	“	"	PUNCT
epaa-3037	218	28	favor	favor	VERB
epaa-3037	218	29	those	those	PRON
epaa-3037	218	30	who	who	PRON
epaa-3037	218	31	belong	belong	VERB
epaa-3037	218	32	to	to	ADP
epaa-3037	218	33	the	the	DET
epaa-3037	218	34	statistically	statistically	ADV
epaa-3037	218	35	dominant	dominant	ADJ
epaa-3037	218	36	groups	group	NOUN
epaa-3037	218	37	”	"	PUNCT
epaa-3037	218	38	(	(	PUNCT
epaa-3037	218	39	para	para	NOUN
epaa-3037	218	40	.	.	PROPN
epaa-3037	218	41	9	9	NUM
epaa-3037	218	42	)	)	PUNCT
epaa-3037	218	43	,	,	PUNCT
epaa-3037	218	44	and	and	CCONJ
epaa-3037	218	45	“	"	PUNCT
epaa-3037	218	46	a	a	DET
epaa-3037	218	47	variable	variable	NOUN
epaa-3037	218	48	that	that	PRON
epaa-3037	218	49	is	be	AUX
epaa-3037	218	50	positively	positively	ADV
epaa-3037	218	51	correlated	correlate	VERB
epaa-3037	218	52	with	with	ADP
epaa-3037	218	53	the	the	DET
epaa-3037	218	54	target	target	NOUN
epaa-3037	218	55	in	in	ADP
epaa-3037	218	56	the	the	DET
epaa-3037	218	57	general	general	ADJ
epaa-3037	218	58	population	population	NOUN
epaa-3037	218	59	might	might	AUX
epaa-3037	218	60	be	be	AUX
epaa-3037	218	61	negatively	negatively	ADV
epaa-3037	218	62	correlated	correlate	VERB
epaa-3037	218	63	with	with	ADP
epaa-3037	218	64	the	the	DET
epaa-3037	218	65	target	target	NOUN
epaa-3037	218	66	in	in	ADP
epaa-3037	218	67	a	a	DET
epaa-3037	218	68	minority	minority	NOUN
epaa-3037	218	69	group	group	NOUN
epaa-3037	218	70	”	"	PUNCT
epaa-3037	218	71	(	(	PUNCT
epaa-3037	218	72	para	para	PROPN
epaa-3037	218	73	.	.	PROPN
epaa-3037	218	74	12	12	NUM
epaa-3037	218	75	)	)	PUNCT
epaa-3037	218	76	.	.	PUNCT
epaa-3037	219	1	therefore	therefore	ADV
epaa-3037	219	2	,	,	PUNCT
epaa-3037	219	3	despite	despite	SCONJ
epaa-3037	219	4	a	a	DET
epaa-3037	219	5	large	large	ADJ
epaa-3037	219	6	n	n	CCONJ
epaa-3037	219	7	,	,	PUNCT
epaa-3037	219	8	the	the	DET
epaa-3037	219	9	sheer	sheer	ADJ
epaa-3037	219	10	number	number	NOUN
epaa-3037	219	11	of	of	ADP
epaa-3037	219	12	sample	sample	NOUN
epaa-3037	219	13	size	size	NOUN
epaa-3037	219	14	alone	alone	ADV
epaa-3037	219	15	is	be	AUX
epaa-3037	219	16	not	not	PART
epaa-3037	219	17	the	the	DET
epaa-3037	219	18	factor	factor	NOUN
epaa-3037	219	19	substantiating	substantiate	VERB
epaa-3037	219	20	the	the	DET
epaa-3037	219	21	claim	claim	NOUN
epaa-3037	219	22	that	that	SCONJ
epaa-3037	219	23	n	n	X
epaa-3037	219	24	≈	≈	PROPN
epaa-3037	219	25	all	all	PRON
epaa-3037	219	26	.	.	PUNCT
epaa-3037	220	1	researchers	researcher	NOUN
epaa-3037	220	2	must	must	AUX
epaa-3037	220	3	be	be	AUX
epaa-3037	220	4	cautious	cautious	ADJ
epaa-3037	220	5	when	when	SCONJ
epaa-3037	220	6	making	make	VERB
epaa-3037	220	7	generalized	generalized	ADJ
epaa-3037	220	8	claims	claim	NOUN
epaa-3037	220	9	based	base	VERB
epaa-3037	220	10	on	on	ADP
epaa-3037	220	11	a	a	DET
epaa-3037	220	12	biased	biased	ADJ
epaa-3037	220	13	sample	sample	NOUN
epaa-3037	220	14	,	,	PUNCT
epaa-3037	220	15	as	as	SCONJ
epaa-3037	220	16	it	it	PRON
epaa-3037	220	17	is	be	AUX
epaa-3037	220	18	problematic	problematic	ADJ
epaa-3037	220	19	to	to	PART
epaa-3037	220	20	generalize	generalize	VERB
epaa-3037	220	21	the	the	DET
epaa-3037	220	22	patterns	pattern	NOUN
epaa-3037	220	23	in	in	ADP
epaa-3037	220	24	one	one	NUM
epaa-3037	220	25	demographic	demographic	ADJ
epaa-3037	220	26	group	group	NOUN
epaa-3037	220	27	at	at	ADP
epaa-3037	220	28	one	one	NUM
epaa-3037	220	29	place	place	NOUN
epaa-3037	220	30	at	at	ADP
epaa-3037	220	31	one	one	NUM
epaa-3037	220	32	time	time	NOUN
epaa-3037	220	33	to	to	ADP
epaa-3037	220	34	all	all	DET
epaa-3037	220	35	demographic	demographic	ADJ
epaa-3037	220	36	groups	group	NOUN
epaa-3037	220	37	at	at	ADP
epaa-3037	220	38	all	all	DET
epaa-3037	220	39	places	place	NOUN
epaa-3037	220	40	at	at	ADP
epaa-3037	220	41	all	all	DET
epaa-3037	220	42	times	time	NOUN
epaa-3037	220	43	.	.	PUNCT
epaa-3037	221	1	theoretical	theoretical	ADJ
epaa-3037	221	2	framing	framing	NOUN
epaa-3037	221	3	is	be	AUX
epaa-3037	221	4	important	important	ADJ
epaa-3037	221	5	as	as	ADP
epaa-3037	221	6	always	always	ADV
epaa-3037	221	7	the	the	DET
epaa-3037	221	8	second	second	ADJ
epaa-3037	221	9	potential	potential	ADJ
epaa-3037	221	10	misconception	misconception	NOUN
epaa-3037	221	11	of	of	ADP
epaa-3037	221	12	using	use	VERB
epaa-3037	221	13	big	big	ADJ
epaa-3037	221	14	data	datum	NOUN
epaa-3037	221	15	in	in	ADP
epaa-3037	221	16	education	education	NOUN
epaa-3037	221	17	policy	policy	NOUN
epaa-3037	221	18	research	research	NOUN
epaa-3037	221	19	is	be	AUX
epaa-3037	221	20	that	that	SCONJ
epaa-3037	221	21	theoretical	theoretical	ADJ
epaa-3037	221	22	framing	framing	NOUN
epaa-3037	221	23	may	may	AUX
epaa-3037	221	24	become	become	VERB
epaa-3037	221	25	obsolete	obsolete	ADJ
epaa-3037	221	26	.	.	PUNCT
epaa-3037	222	1	some	some	PRON
epaa-3037	222	2	predicted	predict	VERB
epaa-3037	222	3	that	that	SCONJ
epaa-3037	222	4	the	the	DET
epaa-3037	222	5	scientific	scientific	ADJ
epaa-3037	222	6	approach	approach	NOUN
epaa-3037	222	7	of	of	ADP
epaa-3037	222	8	hypothesizing	hypothesize	VERB
epaa-3037	222	9	,	,	PUNCT
epaa-3037	222	10	modeling	modeling	NOUN
epaa-3037	222	11	,	,	PUNCT
epaa-3037	222	12	and	and	CCONJ
epaa-3037	222	13	testing	testing	NOUN
epaa-3037	222	14	would	would	AUX
epaa-3037	222	15	become	become	VERB
epaa-3037	222	16	obsolete	obsolete	ADJ
epaa-3037	222	17	,	,	PUNCT
epaa-3037	222	18	because	because	SCONJ
epaa-3037	222	19	patterns	pattern	NOUN
epaa-3037	222	20	can	can	AUX
epaa-3037	222	21	be	be	AUX
epaa-3037	222	22	revealed	reveal	VERB
epaa-3037	222	23	by	by	ADP
epaa-3037	222	24	crunching	crunch	VERB
epaa-3037	222	25	data	datum	NOUN
epaa-3037	222	26	through	through	ADP
epaa-3037	222	27	algorithms	algorithm	NOUN
epaa-3037	222	28	without	without	ADP
epaa-3037	222	29	being	be	AUX
epaa-3037	222	30	guided	guide	VERB
epaa-3037	222	31	by	by	ADP
epaa-3037	222	32	theories	theory	NOUN
epaa-3037	222	33	(	(	PUNCT
epaa-3037	222	34	anderson	anderson	PROPN
epaa-3037	222	35	,	,	PUNCT
epaa-3037	222	36	2008	2008	NUM
epaa-3037	222	37	)	)	PUNCT
epaa-3037	222	38	.	.	PUNCT
epaa-3037	223	1	this	this	DET
epaa-3037	223	2	view	view	NOUN
epaa-3037	223	3	is	be	AUX
epaa-3037	223	4	unfounded	unfounded	ADJ
epaa-3037	223	5	,	,	PUNCT
epaa-3037	223	6	because	because	SCONJ
epaa-3037	223	7	the	the	DET
epaa-3037	223	8	revealed	reveal	VERB
epaa-3037	223	9	“	"	PUNCT
epaa-3037	223	10	patterns	pattern	NOUN
epaa-3037	223	11	”	"	PUNCT
epaa-3037	223	12	might	might	AUX
epaa-3037	223	13	not	not	PART
epaa-3037	223	14	exist	exist	VERB
epaa-3037	223	15	and	and	CCONJ
epaa-3037	223	16	the	the	DET
epaa-3037	223	17	“	"	PUNCT
epaa-3037	223	18	enormous	enormous	ADJ
epaa-3037	223	19	quantities	quantity	NOUN
epaa-3037	223	20	of	of	ADP
epaa-3037	223	21	data	datum	NOUN
epaa-3037	223	22	can	can	AUX
epaa-3037	223	23	offer	offer	VERB
epaa-3037	223	24	connections	connection	NOUN
epaa-3037	223	25	that	that	PRON
epaa-3037	223	26	radiate	radiate	VERB
epaa-3037	223	27	in	in	ADP
epaa-3037	223	28	all	all	DET
epaa-3037	223	29	directions	direction	NOUN
epaa-3037	223	30	”	"	PUNCT
epaa-3037	223	31	(	(	PUNCT
epaa-3037	223	32	boyd	boyd	PROPN
epaa-3037	223	33	&	&	CCONJ
epaa-3037	223	34	crawford	crawford	PROPN
epaa-3037	223	35	,	,	PUNCT
epaa-3037	223	36	2012	2012	NUM
epaa-3037	223	37	,	,	PUNCT
epaa-3037	223	38	p.	p.	NOUN
epaa-3037	223	39	668	668	NUM
epaa-3037	223	40	)	)	PUNCT
epaa-3037	223	41	.	.	PUNCT
epaa-3037	224	1	the	the	DET
epaa-3037	224	2	so	so	ADV
epaa-3037	224	3	-	-	PUNCT
epaa-3037	224	4	called	call	VERB
epaa-3037	224	5	“	"	PUNCT
epaa-3037	224	6	patterns	pattern	NOUN
epaa-3037	224	7	”	"	PUNCT
epaa-3037	224	8	are	be	AUX
epaa-3037	224	9	deemed	deem	VERB
epaa-3037	224	10	as	as	ADP
epaa-3037	224	11	“	"	PUNCT
epaa-3037	224	12	chance	chance	VERB
epaa-3037	224	13	associations”—the	associations”—the	DET
epaa-3037	224	14	discernable	discernable	ADJ
epaa-3037	224	15	associations	association	NOUN
epaa-3037	224	16	that	that	PRON
epaa-3037	224	17	would	would	AUX
epaa-3037	224	18	inevitably	inevitably	ADV
epaa-3037	224	19	show	show	VERB
epaa-3037	224	20	up	up	ADP
epaa-3037	224	21	if	if	SCONJ
epaa-3037	224	22	we	we	PRON
epaa-3037	224	23	look	look	VERB
epaa-3037	224	24	at	at	ADP
epaa-3037	224	25	enough	enough	ADJ
epaa-3037	224	26	data	datum	NOUN
epaa-3037	224	27	(	(	PUNCT
epaa-3037	224	28	leinweber	leinweber	PROPN
epaa-3037	224	29	,	,	PUNCT
epaa-3037	224	30	2007	2007	NUM
epaa-3037	224	31	)	)	PUNCT
epaa-3037	224	32	.	.	PUNCT
epaa-3037	225	1	without	without	ADP
epaa-3037	225	2	appropriate	appropriate	ADJ
epaa-3037	225	3	theories	theory	NOUN
epaa-3037	225	4	to	to	PART
epaa-3037	225	5	frame	frame	VERB
epaa-3037	225	6	and	and	CCONJ
epaa-3037	225	7	guide	guide	VERB
epaa-3037	225	8	data	datum	NOUN
epaa-3037	225	9	mining	mining	NOUN
epaa-3037	225	10	,	,	PUNCT
epaa-3037	225	11	it	it	PRON
epaa-3037	225	12	is	be	AUX
epaa-3037	225	13	easy	easy	ADJ
epaa-3037	225	14	to	to	PART
epaa-3037	225	15	fall	fall	VERB
epaa-3037	225	16	into	into	ADP
epaa-3037	225	17	the	the	DET
epaa-3037	225	18	trap	trap	NOUN
epaa-3037	225	19	of	of	ADP
epaa-3037	225	20	“	"	PUNCT
epaa-3037	225	21	data	data	NOUN
epaa-3037	225	22	mining	mining	NOUN
epaa-3037	225	23	sins	sin	NOUN
epaa-3037	225	24	”	"	PUNCT
epaa-3037	225	25	(	(	PUNCT
epaa-3037	225	26	leinweber	leinweber	INTJ
epaa-3037	225	27	,	,	PUNCT
epaa-3037	225	28	2007	2007	NUM
epaa-3037	225	29	,	,	PUNCT
epaa-3037	225	30	p.	p.	NOUN
epaa-3037	225	31	15	15	NUM
epaa-3037	225	32	)	)	PUNCT
epaa-3037	225	33	.	.	PUNCT
epaa-3037	226	1	an	an	DET
epaa-3037	226	2	example	example	NOUN
epaa-3037	226	3	is	be	AUX
epaa-3037	226	4	that	that	SCONJ
epaa-3037	226	5	the	the	DET
epaa-3037	226	6	google	google	PROPN
epaa-3037	226	7	flu	flu	NOUN
epaa-3037	226	8	trends	trend	NOUN
epaa-3037	226	9	(	(	PUNCT
epaa-3037	226	10	gft	gft	PROPN
epaa-3037	226	11	)	)	PUNCT
epaa-3037	226	12	was	be	AUX
epaa-3037	226	13	touted	tout	VERB
epaa-3037	226	14	that	that	SCONJ
epaa-3037	226	15	it	it	PRON
epaa-3037	226	16	could	could	AUX
epaa-3037	226	17	predict	predict	VERB
epaa-3037	226	18	flu	flu	NOUN
epaa-3037	226	19	by	by	ADP
epaa-3037	226	20	matching	match	VERB
epaa-3037	226	21	50	50	NUM
epaa-3037	226	22	million	million	NUM
epaa-3037	226	23	google	google	NOUN
epaa-3037	226	24	search	search	NOUN
epaa-3037	226	25	terms	term	NOUN
epaa-3037	226	26	to	to	ADP
epaa-3037	226	27	over	over	ADP
epaa-3037	226	28	1,000	1,000	NUM
epaa-3037	226	29	terms	term	NOUN
epaa-3037	226	30	suggesting	suggest	VERB
epaa-3037	226	31	the	the	DET
epaa-3037	226	32	propensity	propensity	NOUN
epaa-3037	226	33	of	of	ADP
epaa-3037	226	34	flu	flu	NOUN
epaa-3037	226	35	,	,	PUNCT
epaa-3037	226	36	and	and	CCONJ
epaa-3037	226	37	the	the	DET
epaa-3037	226	38	gft	gft	PROPN
epaa-3037	226	39	could	could	AUX
epaa-3037	226	40	generate	generate	VERB
epaa-3037	226	41	the	the	DET
epaa-3037	226	42	flu	flu	NOUN
epaa-3037	226	43	prediction	prediction	NOUN
epaa-3037	226	44	two	two	NUM
epaa-3037	226	45	weeks	week	NOUN
epaa-3037	226	46	before	before	SCONJ
epaa-3037	226	47	the	the	DET
epaa-3037	226	48	u.s	u.s	PROPN
epaa-3037	226	49	.	.	PROPN
epaa-3037	226	50	centers	center	NOUN
epaa-3037	226	51	for	for	ADP
epaa-3037	226	52	disease	disease	NOUN
epaa-3037	226	53	control	control	NOUN
epaa-3037	226	54	and	and	CCONJ
epaa-3037	226	55	prevention	prevention	NOUN
epaa-3037	226	56	did	do	VERB
epaa-3037	226	57	.	.	PUNCT
epaa-3037	227	1	however	however	ADV
epaa-3037	227	2	,	,	PUNCT
epaa-3037	227	3	the	the	DET
epaa-3037	227	4	gft	gft	PROPN
epaa-3037	227	5	failed	fail	VERB
epaa-3037	227	6	to	to	PART
epaa-3037	227	7	predict	predict	VERB
epaa-3037	227	8	the	the	DET
epaa-3037	227	9	non	non	ADJ
epaa-3037	227	10	-	-	ADJ
epaa-3037	227	11	seasonal	seasonal	ADJ
epaa-3037	227	12	flu	flu	NOUN
epaa-3037	227	13	in	in	ADP
epaa-3037	227	14	2009	2009	NUM
epaa-3037	227	15	,	,	PUNCT
epaa-3037	227	16	partly	partly	ADV
epaa-3037	227	17	because	because	SCONJ
epaa-3037	227	18	the	the	DET
epaa-3037	227	19	gft	gft	PROPN
epaa-3037	227	20	“	"	PUNCT
epaa-3037	227	21	was	be	AUX
epaa-3037	227	22	part	part	NOUN
epaa-3037	227	23	flu	flu	NOUN
epaa-3037	227	24	detector	detector	NOUN
epaa-3037	227	25	and	and	CCONJ
epaa-3037	227	26	part	part	NOUN
epaa-3037	227	27	winter	winter	NOUN
epaa-3037	227	28	detector	detector	NOUN
epaa-3037	227	29	”	"	PUNCT
epaa-3037	227	30	(	(	PUNCT
epaa-3037	227	31	lazer	lazer	NOUN
epaa-3037	227	32	,	,	PUNCT
epaa-3037	227	33	kennedy	kennedy	PROPN
epaa-3037	227	34	,	,	PUNCT
epaa-3037	227	35	king	king	NOUN
epaa-3037	227	36	,	,	PUNCT
epaa-3037	227	37	&	&	CCONJ
epaa-3037	227	38	vespignani	vespignani	PROPN
epaa-3037	227	39	,	,	PUNCT
epaa-3037	227	40	2014	2014	NUM
epaa-3037	227	41	,	,	PUNCT
epaa-3037	227	42	p.	p.	NOUN
epaa-3037	227	43	1203	1203	NUM
epaa-3037	227	44	)	)	PUNCT
epaa-3037	227	45	.	.	PUNCT
epaa-3037	228	1	this	this	PRON
epaa-3037	228	2	is	be	AUX
epaa-3037	228	3	why	why	SCONJ
epaa-3037	228	4	boyd	boyd	PROPN
epaa-3037	228	5	and	and	CCONJ
epaa-3037	228	6	crawford	crawford	PROPN
epaa-3037	228	7	(	(	PUNCT
epaa-3037	228	8	2012	2012	NUM
epaa-3037	228	9	)	)	PUNCT
epaa-3037	228	10	argued	argue	VERB
epaa-3037	228	11	that	that	SCONJ
epaa-3037	228	12	data	datum	NOUN
epaa-3037	228	13	,	,	PUNCT
epaa-3037	228	14	big	big	ADJ
epaa-3037	228	15	or	or	CCONJ
epaa-3037	228	16	small	small	ADJ
epaa-3037	228	17	,	,	PUNCT
epaa-3037	228	18	lose	lose	ADJ
epaa-3037	228	19	value	value	NOUN
epaa-3037	228	20	when	when	SCONJ
epaa-3037	228	21	they	they	PRON
epaa-3037	228	22	are	be	AUX
epaa-3037	228	23	taken	take	VERB
epaa-3037	228	24	out	out	ADP
epaa-3037	228	25	of	of	ADP
epaa-3037	228	26	context	context	NOUN
epaa-3037	228	27	.	.	PUNCT
epaa-3037	229	1	in	in	ADP
epaa-3037	229	2	education	education	NOUN
epaa-3037	229	3	policy	policy	NOUN
epaa-3037	229	4	research	research	NOUN
epaa-3037	229	5	,	,	PUNCT
epaa-3037	229	6	the	the	DET
epaa-3037	229	7	socially	socially	ADV
epaa-3037	229	8	-	-	PUNCT
epaa-3037	229	9	constructed	construct	VERB
epaa-3037	229	10	data	datum	NOUN
epaa-3037	229	11	should	should	AUX
epaa-3037	229	12	never	never	ADV
epaa-3037	229	13	override	override	VERB
epaa-3037	229	14	theory	theory	NOUN
epaa-3037	229	15	.	.	PUNCT
epaa-3037	230	1	theory	theory	NOUN
epaa-3037	230	2	matters	matter	VERB
epaa-3037	230	3	.	.	PUNCT
epaa-3037	231	1	context	context	NOUN
epaa-3037	231	2	matters	matter	NOUN
epaa-3037	231	3	.	.	PUNCT
epaa-3037	232	1	these	these	DET
epaa-3037	232	2	principles	principle	NOUN
epaa-3037	232	3	apply	apply	VERB
epaa-3037	232	4	to	to	ADP
epaa-3037	232	5	big	big	ADJ
epaa-3037	232	6	data	datum	NOUN
epaa-3037	232	7	analytics	analytic	NOUN
epaa-3037	232	8	as	as	ADV
epaa-3037	232	9	well	well	ADV
epaa-3037	232	10	.	.	PUNCT
epaa-3037	233	1	technology	technology	NOUN
epaa-3037	233	2	truly	truly	ADV
epaa-3037	233	3	helps	help	VERB
epaa-3037	233	4	satiate	satiate	VERB
epaa-3037	233	5	our	our	PRON
epaa-3037	233	6	voracious	voracious	ADJ
epaa-3037	233	7	appetite	appetite	NOUN
epaa-3037	233	8	for	for	ADP
epaa-3037	233	9	data	datum	NOUN
epaa-3037	233	10	;	;	PUNCT
epaa-3037	233	11	computer	computer	NOUN
epaa-3037	233	12	science	science	NOUN
epaa-3037	233	13	provides	provide	VERB
epaa-3037	233	14	the	the	DET
epaa-3037	233	15	capacity	capacity	NOUN
epaa-3037	233	16	to	to	PART
epaa-3037	233	17	collect	collect	VERB
epaa-3037	233	18	and	and	CCONJ
epaa-3037	233	19	analyze	analyze	VERB
epaa-3037	233	20	voluminous	voluminous	ADJ
epaa-3037	233	21	amounts	amount	NOUN
epaa-3037	233	22	of	of	ADP
epaa-3037	233	23	data	datum	NOUN
epaa-3037	233	24	.	.	PUNCT
epaa-3037	234	1	but	but	CCONJ
epaa-3037	234	2	still	still	ADV
epaa-3037	234	3	,	,	PUNCT
epaa-3037	234	4	in	in	ADP
epaa-3037	234	5	the	the	DET
epaa-3037	234	6	big	big	ADJ
epaa-3037	234	7	data	data	PROPN
epaa-3037	234	8	era	era	NOUN
epaa-3037	234	9	,	,	PUNCT
epaa-3037	234	10	theories	theory	NOUN
epaa-3037	234	11	and	and	CCONJ
epaa-3037	234	12	data	datum	NOUN
epaa-3037	234	13	are	be	AUX
epaa-3037	234	14	inextricably	inextricably	ADV
epaa-3037	234	15	linked	link	VERB
epaa-3037	234	16	.	.	PUNCT
epaa-3037	235	1	data	datum	NOUN
epaa-3037	235	2	alone	alone	ADV
epaa-3037	235	3	tell	tell	VERB
epaa-3037	235	4	us	we	PRON
epaa-3037	235	5	nothing	nothing	PRON
epaa-3037	235	6	.	.	PUNCT
epaa-3037	236	1	data	datum	NOUN
epaa-3037	236	2	are	be	AUX
epaa-3037	236	3	merely	merely	ADV
epaa-3037	236	4	a	a	DET
epaa-3037	236	5	vehicle	vehicle	NOUN
epaa-3037	236	6	we	we	PRON
epaa-3037	236	7	can	can	AUX
epaa-3037	236	8	lean	lean	VERB
epaa-3037	236	9	on	on	ADP
epaa-3037	236	10	to	to	PART
epaa-3037	236	11	enrich	enrich	VERB
epaa-3037	236	12	our	our	PRON
epaa-3037	236	13	understanding	understanding	NOUN
epaa-3037	236	14	of	of	ADP
epaa-3037	236	15	social	social	ADJ
epaa-3037	236	16	phenomena	phenomenon	NOUN
epaa-3037	236	17	.	.	PUNCT
epaa-3037	237	1	when	when	SCONJ
epaa-3037	237	2	we	we	PRON
epaa-3037	237	3	simplify	simplify	VERB
epaa-3037	237	4	human	human	ADJ
epaa-3037	237	5	behaviors	behavior	NOUN
epaa-3037	237	6	to	to	ADP
epaa-3037	237	7	numbers	number	NOUN
epaa-3037	237	8	,	,	PUNCT
epaa-3037	237	9	we	we	PRON
epaa-3037	237	10	run	run	VERB
epaa-3037	237	11	the	the	DET
epaa-3037	237	12	risk	risk	NOUN
epaa-3037	237	13	of	of	ADP
epaa-3037	237	14	losing	lose	VERB
epaa-3037	237	15	the	the	DET
epaa-3037	237	16	richness	richness	NOUN
epaa-3037	237	17	of	of	ADP
epaa-3037	237	18	human	human	ADJ
epaa-3037	237	19	behaviors	behavior	NOUN
epaa-3037	237	20	.	.	PUNCT
epaa-3037	238	1	it	it	PRON
epaa-3037	238	2	is	be	AUX
epaa-3037	238	3	the	the	DET
epaa-3037	238	4	researchers	researcher	NOUN
epaa-3037	238	5	’	’	PART
epaa-3037	238	6	job	job	NOUN
epaa-3037	238	7	to	to	PART
epaa-3037	238	8	interpret	interpret	VERB
epaa-3037	238	9	data	datum	NOUN
epaa-3037	238	10	:	:	PUNCT
epaa-3037	238	11	unpacking	unpack	VERB
epaa-3037	238	12	the	the	DET
epaa-3037	238	13	meaning	meaning	NOUN
epaa-3037	238	14	behind	behind	ADP
epaa-3037	238	15	the	the	DET
epaa-3037	238	16	data	datum	NOUN
epaa-3037	238	17	in	in	ADP
epaa-3037	238	18	a	a	DET
epaa-3037	238	19	given	give	VERB
epaa-3037	238	20	context	context	NOUN
epaa-3037	238	21	(	(	PUNCT
epaa-3037	238	22	boyd	boyd	PROPN
epaa-3037	238	23	&	&	CCONJ
epaa-3037	238	24	crawford	crawford	PROPN
epaa-3037	238	25	,	,	PUNCT
epaa-3037	238	26	2012	2012	NUM
epaa-3037	238	27	)	)	PUNCT
epaa-3037	238	28	.	.	PUNCT
epaa-3037	239	1	therefore	therefore	ADV
epaa-3037	239	2	,	,	PUNCT
epaa-3037	239	3	the	the	DET
epaa-3037	239	4	data	data	NOUN
epaa-3037	239	5	interpretation	interpretation	NOUN
epaa-3037	239	6	,	,	PUNCT
epaa-3037	239	7	data	datum	NOUN
epaa-3037	239	8	contextualization	contextualization	NOUN
epaa-3037	239	9	,	,	PUNCT
epaa-3037	239	10	and	and	CCONJ
epaa-3037	239	11	sense	sense	NOUN
epaa-3037	239	12	-	-	PUNCT
epaa-3037	239	13	making	make	VERB
epaa-3037	239	14	process	process	NOUN
epaa-3037	239	15	must	must	AUX
epaa-3037	239	16	be	be	AUX
epaa-3037	239	17	guided	guide	VERB
epaa-3037	239	18	by	by	ADP
epaa-3037	239	19	theories	theory	NOUN
epaa-3037	239	20	,	,	PUNCT
epaa-3037	239	21	rather	rather	ADV
epaa-3037	239	22	than	than	ADP
epaa-3037	239	23	algorithms	algorithm	NOUN
epaa-3037	239	24	.	.	PUNCT
epaa-3037	240	1	in	in	ADP
epaa-3037	240	2	education	education	NOUN
epaa-3037	240	3	policy	policy	NOUN
epaa-3037	240	4	research	research	NOUN
epaa-3037	240	5	,	,	PUNCT
epaa-3037	240	6	on	on	ADP
epaa-3037	240	7	the	the	DET
epaa-3037	240	8	one	one	NUM
epaa-3037	240	9	hand	hand	NOUN
epaa-3037	240	10	,	,	PUNCT
epaa-3037	240	11	theories	theory	NOUN
epaa-3037	240	12	are	be	AUX
epaa-3037	240	13	analogous	analogous	ADJ
epaa-3037	240	14	to	to	ADP
epaa-3037	240	15	beacons	beacon	NOUN
epaa-3037	240	16	guiding	guide	VERB
epaa-3037	240	17	the	the	DET
epaa-3037	240	18	data	datum	NOUN
epaa-3037	240	19	collection	collection	NOUN
epaa-3037	240	20	,	,	PUNCT
epaa-3037	240	21	analysis	analysis	NOUN
epaa-3037	240	22	,	,	PUNCT
epaa-3037	240	23	and	and	CCONJ
epaa-3037	240	24	interpretation	interpretation	NOUN
epaa-3037	240	25	,	,	PUNCT
epaa-3037	240	26	so	so	SCONJ
epaa-3037	240	27	that	that	SCONJ
epaa-3037	240	28	researchers	researcher	NOUN
epaa-3037	240	29	do	do	AUX
epaa-3037	240	30	not	not	PART
epaa-3037	240	31	cherrypick	cherrypick	VERB
epaa-3037	240	32	variables	variable	NOUN
epaa-3037	240	33	to	to	AUX
epaa-3037	240	34	blindly	blindly	ADV
epaa-3037	240	35	hunt	hunt	VERB
epaa-3037	240	36	for	for	ADP
epaa-3037	240	37	patterns	pattern	NOUN
epaa-3037	240	38	;	;	PUNCT
epaa-3037	240	39	on	on	ADP
epaa-3037	240	40	the	the	DET
epaa-3037	240	41	other	other	ADJ
epaa-3037	240	42	hand	hand	NOUN
epaa-3037	240	43	,	,	PUNCT
epaa-3037	240	44	the	the	DET
epaa-3037	240	45	results	result	NOUN
epaa-3037	240	46	from	from	ADP
epaa-3037	240	47	a	a	DET
epaa-3037	240	48	theoretical	theoretical	ADJ
epaa-3037	240	49	-	-	PUNCT
epaa-3037	240	50	guided	guide	VERB
epaa-3037	240	51	analytical	analytical	ADJ
epaa-3037	240	52	approach	approach	NOUN
epaa-3037	240	53	can	can	AUX
epaa-3037	240	54	help	help	VERB
epaa-3037	240	55	facilitate	facilitate	VERB
epaa-3037	240	56	theory	theory	NOUN
epaa-3037	240	57	development	development	NOUN
epaa-3037	240	58	and	and	CCONJ
epaa-3037	240	59	enrich	enrich	VERB
epaa-3037	240	60	our	our	PRON
epaa-3037	240	61	understanding	understanding	NOUN
epaa-3037	240	62	of	of	ADP
epaa-3037	240	63	intricate	intricate	ADJ
epaa-3037	240	64	education	education	NOUN
epaa-3037	240	65	policy	policy	NOUN
epaa-3037	240	66	issues	issue	NOUN
epaa-3037	240	67	.	.	PUNCT
epaa-3037	241	1	even	even	ADV
epaa-3037	241	2	automation	automation	NOUN
epaa-3037	241	3	needs	need	VERB
epaa-3037	241	4	human	human	ADJ
epaa-3037	241	5	involvement	involvement	NOUN
epaa-3037	241	6	given	give	VERB
epaa-3037	241	7	the	the	DET
epaa-3037	241	8	large	large	ADJ
epaa-3037	241	9	-	-	PUNCT
epaa-3037	241	10	volume	volume	NOUN
epaa-3037	241	11	,	,	PUNCT
epaa-3037	241	12	wide	wide	ADJ
epaa-3037	241	13	-	-	PUNCT
epaa-3037	241	14	variety	variety	NOUN
epaa-3037	241	15	,	,	PUNCT
epaa-3037	241	16	and	and	CCONJ
epaa-3037	241	17	high	high	ADJ
epaa-3037	241	18	-	-	PUNCT
epaa-3037	241	19	velocity	velocity	NOUN
epaa-3037	241	20	features	feature	NOUN
epaa-3037	241	21	of	of	ADP
epaa-3037	241	22	big	big	ADJ
epaa-3037	241	23	data	datum	NOUN
epaa-3037	241	24	,	,	PUNCT
epaa-3037	241	25	much	much	ADJ
epaa-3037	241	26	of	of	ADP
epaa-3037	241	27	the	the	DET
epaa-3037	241	28	big	big	ADJ
epaa-3037	241	29	data	datum	NOUN
epaa-3037	241	30	analytics	analytic	NOUN
epaa-3037	241	31	is	be	AUX
epaa-3037	241	32	automated	automate	VERB
epaa-3037	241	33	by	by	ADP
epaa-3037	241	34	algorithms	algorithm	NOUN
epaa-3037	241	35	.	.	PUNCT
epaa-3037	242	1	the	the	DET
epaa-3037	242	2	third	third	ADJ
epaa-3037	242	3	potential	potential	ADJ
epaa-3037	242	4	misconception	misconception	NOUN
epaa-3037	242	5	of	of	ADP
epaa-3037	242	6	using	use	VERB
epaa-3037	242	7	big	big	ADJ
epaa-3037	242	8	data	datum	NOUN
epaa-3037	242	9	in	in	ADP
epaa-3037	242	10	education	education	NOUN
epaa-3037	242	11	policy	policy	NOUN
epaa-3037	242	12	research	research	NOUN
epaa-3037	242	13	is	be	AUX
epaa-3037	242	14	that	that	DET
epaa-3037	242	15	automation	automation	NOUN
epaa-3037	242	16	does	do	AUX
epaa-3037	242	17	not	not	PART
epaa-3037	242	18	need	need	VERB
epaa-3037	242	19	human	human	ADJ
epaa-3037	242	20	involvement	involvement	NOUN
epaa-3037	242	21	.	.	PUNCT
epaa-3037	243	1	this	this	DET
epaa-3037	243	2	misconception	misconception	NOUN
epaa-3037	243	3	education	education	NOUN
epaa-3037	243	4	policy	policy	NOUN
epaa-3037	243	5	analysis	analysis	NOUN
epaa-3037	243	6	archives	archive	NOUN
epaa-3037	243	7	vol	vol	NOUN
epaa-3037	243	8	.	.	PUNCT
epaa-3037	244	1	25	25	NUM
epaa-3037	244	2	no	no	NOUN
epaa-3037	244	3	.	.	NOUN
epaa-3037	245	1	94	94	NUM
epaa-3037	245	2	12	12	NUM
epaa-3037	245	3	runs	run	VERB
epaa-3037	245	4	the	the	DET
epaa-3037	245	5	risk	risk	NOUN
epaa-3037	245	6	of	of	ADP
epaa-3037	245	7	overemphasizing	overemphasize	VERB
epaa-3037	245	8	algorithm	algorithm	NOUN
epaa-3037	245	9	-	-	PUNCT
epaa-3037	245	10	enabled	enable	VERB
epaa-3037	245	11	automation	automation	NOUN
epaa-3037	245	12	at	at	ADP
epaa-3037	245	13	the	the	DET
epaa-3037	245	14	expense	expense	NOUN
epaa-3037	245	15	of	of	ADP
epaa-3037	245	16	the	the	DET
epaa-3037	245	17	veracity	veracity	NOUN
epaa-3037	245	18	of	of	ADP
epaa-3037	245	19	big	big	ADJ
epaa-3037	245	20	data	datum	NOUN
epaa-3037	245	21	.	.	PUNCT
epaa-3037	246	1	the	the	DET
epaa-3037	246	2	sophisticated	sophisticated	ADJ
epaa-3037	246	3	algorithms	algorithm	NOUN
epaa-3037	246	4	,	,	PUNCT
epaa-3037	246	5	along	along	ADP
epaa-3037	246	6	with	with	ADP
epaa-3037	246	7	the	the	DET
epaa-3037	246	8	brute	brute	ADJ
epaa-3037	246	9	force	force	NOUN
epaa-3037	246	10	of	of	ADP
epaa-3037	246	11	high	high	ADJ
epaa-3037	246	12	-	-	PUNCT
epaa-3037	246	13	performance	performance	NOUN
epaa-3037	246	14	computing	computing	NOUN
epaa-3037	246	15	(	(	PUNCT
epaa-3037	246	16	also	also	ADV
epaa-3037	246	17	called	call	VERB
epaa-3037	246	18	supercomputer	supercomputer	NOUN
epaa-3037	246	19	)	)	PUNCT
epaa-3037	246	20	,	,	PUNCT
epaa-3037	246	21	do	do	AUX
epaa-3037	246	22	not	not	PART
epaa-3037	246	23	mean	mean	VERB
epaa-3037	246	24	that	that	SCONJ
epaa-3037	246	25	valid	valid	ADJ
epaa-3037	246	26	results	result	NOUN
epaa-3037	246	27	are	be	AUX
epaa-3037	246	28	automatically	automatically	ADV
epaa-3037	246	29	produced	produce	VERB
epaa-3037	246	30	after	after	ADP
epaa-3037	246	31	feeding	feed	VERB
epaa-3037	246	32	data	datum	NOUN
epaa-3037	246	33	into	into	ADP
epaa-3037	246	34	the	the	DET
epaa-3037	246	35	magic	magic	ADJ
epaa-3037	246	36	wand	wand	NOUN
epaa-3037	246	37	of	of	ADP
epaa-3037	246	38	algorithms	algorithm	NOUN
epaa-3037	246	39	.	.	PUNCT
epaa-3037	247	1	first	first	ADV
epaa-3037	247	2	,	,	PUNCT
epaa-3037	247	3	human	human	ADJ
epaa-3037	247	4	judgment	judgment	NOUN
epaa-3037	247	5	is	be	AUX
epaa-3037	247	6	needed	need	VERB
epaa-3037	247	7	in	in	ADP
epaa-3037	247	8	every	every	DET
epaa-3037	247	9	step	step	NOUN
epaa-3037	247	10	of	of	ADP
epaa-3037	247	11	big	big	ADJ
epaa-3037	247	12	data	datum	NOUN
epaa-3037	247	13	analytics	analytic	NOUN
epaa-3037	247	14	in	in	ADP
epaa-3037	247	15	education	education	NOUN
epaa-3037	247	16	policy	policy	NOUN
epaa-3037	247	17	research	research	NOUN
epaa-3037	247	18	to	to	PART
epaa-3037	247	19	establish	establish	VERB
epaa-3037	247	20	the	the	DET
epaa-3037	247	21	veracity	veracity	NOUN
epaa-3037	247	22	of	of	ADP
epaa-3037	247	23	research	research	NOUN
epaa-3037	247	24	.	.	PUNCT
epaa-3037	248	1	the	the	DET
epaa-3037	248	2	data	datum	NOUN
epaa-3037	248	3	quality	quality	NOUN
epaa-3037	248	4	needs	need	VERB
epaa-3037	248	5	to	to	PART
epaa-3037	248	6	be	be	AUX
epaa-3037	248	7	evaluated	evaluate	VERB
epaa-3037	248	8	by	by	ADP
epaa-3037	248	9	humans	human	NOUN
epaa-3037	248	10	,	,	PUNCT
epaa-3037	248	11	as	as	SCONJ
epaa-3037	248	12	the	the	DET
epaa-3037	248	13	data	datum	NOUN
epaa-3037	248	14	feeding	feed	VERB
epaa-3037	248	15	into	into	ADP
epaa-3037	248	16	the	the	DET
epaa-3037	248	17	algorithms	algorithm	NOUN
epaa-3037	248	18	can	can	AUX
epaa-3037	248	19	be	be	AUX
epaa-3037	248	20	unrepresentative	unrepresentative	ADJ
epaa-3037	248	21	of	of	ADP
epaa-3037	248	22	targeted	target	VERB
epaa-3037	248	23	population	population	NOUN
epaa-3037	248	24	and	and	CCONJ
epaa-3037	248	25	error	error	NOUN
epaa-3037	248	26	-	-	PUNCT
epaa-3037	248	27	prone	prone	ADJ
epaa-3037	248	28	(	(	PUNCT
epaa-3037	248	29	tufekci	tufekci	ADJ
epaa-3037	248	30	,	,	PUNCT
epaa-3037	248	31	2014	2014	NUM
epaa-3037	248	32	)	)	PUNCT
epaa-3037	248	33	.	.	PUNCT
epaa-3037	249	1	the	the	DET
epaa-3037	249	2	model	model	NOUN
epaa-3037	249	3	parameters	parameter	NOUN
epaa-3037	249	4	used	use	VERB
epaa-3037	249	5	in	in	ADP
epaa-3037	249	6	the	the	DET
epaa-3037	249	7	automated	automate	VERB
epaa-3037	249	8	data	datum	NOUN
epaa-3037	249	9	analysis	analysis	NOUN
epaa-3037	249	10	need	need	VERB
epaa-3037	249	11	to	to	PART
epaa-3037	249	12	be	be	AUX
epaa-3037	249	13	set	set	VERB
epaa-3037	249	14	by	by	ADP
epaa-3037	249	15	humans	human	NOUN
epaa-3037	249	16	,	,	PUNCT
epaa-3037	249	17	as	as	SCONJ
epaa-3037	249	18	the	the	DET
epaa-3037	249	19	ones	one	NOUN
epaa-3037	249	20	noted	note	VERB
epaa-3037	249	21	earlier	early	ADV
epaa-3037	249	22	in	in	ADP
epaa-3037	249	23	the	the	DET
epaa-3037	249	24	section	section	NOUN
epaa-3037	249	25	of	of	ADP
epaa-3037	249	26	topic	topic	NOUN
epaa-3037	249	27	models	model	NOUN
epaa-3037	249	28	.	.	PUNCT
epaa-3037	250	1	the	the	DET
epaa-3037	250	2	data	data	NOUN
epaa-3037	250	3	interpretation	interpretation	NOUN
epaa-3037	250	4	entails	entail	VERB
epaa-3037	250	5	researchers	researcher	NOUN
epaa-3037	250	6	to	to	PART
epaa-3037	250	7	draw	draw	VERB
epaa-3037	250	8	upon	upon	SCONJ
epaa-3037	250	9	their	their	PRON
epaa-3037	250	10	prior	prior	ADJ
epaa-3037	250	11	knowledge	knowledge	NOUN
epaa-3037	250	12	in	in	ADP
epaa-3037	250	13	the	the	DET
epaa-3037	250	14	field	field	NOUN
epaa-3037	250	15	to	to	PART
epaa-3037	250	16	make	make	VERB
epaa-3037	250	17	sense	sense	NOUN
epaa-3037	250	18	of	of	ADP
epaa-3037	250	19	the	the	DET
epaa-3037	250	20	data	datum	NOUN
epaa-3037	250	21	.	.	PUNCT
epaa-3037	251	1	as	as	ADP
epaa-3037	251	2	a	a	DET
epaa-3037	251	3	corollary	corollary	NOUN
epaa-3037	251	4	,	,	PUNCT
epaa-3037	251	5	to	to	PART
epaa-3037	251	6	tap	tap	VERB
epaa-3037	251	7	the	the	DET
epaa-3037	251	8	potential	potential	NOUN
epaa-3037	251	9	of	of	ADP
epaa-3037	251	10	big	big	ADJ
epaa-3037	251	11	data	datum	NOUN
epaa-3037	251	12	in	in	ADP
epaa-3037	251	13	the	the	DET
epaa-3037	251	14	field	field	NOUN
epaa-3037	251	15	of	of	ADP
epaa-3037	251	16	education	education	NOUN
epaa-3037	251	17	policy	policy	NOUN
epaa-3037	251	18	,	,	PUNCT
epaa-3037	251	19	the	the	DET
epaa-3037	251	20	key	key	NOUN
epaa-3037	251	21	is	be	AUX
epaa-3037	251	22	not	not	PART
epaa-3037	251	23	to	to	PART
epaa-3037	251	24	blindly	blindly	ADV
epaa-3037	251	25	pursue	pursue	VERB
epaa-3037	251	26	clever	clever	ADJ
epaa-3037	251	27	algorithms	algorithm	NOUN
epaa-3037	251	28	or	or	CCONJ
epaa-3037	251	29	troves	trove	NOUN
epaa-3037	251	30	of	of	ADP
epaa-3037	251	31	data	datum	NOUN
epaa-3037	251	32	,	,	PUNCT
epaa-3037	251	33	but	but	CCONJ
epaa-3037	251	34	to	to	PART
epaa-3037	251	35	augment	augment	VERB
epaa-3037	251	36	automation	automation	NOUN
epaa-3037	251	37	and	and	CCONJ
epaa-3037	251	38	human	human	ADJ
epaa-3037	251	39	judgment	judgment	NOUN
epaa-3037	251	40	,	,	PUNCT
epaa-3037	251	41	so	so	SCONJ
epaa-3037	251	42	that	that	SCONJ
epaa-3037	251	43	they	they	PRON
epaa-3037	251	44	are	be	AUX
epaa-3037	251	45	complementary	complementary	ADJ
epaa-3037	251	46	to	to	ADP
epaa-3037	251	47	each	each	DET
epaa-3037	251	48	other	other	ADJ
epaa-3037	251	49	.	.	PUNCT
epaa-3037	252	1	challenges	challenge	NOUN
epaa-3037	252	2	amid	amid	ADP
epaa-3037	252	3	the	the	DET
epaa-3037	252	4	abundant	abundant	ADJ
epaa-3037	252	5	potential	potential	NOUN
epaa-3037	252	6	of	of	ADP
epaa-3037	252	7	big	big	ADJ
epaa-3037	252	8	data	datum	NOUN
epaa-3037	252	9	,	,	PUNCT
epaa-3037	252	10	pressing	press	VERB
epaa-3037	252	11	challenges	challenge	NOUN
epaa-3037	252	12	abound	abound	VERB
epaa-3037	252	13	in	in	ADP
epaa-3037	252	14	using	use	VERB
epaa-3037	252	15	big	big	ADJ
epaa-3037	252	16	data	datum	NOUN
epaa-3037	252	17	in	in	ADP
epaa-3037	252	18	education	education	NOUN
epaa-3037	252	19	policy	policy	NOUN
epaa-3037	252	20	research	research	NOUN
epaa-3037	252	21	.	.	PUNCT
epaa-3037	253	1	among	among	ADP
epaa-3037	253	2	them	they	PRON
epaa-3037	253	3	are	be	AUX
epaa-3037	253	4	developing	develop	VERB
epaa-3037	253	5	interdisciplinary	interdisciplinary	ADJ
epaa-3037	253	6	research	research	NOUN
epaa-3037	253	7	capacity	capacity	NOUN
epaa-3037	253	8	,	,	PUNCT
epaa-3037	253	9	and	and	CCONJ
epaa-3037	253	10	addressing	address	VERB
epaa-3037	253	11	the	the	DET
epaa-3037	253	12	privacy	privacy	NOUN
epaa-3037	253	13	concerns	concern	NOUN
epaa-3037	253	14	and	and	CCONJ
epaa-3037	253	15	ethical	ethical	ADJ
epaa-3037	253	16	conundrums	conundrum	NOUN
epaa-3037	253	17	.	.	PUNCT
epaa-3037	254	1	here	here	ADV
epaa-3037	254	2	i	i	PRON
epaa-3037	254	3	discuss	discuss	VERB
epaa-3037	254	4	these	these	DET
epaa-3037	254	5	two	two	NUM
epaa-3037	254	6	challenges	challenge	NOUN
epaa-3037	254	7	that	that	PRON
epaa-3037	254	8	may	may	AUX
epaa-3037	254	9	deter	deter	VERB
epaa-3037	254	10	using	use	VERB
epaa-3037	254	11	big	big	ADJ
epaa-3037	254	12	data	datum	NOUN
epaa-3037	254	13	in	in	ADP
epaa-3037	254	14	education	education	NOUN
epaa-3037	254	15	policy	policy	NOUN
epaa-3037	254	16	research	research	NOUN
epaa-3037	254	17	.	.	PUNCT
epaa-3037	255	1	more	more	ADV
epaa-3037	255	2	importantly	importantly	ADV
epaa-3037	255	3	,	,	PUNCT
epaa-3037	255	4	i	i	PRON
epaa-3037	255	5	encourage	encourage	VERB
epaa-3037	255	6	future	future	ADJ
epaa-3037	255	7	researchers	researcher	NOUN
epaa-3037	255	8	to	to	PART
epaa-3037	255	9	offer	offer	VERB
epaa-3037	255	10	viable	viable	ADJ
epaa-3037	255	11	strategies	strategy	NOUN
epaa-3037	255	12	to	to	PART
epaa-3037	255	13	unleash	unleash	VERB
epaa-3037	255	14	the	the	DET
epaa-3037	255	15	potential	potential	ADJ
epaa-3037	255	16	big	big	ADJ
epaa-3037	255	17	data	datum	NOUN
epaa-3037	255	18	in	in	ADP
epaa-3037	255	19	education	education	NOUN
epaa-3037	255	20	policy	policy	NOUN
epaa-3037	255	21	research	research	NOUN
epaa-3037	255	22	.	.	PUNCT
epaa-3037	256	1	developing	develop	VERB
epaa-3037	256	2	interdisciplinary	interdisciplinary	ADJ
epaa-3037	256	3	research	research	NOUN
epaa-3037	256	4	capacity	capacity	NOUN
epaa-3037	256	5	the	the	DET
epaa-3037	256	6	first	first	ADJ
epaa-3037	256	7	challenge	challenge	NOUN
epaa-3037	256	8	we	we	PRON
epaa-3037	256	9	face	face	VERB
epaa-3037	256	10	is	be	AUX
epaa-3037	256	11	the	the	DET
epaa-3037	256	12	deficiency	deficiency	NOUN
epaa-3037	256	13	of	of	ADP
epaa-3037	256	14	education	education	NOUN
epaa-3037	256	15	policy	policy	NOUN
epaa-3037	256	16	researchers	researcher	NOUN
epaa-3037	256	17	who	who	PRON
epaa-3037	256	18	are	be	AUX
epaa-3037	256	19	well	well	ADV
epaa-3037	256	20	versed	versed	ADJ
epaa-3037	256	21	in	in	ADP
epaa-3037	256	22	the	the	DET
epaa-3037	256	23	fields	field	NOUN
epaa-3037	256	24	of	of	ADP
epaa-3037	256	25	both	both	DET
epaa-3037	256	26	education	education	NOUN
epaa-3037	256	27	policy	policy	NOUN
epaa-3037	256	28	and	and	CCONJ
epaa-3037	256	29	computer	computer	NOUN
epaa-3037	256	30	science	science	NOUN
epaa-3037	256	31	.	.	PUNCT
epaa-3037	257	1	in	in	ADP
epaa-3037	257	2	its	its	PRON
epaa-3037	257	3	essence	essence	NOUN
epaa-3037	257	4	,	,	PUNCT
epaa-3037	257	5	using	use	VERB
epaa-3037	257	6	big	big	ADJ
epaa-3037	257	7	data	datum	NOUN
epaa-3037	257	8	in	in	ADP
epaa-3037	257	9	education	education	NOUN
epaa-3037	257	10	policy	policy	NOUN
epaa-3037	257	11	research	research	NOUN
epaa-3037	257	12	entails	entail	VERB
epaa-3037	257	13	interdisciplinary	interdisciplinary	ADJ
epaa-3037	257	14	efforts	effort	NOUN
epaa-3037	257	15	,	,	PUNCT
epaa-3037	257	16	in	in	ADP
epaa-3037	257	17	which	which	PRON
epaa-3037	257	18	the	the	DET
epaa-3037	257	19	knowledge	knowledge	NOUN
epaa-3037	257	20	in	in	ADP
epaa-3037	257	21	education	education	NOUN
epaa-3037	257	22	policy	policy	NOUN
epaa-3037	257	23	provides	provide	VERB
epaa-3037	257	24	vital	vital	ADJ
epaa-3037	257	25	theoretical	theoretical	ADJ
epaa-3037	257	26	underpinnings	underpinning	NOUN
epaa-3037	257	27	that	that	PRON
epaa-3037	257	28	frame	frame	VERB
epaa-3037	257	29	the	the	DET
epaa-3037	257	30	studies	study	NOUN
epaa-3037	257	31	,	,	PUNCT
epaa-3037	257	32	and	and	CCONJ
epaa-3037	257	33	the	the	DET
epaa-3037	257	34	expertise	expertise	NOUN
epaa-3037	257	35	in	in	ADP
epaa-3037	257	36	computer	computer	NOUN
epaa-3037	257	37	science	science	NOUN
epaa-3037	257	38	enables	enable	VERB
epaa-3037	257	39	the	the	DET
epaa-3037	257	40	algorithmic	algorithmic	ADJ
epaa-3037	257	41	approaches	approach	NOUN
epaa-3037	257	42	to	to	ADP
epaa-3037	257	43	data	datum	NOUN
epaa-3037	257	44	acquisition	acquisition	NOUN
epaa-3037	257	45	,	,	PUNCT
epaa-3037	257	46	mining	mining	NOUN
epaa-3037	257	47	,	,	PUNCT
epaa-3037	257	48	and	and	CCONJ
epaa-3037	257	49	analysis	analysis	NOUN
epaa-3037	257	50	to	to	PART
epaa-3037	257	51	scale	scale	VERB
epaa-3037	257	52	up	up	ADP
epaa-3037	257	53	analytical	analytical	ADJ
epaa-3037	257	54	capacity	capacity	NOUN
epaa-3037	257	55	.	.	PUNCT
epaa-3037	258	1	unfortunately	unfortunately	ADV
epaa-3037	258	2	,	,	PUNCT
epaa-3037	258	3	education	education	NOUN
epaa-3037	258	4	policy	policy	NOUN
epaa-3037	258	5	researchers	researcher	NOUN
epaa-3037	258	6	are	be	AUX
epaa-3037	258	7	often	often	ADV
epaa-3037	258	8	inadequately	inadequately	ADV
epaa-3037	258	9	trained	train	VERB
epaa-3037	258	10	in	in	ADP
epaa-3037	258	11	computer	computer	NOUN
epaa-3037	258	12	science	science	NOUN
epaa-3037	258	13	.	.	PUNCT
epaa-3037	259	1	to	to	PART
epaa-3037	259	2	surmount	surmount	VERB
epaa-3037	259	3	this	this	DET
epaa-3037	259	4	challenge	challenge	NOUN
epaa-3037	259	5	,	,	PUNCT
epaa-3037	259	6	i	i	PRON
epaa-3037	259	7	propose	propose	VERB
epaa-3037	259	8	two	two	NUM
epaa-3037	259	9	viable	viable	ADJ
epaa-3037	259	10	solutions	solution	NOUN
epaa-3037	259	11	to	to	PART
epaa-3037	259	12	build	build	VERB
epaa-3037	259	13	and	and	CCONJ
epaa-3037	259	14	maximize	maximize	VERB
epaa-3037	259	15	the	the	DET
epaa-3037	259	16	research	research	NOUN
epaa-3037	259	17	capacity	capacity	NOUN
epaa-3037	259	18	in	in	ADP
epaa-3037	259	19	using	use	VERB
epaa-3037	259	20	big	big	ADJ
epaa-3037	259	21	data	datum	NOUN
epaa-3037	259	22	in	in	ADP
epaa-3037	259	23	education	education	NOUN
epaa-3037	259	24	policy	policy	NOUN
epaa-3037	259	25	research	research	NOUN
epaa-3037	259	26	.	.	PUNCT
epaa-3037	260	1	the	the	DET
epaa-3037	260	2	first	first	ADJ
epaa-3037	260	3	solution	solution	NOUN
epaa-3037	260	4	is	be	AUX
epaa-3037	260	5	to	to	PART
epaa-3037	260	6	develop	develop	VERB
epaa-3037	260	7	interdisciplinary	interdisciplinary	ADJ
epaa-3037	260	8	research	research	NOUN
epaa-3037	260	9	teams	team	NOUN
epaa-3037	260	10	.	.	PUNCT
epaa-3037	261	1	stepping	step	VERB
epaa-3037	261	2	out	out	ADP
epaa-3037	261	3	the	the	DET
epaa-3037	261	4	silos	silo	NOUN
epaa-3037	261	5	in	in	ADP
epaa-3037	261	6	individual	individual	ADJ
epaa-3037	261	7	researcher	researcher	NOUN
epaa-3037	261	8	’s	’s	PART
epaa-3037	261	9	disciplinary	disciplinary	ADJ
epaa-3037	261	10	boundary	boundary	NOUN
epaa-3037	261	11	,	,	PUNCT
epaa-3037	261	12	the	the	DET
epaa-3037	261	13	researchers	researcher	NOUN
epaa-3037	261	14	in	in	ADP
epaa-3037	261	15	different	different	ADJ
epaa-3037	261	16	fields	field	NOUN
epaa-3037	261	17	—	—	PUNCT
epaa-3037	261	18	such	such	ADJ
epaa-3037	261	19	as	as	ADP
epaa-3037	261	20	education	education	NOUN
epaa-3037	261	21	policy	policy	NOUN
epaa-3037	261	22	,	,	PUNCT
epaa-3037	261	23	computer	computer	NOUN
epaa-3037	261	24	science	science	NOUN
epaa-3037	261	25	,	,	PUNCT
epaa-3037	261	26	and	and	CCONJ
epaa-3037	261	27	data	datum	NOUN
epaa-3037	261	28	science	science	NOUN
epaa-3037	261	29	—	—	PUNCT
epaa-3037	261	30	collaborate	collaborate	VERB
epaa-3037	261	31	and	and	CCONJ
epaa-3037	261	32	marshal	marshal	VERB
epaa-3037	261	33	the	the	DET
epaa-3037	261	34	intellectual	intellectual	ADJ
epaa-3037	261	35	capital	capital	NOUN
epaa-3037	261	36	on	on	ADP
epaa-3037	261	37	data	datum	NOUN
epaa-3037	261	38	acquisition	acquisition	NOUN
epaa-3037	261	39	and	and	CCONJ
epaa-3037	261	40	analysis	analysis	NOUN
epaa-3037	261	41	,	,	PUNCT
epaa-3037	261	42	as	as	ADV
epaa-3037	261	43	well	well	ADV
epaa-3037	261	44	as	as	ADP
epaa-3037	261	45	interpreting	interpret	VERB
epaa-3037	261	46	data	datum	NOUN
epaa-3037	261	47	in	in	ADP
epaa-3037	261	48	rich	rich	ADJ
epaa-3037	261	49	social	social	ADJ
epaa-3037	261	50	contexts	contexts	NOUN
epaa-3037	261	51	.	.	PUNCT
epaa-3037	262	1	another	another	DET
epaa-3037	262	2	solution	solution	NOUN
epaa-3037	262	3	to	to	ADP
epaa-3037	262	4	the	the	DET
epaa-3037	262	5	deficiency	deficiency	NOUN
epaa-3037	262	6	of	of	ADP
epaa-3037	262	7	interdisciplinary	interdisciplinary	ADJ
epaa-3037	262	8	research	research	NOUN
epaa-3037	262	9	capacity	capacity	NOUN
epaa-3037	262	10	is	be	AUX
epaa-3037	262	11	to	to	PART
epaa-3037	262	12	build	build	VERB
epaa-3037	262	13	a	a	DET
epaa-3037	262	14	pipeline	pipeline	NOUN
epaa-3037	262	15	of	of	ADP
epaa-3037	262	16	ambidextrous	ambidextrous	ADJ
epaa-3037	262	17	researchers	researcher	NOUN
epaa-3037	262	18	who	who	PRON
epaa-3037	262	19	are	be	AUX
epaa-3037	262	20	deft	deft	ADJ
epaa-3037	262	21	in	in	ADP
epaa-3037	262	22	both	both	CCONJ
epaa-3037	262	23	education	education	NOUN
epaa-3037	262	24	policy	policy	NOUN
epaa-3037	262	25	research	research	NOUN
epaa-3037	262	26	and	and	CCONJ
epaa-3037	262	27	computer	computer	NOUN
epaa-3037	262	28	science	science	NOUN
epaa-3037	262	29	.	.	PUNCT
epaa-3037	263	1	in	in	ADP
epaa-3037	263	2	fact	fact	NOUN
epaa-3037	263	3	,	,	PUNCT
epaa-3037	263	4	government	government	NOUN
epaa-3037	263	5	agencies	agency	NOUN
epaa-3037	263	6	have	have	AUX
epaa-3037	263	7	already	already	ADV
epaa-3037	263	8	taken	take	VERB
epaa-3037	263	9	the	the	DET
epaa-3037	263	10	initiatives	initiative	NOUN
epaa-3037	263	11	to	to	PART
epaa-3037	263	12	train	train	VERB
epaa-3037	263	13	aspiring	aspire	VERB
epaa-3037	263	14	socially	socially	ADV
epaa-3037	263	15	-	-	PUNCT
epaa-3037	263	16	minded	minded	ADJ
epaa-3037	263	17	computer	computer	NOUN
epaa-3037	263	18	scientists	scientist	NOUN
epaa-3037	263	19	and	and	CCONJ
epaa-3037	263	20	computationally	computationally	ADV
epaa-3037	263	21	-	-	PUNCT
epaa-3037	263	22	minded	minded	ADJ
epaa-3037	263	23	social	social	ADJ
epaa-3037	263	24	scientists	scientist	NOUN
epaa-3037	263	25	.	.	PUNCT
epaa-3037	264	1	for	for	ADP
epaa-3037	264	2	instance	instance	NOUN
epaa-3037	264	3	,	,	PUNCT
epaa-3037	264	4	national	national	PROPN
epaa-3037	264	5	science	science	PROPN
epaa-3037	264	6	foundation	foundation	PROPN
epaa-3037	264	7	has	have	AUX
epaa-3037	264	8	been	be	AUX
epaa-3037	264	9	funding	fund	VERB
epaa-3037	264	10	the	the	DET
epaa-3037	264	11	initiatives	initiative	NOUN
epaa-3037	264	12	to	to	PART
epaa-3037	264	13	train	train	VERB
epaa-3037	264	14	interdisciplinary	interdisciplinary	ADJ
epaa-3037	264	15	big	big	ADJ
epaa-3037	264	16	data	datum	NOUN
epaa-3037	264	17	researchers	researcher	NOUN
epaa-3037	264	18	(	(	PUNCT
epaa-3037	264	19	nsf	nsf	NOUN
epaa-3037	264	20	,	,	PUNCT
epaa-3037	264	21	2012	2012	NUM
epaa-3037	264	22	)	)	PUNCT
epaa-3037	264	23	.	.	PUNCT
epaa-3037	265	1	moreover	moreover	ADV
epaa-3037	265	2	,	,	PUNCT
epaa-3037	265	3	many	many	ADJ
epaa-3037	265	4	universities	university	NOUN
epaa-3037	265	5	have	have	AUX
epaa-3037	265	6	begun	begin	VERB
epaa-3037	265	7	building	build	VERB
epaa-3037	265	8	interdisciplinary	interdisciplinary	ADJ
epaa-3037	265	9	programs	program	NOUN
epaa-3037	265	10	that	that	PRON
epaa-3037	265	11	bring	bring	VERB
epaa-3037	265	12	together	together	ADV
epaa-3037	265	13	social	social	ADJ
epaa-3037	265	14	science	science	NOUN
epaa-3037	265	15	,	,	PUNCT
epaa-3037	265	16	computer	computer	NOUN
epaa-3037	265	17	science	science	NOUN
epaa-3037	265	18	,	,	PUNCT
epaa-3037	265	19	statistics	statistic	NOUN
epaa-3037	265	20	,	,	PUNCT
epaa-3037	265	21	and	and	CCONJ
epaa-3037	265	22	data	datum	NOUN
epaa-3037	265	23	visualization	visualization	NOUN
epaa-3037	265	24	(	(	PUNCT
epaa-3037	265	25	wallach	wallach	PROPN
epaa-3037	265	26	,	,	PUNCT
epaa-3037	265	27	2015	2015	NUM
epaa-3037	265	28	)	)	PUNCT
epaa-3037	265	29	.	.	PUNCT
epaa-3037	266	1	it	it	PRON
epaa-3037	266	2	is	be	AUX
epaa-3037	266	3	thus	thus	ADV
epaa-3037	266	4	recommended	recommend	VERB
epaa-3037	266	5	that	that	SCONJ
epaa-3037	266	6	future	future	ADJ
epaa-3037	266	7	education	education	NOUN
epaa-3037	266	8	policy	policy	NOUN
epaa-3037	266	9	researchers	researcher	NOUN
epaa-3037	266	10	participate	participate	VERB
epaa-3037	266	11	in	in	ADP
epaa-3037	266	12	such	such	ADJ
epaa-3037	266	13	interdisciplinary	interdisciplinary	ADJ
epaa-3037	266	14	training	training	NOUN
epaa-3037	266	15	programs	program	NOUN
epaa-3037	266	16	so	so	SCONJ
epaa-3037	266	17	that	that	SCONJ
epaa-3037	266	18	they	they	PRON
epaa-3037	266	19	will	will	AUX
epaa-3037	266	20	be	be	AUX
epaa-3037	266	21	well	well	ADV
epaa-3037	266	22	equipped	equip	VERB
epaa-3037	266	23	to	to	PART
epaa-3037	266	24	apply	apply	VERB
epaa-3037	266	25	computational	computational	ADJ
epaa-3037	266	26	social	social	ADJ
epaa-3037	266	27	science	science	NOUN
epaa-3037	266	28	to	to	ADP
epaa-3037	266	29	education	education	NOUN
epaa-3037	266	30	policy	policy	NOUN
epaa-3037	266	31	research	research	NOUN
epaa-3037	266	32	.	.	PUNCT
epaa-3037	267	1	addressing	address	VERB
epaa-3037	267	2	privacy	privacy	NOUN
epaa-3037	267	3	concerns	concern	NOUN
epaa-3037	267	4	and	and	CCONJ
epaa-3037	267	5	ethical	ethical	ADJ
epaa-3037	267	6	conundrums	conundrum	NOUN
epaa-3037	267	7	in	in	ADP
epaa-3037	267	8	a	a	DET
epaa-3037	267	9	data	data	NOUN
epaa-3037	267	10	-	-	PUNCT
epaa-3037	267	11	rich	rich	ADJ
epaa-3037	267	12	environment	environment	NOUN
epaa-3037	267	13	,	,	PUNCT
epaa-3037	267	14	researchers	researcher	NOUN
epaa-3037	267	15	have	have	AUX
epaa-3037	267	16	been	be	AUX
epaa-3037	267	17	wrestling	wrestle	VERB
epaa-3037	267	18	with	with	ADP
epaa-3037	267	19	privacy	privacy	NOUN
epaa-3037	267	20	concerns	concern	NOUN
epaa-3037	267	21	that	that	PRON
epaa-3037	267	22	derive	derive	VERB
epaa-3037	267	23	from	from	ADP
epaa-3037	267	24	the	the	DET
epaa-3037	267	25	inherent	inherent	ADJ
epaa-3037	267	26	tension	tension	NOUN
epaa-3037	267	27	between	between	ADP
epaa-3037	267	28	data	datum	NOUN
epaa-3037	267	29	and	and	CCONJ
epaa-3037	267	30	privacy	privacy	NOUN
epaa-3037	267	31	.	.	PUNCT
epaa-3037	268	1	the	the	DET
epaa-3037	268	2	word	word	NOUN
epaa-3037	268	3	“	"	PUNCT
epaa-3037	268	4	data	datum	NOUN
epaa-3037	268	5	”	"	PUNCT
epaa-3037	268	6	is	be	AUX
epaa-3037	268	7	a	a	DET
epaa-3037	268	8	plural	plural	NOUN
epaa-3037	268	9	of	of	ADP
epaa-3037	268	10	the	the	DET
epaa-3037	268	11	latin	latin	ADJ
epaa-3037	268	12	education	education	PROPN
epaa-3037	268	13	policy	policy	NOUN
epaa-3037	268	14	research	research	NOUN
epaa-3037	268	15	in	in	ADP
epaa-3037	268	16	the	the	DET
epaa-3037	268	17	big	big	ADJ
epaa-3037	268	18	data	data	PROPN
epaa-3037	268	19	era	era	NOUN
epaa-3037	268	20	13	13	NUM
epaa-3037	268	21	word	word	NOUN
epaa-3037	268	22	“	"	PUNCT
epaa-3037	268	23	datum	datum	PROPN
epaa-3037	268	24	”	"	PUNCT
epaa-3037	268	25	which	which	PRON
epaa-3037	268	26	means	mean	VERB
epaa-3037	268	27	“	"	PUNCT
epaa-3037	268	28	something	something	PRON
epaa-3037	268	29	given	give	VERB
epaa-3037	268	30	”	"	PUNCT
epaa-3037	268	31	,	,	PUNCT
epaa-3037	268	32	whereas	whereas	SCONJ
epaa-3037	268	33	privacy	privacy	NOUN
epaa-3037	268	34	refers	refer	VERB
epaa-3037	268	35	to	to	ADP
epaa-3037	268	36	“	"	PUNCT
epaa-3037	268	37	the	the	DET
epaa-3037	268	38	ability	ability	NOUN
epaa-3037	268	39	to	to	PART
epaa-3037	268	40	control	control	VERB
epaa-3037	268	41	the	the	DET
epaa-3037	268	42	dissemination	dissemination	NOUN
epaa-3037	268	43	and	and	CCONJ
epaa-3037	268	44	use	use	NOUN
epaa-3037	268	45	of	of	ADP
epaa-3037	268	46	one	one	NUM
epaa-3037	268	47	’s	’s	PART
epaa-3037	268	48	information	information	NOUN
epaa-3037	268	49	”	"	PUNCT
epaa-3037	268	50	(	(	PUNCT
epaa-3037	268	51	wright	wright	PROPN
epaa-3037	268	52	et	et	PROPN
epaa-3037	268	53	al	al	PROPN
epaa-3037	268	54	.	.	PROPN
epaa-3037	268	55	,	,	PUNCT
epaa-3037	268	56	2003	2003	NUM
epaa-3037	268	57	,	,	PUNCT
epaa-3037	268	58	p.	p.	NOUN
epaa-3037	268	59	148	148	NUM
epaa-3037	268	60	)	)	PUNCT
epaa-3037	268	61	.	.	PUNCT
epaa-3037	269	1	as	as	ADP
epaa-3037	269	2	a	a	DET
epaa-3037	269	3	result	result	NOUN
epaa-3037	269	4	,	,	PUNCT
epaa-3037	269	5	big	big	ADJ
epaa-3037	269	6	data	datum	NOUN
epaa-3037	269	7	and	and	CCONJ
epaa-3037	269	8	privacy	privacy	NOUN
epaa-3037	269	9	have	have	VERB
epaa-3037	269	10	inherently	inherently	ADV
epaa-3037	269	11	contradictory	contradictory	ADJ
epaa-3037	269	12	goals	goal	NOUN
epaa-3037	269	13	(	(	PUNCT
epaa-3037	269	14	o'leary	o'leary	PROPN
epaa-3037	269	15	,	,	PUNCT
epaa-3037	269	16	2015	2015	NUM
epaa-3037	269	17	)	)	PUNCT
epaa-3037	269	18	.	.	PUNCT
epaa-3037	270	1	with	with	ADP
epaa-3037	270	2	internet	internet	NOUN
epaa-3037	270	3	-	-	PUNCT
epaa-3037	270	4	connected	connect	VERB
epaa-3037	270	5	digital	digital	ADJ
epaa-3037	270	6	devices	device	NOUN
epaa-3037	270	7	at	at	ADP
epaa-3037	270	8	disposal	disposal	NOUN
epaa-3037	270	9	,	,	PUNCT
epaa-3037	270	10	people	people	NOUN
epaa-3037	270	11	might	might	AUX
epaa-3037	270	12	trade	trade	VERB
epaa-3037	270	13	privacy	privacy	NOUN
epaa-3037	270	14	for	for	ADP
epaa-3037	270	15	convenience	convenience	NOUN
epaa-3037	270	16	.	.	PUNCT
epaa-3037	271	1	we	we	PRON
epaa-3037	271	2	disclose	disclose	VERB
epaa-3037	271	3	our	our	PRON
epaa-3037	271	4	whereabouts	whereabouts	NOUN
epaa-3037	271	5	when	when	SCONJ
epaa-3037	271	6	we	we	PRON
epaa-3037	271	7	hail	hail	VERB
epaa-3037	271	8	a	a	DET
epaa-3037	271	9	ride	ride	NOUN
epaa-3037	271	10	with	with	ADP
epaa-3037	271	11	uber	uber	NOUN
epaa-3037	271	12	or	or	CCONJ
epaa-3037	271	13	use	use	VERB
epaa-3037	271	14	google	google	NOUN
epaa-3037	271	15	map	map	NOUN
epaa-3037	271	16	to	to	PART
epaa-3037	271	17	get	get	VERB
epaa-3037	271	18	to	to	ADP
epaa-3037	271	19	our	our	PRON
epaa-3037	271	20	destination	destination	NOUN
epaa-3037	271	21	.	.	PUNCT
epaa-3037	272	1	we	we	PRON
epaa-3037	272	2	share	share	VERB
epaa-3037	272	3	a	a	DET
epaa-3037	272	4	part	part	NOUN
epaa-3037	272	5	of	of	ADP
epaa-3037	272	6	our	our	PRON
epaa-3037	272	7	life	life	NOUN
epaa-3037	272	8	when	when	SCONJ
epaa-3037	272	9	we	we	PRON
epaa-3037	272	10	use	use	VERB
epaa-3037	272	11	facebook	facebook	NOUN
epaa-3037	272	12	to	to	PART
epaa-3037	272	13	stay	stay	VERB
epaa-3037	272	14	in	in	ADP
epaa-3037	272	15	touch	touch	NOUN
epaa-3037	272	16	with	with	ADP
epaa-3037	272	17	families	family	NOUN
epaa-3037	272	18	and	and	CCONJ
epaa-3037	272	19	friends	friend	NOUN
epaa-3037	272	20	.	.	PUNCT
epaa-3037	273	1	further	far	ADV
epaa-3037	273	2	complicating	complicate	VERB
epaa-3037	273	3	the	the	DET
epaa-3037	273	4	privacy	privacy	NOUN
epaa-3037	273	5	issue	issue	NOUN
epaa-3037	273	6	is	be	AUX
epaa-3037	273	7	that	that	SCONJ
epaa-3037	273	8	once	once	SCONJ
epaa-3037	273	9	we	we	PRON
epaa-3037	273	10	share	share	VERB
epaa-3037	273	11	something	something	PRON
epaa-3037	273	12	online	online	ADV
epaa-3037	273	13	,	,	PUNCT
epaa-3037	273	14	either	either	CCONJ
epaa-3037	273	15	a	a	DET
epaa-3037	273	16	picture	picture	NOUN
epaa-3037	273	17	or	or	CCONJ
epaa-3037	273	18	a	a	DET
epaa-3037	273	19	comment	comment	NOUN
epaa-3037	273	20	,	,	PUNCT
epaa-3037	273	21	that	that	SCONJ
epaa-3037	273	22	“	"	PUNCT
epaa-3037	273	23	something	something	PRON
epaa-3037	273	24	”	"	PUNCT
epaa-3037	273	25	then	then	ADV
epaa-3037	273	26	has	have	VERB
epaa-3037	273	27	a	a	DET
epaa-3037	273	28	life	life	NOUN
epaa-3037	273	29	of	of	ADP
epaa-3037	273	30	its	its	PRON
epaa-3037	273	31	own	own	ADJ
epaa-3037	273	32	on	on	ADP
epaa-3037	273	33	the	the	DET
epaa-3037	273	34	internet	internet	NOUN
epaa-3037	273	35	.	.	PUNCT
epaa-3037	274	1	that	that	PRON
epaa-3037	274	2	is	be	AUX
epaa-3037	274	3	,	,	PUNCT
epaa-3037	274	4	we	we	PRON
epaa-3037	274	5	no	no	ADV
epaa-3037	274	6	longer	long	ADV
epaa-3037	274	7	have	have	VERB
epaa-3037	274	8	much	much	ADJ
epaa-3037	274	9	control	control	NOUN
epaa-3037	274	10	over	over	ADP
epaa-3037	274	11	how	how	SCONJ
epaa-3037	274	12	the	the	DET
epaa-3037	274	13	data	datum	NOUN
epaa-3037	274	14	about	about	ADP
epaa-3037	274	15	us	we	PRON
epaa-3037	274	16	are	be	AUX
epaa-3037	274	17	disseminated	disseminate	VERB
epaa-3037	274	18	.	.	PUNCT
epaa-3037	275	1	in	in	ADP
epaa-3037	275	2	this	this	DET
epaa-3037	275	3	digitally	digitally	ADV
epaa-3037	275	4	hyper	hyper	ADV
epaa-3037	275	5	-	-	ADJ
epaa-3037	275	6	connected	connected	ADJ
epaa-3037	275	7	world	world	NOUN
epaa-3037	275	8	,	,	PUNCT
epaa-3037	275	9	everything	everything	PRON
epaa-3037	275	10	about	about	ADP
epaa-3037	275	11	our	our	PRON
epaa-3037	275	12	online	online	ADJ
epaa-3037	275	13	activities	activity	NOUN
epaa-3037	275	14	,	,	PUNCT
epaa-3037	275	15	as	as	SCONJ
epaa-3037	275	16	boyd	boyd	PROPN
epaa-3037	275	17	(	(	PUNCT
epaa-3037	275	18	2010	2010	NUM
epaa-3037	275	19	)	)	PUNCT
epaa-3037	275	20	aptly	aptly	ADV
epaa-3037	275	21	put	put	VERB
epaa-3037	275	22	it	it	PRON
epaa-3037	275	23	,	,	PUNCT
epaa-3037	275	24	is	be	AUX
epaa-3037	275	25	“	"	PUNCT
epaa-3037	275	26	public	public	ADJ
epaa-3037	275	27	by	by	ADP
epaa-3037	275	28	default	default	NOUN
epaa-3037	275	29	,	,	PUNCT
epaa-3037	275	30	private	private	ADJ
epaa-3037	275	31	when	when	SCONJ
epaa-3037	275	32	necessary	necessary	ADJ
epaa-3037	275	33	”	"	PUNCT
epaa-3037	275	34	(	(	PUNCT
epaa-3037	275	35	boyd	boyd	PROPN
epaa-3037	275	36	,	,	PUNCT
epaa-3037	275	37	2010	2010	NUM
epaa-3037	275	38	,	,	PUNCT
epaa-3037	275	39	para	para	NOUN
epaa-3037	275	40	.	.	PROPN
epaa-3037	275	41	1	1	NUM
epaa-3037	275	42	)	)	PUNCT
epaa-3037	275	43	.	.	PUNCT
epaa-3037	276	1	still	still	ADV
epaa-3037	276	2	,	,	PUNCT
epaa-3037	276	3	for	for	ADP
epaa-3037	276	4	our	our	PRON
epaa-3037	276	5	researchers	researcher	NOUN
epaa-3037	276	6	,	,	PUNCT
epaa-3037	276	7	as	as	SCONJ
epaa-3037	276	8	computerized	computerized	ADJ
epaa-3037	276	9	algorithms	algorithm	NOUN
epaa-3037	276	10	allow	allow	VERB
epaa-3037	276	11	us	we	PRON
epaa-3037	276	12	to	to	PART
epaa-3037	276	13	scale	scale	VERB
epaa-3037	276	14	up	up	ADP
epaa-3037	276	15	data	datum	NOUN
epaa-3037	276	16	collection	collection	NOUN
epaa-3037	276	17	and	and	CCONJ
epaa-3037	276	18	analysis	analysis	NOUN
epaa-3037	276	19	through	through	ADP
epaa-3037	276	20	an	an	DET
epaa-3037	276	21	automated	automate	VERB
epaa-3037	276	22	process	process	NOUN
epaa-3037	276	23	,	,	PUNCT
epaa-3037	276	24	we	we	PRON
epaa-3037	276	25	are	be	AUX
epaa-3037	276	26	now	now	ADV
epaa-3037	276	27	presented	present	VERB
epaa-3037	276	28	with	with	ADP
epaa-3037	276	29	the	the	DET
epaa-3037	276	30	mounting	mount	VERB
epaa-3037	276	31	challenges	challenge	NOUN
epaa-3037	276	32	on	on	ADP
epaa-3037	276	33	how	how	SCONJ
epaa-3037	276	34	to	to	PART
epaa-3037	276	35	strike	strike	VERB
epaa-3037	276	36	a	a	DET
epaa-3037	276	37	balance	balance	NOUN
epaa-3037	276	38	between	between	ADP
epaa-3037	276	39	strengthening	strengthen	VERB
epaa-3037	276	40	the	the	DET
epaa-3037	276	41	oversight	oversight	NOUN
epaa-3037	276	42	of	of	ADP
epaa-3037	276	43	data	datum	NOUN
epaa-3037	276	44	access	access	NOUN
epaa-3037	276	45	and	and	CCONJ
epaa-3037	276	46	advancing	advance	VERB
epaa-3037	276	47	scientific	scientific	ADJ
epaa-3037	276	48	discoveries	discovery	NOUN
epaa-3037	276	49	.	.	PUNCT
epaa-3037	277	1	further	far	ADV
epaa-3037	277	2	,	,	PUNCT
epaa-3037	277	3	ethical	ethical	ADJ
epaa-3037	277	4	conundrums	conundrum	NOUN
epaa-3037	277	5	loom	loom	VERB
epaa-3037	277	6	large	large	ADJ
epaa-3037	277	7	as	as	SCONJ
epaa-3037	277	8	we	we	PRON
epaa-3037	277	9	capitalize	capitalize	VERB
epaa-3037	277	10	on	on	ADP
epaa-3037	277	11	big	big	ADJ
epaa-3037	277	12	data	datum	NOUN
epaa-3037	277	13	in	in	ADP
epaa-3037	277	14	education	education	NOUN
epaa-3037	277	15	policy	policy	NOUN
epaa-3037	277	16	research	research	NOUN
epaa-3037	277	17	.	.	PUNCT
epaa-3037	278	1	first	first	ADV
epaa-3037	278	2	,	,	PUNCT
epaa-3037	278	3	readily	readily	ADV
epaa-3037	278	4	access	access	NOUN
epaa-3037	278	5	to	to	ADP
epaa-3037	278	6	data	datum	NOUN
epaa-3037	278	7	does	do	AUX
epaa-3037	278	8	not	not	PART
epaa-3037	278	9	necessarily	necessarily	ADV
epaa-3037	278	10	mean	mean	VERB
epaa-3037	278	11	that	that	SCONJ
epaa-3037	278	12	the	the	DET
epaa-3037	278	13	data	datum	NOUN
epaa-3037	278	14	are	be	AUX
epaa-3037	278	15	meant	mean	VERB
epaa-3037	278	16	to	to	PART
epaa-3037	278	17	be	be	AUX
epaa-3037	278	18	consumed	consume	VERB
epaa-3037	278	19	by	by	ADP
epaa-3037	278	20	anyone	anyone	PRON
epaa-3037	278	21	(	(	PUNCT
epaa-3037	278	22	boyd	boyd	PROPN
epaa-3037	278	23	,	,	PUNCT
epaa-3037	278	24	2012	2012	NUM
epaa-3037	278	25	)	)	PUNCT
epaa-3037	278	26	.	.	PUNCT
epaa-3037	279	1	rather	rather	ADV
epaa-3037	279	2	,	,	PUNCT
epaa-3037	279	3	the	the	DET
epaa-3037	279	4	easy	easy	ADJ
epaa-3037	279	5	access	access	NOUN
epaa-3037	279	6	to	to	ADP
epaa-3037	279	7	big	big	ADJ
epaa-3037	279	8	data	datum	NOUN
epaa-3037	279	9	highlights	highlight	NOUN
epaa-3037	279	10	the	the	DET
epaa-3037	279	11	need	need	NOUN
epaa-3037	279	12	for	for	ADP
epaa-3037	279	13	greater	great	ADJ
epaa-3037	279	14	oversight	oversight	NOUN
epaa-3037	279	15	to	to	PART
epaa-3037	279	16	deter	deter	VERB
epaa-3037	279	17	prying	pry	VERB
epaa-3037	279	18	eyes	eye	NOUN
epaa-3037	279	19	on	on	ADP
epaa-3037	279	20	personal	personal	ADJ
epaa-3037	279	21	data	datum	NOUN
epaa-3037	279	22	and	and	CCONJ
epaa-3037	279	23	prevent	prevent	VERB
epaa-3037	279	24	the	the	DET
epaa-3037	279	25	potential	potential	ADJ
epaa-3037	279	26	abuse	abuse	NOUN
epaa-3037	279	27	of	of	ADP
epaa-3037	279	28	massive	massive	ADJ
epaa-3037	279	29	datasets	dataset	NOUN
epaa-3037	279	30	.	.	PUNCT
epaa-3037	280	1	a	a	DET
epaa-3037	280	2	recent	recent	ADJ
epaa-3037	280	3	controversial	controversial	ADJ
epaa-3037	280	4	study	study	NOUN
epaa-3037	280	5	was	be	AUX
epaa-3037	280	6	about	about	ADP
epaa-3037	280	7	the	the	DET
epaa-3037	280	8	massive	massive	ADJ
epaa-3037	280	9	-	-	PUNCT
epaa-3037	280	10	scale	scale	NOUN
epaa-3037	280	11	experiment	experiment	NOUN
epaa-3037	280	12	(	(	PUNCT
epaa-3037	280	13	n	n	NOUN
epaa-3037	280	14	=	=	NUM
epaa-3037	280	15	689,003	689,003	NUM
epaa-3037	280	16	)	)	PUNCT
epaa-3037	280	17	on	on	ADP
epaa-3037	280	18	emotional	emotional	ADJ
epaa-3037	280	19	contagion	contagion	NOUN
epaa-3037	280	20	on	on	ADP
epaa-3037	280	21	facebook	facebook	PROPN
epaa-3037	280	22	(	(	PUNCT
epaa-3037	280	23	kramer	kramer	PROPN
epaa-3037	280	24	et	et	PROPN
epaa-3037	280	25	al	al	PROPN
epaa-3037	280	26	.	.	PROPN
epaa-3037	280	27	,	,	PUNCT
epaa-3037	280	28	2014	2014	NUM
epaa-3037	280	29	)	)	PUNCT
epaa-3037	280	30	.	.	PUNCT
epaa-3037	281	1	to	to	PART
epaa-3037	281	2	test	test	VERB
epaa-3037	281	3	whether	whether	SCONJ
epaa-3037	281	4	emotions	emotion	NOUN
epaa-3037	281	5	were	be	AUX
epaa-3037	281	6	contagious	contagious	ADJ
epaa-3037	281	7	through	through	ADP
epaa-3037	281	8	facebook	facebook	PROPN
epaa-3037	281	9	’s	’s	PART
epaa-3037	281	10	social	social	ADJ
epaa-3037	281	11	networks	network	NOUN
epaa-3037	281	12	without	without	ADP
epaa-3037	281	13	face	face	NOUN
epaa-3037	281	14	-	-	PUNCT
epaa-3037	281	15	to	to	ADP
epaa-3037	281	16	-	-	PUNCT
epaa-3037	281	17	face	face	NOUN
epaa-3037	281	18	communication	communication	NOUN
epaa-3037	281	19	or	or	CCONJ
epaa-3037	281	20	non	non	ADJ
epaa-3037	281	21	-	-	ADJ
epaa-3037	281	22	verbal	verbal	ADJ
epaa-3037	281	23	cues	cue	NOUN
epaa-3037	281	24	,	,	PUNCT
epaa-3037	281	25	kramer	kramer	PROPN
epaa-3037	281	26	et	et	PROPN
epaa-3037	281	27	al	al	PROPN
epaa-3037	281	28	.	.	PROPN
epaa-3037	281	29	manipulated	manipulate	VERB
epaa-3037	281	30	the	the	DET
epaa-3037	281	31	extent	extent	NOUN
epaa-3037	281	32	of	of	ADP
epaa-3037	281	33	the	the	DET
epaa-3037	281	34	emotional	emotional	ADJ
epaa-3037	281	35	content	content	NOUN
epaa-3037	281	36	of	of	ADP
epaa-3037	281	37	facebook	facebook	NOUN
epaa-3037	281	38	users	user	NOUN
epaa-3037	281	39	’	’	PART
epaa-3037	281	40	news	news	NOUN
epaa-3037	281	41	feed	feed	NOUN
epaa-3037	281	42	.	.	PUNCT
epaa-3037	282	1	kramer	kramer	PROPN
epaa-3037	282	2	et	et	PROPN
epaa-3037	282	3	al	al	PROPN
epaa-3037	282	4	.	.	PROPN
epaa-3037	282	5	stated	state	VERB
epaa-3037	282	6	that	that	SCONJ
epaa-3037	282	7	the	the	DET
epaa-3037	282	8	data	data	NOUN
epaa-3037	282	9	collection	collection	NOUN
epaa-3037	282	10	and	and	CCONJ
epaa-3037	282	11	analysis	analysis	NOUN
epaa-3037	282	12	process	process	NOUN
epaa-3037	282	13	was	be	AUX
epaa-3037	282	14	“	"	PUNCT
epaa-3037	282	15	consistent	consistent	ADJ
epaa-3037	282	16	with	with	ADP
epaa-3037	282	17	facebook	facebook	PROPN
epaa-3037	282	18	’s	’s	PART
epaa-3037	282	19	data	datum	NOUN
epaa-3037	282	20	use	use	NOUN
epaa-3037	282	21	policy	policy	NOUN
epaa-3037	282	22	,	,	PUNCT
epaa-3037	282	23	to	to	PART
epaa-3037	282	24	which	which	PRON
epaa-3037	282	25	all	all	DET
epaa-3037	282	26	users	user	NOUN
epaa-3037	282	27	agree	agree	VERB
epaa-3037	282	28	prior	prior	ADV
epaa-3037	282	29	to	to	ADP
epaa-3037	282	30	creating	create	VERB
epaa-3037	282	31	an	an	DET
epaa-3037	282	32	account	account	NOUN
epaa-3037	282	33	on	on	ADP
epaa-3037	282	34	facebook	facebook	NOUN
epaa-3037	282	35	,	,	PUNCT
epaa-3037	282	36	constituting	constitute	VERB
epaa-3037	282	37	informed	informed	ADJ
epaa-3037	282	38	consent	consent	NOUN
epaa-3037	282	39	for	for	ADP
epaa-3037	282	40	this	this	DET
epaa-3037	282	41	[	[	X
epaa-3037	282	42	kramer	kramer	PROPN
epaa-3037	282	43	et	et	PROPN
epaa-3037	282	44	al	al	PROPN
epaa-3037	282	45	.	.	PROPN
epaa-3037	282	46	’s	’s	PART
epaa-3037	282	47	]	]	PUNCT
epaa-3037	282	48	research	research	NOUN
epaa-3037	282	49	”	"	PUNCT
epaa-3037	282	50	(	(	PUNCT
epaa-3037	282	51	kramer	kramer	PROPN
epaa-3037	282	52	et	et	PROPN
epaa-3037	282	53	al	al	PROPN
epaa-3037	282	54	.	.	PROPN
epaa-3037	282	55	,	,	PUNCT
epaa-3037	282	56	2014	2014	NUM
epaa-3037	282	57	,	,	PUNCT
epaa-3037	282	58	p.	p.	NOUN
epaa-3037	282	59	8789	8789	NUM
epaa-3037	282	60	)	)	PUNCT
epaa-3037	282	61	.	.	PUNCT
epaa-3037	283	1	this	this	PRON
epaa-3037	283	2	leads	lead	VERB
epaa-3037	283	3	to	to	ADP
epaa-3037	283	4	a	a	DET
epaa-3037	283	5	critical	critical	ADJ
epaa-3037	283	6	question	question	NOUN
epaa-3037	283	7	:	:	PUNCT
epaa-3037	283	8	are	be	AUX
epaa-3037	283	9	social	social	ADJ
epaa-3037	283	10	media	medium	NOUN
epaa-3037	283	11	sites	site	NOUN
epaa-3037	283	12	’	'	PUNCT
epaa-3037	283	13	terms	term	NOUN
epaa-3037	283	14	of	of	ADP
epaa-3037	283	15	service	service	NOUN
epaa-3037	283	16	the	the	DET
epaa-3037	283	17	de	de	X
epaa-3037	283	18	facto	facto	X
epaa-3037	283	19	informed	inform	VERB
epaa-3037	283	20	consent	consent	NOUN
epaa-3037	283	21	for	for	ADP
epaa-3037	283	22	social	social	ADJ
epaa-3037	283	23	experiments	experiment	NOUN
epaa-3037	283	24	in	in	ADP
epaa-3037	283	25	the	the	DET
epaa-3037	283	26	digital	digital	ADJ
epaa-3037	283	27	age	age	NOUN
epaa-3037	283	28	?	?	PUNCT
epaa-3037	284	1	to	to	ADP
epaa-3037	284	2	date	date	NOUN
epaa-3037	284	3	,	,	PUNCT
epaa-3037	284	4	this	this	DET
epaa-3037	284	5	question	question	NOUN
epaa-3037	284	6	has	have	AUX
epaa-3037	284	7	not	not	PART
epaa-3037	284	8	received	receive	VERB
epaa-3037	284	9	an	an	DET
epaa-3037	284	10	agreed	agree	VERB
epaa-3037	284	11	-	-	PUNCT
epaa-3037	284	12	upon	upon	NOUN
epaa-3037	284	13	answer	answer	NOUN
epaa-3037	284	14	yet	yet	ADV
epaa-3037	284	15	.	.	PUNCT
epaa-3037	285	1	most	most	ADJ
epaa-3037	285	2	institutional	institutional	ADJ
epaa-3037	285	3	review	review	NOUN
epaa-3037	285	4	board	board	NOUN
epaa-3037	285	5	protocols	protocol	NOUN
epaa-3037	285	6	have	have	AUX
epaa-3037	285	7	not	not	PART
epaa-3037	285	8	provided	provide	VERB
epaa-3037	285	9	adequate	adequate	ADJ
epaa-3037	285	10	guidelines	guideline	NOUN
epaa-3037	285	11	on	on	ADP
epaa-3037	285	12	conducting	conduct	VERB
epaa-3037	285	13	large	large	ADJ
epaa-3037	285	14	-	-	PUNCT
epaa-3037	285	15	scale	scale	NOUN
epaa-3037	285	16	social	social	ADJ
epaa-3037	285	17	experiments	experiment	NOUN
epaa-3037	285	18	on	on	ADP
epaa-3037	285	19	social	social	ADJ
epaa-3037	285	20	media	medium	NOUN
epaa-3037	285	21	sites	site	NOUN
epaa-3037	285	22	.	.	PUNCT
epaa-3037	286	1	this	this	PRON
epaa-3037	286	2	is	be	AUX
epaa-3037	286	3	particularly	particularly	ADV
epaa-3037	286	4	problematic	problematic	ADJ
epaa-3037	286	5	when	when	SCONJ
epaa-3037	286	6	human	human	ADJ
epaa-3037	286	7	participants	participant	NOUN
epaa-3037	286	8	are	be	AUX
epaa-3037	286	9	not	not	PART
epaa-3037	286	10	fully	fully	ADV
epaa-3037	286	11	informed	inform	VERB
epaa-3037	286	12	and	and	CCONJ
epaa-3037	286	13	are	be	AUX
epaa-3037	286	14	not	not	PART
epaa-3037	286	15	explicitly	explicitly	ADV
epaa-3037	286	16	asked	ask	VERB
epaa-3037	286	17	for	for	ADP
epaa-3037	286	18	informed	informed	ADJ
epaa-3037	286	19	consent	consent	NOUN
epaa-3037	286	20	for	for	ADP
epaa-3037	286	21	online	online	ADJ
epaa-3037	286	22	social	social	ADJ
epaa-3037	286	23	experiment	experiment	NOUN
epaa-3037	286	24	participations	participation	NOUN
epaa-3037	286	25	.	.	PUNCT
epaa-3037	287	1	another	another	DET
epaa-3037	287	2	ethical	ethical	ADJ
epaa-3037	287	3	challenge	challenge	NOUN
epaa-3037	287	4	centers	center	NOUN
epaa-3037	287	5	on	on	ADP
epaa-3037	287	6	the	the	DET
epaa-3037	287	7	use	use	NOUN
epaa-3037	287	8	of	of	ADP
epaa-3037	287	9	social	social	ADJ
epaa-3037	287	10	bots	bot	NOUN
epaa-3037	287	11	in	in	ADP
epaa-3037	287	12	the	the	DET
epaa-3037	287	13	experiments	experiment	NOUN
epaa-3037	287	14	.	.	PUNCT
epaa-3037	288	1	social	social	ADJ
epaa-3037	288	2	bots	bot	NOUN
epaa-3037	288	3	are	be	AUX
epaa-3037	288	4	the	the	DET
epaa-3037	288	5	social	social	ADJ
epaa-3037	288	6	media	medium	NOUN
epaa-3037	288	7	accounts	account	NOUN
epaa-3037	288	8	that	that	PRON
epaa-3037	288	9	are	be	AUX
epaa-3037	288	10	operated	operate	VERB
epaa-3037	288	11	by	by	ADP
epaa-3037	288	12	algorithms	algorithm	NOUN
epaa-3037	288	13	,	,	PUNCT
epaa-3037	288	14	instead	instead	ADV
epaa-3037	288	15	of	of	ADP
epaa-3037	288	16	humans	human	NOUN
epaa-3037	288	17	,	,	PUNCT
epaa-3037	288	18	to	to	PART
epaa-3037	288	19	automate	automate	VERB
epaa-3037	288	20	the	the	DET
epaa-3037	288	21	content	content	NOUN
epaa-3037	288	22	generation	generation	NOUN
epaa-3037	288	23	and	and	CCONJ
epaa-3037	288	24	interaction	interaction	NOUN
epaa-3037	288	25	with	with	ADP
epaa-3037	288	26	other	other	ADJ
epaa-3037	288	27	human	human	ADJ
epaa-3037	288	28	users	user	NOUN
epaa-3037	288	29	on	on	ADP
epaa-3037	288	30	social	social	ADJ
epaa-3037	288	31	media	medium	NOUN
epaa-3037	288	32	(	(	PUNCT
epaa-3037	288	33	ferrara	ferrara	NOUN
epaa-3037	288	34	,	,	PUNCT
epaa-3037	288	35	varol	varol	NOUN
epaa-3037	288	36	,	,	PUNCT
epaa-3037	288	37	davis	davis	PROPN
epaa-3037	288	38	,	,	PUNCT
epaa-3037	288	39	menczer	menczer	NOUN
epaa-3037	288	40	,	,	PUNCT
epaa-3037	288	41	&	&	CCONJ
epaa-3037	288	42	flammini	flammini	PROPN
epaa-3037	288	43	,	,	PUNCT
epaa-3037	288	44	2016	2016	NUM
epaa-3037	288	45	;	;	PUNCT
epaa-3037	288	46	kollanyi	kollanyi	PROPN
epaa-3037	288	47	,	,	PUNCT
epaa-3037	288	48	howard	howard	PROPN
epaa-3037	288	49	,	,	PUNCT
epaa-3037	288	50	&	&	CCONJ
epaa-3037	288	51	wooley	wooley	PROPN
epaa-3037	288	52	,	,	PUNCT
epaa-3037	288	53	2016	2016	NUM
epaa-3037	288	54	)	)	PUNCT
epaa-3037	288	55	.	.	PUNCT
epaa-3037	289	1	recently	recently	ADV
epaa-3037	289	2	,	,	PUNCT
epaa-3037	289	3	social	social	ADJ
epaa-3037	289	4	bots	bot	NOUN
epaa-3037	289	5	have	have	AUX
epaa-3037	289	6	been	be	AUX
epaa-3037	289	7	increasingly	increasingly	ADV
epaa-3037	289	8	used	use	VERB
epaa-3037	289	9	to	to	PART
epaa-3037	289	10	contribute	contribute	VERB
epaa-3037	289	11	to	to	ADP
epaa-3037	289	12	and	and	CCONJ
epaa-3037	289	13	even	even	ADV
epaa-3037	289	14	steer	steer	VERB
epaa-3037	289	15	the	the	DET
epaa-3037	289	16	direction	direction	NOUN
epaa-3037	289	17	of	of	ADP
epaa-3037	289	18	online	online	ADJ
epaa-3037	289	19	discourse	discourse	NOUN
epaa-3037	289	20	on	on	ADP
epaa-3037	289	21	political	political	ADJ
epaa-3037	289	22	elections	election	NOUN
epaa-3037	289	23	and	and	CCONJ
epaa-3037	289	24	public	public	ADJ
epaa-3037	289	25	policy	policy	NOUN
epaa-3037	289	26	issues	issue	NOUN
epaa-3037	289	27	(	(	PUNCT
epaa-3037	289	28	bessi	bessi	NOUN
epaa-3037	289	29	&	&	CCONJ
epaa-3037	289	30	ferrara	ferrara	NOUN
epaa-3037	289	31	,	,	PUNCT
epaa-3037	289	32	2016	2016	NUM
epaa-3037	289	33	;	;	PUNCT
epaa-3037	289	34	ferrara	ferrara	NOUN
epaa-3037	289	35	et	et	PROPN
epaa-3037	289	36	al	al	PROPN
epaa-3037	289	37	.	.	PROPN
epaa-3037	289	38	,	,	PUNCT
epaa-3037	289	39	2016	2016	NUM
epaa-3037	289	40	)	)	PUNCT
epaa-3037	289	41	.	.	PUNCT
epaa-3037	290	1	a	a	DET
epaa-3037	290	2	prime	prime	ADJ
epaa-3037	290	3	example	example	NOUN
epaa-3037	290	4	is	be	AUX
epaa-3037	290	5	that	that	SCONJ
epaa-3037	290	6	the	the	DET
epaa-3037	290	7	automated	automate	VERB
epaa-3037	290	8	pro	pro	ADJ
epaa-3037	290	9	-	-	ADJ
epaa-3037	290	10	trump	trump	ADJ
epaa-3037	290	11	bots	bot	NOUN
epaa-3037	290	12	were	be	AUX
epaa-3037	290	13	used	use	VERB
epaa-3037	290	14	more	more	ADV
epaa-3037	290	15	aggressively	aggressively	ADV
epaa-3037	290	16	than	than	ADP
epaa-3037	290	17	pro	pro	ADJ
epaa-3037	290	18	-	-	ADJ
epaa-3037	290	19	clinton	clinton	ADJ
epaa-3037	290	20	bots	bot	NOUN
epaa-3037	290	21	during	during	ADP
epaa-3037	290	22	the	the	DET
epaa-3037	290	23	u.s	u.s	PROPN
epaa-3037	290	24	.	.	PROPN
epaa-3037	290	25	presidential	presidential	ADJ
epaa-3037	290	26	debates	debate	NOUN
epaa-3037	290	27	in	in	ADP
epaa-3037	290	28	2016	2016	NUM
epaa-3037	290	29	,	,	PUNCT
epaa-3037	290	30	and	and	CCONJ
epaa-3037	290	31	particularly	particularly	ADV
epaa-3037	290	32	in	in	ADP
epaa-3037	290	33	the	the	DET
epaa-3037	290	34	final	final	ADJ
epaa-3037	290	35	presidential	presidential	ADJ
epaa-3037	290	36	debate	debate	NOUN
epaa-3037	290	37	the	the	DET
epaa-3037	290	38	pro	pro	ADJ
epaa-3037	290	39	-	-	ADJ
epaa-3037	290	40	trump	trump	ADJ
epaa-3037	290	41	bots	bot	NOUN
epaa-3037	290	42	out	out	ADV
epaa-3037	290	43	-	-	PUNCT
epaa-3037	290	44	produced	produce	VERB
epaa-3037	290	45	seven	seven	NUM
epaa-3037	290	46	times	time	NOUN
epaa-3037	290	47	more	more	ADJ
epaa-3037	290	48	traffic	traffic	NOUN
epaa-3037	290	49	on	on	ADP
epaa-3037	290	50	twitter	twitter	NOUN
epaa-3037	290	51	than	than	ADP
epaa-3037	290	52	the	the	DET
epaa-3037	290	53	pro	pro	ADJ
epaa-3037	290	54	-	-	ADJ
epaa-3037	290	55	clinton	clinton	ADJ
epaa-3037	290	56	bots	bot	NOUN
epaa-3037	290	57	(	(	PUNCT
epaa-3037	290	58	kollanyi	kollanyi	PROPN
epaa-3037	290	59	,	,	PUNCT
epaa-3037	290	60	howard	howard	PROPN
epaa-3037	290	61	,	,	PUNCT
epaa-3037	290	62	&	&	CCONJ
epaa-3037	290	63	wooley	wooley	PROPN
epaa-3037	290	64	,	,	PUNCT
epaa-3037	290	65	2016	2016	NUM
epaa-3037	290	66	)	)	PUNCT
epaa-3037	290	67	.	.	PUNCT
epaa-3037	291	1	thus	thus	ADV
epaa-3037	291	2	,	,	PUNCT
epaa-3037	291	3	social	social	ADJ
epaa-3037	291	4	bots	bot	NOUN
epaa-3037	291	5	can	can	AUX
epaa-3037	291	6	potentially	potentially	ADV
epaa-3037	291	7	have	have	VERB
epaa-3037	291	8	a	a	DET
epaa-3037	291	9	bearing	bearing	NOUN
epaa-3037	291	10	on	on	ADP
epaa-3037	291	11	shaping	shaping	NOUN
epaa-3037	291	12	and	and	CCONJ
epaa-3037	291	13	even	even	ADV
epaa-3037	291	14	intentionally	intentionally	ADV
epaa-3037	291	15	manipulating	manipulate	VERB
epaa-3037	291	16	the	the	DET
epaa-3037	291	17	contours	contours	NOUN
epaa-3037	291	18	of	of	ADP
epaa-3037	291	19	online	online	ADJ
epaa-3037	291	20	discourse	discourse	NOUN
epaa-3037	291	21	,	,	PUNCT
epaa-3037	291	22	wielding	wield	VERB
epaa-3037	291	23	subtle	subtle	ADJ
epaa-3037	291	24	and	and	CCONJ
epaa-3037	291	25	even	even	ADV
epaa-3037	291	26	significant	significant	ADJ
epaa-3037	291	27	influence	influence	NOUN
epaa-3037	291	28	on	on	ADP
epaa-3037	291	29	public	public	ADJ
epaa-3037	291	30	opinion	opinion	NOUN
epaa-3037	291	31	and	and	CCONJ
epaa-3037	291	32	policy	policy	NOUN
epaa-3037	291	33	issues	issue	NOUN
epaa-3037	291	34	.	.	PUNCT
epaa-3037	292	1	in	in	ADP
epaa-3037	292	2	the	the	DET
epaa-3037	292	3	research	research	NOUN
epaa-3037	292	4	realm	realm	NOUN
epaa-3037	292	5	,	,	PUNCT
epaa-3037	292	6	the	the	DET
epaa-3037	292	7	social	social	ADJ
epaa-3037	292	8	bots	bot	NOUN
epaa-3037	292	9	have	have	AUX
epaa-3037	292	10	been	be	AUX
epaa-3037	292	11	used	use	VERB
epaa-3037	292	12	as	as	ADP
epaa-3037	292	13	the	the	DET
epaa-3037	292	14	“	"	PUNCT
epaa-3037	292	15	virtual	virtual	ADJ
epaa-3037	292	16	confederates	confederate	NOUN
epaa-3037	292	17	”	"	PUNCT
epaa-3037	292	18	in	in	ADP
epaa-3037	292	19	social	social	ADJ
epaa-3037	292	20	experiments	experiment	NOUN
epaa-3037	292	21	conducted	conduct	VERB
epaa-3037	292	22	online	online	ADV
epaa-3037	292	23	to	to	PART
epaa-3037	292	24	study	study	VERB
epaa-3037	292	25	human	human	ADJ
epaa-3037	292	26	social	social	ADJ
epaa-3037	292	27	behaviors	behavior	NOUN
epaa-3037	292	28	,	,	PUNCT
epaa-3037	292	29	like	like	ADP
epaa-3037	292	30	the	the	DET
epaa-3037	292	31	confederates	confederate	NOUN
epaa-3037	292	32	—	—	PUNCT
epaa-3037	292	33	the	the	DET
epaa-3037	292	34	people	people	NOUN
epaa-3037	292	35	trained	train	VERB
epaa-3037	292	36	by	by	ADP
epaa-3037	292	37	the	the	DET
epaa-3037	292	38	researchers	researcher	NOUN
epaa-3037	292	39	to	to	PART
epaa-3037	292	40	follow	follow	VERB
epaa-3037	292	41	the	the	DET
epaa-3037	292	42	pre	pre	ADJ
epaa-3037	292	43	-	-	ADJ
epaa-3037	292	44	assigned	assign	VERB
epaa-3037	292	45	scripts	script	NOUN
epaa-3037	292	46	in	in	ADP
epaa-3037	292	47	social	social	ADJ
epaa-3037	292	48	experiments	experiment	NOUN
epaa-3037	292	49	—	—	PUNCT
epaa-3037	292	50	used	use	VERB
epaa-3037	292	51	in	in	ADP
epaa-3037	292	52	stanley	stanley	PROPN
epaa-3037	292	53	milgram	milgram	PROPN
epaa-3037	292	54	’s	’s	PART
epaa-3037	292	55	experiment	experiment	NOUN
epaa-3037	292	56	as	as	ADP
epaa-3037	292	57	the	the	DET
epaa-3037	292	58	pedestrians	pedestrian	NOUN
epaa-3037	292	59	walking	walk	VERB
epaa-3037	292	60	on	on	ADP
epaa-3037	292	61	the	the	DET
epaa-3037	292	62	street	street	NOUN
epaa-3037	292	63	and	and	CCONJ
epaa-3037	292	64	looking	look	VERB
epaa-3037	292	65	at	at	ADP
epaa-3037	292	66	the	the	DET
epaa-3037	292	67	balcony	balcony	NOUN
epaa-3037	292	68	to	to	PART
epaa-3037	292	69	examine	examine	VERB
epaa-3037	292	70	how	how	SCONJ
epaa-3037	292	71	many	many	ADJ
epaa-3037	292	72	other	other	ADJ
epaa-3037	292	73	pedestrians	pedestrian	NOUN
epaa-3037	292	74	followed	follow	VERB
epaa-3037	292	75	the	the	DET
epaa-3037	292	76	confederates	confederate	NOUN
epaa-3037	292	77	’	'	PUNCT
epaa-3037	292	78	behavior	behavior	NOUN
epaa-3037	292	79	(	(	PUNCT
epaa-3037	292	80	milgram	milgram	PROPN
epaa-3037	292	81	,	,	PUNCT
epaa-3037	292	82	bickman	bickman	NOUN
epaa-3037	292	83	,	,	PUNCT
epaa-3037	292	84	&	&	CCONJ
epaa-3037	292	85	berkowitz	berkowitz	PROPN
epaa-3037	292	86	,	,	PUNCT
epaa-3037	292	87	1969	1969	NUM
epaa-3037	292	88	)	)	PUNCT
epaa-3037	292	89	,	,	PUNCT
epaa-3037	292	90	and	and	CCONJ
epaa-3037	292	91	in	in	ADP
epaa-3037	292	92	solomon	solomon	PROPN
epaa-3037	292	93	asch	asch	PROPN
epaa-3037	292	94	’s	’s	PART
epaa-3037	292	95	(	(	PUNCT
epaa-3037	292	96	1956	1956	NUM
epaa-3037	292	97	)	)	PUNCT
epaa-3037	292	98	conformity	conformity	NOUN
epaa-3037	292	99	experiment	experiment	NOUN
epaa-3037	292	100	.	.	PUNCT
epaa-3037	293	1	as	as	ADP
epaa-3037	293	2	a	a	DET
epaa-3037	293	3	education	education	NOUN
epaa-3037	293	4	policy	policy	NOUN
epaa-3037	293	5	analysis	analysis	NOUN
epaa-3037	293	6	archives	archive	NOUN
epaa-3037	293	7	vol	vol	NOUN
epaa-3037	293	8	.	.	PUNCT
epaa-3037	294	1	25	25	NUM
epaa-3037	294	2	no	no	NOUN
epaa-3037	294	3	.	.	PUNCT
epaa-3037	295	1	94	94	NUM
epaa-3037	295	2	14	14	NUM
epaa-3037	295	3	result	result	NOUN
epaa-3037	295	4	,	,	PUNCT
epaa-3037	295	5	the	the	DET
epaa-3037	295	6	ethical	ethical	ADJ
epaa-3037	295	7	challenges	challenge	NOUN
epaa-3037	295	8	on	on	ADP
epaa-3037	295	9	the	the	DET
epaa-3037	295	10	informed	informed	ADJ
epaa-3037	295	11	consent	consent	NOUN
epaa-3037	295	12	,	,	PUNCT
epaa-3037	295	13	deceptions	deception	NOUN
epaa-3037	295	14	,	,	PUNCT
epaa-3037	295	15	and	and	CCONJ
epaa-3037	295	16	direct	direct	ADJ
epaa-3037	295	17	harm	harm	NOUN
epaa-3037	295	18	must	must	AUX
epaa-3037	295	19	be	be	AUX
epaa-3037	295	20	addressed	address	VERB
epaa-3037	295	21	as	as	SCONJ
epaa-3037	295	22	the	the	DET
epaa-3037	295	23	bots	bot	NOUN
epaa-3037	295	24	are	be	AUX
epaa-3037	295	25	used	use	VERB
epaa-3037	295	26	as	as	ADP
epaa-3037	295	27	the	the	DET
epaa-3037	295	28	“	"	PUNCT
epaa-3037	295	29	virtual	virtual	ADJ
epaa-3037	295	30	confederates	confederate	NOUN
epaa-3037	295	31	”	"	PUNCT
epaa-3037	295	32	in	in	ADP
epaa-3037	295	33	the	the	DET
epaa-3037	295	34	experiments	experiment	NOUN
epaa-3037	295	35	to	to	PART
epaa-3037	295	36	control	control	VERB
epaa-3037	295	37	the	the	DET
epaa-3037	295	38	variables	variable	NOUN
epaa-3037	295	39	and	and	CCONJ
epaa-3037	295	40	create	create	VERB
epaa-3037	295	41	an	an	DET
epaa-3037	295	42	artificial	artificial	ADJ
epaa-3037	295	43	context	context	NOUN
epaa-3037	295	44	(	(	PUNCT
epaa-3037	295	45	krafft	krafft	PROPN
epaa-3037	295	46	,	,	PUNCT
epaa-3037	295	47	macy	macy	PROPN
epaa-3037	295	48	,	,	PUNCT
epaa-3037	295	49	&	&	CCONJ
epaa-3037	295	50	pentland	pentland	PROPN
epaa-3037	295	51	,	,	PUNCT
epaa-3037	295	52	2016	2016	NUM
epaa-3037	295	53	)	)	PUNCT
epaa-3037	295	54	.	.	PUNCT
epaa-3037	296	1	concluding	conclude	VERB
epaa-3037	296	2	remarks	remark	VERB
epaa-3037	296	3	big	big	ADJ
epaa-3037	296	4	data	datum	NOUN
epaa-3037	296	5	research	research	NOUN
epaa-3037	296	6	has	have	AUX
epaa-3037	296	7	been	be	AUX
epaa-3037	296	8	growing	grow	VERB
epaa-3037	296	9	by	by	ADP
epaa-3037	296	10	leaps	leap	NOUN
epaa-3037	296	11	and	and	CCONJ
epaa-3037	296	12	bounds	bound	NOUN
epaa-3037	296	13	.	.	PUNCT
epaa-3037	297	1	in	in	ADP
epaa-3037	297	2	education	education	NOUN
epaa-3037	297	3	policy	policy	NOUN
epaa-3037	297	4	,	,	PUNCT
epaa-3037	297	5	researchers	researcher	NOUN
epaa-3037	297	6	can	can	AUX
epaa-3037	297	7	collect	collect	VERB
epaa-3037	297	8	big	big	ADJ
epaa-3037	297	9	data	datum	NOUN
epaa-3037	297	10	from	from	ADP
epaa-3037	297	11	an	an	DET
epaa-3037	297	12	array	array	NOUN
epaa-3037	297	13	of	of	ADP
epaa-3037	297	14	sources	source	NOUN
epaa-3037	297	15	,	,	PUNCT
epaa-3037	297	16	including	include	VERB
epaa-3037	297	17	,	,	PUNCT
epaa-3037	297	18	but	but	CCONJ
epaa-3037	297	19	not	not	PART
epaa-3037	297	20	limited	limit	VERB
epaa-3037	297	21	to	to	ADP
epaa-3037	297	22	,	,	PUNCT
epaa-3037	297	23	the	the	DET
epaa-3037	297	24	data	data	NOUN
epaa-3037	297	25	-	-	PUNCT
epaa-3037	297	26	driven	drive	VERB
epaa-3037	297	27	education	education	NOUN
epaa-3037	297	28	accountability	accountability	NOUN
epaa-3037	297	29	systems	system	NOUN
epaa-3037	297	30	,	,	PUNCT
epaa-3037	297	31	the	the	DET
epaa-3037	297	32	digital	digital	ADJ
epaa-3037	297	33	footprints	footprint	NOUN
epaa-3037	297	34	left	leave	VERB
epaa-3037	297	35	by	by	ADP
epaa-3037	297	36	the	the	DET
epaa-3037	297	37	digital	digital	ADJ
epaa-3037	297	38	services	service	NOUN
epaa-3037	297	39	and	and	CCONJ
epaa-3037	297	40	devices	device	NOUN
epaa-3037	297	41	used	use	VERB
epaa-3037	297	42	by	by	ADP
epaa-3037	297	43	education	education	NOUN
epaa-3037	297	44	stakeholders	stakeholder	NOUN
epaa-3037	297	45	,	,	PUNCT
epaa-3037	297	46	and	and	CCONJ
epaa-3037	297	47	data	datum	NOUN
epaa-3037	297	48	acquisition	acquisition	NOUN
epaa-3037	297	49	technologies	technology	NOUN
epaa-3037	297	50	such	such	ADJ
epaa-3037	297	51	as	as	ADP
epaa-3037	297	52	the	the	DET
epaa-3037	297	53	ocr	ocr	NOUN
epaa-3037	297	54	converting	convert	VERB
epaa-3037	297	55	the	the	DET
epaa-3037	297	56	un	un	ADJ
epaa-3037	297	57	-	-	ADJ
epaa-3037	297	58	digitalized	digitalize	VERB
epaa-3037	297	59	text	text	NOUN
epaa-3037	297	60	data	datum	NOUN
epaa-3037	297	61	into	into	ADP
epaa-3037	297	62	digitalized	digitalize	VERB
epaa-3037	297	63	data	datum	NOUN
epaa-3037	297	64	and	and	CCONJ
epaa-3037	297	65	api	api	NOUN
epaa-3037	297	66	accessing	access	VERB
epaa-3037	297	67	data	datum	NOUN
epaa-3037	297	68	shared	share	VERB
epaa-3037	297	69	by	by	ADP
epaa-3037	297	70	technology	technology	NOUN
epaa-3037	297	71	companies	company	NOUN
epaa-3037	297	72	.	.	PUNCT
epaa-3037	298	1	with	with	ADP
epaa-3037	298	2	the	the	DET
epaa-3037	298	3	rich	rich	ADJ
epaa-3037	298	4	data	datum	NOUN
epaa-3037	298	5	,	,	PUNCT
epaa-3037	298	6	new	new	ADJ
epaa-3037	298	7	models	model	NOUN
epaa-3037	298	8	are	be	AUX
epaa-3037	298	9	rapidly	rapidly	ADV
epaa-3037	298	10	being	be	AUX
epaa-3037	298	11	developed	develop	VERB
epaa-3037	298	12	to	to	PART
epaa-3037	298	13	analyze	analyze	VERB
epaa-3037	298	14	texts	text	NOUN
epaa-3037	298	15	,	,	PUNCT
epaa-3037	298	16	videos	video	NOUN
epaa-3037	298	17	,	,	PUNCT
epaa-3037	298	18	images	image	NOUN
epaa-3037	298	19	,	,	PUNCT
epaa-3037	298	20	and	and	CCONJ
epaa-3037	298	21	audios	audio	NOUN
epaa-3037	298	22	,	,	PUNCT
epaa-3037	298	23	mobile	mobile	ADJ
epaa-3037	298	24	phone	phone	NOUN
epaa-3037	298	25	call	call	NOUN
epaa-3037	298	26	log	log	NOUN
epaa-3037	298	27	data	datum	NOUN
epaa-3037	298	28	,	,	PUNCT
epaa-3037	298	29	and	and	CCONJ
epaa-3037	298	30	satellite	satellite	NOUN
epaa-3037	298	31	image	image	NOUN
epaa-3037	298	32	data	datum	NOUN
epaa-3037	298	33	.	.	PUNCT
epaa-3037	299	1	the	the	DET
epaa-3037	299	2	wealth	wealth	NOUN
epaa-3037	299	3	of	of	ADP
epaa-3037	299	4	data	datum	NOUN
epaa-3037	299	5	and	and	CCONJ
epaa-3037	299	6	analytical	analytical	ADJ
epaa-3037	299	7	tools	tool	NOUN
epaa-3037	299	8	allow	allow	VERB
epaa-3037	299	9	researchers	researcher	NOUN
epaa-3037	299	10	to	to	PART
epaa-3037	299	11	examine	examine	VERB
epaa-3037	299	12	education	education	NOUN
epaa-3037	299	13	policy	policy	NOUN
epaa-3037	299	14	research	research	NOUN
epaa-3037	299	15	questions	question	NOUN
epaa-3037	299	16	that	that	PRON
epaa-3037	299	17	might	might	AUX
epaa-3037	299	18	not	not	PART
epaa-3037	299	19	be	be	AUX
epaa-3037	299	20	easily	easily	ADV
epaa-3037	299	21	explored	explore	VERB
epaa-3037	299	22	in	in	ADP
epaa-3037	299	23	the	the	DET
epaa-3037	299	24	past	past	NOUN
epaa-3037	299	25	.	.	PUNCT
epaa-3037	300	1	the	the	DET
epaa-3037	300	2	three	three	NUM
epaa-3037	300	3	methodological	methodological	ADJ
epaa-3037	300	4	approaches	approach	NOUN
epaa-3037	300	5	(	(	PUNCT
epaa-3037	300	6	topic	topic	NOUN
epaa-3037	300	7	models	model	NOUN
epaa-3037	300	8	,	,	PUNCT
epaa-3037	300	9	network	network	NOUN
epaa-3037	300	10	text	text	NOUN
epaa-3037	300	11	analysis	analysis	NOUN
epaa-3037	300	12	,	,	PUNCT
epaa-3037	300	13	and	and	CCONJ
epaa-3037	300	14	sentiment	sentiment	NOUN
epaa-3037	300	15	analysis	analysis	NOUN
epaa-3037	300	16	)	)	PUNCT
epaa-3037	300	17	introduced	introduce	VERB
epaa-3037	300	18	in	in	ADP
epaa-3037	300	19	this	this	DET
epaa-3037	300	20	commentary	commentary	NOUN
epaa-3037	300	21	hold	hold	VERB
epaa-3037	300	22	great	great	ADJ
epaa-3037	300	23	potential	potential	NOUN
epaa-3037	300	24	to	to	ADP
epaa-3037	300	25	the	the	DET
epaa-3037	300	26	real	real	ADJ
epaa-3037	300	27	-	-	PUNCT
epaa-3037	300	28	time	time	NOUN
epaa-3037	300	29	or	or	CCONJ
epaa-3037	300	30	near	near	ADP
epaa-3037	300	31	-	-	PUNCT
epaa-3037	300	32	real	real	ADJ
epaa-3037	300	33	-	-	PUNCT
epaa-3037	300	34	time	time	NOUN
epaa-3037	300	35	analysis	analysis	NOUN
epaa-3037	300	36	of	of	ADP
epaa-3037	300	37	big	big	ADJ
epaa-3037	300	38	data	datum	NOUN
epaa-3037	300	39	in	in	ADP
epaa-3037	300	40	education	education	NOUN
epaa-3037	300	41	policy	policy	NOUN
epaa-3037	300	42	.	.	PUNCT
epaa-3037	301	1	in	in	ADP
epaa-3037	301	2	doing	do	VERB
epaa-3037	301	3	so	so	ADV
epaa-3037	301	4	,	,	PUNCT
epaa-3037	301	5	the	the	DET
epaa-3037	301	6	timely	timely	ADJ
epaa-3037	301	7	results	result	NOUN
epaa-3037	301	8	can	can	AUX
epaa-3037	301	9	be	be	AUX
epaa-3037	301	10	offered	offer	VERB
epaa-3037	301	11	to	to	PART
epaa-3037	301	12	inform	inform	VERB
epaa-3037	301	13	education	education	NOUN
epaa-3037	301	14	policymaking	policymaking	NOUN
epaa-3037	301	15	,	,	PUNCT
epaa-3037	301	16	implementation	implementation	NOUN
epaa-3037	301	17	,	,	PUNCT
epaa-3037	301	18	and	and	CCONJ
epaa-3037	301	19	evaluation	evaluation	NOUN
epaa-3037	301	20	.	.	PUNCT
epaa-3037	302	1	for	for	SCONJ
epaa-3037	302	2	education	education	NOUN
epaa-3037	302	3	policy	policy	NOUN
epaa-3037	302	4	researchers	researcher	NOUN
epaa-3037	302	5	to	to	PART
epaa-3037	302	6	venture	venture	VERB
epaa-3037	302	7	into	into	ADP
epaa-3037	302	8	big	big	ADJ
epaa-3037	302	9	data	datum	NOUN
epaa-3037	302	10	,	,	PUNCT
epaa-3037	302	11	it	it	PRON
epaa-3037	302	12	is	be	AUX
epaa-3037	302	13	important	important	ADJ
epaa-3037	302	14	to	to	PART
epaa-3037	302	15	develop	develop	VERB
epaa-3037	302	16	interdisciplinary	interdisciplinary	ADJ
epaa-3037	302	17	research	research	NOUN
epaa-3037	302	18	capacity	capacity	NOUN
epaa-3037	302	19	,	,	PUNCT
epaa-3037	302	20	as	as	ADV
epaa-3037	302	21	well	well	ADV
epaa-3037	302	22	as	as	ADP
epaa-3037	302	23	address	address	VERB
epaa-3037	302	24	the	the	DET
epaa-3037	302	25	privacy	privacy	NOUN
epaa-3037	302	26	concerns	concern	NOUN
epaa-3037	302	27	and	and	CCONJ
epaa-3037	302	28	ethical	ethical	ADJ
epaa-3037	302	29	conundrums	conundrum	NOUN
epaa-3037	302	30	.	.	PUNCT
epaa-3037	303	1	this	this	DET
epaa-3037	303	2	paper	paper	NOUN
epaa-3037	303	3	did	do	AUX
epaa-3037	303	4	not	not	PART
epaa-3037	303	5	take	take	VERB
epaa-3037	303	6	a	a	DET
epaa-3037	303	7	systematic	systematic	ADJ
epaa-3037	303	8	approach	approach	NOUN
epaa-3037	303	9	to	to	PART
epaa-3037	303	10	comprehensively	comprehensively	ADV
epaa-3037	303	11	surveying	survey	VERB
epaa-3037	303	12	all	all	DET
epaa-3037	303	13	methodological	methodological	ADJ
epaa-3037	303	14	tools	tool	NOUN
epaa-3037	303	15	used	use	VERB
epaa-3037	303	16	in	in	ADP
epaa-3037	303	17	analyzing	analyze	VERB
epaa-3037	303	18	big	big	ADJ
epaa-3037	303	19	data	datum	NOUN
epaa-3037	303	20	.	.	PUNCT
epaa-3037	304	1	rather	rather	ADV
epaa-3037	304	2	,	,	PUNCT
epaa-3037	304	3	to	to	PART
epaa-3037	304	4	ensure	ensure	VERB
epaa-3037	304	5	the	the	DET
epaa-3037	304	6	empirical	empirical	ADJ
epaa-3037	304	7	examples	example	NOUN
epaa-3037	304	8	presented	present	VERB
epaa-3037	304	9	in	in	ADP
epaa-3037	304	10	this	this	DET
epaa-3037	304	11	paper	paper	NOUN
epaa-3037	304	12	are	be	AUX
epaa-3037	304	13	applicable	applicable	ADJ
epaa-3037	304	14	in	in	ADP
epaa-3037	304	15	education	education	NOUN
epaa-3037	304	16	policy	policy	NOUN
epaa-3037	304	17	research	research	NOUN
epaa-3037	304	18	,	,	PUNCT
epaa-3037	304	19	this	this	DET
epaa-3037	304	20	commentary	commentary	NOUN
epaa-3037	304	21	introduces	introduce	VERB
epaa-3037	304	22	three	three	NUM
epaa-3037	304	23	analytical	analytical	ADJ
epaa-3037	304	24	approaches	approach	NOUN
epaa-3037	304	25	used	use	VERB
epaa-3037	304	26	in	in	ADP
epaa-3037	304	27	the	the	DET
epaa-3037	304	28	closely	closely	ADV
epaa-3037	304	29	related	relate	VERB
epaa-3037	304	30	fields	field	NOUN
epaa-3037	304	31	of	of	ADP
epaa-3037	304	32	public	public	ADJ
epaa-3037	304	33	policy	policy	NOUN
epaa-3037	304	34	and	and	CCONJ
epaa-3037	304	35	computational	computational	ADJ
epaa-3037	304	36	social	social	ADJ
epaa-3037	304	37	science	science	NOUN
epaa-3037	304	38	in	in	ADP
epaa-3037	304	39	an	an	DET
epaa-3037	304	40	effort	effort	NOUN
epaa-3037	304	41	to	to	PART
epaa-3037	304	42	invite	invite	VERB
epaa-3037	304	43	education	education	NOUN
epaa-3037	304	44	policy	policy	NOUN
epaa-3037	304	45	researchers	researcher	NOUN
epaa-3037	304	46	to	to	PART
epaa-3037	304	47	venture	venture	VERB
epaa-3037	304	48	into	into	ADP
epaa-3037	304	49	big	big	ADJ
epaa-3037	304	50	data	datum	NOUN
epaa-3037	304	51	.	.	PUNCT
epaa-3037	305	1	as	as	SCONJ
epaa-3037	305	2	we	we	PRON
epaa-3037	305	3	embrace	embrace	VERB
epaa-3037	305	4	big	big	ADJ
epaa-3037	305	5	data	datum	NOUN
epaa-3037	305	6	in	in	ADP
epaa-3037	305	7	education	education	NOUN
epaa-3037	305	8	policy	policy	NOUN
epaa-3037	305	9	research	research	NOUN
epaa-3037	305	10	,	,	PUNCT
epaa-3037	305	11	many	many	ADJ
epaa-3037	305	12	hurdles	hurdle	NOUN
epaa-3037	305	13	remain	remain	VERB
epaa-3037	305	14	and	and	CCONJ
epaa-3037	305	15	new	new	ADJ
epaa-3037	305	16	obstacles	obstacle	NOUN
epaa-3037	305	17	will	will	AUX
epaa-3037	305	18	emerge	emerge	VERB
epaa-3037	305	19	.	.	PUNCT
epaa-3037	306	1	it	it	PRON
epaa-3037	306	2	is	be	AUX
epaa-3037	306	3	the	the	DET
epaa-3037	306	4	hope	hope	NOUN
epaa-3037	306	5	that	that	SCONJ
epaa-3037	306	6	this	this	DET
epaa-3037	306	7	commentary	commentary	NOUN
epaa-3037	306	8	could	could	AUX
epaa-3037	306	9	invite	invite	VERB
epaa-3037	306	10	forward	forward	ADV
epaa-3037	306	11	-	-	PUNCT
epaa-3037	306	12	looking	look	VERB
epaa-3037	306	13	discussions	discussion	NOUN
epaa-3037	306	14	and	and	CCONJ
epaa-3037	306	15	the	the	DET
epaa-3037	306	16	explorations	exploration	NOUN
epaa-3037	306	17	of	of	ADP
epaa-3037	306	18	a	a	DET
epaa-3037	306	19	research	research	NOUN
epaa-3037	306	20	agenda	agenda	NOUN
epaa-3037	306	21	of	of	ADP
epaa-3037	306	22	using	use	VERB
epaa-3037	306	23	big	big	ADJ
epaa-3037	306	24	data	datum	NOUN
epaa-3037	306	25	in	in	ADP
epaa-3037	306	26	education	education	NOUN
epaa-3037	306	27	policy	policy	NOUN
epaa-3037	306	28	.	.	PUNCT
epaa-3037	307	1	references	reference	NOUN
epaa-3037	307	2	achrekar	achrekar	PROPN
epaa-3037	307	3	,	,	PUNCT
epaa-3037	307	4	h.	h.	PROPN
epaa-3037	307	5	,	,	PUNCT
epaa-3037	307	6	gandhe	gandhe	PROPN
epaa-3037	307	7	,	,	PUNCT
epaa-3037	307	8	a.	a.	PROPN
epaa-3037	307	9	,	,	PUNCT
epaa-3037	307	10	lazarus	lazarus	PROPN
epaa-3037	307	11	,	,	PUNCT
epaa-3037	307	12	r.	r.	PROPN
epaa-3037	307	13	,	,	PUNCT
epaa-3037	307	14	yu	yu	PROPN
epaa-3037	307	15	,	,	PUNCT
epaa-3037	307	16	s.	s.	PROPN
epaa-3037	307	17	,	,	PUNCT
epaa-3037	307	18	&	&	CCONJ
epaa-3037	307	19	liu	liu	PROPN
epaa-3037	307	20	,	,	PUNCT
epaa-3037	307	21	b.	b.	PROPN
epaa-3037	307	22	(	(	PUNCT
epaa-3037	307	23	2011	2011	NUM
epaa-3037	307	24	)	)	PUNCT
epaa-3037	307	25	.	.	PUNCT
epaa-3037	308	1	predicting	predict	VERB
epaa-3037	308	2	flu	flu	NOUN
epaa-3037	308	3	trends	trend	NOUN
epaa-3037	308	4	using	use	VERB
epaa-3037	308	5	twitter	twitter	NOUN
epaa-3037	308	6	data	datum	NOUN
epaa-3037	308	7	.	.	PUNCT
epaa-3037	309	1	the	the	DET
epaa-3037	309	2	ieee	ieee	NOUN
epaa-3037	309	3	conference	conference	NOUN
epaa-3037	309	4	on	on	ADP
epaa-3037	309	5	computer	computer	NOUN
epaa-3037	309	6	communications	communication	NOUN
epaa-3037	309	7	workshops	workshop	NOUN
epaa-3037	309	8	(	(	PUNCT
epaa-3037	309	9	pp	pp	ADJ
epaa-3037	309	10	.	.	PUNCT
epaa-3037	310	1	702	702	NUM
epaa-3037	310	2	-	-	NUM
epaa-3037	310	3	702	702	NUM
epaa-3037	310	4	)	)	PUNCT
epaa-3037	310	5	.	.	PUNCT
epaa-3037	311	1	piscataway	piscataway	PROPN
epaa-3037	311	2	,	,	PUNCT
epaa-3037	311	3	nj	nj	PROPN
epaa-3037	311	4	:	:	PUNCT
epaa-3037	311	5	ieee	ieee	NOUN
epaa-3037	311	6	.	.	PUNCT
epaa-3037	312	1	https://doi.org/10.1109/infcomw.2011.5928903	https://doi.org/10.1109/infcomw.2011.5928903	PROPN
epaa-3037	312	2	altrabsheh	altrabsheh	PROPN
epaa-3037	312	3	,	,	PUNCT
epaa-3037	312	4	n.	n.	PROPN
epaa-3037	312	5	,	,	PUNCT
epaa-3037	312	6	cocea	cocea	PROPN
epaa-3037	312	7	,	,	PUNCT
epaa-3037	312	8	m.	m.	NOUN
epaa-3037	312	9	,	,	PUNCT
epaa-3037	312	10	&	&	CCONJ
epaa-3037	312	11	fallahkhair	fallahkhair	NOUN
epaa-3037	312	12	.	.	PUNCT
epaa-3037	313	1	s.	s.	PROPN
epaa-3037	313	2	(	(	PUNCT
epaa-3037	313	3	2015	2015	NUM
epaa-3037	313	4	)	)	PUNCT
epaa-3037	313	5	.	.	PUNCT
epaa-3037	314	1	detecting	detect	VERB
epaa-3037	314	2	sarcasm	sarcasm	NOUN
epaa-3037	314	3	from	from	ADP
epaa-3037	314	4	students	student	NOUN
epaa-3037	314	5	’	'	PUNCT
epaa-3037	314	6	feedback	feedback	NOUN
epaa-3037	314	7	in	in	ADP
epaa-3037	314	8	twitter	twitter	NOUN
epaa-3037	314	9	.	.	PUNCT
epaa-3037	315	1	in	in	ADP
epaa-3037	315	2	g.	g.	PROPN
epaa-3037	315	3	conole	conole	PROPN
epaa-3037	315	4	,	,	PUNCT
epaa-3037	315	5	t.	t.	PROPN
epaa-3037	315	6	klobučar	klobučar	PROPN
epaa-3037	315	7	,	,	PUNCT
epaa-3037	315	8	c.	c.	PROPN
epaa-3037	315	9	rensing	rensing	PROPN
epaa-3037	315	10	,	,	PUNCT
epaa-3037	315	11	j.	j.	PROPN
epaa-3037	315	12	konert	konert	PROPN
epaa-3037	315	13	,	,	PUNCT
epaa-3037	315	14	&	&	CCONJ
epaa-3037	315	15	é	é	PROPN
epaa-3037	315	16	.	.	PUNCT
epaa-3037	315	17	lavoué	lavoué	PROPN
epaa-3037	315	18	(	(	PUNCT
epaa-3037	315	19	eds	ed	NOUN
epaa-3037	315	20	.	.	PUNCT
epaa-3037	315	21	)	)	PUNCT
epaa-3037	315	22	,	,	PUNCT
epaa-3037	315	23	design	design	NOUN
epaa-3037	315	24	for	for	ADP
epaa-3037	315	25	teaching	teaching	NOUN
epaa-3037	315	26	and	and	CCONJ
epaa-3037	315	27	learning	learn	VERB
epaa-3037	315	28	in	in	ADP
epaa-3037	315	29	a	a	DET
epaa-3037	315	30	networked	networked	ADJ
epaa-3037	315	31	world	world	NOUN
epaa-3037	315	32	(	(	PUNCT
epaa-3037	315	33	pp	pp	ADJ
epaa-3037	315	34	.	.	PUNCT
epaa-3037	316	1	551	551	NUM
epaa-3037	316	2	-	-	SYM
epaa-3037	316	3	555	555	NUM
epaa-3037	316	4	)	)	PUNCT
epaa-3037	316	5	.	.	PUNCT
epaa-3037	317	1	switzerland	switzerland	PROPN
epaa-3037	317	2	:	:	PUNCT
epaa-3037	317	3	springer	springer	NOUN
epaa-3037	317	4	international	international	ADJ
epaa-3037	317	5	publishing	publishing	NOUN
epaa-3037	317	6	.	.	PUNCT
epaa-3037	318	1	https://doi.org/10.1007/978-3-319-24258-3_57	https://doi.org/10.1007/978-3-319-24258-3_57	PROPN
epaa-3037	318	2	alvarez	alvarez	PROPN
epaa-3037	318	3	,	,	PUNCT
epaa-3037	318	4	r.	r.	PROPN
epaa-3037	318	5	m.	m.	PROPN
epaa-3037	318	6	(	(	PUNCT
epaa-3037	318	7	ed	ed	NOUN
epaa-3037	318	8	.	.	PUNCT
epaa-3037	318	9	)	)	PUNCT
epaa-3037	318	10	.	.	PUNCT
epaa-3037	319	1	(	(	PUNCT
epaa-3037	319	2	2016	2016	NUM
epaa-3037	319	3	)	)	PUNCT
epaa-3037	319	4	.	.	PUNCT
epaa-3037	320	1	computational	computational	ADJ
epaa-3037	320	2	social	social	ADJ
epaa-3037	320	3	science	science	NOUN
epaa-3037	320	4	:	:	PUNCT
epaa-3037	320	5	discovery	discovery	NOUN
epaa-3037	320	6	and	and	CCONJ
epaa-3037	320	7	prediction	prediction	NOUN
epaa-3037	320	8	.	.	PUNCT
epaa-3037	321	1	new	new	PROPN
epaa-3037	321	2	york	york	PROPN
epaa-3037	321	3	,	,	PUNCT
epaa-3037	321	4	ny	ny	PROPN
epaa-3037	321	5	:	:	PUNCT
epaa-3037	321	6	cambridge	cambridge	PROPN
epaa-3037	321	7	university	university	PROPN
epaa-3037	321	8	press	press	NOUN
epaa-3037	321	9	.	.	PUNCT
epaa-3037	322	1	https://doi.org/10.1017/cbo9781316257340	https://doi.org/10.1017/cbo9781316257340	ADJ
epaa-3037	322	2	anderson	anderson	PROPN
epaa-3037	322	3	,	,	PUNCT
epaa-3037	322	4	c.	c.	PROPN
epaa-3037	322	5	(	(	PUNCT
epaa-3037	322	6	2008	2008	NUM
epaa-3037	322	7	)	)	PUNCT
epaa-3037	322	8	.	.	PUNCT
epaa-3037	323	1	the	the	DET
epaa-3037	323	2	end	end	NOUN
epaa-3037	323	3	of	of	ADP
epaa-3037	323	4	theory	theory	NOUN
epaa-3037	323	5	:	:	PUNCT
epaa-3037	323	6	the	the	DET
epaa-3037	323	7	data	data	NOUN
epaa-3037	323	8	deluge	deluge	NOUN
epaa-3037	323	9	makes	make	VERB
epaa-3037	323	10	the	the	DET
epaa-3037	323	11	scientific	scientific	ADJ
epaa-3037	323	12	method	method	NOUN
epaa-3037	323	13	obsolete	obsolete	ADJ
epaa-3037	323	14	.	.	PUNCT
epaa-3037	324	1	wired	wire	VERB
epaa-3037	324	2	magazine	magazine	NOUN
epaa-3037	324	3	,	,	PUNCT
epaa-3037	324	4	16(7	16(7	NUM
epaa-3037	324	5	)	)	PUNCT
epaa-3037	324	6	,	,	PUNCT
epaa-3037	324	7	108–109	108–109	NUM
epaa-3037	324	8	.	.	PUNCT
epaa-3037	325	1	asch	asch	PROPN
epaa-3037	325	2	,	,	PUNCT
epaa-3037	325	3	s.	s.	PROPN
epaa-3037	325	4	e.	e.	PROPN
epaa-3037	325	5	(	(	PUNCT
epaa-3037	325	6	1956	1956	NUM
epaa-3037	325	7	)	)	PUNCT
epaa-3037	325	8	.	.	PUNCT
epaa-3037	326	1	studies	study	NOUN
epaa-3037	326	2	of	of	ADP
epaa-3037	326	3	independence	independence	NOUN
epaa-3037	326	4	and	and	CCONJ
epaa-3037	326	5	conformity	conformity	NOUN
epaa-3037	326	6	:	:	PUNCT
epaa-3037	326	7	i.	i.	NOUN
epaa-3037	326	8	a	a	DET
epaa-3037	326	9	minority	minority	NOUN
epaa-3037	326	10	of	of	ADP
epaa-3037	326	11	one	one	NUM
epaa-3037	326	12	against	against	ADP
epaa-3037	326	13	a	a	DET
epaa-3037	326	14	unanimous	unanimous	ADJ
epaa-3037	326	15	majority	majority	NOUN
epaa-3037	326	16	.	.	PUNCT
epaa-3037	327	1	psychological	psychological	ADJ
epaa-3037	327	2	monographs	monograph	NOUN
epaa-3037	327	3	:	:	PUNCT
epaa-3037	327	4	general	general	ADJ
epaa-3037	327	5	and	and	CCONJ
epaa-3037	327	6	applied	apply	VERB
epaa-3037	327	7	,	,	PUNCT
epaa-3037	327	8	70(9	70(9	NUM
epaa-3037	327	9	)	)	PUNCT
epaa-3037	327	10	,	,	PUNCT
epaa-3037	327	11	1	1	NUM
epaa-3037	327	12	-	-	SYM
epaa-3037	327	13	70	70	NUM
epaa-3037	327	14	.	.	PUNCT
epaa-3037	328	1	https://doi.org/10.1037/h0093718	https://doi.org/10.1037/h0093718	PROPN
epaa-3037	328	2	baker	baker	PROPN
epaa-3037	328	3	,	,	PUNCT
epaa-3037	328	4	r.	r.	PROPN
epaa-3037	328	5	,	,	PUNCT
epaa-3037	328	6	&	&	CCONJ
epaa-3037	328	7	kalina	kalina	PROPN
epaa-3037	328	8	y.	y.	PROPN
epaa-3037	328	9	(	(	PUNCT
epaa-3037	328	10	2009	2009	NUM
epaa-3037	328	11	)	)	PUNCT
epaa-3037	328	12	.	.	PUNCT
epaa-3037	329	1	the	the	DET
epaa-3037	329	2	state	state	NOUN
epaa-3037	329	3	of	of	ADP
epaa-3037	329	4	educational	educational	ADJ
epaa-3037	329	5	data	datum	NOUN
epaa-3037	329	6	mining	mining	NOUN
epaa-3037	329	7	in	in	ADP
epaa-3037	329	8	2009	2009	NUM
epaa-3037	329	9	:	:	PUNCT
epaa-3037	329	10	a	a	DET
epaa-3037	329	11	review	review	NOUN
epaa-3037	329	12	and	and	CCONJ
epaa-3037	329	13	future	future	ADJ
epaa-3037	329	14	visions	vision	NOUN
epaa-3037	329	15	.	.	PUNCT
epaa-3037	330	1	journal	journal	NOUN
epaa-3037	330	2	of	of	ADP
epaa-3037	330	3	educational	educational	ADJ
epaa-3037	330	4	data	datum	NOUN
epaa-3037	330	5	mining	mining	NOUN
epaa-3037	330	6	,	,	PUNCT
epaa-3037	330	7	1(1	1(1	NUM
epaa-3037	330	8	)	)	PUNCT
epaa-3037	330	9	,	,	PUNCT
epaa-3037	330	10	3	3	NUM
epaa-3037	330	11	-	-	SYM
epaa-3037	330	12	16	16	NUM
epaa-3037	330	13	.	.	PUNCT
epaa-3037	331	1	http://link.springer.com/search?facet-creator=%22gr%c3%a1inne+conole%22	http://link.springer.com/search?facet-creator=%22gr%c3%a1inne+conole%22	NOUN
epaa-3037	331	2	http://link.springer.com/search?facet-creator=%22toma%c5%be+klobu%c4%8dar%22	http://link.springer.com/search?facet-creator=%22toma%c5%be+klobu%c4%8dar%22	NOUN
epaa-3037	331	3	http://link.springer.com/search?facet-creator=%22christoph+rensing%22	http://link.springer.com/search?facet-creator=%22christoph+rensing%22	X
epaa-3037	331	4	http://link.springer.com/search?facet-creator=%22johannes+konert%22	http://link.springer.com/search?facet-creator=%22johannes+konert%22	PROPN
epaa-3037	332	1	http://link.springer.com/search?facet-creator=%22%c3%89lise+lavou%c3%a9%22	http://link.springer.com/search?facet-creator=%22%c3%89lise+lavou%c3%a9%22	PROPN
epaa-3037	332	2	education	education	NOUN
epaa-3037	332	3	policy	policy	NOUN
epaa-3037	332	4	research	research	NOUN
epaa-3037	332	5	in	in	ADP
epaa-3037	332	6	the	the	DET
epaa-3037	332	7	big	big	ADJ
epaa-3037	332	8	data	data	PROPN
epaa-3037	332	9	era	era	NOUN
epaa-3037	332	10	15	15	NUM
epaa-3037	332	11	barberá	barberá	NOUN
epaa-3037	332	12	,	,	PUNCT
epaa-3037	332	13	p.	p.	NOUN
epaa-3037	332	14	(	(	PUNCT
epaa-3037	332	15	2015	2015	NUM
epaa-3037	332	16	)	)	PUNCT
epaa-3037	332	17	.	.	PUNCT
epaa-3037	333	1	birds	bird	NOUN
epaa-3037	333	2	of	of	ADP
epaa-3037	333	3	the	the	DET
epaa-3037	333	4	same	same	ADJ
epaa-3037	333	5	feather	feather	NOUN
epaa-3037	333	6	tweet	tweet	NOUN
epaa-3037	333	7	together	together	ADV
epaa-3037	333	8	:	:	PUNCT
epaa-3037	333	9	bayesian	bayesian	NOUN
epaa-3037	333	10	ideal	ideal	NOUN
epaa-3037	333	11	point	point	NOUN
epaa-3037	333	12	estimation	estimation	NOUN
epaa-3037	333	13	using	use	VERB
epaa-3037	333	14	twitter	twitter	NOUN
epaa-3037	333	15	data	datum	NOUN
epaa-3037	333	16	.	.	PUNCT
epaa-3037	334	1	political	political	ADJ
epaa-3037	334	2	analysis	analysis	NOUN
epaa-3037	334	3	,	,	PUNCT
epaa-3037	334	4	23(1	23(1	NOUN
epaa-3037	334	5	)	)	PUNCT
epaa-3037	334	6	,	,	PUNCT
epaa-3037	334	7	76	76	NUM
epaa-3037	334	8	-	-	SYM
epaa-3037	334	9	91	91	NUM
epaa-3037	334	10	.	.	PUNCT
epaa-3037	335	1	https://doi.org/10.1093/pan/mpu011	https://doi.org/10.1093/pan/mpu011	PROPN
epaa-3037	335	2	bates	bates	PROPN
epaa-3037	335	3	,	,	PUNCT
epaa-3037	335	4	d.	d.	PROPN
epaa-3037	335	5	w.	w.	PROPN
epaa-3037	335	6	,	,	PUNCT
epaa-3037	335	7	saria	saria	PROPN
epaa-3037	335	8	,	,	PUNCT
epaa-3037	335	9	s.	s.	PROPN
epaa-3037	335	10	,	,	PUNCT
epaa-3037	335	11	ohno	ohno	PROPN
epaa-3037	335	12	-	-	PUNCT
epaa-3037	335	13	machado	machado	PROPN
epaa-3037	335	14	,	,	PUNCT
epaa-3037	335	15	l.	l.	PROPN
epaa-3037	335	16	,	,	PUNCT
epaa-3037	335	17	shah	shah	PROPN
epaa-3037	335	18	,	,	PUNCT
epaa-3037	335	19	a.	a.	PROPN
epaa-3037	335	20	,	,	PUNCT
epaa-3037	335	21	&	&	CCONJ
epaa-3037	335	22	escobar	escobar	PROPN
epaa-3037	335	23	,	,	PUNCT
epaa-3037	335	24	g.	g.	PROPN
epaa-3037	335	25	(	(	PUNCT
epaa-3037	335	26	2014	2014	NUM
epaa-3037	335	27	)	)	PUNCT
epaa-3037	335	28	.	.	PUNCT
epaa-3037	336	1	big	big	ADJ
epaa-3037	336	2	data	datum	NOUN
epaa-3037	336	3	in	in	ADP
epaa-3037	336	4	health	health	NOUN
epaa-3037	336	5	care	care	NOUN
epaa-3037	336	6	:	:	PUNCT
epaa-3037	336	7	using	use	VERB
epaa-3037	336	8	analytics	analytic	NOUN
epaa-3037	336	9	to	to	PART
epaa-3037	336	10	identify	identify	VERB
epaa-3037	336	11	and	and	CCONJ
epaa-3037	336	12	manage	manage	VERB
epaa-3037	336	13	high	high	ADJ
epaa-3037	336	14	-	-	PUNCT
epaa-3037	336	15	risk	risk	NOUN
epaa-3037	336	16	and	and	CCONJ
epaa-3037	336	17	high	high	ADJ
epaa-3037	336	18	-	-	PUNCT
epaa-3037	336	19	cost	cost	NOUN
epaa-3037	336	20	patients	patient	NOUN
epaa-3037	336	21	.	.	PUNCT
epaa-3037	337	1	health	health	NOUN
epaa-3037	337	2	affairs	affair	NOUN
epaa-3037	337	3	,	,	PUNCT
epaa-3037	337	4	33(7	33(7	NUM
epaa-3037	337	5	)	)	PUNCT
epaa-3037	337	6	,	,	PUNCT
epaa-3037	337	7	1123	1123	NUM
epaa-3037	337	8	-	-	SYM
epaa-3037	337	9	1131	1131	NUM
epaa-3037	337	10	.	.	PUNCT
epaa-3037	338	1	https://doi.org/10.1377/hlthaff.2014.0041	https://doi.org/10.1377/hlthaff.2014.0041	PROPN
epaa-3037	338	2	bello	bello	NOUN
epaa-3037	338	3	-	-	PUNCT
epaa-3037	338	4	orgaz	orgaz	ADJ
epaa-3037	338	5	,	,	PUNCT
epaa-3037	338	6	g.	g.	PROPN
epaa-3037	338	7	,	,	PUNCT
epaa-3037	338	8	jung	jung	PROPN
epaa-3037	338	9	,	,	PUNCT
epaa-3037	338	10	j.	j.	PROPN
epaa-3037	338	11	j.	j.	PROPN
epaa-3037	338	12	,	,	PUNCT
epaa-3037	338	13	&	&	CCONJ
epaa-3037	338	14	camacho	camacho	PROPN
epaa-3037	338	15	,	,	PUNCT
epaa-3037	338	16	d.	d.	PROPN
epaa-3037	338	17	(	(	PUNCT
epaa-3037	338	18	2015	2015	NUM
epaa-3037	338	19	)	)	PUNCT
epaa-3037	338	20	.	.	PUNCT
epaa-3037	339	1	social	social	ADJ
epaa-3037	339	2	big	big	ADJ
epaa-3037	339	3	data	datum	NOUN
epaa-3037	339	4	:	:	PUNCT
epaa-3037	339	5	recent	recent	ADJ
epaa-3037	339	6	achievements	achievement	NOUN
epaa-3037	339	7	and	and	CCONJ
epaa-3037	339	8	new	new	ADJ
epaa-3037	339	9	challenges	challenge	NOUN
epaa-3037	339	10	.	.	PUNCT
epaa-3037	340	1	information	information	NOUN
epaa-3037	340	2	fusion	fusion	NOUN
epaa-3037	340	3	,	,	PUNCT
epaa-3037	340	4	28	28	NUM
epaa-3037	340	5	,	,	PUNCT
epaa-3037	340	6	45	45	NUM
epaa-3037	340	7	-	-	SYM
epaa-3037	340	8	59	59	NUM
epaa-3037	340	9	.	.	PUNCT
epaa-3037	341	1	https://doi.org/10.1016/j.inffus.2015.08.005	https://doi.org/10.1016/j.inffus.2015.08.005	VERB
epaa-3037	341	2	bessi	bessi	PROPN
epaa-3037	341	3	,	,	PUNCT
epaa-3037	341	4	a.	a.	NOUN
epaa-3037	341	5	,	,	PUNCT
epaa-3037	341	6	&	&	CCONJ
epaa-3037	341	7	ferrara	ferrara	PROPN
epaa-3037	341	8	,	,	PUNCT
epaa-3037	341	9	e.	e.	PROPN
epaa-3037	341	10	(	(	PUNCT
epaa-3037	341	11	2016	2016	NUM
epaa-3037	341	12	)	)	PUNCT
epaa-3037	341	13	.	.	PUNCT
epaa-3037	342	1	social	social	ADJ
epaa-3037	342	2	bots	bot	NOUN
epaa-3037	342	3	distort	distort	VERB
epaa-3037	342	4	the	the	DET
epaa-3037	342	5	2016	2016	NUM
epaa-3037	342	6	u.s	u.s	PROPN
epaa-3037	342	7	.	.	PROPN
epaa-3037	342	8	presidential	presidential	ADJ
epaa-3037	342	9	election	election	NOUN
epaa-3037	342	10	online	online	ADJ
epaa-3037	342	11	discussion	discussion	NOUN
epaa-3037	342	12	.	.	PUNCT
epaa-3037	343	1	first	first	ADJ
epaa-3037	343	2	monday	monday	PROPN
epaa-3037	343	3	,	,	PUNCT
epaa-3037	343	4	21(11	21(11	NUM
epaa-3037	343	5	)	)	PUNCT
epaa-3037	343	6	.	.	PUNCT
epaa-3037	344	1	https://doi.org/10.5210/fm.v21i11.7090	https://doi.org/10.5210/fm.v21i11.7090	NOUN
epaa-3037	344	2	blei	blei	NOUN
epaa-3037	344	3	,	,	PUNCT
epaa-3037	344	4	d.	d.	PROPN
epaa-3037	344	5	m.	m.	PROPN
epaa-3037	344	6	(	(	PUNCT
epaa-3037	344	7	2012	2012	NUM
epaa-3037	344	8	)	)	PUNCT
epaa-3037	344	9	.	.	PUNCT
epaa-3037	345	1	probabilistic	probabilistic	ADJ
epaa-3037	345	2	topic	topic	NOUN
epaa-3037	345	3	models	model	NOUN
epaa-3037	345	4	.	.	PUNCT
epaa-3037	346	1	communication	communication	NOUN
epaa-3037	346	2	of	of	ADP
epaa-3037	346	3	the	the	DET
epaa-3037	346	4	acm	acm	NOUN
epaa-3037	346	5	,	,	PUNCT
epaa-3037	346	6	55(4	55(4	NUM
epaa-3037	346	7	)	)	PUNCT
epaa-3037	346	8	,	,	PUNCT
epaa-3037	346	9	77	77	NUM
epaa-3037	346	10	-	-	SYM
epaa-3037	346	11	84	84	NUM
epaa-3037	346	12	.	.	PUNCT
epaa-3037	347	1	https://doi.org/10.1145/2133806.2133826	https://doi.org/10.1145/2133806.2133826	ADJ
epaa-3037	347	2	blei	blei	NOUN
epaa-3037	347	3	,	,	PUNCT
epaa-3037	347	4	d.	d.	PROPN
epaa-3037	347	5	m.	m.	PROPN
epaa-3037	347	6	,	,	PUNCT
epaa-3037	347	7	&	&	CCONJ
epaa-3037	347	8	lafferty	lafferty	PROPN
epaa-3037	347	9	.	.	PUNCT
epaa-3037	348	1	j.	j.	PROPN
epaa-3037	348	2	d.	d.	PROPN
epaa-3037	348	3	(	(	PUNCT
epaa-3037	348	4	2006	2006	NUM
epaa-3037	348	5	)	)	PUNCT
epaa-3037	348	6	.	.	PUNCT
epaa-3037	349	1	dynamic	dynamic	ADJ
epaa-3037	349	2	topic	topic	NOUN
epaa-3037	349	3	models	model	NOUN
epaa-3037	349	4	.	.	PUNCT
epaa-3037	350	1	proceedings	proceeding	NOUN
epaa-3037	350	2	of	of	ADP
epaa-3037	350	3	the	the	DET
epaa-3037	350	4	23rd	23rd	ADJ
epaa-3037	350	5	international	international	ADJ
epaa-3037	350	6	conference	conference	NOUN
epaa-3037	350	7	on	on	ADP
epaa-3037	350	8	machine	machine	NOUN
epaa-3037	350	9	learning	learning	NOUN
epaa-3037	350	10	.	.	PUNCT
epaa-3037	351	1	pittsburgh	pittsburgh	PROPN
epaa-3037	351	2	,	,	PUNCT
epaa-3037	351	3	pennsylvania	pennsylvania	PROPN
epaa-3037	351	4	,	,	PUNCT
epaa-3037	351	5	usa	usa	PROPN
epaa-3037	351	6	,	,	PUNCT
epaa-3037	351	7	june	june	PROPN
epaa-3037	351	8	25	25	NUM
epaa-3037	351	9	-	-	SYM
epaa-3037	351	10	29	29	NUM
epaa-3037	351	11	.	.	PUNCT
epaa-3037	352	1	https://doi.org/10.1145/1143844.1143859	https://doi.org/10.1145/1143844.1143859	NOUN
epaa-3037	352	2	blei	blei	PROPN
epaa-3037	352	3	,	,	PUNCT
epaa-3037	352	4	d.	d.	PROPN
epaa-3037	352	5	m.	m.	PROPN
epaa-3037	352	6	,	,	PUNCT
epaa-3037	352	7	&	&	CCONJ
epaa-3037	352	8	lafferty	lafferty	PROPN
epaa-3037	352	9	.	.	PUNCT
epaa-3037	353	1	j.	j.	PROPN
epaa-3037	353	2	d.	d.	PROPN
epaa-3037	353	3	(	(	PUNCT
epaa-3037	353	4	2007	2007	NUM
epaa-3037	353	5	)	)	PUNCT
epaa-3037	353	6	.	.	PUNCT
epaa-3037	354	1	a	a	DET
epaa-3037	354	2	correlated	correlate	VERB
epaa-3037	354	3	topic	topic	NOUN
epaa-3037	354	4	model	model	NOUN
epaa-3037	354	5	of	of	ADP
epaa-3037	354	6	science	science	NOUN
epaa-3037	354	7	.	.	PUNCT
epaa-3037	355	1	the	the	DET
epaa-3037	355	2	annals	annal	NOUN
epaa-3037	355	3	of	of	ADP
epaa-3037	355	4	applied	applied	ADJ
epaa-3037	355	5	statistics	statistic	NOUN
epaa-3037	355	6	,	,	PUNCT
epaa-3037	355	7	1(1	1(1	NUM
epaa-3037	355	8	)	)	PUNCT
epaa-3037	355	9	,	,	PUNCT
epaa-3037	355	10	17	17	NUM
epaa-3037	355	11	-	-	SYM
epaa-3037	355	12	35	35	NUM
epaa-3037	355	13	.	.	PUNCT
epaa-3037	356	1	https://doi.org/10.1214/07-aoas114	https://doi.org/10.1214/07-aoas114	NOUN
epaa-3037	356	2	blei	blei	PROPN
epaa-3037	356	3	,	,	PUNCT
epaa-3037	356	4	d.	d.	PROPN
epaa-3037	356	5	m.	m.	PROPN
epaa-3037	356	6	,	,	PUNCT
epaa-3037	356	7	ng	ng	PROPN
epaa-3037	356	8	,	,	PUNCT
epaa-3037	356	9	a.	a.	PROPN
epaa-3037	356	10	y.	y.	PROPN
epaa-3037	356	11	,	,	PUNCT
epaa-3037	356	12	&	&	CCONJ
epaa-3037	356	13	jordan	jordan	PROPN
epaa-3037	356	14	,	,	PUNCT
epaa-3037	356	15	m.	m.	NOUN
epaa-3037	356	16	i.	i.	PROPN
epaa-3037	356	17	(	(	PUNCT
epaa-3037	356	18	2003	2003	NUM
epaa-3037	356	19	)	)	PUNCT
epaa-3037	356	20	.	.	PUNCT
epaa-3037	357	1	latent	latent	PROPN
epaa-3037	357	2	dirichlet	dirichlet	PROPN
epaa-3037	357	3	allocation	allocation	NOUN
epaa-3037	357	4	.	.	PUNCT
epaa-3037	358	1	journal	journal	PROPN
epaa-3037	358	2	of	of	ADP
epaa-3037	358	3	machine	machine	NOUN
epaa-3037	358	4	learning	learn	VERB
epaa-3037	358	5	research	research	NOUN
epaa-3037	358	6	,	,	PUNCT
epaa-3037	358	7	3	3	NUM
epaa-3037	358	8	,	,	PUNCT
epaa-3037	358	9	993	993	NUM
epaa-3037	358	10	-	-	SYM
epaa-3037	358	11	1022	1022	NUM
epaa-3037	358	12	.	.	PUNCT
epaa-3037	359	1	bode	bode	VERB
epaa-3037	359	2	,	,	PUNCT
epaa-3037	359	3	l.	l.	PROPN
epaa-3037	359	4	,	,	PUNCT
epaa-3037	359	5	hanna	hanna	PROPN
epaa-3037	359	6	,	,	PUNCT
epaa-3037	359	7	a.	a.	PROPN
epaa-3037	359	8	,	,	PUNCT
epaa-3037	359	9	yang	yang	PROPN
epaa-3037	359	10	,	,	PUNCT
epaa-3037	359	11	j.	j.	PROPN
epaa-3037	359	12	,	,	PUNCT
epaa-3037	359	13	&	&	CCONJ
epaa-3037	359	14	shah	shah	PROPN
epaa-3037	359	15	,	,	PUNCT
epaa-3037	359	16	d.	d.	PROPN
epaa-3037	359	17	v.	v.	PROPN
epaa-3037	359	18	(	(	PUNCT
epaa-3037	359	19	2015	2015	NUM
epaa-3037	359	20	)	)	PUNCT
epaa-3037	359	21	.	.	PUNCT
epaa-3037	360	1	candidate	candidate	NOUN
epaa-3037	360	2	networks	network	NOUN
epaa-3037	360	3	,	,	PUNCT
epaa-3037	360	4	citizen	citizen	NOUN
epaa-3037	360	5	clusters	cluster	NOUN
epaa-3037	360	6	,	,	PUNCT
epaa-3037	360	7	and	and	CCONJ
epaa-3037	360	8	political	political	ADJ
epaa-3037	360	9	expression	expression	NOUN
epaa-3037	360	10	:	:	PUNCT
epaa-3037	360	11	strategic	strategic	ADJ
epaa-3037	360	12	hashtag	hashtag	NOUN
epaa-3037	360	13	use	use	NOUN
epaa-3037	360	14	in	in	ADP
epaa-3037	360	15	the	the	DET
epaa-3037	360	16	2010	2010	NUM
epaa-3037	360	17	midterms	midterm	NOUN
epaa-3037	360	18	.	.	PUNCT
epaa-3037	361	1	the	the	DET
epaa-3037	361	2	annals	annal	NOUN
epaa-3037	361	3	of	of	ADP
epaa-3037	361	4	the	the	DET
epaa-3037	361	5	american	american	PROPN
epaa-3037	361	6	academy	academy	PROPN
epaa-3037	361	7	of	of	ADP
epaa-3037	361	8	political	political	ADJ
epaa-3037	361	9	and	and	CCONJ
epaa-3037	361	10	social	social	ADJ
epaa-3037	361	11	science	science	NOUN
epaa-3037	361	12	,	,	PUNCT
epaa-3037	361	13	659(1	659(1	NUM
epaa-3037	361	14	)	)	PUNCT
epaa-3037	361	15	,	,	PUNCT
epaa-3037	361	16	149	149	NUM
epaa-3037	361	17	-	-	SYM
epaa-3037	361	18	165	165	NUM
epaa-3037	361	19	.	.	PUNCT
epaa-3037	361	20	https://doi.org/10.1177/0002716214563923	https://doi.org/10.1177/0002716214563923	NOUN
epaa-3037	361	21	bond	bond	NOUN
epaa-3037	361	22	,	,	PUNCT
epaa-3037	361	23	r.	r.	PROPN
epaa-3037	361	24	m.	m.	PROPN
epaa-3037	361	25	,	,	PUNCT
epaa-3037	361	26	fariss	fariss	PROPN
epaa-3037	361	27	,	,	PUNCT
epaa-3037	361	28	c.	c.	PROPN
epaa-3037	361	29	j.	j.	PROPN
epaa-3037	361	30	,	,	PUNCT
epaa-3037	361	31	jones	jones	PROPN
epaa-3037	361	32	,	,	PUNCT
epaa-3037	361	33	j.	j.	PROPN
epaa-3037	361	34	j.	j.	PROPN
epaa-3037	361	35	,	,	PUNCT
epaa-3037	361	36	kramer	kramer	PROPN
epaa-3037	361	37	,	,	PUNCT
epaa-3037	361	38	a.	a.	PROPN
epaa-3037	361	39	d.	d.	PROPN
epaa-3037	361	40	i.	i.	PROPN
epaa-3037	361	41	,	,	PUNCT
epaa-3037	361	42	marlow	marlow	PROPN
epaa-3037	361	43	,	,	PUNCT
epaa-3037	361	44	c.	c.	PROPN
epaa-3037	361	45	,	,	PUNCT
epaa-3037	361	46	settle	settle	NOUN
epaa-3037	361	47	,	,	PUNCT
epaa-3037	361	48	j.	j.	PROPN
epaa-3037	361	49	e.	e.	PROPN
epaa-3037	361	50	,	,	PUNCT
epaa-3037	361	51	&	&	CCONJ
epaa-3037	361	52	fowler	fowler	PROPN
epaa-3037	361	53	,	,	PUNCT
epaa-3037	361	54	j.	j.	PROPN
epaa-3037	361	55	h.	h.	PROPN
epaa-3037	361	56	(	(	PUNCT
epaa-3037	361	57	2012	2012	NUM
epaa-3037	361	58	)	)	PUNCT
epaa-3037	361	59	.	.	PUNCT
epaa-3037	362	1	a	a	DET
epaa-3037	362	2	61	61	NUM
epaa-3037	362	3	-	-	PUNCT
epaa-3037	362	4	million	million	NUM
epaa-3037	362	5	-	-	PUNCT
epaa-3037	362	6	person	person	NOUN
epaa-3037	362	7	experiment	experiment	NOUN
epaa-3037	362	8	in	in	ADP
epaa-3037	362	9	social	social	ADJ
epaa-3037	362	10	influence	influence	NOUN
epaa-3037	362	11	and	and	CCONJ
epaa-3037	362	12	political	political	ADJ
epaa-3037	362	13	mobilization	mobilization	NOUN
epaa-3037	362	14	.	.	PUNCT
epaa-3037	363	1	nature	nature	NOUN
epaa-3037	363	2	,	,	PUNCT
epaa-3037	363	3	489	489	NUM
epaa-3037	363	4	,	,	PUNCT
epaa-3037	363	5	295	295	NUM
epaa-3037	363	6	-	-	SYM
epaa-3037	363	7	298	298	NUM
epaa-3037	363	8	.	.	PUNCT
epaa-3037	364	1	https://doi.org/10.1038/nature11421	https://doi.org/10.1038/nature11421	NOUN
epaa-3037	364	2	borgatti	borgatti	PROPN
epaa-3037	364	3	,	,	PUNCT
epaa-3037	364	4	s.	s.	PROPN
epaa-3037	364	5	p.	p.	PROPN
epaa-3037	364	6	,	,	PUNCT
epaa-3037	364	7	everett	everett	PROPN
epaa-3037	364	8	,	,	PUNCT
epaa-3037	364	9	m.	m.	NOUN
epaa-3037	364	10	g.	g.	PROPN
epaa-3037	364	11	,	,	PUNCT
epaa-3037	364	12	&	&	CCONJ
epaa-3037	364	13	johnson	johnson	PROPN
epaa-3037	364	14	,	,	PUNCT
epaa-3037	364	15	j.	j.	PROPN
epaa-3037	364	16	c.	c.	PROPN
epaa-3037	364	17	(	(	PUNCT
epaa-3037	364	18	2013	2013	NUM
epaa-3037	364	19	)	)	PUNCT
epaa-3037	364	20	.	.	PUNCT
epaa-3037	365	1	analyzing	analyze	VERB
epaa-3037	365	2	social	social	ADJ
epaa-3037	365	3	networks	network	NOUN
epaa-3037	365	4	.	.	PUNCT
epaa-3037	366	1	thousand	thousand	NUM
epaa-3037	366	2	oaks	oak	NOUN
epaa-3037	366	3	,	,	PUNCT
epaa-3037	366	4	ca	can	AUX
epaa-3037	366	5	:	:	PUNCT
epaa-3037	366	6	sage	sage	NOUN
epaa-3037	366	7	publications	publication	NOUN
epaa-3037	366	8	.	.	PUNCT
epaa-3037	367	1	boussalis	boussalis	PROPN
epaa-3037	367	2	,	,	PUNCT
epaa-3037	367	3	c.	c.	PROPN
epaa-3037	367	4	,	,	PUNCT
epaa-3037	367	5	&	&	CCONJ
epaa-3037	367	6	coan	coan	PROPN
epaa-3037	367	7	,	,	PUNCT
epaa-3037	367	8	t.	t.	PROPN
epaa-3037	367	9	g.	g.	PROPN
epaa-3037	367	10	(	(	PUNCT
epaa-3037	367	11	2016	2016	NUM
epaa-3037	367	12	)	)	PUNCT
epaa-3037	367	13	.	.	PUNCT
epaa-3037	368	1	text	text	NOUN
epaa-3037	368	2	-	-	PUNCT
epaa-3037	368	3	mining	mining	NOUN
epaa-3037	368	4	the	the	DET
epaa-3037	368	5	signals	signal	NOUN
epaa-3037	368	6	of	of	ADP
epaa-3037	368	7	climate	climate	NOUN
epaa-3037	368	8	change	change	NOUN
epaa-3037	368	9	doubt	doubt	NOUN
epaa-3037	368	10	.	.	PUNCT
epaa-3037	369	1	global	global	ADJ
epaa-3037	369	2	environmental	environmental	ADJ
epaa-3037	369	3	change	change	NOUN
epaa-3037	369	4	,	,	PUNCT
epaa-3037	369	5	36	36	NUM
epaa-3037	369	6	,	,	PUNCT
epaa-3037	369	7	89	89	NUM
epaa-3037	369	8	-	-	SYM
epaa-3037	369	9	100	100	NUM
epaa-3037	369	10	.	.	PUNCT
epaa-3037	370	1	https://doi.org/10.1016/j.gloenvcha.2015.12.001	https://doi.org/10.1016/j.gloenvcha.2015.12.001	NOUN
epaa-3037	370	2	boyd	boyd	PROPN
epaa-3037	370	3	,	,	PUNCT
epaa-3037	370	4	d.	d.	PROPN
epaa-3037	370	5	(	(	PUNCT
epaa-3037	370	6	2010	2010	NUM
epaa-3037	370	7	,	,	PUNCT
epaa-3037	370	8	january	january	PROPN
epaa-3037	370	9	25	25	NUM
epaa-3037	370	10	)	)	PUNCT
epaa-3037	370	11	.	.	PUNCT
epaa-3037	371	1	public	public	ADJ
epaa-3037	371	2	by	by	ADP
epaa-3037	371	3	default	default	NOUN
epaa-3037	371	4	,	,	PUNCT
epaa-3037	371	5	private	private	ADJ
epaa-3037	371	6	when	when	SCONJ
epaa-3037	371	7	necessary	necessary	ADJ
epaa-3037	371	8	[	[	X
epaa-3037	371	9	web	web	NOUN
epaa-3037	371	10	log	log	NOUN
epaa-3037	371	11	post	post	NOUN
epaa-3037	371	12	]	]	X
epaa-3037	371	13	.	.	PUNCT
epaa-3037	372	1	retrieved	retrieve	VERB
epaa-3037	372	2	from	from	ADP
epaa-3037	372	3	http://dmlcentral.net/public-by-default-private-when-necessary/	http://dmlcentral.net/public-by-default-private-when-necessary/	PROPN
epaa-3037	372	4	boyd	boyd	PROPN
epaa-3037	372	5	,	,	PUNCT
epaa-3037	372	6	d.	d.	PROPN
epaa-3037	372	7	,	,	PUNCT
epaa-3037	372	8	&	&	CCONJ
epaa-3037	372	9	crawford	crawford	PROPN
epaa-3037	372	10	,	,	PUNCT
epaa-3037	372	11	k.	k.	PROPN
epaa-3037	372	12	(	(	PUNCT
epaa-3037	372	13	2012	2012	NUM
epaa-3037	372	14	)	)	PUNCT
epaa-3037	372	15	.	.	PUNCT
epaa-3037	373	1	critical	critical	ADJ
epaa-3037	373	2	questions	question	NOUN
epaa-3037	373	3	for	for	ADP
epaa-3037	373	4	big	big	ADJ
epaa-3037	373	5	data	datum	NOUN
epaa-3037	373	6	:	:	PUNCT
epaa-3037	373	7	provocations	provocation	NOUN
epaa-3037	373	8	for	for	ADP
epaa-3037	373	9	a	a	DET
epaa-3037	373	10	cultural	cultural	ADJ
epaa-3037	373	11	,	,	PUNCT
epaa-3037	373	12	technological	technological	ADJ
epaa-3037	373	13	,	,	PUNCT
epaa-3037	373	14	and	and	CCONJ
epaa-3037	373	15	scholarly	scholarly	ADJ
epaa-3037	373	16	phenomenon	phenomenon	NOUN
epaa-3037	373	17	.	.	PUNCT
epaa-3037	374	1	information	information	NOUN
epaa-3037	374	2	,	,	PUNCT
epaa-3037	374	3	communication	communication	NOUN
epaa-3037	374	4	and	and	CCONJ
epaa-3037	374	5	society	society	NOUN
epaa-3037	374	6	,	,	PUNCT
epaa-3037	374	7	15(5	15(5	NUM
epaa-3037	374	8	)	)	PUNCT
epaa-3037	374	9	,	,	PUNCT
epaa-3037	374	10	662	662	NUM
epaa-3037	374	11	–	–	PUNCT
epaa-3037	374	12	679	679	NUM
epaa-3037	374	13	.	.	PUNCT
epaa-3037	375	1	https://doi.org/10.1080/1369118x.2012.678878	https://doi.org/10.1080/1369118x.2012.678878	PROPN
epaa-3037	375	2	burstein	burstein	NOUN
epaa-3037	375	3	,	,	PUNCT
epaa-3037	375	4	p.	p.	NOUN
epaa-3037	375	5	(	(	PUNCT
epaa-3037	375	6	2003	2003	NUM
epaa-3037	375	7	)	)	PUNCT
epaa-3037	375	8	.	.	PUNCT
epaa-3037	376	1	the	the	DET
epaa-3037	376	2	impact	impact	NOUN
epaa-3037	376	3	of	of	ADP
epaa-3037	376	4	public	public	ADJ
epaa-3037	376	5	opinion	opinion	NOUN
epaa-3037	376	6	on	on	ADP
epaa-3037	376	7	public	public	ADJ
epaa-3037	376	8	policy	policy	NOUN
epaa-3037	376	9	:	:	PUNCT
epaa-3037	376	10	a	a	DET
epaa-3037	376	11	review	review	NOUN
epaa-3037	376	12	and	and	CCONJ
epaa-3037	376	13	an	an	DET
epaa-3037	376	14	agenda	agenda	NOUN
epaa-3037	376	15	.	.	PUNCT
epaa-3037	377	1	political	political	ADJ
epaa-3037	377	2	research	research	NOUN
epaa-3037	377	3	quarterly	quarterly	ADV
epaa-3037	377	4	,	,	PUNCT
epaa-3037	377	5	56(1	56(1	NUM
epaa-3037	377	6	)	)	PUNCT
epaa-3037	377	7	,	,	PUNCT
epaa-3037	377	8	29–40	29–40	NUM
epaa-3037	377	9	.	.	PUNCT
epaa-3037	377	10	https://doi.org/10.1177/106591290305600103	https://doi.org/10.1177/106591290305600103	PROPN
epaa-3037	378	1	chen	chen	PROPN
epaa-3037	378	2	,	,	PUNCT
epaa-3037	378	3	x.	x.	PROPN
epaa-3037	378	4	,	,	PUNCT
epaa-3037	378	5	cho	cho	PROPN
epaa-3037	378	6	,	,	PUNCT
epaa-3037	378	7	y.	y.	PROPN
epaa-3037	378	8	,	,	PUNCT
epaa-3037	378	9	&	&	CCONJ
epaa-3037	378	10	jang	jang	PROPN
epaa-3037	378	11	,	,	PUNCT
epaa-3037	378	12	s.	s.	PROPN
epaa-3037	378	13	(	(	PUNCT
epaa-3037	378	14	2015	2015	NUM
epaa-3037	378	15	,	,	PUNCT
epaa-3037	378	16	april	april	PROPN
epaa-3037	378	17	24	24	NUM
epaa-3037	378	18	)	)	PUNCT
epaa-3037	378	19	.	.	PUNCT
epaa-3037	379	1	crime	crime	NOUN
epaa-3037	379	2	prediction	prediction	NOUN
epaa-3037	379	3	using	use	VERB
epaa-3037	379	4	twitter	twitter	NOUN
epaa-3037	379	5	sentiment	sentiment	NOUN
epaa-3037	379	6	and	and	CCONJ
epaa-3037	379	7	weather	weather	NOUN
epaa-3037	379	8	.	.	PUNCT
epaa-3037	380	1	paper	paper	NOUN
epaa-3037	380	2	presented	present	VERB
epaa-3037	380	3	at	at	ADP
epaa-3037	380	4	systems	system	NOUN
epaa-3037	380	5	and	and	CCONJ
epaa-3037	380	6	information	information	NOUN
epaa-3037	380	7	engineering	engineering	NOUN
epaa-3037	380	8	design	design	NOUN
epaa-3037	380	9	symposium	symposium	NOUN
epaa-3037	380	10	.	.	PUNCT
epaa-3037	381	1	charlottesville	charlottesville	PROPN
epaa-3037	381	2	,	,	PUNCT
epaa-3037	381	3	va	va	PROPN
epaa-3037	381	4	.	.	PUNCT
epaa-3037	382	1	https://doi.org/10.1109/sieds.2015.7117012	https://doi.org/10.1109/sieds.2015.7117012	PROPN
epaa-3037	382	2	chung	chung	PROPN
epaa-3037	382	3	,	,	PUNCT
epaa-3037	382	4	w.	w.	PROPN
epaa-3037	382	5	,	,	PUNCT
epaa-3037	382	6	&	&	CCONJ
epaa-3037	382	7	zeng	zeng	PROPN
epaa-3037	382	8	.	.	PUNCT
epaa-3037	383	1	d.	d.	PROPN
epaa-3037	383	2	(	(	PUNCT
epaa-3037	383	3	2015	2015	NUM
epaa-3037	383	4	)	)	PUNCT
epaa-3037	383	5	.	.	PUNCT
epaa-3037	384	1	social	social	ADJ
epaa-3037	384	2	-	-	PUNCT
epaa-3037	384	3	media	media	NOUN
epaa-3037	384	4	-	-	PUNCT
epaa-3037	384	5	based	base	VERB
epaa-3037	384	6	public	public	ADJ
epaa-3037	384	7	policy	policy	NOUN
epaa-3037	384	8	informatics	informatic	NOUN
epaa-3037	384	9	:	:	PUNCT
epaa-3037	384	10	sentiment	sentiment	NOUN
epaa-3037	384	11	and	and	CCONJ
epaa-3037	384	12	network	network	NOUN
epaa-3037	384	13	analyses	analysis	NOUN
epaa-3037	384	14	of	of	ADP
epaa-3037	384	15	u.s	u.s	PROPN
epaa-3037	384	16	.	.	PROPN
epaa-3037	384	17	immigration	immigration	NOUN
epaa-3037	384	18	and	and	CCONJ
epaa-3037	384	19	border	border	NOUN
epaa-3037	384	20	security	security	NOUN
epaa-3037	384	21	.	.	PUNCT
epaa-3037	385	1	journal	journal	NOUN
epaa-3037	385	2	of	of	ADP
epaa-3037	385	3	the	the	DET
epaa-3037	385	4	association	association	NOUN
epaa-3037	385	5	for	for	ADP
epaa-3037	385	6	information	information	NOUN
epaa-3037	385	7	science	science	NOUN
epaa-3037	385	8	and	and	CCONJ
epaa-3037	385	9	technology	technology	NOUN
epaa-3037	385	10	,	,	PUNCT
epaa-3037	385	11	67(7	67(7	NUM
epaa-3037	385	12	)	)	PUNCT
epaa-3037	385	13	,	,	PUNCT
epaa-3037	385	14	1588	1588	NUM
epaa-3037	385	15	-	-	SYM
epaa-3037	385	16	1606	1606	NUM
epaa-3037	385	17	.	.	PUNCT
epaa-3037	386	1	https://doi.org/10.1002/asi.23449	https://doi.org/10.1002/asi.23449	PROPN
epaa-3037	386	2	cobb	cobb	PROPN
epaa-3037	386	3	,	,	PUNCT
epaa-3037	386	4	w.	w.	PROPN
epaa-3037	386	5	n.	n.	PROPN
epaa-3037	386	6	w.	w.	PROPN
epaa-3037	386	7	(	(	PUNCT
epaa-3037	386	8	2015	2015	NUM
epaa-3037	386	9	)	)	PUNCT
epaa-3037	386	10	.	.	PUNCT
epaa-3037	387	1	trending	trend	VERB
epaa-3037	387	2	now	now	ADV
epaa-3037	387	3	:	:	PUNCT
epaa-3037	387	4	using	use	VERB
epaa-3037	387	5	big	big	ADJ
epaa-3037	387	6	data	datum	NOUN
epaa-3037	387	7	to	to	PART
epaa-3037	387	8	examine	examine	VERB
epaa-3037	387	9	public	public	ADJ
epaa-3037	387	10	opinion	opinion	NOUN
epaa-3037	387	11	of	of	ADP
epaa-3037	387	12	space	space	NOUN
epaa-3037	387	13	policy	policy	NOUN
epaa-3037	387	14	.	.	PUNCT
epaa-3037	388	1	space	space	NOUN
epaa-3037	388	2	policy	policy	NOUN
epaa-3037	388	3	,	,	PUNCT
epaa-3037	388	4	32	32	NUM
epaa-3037	388	5	,	,	PUNCT
epaa-3037	388	6	11	11	NUM
epaa-3037	388	7	-	-	SYM
epaa-3037	388	8	16	16	NUM
epaa-3037	388	9	.	.	PUNCT
epaa-3037	389	1	https://doi.org/10.1016/j.spacepol.2015.02.008	https://doi.org/10.1016/j.spacepol.2015.02.008	PROPN
epaa-3037	389	2	diaz	diaz	PROPN
epaa-3037	389	3	,	,	PUNCT
epaa-3037	389	4	f.	f.	PROPN
epaa-3037	389	5	,	,	PUNCT
epaa-3037	389	6	gamon	gamon	NOUN
epaa-3037	389	7	,	,	PUNCT
epaa-3037	389	8	m.	m.	NOUN
epaa-3037	389	9	,	,	PUNCT
epaa-3037	389	10	hofman	hofman	PROPN
epaa-3037	389	11	,	,	PUNCT
epaa-3037	389	12	j.	j.	PROPN
epaa-3037	389	13	m.	m.	PROPN
epaa-3037	389	14	,	,	PUNCT
epaa-3037	389	15	kıcıman	kıcıman	PROPN
epaa-3037	389	16	,	,	PUNCT
epaa-3037	389	17	e.	e.	PROPN
epaa-3037	389	18	,	,	PUNCT
epaa-3037	389	19	&	&	CCONJ
epaa-3037	389	20	rothschild	rothschild	PROPN
epaa-3037	389	21	,	,	PUNCT
epaa-3037	389	22	d.	d.	PROPN
epaa-3037	389	23	(	(	PUNCT
epaa-3037	389	24	2016	2016	NUM
epaa-3037	389	25	)	)	PUNCT
epaa-3037	389	26	.	.	PUNCT
epaa-3037	390	1	online	online	ADJ
epaa-3037	390	2	and	and	CCONJ
epaa-3037	390	3	social	social	ADJ
epaa-3037	390	4	media	medium	NOUN
epaa-3037	390	5	data	datum	NOUN
epaa-3037	390	6	as	as	ADP
epaa-3037	390	7	an	an	DET
epaa-3037	390	8	imperfect	imperfect	ADJ
epaa-3037	390	9	continuous	continuous	ADJ
epaa-3037	390	10	panel	panel	NOUN
epaa-3037	390	11	survey	survey	NOUN
epaa-3037	390	12	.	.	PUNCT
epaa-3037	391	1	plos	plos	PROPN
epaa-3037	391	2	one	one	NUM
epaa-3037	391	3	,	,	PUNCT
epaa-3037	391	4	11(1	11(1	NUM
epaa-3037	391	5	)	)	PUNCT
epaa-3037	391	6	,	,	PUNCT
epaa-3037	391	7	e0145406	e0145406	ADJ
epaa-3037	391	8	.	.	PUNCT
epaa-3037	392	1	https://doi.org/10.1371/journal.pone.0145406	https://doi.org/10.1371/journal.pone.0145406	ADJ
epaa-3037	392	2	education	education	NOUN
epaa-3037	392	3	policy	policy	NOUN
epaa-3037	392	4	analysis	analysis	NOUN
epaa-3037	392	5	archives	archive	NOUN
epaa-3037	392	6	vol	vol	NOUN
epaa-3037	392	7	.	.	PUNCT
epaa-3037	393	1	25	25	NUM
epaa-3037	393	2	no	no	NOUN
epaa-3037	393	3	.	.	PUNCT
epaa-3037	394	1	94	94	NUM
epaa-3037	394	2	16	16	NUM
epaa-3037	394	3	diesner	diesner	NOUN
epaa-3037	394	4	,	,	PUNCT
epaa-3037	394	5	j.	j.	PROPN
epaa-3037	394	6	,	,	PUNCT
epaa-3037	394	7	&	&	CCONJ
epaa-3037	394	8	carley	carley	PROPN
epaa-3037	394	9	,	,	PUNCT
epaa-3037	394	10	k.	k.	PROPN
epaa-3037	394	11	(	(	PUNCT
epaa-3037	394	12	2005	2005	NUM
epaa-3037	394	13	)	)	PUNCT
epaa-3037	394	14	.	.	PUNCT
epaa-3037	395	1	revealing	reveal	VERB
epaa-3037	395	2	social	social	ADJ
epaa-3037	395	3	structure	structure	NOUN
epaa-3037	395	4	from	from	ADP
epaa-3037	395	5	texts	text	NOUN
epaa-3037	395	6	:	:	PUNCT
epaa-3037	395	7	meta	meta	ADJ
epaa-3037	395	8	-	-	PUNCT
epaa-3037	395	9	matrix	matrix	NOUN
epaa-3037	395	10	text	text	NOUN
epaa-3037	395	11	analysis	analysis	NOUN
epaa-3037	395	12	as	as	ADP
epaa-3037	395	13	a	a	DET
epaa-3037	395	14	novel	novel	ADJ
epaa-3037	395	15	method	method	NOUN
epaa-3037	395	16	for	for	ADP
epaa-3037	395	17	network	network	NOUN
epaa-3037	395	18	text	text	NOUN
epaa-3037	395	19	analysis	analysis	NOUN
epaa-3037	395	20	.	.	PUNCT
epaa-3037	396	1	in	in	ADP
epaa-3037	396	2	v.	v.	PROPN
epaa-3037	396	3	k.	k.	PROPN
epaa-3037	396	4	narayanan	narayanan	PROPN
epaa-3037	396	5	,	,	PUNCT
epaa-3037	396	6	&	&	CCONJ
epaa-3037	396	7	d.	d.	PROPN
epaa-3037	396	8	j.	j.	PROPN
epaa-3037	396	9	armstrong	armstrong	PROPN
epaa-3037	396	10	(	(	PUNCT
epaa-3037	396	11	eds	eds	PROPN
epaa-3037	396	12	.	.	PUNCT
epaa-3037	396	13	)	)	PUNCT
epaa-3037	396	14	,	,	PUNCT
epaa-3037	396	15	causal	causal	NOUN
epaa-3037	396	16	mapping	mapping	NOUN
epaa-3037	396	17	for	for	ADP
epaa-3037	396	18	information	information	NOUN
epaa-3037	396	19	systems	system	NOUN
epaa-3037	396	20	and	and	CCONJ
epaa-3037	396	21	technology	technology	NOUN
epaa-3037	396	22	research	research	NOUN
epaa-3037	396	23	:	:	PUNCT
epaa-3037	396	24	approaches	approach	NOUN
epaa-3037	396	25	,	,	PUNCT
epaa-3037	396	26	advances	advance	NOUN
epaa-3037	396	27	,	,	PUNCT
epaa-3037	396	28	and	and	CCONJ
epaa-3037	396	29	illustrations	illustration	NOUN
epaa-3037	396	30	(	(	PUNCT
epaa-3037	396	31	pp	pp	ADJ
epaa-3037	396	32	.	.	PUNCT
epaa-3037	396	33	81	81	NUM
epaa-3037	396	34	-	-	SYM
epaa-3037	396	35	108	108	NUM
epaa-3037	396	36	)	)	PUNCT
epaa-3037	396	37	.	.	PUNCT
epaa-3037	397	1	hershey	hershey	PROPN
epaa-3037	397	2	,	,	PUNCT
epaa-3037	397	3	pa	pa	PROPN
epaa-3037	397	4	:	:	PUNCT
epaa-3037	397	5	idea	idea	PROPN
epaa-3037	397	6	group	group	NOUN
epaa-3037	397	7	publishing	publishing	NOUN
epaa-3037	397	8	.	.	PUNCT
epaa-3037	398	1	https://doi.org/10.4018/978-1-59140396-8.ch004	https://doi.org/10.4018/978-1-59140396-8.ch004	VERB
epaa-3037	398	2	dodds	dodd	NOUN
epaa-3037	398	3	,	,	PUNCT
epaa-3037	398	4	p.	p.	PROPN
epaa-3037	398	5	s.	s.	PROPN
epaa-3037	398	6	,	,	PUNCT
epaa-3037	398	7	harris	harris	PROPN
epaa-3037	398	8	,	,	PUNCT
epaa-3037	398	9	k.	k.	PROPN
epaa-3037	398	10	d.	d.	PROPN
epaa-3037	398	11	,	,	PUNCT
epaa-3037	398	12	kloumann	kloumann	PROPN
epaa-3037	398	13	,	,	PUNCT
epaa-3037	398	14	i.	i.	PROPN
epaa-3037	398	15	m.	m.	PROPN
epaa-3037	398	16	,	,	PUNCT
epaa-3037	398	17	bliss	bliss	ADJ
epaa-3037	398	18	,	,	PUNCT
epaa-3037	398	19	c.	c.	PROPN
epaa-3037	398	20	a.	a.	PROPN
epaa-3037	398	21	,	,	PUNCT
epaa-3037	398	22	&	&	CCONJ
epaa-3037	398	23	danforth	danforth	PROPN
epaa-3037	398	24	,	,	PUNCT
epaa-3037	398	25	c.	c.	PROPN
epaa-3037	398	26	m.	m.	NOUN
epaa-3037	398	27	(	(	PUNCT
epaa-3037	398	28	2011	2011	NUM
epaa-3037	398	29	)	)	PUNCT
epaa-3037	398	30	.	.	PUNCT
epaa-3037	399	1	temporal	temporal	ADJ
epaa-3037	399	2	patterns	pattern	NOUN
epaa-3037	399	3	of	of	ADP
epaa-3037	399	4	happiness	happiness	NOUN
epaa-3037	399	5	and	and	CCONJ
epaa-3037	399	6	information	information	NOUN
epaa-3037	399	7	in	in	ADP
epaa-3037	399	8	a	a	DET
epaa-3037	399	9	global	global	ADJ
epaa-3037	399	10	social	social	ADJ
epaa-3037	399	11	network	network	NOUN
epaa-3037	399	12	:	:	PUNCT
epaa-3037	399	13	hedonometrics	hedonometric	NOUN
epaa-3037	399	14	and	and	CCONJ
epaa-3037	399	15	twitter	twitter	NOUN
epaa-3037	399	16	.	.	PUNCT
epaa-3037	400	1	plos	plos	PROPN
epaa-3037	400	2	one	one	NUM
epaa-3037	400	3	,	,	PUNCT
epaa-3037	400	4	6(2	6(2	NUM
epaa-3037	400	5	):	):	PUNCT
epaa-3037	400	6	e26752	e26752	NOUN
epaa-3037	400	7	.	.	PUNCT
epaa-3037	400	8	https://doi.org/10.1371/journal.pone.0026752	https://doi.org/10.1371/journal.pone.0026752	PROPN
epaa-3037	400	9	einav	einav	PROPN
epaa-3037	400	10	,	,	PUNCT
epaa-3037	400	11	l.	l.	PROPN
epaa-3037	400	12	,	,	PUNCT
epaa-3037	400	13	&	&	CCONJ
epaa-3037	400	14	levin	levin	PROPN
epaa-3037	400	15	,	,	PUNCT
epaa-3037	400	16	j.	j.	PROPN
epaa-3037	400	17	(	(	PUNCT
epaa-3037	400	18	2014	2014	NUM
epaa-3037	400	19	)	)	PUNCT
epaa-3037	400	20	.	.	PUNCT
epaa-3037	401	1	economics	economic	NOUN
epaa-3037	401	2	in	in	ADP
epaa-3037	401	3	the	the	DET
epaa-3037	401	4	age	age	NOUN
epaa-3037	401	5	of	of	ADP
epaa-3037	401	6	big	big	ADJ
epaa-3037	401	7	data	datum	NOUN
epaa-3037	401	8	.	.	PUNCT
epaa-3037	402	1	science	science	NOUN
epaa-3037	402	2	,	,	PUNCT
epaa-3037	402	3	346	346	NUM
epaa-3037	402	4	(	(	PUNCT
epaa-3037	402	5	6210	6210	NUM
epaa-3037	402	6	)	)	PUNCT
epaa-3037	402	7	,	,	PUNCT
epaa-3037	402	8	715	715	NUM
epaa-3037	402	9	-	-	SYM
epaa-3037	402	10	721	721	NUM
epaa-3037	402	11	.	.	PUNCT
epaa-3037	403	1	https://doi.org/10.1126/science.1243089	https://doi.org/10.1126/science.1243089	PROPN
epaa-3037	403	2	feldman	feldman	PROPN
epaa-3037	403	3	,	,	PUNCT
epaa-3037	403	4	r.	r.	PROPN
epaa-3037	403	5	(	(	PUNCT
epaa-3037	403	6	2013	2013	NUM
epaa-3037	403	7	)	)	PUNCT
epaa-3037	403	8	.	.	PUNCT
epaa-3037	404	1	techniques	technique	NOUN
epaa-3037	404	2	and	and	CCONJ
epaa-3037	404	3	applications	application	NOUN
epaa-3037	404	4	for	for	ADP
epaa-3037	404	5	sentiment	sentiment	NOUN
epaa-3037	404	6	analysis	analysis	NOUN
epaa-3037	404	7	.	.	PUNCT
epaa-3037	405	1	communications	communication	NOUN
epaa-3037	405	2	of	of	ADP
epaa-3037	405	3	the	the	DET
epaa-3037	405	4	acm	acm	NOUN
epaa-3037	405	5	,	,	PUNCT
epaa-3037	405	6	56(4	56(4	PROPN
epaa-3037	405	7	)	)	PUNCT
epaa-3037	405	8	,	,	PUNCT
epaa-3037	405	9	82	82	NUM
epaa-3037	405	10	-	-	SYM
epaa-3037	405	11	89	89	NUM
epaa-3037	405	12	.	.	PUNCT
epaa-3037	405	13	https://doi.org/10.1145/2436256.2436274	https://doi.org/10.1145/2436256.2436274	NOUN
epaa-3037	405	14	feng	feng	PROPN
epaa-3037	405	15	,	,	PUNCT
epaa-3037	405	16	y.	y.	PROPN
epaa-3037	405	17	,	,	PUNCT
epaa-3037	405	18	&	&	CCONJ
epaa-3037	405	19	lapata	lapata	PROPN
epaa-3037	405	20	,	,	PUNCT
epaa-3037	405	21	m.	m.	NOUN
epaa-3037	405	22	(	(	PUNCT
epaa-3037	405	23	2010	2010	NUM
epaa-3037	405	24	)	)	PUNCT
epaa-3037	405	25	.	.	PUNCT
epaa-3037	406	1	topic	topic	NOUN
epaa-3037	406	2	models	model	NOUN
epaa-3037	406	3	for	for	ADP
epaa-3037	406	4	image	image	NOUN
epaa-3037	406	5	annotation	annotation	NOUN
epaa-3037	406	6	and	and	CCONJ
epaa-3037	406	7	text	text	NOUN
epaa-3037	406	8	illustration	illustration	NOUN
epaa-3037	406	9	.	.	PUNCT
epaa-3037	407	1	paper	paper	NOUN
epaa-3037	407	2	presented	present	VERB
epaa-3037	407	3	at	at	ADP
epaa-3037	407	4	the	the	DET
epaa-3037	407	5	human	human	ADJ
epaa-3037	407	6	language	language	NOUN
epaa-3037	407	7	technologies	technology	NOUN
epaa-3037	407	8	:	:	PUNCT
epaa-3037	407	9	the	the	DET
epaa-3037	407	10	2010	2010	NUM
epaa-3037	407	11	annual	annual	ADJ
epaa-3037	407	12	conference	conference	NOUN
epaa-3037	407	13	of	of	ADP
epaa-3037	407	14	the	the	DET
epaa-3037	407	15	north	north	ADJ
epaa-3037	407	16	american	american	ADJ
epaa-3037	407	17	chapter	chapter	NOUN
epaa-3037	407	18	of	of	ADP
epaa-3037	407	19	the	the	DET
epaa-3037	407	20	acl	acl	PROPN
epaa-3037	407	21	,	,	PUNCT
epaa-3037	407	22	los	los	PROPN
epaa-3037	407	23	angeles	angeles	PROPN
epaa-3037	407	24	,	,	PUNCT
epaa-3037	407	25	ca	ca	PROPN
epaa-3037	407	26	,	,	PUNCT
epaa-3037	407	27	june	june	PROPN
epaa-3037	407	28	1	1	NUM
epaa-3037	407	29	-	-	SYM
epaa-3037	407	30	6	6	NUM
epaa-3037	407	31	.	.	PUNCT
epaa-3037	408	1	retrieved	retrieve	VERB
epaa-3037	408	2	from	from	ADP
epaa-3037	408	3	http://www.aclweb.org/anthology/n10-1125	http://www.aclweb.org/anthology/n10-1125	PUNCT
epaa-3037	408	4	fernández	fernández	PROPN
epaa-3037	408	5	-	-	PUNCT
epaa-3037	408	6	gavilanes	gavilanes	NOUN
epaa-3037	408	7	,	,	PUNCT
epaa-3037	408	8	m.	m.	NOUN
epaa-3037	408	9	,	,	PUNCT
epaa-3037	408	10	álvarez	álvarez	NOUN
epaa-3037	408	11	-	-	PUNCT
epaa-3037	408	12	lópez	lópez	NOUN
epaa-3037	408	13	,	,	PUNCT
epaa-3037	408	14	t.	t.	NOUN
epaa-3037	408	15	,	,	PUNCT
epaa-3037	408	16	juncal	juncal	ADJ
epaa-3037	408	17	-	-	PUNCT
epaa-3037	408	18	martínez	martínez	NOUN
epaa-3037	408	19	,	,	PUNCT
epaa-3037	408	20	j.	j.	PROPN
epaa-3037	408	21	,	,	PUNCT
epaa-3037	408	22	costa	costa	PROPN
epaa-3037	408	23	-	-	PUNCT
epaa-3037	408	24	montenegro	montenegro	PROPN
epaa-3037	408	25	,	,	PUNCT
epaa-3037	408	26	e.	e.	PROPN
epaa-3037	408	27	,	,	PUNCT
epaa-3037	408	28	&	&	CCONJ
epaa-3037	408	29	gonzález	gonzález	PROPN
epaa-3037	408	30	-	-	PUNCT
epaa-3037	408	31	castaño	castaño	PROPN
epaa-3037	408	32	,	,	PUNCT
epaa-3037	408	33	f.	f.	PROPN
epaa-3037	408	34	j.	j.	PROPN
epaa-3037	408	35	(	(	PUNCT
epaa-3037	408	36	2016	2016	NUM
epaa-3037	408	37	)	)	PUNCT
epaa-3037	408	38	.	.	PUNCT
epaa-3037	409	1	unsupervised	unsupervised	ADJ
epaa-3037	409	2	method	method	NOUN
epaa-3037	409	3	for	for	ADP
epaa-3037	409	4	sentiment	sentiment	NOUN
epaa-3037	409	5	analysis	analysis	NOUN
epaa-3037	409	6	in	in	ADP
epaa-3037	409	7	online	online	ADJ
epaa-3037	409	8	texts	text	NOUN
epaa-3037	409	9	.	.	PUNCT
epaa-3037	410	1	expert	expert	NOUN
epaa-3037	410	2	systems	system	NOUN
epaa-3037	410	3	with	with	ADP
epaa-3037	410	4	applications	application	NOUN
epaa-3037	410	5	,	,	PUNCT
epaa-3037	410	6	58	58	NUM
epaa-3037	410	7	,	,	PUNCT
epaa-3037	410	8	57	57	NUM
epaa-3037	410	9	-	-	SYM
epaa-3037	410	10	75	75	NUM
epaa-3037	410	11	.	.	PUNCT
epaa-3037	411	1	https://doi.org/10.1016/j.eswa.2016.03.031	https://doi.org/10.1016/j.eswa.2016.03.031	NOUN
epaa-3037	411	2	ferrara	ferrara	NOUN
epaa-3037	411	3	,	,	PUNCT
epaa-3037	411	4	e.	e.	PROPN
epaa-3037	411	5	,	,	PUNCT
epaa-3037	411	6	varol	varol	PROPN
epaa-3037	411	7	,	,	PUNCT
epaa-3037	411	8	o.	o.	PROPN
epaa-3037	411	9	,	,	PUNCT
epaa-3037	411	10	davis	davis	PROPN
epaa-3037	411	11	,	,	PUNCT
epaa-3037	411	12	c.	c.	PROPN
epaa-3037	411	13	,	,	PUNCT
epaa-3037	411	14	menczer	menczer	NOUN
epaa-3037	411	15	,	,	PUNCT
epaa-3037	411	16	f.	f.	PROPN
epaa-3037	411	17	,	,	PUNCT
epaa-3037	411	18	&	&	CCONJ
epaa-3037	411	19	flammini	flammini	PROPN
epaa-3037	411	20	,	,	PUNCT
epaa-3037	411	21	a.	a.	NOUN
epaa-3037	411	22	(	(	PUNCT
epaa-3037	411	23	2016	2016	NUM
epaa-3037	411	24	)	)	PUNCT
epaa-3037	411	25	.	.	PUNCT
epaa-3037	412	1	the	the	DET
epaa-3037	412	2	rise	rise	NOUN
epaa-3037	412	3	of	of	ADP
epaa-3037	412	4	social	social	ADJ
epaa-3037	412	5	bots	bot	NOUN
epaa-3037	412	6	.	.	PUNCT
epaa-3037	413	1	communications	communication	NOUN
epaa-3037	413	2	of	of	ADP
epaa-3037	413	3	the	the	DET
epaa-3037	413	4	acm	acm	NOUN
epaa-3037	413	5	,	,	PUNCT
epaa-3037	413	6	59(7	59(7	NUM
epaa-3037	413	7	)	)	PUNCT
epaa-3037	413	8	,	,	PUNCT
epaa-3037	413	9	96	96	NUM
epaa-3037	413	10	-	-	SYM
epaa-3037	413	11	104	104	NUM
epaa-3037	413	12	.	.	PUNCT
epaa-3037	414	1	https://doi.org/10.1145/2818717	https://doi.org/10.1145/2818717	ADJ
epaa-3037	414	2	fleuren	fleuren	PROPN
epaa-3037	414	3	,	,	PUNCT
epaa-3037	414	4	w.	w.	PROPN
epaa-3037	414	5	w.	w.	PROPN
epaa-3037	414	6	m.	m.	PROPN
epaa-3037	414	7	,	,	PUNCT
epaa-3037	414	8	&	&	CCONJ
epaa-3037	414	9	alkema	alkema	PROPN
epaa-3037	414	10	,	,	PUNCT
epaa-3037	414	11	w.	w.	PROPN
epaa-3037	414	12	(	(	PUNCT
epaa-3037	414	13	2015	2015	NUM
epaa-3037	414	14	)	)	PUNCT
epaa-3037	414	15	.	.	PUNCT
epaa-3037	415	1	application	application	NOUN
epaa-3037	415	2	of	of	ADP
epaa-3037	415	3	text	text	NOUN
epaa-3037	415	4	mining	mining	NOUN
epaa-3037	415	5	in	in	ADP
epaa-3037	415	6	the	the	DET
epaa-3037	415	7	biomedical	biomedical	ADJ
epaa-3037	415	8	domain	domain	NOUN
epaa-3037	415	9	.	.	PUNCT
epaa-3037	416	1	methods	method	NOUN
epaa-3037	416	2	,	,	PUNCT
epaa-3037	416	3	74	74	NUM
epaa-3037	416	4	,	,	PUNCT
epaa-3037	416	5	97	97	NUM
epaa-3037	416	6	-	-	SYM
epaa-3037	416	7	106	106	NUM
epaa-3037	416	8	.	.	PUNCT
epaa-3037	417	1	https://doi.org/10.1016/j.ymeth.2015.01.015	https://doi.org/10.1016/j.ymeth.2015.01.015	NUM
epaa-3037	417	2	golder	golder	NOUN
epaa-3037	417	3	,	,	PUNCT
epaa-3037	417	4	s.	s.	PROPN
epaa-3037	417	5	a.	a.	PROPN
epaa-3037	417	6	,	,	PUNCT
epaa-3037	417	7	&	&	CCONJ
epaa-3037	417	8	macy	macy	PROPN
epaa-3037	417	9	,	,	PUNCT
epaa-3037	417	10	m.	m.	PROPN
epaa-3037	417	11	w.	w.	PROPN
epaa-3037	417	12	(	(	PUNCT
epaa-3037	417	13	2011	2011	NUM
epaa-3037	417	14	)	)	PUNCT
epaa-3037	417	15	.	.	PUNCT
epaa-3037	418	1	diurnal	diurnal	ADJ
epaa-3037	418	2	and	and	CCONJ
epaa-3037	418	3	seasonal	seasonal	ADJ
epaa-3037	418	4	mood	mood	NOUN
epaa-3037	418	5	vary	vary	VERB
epaa-3037	418	6	with	with	ADP
epaa-3037	418	7	work	work	NOUN
epaa-3037	418	8	,	,	PUNCT
epaa-3037	418	9	sleep	sleep	NOUN
epaa-3037	418	10	,	,	PUNCT
epaa-3037	418	11	and	and	CCONJ
epaa-3037	418	12	daylength	daylength	NOUN
epaa-3037	418	13	across	across	ADP
epaa-3037	418	14	diverse	diverse	ADJ
epaa-3037	418	15	cultures	culture	NOUN
epaa-3037	418	16	.	.	PUNCT
epaa-3037	419	1	science	science	NOUN
epaa-3037	419	2	,	,	PUNCT
epaa-3037	419	3	333(6051	333(6051	NUM
epaa-3037	419	4	)	)	PUNCT
epaa-3037	419	5	,	,	PUNCT
epaa-3037	419	6	1878	1878	NUM
epaa-3037	419	7	-	-	SYM
epaa-3037	419	8	1881	1881	NUM
epaa-3037	419	9	.	.	PUNCT
epaa-3037	420	1	https://doi.org/10.1126/science.1202775	https://doi.org/10.1126/science.1202775	ADV
epaa-3037	420	2	goldstone	goldstone	NOUN
epaa-3037	420	3	,	,	PUNCT
epaa-3037	420	4	a	a	PRON
epaa-3037	420	5	,	,	PUNCT
epaa-3037	420	6	&	&	CCONJ
epaa-3037	420	7	underwood	underwood	PROPN
epaa-3037	420	8	.	.	PUNCT
epaa-3037	421	1	t.	t.	X
epaa-3037	421	2	(	(	PUNCT
epaa-3037	421	3	2014	2014	NUM
epaa-3037	421	4	)	)	PUNCT
epaa-3037	421	5	.	.	PUNCT
epaa-3037	422	1	the	the	DET
epaa-3037	422	2	quiet	quiet	ADJ
epaa-3037	422	3	transformation	transformation	NOUN
epaa-3037	422	4	of	of	ADP
epaa-3037	422	5	literary	literary	ADJ
epaa-3037	422	6	studies	study	NOUN
epaa-3037	422	7	:	:	PUNCT
epaa-3037	422	8	what	what	PRON
epaa-3037	422	9	thirteen	thirteen	NUM
epaa-3037	422	10	thousand	thousand	NUM
epaa-3037	422	11	scholars	scholar	NOUN
epaa-3037	422	12	could	could	AUX
epaa-3037	422	13	tell	tell	VERB
epaa-3037	422	14	us	we	PRON
epaa-3037	422	15	.	.	PUNCT
epaa-3037	423	1	new	new	ADJ
epaa-3037	423	2	literacy	literacy	NOUN
epaa-3037	423	3	history	history	NOUN
epaa-3037	423	4	,	,	PUNCT
epaa-3037	423	5	45(3	45(3	NUM
epaa-3037	423	6	)	)	PUNCT
epaa-3037	423	7	,	,	PUNCT
epaa-3037	423	8	359	359	NUM
epaa-3037	423	9	-	-	SYM
epaa-3037	423	10	384	384	NUM
epaa-3037	423	11	.	.	PUNCT
epaa-3037	424	1	https://doi.org/10.1353/nlh.2014.0025	https://doi.org/10.1353/nlh.2014.0025	PROPN
epaa-3037	424	2	gormley	gormley	PROPN
epaa-3037	424	3	jr	jr	PROPN
epaa-3037	424	4	.	.	PROPN
epaa-3037	424	5	,	,	PUNCT
epaa-3037	424	6	w.	w.	PROPN
epaa-3037	424	7	t.	t.	PROPN
epaa-3037	424	8	(	(	PUNCT
epaa-3037	424	9	2016	2016	NUM
epaa-3037	424	10	)	)	PUNCT
epaa-3037	424	11	.	.	PUNCT
epaa-3037	425	1	from	from	ADP
epaa-3037	425	2	science	science	NOUN
epaa-3037	425	3	to	to	ADP
epaa-3037	425	4	policy	policy	NOUN
epaa-3037	425	5	in	in	ADP
epaa-3037	425	6	early	early	ADJ
epaa-3037	425	7	childhood	childhood	NOUN
epaa-3037	425	8	education	education	NOUN
epaa-3037	425	9	.	.	PUNCT
epaa-3037	426	1	science	science	NOUN
epaa-3037	426	2	,	,	PUNCT
epaa-3037	426	3	333	333	NUM
epaa-3037	426	4	,	,	PUNCT
epaa-3037	426	5	978	978	NUM
epaa-3037	426	6	-	-	SYM
epaa-3037	426	7	981	981	NUM
epaa-3037	426	8	.	.	PUNCT
epaa-3037	426	9	https://doi.org/10.1126/science.1206150	https://doi.org/10.1126/science.1206150	PROPN
epaa-3037	426	10	grimmer	grim	ADJ
epaa-3037	426	11	,	,	PUNCT
epaa-3037	426	12	j.	j.	PROPN
epaa-3037	426	13	(	(	PUNCT
epaa-3037	426	14	2010	2010	NUM
epaa-3037	426	15	)	)	PUNCT
epaa-3037	426	16	.	.	PUNCT
epaa-3037	427	1	a	a	DET
epaa-3037	427	2	bayesian	bayesian	NOUN
epaa-3037	427	3	hierarchical	hierarchical	ADJ
epaa-3037	427	4	topic	topic	NOUN
epaa-3037	427	5	model	model	NOUN
epaa-3037	427	6	for	for	ADP
epaa-3037	427	7	political	political	ADJ
epaa-3037	427	8	texts	text	NOUN
epaa-3037	427	9	:	:	PUNCT
epaa-3037	427	10	measuring	measure	VERB
epaa-3037	427	11	expressed	express	VERB
epaa-3037	427	12	agendas	agenda	NOUN
epaa-3037	427	13	in	in	ADP
epaa-3037	427	14	senate	senate	PROPN
epaa-3037	427	15	press	press	NOUN
epaa-3037	427	16	releases	release	NOUN
epaa-3037	427	17	.	.	PUNCT
epaa-3037	428	1	political	political	ADJ
epaa-3037	428	2	analysis	analysis	NOUN
epaa-3037	428	3	,	,	PUNCT
epaa-3037	428	4	18(1	18(1	NUM
epaa-3037	428	5	)	)	PUNCT
epaa-3037	428	6	,	,	PUNCT
epaa-3037	428	7	1	1	NUM
epaa-3037	428	8	-	-	SYM
epaa-3037	428	9	35	35	NUM
epaa-3037	428	10	.	.	PUNCT
epaa-3037	429	1	https://doi.org/10.1093/pan/mpp034	https://doi.org/10.1093/pan/mpp034	ADJ
epaa-3037	429	2	grimmer	grim	ADJ
epaa-3037	429	3	,	,	PUNCT
epaa-3037	429	4	j.	j.	PROPN
epaa-3037	429	5	,	,	PUNCT
epaa-3037	429	6	&	&	CCONJ
epaa-3037	429	7	stewart	stewart	PROPN
epaa-3037	429	8	,	,	PUNCT
epaa-3037	429	9	b.	b.	PROPN
epaa-3037	429	10	m.	m.	PROPN
epaa-3037	429	11	(	(	PUNCT
epaa-3037	429	12	2013	2013	NUM
epaa-3037	429	13	)	)	PUNCT
epaa-3037	429	14	.	.	PUNCT
epaa-3037	430	1	text	text	NOUN
epaa-3037	430	2	as	as	ADP
epaa-3037	430	3	data	datum	NOUN
epaa-3037	430	4	:	:	PUNCT
epaa-3037	430	5	the	the	DET
epaa-3037	430	6	promise	promise	NOUN
epaa-3037	430	7	and	and	CCONJ
epaa-3037	430	8	pitfalls	pitfall	NOUN
epaa-3037	430	9	of	of	ADP
epaa-3037	430	10	automatic	automatic	ADJ
epaa-3037	430	11	content	content	NOUN
epaa-3037	430	12	analysis	analysis	NOUN
epaa-3037	430	13	methods	method	NOUN
epaa-3037	430	14	for	for	ADP
epaa-3037	430	15	political	political	ADJ
epaa-3037	430	16	texts	text	NOUN
epaa-3037	430	17	.	.	PUNCT
epaa-3037	431	1	political	political	ADJ
epaa-3037	431	2	analysis	analysis	NOUN
epaa-3037	431	3	,	,	PUNCT
epaa-3037	431	4	21(3	21(3	NUM
epaa-3037	431	5	)	)	PUNCT
epaa-3037	431	6	,	,	PUNCT
epaa-3037	431	7	267	267	NUM
epaa-3037	431	8	-	-	SYM
epaa-3037	431	9	297	297	NUM
epaa-3037	431	10	.	.	PUNCT
epaa-3037	432	1	https://doi.org/10.1093/pan/mps028	https://doi.org/10.1093/pan/mps028	PROPN
epaa-3037	432	2	grün	grün	PROPN
epaa-3037	432	3	,	,	PUNCT
epaa-3037	432	4	b.	b.	PROPN
epaa-3037	432	5	,	,	PUNCT
epaa-3037	432	6	&	&	CCONJ
epaa-3037	432	7	hornik	hornik	PROPN
epaa-3037	432	8	,	,	PUNCT
epaa-3037	432	9	k.	k.	PROPN
epaa-3037	432	10	(	(	PUNCT
epaa-3037	432	11	2011	2011	NUM
epaa-3037	432	12	)	)	PUNCT
epaa-3037	432	13	.	.	PUNCT
epaa-3037	433	1	topicmodels	topicmodel	NOUN
epaa-3037	433	2	:	:	PUNCT
epaa-3037	433	3	an	an	DET
epaa-3037	433	4	r	r	NOUN
epaa-3037	433	5	package	package	NOUN
epaa-3037	433	6	for	for	ADP
epaa-3037	433	7	fitting	fitting	ADJ
epaa-3037	433	8	topic	topic	NOUN
epaa-3037	433	9	models	model	NOUN
epaa-3037	433	10	.	.	PUNCT
epaa-3037	434	1	journal	journal	NOUN
epaa-3037	434	2	of	of	ADP
epaa-3037	434	3	statistical	statistical	ADJ
epaa-3037	434	4	software	software	NOUN
epaa-3037	434	5	,	,	PUNCT
epaa-3037	434	6	40(13	40(13	NOUN
epaa-3037	434	7	)	)	PUNCT
epaa-3037	434	8	,	,	PUNCT
epaa-3037	434	9	1	1	NUM
epaa-3037	434	10	-	-	SYM
epaa-3037	434	11	30	30	NUM
epaa-3037	434	12	.	.	PUNCT
epaa-3037	435	1	https://doi.org/10.18637/jss.v040.i13	https://doi.org/10.18637/jss.v040.i13	PROPN
epaa-3037	435	2	gutierrez	gutierrez	PROPN
epaa-3037	435	3	,	,	PUNCT
epaa-3037	435	4	c.	c.	PROPN
epaa-3037	435	5	,	,	PUNCT
epaa-3037	435	6	figuerias	figueria	NOUN
epaa-3037	435	7	,	,	PUNCT
epaa-3037	435	8	p.	p.	PROPN
epaa-3037	435	9	,	,	PUNCT
epaa-3037	435	10	oliveira	oliveira	PROPN
epaa-3037	435	11	,	,	PUNCT
epaa-3037	435	12	p.	p.	NOUN
epaa-3037	435	13	,	,	PUNCT
epaa-3037	435	14	costa	costa	PROPN
epaa-3037	435	15	,	,	PUNCT
epaa-3037	435	16	r.	r.	PROPN
epaa-3037	435	17	,	,	PUNCT
epaa-3037	435	18	&	&	CCONJ
epaa-3037	435	19	jardim	jardim	PROPN
epaa-3037	435	20	-	-	PUNCT
epaa-3037	435	21	goncalves	goncalve	NOUN
epaa-3037	435	22	,	,	PUNCT
epaa-3037	435	23	r.	r.	PROPN
epaa-3037	435	24	(	(	PUNCT
epaa-3037	435	25	2015	2015	NUM
epaa-3037	435	26	)	)	PUNCT
epaa-3037	435	27	.	.	PUNCT
epaa-3037	436	1	twitter	twitter	NOUN
epaa-3037	436	2	mining	mining	NOUN
epaa-3037	436	3	for	for	ADP
epaa-3037	436	4	traffic	traffic	NOUN
epaa-3037	436	5	events	event	NOUN
epaa-3037	436	6	detection	detection	NOUN
epaa-3037	436	7	.	.	PUNCT
epaa-3037	437	1	paper	paper	NOUN
epaa-3037	437	2	presented	present	VERB
epaa-3037	437	3	at	at	ADP
epaa-3037	437	4	the	the	DET
epaa-3037	437	5	science	science	NOUN
epaa-3037	437	6	and	and	CCONJ
epaa-3037	437	7	information	information	NOUN
epaa-3037	437	8	conference	conference	NOUN
epaa-3037	437	9	,	,	PUNCT
epaa-3037	437	10	london	london	PROPN
epaa-3037	437	11	,	,	PUNCT
epaa-3037	437	12	july	july	PROPN
epaa-3037	437	13	28	28	NUM
epaa-3037	437	14	-	-	SYM
epaa-3037	437	15	30	30	NUM
epaa-3037	437	16	.	.	PUNCT
epaa-3037	438	1	https://doi.org/10.1109/sai.2015.7237170	https://doi.org/10.1109/sai.2015.7237170	PROPN
epaa-3037	438	2	hargittai	hargittai	PROPN
epaa-3037	438	3	,	,	PUNCT
epaa-3037	438	4	e.	e.	PROPN
epaa-3037	438	5	(	(	PUNCT
epaa-3037	438	6	2015	2015	NUM
epaa-3037	438	7	)	)	PUNCT
epaa-3037	438	8	.	.	PUNCT
epaa-3037	438	9	is	be	AUX
epaa-3037	438	10	bigger	big	ADJ
epaa-3037	438	11	always	always	ADV
epaa-3037	438	12	better	well	ADJ
epaa-3037	438	13	?	?	PUNCT
epaa-3037	439	1	potential	potential	ADJ
epaa-3037	439	2	biases	bias	NOUN
epaa-3037	439	3	of	of	ADP
epaa-3037	439	4	big	big	ADJ
epaa-3037	439	5	data	datum	NOUN
epaa-3037	439	6	derived	derive	VERB
epaa-3037	439	7	from	from	ADP
epaa-3037	439	8	social	social	ADJ
epaa-3037	439	9	network	network	NOUN
epaa-3037	439	10	sites	site	NOUN
epaa-3037	439	11	.	.	PUNCT
epaa-3037	440	1	the	the	DET
epaa-3037	440	2	annals	annal	NOUN
epaa-3037	440	3	of	of	ADP
epaa-3037	440	4	the	the	DET
epaa-3037	440	5	american	american	PROPN
epaa-3037	440	6	academy	academy	PROPN
epaa-3037	440	7	of	of	ADP
epaa-3037	440	8	political	political	ADJ
epaa-3037	440	9	and	and	CCONJ
epaa-3037	440	10	social	social	ADJ
epaa-3037	440	11	science	science	NOUN
epaa-3037	440	12	,	,	PUNCT
epaa-3037	440	13	659(1	659(1	NUM
epaa-3037	440	14	)	)	PUNCT
epaa-3037	440	15	,	,	PUNCT
epaa-3037	440	16	63	63	NUM
epaa-3037	440	17	-	-	SYM
epaa-3037	440	18	76	76	NUM
epaa-3037	440	19	.	.	PUNCT
epaa-3037	441	1	https://doi.org/10.1177/0002716215570866	https://doi.org/10.1177/0002716215570866	PROPN
epaa-3037	441	2	hardt	hardt	PROPN
epaa-3037	441	3	,	,	PUNCT
epaa-3037	441	4	m.	m.	NOUN
epaa-3037	441	5	(	(	PUNCT
epaa-3037	441	6	2014	2014	NUM
epaa-3037	441	7	,	,	PUNCT
epaa-3037	441	8	september	september	PROPN
epaa-3037	441	9	26	26	NUM
epaa-3037	441	10	)	)	PUNCT
epaa-3037	441	11	.	.	PUNCT
epaa-3037	442	1	how	how	SCONJ
epaa-3037	442	2	big	big	ADJ
epaa-3037	442	3	data	data	NOUN
epaa-3037	442	4	is	be	AUX
epaa-3037	442	5	unfair	unfair	ADJ
epaa-3037	442	6	.	.	PUNCT
epaa-3037	443	1	medium	medium	ADJ
epaa-3037	443	2	.	.	PUNCT
epaa-3037	443	3	retrieved	retrieve	VERB
epaa-3037	443	4	from	from	ADP
epaa-3037	443	5	https://medium.com/@mrtz/how-big-data-is-unfair-9aa544d739de	https://medium.com/@mrtz/how-big-data-is-unfair-9aa544d739de	PROPN
epaa-3037	443	6	education	education	NOUN
epaa-3037	443	7	policy	policy	NOUN
epaa-3037	443	8	research	research	NOUN
epaa-3037	443	9	in	in	ADP
epaa-3037	443	10	the	the	DET
epaa-3037	443	11	big	big	ADJ
epaa-3037	443	12	data	data	PROPN
epaa-3037	443	13	era	era	NOUN
epaa-3037	443	14	17	17	NUM
epaa-3037	443	15	hearst	hearst	PROPN
epaa-3037	443	16	,	,	PUNCT
epaa-3037	443	17	m.a	m.a	PROPN
epaa-3037	443	18	.	.	PROPN
epaa-3037	444	1	(	(	PUNCT
epaa-3037	444	2	1999	1999	NUM
epaa-3037	444	3	)	)	PUNCT
epaa-3037	444	4	.	.	PUNCT
epaa-3037	445	1	untangling	untangle	VERB
epaa-3037	445	2	text	text	NOUN
epaa-3037	445	3	data	datum	NOUN
epaa-3037	445	4	mining	mining	NOUN
epaa-3037	445	5	.	.	PUNCT
epaa-3037	446	1	proceedings	proceeding	NOUN
epaa-3037	446	2	of	of	ADP
epaa-3037	446	3	the	the	DET
epaa-3037	446	4	37th	37th	ADJ
epaa-3037	446	5	annual	annual	ADJ
epaa-3037	446	6	meeting	meeting	NOUN
epaa-3037	446	7	of	of	ADP
epaa-3037	446	8	the	the	DET
epaa-3037	446	9	association	association	NOUN
epaa-3037	446	10	for	for	ADP
epaa-3037	446	11	computational	computational	ADJ
epaa-3037	446	12	linguistics	linguistic	NOUN
epaa-3037	446	13	on	on	ADP
epaa-3037	446	14	computational	computational	ADJ
epaa-3037	446	15	linguistics	linguistic	NOUN
epaa-3037	446	16	(	(	PUNCT
epaa-3037	446	17	pp	pp	ADJ
epaa-3037	446	18	.	.	PUNCT
epaa-3037	447	1	3	3	NUM
epaa-3037	447	2	-	-	SYM
epaa-3037	447	3	10	10	NUM
epaa-3037	447	4	)	)	PUNCT
epaa-3037	447	5	.	.	PUNCT
epaa-3037	448	1	association	association	NOUN
epaa-3037	448	2	for	for	ADP
epaa-3037	448	3	computational	computational	ADJ
epaa-3037	448	4	linguistics	linguistic	NOUN
epaa-3037	448	5	.	.	PUNCT
epaa-3037	449	1	https://doi.org/10.3115/1034678.1034679	https://doi.org/10.3115/1034678.1034679	PROPN
epaa-3037	449	2	henderson	henderson	PROPN
epaa-3037	449	3	,	,	PUNCT
epaa-3037	449	4	j.	j.	PROPN
epaa-3037	449	5	v.	v.	PROPN
epaa-3037	449	6	,	,	PUNCT
epaa-3037	449	7	storeygard	storeygard	NOUN
epaa-3037	449	8	,	,	PUNCT
epaa-3037	449	9	a.	a.	PROPN
epaa-3037	449	10	,	,	PUNCT
epaa-3037	449	11	&	&	CCONJ
epaa-3037	449	12	weil	weil	PROPN
epaa-3037	449	13	,	,	PUNCT
epaa-3037	449	14	d.	d.	PROPN
epaa-3037	449	15	n.	n.	PROPN
epaa-3037	449	16	(	(	PUNCT
epaa-3037	449	17	2012	2012	NUM
epaa-3037	449	18	)	)	PUNCT
epaa-3037	449	19	.	.	PUNCT
epaa-3037	450	1	measuring	measure	VERB
epaa-3037	450	2	economic	economic	ADJ
epaa-3037	450	3	growth	growth	NOUN
epaa-3037	450	4	from	from	ADP
epaa-3037	450	5	outer	outer	ADJ
epaa-3037	450	6	space	space	NOUN
epaa-3037	450	7	.	.	PUNCT
epaa-3037	451	1	american	american	PROPN
epaa-3037	451	2	economic	economic	PROPN
epaa-3037	451	3	review	review	PROPN
epaa-3037	451	4	,	,	PUNCT
epaa-3037	451	5	102(2	102(2	NUM
epaa-3037	451	6	)	)	PUNCT
epaa-3037	451	7	,	,	PUNCT
epaa-3037	451	8	994	994	NUM
epaa-3037	451	9	-	-	SYM
epaa-3037	451	10	1028	1028	NUM
epaa-3037	451	11	.	.	PUNCT
epaa-3037	452	1	https://doi.org/10.1257/aer.102.2.994	https://doi.org/10.1257/aer.102.2.994	PROPN
epaa-3037	452	2	henderson	henderson	PROPN
epaa-3037	452	3	,	,	PUNCT
epaa-3037	452	4	m.	m.	PROPN
epaa-3037	452	5	b.	b.	PROPN
epaa-3037	452	6	,	,	PUNCT
epaa-3037	452	7	peterson	peterson	PROPN
epaa-3037	452	8	,	,	PUNCT
epaa-3037	452	9	p.	p.	PROPN
epaa-3037	452	10	e.	e.	PROPN
epaa-3037	452	11	,	,	PUNCT
epaa-3037	452	12	&	&	CCONJ
epaa-3037	452	13	west	west	PROPN
epaa-3037	452	14	,	,	PUNCT
epaa-3037	452	15	m.	m.	PROPN
epaa-3037	452	16	r.	r.	PROPN
epaa-3037	452	17	(	(	PUNCT
epaa-3037	452	18	2016	2016	NUM
epaa-3037	452	19	)	)	PUNCT
epaa-3037	452	20	.	.	PUNCT
epaa-3037	453	1	the	the	DET
epaa-3037	453	2	2015	2015	NUM
epaa-3037	453	3	ednext	ednext	ADJ
epaa-3037	453	4	poll	poll	NOUN
epaa-3037	453	5	on	on	ADP
epaa-3037	453	6	school	school	NOUN
epaa-3037	453	7	reform	reform	NOUN
epaa-3037	453	8	.	.	PUNCT
epaa-3037	454	1	education	education	NOUN
epaa-3037	454	2	next	next	ADV
epaa-3037	454	3	,	,	PUNCT
epaa-3037	454	4	16(1	16(1	NUM
epaa-3037	454	5	)	)	PUNCT
epaa-3037	454	6	,	,	PUNCT
epaa-3037	454	7	8–20	8–20	PROPN
epaa-3037	454	8	.	.	PUNCT
epaa-3037	455	1	howison	howison	PROPN
epaa-3037	455	2	,	,	PUNCT
epaa-3037	455	3	j.	j.	PROPN
epaa-3037	455	4	,	,	PUNCT
epaa-3037	455	5	wiggins	wiggins	PROPN
epaa-3037	455	6	,	,	PUNCT
epaa-3037	455	7	a.	a.	PROPN
epaa-3037	455	8	,	,	PUNCT
epaa-3037	455	9	&	&	CCONJ
epaa-3037	455	10	crowston	crowston	PROPN
epaa-3037	455	11	,	,	PUNCT
epaa-3037	455	12	k.	k.	PROPN
epaa-3037	455	13	(	(	PUNCT
epaa-3037	455	14	2011	2011	NUM
epaa-3037	455	15	)	)	PUNCT
epaa-3037	455	16	.	.	PUNCT
epaa-3037	456	1	validity	validity	NOUN
epaa-3037	456	2	issues	issue	NOUN
epaa-3037	456	3	in	in	ADP
epaa-3037	456	4	the	the	DET
epaa-3037	456	5	use	use	NOUN
epaa-3037	456	6	of	of	ADP
epaa-3037	456	7	social	social	ADJ
epaa-3037	456	8	network	network	NOUN
epaa-3037	456	9	analysis	analysis	NOUN
epaa-3037	456	10	with	with	ADP
epaa-3037	456	11	digital	digital	ADJ
epaa-3037	456	12	trace	trace	NOUN
epaa-3037	456	13	data	datum	NOUN
epaa-3037	456	14	.	.	PUNCT
epaa-3037	457	1	journal	journal	NOUN
epaa-3037	457	2	of	of	ADP
epaa-3037	457	3	the	the	DET
epaa-3037	457	4	association	association	NOUN
epaa-3037	457	5	for	for	ADP
epaa-3037	457	6	information	information	NOUN
epaa-3037	457	7	systems	system	NOUN
epaa-3037	457	8	,	,	PUNCT
epaa-3037	457	9	12(12	12(12	NUM
epaa-3037	457	10	)	)	PUNCT
epaa-3037	457	11	,	,	PUNCT
epaa-3037	457	12	767–797	767–797	NUM
epaa-3037	457	13	.	.	PUNCT
epaa-3037	458	1	lazer	lazer	NOUN
epaa-3037	458	2	,	,	PUNCT
epaa-3037	458	3	d.	d.	PROPN
epaa-3037	458	4	,	,	PUNCT
epaa-3037	458	5	kennedy	kennedy	PROPN
epaa-3037	458	6	,	,	PUNCT
epaa-3037	458	7	r.	r.	PROPN
epaa-3037	458	8	,	,	PUNCT
epaa-3037	458	9	king	king	NOUN
epaa-3037	458	10	,	,	PUNCT
epaa-3037	458	11	k.	k.	PROPN
epaa-3037	458	12	,	,	PUNCT
epaa-3037	458	13	&	&	CCONJ
epaa-3037	458	14	vespignani	vespignani	PROPN
epaa-3037	458	15	,	,	PUNCT
epaa-3037	458	16	a.	a.	NOUN
epaa-3037	458	17	(	(	PUNCT
epaa-3037	458	18	2014	2014	NUM
epaa-3037	458	19	)	)	PUNCT
epaa-3037	458	20	.	.	PUNCT
epaa-3037	459	1	the	the	DET
epaa-3037	459	2	parable	parable	ADJ
epaa-3037	459	3	of	of	ADP
epaa-3037	459	4	google	google	PROPN
epaa-3037	459	5	flu	flu	PROPN
epaa-3037	459	6	:	:	PUNCT
epaa-3037	459	7	traps	trap	NOUN
epaa-3037	459	8	in	in	ADP
epaa-3037	459	9	big	big	ADJ
epaa-3037	459	10	data	datum	NOUN
epaa-3037	459	11	analysis	analysis	NOUN
epaa-3037	459	12	.	.	PUNCT
epaa-3037	460	1	science	science	NOUN
epaa-3037	460	2	,	,	PUNCT
epaa-3037	460	3	343	343	NUM
epaa-3037	460	4	,	,	PUNCT
epaa-3037	460	5	1203	1203	NUM
epaa-3037	460	6	-	-	SYM
epaa-3037	460	7	1205	1205	NUM
epaa-3037	460	8	.	.	PUNCT
epaa-3037	461	1	https://doi.org/10.1126/science.1248506	https://doi.org/10.1126/science.1248506	PROPN
epaa-3037	461	2	jacobsen	jacobsen	PROPN
epaa-3037	461	3	,	,	PUNCT
epaa-3037	461	4	r.	r.	PROPN
epaa-3037	461	5	,	,	PUNCT
epaa-3037	461	6	snyder	snyder	PROPN
epaa-3037	461	7	,	,	PUNCT
epaa-3037	461	8	j.	j.	PROPN
epaa-3037	461	9	w.	w.	PROPN
epaa-3037	461	10	,	,	PUNCT
epaa-3037	461	11	&	&	CCONJ
epaa-3037	461	12	saultz	saultz	PROPN
epaa-3037	461	13	,	,	PUNCT
epaa-3037	461	14	a.	a.	NOUN
epaa-3037	461	15	(	(	PUNCT
epaa-3037	461	16	2014	2014	NUM
epaa-3037	461	17	)	)	PUNCT
epaa-3037	461	18	.	.	PUNCT
epaa-3037	462	1	informing	inform	VERB
epaa-3037	462	2	or	or	CCONJ
epaa-3037	462	3	shaping	shape	VERB
epaa-3037	462	4	public	public	ADJ
epaa-3037	462	5	opinion	opinion	NOUN
epaa-3037	462	6	?	?	PUNCT
epaa-3037	463	1	the	the	DET
epaa-3037	463	2	influence	influence	NOUN
epaa-3037	463	3	of	of	ADP
epaa-3037	463	4	school	school	NOUN
epaa-3037	463	5	accountability	accountability	NOUN
epaa-3037	463	6	data	data	NOUN
epaa-3037	463	7	format	format	NOUN
epaa-3037	463	8	on	on	ADP
epaa-3037	463	9	public	public	ADJ
epaa-3037	463	10	perceptions	perception	NOUN
epaa-3037	463	11	of	of	ADP
epaa-3037	463	12	school	school	NOUN
epaa-3037	463	13	quality	quality	NOUN
epaa-3037	463	14	.	.	PUNCT
epaa-3037	464	1	american	american	PROPN
epaa-3037	464	2	journal	journal	PROPN
epaa-3037	464	3	of	of	ADP
epaa-3037	464	4	education	education	NOUN
epaa-3037	464	5	,	,	PUNCT
epaa-3037	464	6	121(1	121(1	NUM
epaa-3037	464	7	)	)	PUNCT
epaa-3037	464	8	,	,	PUNCT
epaa-3037	464	9	1–27	1–27	PROPN
epaa-3037	464	10	.	.	PUNCT
epaa-3037	464	11	https://doi.org/10.1086/678136	https://doi.org/10.1086/678136	PROPN
epaa-3037	465	1	jahanbakhsh	jahanbakhsh	NOUN
epaa-3037	465	2	,	,	PUNCT
epaa-3037	465	3	k.	k.	PROPN
epaa-3037	465	4	,	,	PUNCT
epaa-3037	465	5	&	&	CCONJ
epaa-3037	465	6	moon	moon	PROPN
epaa-3037	465	7	,	,	PUNCT
epaa-3037	465	8	y.	y.	PROPN
epaa-3037	465	9	(	(	PUNCT
epaa-3037	465	10	2014	2014	NUM
epaa-3037	465	11	)	)	PUNCT
epaa-3037	465	12	.	.	PUNCT
epaa-3037	466	1	the	the	DET
epaa-3037	466	2	predictive	predictive	ADJ
epaa-3037	466	3	power	power	NOUN
epaa-3037	466	4	of	of	ADP
epaa-3037	466	5	social	social	ADJ
epaa-3037	466	6	media	medium	NOUN
epaa-3037	466	7	:	:	PUNCT
epaa-3037	466	8	on	on	ADP
epaa-3037	466	9	the	the	DET
epaa-3037	466	10	predictability	predictability	NOUN
epaa-3037	466	11	of	of	ADP
epaa-3037	466	12	u.s	u.s	PROPN
epaa-3037	466	13	.	.	PROPN
epaa-3037	466	14	presidential	presidential	ADJ
epaa-3037	466	15	election	election	NOUN
epaa-3037	466	16	using	use	VERB
epaa-3037	466	17	twitter	twitter	NOUN
epaa-3037	466	18	.	.	PUNCT
epaa-3037	467	1	arxiv:1407.0622	arxiv:1407.0622	NOUN
epaa-3037	467	2	.	.	PUNCT
epaa-3037	468	1	retrieved	retrieve	VERB
epaa-3037	468	2	from	from	ADP
epaa-3037	468	3	http://arxiv.org/pdf/1407.0622v1.pdf	http://arxiv.org/pdf/1407.0622v1.pdf	PROPN
epaa-3037	468	4	jeremy	jeremy	PROPN
epaa-3037	468	5	,	,	PUNCT
epaa-3037	468	6	p.	p.	PROPN
epaa-3037	468	7	,	,	PUNCT
epaa-3037	468	8	paul	paul	PROPN
epaa-3037	468	9	,	,	PUNCT
epaa-3037	468	10	w.	w.	PROPN
epaa-3037	468	11	,	,	PUNCT
epaa-3037	468	12	krone	krone	PROPN
epaa-3037	468	13	,	,	PUNCT
epaa-3037	468	14	t.	t.	PROPN
epaa-3037	468	15	,	,	PUNCT
epaa-3037	468	16	spiranovic	spiranovic	ADJ
epaa-3037	468	17	,	,	PUNCT
epaa-3037	468	18	c.	c.	PROPN
epaa-3037	468	19	,	,	PUNCT
epaa-3037	468	20	&	&	CCONJ
epaa-3037	468	21	cockburn	cockburn	PROPN
epaa-3037	468	22	,	,	PUNCT
epaa-3037	468	23	h.	h.	PROPN
epaa-3037	468	24	(	(	PUNCT
epaa-3037	468	25	2015	2015	NUM
epaa-3037	468	26	)	)	PUNCT
epaa-3037	468	27	.	.	PUNCT
epaa-3037	469	1	social	social	ADJ
epaa-3037	469	2	media	medium	NOUN
epaa-3037	469	3	sentiment	sentiment	NOUN
epaa-3037	469	4	analysis	analysis	NOUN
epaa-3037	469	5	:	:	PUNCT
epaa-3037	469	6	a	a	DET
epaa-3037	469	7	new	new	ADJ
epaa-3037	469	8	empirical	empirical	ADJ
epaa-3037	469	9	tool	tool	NOUN
epaa-3037	469	10	for	for	ADP
epaa-3037	469	11	assessing	assess	VERB
epaa-3037	469	12	public	public	ADJ
epaa-3037	469	13	opinion	opinion	NOUN
epaa-3037	469	14	on	on	ADP
epaa-3037	469	15	crime	crime	NOUN
epaa-3037	469	16	?	?	PUNCT
epaa-3037	470	1	current	current	ADJ
epaa-3037	470	2	issues	issue	NOUN
epaa-3037	470	3	in	in	ADP
epaa-3037	470	4	criminal	criminal	ADJ
epaa-3037	470	5	justice	justice	NOUN
epaa-3037	470	6	,	,	PUNCT
epaa-3037	470	7	27(2	27(2	NUM
epaa-3037	470	8	)	)	PUNCT
epaa-3037	470	9	,	,	PUNCT
epaa-3037	470	10	217	217	NUM
epaa-3037	470	11	-	-	SYM
epaa-3037	470	12	236	236	NUM
epaa-3037	470	13	.	.	PUNCT
epaa-3037	471	1	katsurai	katsurai	PROPN
epaa-3037	471	2	,	,	PUNCT
epaa-3037	471	3	m.	m.	NOUN
epaa-3037	471	4	,	,	PUNCT
epaa-3037	471	5	ogawa	ogawa	PROPN
epaa-3037	471	6	,	,	PUNCT
epaa-3037	471	7	t.	t.	PROPN
epaa-3037	471	8	,	,	PUNCT
epaa-3037	471	9	&	&	CCONJ
epaa-3037	471	10	haseyama	haseyama	PROPN
epaa-3037	471	11	,	,	PUNCT
epaa-3037	471	12	m.	m.	NOUN
epaa-3037	471	13	(	(	PUNCT
epaa-3037	471	14	2012	2012	NUM
epaa-3037	471	15	)	)	PUNCT
epaa-3037	471	16	.	.	PUNCT
epaa-3037	472	1	a	a	DET
epaa-3037	472	2	cross	cross	ADJ
epaa-3037	472	3	-	-	ADJ
epaa-3037	472	4	modal	modal	ADJ
epaa-3037	472	5	approach	approach	NOUN
epaa-3037	472	6	for	for	ADP
epaa-3037	472	7	extracting	extract	VERB
epaa-3037	472	8	semantic	semantic	ADJ
epaa-3037	472	9	relationships	relationship	NOUN
epaa-3037	472	10	of	of	ADP
epaa-3037	472	11	concepts	concept	NOUN
epaa-3037	472	12	from	from	ADP
epaa-3037	472	13	an	an	DET
epaa-3037	472	14	image	image	NOUN
epaa-3037	472	15	database	database	NOUN
epaa-3037	472	16	.	.	PUNCT
epaa-3037	473	1	paper	paper	NOUN
epaa-3037	473	2	presented	present	VERB
epaa-3037	473	3	at	at	ADP
epaa-3037	473	4	the	the	DET
epaa-3037	473	5	ieee	ieee	NOUN
epaa-3037	473	6	international	international	PROPN
epaa-3037	473	7	conference	conference	NOUN
epaa-3037	473	8	on	on	ADP
epaa-3037	473	9	acoustics	acoustic	NOUN
epaa-3037	473	10	speech	speech	NOUN
epaa-3037	473	11	and	and	CCONJ
epaa-3037	473	12	signal	signal	NOUN
epaa-3037	473	13	processing	processing	NOUN
epaa-3037	473	14	,	,	PUNCT
epaa-3037	473	15	kyoto	kyoto	PROPN
epaa-3037	473	16	,	,	PUNCT
epaa-3037	473	17	japan	japan	PROPN
epaa-3037	473	18	,	,	PUNCT
epaa-3037	473	19	march	march	PROPN
epaa-3037	473	20	25	25	NUM
epaa-3037	473	21	-	-	SYM
epaa-3037	473	22	30	30	NUM
epaa-3037	473	23	.	.	PUNCT
epaa-3037	474	1	https://doi.org/10.1109/icassp.2012.6288392	https://doi.org/10.1109/icassp.2012.6288392	PROPN
epaa-3037	474	2	king	king	PROPN
epaa-3037	474	3	,	,	PUNCT
epaa-3037	474	4	d.	d.	PROPN
epaa-3037	474	5	,	,	PUNCT
epaa-3037	474	6	ramirez	ramirez	PROPN
epaa-3037	474	7	-	-	PUNCT
epaa-3037	474	8	cano	cano	PROPN
epaa-3037	474	9	,	,	PUNCT
epaa-3037	474	10	d.	d.	PROPN
epaa-3037	474	11	,	,	PUNCT
epaa-3037	474	12	greaves	greave	NOUN
epaa-3037	474	13	,	,	PUNCT
epaa-3037	474	14	f.	f.	PROPN
epaa-3037	474	15	,	,	PUNCT
epaa-3037	474	16	vlaev	vlaev	PROPN
epaa-3037	474	17	,	,	PUNCT
epaa-3037	474	18	i.	i.	PROPN
epaa-3037	474	19	,	,	PUNCT
epaa-3037	474	20	beales	beale	NOUN
epaa-3037	474	21	,	,	PUNCT
epaa-3037	474	22	s.	s.	PROPN
epaa-3037	474	23	,	,	PUNCT
epaa-3037	474	24	&	&	CCONJ
epaa-3037	474	25	darzi	darzi	PROPN
epaa-3037	474	26	,	,	PUNCT
epaa-3037	474	27	a.	a.	NOUN
epaa-3037	474	28	(	(	PUNCT
epaa-3037	474	29	2013	2013	NUM
epaa-3037	474	30	)	)	PUNCT
epaa-3037	474	31	.	.	PUNCT
epaa-3037	475	1	twitter	twitter	NOUN
epaa-3037	475	2	and	and	CCONJ
epaa-3037	475	3	the	the	DET
epaa-3037	475	4	health	health	NOUN
epaa-3037	475	5	reforms	reform	NOUN
epaa-3037	475	6	in	in	ADP
epaa-3037	475	7	the	the	DET
epaa-3037	475	8	english	english	PROPN
epaa-3037	475	9	national	national	PROPN
epaa-3037	475	10	health	health	PROPN
epaa-3037	475	11	service	service	PROPN
epaa-3037	475	12	.	.	PUNCT
epaa-3037	476	1	health	health	NOUN
epaa-3037	476	2	policy	policy	NOUN
epaa-3037	476	3	,	,	PUNCT
epaa-3037	476	4	110(2	110(2	NUM
epaa-3037	476	5	-	-	SYM
epaa-3037	476	6	3	3	NUM
epaa-3037	476	7	)	)	PUNCT
epaa-3037	476	8	,	,	PUNCT
epaa-3037	476	9	291	291	NUM
epaa-3037	476	10	-	-	SYM
epaa-3037	476	11	297	297	NUM
epaa-3037	476	12	.	.	PUNCT
epaa-3037	477	1	https://doi.org/10.1016/j.healthpol.2013.02.005	https://doi.org/10.1016/j.healthpol.2013.02.005	PROPN
epaa-3037	477	2	king	king	NOUN
epaa-3037	477	3	,	,	PUNCT
epaa-3037	477	4	g.	g.	PROPN
epaa-3037	477	5	(	(	PUNCT
epaa-3037	477	6	2011	2011	NUM
epaa-3037	477	7	)	)	PUNCT
epaa-3037	477	8	.	.	PUNCT
epaa-3037	478	1	ensuring	ensure	VERB
epaa-3037	478	2	the	the	DET
epaa-3037	478	3	data	data	NOUN
epaa-3037	478	4	-	-	PUNCT
epaa-3037	478	5	rich	rich	ADJ
epaa-3037	478	6	future	future	NOUN
epaa-3037	478	7	of	of	ADP
epaa-3037	478	8	the	the	DET
epaa-3037	478	9	social	social	ADJ
epaa-3037	478	10	sciences	science	NOUN
epaa-3037	478	11	.	.	PUNCT
epaa-3037	479	1	science	science	NOUN
epaa-3037	479	2	,	,	PUNCT
epaa-3037	479	3	331	331	NUM
epaa-3037	479	4	,	,	PUNCT
epaa-3037	479	5	719	719	NUM
epaa-3037	479	6	-	-	SYM
epaa-3037	479	7	721	721	NUM
epaa-3037	479	8	.	.	PUNCT
epaa-3037	480	1	https://doi.org/10.1126/science.1197872	https://doi.org/10.1126/science.1197872	PROPN
epaa-3037	480	2	king	king	PROPN
epaa-3037	480	3	,	,	PUNCT
epaa-3037	480	4	g.	g.	PROPN
epaa-3037	480	5	(	(	PUNCT
epaa-3037	480	6	2016	2016	NUM
epaa-3037	480	7	)	)	PUNCT
epaa-3037	480	8	.	.	PUNCT
epaa-3037	481	1	preface	preface	NOUN
epaa-3037	481	2	:	:	PUNCT
epaa-3037	481	3	big	big	ADJ
epaa-3037	481	4	data	datum	NOUN
epaa-3037	481	5	is	be	AUX
epaa-3037	481	6	not	not	PART
epaa-3037	481	7	about	about	ADP
epaa-3037	481	8	the	the	DET
epaa-3037	481	9	data	datum	NOUN
epaa-3037	481	10	!	!	PUNCT
epaa-3037	482	1	in	in	ADP
epaa-3037	482	2	r.	r.	PROPN
epaa-3037	482	3	m.	m.	PROPN
epaa-3037	482	4	alvarez	alvarez	PROPN
epaa-3037	482	5	(	(	PUNCT
epaa-3037	482	6	ed	ed	NOUN
epaa-3037	482	7	)	)	PUNCT
epaa-3037	482	8	,	,	PUNCT
epaa-3037	482	9	computational	computational	ADJ
epaa-3037	482	10	social	social	ADJ
epaa-3037	482	11	science	science	NOUN
epaa-3037	482	12	:	:	PUNCT
epaa-3037	482	13	discovery	discovery	NOUN
epaa-3037	482	14	and	and	CCONJ
epaa-3037	482	15	prediction	prediction	NOUN
epaa-3037	482	16	(	(	PUNCT
epaa-3037	482	17	pp	pp	ADJ
epaa-3037	482	18	.	.	PUNCT
epaa-3037	483	1	vii	vii	PROPN
epaa-3037	483	2	-	-	PUNCT
epaa-3037	483	3	x	x	NOUN
epaa-3037	483	4	)	)	PUNCT
epaa-3037	483	5	.	.	PUNCT
epaa-3037	484	1	new	new	PROPN
epaa-3037	484	2	york	york	PROPN
epaa-3037	484	3	,	,	PUNCT
epaa-3037	484	4	ny	ny	PROPN
epaa-3037	484	5	:	:	PUNCT
epaa-3037	484	6	cambridge	cambridge	PROPN
epaa-3037	484	7	university	university	PROPN
epaa-3037	484	8	press	press	NOUN
epaa-3037	484	9	.	.	PUNCT
epaa-3037	485	1	https://doi.org/10.1017/cbo9781316257340.001	https://doi.org/10.1017/cbo9781316257340.001	PROPN
epaa-3037	485	2	kollanyi	kollanyi	PROPN
epaa-3037	485	3	,	,	PUNCT
epaa-3037	485	4	b.	b.	PROPN
epaa-3037	485	5	,	,	PUNCT
epaa-3037	485	6	howard	howard	PROPN
epaa-3037	485	7	,	,	PUNCT
epaa-3037	485	8	p.	p.	PROPN
epaa-3037	485	9	n.	n.	PROPN
epaa-3037	485	10	,	,	PUNCT
epaa-3037	485	11	&	&	CCONJ
epaa-3037	485	12	wooley	wooley	PROPN
epaa-3037	485	13	,	,	PUNCT
epaa-3037	485	14	s.	s.	PROPN
epaa-3037	485	15	c.	c.	PROPN
epaa-3037	485	16	(	(	PUNCT
epaa-3037	485	17	2016	2016	NUM
epaa-3037	485	18	)	)	PUNCT
epaa-3037	485	19	.	.	PUNCT
epaa-3037	486	1	bots	bot	NOUN
epaa-3037	486	2	and	and	CCONJ
epaa-3037	486	3	automation	automation	NOUN
epaa-3037	486	4	over	over	ADP
epaa-3037	486	5	twitter	twitter	NOUN
epaa-3037	486	6	during	during	ADP
epaa-3037	486	7	the	the	DET
epaa-3037	486	8	third	third	ADJ
epaa-3037	486	9	u.s	u.s	PROPN
epaa-3037	486	10	.	.	PROPN
epaa-3037	486	11	presidential	presidential	ADJ
epaa-3037	486	12	debate	debate	NOUN
epaa-3037	486	13	.	.	PUNCT
epaa-3037	487	1	project	project	NOUN
epaa-3037	487	2	on	on	ADP
epaa-3037	487	3	algorithms	algorithm	NOUN
epaa-3037	487	4	,	,	PUNCT
epaa-3037	487	5	computational	computational	ADJ
epaa-3037	487	6	propaganda	propaganda	NOUN
epaa-3037	487	7	,	,	PUNCT
epaa-3037	487	8	and	and	CCONJ
epaa-3037	487	9	digital	digital	ADJ
epaa-3037	487	10	politics	politic	NOUN
epaa-3037	487	11	.	.	PUNCT
epaa-3037	488	1	retrieved	retrieve	VERB
epaa-3037	488	2	from	from	ADP
epaa-3037	488	3	http://politicalbots.org/wp-content/uploads/2016/10/data-memo-thirdpresidential-debate.pdf	http://politicalbots.org/wp-content/uploads/2016/10/data-memo-thirdpresidential-debate.pdf	PROPN
epaa-3037	488	4	krafft	krafft	PROPN
epaa-3037	488	5	,	,	PUNCT
epaa-3037	488	6	p.	p.	NOUN
epaa-3037	488	7	m.	m.	NOUN
epaa-3037	488	8	,	,	PUNCT
epaa-3037	488	9	macy	macy	PROPN
epaa-3037	488	10	,	,	PUNCT
epaa-3037	488	11	m.	m.	NOUN
epaa-3037	488	12	,	,	PUNCT
epaa-3037	488	13	&	&	CCONJ
epaa-3037	488	14	pentland	pentland	PROPN
epaa-3037	488	15	,	,	PUNCT
epaa-3037	488	16	a.	a.	PROPN
epaa-3037	488	17	(	(	PUNCT
epaa-3037	488	18	2016	2016	NUM
epaa-3037	488	19	)	)	PUNCT
epaa-3037	488	20	.	.	PUNCT
epaa-3037	489	1	bots	bot	NOUN
epaa-3037	489	2	as	as	ADP
epaa-3037	489	3	virtual	virtual	ADJ
epaa-3037	489	4	confederates	confederate	NOUN
epaa-3037	489	5	:	:	PUNCT
epaa-3037	489	6	design	design	NOUN
epaa-3037	489	7	and	and	CCONJ
epaa-3037	489	8	ethics	ethic	NOUN
epaa-3037	489	9	.	.	PUNCT
epaa-3037	490	1	retrieved	retrieve	VERB
epaa-3037	490	2	from	from	ADP
epaa-3037	490	3	https://arxiv.org/pdf/1611.00447.pdf	https://arxiv.org/pdf/1611.00447.pdf	PROPN
epaa-3037	490	4	kramer	kramer	PROPN
epaa-3037	490	5	,	,	PUNCT
epaa-3037	490	6	a.	a.	PROPN
epaa-3037	490	7	d.	d.	PROPN
epaa-3037	490	8	i.	i.	PROPN
epaa-3037	490	9	,	,	PUNCT
epaa-3037	490	10	guillory	guillory	PROPN
epaa-3037	490	11	,	,	PUNCT
epaa-3037	490	12	j.	j.	PROPN
epaa-3037	490	13	e.	e.	PROPN
epaa-3037	490	14	,	,	PUNCT
epaa-3037	490	15	&	&	CCONJ
epaa-3037	490	16	hancock	hancock	PROPN
epaa-3037	490	17	,	,	PUNCT
epaa-3037	490	18	j.	j.	PROPN
epaa-3037	490	19	t.	t.	PROPN
epaa-3037	490	20	(	(	PUNCT
epaa-3037	490	21	2014	2014	NUM
epaa-3037	490	22	)	)	PUNCT
epaa-3037	490	23	.	.	PUNCT
epaa-3037	491	1	experimental	experimental	ADJ
epaa-3037	491	2	evidence	evidence	NOUN
epaa-3037	491	3	of	of	ADP
epaa-3037	491	4	massive	massive	ADJ
epaa-3037	491	5	-	-	PUNCT
epaa-3037	491	6	scale	scale	NOUN
epaa-3037	491	7	emotional	emotional	ADJ
epaa-3037	491	8	contagion	contagion	NOUN
epaa-3037	491	9	through	through	ADP
epaa-3037	491	10	social	social	ADJ
epaa-3037	491	11	networks	network	NOUN
epaa-3037	491	12	.	.	PUNCT
epaa-3037	492	1	proceedings	proceeding	NOUN
epaa-3037	492	2	of	of	ADP
epaa-3037	492	3	the	the	DET
epaa-3037	492	4	national	national	PROPN
epaa-3037	492	5	academy	academy	PROPN
epaa-3037	492	6	of	of	ADP
epaa-3037	492	7	sciences	sciences	PROPN
epaa-3037	492	8	of	of	ADP
epaa-3037	492	9	the	the	DET
epaa-3037	492	10	united	united	PROPN
epaa-3037	492	11	states	states	PROPN
epaa-3037	492	12	of	of	ADP
epaa-3037	492	13	america	america	PROPN
epaa-3037	492	14	,	,	PUNCT
epaa-3037	492	15	111(24	111(24	NUM
epaa-3037	492	16	)	)	PUNCT
epaa-3037	492	17	,	,	PUNCT
epaa-3037	492	18	8788	8788	NUM
epaa-3037	492	19	-	-	SYM
epaa-3037	492	20	8790	8790	NUM
epaa-3037	492	21	.	.	PUNCT
epaa-3037	493	1	https://doi.org/10.1073/pnas.1320040111	https://doi.org/10.1073/pnas.1320040111	PROPN
epaa-3037	493	2	lauderdale	lauderdale	PROPN
epaa-3037	493	3	,	,	PUNCT
epaa-3037	493	4	b.	b.	PROPN
epaa-3037	493	5	e.	e.	PROPN
epaa-3037	493	6	,	,	PUNCT
epaa-3037	493	7	&	&	CCONJ
epaa-3037	493	8	clark	clark	PROPN
epaa-3037	493	9	,	,	PUNCT
epaa-3037	493	10	t.	t.	PROPN
epaa-3037	493	11	s.	s.	PROPN
epaa-3037	493	12	(	(	PUNCT
epaa-3037	493	13	2014	2014	NUM
epaa-3037	493	14	)	)	PUNCT
epaa-3037	493	15	.	.	PUNCT
epaa-3037	494	1	scaling	scale	VERB
epaa-3037	494	2	politically	politically	ADV
epaa-3037	494	3	meaningful	meaningful	ADJ
epaa-3037	494	4	dimensions	dimension	NOUN
epaa-3037	494	5	using	use	VERB
epaa-3037	494	6	texts	text	NOUN
epaa-3037	494	7	and	and	CCONJ
epaa-3037	494	8	votes	vote	NOUN
epaa-3037	494	9	.	.	PUNCT
epaa-3037	495	1	american	american	ADJ
epaa-3037	495	2	journal	journal	PROPN
epaa-3037	495	3	of	of	ADP
epaa-3037	495	4	political	political	ADJ
epaa-3037	495	5	science	science	NOUN
epaa-3037	495	6	,	,	PUNCT
epaa-3037	495	7	58(3	58(3	NUM
epaa-3037	495	8	)	)	PUNCT
epaa-3037	495	9	,	,	PUNCT
epaa-3037	495	10	754	754	NUM
epaa-3037	495	11	-	-	SYM
epaa-3037	495	12	771	771	NUM
epaa-3037	495	13	.	.	PUNCT
epaa-3037	496	1	https://doi.org/10.1111/ajps.12085	https://doi.org/10.1111/ajps.12085	ADJ
epaa-3037	496	2	lazer	lazer	NOUN
epaa-3037	496	3	,	,	PUNCT
epaa-3037	496	4	d.	d.	PROPN
epaa-3037	496	5	,	,	PUNCT
epaa-3037	496	6	pentland	pentland	PROPN
epaa-3037	496	7	,	,	PUNCT
epaa-3037	496	8	a.	a.	PROPN
epaa-3037	496	9	,	,	PUNCT
epaa-3037	496	10	adamic	adamic	PROPN
epaa-3037	496	11	,	,	PUNCT
epaa-3037	496	12	l.	l.	PROPN
epaa-3037	496	13	,	,	PUNCT
epaa-3037	496	14	aral	aral	PROPN
epaa-3037	496	15	,	,	PUNCT
epaa-3037	496	16	s.	s.	PROPN
epaa-3037	496	17	,	,	PUNCT
epaa-3037	496	18	barabási	barabási	NOUN
epaa-3037	496	19	,	,	PUNCT
epaa-3037	496	20	a.	a.	PROPN
epaa-3037	496	21	l.	l.	PROPN
epaa-3037	496	22	,	,	PUNCT
epaa-3037	496	23	brewer	brewer	PROPN
epaa-3037	496	24	,	,	PUNCT
epaa-3037	496	25	d.	d.	PROPN
epaa-3037	496	26	,	,	PUNCT
epaa-3037	496	27	…	…	PUNCT
epaa-3037	496	28	alstyne	alstyne	NOUN
epaa-3037	496	29	,	,	PUNCT
epaa-3037	496	30	m.	m.	NOUN
epaa-3037	496	31	v.	v.	PROPN
epaa-3037	496	32	(	(	PUNCT
epaa-3037	496	33	2009	2009	NUM
epaa-3037	496	34	)	)	PUNCT
epaa-3037	496	35	.	.	PUNCT
epaa-3037	497	1	life	life	NOUN
epaa-3037	497	2	in	in	ADP
epaa-3037	497	3	the	the	DET
epaa-3037	497	4	network	network	NOUN
epaa-3037	497	5	:	:	PUNCT
epaa-3037	497	6	the	the	DET
epaa-3037	497	7	coming	come	VERB
epaa-3037	497	8	age	age	NOUN
epaa-3037	497	9	of	of	ADP
epaa-3037	497	10	computational	computational	ADJ
epaa-3037	497	11	social	social	ADJ
epaa-3037	497	12	science	science	NOUN
epaa-3037	497	13	.	.	PUNCT
epaa-3037	498	1	science	science	NOUN
epaa-3037	498	2	,	,	PUNCT
epaa-3037	498	3	323(5915	323(5915	NUM
epaa-3037	498	4	)	)	PUNCT
epaa-3037	498	5	,	,	PUNCT
epaa-3037	498	6	721723	721723	NUM
epaa-3037	498	7	.	.	PUNCT
epaa-3037	499	1	https://doi.org/10.1126/science.1167742	https://doi.org/10.1126/science.1167742	PROPN
epaa-3037	499	2	education	education	NOUN
epaa-3037	499	3	policy	policy	NOUN
epaa-3037	499	4	analysis	analysis	NOUN
epaa-3037	499	5	archives	archive	NOUN
epaa-3037	499	6	vol	vol	NOUN
epaa-3037	499	7	.	.	PUNCT
epaa-3037	500	1	25	25	NUM
epaa-3037	500	2	no	no	NOUN
epaa-3037	500	3	.	.	PUNCT
epaa-3037	501	1	94	94	NUM
epaa-3037	501	2	18	18	NUM
epaa-3037	501	3	leinweber	leinweber	PROPN
epaa-3037	501	4	,	,	PUNCT
epaa-3037	501	5	d.	d.	PROPN
epaa-3037	501	6	j.	j.	PROPN
epaa-3037	501	7	(	(	PUNCT
epaa-3037	501	8	2007	2007	NUM
epaa-3037	501	9	)	)	PUNCT
epaa-3037	501	10	.	.	PUNCT
epaa-3037	502	1	stupid	stupid	ADJ
epaa-3037	502	2	data	datum	NOUN
epaa-3037	502	3	miner	miner	NOUN
epaa-3037	502	4	tricks	trick	VERB
epaa-3037	502	5	:	:	PUNCT
epaa-3037	502	6	overfitting	overfitte	VERB
epaa-3037	502	7	the	the	DET
epaa-3037	502	8	s&p	s&p	PROPN
epaa-3037	502	9	500	500	NUM
epaa-3037	502	10	.	.	PUNCT
epaa-3037	503	1	journal	journal	NOUN
epaa-3037	503	2	of	of	ADP
epaa-3037	503	3	investing	invest	VERB
epaa-3037	503	4	16(1	16(1	NUM
epaa-3037	503	5	)	)	PUNCT
epaa-3037	503	6	,	,	PUNCT
epaa-3037	503	7	15–22	15–22	NUM
epaa-3037	503	8	.	.	PUNCT
epaa-3037	504	1	https://doi.org/10.3905/joi.2007.681820	https://doi.org/10.3905/joi.2007.681820	PROPN
epaa-3037	504	2	leydesdorff	leydesdorff	PROPN
epaa-3037	504	3	,	,	PUNCT
epaa-3037	504	4	l.	l.	PROPN
epaa-3037	504	5	,	,	PUNCT
epaa-3037	504	6	&	&	CCONJ
epaa-3037	504	7	hellsten	hellsten	PROPN
epaa-3037	504	8	,	,	PUNCT
epaa-3037	504	9	i.	i.	NOUN
epaa-3037	504	10	(	(	PUNCT
epaa-3037	504	11	2005	2005	NUM
epaa-3037	504	12	)	)	PUNCT
epaa-3037	504	13	.	.	PUNCT
epaa-3037	505	1	metaphors	metaphor	NOUN
epaa-3037	505	2	and	and	CCONJ
epaa-3037	505	3	diaphors	diaphor	NOUN
epaa-3037	505	4	in	in	ADP
epaa-3037	505	5	science	science	NOUN
epaa-3037	505	6	communication	communication	NOUN
epaa-3037	505	7	:	:	PUNCT
epaa-3037	505	8	mapping	map	VERB
epaa-3037	505	9	the	the	DET
epaa-3037	505	10	case	case	NOUN
epaa-3037	505	11	of	of	ADP
epaa-3037	505	12	stem	stem	NOUN
epaa-3037	505	13	-	-	PUNCT
epaa-3037	505	14	cell	cell	NOUN
epaa-3037	505	15	research	research	NOUN
epaa-3037	505	16	.	.	PUNCT
epaa-3037	506	1	science	science	NOUN
epaa-3037	506	2	communication	communication	NOUN
epaa-3037	506	3	,	,	PUNCT
epaa-3037	506	4	27(1	27(1	NUM
epaa-3037	506	5	)	)	PUNCT
epaa-3037	506	6	,	,	PUNCT
epaa-3037	506	7	64	64	NUM
epaa-3037	506	8	-	-	SYM
epaa-3037	506	9	99	99	NUM
epaa-3037	506	10	.	.	PUNCT
epaa-3037	507	1	https://doi.org/10.1177/1075547005278346	https://doi.org/10.1177/1075547005278346	PROPN
epaa-3037	507	2	leydesdorff	leydesdorff	PROPN
epaa-3037	507	3	,	,	PUNCT
epaa-3037	507	4	l.	l.	PROPN
epaa-3037	507	5	,	,	PUNCT
epaa-3037	507	6	&	&	CCONJ
epaa-3037	507	7	nerghes	nerghe	NOUN
epaa-3037	507	8	,	,	PUNCT
epaa-3037	507	9	a.	a.	NOUN
epaa-3037	507	10	(	(	PUNCT
epaa-3037	507	11	in	in	ADP
epaa-3037	507	12	press	press	NOUN
epaa-3037	507	13	)	)	PUNCT
epaa-3037	507	14	.	.	PUNCT
epaa-3037	508	1	co	co	VERB
epaa-3037	508	2	-	-	NOUN
epaa-3037	508	3	word	word	ADJ
epaa-3037	508	4	maps	map	NOUN
epaa-3037	508	5	and	and	CCONJ
epaa-3037	508	6	topic	topic	NOUN
epaa-3037	508	7	modeling	modeling	NOUN
epaa-3037	508	8	:	:	PUNCT
epaa-3037	508	9	a	a	DET
epaa-3037	508	10	comparison	comparison	NOUN
epaa-3037	508	11	using	use	VERB
epaa-3037	508	12	small	small	ADJ
epaa-3037	508	13	and	and	CCONJ
epaa-3037	508	14	medium	medium	ADJ
epaa-3037	508	15	-	-	PUNCT
epaa-3037	508	16	sized	sized	ADJ
epaa-3037	508	17	corpora	corpora	NOUN
epaa-3037	508	18	(	(	PUNCT
epaa-3037	508	19	n	n	X
epaa-3037	508	20	<	<	X
epaa-3037	508	21	1000	1000	NUM
epaa-3037	508	22	)	)	PUNCT
epaa-3037	508	23	.	.	PUNCT
epaa-3037	509	1	journal	journal	NOUN
epaa-3037	509	2	of	of	ADP
epaa-3037	509	3	the	the	DET
epaa-3037	509	4	association	association	NOUN
epaa-3037	509	5	for	for	ADP
epaa-3037	509	6	information	information	NOUN
epaa-3037	509	7	science	science	NOUN
epaa-3037	509	8	and	and	CCONJ
epaa-3037	509	9	technology	technology	NOUN
epaa-3037	509	10	.	.	PUNCT
epaa-3037	510	1	retrieved	retrieve	VERB
epaa-3037	510	2	from	from	ADP
epaa-3037	510	3	http://www.mathpubs.com/detail/1511.03020v2/co-wordmaps-and-topic-modeling-a-comparison-using-small-and-medium-sized-corpora-n-1000	http://www.mathpubs.com/detail/1511.03020v2/co-wordmaps-and-topic-modeling-a-comparison-using-small-and-medium-sized-corpora-n-1000	PROPN
epaa-3037	510	4	liu	liu	PROPN
epaa-3037	510	5	,	,	PUNCT
epaa-3037	510	6	b.	b.	PROPN
epaa-3037	510	7	(	(	PUNCT
epaa-3037	510	8	2010	2010	NUM
epaa-3037	510	9	)	)	PUNCT
epaa-3037	510	10	.	.	PUNCT
epaa-3037	511	1	sentiment	sentiment	NOUN
epaa-3037	511	2	analysis	analysis	NOUN
epaa-3037	511	3	and	and	CCONJ
epaa-3037	511	4	subjectivity	subjectivity	NOUN
epaa-3037	511	5	.	.	PUNCT
epaa-3037	512	1	in	in	ADP
epaa-3037	512	2	n.	n.	PROPN
epaa-3037	512	3	indurkhya	indurkhya	PROPN
epaa-3037	512	4	&	&	CCONJ
epaa-3037	512	5	f.	f.	PROPN
epaa-3037	512	6	j.	j.	PROPN
epaa-3037	512	7	damerau	damerau	PROPN
epaa-3037	512	8	(	(	PUNCT
epaa-3037	512	9	eds	ed	NOUN
epaa-3037	512	10	.	.	PUNCT
epaa-3037	512	11	)	)	PUNCT
epaa-3037	512	12	,	,	PUNCT
epaa-3037	512	13	handbook	handbook	NOUN
epaa-3037	512	14	of	of	ADP
epaa-3037	512	15	natural	natural	ADJ
epaa-3037	512	16	language	language	NOUN
epaa-3037	512	17	processing	processing	NOUN
epaa-3037	512	18	(	(	PUNCT
epaa-3037	512	19	pp	pp	ADJ
epaa-3037	512	20	.	.	PUNCT
epaa-3037	513	1	627	627	NUM
epaa-3037	513	2	-	-	SYM
epaa-3037	513	3	666	666	NUM
epaa-3037	513	4	)	)	PUNCT
epaa-3037	513	5	.	.	PUNCT
epaa-3037	514	1	uk	uk	PROPN
epaa-3037	514	2	.	.	PROPN
epaa-3037	514	3	chapman	chapman	PROPN
epaa-3037	514	4	and	and	CCONJ
epaa-3037	514	5	hall	hall	PROPN
epaa-3037	514	6	/	/	SYM
epaa-3037	514	7	crc	crc	PROPN
epaa-3037	514	8	.	.	PUNCT
epaa-3037	515	1	mayer	mayer	PROPN
epaa-3037	515	2	-	-	PUNCT
epaa-3037	515	3	schönberger	schönberger	NOUN
epaa-3037	515	4	,	,	PUNCT
epaa-3037	515	5	v.	v.	ADJ
epaa-3037	515	6	,	,	PUNCT
epaa-3037	515	7	&	&	CCONJ
epaa-3037	515	8	cukier	cukier	PROPN
epaa-3037	515	9	,	,	PUNCT
epaa-3037	515	10	k.	k.	PROPN
epaa-3037	515	11	(	(	PUNCT
epaa-3037	515	12	2013	2013	NUM
epaa-3037	515	13	)	)	PUNCT
epaa-3037	515	14	.	.	PUNCT
epaa-3037	516	1	big	big	ADJ
epaa-3037	516	2	data	data	PROPN
epaa-3037	516	3	:	:	PUNCT
epaa-3037	516	4	a	a	DET
epaa-3037	516	5	revolution	revolution	NOUN
epaa-3037	516	6	that	that	PRON
epaa-3037	516	7	will	will	AUX
epaa-3037	516	8	transform	transform	VERB
epaa-3037	516	9	how	how	SCONJ
epaa-3037	516	10	we	we	PRON
epaa-3037	516	11	live	live	VERB
epaa-3037	516	12	,	,	PUNCT
epaa-3037	516	13	work	work	NOUN
epaa-3037	516	14	,	,	PUNCT
epaa-3037	516	15	and	and	CCONJ
epaa-3037	516	16	think	think	VERB
epaa-3037	516	17	.	.	PUNCT
epaa-3037	517	1	london	london	PROPN
epaa-3037	517	2	,	,	PUNCT
epaa-3037	517	3	uk	uk	PROPN
epaa-3037	517	4	:	:	PUNCT
epaa-3037	517	5	eamon	eamon	PROPN
epaa-3037	517	6	dolan	dolan	PROPN
epaa-3037	517	7	/	/	SYM
epaa-3037	517	8	mariner	mariner	NOUN
epaa-3037	517	9	books	book	NOUN
epaa-3037	517	10	.	.	PUNCT
epaa-3037	518	1	milgram	milgram	PROPN
epaa-3037	518	2	,	,	PUNCT
epaa-3037	518	3	s.	s.	PROPN
epaa-3037	518	4	,	,	PUNCT
epaa-3037	518	5	bickman	bickman	NOUN
epaa-3037	518	6	,	,	PUNCT
epaa-3037	518	7	l.	l.	PROPN
epaa-3037	518	8	,	,	PUNCT
epaa-3037	518	9	&	&	CCONJ
epaa-3037	518	10	berkowitz	berkowitz	PROPN
epaa-3037	518	11	,	,	PUNCT
epaa-3037	518	12	l.	l.	PROPN
epaa-3037	518	13	(	(	PUNCT
epaa-3037	518	14	1969	1969	NUM
epaa-3037	518	15	)	)	PUNCT
epaa-3037	518	16	.	.	PUNCT
epaa-3037	519	1	note	note	VERB
epaa-3037	519	2	on	on	ADP
epaa-3037	519	3	the	the	DET
epaa-3037	519	4	drawing	drawing	NOUN
epaa-3037	519	5	power	power	NOUN
epaa-3037	519	6	of	of	ADP
epaa-3037	519	7	crowds	crowd	NOUN
epaa-3037	519	8	of	of	ADP
epaa-3037	519	9	different	different	ADJ
epaa-3037	519	10	size	size	NOUN
epaa-3037	519	11	.	.	PUNCT
epaa-3037	520	1	journal	journal	NOUN
epaa-3037	520	2	of	of	ADP
epaa-3037	520	3	personality	personality	NOUN
epaa-3037	520	4	and	and	CCONJ
epaa-3037	520	5	social	social	ADJ
epaa-3037	520	6	psychology	psychology	NOUN
epaa-3037	520	7	,	,	PUNCT
epaa-3037	520	8	13(2	13(2	PROPN
epaa-3037	520	9	)	)	PUNCT
epaa-3037	520	10	,	,	PUNCT
epaa-3037	520	11	79	79	NUM
epaa-3037	520	12	-	-	SYM
epaa-3037	520	13	82	82	NUM
epaa-3037	520	14	.	.	PUNCT
epaa-3037	521	1	https://doi.org/10.1037/h0028070	https://doi.org/10.1037/h0028070	NUM
epaa-3037	521	2	miller	miller	PROPN
epaa-3037	521	3	,	,	PUNCT
epaa-3037	521	4	w.	w.	PROPN
epaa-3037	521	5	r.	r.	PROPN
epaa-3037	521	6	,	,	PUNCT
epaa-3037	521	7	groves	grove	NOUN
epaa-3037	521	8	,	,	PUNCT
epaa-3037	521	9	d.	d.	PROPN
epaa-3037	521	10	,	,	PUNCT
epaa-3037	521	11	knopf	knopf	PROPN
epaa-3037	521	12	,	,	PUNCT
epaa-3037	521	13	a.	a.	PROPN
epaa-3037	521	14	,	,	PUNCT
epaa-3037	521	15	otte	otte	PROPN
epaa-3037	521	16	,	,	PUNCT
epaa-3037	521	17	j.	j.	PROPN
epaa-3037	521	18	l.	l.	PROPN
epaa-3037	521	19	,	,	PUNCT
epaa-3037	521	20	&	&	CCONJ
epaa-3037	521	21	silverman	silverman	PROPN
epaa-3037	521	22	,	,	PUNCT
epaa-3037	521	23	r.	r.	PROPN
epaa-3037	521	24	d.	d.	PROPN
epaa-3037	521	25	(	(	PUNCT
epaa-3037	521	26	2017	2017	NUM
epaa-3037	521	27	)	)	PUNCT
epaa-3037	521	28	.	.	PUNCT
epaa-3037	522	1	word	word	NOUN
epaa-3037	522	2	adjacency	adjacency	NOUN
epaa-3037	522	3	graph	graph	NOUN
epaa-3037	522	4	modeling	modeling	NOUN
epaa-3037	522	5	:	:	PUNCT
epaa-3037	522	6	separating	separate	VERB
epaa-3037	522	7	signal	signal	NOUN
epaa-3037	522	8	from	from	ADP
epaa-3037	522	9	noise	noise	NOUN
epaa-3037	522	10	in	in	ADP
epaa-3037	522	11	big	big	ADJ
epaa-3037	522	12	data	datum	NOUN
epaa-3037	522	13	.	.	PUNCT
epaa-3037	523	1	western	western	ADJ
epaa-3037	523	2	journal	journal	NOUN
epaa-3037	523	3	of	of	ADP
epaa-3037	523	4	nursing	nursing	NOUN
epaa-3037	523	5	research	research	NOUN
epaa-3037	523	6	,	,	PUNCT
epaa-3037	523	7	39(1	39(1	NUM
epaa-3037	523	8	)	)	PUNCT
epaa-3037	523	9	,	,	PUNCT
epaa-3037	523	10	166	166	NUM
epaa-3037	523	11	-	-	SYM
epaa-3037	523	12	185	185	NUM
epaa-3037	523	13	.	.	PUNCT
epaa-3037	524	1	https://doi.org/10.1177/0193945916670363	https://doi.org/10.1177/0193945916670363	NOUN
epaa-3037	524	2	mislove	mislove	PROPN
epaa-3037	524	3	,	,	PUNCT
epaa-3037	524	4	a.	a.	PROPN
epaa-3037	524	5	,	,	PUNCT
epaa-3037	524	6	lehmann	lehmann	PROPN
epaa-3037	524	7	,	,	PUNCT
epaa-3037	524	8	s.	s.	PROPN
epaa-3037	524	9	,	,	PUNCT
epaa-3037	524	10	ahn	ahn	PROPN
epaa-3037	524	11	,	,	PUNCT
epaa-3037	524	12	y.	y.	PROPN
epaa-3037	524	13	,	,	PUNCT
epaa-3037	524	14	onnela	onnela	PROPN
epaa-3037	524	15	,	,	PUNCT
epaa-3037	524	16	j.	j.	PROPN
epaa-3037	524	17	,	,	PUNCT
epaa-3037	524	18	&	&	CCONJ
epaa-3037	524	19	rosenquist	rosenquist	NOUN
epaa-3037	524	20	.	.	PUNCT
epaa-3037	525	1	j.	j.	PROPN
epaa-3037	525	2	n.	n.	PROPN
epaa-3037	525	3	(	(	PUNCT
epaa-3037	525	4	2012	2012	NUM
epaa-3037	525	5	)	)	PUNCT
epaa-3037	525	6	.	.	PUNCT
epaa-3037	526	1	understanding	understand	VERB
epaa-3037	526	2	the	the	DET
epaa-3037	526	3	demographics	demographic	NOUN
epaa-3037	526	4	of	of	ADP
epaa-3037	526	5	twitter	twitter	NOUN
epaa-3037	526	6	users	user	NOUN
epaa-3037	526	7	.	.	PUNCT
epaa-3037	527	1	association	association	NOUN
epaa-3037	527	2	for	for	ADP
epaa-3037	527	3	the	the	DET
epaa-3037	527	4	advancement	advancement	NOUN
epaa-3037	527	5	of	of	ADP
epaa-3037	527	6	artificial	artificial	ADJ
epaa-3037	527	7	intelligence	intelligence	NOUN
epaa-3037	527	8	.	.	PUNCT
epaa-3037	528	1	retrieved	retrieve	VERB
epaa-3037	528	2	from	from	ADP
epaa-3037	528	3	http://www.ccs.neu.edu/home/amislove/publications/twitter-icwsm.pdf	http://www.ccs.neu.edu/home/amislove/publications/twitter-icwsm.pdf	PROPN
epaa-3037	528	4	national	national	PROPN
epaa-3037	528	5	science	science	PROPN
epaa-3037	528	6	foundation	foundation	PROPN
epaa-3037	528	7	.	.	PUNCT
epaa-3037	529	1	(	(	PUNCT
epaa-3037	529	2	2012	2012	NUM
epaa-3037	529	3	)	)	PUNCT
epaa-3037	529	4	.	.	PUNCT
epaa-3037	530	1	core	core	NOUN
epaa-3037	530	2	techniques	technique	NOUN
epaa-3037	530	3	and	and	CCONJ
epaa-3037	530	4	technologies	technology	NOUN
epaa-3037	530	5	for	for	ADP
epaa-3037	530	6	advancing	advance	VERB
epaa-3037	530	7	big	big	ADJ
epaa-3037	530	8	data	datum	NOUN
epaa-3037	530	9	science	science	NOUN
epaa-3037	530	10	&	&	CCONJ
epaa-3037	530	11	engineering	engineering	PROPN
epaa-3037	530	12	.	.	PUNCT
epaa-3037	531	1	retrieved	retrieve	VERB
epaa-3037	531	2	from	from	ADP
epaa-3037	531	3	http://www.nsf.gov/publications/pub_summ.jsp?ods_key=nsf12499	http://www.nsf.gov/publications/pub_summ.jsp?ods_key=nsf12499	PROPN
epaa-3037	531	4	national	national	PROPN
epaa-3037	531	5	research	research	PROPN
epaa-3037	531	6	council	council	PROPN
epaa-3037	531	7	.	.	PUNCT
epaa-3037	532	1	(	(	PUNCT
epaa-3037	532	2	2013	2013	NUM
epaa-3037	532	3	)	)	PUNCT
epaa-3037	532	4	.	.	PUNCT
epaa-3037	533	1	frontiers	frontier	NOUN
epaa-3037	533	2	in	in	ADP
epaa-3037	533	3	massive	massive	ADJ
epaa-3037	533	4	data	datum	NOUN
epaa-3037	533	5	analysis	analysis	NOUN
epaa-3037	533	6	.	.	PUNCT
epaa-3037	534	1	washington	washington	PROPN
epaa-3037	534	2	,	,	PUNCT
epaa-3037	534	3	d.	d.	PROPN
epaa-3037	534	4	c	c	PROPN
epaa-3037	534	5	:	:	PUNCT
epaa-3037	534	6	national	national	ADJ
epaa-3037	534	7	academies	academies	PROPN
epaa-3037	534	8	press	press	PROPN
epaa-3037	534	9	.	.	PUNCT
epaa-3037	535	1	o'leary	o'leary	PROPN
epaa-3037	535	2	,	,	PUNCT
epaa-3037	535	3	d.	d.	PROPN
epaa-3037	535	4	e.	e.	PROPN
epaa-3037	535	5	(	(	PUNCT
epaa-3037	535	6	2015	2015	NUM
epaa-3037	535	7	)	)	PUNCT
epaa-3037	535	8	.	.	PUNCT
epaa-3037	536	1	big	big	ADJ
epaa-3037	536	2	data	datum	NOUN
epaa-3037	536	3	and	and	CCONJ
epaa-3037	536	4	privacy	privacy	NOUN
epaa-3037	536	5	:	:	PUNCT
epaa-3037	536	6	emerging	emerge	VERB
epaa-3037	536	7	issues	issue	NOUN
epaa-3037	536	8	.	.	PUNCT
epaa-3037	537	1	ieee	ieee	NOUN
epaa-3037	537	2	intelligent	intelligent	ADJ
epaa-3037	537	3	system	system	NOUN
epaa-3037	537	4	,	,	PUNCT
epaa-3037	537	5	30(6	30(6	NUM
epaa-3037	537	6	)	)	PUNCT
epaa-3037	537	7	,	,	PUNCT
epaa-3037	537	8	92	92	NUM
epaa-3037	537	9	-	-	SYM
epaa-3037	537	10	96	96	NUM
epaa-3037	537	11	.	.	PUNCT
epaa-3037	538	1	https://doi.org/10.1109/mis.2015.110	https://doi.org/10.1109/mis.2015.110	NOUN
epaa-3037	538	2	page	page	NOUN
epaa-3037	538	3	,	,	PUNCT
epaa-3037	538	4	b.	b.	PROPN
epaa-3037	538	5	i.	i.	PROPN
epaa-3037	538	6	,	,	PUNCT
epaa-3037	538	7	&	&	CCONJ
epaa-3037	538	8	shapiro	shapiro	PROPN
epaa-3037	538	9	,	,	PUNCT
epaa-3037	538	10	r.	r.	PROPN
epaa-3037	538	11	y.	y.	PROPN
epaa-3037	538	12	(	(	PUNCT
epaa-3037	538	13	1983	1983	NUM
epaa-3037	538	14	)	)	PUNCT
epaa-3037	538	15	.	.	PUNCT
epaa-3037	539	1	effects	effect	NOUN
epaa-3037	539	2	of	of	ADP
epaa-3037	539	3	public	public	ADJ
epaa-3037	539	4	opinion	opinion	NOUN
epaa-3037	539	5	on	on	ADP
epaa-3037	539	6	policy	policy	NOUN
epaa-3037	539	7	.	.	PUNCT
epaa-3037	540	1	american	american	ADJ
epaa-3037	540	2	political	political	ADJ
epaa-3037	540	3	science	science	PROPN
epaa-3037	540	4	review	review	NOUN
epaa-3037	540	5	,	,	PUNCT
epaa-3037	540	6	77(1	77(1	NOUN
epaa-3037	540	7	)	)	PUNCT
epaa-3037	540	8	,	,	PUNCT
epaa-3037	540	9	175–190	175–190	NUM
epaa-3037	540	10	.	.	PUNCT
epaa-3037	541	1	https://doi.org/10.2307/1956018	https://doi.org/10.2307/1956018	PROPN
epaa-3037	541	2	peterson	peterson	PROPN
epaa-3037	541	3	,	,	PUNCT
epaa-3037	541	4	p.	p.	PROPN
epaa-3037	541	5	e.	e.	PROPN
epaa-3037	541	6	,	,	PUNCT
epaa-3037	541	7	henderson	henderson	PROPN
epaa-3037	541	8	,	,	PUNCT
epaa-3037	541	9	m.	m.	PROPN
epaa-3037	541	10	b.	b.	PROPN
epaa-3037	541	11	,	,	PUNCT
epaa-3037	541	12	west	west	PROPN
epaa-3037	541	13	,	,	PUNCT
epaa-3037	541	14	m.	m.	NOUN
epaa-3037	541	15	r.	r.	PROPN
epaa-3037	541	16	,	,	PUNCT
epaa-3037	541	17	&	&	CCONJ
epaa-3037	541	18	barrows	barrow	NOUN
epaa-3037	541	19	,	,	PUNCT
epaa-3037	541	20	s.	s.	PROPN
epaa-3037	541	21	(	(	PUNCT
epaa-3037	541	22	2017	2017	NUM
epaa-3037	541	23	)	)	PUNCT
epaa-3037	541	24	.	.	PUNCT
epaa-3037	542	1	ten	ten	NUM
epaa-3037	542	2	-	-	PUNCT
epaa-3037	542	3	year	year	NOUN
epaa-3037	542	4	trends	trend	NOUN
epaa-3037	542	5	in	in	ADP
epaa-3037	542	6	public	public	ADJ
epaa-3037	542	7	opinion	opinion	NOUN
epaa-3037	542	8	from	from	ADP
epaa-3037	542	9	the	the	DET
epaa-3037	542	10	ednext	ednext	ADJ
epaa-3037	542	11	poll	poll	NOUN
epaa-3037	542	12	.	.	PUNCT
epaa-3037	543	1	education	education	NOUN
epaa-3037	543	2	next	next	ADV
epaa-3037	543	3	,	,	PUNCT
epaa-3037	543	4	17(1	17(1	NUM
epaa-3037	543	5	)	)	PUNCT
epaa-3037	543	6	,	,	PUNCT
epaa-3037	543	7	8	8	NUM
epaa-3037	543	8	-	-	SYM
epaa-3037	543	9	28	28	NUM
epaa-3037	543	10	.	.	PUNCT
epaa-3037	544	1	pinkovskiy	pinkovskiy	NOUN
epaa-3037	544	2	,	,	PUNCT
epaa-3037	544	3	m.	m.	NOUN
epaa-3037	544	4	,	,	PUNCT
epaa-3037	544	5	&	&	CCONJ
epaa-3037	544	6	sala	sala	PROPN
epaa-3037	544	7	-	-	PUNCT
epaa-3037	544	8	i	i	PROPN
epaa-3037	544	9	-	-	PUNCT
epaa-3037	544	10	martin	martin	PROPN
epaa-3037	544	11	,	,	PUNCT
epaa-3037	544	12	x.	x.	NOUN
epaa-3037	544	13	(	(	PUNCT
epaa-3037	544	14	2015	2015	NUM
epaa-3037	544	15	)	)	PUNCT
epaa-3037	544	16	.	.	PUNCT
epaa-3037	545	1	lights	light	NOUN
epaa-3037	545	2	,	,	PUNCT
epaa-3037	545	3	camera	camera	NOUN
epaa-3037	545	4	,	,	PUNCT
epaa-3037	545	5	…	…	PUNCT
epaa-3037	545	6	income	income	NOUN
epaa-3037	545	7	!	!	PUNCT
epaa-3037	546	1	estimating	estimate	VERB
epaa-3037	546	2	poverty	poverty	NOUN
epaa-3037	546	3	using	use	VERB
epaa-3037	546	4	national	national	ADJ
epaa-3037	546	5	accounts	account	NOUN
epaa-3037	546	6	,	,	PUNCT
epaa-3037	546	7	survey	survey	NOUN
epaa-3037	546	8	means	mean	NOUN
epaa-3037	546	9	,	,	PUNCT
epaa-3037	546	10	and	and	CCONJ
epaa-3037	546	11	lights	light	NOUN
epaa-3037	546	12	.	.	PUNCT
epaa-3037	547	1	federal	federal	PROPN
epaa-3037	547	2	reserve	reserve	PROPN
epaa-3037	547	3	bank	bank	PROPN
epaa-3037	547	4	of	of	ADP
epaa-3037	547	5	new	new	PROPN
epaa-3037	547	6	york	york	PROPN
epaa-3037	547	7	staff	staff	NOUN
epaa-3037	547	8	reports	report	VERB
epaa-3037	547	9	,	,	PUNCT
epaa-3037	547	10	no	no	INTJ
epaa-3037	547	11	.	.	PUNCT
epaa-3037	547	12	669	669	NUM
epaa-3037	547	13	.	.	PUNCT
epaa-3037	548	1	retrieved	retrieve	VERB
epaa-3037	548	2	from	from	ADP
epaa-3037	548	3	https://www.newyorkfed.org/medialibrary/media/research/staff_reports/sr669.pdf	https://www.newyorkfed.org/medialibrary/media/research/staff_reports/sr669.pdf	PROPN
epaa-3037	548	4	quinn	quinn	PROPN
epaa-3037	548	5	,	,	PUNCT
epaa-3037	548	6	k.	k.	PROPN
epaa-3037	548	7	m.	m.	PROPN
epaa-3037	548	8	,	,	PUNCT
epaa-3037	548	9	monroe	monroe	PROPN
epaa-3037	548	10	,	,	PUNCT
epaa-3037	548	11	b.	b.	PROPN
epaa-3037	548	12	l.	l.	PROPN
epaa-3037	548	13	,	,	PUNCT
epaa-3037	548	14	colaresi	colaresi	NOUN
epaa-3037	548	15	,	,	PUNCT
epaa-3037	548	16	m.	m.	NOUN
epaa-3037	548	17	,	,	PUNCT
epaa-3037	548	18	crespin	crespin	NOUN
epaa-3037	548	19	,	,	PUNCT
epaa-3037	548	20	m.	m.	PROPN
epaa-3037	548	21	h.	h.	PROPN
epaa-3037	548	22	,	,	PUNCT
epaa-3037	548	23	&	&	CCONJ
epaa-3037	548	24	radev	radev	PROPN
epaa-3037	548	25	,	,	PUNCT
epaa-3037	548	26	d.	d.	PROPN
epaa-3037	548	27	r.	r.	PROPN
epaa-3037	548	28	(	(	PUNCT
epaa-3037	548	29	2010	2010	NUM
epaa-3037	548	30	)	)	PUNCT
epaa-3037	548	31	.	.	PUNCT
epaa-3037	549	1	how	how	SCONJ
epaa-3037	549	2	to	to	PART
epaa-3037	549	3	analyze	analyze	VERB
epaa-3037	549	4	political	political	ADJ
epaa-3037	549	5	attention	attention	NOUN
epaa-3037	549	6	with	with	ADP
epaa-3037	549	7	minimal	minimal	ADJ
epaa-3037	549	8	assumptions	assumption	NOUN
epaa-3037	549	9	and	and	CCONJ
epaa-3037	549	10	costs	cost	NOUN
epaa-3037	549	11	.	.	PUNCT
epaa-3037	550	1	american	american	ADJ
epaa-3037	550	2	journal	journal	PROPN
epaa-3037	550	3	of	of	ADP
epaa-3037	550	4	political	political	ADJ
epaa-3037	550	5	science	science	NOUN
epaa-3037	550	6	,	,	PUNCT
epaa-3037	550	7	54(1	54(1	NUM
epaa-3037	550	8	)	)	PUNCT
epaa-3037	550	9	,	,	PUNCT
epaa-3037	550	10	209	209	NUM
epaa-3037	550	11	-	-	SYM
epaa-3037	550	12	228	228	NUM
epaa-3037	550	13	.	.	PUNCT
epaa-3037	551	1	https://doi.org/10.1111/j.1540-5907.2009.00427.x	https://doi.org/10.1111/j.1540-5907.2009.00427.x	ADP
epaa-3037	551	2	ram	ram	PROPN
epaa-3037	551	3	,	,	PUNCT
epaa-3037	551	4	s.	s.	PROPN
epaa-3037	551	5	,	,	PUNCT
epaa-3037	551	6	zhang	zhang	PROPN
epaa-3037	551	7	,	,	PUNCT
epaa-3037	551	8	w.	w.	PROPN
epaa-3037	551	9	,	,	PUNCT
epaa-3037	551	10	williams	williams	PROPN
epaa-3037	551	11	,	,	PUNCT
epaa-3037	551	12	m.	m.	NOUN
epaa-3037	551	13	,	,	PUNCT
epaa-3037	551	14	&	&	CCONJ
epaa-3037	551	15	pengetnze	pengetnze	PROPN
epaa-3037	551	16	,	,	PUNCT
epaa-3037	551	17	y.	y.	PROPN
epaa-3037	551	18	(	(	PUNCT
epaa-3037	551	19	2015	2015	NUM
epaa-3037	551	20	)	)	PUNCT
epaa-3037	551	21	.	.	PUNCT
epaa-3037	552	1	predicting	predict	VERB
epaa-3037	552	2	asthma	asthma	NOUN
epaa-3037	552	3	-	-	PUNCT
epaa-3037	552	4	related	relate	VERB
epaa-3037	552	5	emergency	emergency	NOUN
epaa-3037	552	6	department	department	NOUN
epaa-3037	552	7	visits	visit	NOUN
epaa-3037	552	8	using	use	VERB
epaa-3037	552	9	big	big	ADJ
epaa-3037	552	10	data	datum	NOUN
epaa-3037	552	11	.	.	PUNCT
epaa-3037	553	1	ieee	ieee	PROPN
epaa-3037	553	2	journal	journal	PROPN
epaa-3037	553	3	of	of	ADP
epaa-3037	553	4	biomedical	biomedical	ADJ
epaa-3037	553	5	and	and	CCONJ
epaa-3037	553	6	health	health	NOUN
epaa-3037	553	7	informatics	informatic	NOUN
epaa-3037	553	8	,	,	PUNCT
epaa-3037	553	9	19(4	19(4	PROPN
epaa-3037	553	10	)	)	PUNCT
epaa-3037	553	11	,	,	PUNCT
epaa-3037	553	12	12161223	12161223	NUM
epaa-3037	553	13	.	.	PUNCT
epaa-3037	554	1	https://doi.org/10.1109/jbhi.2015.2404829	https://doi.org/10.1109/jbhi.2015.2404829	PROPN
epaa-3037	554	2	reardon	reardon	PROPN
epaa-3037	554	3	,	,	PUNCT
epaa-3037	554	4	s.	s.	PROPN
epaa-3037	554	5	,	,	PUNCT
epaa-3037	554	6	kalogrides	kalogride	NOUN
epaa-3037	554	7	,	,	PUNCT
epaa-3037	554	8	d.	d.	PROPN
epaa-3037	554	9	,	,	PUNCT
epaa-3037	554	10	&	&	CCONJ
epaa-3037	554	11	shores	shore	NOUN
epaa-3037	554	12	,	,	PUNCT
epaa-3037	554	13	k.	k.	PROPN
epaa-3037	554	14	(	(	PUNCT
epaa-3037	554	15	2016	2016	NUM
epaa-3037	554	16	)	)	PUNCT
epaa-3037	554	17	.	.	PUNCT
epaa-3037	555	1	the	the	DET
epaa-3037	555	2	geography	geography	NOUN
epaa-3037	555	3	of	of	ADP
epaa-3037	555	4	racial	racial	ADJ
epaa-3037	555	5	/	/	SYM
epaa-3037	555	6	ethnic	ethnic	ADJ
epaa-3037	555	7	test	test	NOUN
epaa-3037	555	8	score	score	NOUN
epaa-3037	555	9	gaps	gap	NOUN
epaa-3037	555	10	.	.	PUNCT
epaa-3037	556	1	unpublished	unpublished	ADJ
epaa-3037	556	2	manuscript	manuscript	NOUN
epaa-3037	556	3	.	.	PUNCT
epaa-3037	557	1	reddicka	reddicka	PROPN
epaa-3037	557	2	,	,	PUNCT
epaa-3037	557	3	c.	c.	PROPN
epaa-3037	557	4	g.	g.	PROPN
epaa-3037	557	5	,	,	PUNCT
epaa-3037	557	6	chatfieldb	chatfieldb	PROPN
epaa-3037	557	7	,	,	PUNCT
epaa-3037	557	8	a.	a.	NOUN
epaa-3037	557	9	t.	t.	PROPN
epaa-3037	557	10	,	,	PUNCT
epaa-3037	557	11	&	&	CCONJ
epaa-3037	557	12	jaramilloa	jaramilloa	PROPN
epaa-3037	557	13	,	,	PUNCT
epaa-3037	557	14	p.	p.	NOUN
epaa-3037	557	15	a.	a.	NOUN
epaa-3037	558	1	(	(	PUNCT
epaa-3037	558	2	2015	2015	NUM
epaa-3037	558	3	)	)	PUNCT
epaa-3037	558	4	.	.	PUNCT
epaa-3037	559	1	public	public	ADJ
epaa-3037	559	2	opinion	opinion	NOUN
epaa-3037	559	3	on	on	ADP
epaa-3037	559	4	national	national	ADJ
epaa-3037	559	5	security	security	NOUN
epaa-3037	559	6	agency	agency	NOUN
epaa-3037	559	7	surveillance	surveillance	NOUN
epaa-3037	559	8	programs	program	NOUN
epaa-3037	559	9	:	:	PUNCT
epaa-3037	559	10	a	a	DET
epaa-3037	559	11	multi	multi	ADJ
epaa-3037	559	12	-	-	ADJ
epaa-3037	559	13	method	method	ADJ
epaa-3037	559	14	approach	approach	NOUN
epaa-3037	559	15	.	.	PUNCT
epaa-3037	560	1	government	government	NOUN
epaa-3037	560	2	information	information	NOUN
epaa-3037	560	3	quarterly	quarterly	ADV
epaa-3037	560	4	,	,	PUNCT
epaa-3037	560	5	32	32	NUM
epaa-3037	560	6	,	,	PUNCT
epaa-3037	560	7	129	129	NUM
epaa-3037	560	8	-	-	SYM
epaa-3037	560	9	141	141	NUM
epaa-3037	560	10	.	.	PUNCT
epaa-3037	561	1	https://doi.org/10.1016/j.giq.2015.01.003	https://doi.org/10.1016/j.giq.2015.01.003	VERB
epaa-3037	561	2	education	education	NOUN
epaa-3037	561	3	policy	policy	NOUN
epaa-3037	561	4	research	research	NOUN
epaa-3037	561	5	in	in	ADP
epaa-3037	561	6	the	the	DET
epaa-3037	561	7	big	big	ADJ
epaa-3037	561	8	data	data	PROPN
epaa-3037	561	9	era	era	NOUN
epaa-3037	561	10	19	19	NUM
epaa-3037	561	11	roberts	robert	NOUN
epaa-3037	561	12	,	,	PUNCT
epaa-3037	561	13	m.	m.	PROPN
epaa-3037	561	14	e.	e.	PROPN
epaa-3037	561	15	,	,	PUNCT
epaa-3037	561	16	stewart	stewart	PROPN
epaa-3037	561	17	,	,	PUNCT
epaa-3037	561	18	b.	b.	PROPN
epaa-3037	561	19	m.	m.	PROPN
epaa-3037	561	20	,	,	PUNCT
epaa-3037	561	21	&	&	CCONJ
epaa-3037	561	22	tingley	tingley	PROPN
epaa-3037	561	23	,	,	PUNCT
epaa-3037	561	24	d.	d.	PROPN
epaa-3037	561	25	(	(	PUNCT
epaa-3037	561	26	2016	2016	NUM
epaa-3037	561	27	)	)	PUNCT
epaa-3037	561	28	.	.	PUNCT
epaa-3037	562	1	navigating	navigate	VERB
epaa-3037	562	2	the	the	DET
epaa-3037	562	3	local	local	ADJ
epaa-3037	562	4	modes	mode	NOUN
epaa-3037	562	5	of	of	ADP
epaa-3037	562	6	big	big	ADJ
epaa-3037	562	7	data	datum	NOUN
epaa-3037	562	8	:	:	PUNCT
epaa-3037	562	9	the	the	DET
epaa-3037	562	10	case	case	NOUN
epaa-3037	562	11	of	of	ADP
epaa-3037	562	12	topic	topic	NOUN
epaa-3037	562	13	models	model	NOUN
epaa-3037	562	14	.	.	PUNCT
epaa-3037	563	1	in	in	ADP
epaa-3037	563	2	r.	r.	PROPN
epaa-3037	563	3	m.	m.	PROPN
epaa-3037	563	4	alvarez	alvarez	PROPN
epaa-3037	563	5	(	(	PUNCT
epaa-3037	563	6	ed	ed	NOUN
epaa-3037	563	7	.	.	PUNCT
epaa-3037	563	8	)	)	PUNCT
epaa-3037	563	9	,	,	PUNCT
epaa-3037	563	10	computational	computational	ADJ
epaa-3037	563	11	social	social	ADJ
epaa-3037	563	12	science	science	NOUN
epaa-3037	563	13	:	:	PUNCT
epaa-3037	563	14	discovery	discovery	NOUN
epaa-3037	563	15	and	and	CCONJ
epaa-3037	563	16	prediction	prediction	NOUN
epaa-3037	563	17	(	(	PUNCT
epaa-3037	563	18	pp	pp	ADJ
epaa-3037	563	19	.	.	PUNCT
epaa-3037	563	20	51	51	NUM
epaa-3037	563	21	-	-	SYM
epaa-3037	563	22	97	97	NUM
epaa-3037	563	23	)	)	PUNCT
epaa-3037	563	24	.	.	PUNCT
epaa-3037	564	1	new	new	PROPN
epaa-3037	564	2	york	york	PROPN
epaa-3037	564	3	,	,	PUNCT
epaa-3037	564	4	ny	ny	PROPN
epaa-3037	564	5	:	:	PUNCT
epaa-3037	564	6	cambridge	cambridge	PROPN
epaa-3037	564	7	university	university	PROPN
epaa-3037	564	8	press	press	NOUN
epaa-3037	564	9	.	.	PUNCT
epaa-3037	565	1	https://doi.org/10.1017/cbo9781316257340.004	https://doi.org/10.1017/cbo9781316257340.004	PROPN
epaa-3037	565	2	sandvig	sandvig	PROPN
epaa-3037	565	3	,	,	PUNCT
epaa-3037	565	4	c.	c.	PROPN
epaa-3037	565	5	(	(	PUNCT
epaa-3037	565	6	2015	2015	NUM
epaa-3037	565	7	)	)	PUNCT
epaa-3037	565	8	.	.	PUNCT
epaa-3037	566	1	the	the	DET
epaa-3037	566	2	facebook	facebook	NOUN
epaa-3037	566	3	“	"	PUNCT
epaa-3037	566	4	it	it	PRON
epaa-3037	566	5	’s	’	VERB
epaa-3037	566	6	not	not	PART
epaa-3037	566	7	our	our	PRON
epaa-3037	566	8	fault	fault	NOUN
epaa-3037	566	9	”	"	PUNCT
epaa-3037	566	10	study	study	NOUN
epaa-3037	566	11	.	.	PUNCT
epaa-3037	567	1	[	[	PUNCT
epaa-3037	567	2	web	web	NOUN
epaa-3037	567	3	log	log	NOUN
epaa-3037	567	4	post	post	NOUN
epaa-3037	567	5	]	]	X
epaa-3037	567	6	.	.	PUNCT
epaa-3037	568	1	retrieved	retrieve	VERB
epaa-3037	568	2	from	from	ADP
epaa-3037	568	3	http://socialmediacollective.org/2015/05/07/the-facebook-its-not-our-faultstudy/?blogsub=subscribed#blog_subscription-2	http://socialmediacollective.org/2015/05/07/the-facebook-its-not-our-faultstudy/?blogsub=subscribed#blog_subscription-2	ADJ
epaa-3037	568	4	schumaker	schumaker	NOUN
epaa-3037	568	5	,	,	PUNCT
epaa-3037	568	6	r.	r.	PROPN
epaa-3037	568	7	p.	p.	PROPN
epaa-3037	568	8	,	,	PUNCT
epaa-3037	568	9	zhang	zhang	PROPN
epaa-3037	568	10	,	,	PUNCT
epaa-3037	568	11	y.	y.	PROPN
epaa-3037	568	12	,	,	PUNCT
epaa-3037	568	13	huang	huang	PROPN
epaa-3037	568	14	,	,	PUNCT
epaa-3037	568	15	c.	c.	PROPN
epaa-3037	568	16	,	,	PUNCT
epaa-3037	568	17	&	&	CCONJ
epaa-3037	568	18	chen	chen	PROPN
epaa-3037	568	19	,	,	PUNCT
epaa-3037	568	20	h.	h.	PROPN
epaa-3037	568	21	(	(	PUNCT
epaa-3037	568	22	2012	2012	NUM
epaa-3037	568	23	)	)	PUNCT
epaa-3037	568	24	.	.	PUNCT
epaa-3037	569	1	evaluating	evaluate	VERB
epaa-3037	569	2	sentiment	sentiment	NOUN
epaa-3037	569	3	in	in	ADP
epaa-3037	569	4	financial	financial	ADJ
epaa-3037	569	5	news	news	NOUN
epaa-3037	569	6	articles	article	NOUN
epaa-3037	569	7	.	.	PUNCT
epaa-3037	570	1	decision	decision	NOUN
epaa-3037	570	2	support	support	NOUN
epaa-3037	570	3	systems	system	NOUN
epaa-3037	570	4	,	,	PUNCT
epaa-3037	570	5	53(3	53(3	NUM
epaa-3037	570	6	)	)	PUNCT
epaa-3037	570	7	,	,	PUNCT
epaa-3037	570	8	458	458	NUM
epaa-3037	570	9	-	-	SYM
epaa-3037	570	10	464	464	NUM
epaa-3037	570	11	.	.	PUNCT
epaa-3037	571	1	https://doi.org/10.1016/j.dss.2012.03.001	https://doi.org/10.1016/j.dss.2012.03.001	ADJ
epaa-3037	571	2	schwartz	schwartz	PROPN
epaa-3037	571	3	,	,	PUNCT
epaa-3037	571	4	h.	h.	PROPN
epaa-3037	571	5	a.	a.	PROPN
epaa-3037	571	6	,	,	PUNCT
epaa-3037	571	7	&	&	CCONJ
epaa-3037	571	8	ungar	ungar	PROPN
epaa-3037	571	9	,	,	PUNCT
epaa-3037	571	10	l.	l.	PROPN
epaa-3037	571	11	h.	h.	PROPN
epaa-3037	571	12	(	(	PUNCT
epaa-3037	571	13	2015	2015	NUM
epaa-3037	571	14	)	)	PUNCT
epaa-3037	571	15	.	.	PUNCT
epaa-3037	572	1	data	data	NOUN
epaa-3037	572	2	-	-	PUNCT
epaa-3037	572	3	driven	drive	VERB
epaa-3037	572	4	content	content	NOUN
epaa-3037	572	5	analysis	analysis	NOUN
epaa-3037	572	6	of	of	ADP
epaa-3037	572	7	social	social	ADJ
epaa-3037	572	8	media	medium	NOUN
epaa-3037	572	9	.	.	PUNCT
epaa-3037	573	1	the	the	DET
epaa-3037	573	2	annals	annal	NOUN
epaa-3037	573	3	of	of	ADP
epaa-3037	573	4	the	the	DET
epaa-3037	573	5	american	american	PROPN
epaa-3037	573	6	academy	academy	PROPN
epaa-3037	573	7	of	of	ADP
epaa-3037	573	8	political	political	ADJ
epaa-3037	573	9	and	and	CCONJ
epaa-3037	573	10	social	social	ADJ
epaa-3037	573	11	science	science	NOUN
epaa-3037	573	12	,	,	PUNCT
epaa-3037	573	13	659(1	659(1	NUM
epaa-3037	573	14	)	)	PUNCT
epaa-3037	573	15	,	,	PUNCT
epaa-3037	573	16	78	78	NUM
epaa-3037	573	17	-	-	SYM
epaa-3037	573	18	94	94	NUM
epaa-3037	573	19	.	.	PUNCT
epaa-3037	573	20	https://doi.org/10.1177/0002716215569197	https://doi.org/10.1177/0002716215569197	NOUN
epaa-3037	573	21	shah	shah	NOUN
epaa-3037	573	22	,	,	PUNCT
epaa-3037	573	23	d.	d.	PROPN
epaa-3037	573	24	v.	v.	PROPN
epaa-3037	573	25	,	,	PUNCT
epaa-3037	573	26	cappella	cappella	PROPN
epaa-3037	573	27	,	,	PUNCT
epaa-3037	573	28	j.	j.	PROPN
epaa-3037	573	29	n.	n.	PROPN
epaa-3037	573	30	,	,	PUNCT
epaa-3037	573	31	&	&	CCONJ
epaa-3037	573	32	neuman	neuman	NOUN
epaa-3037	573	33	,	,	PUNCT
epaa-3037	573	34	w.	w.	PROPN
epaa-3037	573	35	r.	r.	PROPN
epaa-3037	573	36	(	(	PUNCT
epaa-3037	573	37	2015	2015	NUM
epaa-3037	573	38	)	)	PUNCT
epaa-3037	573	39	.	.	PUNCT
epaa-3037	574	1	big	big	ADJ
epaa-3037	574	2	data	data	PROPN
epaa-3037	574	3	,	,	PUNCT
epaa-3037	574	4	digital	digital	ADJ
epaa-3037	574	5	media	medium	NOUN
epaa-3037	574	6	,	,	PUNCT
epaa-3037	574	7	and	and	CCONJ
epaa-3037	574	8	computational	computational	ADJ
epaa-3037	574	9	social	social	ADJ
epaa-3037	574	10	science	science	NOUN
epaa-3037	574	11	:	:	PUNCT
epaa-3037	574	12	possibilities	possibility	NOUN
epaa-3037	574	13	and	and	CCONJ
epaa-3037	574	14	perils	peril	NOUN
epaa-3037	574	15	.	.	PUNCT
epaa-3037	575	1	the	the	DET
epaa-3037	575	2	annals	annal	NOUN
epaa-3037	575	3	of	of	ADP
epaa-3037	575	4	the	the	DET
epaa-3037	575	5	american	american	PROPN
epaa-3037	575	6	academy	academy	PROPN
epaa-3037	575	7	of	of	ADP
epaa-3037	575	8	political	political	ADJ
epaa-3037	575	9	and	and	CCONJ
epaa-3037	575	10	social	social	ADJ
epaa-3037	575	11	science	science	NOUN
epaa-3037	575	12	,	,	PUNCT
epaa-3037	575	13	659(1	659(1	NUM
epaa-3037	575	14	)	)	PUNCT
epaa-3037	575	15	,	,	PUNCT
epaa-3037	575	16	6	6	NUM
epaa-3037	575	17	-	-	SYM
epaa-3037	575	18	13	13	NUM
epaa-3037	575	19	.	.	PUNCT
epaa-3037	575	20	https://doi.org/10.1177/0002716215572084	https://doi.org/10.1177/0002716215572084	PROPN
epaa-3037	575	21	silver	silver	NOUN
epaa-3037	575	22	,	,	PUNCT
epaa-3037	575	23	n.	n.	NOUN
epaa-3037	575	24	(	(	PUNCT
epaa-3037	575	25	2015	2015	NUM
epaa-3037	575	26	)	)	PUNCT
epaa-3037	575	27	.	.	PUNCT
epaa-3037	576	1	the	the	DET
epaa-3037	576	2	signal	signal	NOUN
epaa-3037	576	3	and	and	CCONJ
epaa-3037	576	4	the	the	DET
epaa-3037	576	5	noise	noise	NOUN
epaa-3037	576	6	:	:	PUNCT
epaa-3037	576	7	why	why	SCONJ
epaa-3037	576	8	so	so	ADV
epaa-3037	576	9	many	many	ADJ
epaa-3037	576	10	predictions	prediction	NOUN
epaa-3037	576	11	fail	fail	VERB
epaa-3037	576	12	—	—	PUNCT
epaa-3037	576	13	but	but	CCONJ
epaa-3037	576	14	some	some	PRON
epaa-3037	576	15	do	do	VERB
epaa-3037	576	16	n’t	not	PART
epaa-3037	576	17	.	.	PUNCT
epaa-3037	577	1	new	new	PROPN
epaa-3037	577	2	york	york	PROPN
epaa-3037	577	3	,	,	PUNCT
epaa-3037	577	4	ny	ny	PROPN
epaa-3037	577	5	:	:	PUNCT
epaa-3037	577	6	penguin	penguin	NOUN
epaa-3037	577	7	books	book	NOUN
epaa-3037	577	8	.	.	PUNCT
epaa-3037	578	1	sudhahar	sudhahar	PROPN
epaa-3037	578	2	,	,	PUNCT
epaa-3037	578	3	s.	s.	PROPN
epaa-3037	578	4	,	,	PUNCT
epaa-3037	578	5	veltri	veltri	PROPN
epaa-3037	578	6	,	,	PUNCT
epaa-3037	578	7	g.	g.	PROPN
epaa-3037	578	8	a.	a.	PROPN
epaa-3037	578	9	,	,	PUNCT
epaa-3037	578	10	&	&	CCONJ
epaa-3037	578	11	cristianini	cristianini	PROPN
epaa-3037	578	12	,	,	PUNCT
epaa-3037	578	13	n.	n.	NOUN
epaa-3037	578	14	(	(	PUNCT
epaa-3037	578	15	2015	2015	NUM
epaa-3037	578	16	)	)	PUNCT
epaa-3037	578	17	.	.	PUNCT
epaa-3037	579	1	automated	automate	VERB
epaa-3037	579	2	analysis	analysis	NOUN
epaa-3037	579	3	of	of	ADP
epaa-3037	579	4	the	the	DET
epaa-3037	579	5	us	us	PROPN
epaa-3037	579	6	presidential	presidential	ADJ
epaa-3037	579	7	elections	election	NOUN
epaa-3037	579	8	using	use	VERB
epaa-3037	579	9	big	big	ADJ
epaa-3037	579	10	data	datum	NOUN
epaa-3037	579	11	and	and	CCONJ
epaa-3037	579	12	network	network	NOUN
epaa-3037	579	13	analysis	analysis	NOUN
epaa-3037	579	14	.	.	PUNCT
epaa-3037	580	1	big	big	ADJ
epaa-3037	580	2	data	datum	NOUN
epaa-3037	580	3	and	and	CCONJ
epaa-3037	580	4	society	society	NOUN
epaa-3037	580	5	,	,	PUNCT
epaa-3037	580	6	2(1	2(1	NUM
epaa-3037	580	7	)	)	PUNCT
epaa-3037	580	8	,	,	PUNCT
epaa-3037	580	9	1	1	NUM
epaa-3037	580	10	-	-	SYM
epaa-3037	580	11	28	28	NUM
epaa-3037	580	12	.	.	PUNCT
epaa-3037	581	1	https://doi.org/10.1177/2053951715572916	https://doi.org/10.1177/2053951715572916	PROPN
epaa-3037	581	2	supovitz	supovitz	PROPN
epaa-3037	581	3	,	,	PUNCT
epaa-3037	581	4	j.	j.	PROPN
epaa-3037	581	5	a.	a.	PROPN
epaa-3037	581	6	,	,	PUNCT
epaa-3037	581	7	&	&	CCONJ
epaa-3037	581	8	reinkordt	reinkordt	PROPN
epaa-3037	581	9	,	,	PUNCT
epaa-3037	581	10	e.	e.	PROPN
epaa-3037	581	11	(	(	PUNCT
epaa-3037	581	12	2017	2017	NUM
epaa-3037	581	13	)	)	PUNCT
epaa-3037	581	14	.	.	PUNCT
epaa-3037	582	1	keep	keep	VERB
epaa-3037	582	2	your	your	PRON
epaa-3037	582	3	eye	eye	NOUN
epaa-3037	582	4	on	on	ADP
epaa-3037	582	5	the	the	DET
epaa-3037	582	6	metaphor	metaphor	NOUN
epaa-3037	582	7	:	:	PUNCT
epaa-3037	582	8	the	the	DET
epaa-3037	582	9	framing	framing	NOUN
epaa-3037	582	10	of	of	ADP
epaa-3037	582	11	the	the	DET
epaa-3037	582	12	common	common	ADJ
epaa-3037	582	13	core	core	NOUN
epaa-3037	582	14	on	on	ADP
epaa-3037	582	15	twitter	twitter	NOUN
epaa-3037	582	16	.	.	PUNCT
epaa-3037	583	1	education	education	NOUN
epaa-3037	583	2	policy	policy	NOUN
epaa-3037	583	3	analysis	analysis	NOUN
epaa-3037	583	4	archives	archive	NOUN
epaa-3037	583	5	,	,	PUNCT
epaa-3037	583	6	25(31	25(31	NOUN
epaa-3037	583	7	)	)	PUNCT
epaa-3037	583	8	,	,	PUNCT
epaa-3037	583	9	1	1	NUM
epaa-3037	583	10	-	-	SYM
epaa-3037	583	11	29	29	NUM
epaa-3037	583	12	.	.	PUNCT
epaa-3037	584	1	http://dx.doi.org/10.14507/epaa.25.2285	http://dx.doi.org/10.14507/epaa.25.2285	PROPN
epaa-3037	584	2	taylor	taylor	PROPN
epaa-3037	584	3	,	,	PUNCT
epaa-3037	584	4	p.	p.	NOUN
epaa-3037	584	5	(	(	PUNCT
epaa-3037	584	6	2014	2014	NUM
epaa-3037	584	7	)	)	PUNCT
epaa-3037	584	8	.	.	PUNCT
epaa-3037	585	1	more	more	ADJ
epaa-3037	585	2	than	than	ADP
epaa-3037	585	3	half	half	NOUN
epaa-3037	585	4	of	of	ADP
epaa-3037	585	5	millennials	millennial	NOUN
epaa-3037	585	6	have	have	AUX
epaa-3037	585	7	shared	share	VERB
epaa-3037	585	8	a	a	DET
epaa-3037	585	9	‘	'	PUNCT
epaa-3037	585	10	selfie	selfie	NOUN
epaa-3037	585	11	’	'	PUNCT
epaa-3037	585	12	.	.	PUNCT
epaa-3037	585	13	”	"	PUNCT
epaa-3037	585	14	pew	pew	NOUN
epaa-3037	585	15	research	research	NOUN
epaa-3037	585	16	center	center	NOUN
epaa-3037	585	17	.	.	PUNCT
epaa-3037	586	1	retrieved	retrieve	VERB
epaa-3037	586	2	from	from	ADP
epaa-3037	586	3	http://www.pewresearch.org/fact-tank/2014/03/04/more-than-half-of-millennialshave-shared-a-selfie/	http://www.pewresearch.org/fact-tank/2014/03/04/more-than-half-of-millennialshave-shared-a-selfie/	ADJ
epaa-3037	586	4	toole	toole	PROPN
epaa-3037	586	5	,	,	PUNCT
epaa-3037	586	6	j.	j.	PROPN
epaa-3037	586	7	l.	l.	PROPN
epaa-3037	586	8	,	,	PUNCT
epaa-3037	586	9	lin	lin	PROPN
epaa-3037	586	10	,	,	PUNCT
epaa-3037	586	11	y.	y.	PROPN
epaa-3037	586	12	,	,	PUNCT
epaa-3037	586	13	muehlegger	muehlegger	PROPN
epaa-3037	586	14	,	,	PUNCT
epaa-3037	586	15	e.	e.	PROPN
epaa-3037	586	16	,	,	PUNCT
epaa-3037	586	17	shoag	shoag	PROPN
epaa-3037	586	18	,	,	PUNCT
epaa-3037	586	19	d.	d.	PROPN
epaa-3037	586	20	,	,	PUNCT
epaa-3037	586	21	gonzález	gonzález	PROPN
epaa-3037	586	22	,	,	PUNCT
epaa-3037	586	23	m.	m.	PROPN
epaa-3037	586	24	c.	c.	PROPN
epaa-3037	586	25	,	,	PUNCT
epaa-3037	586	26	&	&	CCONJ
epaa-3037	586	27	lazer	lazer	PROPN
epaa-3037	586	28	,	,	PUNCT
epaa-3037	586	29	d.	d.	PROPN
epaa-3037	586	30	(	(	PUNCT
epaa-3037	586	31	2015	2015	NUM
epaa-3037	586	32	)	)	PUNCT
epaa-3037	586	33	.	.	PUNCT
epaa-3037	587	1	tracking	track	VERB
epaa-3037	587	2	employment	employment	NOUN
epaa-3037	587	3	shocks	shock	NOUN
epaa-3037	587	4	using	use	VERB
epaa-3037	587	5	mobile	mobile	ADJ
epaa-3037	587	6	phone	phone	NOUN
epaa-3037	587	7	data	datum	NOUN
epaa-3037	587	8	.	.	PUNCT
epaa-3037	588	1	journal	journal	NOUN
epaa-3037	588	2	of	of	ADP
epaa-3037	588	3	the	the	DET
epaa-3037	588	4	royal	royal	ADJ
epaa-3037	588	5	society	society	NOUN
epaa-3037	588	6	:	:	PUNCT
epaa-3037	588	7	interface	interface	NOUN
epaa-3037	588	8	,	,	PUNCT
epaa-3037	588	9	12(107	12(107	NUM
epaa-3037	588	10	)	)	PUNCT
epaa-3037	588	11	,	,	PUNCT
epaa-3037	588	12	20150185	20150185	NUM
epaa-3037	588	13	.	.	PUNCT
epaa-3037	589	1	https://doi.org/10.1098/rsif.2015.0185	https://doi.org/10.1098/rsif.2015.0185	PROPN
epaa-3037	589	2	tufekci	tufekci	NOUN
epaa-3037	589	3	,	,	PUNCT
epaa-3037	589	4	z.	z.	PROPN
epaa-3037	589	5	(	(	PUNCT
epaa-3037	589	6	2014	2014	NUM
epaa-3037	589	7	,	,	PUNCT
epaa-3037	589	8	may	may	AUX
epaa-3037	589	9	)	)	PUNCT
epaa-3037	589	10	.	.	PUNCT
epaa-3037	590	1	big	big	ADJ
epaa-3037	590	2	questions	question	NOUN
epaa-3037	590	3	for	for	ADP
epaa-3037	590	4	social	social	ADJ
epaa-3037	590	5	media	medium	NOUN
epaa-3037	590	6	big	big	ADJ
epaa-3037	590	7	data	datum	NOUN
epaa-3037	590	8	:	:	PUNCT
epaa-3037	590	9	representativeness	representativeness	ADJ
epaa-3037	590	10	,	,	PUNCT
epaa-3037	590	11	validity	validity	NOUN
epaa-3037	590	12	and	and	CCONJ
epaa-3037	590	13	other	other	ADJ
epaa-3037	590	14	methodological	methodological	ADJ
epaa-3037	590	15	pitfalls	pitfall	NOUN
epaa-3037	590	16	.	.	PUNCT
epaa-3037	591	1	paper	paper	NOUN
epaa-3037	591	2	presented	present	VERB
epaa-3037	591	3	at	at	ADP
epaa-3037	591	4	the	the	DET
epaa-3037	591	5	8th	8th	ADJ
epaa-3037	591	6	international	international	ADJ
epaa-3037	591	7	association	association	NOUN
epaa-3037	591	8	for	for	ADP
epaa-3037	591	9	the	the	DET
epaa-3037	591	10	advancement	advancement	NOUN
epaa-3037	591	11	of	of	ADP
epaa-3037	591	12	artificial	artificial	ADJ
epaa-3037	591	13	intelligence	intelligence	NOUN
epaa-3037	591	14	conference	conference	NOUN
epaa-3037	591	15	on	on	ADP
epaa-3037	591	16	weblogs	weblog	NOUN
epaa-3037	591	17	and	and	CCONJ
epaa-3037	591	18	social	social	ADJ
epaa-3037	591	19	media	medium	NOUN
epaa-3037	591	20	.	.	PUNCT
epaa-3037	592	1	washington	washington	PROPN
epaa-3037	592	2	d.	d.	PROPN
epaa-3037	592	3	c.	c.	PROPN
epaa-3037	592	4	valant	valant	PROPN
epaa-3037	592	5	,	,	PUNCT
epaa-3037	592	6	j.	j.	PROPN
epaa-3037	592	7	,	,	PUNCT
epaa-3037	592	8	&	&	CCONJ
epaa-3037	592	9	newark	newark	PROPN
epaa-3037	592	10	,	,	PUNCT
epaa-3037	592	11	d.	d.	PROPN
epaa-3037	592	12	a.	a.	PROPN
epaa-3037	592	13	(	(	PUNCT
epaa-3037	592	14	2016	2016	NUM
epaa-3037	592	15	)	)	PUNCT
epaa-3037	592	16	.	.	PUNCT
epaa-3037	593	1	the	the	DET
epaa-3037	593	2	politics	politic	NOUN
epaa-3037	593	3	of	of	ADP
epaa-3037	593	4	achievement	achievement	NOUN
epaa-3037	593	5	gaps	gap	NOUN
epaa-3037	593	6	:	:	PUNCT
epaa-3037	593	7	u.s	u.s	PROPN
epaa-3037	593	8	.	.	PROPN
epaa-3037	593	9	public	public	ADJ
epaa-3037	593	10	opinion	opinion	NOUN
epaa-3037	593	11	on	on	ADP
epaa-3037	593	12	racebased	racebase	VERB
epaa-3037	593	13	and	and	CCONJ
epaa-3037	593	14	wealth	wealth	NOUN
epaa-3037	593	15	-	-	PUNCT
epaa-3037	593	16	based	base	VERB
epaa-3037	593	17	differences	difference	NOUN
epaa-3037	593	18	in	in	ADP
epaa-3037	593	19	test	test	NOUN
epaa-3037	593	20	scores	score	NOUN
epaa-3037	593	21	.	.	PUNCT
epaa-3037	594	1	educational	educational	ADJ
epaa-3037	594	2	researcher	researcher	NOUN
epaa-3037	594	3	,	,	PUNCT
epaa-3037	594	4	45(6	45(6	NUM
epaa-3037	594	5	)	)	PUNCT
epaa-3037	594	6	,	,	PUNCT
epaa-3037	594	7	311	311	NUM
epaa-3037	594	8	-	-	SYM
epaa-3037	594	9	346	346	NUM
epaa-3037	594	10	.	.	PUNCT
epaa-3037	595	1	https://doi.org/10.3102/0013189x16658447	https://doi.org/10.3102/0013189x16658447	PROPN
epaa-3037	595	2	verd	verd	PROPN
epaa-3037	595	3	,	,	PUNCT
epaa-3037	595	4	j.	j.	PROPN
epaa-3037	595	5	m.	m.	PROPN
epaa-3037	595	6	,	,	PUNCT
epaa-3037	595	7	&	&	CCONJ
epaa-3037	595	8	lozares	lozare	NOUN
epaa-3037	595	9	,	,	PUNCT
epaa-3037	595	10	c.	c.	NOUN
epaa-3037	595	11	(	(	PUNCT
epaa-3037	595	12	2014	2014	NUM
epaa-3037	595	13	)	)	PUNCT
epaa-3037	595	14	.	.	PUNCT
epaa-3037	596	1	reconstructing	reconstruct	VERB
epaa-3037	596	2	social	social	ADJ
epaa-3037	596	3	networks	network	NOUN
epaa-3037	596	4	through	through	ADP
epaa-3037	596	5	text	text	NOUN
epaa-3037	596	6	analysis	analysis	NOUN
epaa-3037	596	7	:	:	PUNCT
epaa-3037	596	8	from	from	ADP
epaa-3037	596	9	text	text	NOUN
epaa-3037	596	10	networks	network	NOUN
epaa-3037	596	11	to	to	ADP
epaa-3037	596	12	narrative	narrative	NOUN
epaa-3037	596	13	actor	actor	NOUN
epaa-3037	596	14	networks	network	NOUN
epaa-3037	596	15	.	.	PUNCT
epaa-3037	597	1	in	in	ADP
epaa-3037	597	2	s.	s.	PROPN
epaa-3037	597	3	domínguez	domínguez	PROPN
epaa-3037	597	4	&	&	CCONJ
epaa-3037	597	5	b.	b.	PROPN
epaa-3037	597	6	hollstein	hollstein	PROPN
epaa-3037	597	7	(	(	PUNCT
epaa-3037	597	8	eds	ed	NOUN
epaa-3037	597	9	.	.	PUNCT
epaa-3037	597	10	)	)	PUNCT
epaa-3037	597	11	,	,	PUNCT
epaa-3037	597	12	mixed	mixed	ADJ
epaa-3037	597	13	methods	method	NOUN
epaa-3037	597	14	social	social	ADJ
epaa-3037	597	15	networks	network	NOUN
epaa-3037	597	16	research	research	NOUN
epaa-3037	597	17	:	:	PUNCT
epaa-3037	597	18	design	design	NOUN
epaa-3037	597	19	and	and	CCONJ
epaa-3037	597	20	applications	application	NOUN
epaa-3037	597	21	(	(	PUNCT
epaa-3037	597	22	pp	pp	ADJ
epaa-3037	597	23	.	.	PUNCT
epaa-3037	598	1	269	269	NUM
epaa-3037	598	2	-	-	SYM
epaa-3037	598	3	304	304	NUM
epaa-3037	598	4	)	)	PUNCT
epaa-3037	598	5	.	.	PUNCT
epaa-3037	599	1	new	new	PROPN
epaa-3037	599	2	york	york	PROPN
epaa-3037	599	3	,	,	PUNCT
epaa-3037	599	4	ny	ny	PROPN
epaa-3037	599	5	:	:	PUNCT
epaa-3037	599	6	cambridge	cambridge	PROPN
epaa-3037	599	7	university	university	PROPN
epaa-3037	599	8	press	press	NOUN
epaa-3037	599	9	.	.	PUNCT
epaa-3037	600	1	https://doi.org/10.1017/cbo9781139227193.014	https://doi.org/10.1017/cbo9781139227193.014	PROPN
epaa-3037	600	2	wallach	wallach	PROPN
epaa-3037	600	3	,	,	PUNCT
epaa-3037	600	4	h.	h.	PROPN
epaa-3037	600	5	(	(	PUNCT
epaa-3037	600	6	2015	2015	NUM
epaa-3037	600	7	)	)	PUNCT
epaa-3037	600	8	.	.	PUNCT
epaa-3037	601	1	computational	computational	ADJ
epaa-3037	601	2	social	social	ADJ
epaa-3037	601	3	science	science	NOUN
epaa-3037	601	4	:	:	PUNCT
epaa-3037	601	5	toward	toward	ADP
epaa-3037	601	6	a	a	DET
epaa-3037	601	7	collaborative	collaborative	ADJ
epaa-3037	601	8	future	future	NOUN
epaa-3037	601	9	.	.	PUNCT
epaa-3037	602	1	in	in	ADP
epaa-3037	602	2	r.	r.	PROPN
epaa-3037	602	3	m.	m.	PROPN
epaa-3037	602	4	alvarez	alvarez	PROPN
epaa-3037	602	5	(	(	PUNCT
epaa-3037	602	6	ed	ed	NOUN
epaa-3037	602	7	.	.	PUNCT
epaa-3037	602	8	)	)	PUNCT
epaa-3037	602	9	,	,	PUNCT
epaa-3037	602	10	data	datum	NOUN
epaa-3037	602	11	science	science	NOUN
epaa-3037	602	12	for	for	ADP
epaa-3037	602	13	politics	politic	NOUN
epaa-3037	602	14	,	,	PUNCT
epaa-3037	602	15	policy	policy	NOUN
epaa-3037	602	16	,	,	PUNCT
epaa-3037	602	17	and	and	CCONJ
epaa-3037	602	18	government	government	NOUN
epaa-3037	602	19	(	(	PUNCT
epaa-3037	602	20	pp	pp	ADJ
epaa-3037	602	21	.	.	PUNCT
epaa-3037	602	22	1	1	NUM
epaa-3037	602	23	-	-	SYM
epaa-3037	602	24	11	11	NUM
epaa-3037	602	25	)	)	PUNCT
epaa-3037	602	26	.	.	PUNCT
epaa-3037	603	1	cambridge	cambridge	PROPN
epaa-3037	603	2	university	university	PROPN
epaa-3037	603	3	press	press	NOUN
epaa-3037	603	4	.	.	PUNCT
epaa-3037	604	1	retrieved	retrieve	VERB
epaa-3037	604	2	from	from	ADP
epaa-3037	604	3	http://dirichlet.net/pdf/wallach15computational.pdf	http://dirichlet.net/pdf/wallach15computational.pdf	PROPN
epaa-3037	604	4	wang	wang	PROPN
epaa-3037	604	5	,	,	PUNCT
epaa-3037	604	6	t.	t.	PROPN
epaa-3037	604	7	,	,	PUNCT
epaa-3037	604	8	huang	huang	PROPN
epaa-3037	604	9	,	,	PUNCT
epaa-3037	604	10	z.	z.	PROPN
epaa-3037	604	11	,	,	PUNCT
epaa-3037	604	12	&	&	CCONJ
epaa-3037	604	13	gan	gan	PROPN
epaa-3037	604	14	,	,	PUNCT
epaa-3037	604	15	c.	c.	PROPN
epaa-3037	604	16	(	(	PUNCT
epaa-3037	604	17	2016	2016	NUM
epaa-3037	604	18	)	)	PUNCT
epaa-3037	604	19	.	.	PUNCT
epaa-3037	605	1	on	on	ADP
epaa-3037	605	2	mining	mining	NOUN
epaa-3037	605	3	latent	latent	NOUN
epaa-3037	605	4	topics	topic	NOUN
epaa-3037	605	5	from	from	ADP
epaa-3037	605	6	healthcare	healthcare	PROPN
epaa-3037	605	7	chat	chat	PROPN
epaa-3037	605	8	logs	log	NOUN
epaa-3037	605	9	.	.	PUNCT
epaa-3037	606	1	journal	journal	PROPN
epaa-3037	606	2	of	of	ADP
epaa-3037	606	3	biomedical	biomedical	ADJ
epaa-3037	606	4	informatics	informatic	NOUN
epaa-3037	606	5	,	,	PUNCT
epaa-3037	606	6	61	61	NUM
epaa-3037	606	7	,	,	PUNCT
epaa-3037	606	8	247	247	NUM
epaa-3037	606	9	-	-	SYM
epaa-3037	606	10	259	259	NUM
epaa-3037	606	11	.	.	PUNCT
epaa-3037	607	1	https://doi.org/10.1016/j.jbi.2016.04.008	https://doi.org/10.1016/j.jbi.2016.04.008	PROPN
epaa-3037	607	2	wang	wang	PROPN
epaa-3037	607	3	,	,	PUNCT
epaa-3037	607	4	y.	y.	PROPN
epaa-3037	607	5	(	(	PUNCT
epaa-3037	607	6	2016	2016	NUM
epaa-3037	607	7	)	)	PUNCT
epaa-3037	607	8	.	.	PUNCT
epaa-3037	608	1	u.s	u.s	PROPN
epaa-3037	608	2	.	.	PROPN
epaa-3037	608	3	state	state	PROPN
epaa-3037	608	4	education	education	NOUN
epaa-3037	608	5	agencies	agency	NOUN
epaa-3037	608	6	’	'	PUNCT
epaa-3037	608	7	use	use	NOUN
epaa-3037	608	8	of	of	ADP
epaa-3037	608	9	twitter	twitter	NOUN
epaa-3037	608	10	:	:	PUNCT
epaa-3037	608	11	mission	mission	NOUN
epaa-3037	608	12	accomplished	accomplish	VERB
epaa-3037	608	13	?	?	PUNCT
epaa-3037	609	1	sage	sage	NOUN
epaa-3037	609	2	open	open	ADJ
epaa-3037	609	3	,	,	PUNCT
epaa-3037	609	4	6(1	6(1	NUM
epaa-3037	609	5	)	)	PUNCT
epaa-3037	609	6	,	,	PUNCT
epaa-3037	609	7	1	1	NUM
epaa-3037	609	8	-	-	SYM
epaa-3037	609	9	12	12	NUM
epaa-3037	609	10	.	.	PUNCT
epaa-3037	609	11	https://doi.org/10.1177/2158244015626492	https://doi.org/10.1177/2158244015626492	PROPN
epaa-3037	609	12	education	education	NOUN
epaa-3037	609	13	policy	policy	NOUN
epaa-3037	609	14	analysis	analysis	NOUN
epaa-3037	609	15	archives	archive	NOUN
epaa-3037	609	16	vol	vol	NOUN
epaa-3037	609	17	.	.	PUNCT
epaa-3037	610	1	25	25	NUM
epaa-3037	610	2	no	no	NOUN
epaa-3037	610	3	.	.	NOUN
epaa-3037	611	1	94	94	NUM
epaa-3037	611	2	20	20	NUM
epaa-3037	611	3	wang	wang	PROPN
epaa-3037	611	4	,	,	PUNCT
epaa-3037	611	5	y.	y.	PROPN
epaa-3037	611	6	(	(	PUNCT
epaa-3037	611	7	2017	2017	NUM
epaa-3037	611	8	)	)	PUNCT
epaa-3037	611	9	.	.	PUNCT
epaa-3037	612	1	the	the	DET
epaa-3037	612	2	social	social	ADJ
epaa-3037	612	3	networks	network	NOUN
epaa-3037	612	4	and	and	CCONJ
epaa-3037	612	5	paradoxes	paradox	NOUN
epaa-3037	612	6	of	of	ADP
epaa-3037	612	7	the	the	DET
epaa-3037	612	8	opt	opt	VERB
epaa-3037	612	9	-	-	PUNCT
epaa-3037	612	10	out	out	ADP
epaa-3037	612	11	movement	movement	NOUN
epaa-3037	612	12	amid	amid	ADP
epaa-3037	612	13	the	the	DET
epaa-3037	612	14	common	common	ADJ
epaa-3037	612	15	core	core	NOUN
epaa-3037	612	16	state	state	NOUN
epaa-3037	612	17	standards	standard	NOUN
epaa-3037	612	18	implementation	implementation	NOUN
epaa-3037	612	19	.	.	PUNCT
epaa-3037	613	1	education	education	NOUN
epaa-3037	613	2	policy	policy	NOUN
epaa-3037	613	3	analysis	analysis	NOUN
epaa-3037	613	4	archives	archive	NOUN
epaa-3037	613	5	,	,	PUNCT
epaa-3037	613	6	25(34	25(34	NUM
epaa-3037	613	7	)	)	PUNCT
epaa-3037	613	8	,	,	PUNCT
epaa-3037	613	9	1	1	NUM
epaa-3037	613	10	-	-	SYM
epaa-3037	613	11	27	27	NUM
epaa-3037	613	12	.	.	PUNCT
epaa-3037	614	1	https://doi.org/10.14507/epaa.25.2757	https://doi.org/10.14507/epaa.25.2757	PROPN
epaa-3037	614	2	wang	wang	PROPN
epaa-3037	614	3	,	,	PUNCT
epaa-3037	614	4	y.	y.	PROPN
epaa-3037	614	5	,	,	PUNCT
epaa-3037	614	6	bowers	bower	NOUN
epaa-3037	614	7	,	,	PUNCT
epaa-3037	614	8	a.	a.	PROPN
epaa-3037	614	9	,	,	PUNCT
epaa-3037	614	10	&	&	CCONJ
epaa-3037	614	11	fikis	fikis	PROPN
epaa-3037	614	12	,	,	PUNCT
epaa-3037	614	13	d.	d.	PROPN
epaa-3037	614	14	(	(	PUNCT
epaa-3037	614	15	2017	2017	NUM
epaa-3037	614	16	)	)	PUNCT
epaa-3037	614	17	.	.	PUNCT
epaa-3037	615	1	automated	automate	VERB
epaa-3037	615	2	text	text	NOUN
epaa-3037	615	3	data	datum	NOUN
epaa-3037	615	4	mining	mining	NOUN
epaa-3037	615	5	analysis	analysis	NOUN
epaa-3037	615	6	of	of	ADP
epaa-3037	615	7	five	five	NUM
epaa-3037	615	8	decades	decade	NOUN
epaa-3037	615	9	of	of	ADP
epaa-3037	615	10	educational	educational	ADJ
epaa-3037	615	11	leadership	leadership	NOUN
epaa-3037	615	12	research	research	NOUN
epaa-3037	615	13	literature	literature	NOUN
epaa-3037	615	14	:	:	PUNCT
epaa-3037	615	15	probabilistic	probabilistic	ADJ
epaa-3037	615	16	topic	topic	NOUN
epaa-3037	615	17	modeling	modeling	NOUN
epaa-3037	615	18	of	of	ADP
epaa-3037	615	19	eaq	eaq	NOUN
epaa-3037	615	20	articles	article	NOUN
epaa-3037	615	21	from	from	ADP
epaa-3037	615	22	1965	1965	NUM
epaa-3037	615	23	to	to	ADP
epaa-3037	615	24	2014	2014	NUM
epaa-3037	615	25	.	.	PUNCT
epaa-3037	616	1	educational	educational	ADJ
epaa-3037	616	2	administration	administration	PROPN
epaa-3037	616	3	quarterly	quarterly	PROPN
epaa-3037	616	4	,	,	PUNCT
epaa-3037	616	5	53(2	53(2	NUM
epaa-3037	616	6	)	)	PUNCT
epaa-3037	616	7	,	,	PUNCT
epaa-3037	616	8	289	289	NUM
epaa-3037	616	9	-	-	SYM
epaa-3037	616	10	323	323	NUM
epaa-3037	616	11	.	.	PUNCT
epaa-3037	617	1	https://doi.org/10.1177/0013161x16660585	https://doi.org/10.1177/0013161x16660585	X
epaa-3037	617	2	wang	wang	PROPN
epaa-3037	617	3	,	,	PUNCT
epaa-3037	617	4	y.	y.	PROPN
epaa-3037	617	5	,	,	PUNCT
epaa-3037	617	6	bowers	bower	NOUN
epaa-3037	617	7	,	,	PUNCT
epaa-3037	617	8	a.	a.	NOUN
epaa-3037	617	9	,	,	PUNCT
epaa-3037	617	10	chae	chae	PROPN
epaa-3037	617	11	,	,	PUNCT
epaa-3037	617	12	h.	h.	PROPN
epaa-3037	617	13	s.	s.	PROPN
epaa-3037	617	14	,	,	PUNCT
epaa-3037	617	15	fikis	fikis	PROPN
epaa-3037	617	16	,	,	PUNCT
epaa-3037	617	17	d.	d.	PROPN
epaa-3037	617	18	,	,	PUNCT
epaa-3037	617	19	&	&	CCONJ
epaa-3037	617	20	natriello	natriello	PROPN
epaa-3037	617	21	,	,	PUNCT
epaa-3037	617	22	g.	g.	PROPN
epaa-3037	617	23	(	(	PUNCT
epaa-3037	617	24	2017	2017	NUM
epaa-3037	617	25	)	)	PUNCT
epaa-3037	617	26	.	.	PUNCT
epaa-3037	618	1	illustrating	illustrate	VERB
epaa-3037	618	2	the	the	DET
epaa-3037	618	3	epistemological	epistemological	ADJ
epaa-3037	618	4	identity	identity	NOUN
epaa-3037	618	5	of	of	ADP
epaa-3037	618	6	education	education	NOUN
epaa-3037	618	7	research	research	NOUN
epaa-3037	618	8	:	:	PUNCT
epaa-3037	618	9	probabilistic	probabilistic	ADJ
epaa-3037	618	10	topic	topic	NOUN
epaa-3037	618	11	modeling	modeling	NOUN
epaa-3037	618	12	of	of	ADP
epaa-3037	618	13	116	116	NUM
epaa-3037	618	14	years	year	NOUN
epaa-3037	618	15	of	of	ADP
epaa-3037	618	16	literature	literature	NOUN
epaa-3037	618	17	of	of	ADP
epaa-3037	618	18	teachers	teachers	PROPN
epaa-3037	618	19	college	college	PROPN
epaa-3037	618	20	record	record	NOUN
epaa-3037	618	21	from	from	ADP
epaa-3037	618	22	1900	1900	NUM
epaa-3037	618	23	to	to	ADP
epaa-3037	618	24	2015	2015	NUM
epaa-3037	618	25	.	.	PUNCT
epaa-3037	619	1	paper	paper	NOUN
epaa-3037	619	2	accepted	accept	VERB
epaa-3037	619	3	for	for	ADP
epaa-3037	619	4	presentation	presentation	NOUN
epaa-3037	619	5	at	at	ADP
epaa-3037	619	6	the	the	DET
epaa-3037	619	7	2017	2017	NUM
epaa-3037	619	8	annual	annual	ADJ
epaa-3037	619	9	meeting	meeting	NOUN
epaa-3037	619	10	of	of	ADP
epaa-3037	619	11	american	american	PROPN
epaa-3037	619	12	educational	educational	PROPN
epaa-3037	619	13	research	research	PROPN
epaa-3037	619	14	association	association	PROPN
epaa-3037	619	15	.	.	PUNCT
epaa-3037	620	1	san	san	PROPN
epaa-3037	620	2	antonio	antonio	PROPN
epaa-3037	620	3	,	,	PUNCT
epaa-3037	620	4	tx	tx	PROPN
epaa-3037	620	5	.	.	PUNCT
epaa-3037	621	1	wang	wang	PROPN
epaa-3037	621	2	,	,	PUNCT
epaa-3037	621	3	y.	y.	PROPN
epaa-3037	621	4	,	,	PUNCT
epaa-3037	621	5	&	&	CCONJ
epaa-3037	621	6	fikis	fikis	PROPN
epaa-3037	621	7	,	,	PUNCT
epaa-3037	621	8	d.	d.	PROPN
epaa-3037	621	9	(	(	PUNCT
epaa-3037	621	10	2017	2017	NUM
epaa-3037	621	11	)	)	PUNCT
epaa-3037	621	12	.	.	PUNCT
epaa-3037	622	1	common	common	ADJ
epaa-3037	622	2	core	core	NOUN
epaa-3037	622	3	standards	standard	NOUN
epaa-3037	622	4	on	on	ADP
epaa-3037	622	5	twitter	twitter	NOUN
epaa-3037	622	6	:	:	PUNCT
epaa-3037	622	7	public	public	ADJ
epaa-3037	622	8	sentiment	sentiment	NOUN
epaa-3037	622	9	and	and	CCONJ
epaa-3037	622	10	opinion	opinion	NOUN
epaa-3037	622	11	leaders	leader	NOUN
epaa-3037	622	12	.	.	PUNCT
epaa-3037	623	1	educational	educational	ADJ
epaa-3037	623	2	policy	policy	NOUN
epaa-3037	623	3	,	,	PUNCT
epaa-3037	623	4	online	online	ADV
epaa-3037	623	5	first	first	ADJ
epaa-3037	623	6	.	.	PUNCT
epaa-3037	624	1	https://doi.org/10.1177/0895904817723739	https://doi.org/10.1177/0895904817723739	X
epaa-3037	625	1	wang	wang	PROPN
epaa-3037	625	2	,	,	PUNCT
epaa-3037	625	3	y.	y.	PROPN
epaa-3037	625	4	,	,	PUNCT
epaa-3037	625	5	&	&	CCONJ
epaa-3037	625	6	fikis	fikis	PROPN
epaa-3037	625	7	,	,	PUNCT
epaa-3037	625	8	d.	d.	PROPN
epaa-3037	625	9	(	(	PUNCT
epaa-3037	625	10	2016	2016	NUM
epaa-3037	625	11	,	,	PUNCT
epaa-3037	625	12	november	november	PROPN
epaa-3037	625	13	)	)	PUNCT
epaa-3037	625	14	.	.	PUNCT
epaa-3037	626	1	text	text	NOUN
epaa-3037	626	2	mining	mining	NOUN
epaa-3037	626	3	social	social	ADJ
epaa-3037	626	4	media	medium	NOUN
epaa-3037	626	5	data	datum	NOUN
epaa-3037	626	6	on	on	ADP
epaa-3037	626	7	the	the	DET
epaa-3037	626	8	common	common	ADJ
epaa-3037	626	9	core	core	NOUN
epaa-3037	626	10	state	state	NOUN
epaa-3037	626	11	standards	standard	NOUN
epaa-3037	626	12	:	:	PUNCT
epaa-3037	626	13	topic	topic	NOUN
epaa-3037	626	14	modeling	modeling	NOUN
epaa-3037	626	15	and	and	CCONJ
epaa-3037	626	16	hashtag	hashtag	NOUN
epaa-3037	626	17	co	co	NOUN
epaa-3037	626	18	-	-	NOUN
epaa-3037	626	19	concurrence	concurrence	NOUN
epaa-3037	626	20	network	network	NOUN
epaa-3037	626	21	analysis	analysis	NOUN
epaa-3037	626	22	.	.	PUNCT
epaa-3037	627	1	paper	paper	NOUN
epaa-3037	627	2	presented	present	VERB
epaa-3037	627	3	at	at	ADP
epaa-3037	627	4	the	the	DET
epaa-3037	627	5	2016	2016	NUM
epaa-3037	627	6	annual	annual	ADJ
epaa-3037	627	7	convention	convention	NOUN
epaa-3037	627	8	of	of	ADP
epaa-3037	627	9	university	university	PROPN
epaa-3037	627	10	council	council	NOUN
epaa-3037	627	11	for	for	ADP
epaa-3037	627	12	educational	educational	ADJ
epaa-3037	627	13	administration	administration	NOUN
epaa-3037	627	14	.	.	PUNCT
epaa-3037	628	1	detroit	detroit	PROPN
epaa-3037	628	2	,	,	PUNCT
epaa-3037	628	3	mi	mi	PROPN
epaa-3037	628	4	.	.	PROPN
epaa-3037	628	5	watts	watts	PROPN
epaa-3037	628	6	,	,	PUNCT
epaa-3037	628	7	d.	d.	PROPN
epaa-3037	628	8	j.	j.	PROPN
epaa-3037	628	9	(	(	PUNCT
epaa-3037	628	10	2013	2013	NUM
epaa-3037	628	11	)	)	PUNCT
epaa-3037	628	12	.	.	PUNCT
epaa-3037	629	1	computational	computational	ADJ
epaa-3037	629	2	social	social	ADJ
epaa-3037	629	3	science	science	NOUN
epaa-3037	629	4	:	:	PUNCT
epaa-3037	629	5	exciting	exciting	ADJ
epaa-3037	629	6	progress	progress	NOUN
epaa-3037	629	7	and	and	CCONJ
epaa-3037	629	8	future	future	ADJ
epaa-3037	629	9	directions	direction	NOUN
epaa-3037	629	10	.	.	PUNCT
epaa-3037	630	1	the	the	DET
epaa-3037	630	2	bridge	bridge	NOUN
epaa-3037	630	3	linking	link	VERB
epaa-3037	630	4	engineering	engineering	NOUN
epaa-3037	630	5	and	and	CCONJ
epaa-3037	630	6	society	society	NOUN
epaa-3037	630	7	,	,	PUNCT
epaa-3037	630	8	43(4	43(4	NOUN
epaa-3037	630	9	)	)	PUNCT
epaa-3037	630	10	,	,	PUNCT
epaa-3037	630	11	5	5	NUM
epaa-3037	630	12	-	-	SYM
epaa-3037	630	13	11	11	NUM
epaa-3037	630	14	.	.	PUNCT
epaa-3037	631	1	wilson	wilson	PROPN
epaa-3037	631	2	,	,	PUNCT
epaa-3037	631	3	c.	c.	PROPN
epaa-3037	631	4	(	(	PUNCT
epaa-3037	631	5	2014	2014	NUM
epaa-3037	631	6	)	)	PUNCT
epaa-3037	631	7	.	.	PUNCT
epaa-3037	632	1	the	the	DET
epaa-3037	632	2	selfiest	selfi	ADJ
epaa-3037	632	3	cities	city	NOUN
epaa-3037	632	4	in	in	ADP
epaa-3037	632	5	the	the	DET
epaa-3037	632	6	world	world	NOUN
epaa-3037	632	7	:	:	PUNCT
epaa-3037	632	8	time	time	NOUN
epaa-3037	632	9	’s	’s	PART
epaa-3037	632	10	definitive	definitive	ADJ
epaa-3037	632	11	ranking	ranking	NOUN
epaa-3037	632	12	.	.	PUNCT
epaa-3037	632	13	time	time	NOUN
epaa-3037	632	14	.	.	PUNCT
epaa-3037	633	1	retrieved	retrieve	VERB
epaa-3037	633	2	from	from	ADP
epaa-3037	633	3	http://time.com/selfies-cities-world-rankings/	http://time.com/selfies-cities-world-rankings/	PROPN
epaa-3037	633	4	wright	wright	PROPN
epaa-3037	633	5	,	,	PUNCT
epaa-3037	633	6	r.	r.	PROPN
epaa-3037	633	7	n.	n.	PROPN
epaa-3037	633	8	,	,	PUNCT
epaa-3037	633	9	camp	camp	NOUN
epaa-3037	633	10	,	,	PUNCT
epaa-3037	633	11	l.	l.	PROPN
epaa-3037	633	12	j.	j.	PROPN
epaa-3037	633	13	,	,	PUNCT
epaa-3037	633	14	goldberg	goldberg	PROPN
epaa-3037	633	15	,	,	PUNCT
epaa-3037	633	16	i.	i.	PROPN
epaa-3037	633	17	,	,	PUNCT
epaa-3037	633	18	rivest	riv	ADJ
epaa-3037	633	19	,	,	PUNCT
epaa-3037	633	20	r.	r.	PROPN
epaa-3037	633	21	,	,	PUNCT
epaa-3037	633	22	&	&	CCONJ
epaa-3037	633	23	wood	wood	PROPN
epaa-3037	633	24	,	,	PUNCT
epaa-3037	633	25	g.	g.	PROPN
epaa-3037	633	26	(	(	PUNCT
epaa-3037	633	27	2003	2003	NUM
epaa-3037	633	28	)	)	PUNCT
epaa-3037	633	29	.	.	PUNCT
epaa-3037	634	1	privacy	privacy	NOUN
epaa-3037	634	2	tradeoffs	tradeoff	NOUN
epaa-3037	634	3	:	:	PUNCT
epaa-3037	634	4	myth	myth	NOUN
epaa-3037	634	5	or	or	CCONJ
epaa-3037	634	6	reality	reality	NOUN
epaa-3037	634	7	.	.	PUNCT
epaa-3037	635	1	financial	financial	ADJ
epaa-3037	635	2	cryptography	cryptography	NOUN
epaa-3037	635	3	:	:	PUNCT
epaa-3037	635	4	lecture	lecture	NOUN
epaa-3037	635	5	notes	note	NOUN
epaa-3037	635	6	in	in	ADP
epaa-3037	635	7	computer	computer	NOUN
epaa-3037	635	8	science	science	NOUN
epaa-3037	635	9	,	,	PUNCT
epaa-3037	635	10	2357	2357	NUM
epaa-3037	635	11	,	,	PUNCT
epaa-3037	635	12	147	147	NUM
epaa-3037	635	13	-	-	SYM
epaa-3037	635	14	151	151	NUM
epaa-3037	635	15	.	.	PUNCT
epaa-3037	636	1	https://doi.org/10.1007/3-540-36504-4_11	https://doi.org/10.1007/3-540-36504-4_11	PROPN
epaa-3037	636	2	xie	xie	PROPN
epaa-3037	636	3	,	,	PUNCT
epaa-3037	636	4	m.	m.	NOUN
epaa-3037	636	5	,	,	PUNCT
epaa-3037	636	6	jean	jean	PROPN
epaa-3037	636	7	,	,	PUNCT
epaa-3037	636	8	n.	n.	PROPN
epaa-3037	636	9	,	,	PUNCT
epaa-3037	636	10	burke	burke	PROPN
epaa-3037	636	11	,	,	PUNCT
epaa-3037	636	12	m.	m.	NOUN
epaa-3037	636	13	,	,	PUNCT
epaa-3037	636	14	lobell	lobell	PROPN
epaa-3037	636	15	,	,	PUNCT
epaa-3037	636	16	d.	d.	PROPN
epaa-3037	636	17	,	,	PUNCT
epaa-3037	636	18	&	&	CCONJ
epaa-3037	636	19	ermon	ermon	PROPN
epaa-3037	636	20	,	,	PUNCT
epaa-3037	636	21	s.	s.	PROPN
epaa-3037	636	22	(	(	PUNCT
epaa-3037	636	23	2016	2016	NUM
epaa-3037	636	24	)	)	PUNCT
epaa-3037	636	25	.	.	PUNCT
epaa-3037	637	1	transfer	transfer	NOUN
epaa-3037	637	2	learning	learn	VERB
epaa-3037	637	3	from	from	ADP
epaa-3037	637	4	deep	deep	ADJ
epaa-3037	637	5	features	feature	NOUN
epaa-3037	637	6	for	for	ADP
epaa-3037	637	7	remote	remote	ADJ
epaa-3037	637	8	sensing	sensing	NOUN
epaa-3037	637	9	and	and	CCONJ
epaa-3037	637	10	poverty	poverty	NOUN
epaa-3037	637	11	mapping	mapping	NOUN
epaa-3037	637	12	.	.	PUNCT
epaa-3037	638	1	paper	paper	NOUN
epaa-3037	638	2	presented	present	VERB
epaa-3037	638	3	at	at	ADP
epaa-3037	638	4	the	the	DET
epaa-3037	638	5	30th	30th	ADJ
epaa-3037	638	6	aaai	aaai	PROPN
epaa-3037	638	7	conference	conference	NOUN
epaa-3037	638	8	on	on	ADP
epaa-3037	638	9	artificial	artificial	ADJ
epaa-3037	638	10	intelligence	intelligence	NOUN
epaa-3037	638	11	.	.	PUNCT
epaa-3037	639	1	phoenix	phoenix	PROPN
epaa-3037	639	2	,	,	PUNCT
epaa-3037	639	3	az	az	PROPN
epaa-3037	639	4	.	.	PUNCT
epaa-3037	640	1	young	young	PROPN
epaa-3037	640	2	,	,	PUNCT
epaa-3037	640	3	s.	s.	PROPN
epaa-3037	640	4	d.	d.	PROPN
epaa-3037	640	5	,	,	PUNCT
epaa-3037	640	6	rivers	river	NOUN
epaa-3037	640	7	,	,	PUNCT
epaa-3037	640	8	c.	c.	PROPN
epaa-3037	640	9	,	,	PUNCT
epaa-3037	640	10	&	&	CCONJ
epaa-3037	640	11	lewis	lewis	PROPN
epaa-3037	640	12	,	,	PUNCT
epaa-3037	640	13	b.	b.	PROPN
epaa-3037	640	14	(	(	PUNCT
epaa-3037	640	15	2014	2014	NUM
epaa-3037	640	16	)	)	PUNCT
epaa-3037	640	17	.	.	PUNCT
epaa-3037	641	1	methods	method	NOUN
epaa-3037	641	2	of	of	ADP
epaa-3037	641	3	using	use	VERB
epaa-3037	641	4	real	real	ADJ
epaa-3037	641	5	-	-	PUNCT
epaa-3037	641	6	time	time	NOUN
epaa-3037	641	7	social	social	ADJ
epaa-3037	641	8	media	medium	NOUN
epaa-3037	641	9	technologies	technology	NOUN
epaa-3037	641	10	for	for	ADP
epaa-3037	641	11	detection	detection	NOUN
epaa-3037	641	12	and	and	CCONJ
epaa-3037	641	13	remote	remote	ADJ
epaa-3037	641	14	monitoring	monitoring	NOUN
epaa-3037	641	15	of	of	ADP
epaa-3037	641	16	hiv	hiv	PROPN
epaa-3037	641	17	outcomes	outcome	NOUN
epaa-3037	641	18	.	.	PUNCT
epaa-3037	642	1	preventive	preventive	ADJ
epaa-3037	642	2	medicine	medicine	NOUN
epaa-3037	642	3	,	,	PUNCT
epaa-3037	642	4	63	63	NUM
epaa-3037	642	5	,	,	PUNCT
epaa-3037	642	6	112	112	NUM
epaa-3037	642	7	-	-	SYM
epaa-3037	642	8	115	115	NUM
epaa-3037	642	9	.	.	PUNCT
epaa-3037	643	1	https://doi.org/10.1016/j.ypmed.2014.01.024	https://doi.org/10.1016/j.ypmed.2014.01.024	NUM
epaa-3037	643	2	education	education	NOUN
epaa-3037	643	3	policy	policy	NOUN
epaa-3037	643	4	research	research	NOUN
epaa-3037	643	5	in	in	ADP
epaa-3037	643	6	the	the	DET
epaa-3037	643	7	big	big	ADJ
epaa-3037	643	8	data	data	PROPN
epaa-3037	643	9	era	era	NOUN
epaa-3037	643	10	21	21	NUM
epaa-3037	643	11	about	about	ADP
epaa-3037	643	12	the	the	DET
epaa-3037	643	13	author	author	NOUN
epaa-3037	643	14	yinying	yinying	PROPN
epaa-3037	643	15	wang	wang	PROPN
epaa-3037	643	16	georgia	georgia	PROPN
epaa-3037	643	17	state	state	PROPN
epaa-3037	643	18	university	university	PROPN
epaa-3037	643	19	ywang103@gsu.edu	ywang103@gsu.edu	PROPN
epaa-3037	643	20	http://orcid.org/0000-0002-9005-9641	http://orcid.org/0000-0002-9005-9641	PROPN
epaa-3037	643	21	yinying	yinye	VERB
epaa-3037	643	22	wang	wang	PROPN
epaa-3037	643	23	is	be	AUX
epaa-3037	643	24	an	an	DET
epaa-3037	643	25	assistant	assistant	ADJ
epaa-3037	643	26	professor	professor	NOUN
epaa-3037	643	27	of	of	ADP
epaa-3037	643	28	educational	educational	ADJ
epaa-3037	643	29	leadership	leadership	NOUN
epaa-3037	643	30	in	in	ADP
epaa-3037	643	31	the	the	DET
epaa-3037	643	32	department	department	NOUN
epaa-3037	643	33	of	of	ADP
epaa-3037	643	34	educational	educational	ADJ
epaa-3037	643	35	policy	policy	NOUN
epaa-3037	643	36	studies	study	NOUN
epaa-3037	643	37	at	at	ADP
epaa-3037	643	38	college	college	NOUN
epaa-3037	643	39	of	of	ADP
epaa-3037	643	40	education	education	NOUN
epaa-3037	643	41	and	and	CCONJ
epaa-3037	643	42	human	human	ADJ
epaa-3037	643	43	development	development	NOUN
epaa-3037	643	44	,	,	PUNCT
epaa-3037	643	45	georgia	georgia	PROPN
epaa-3037	643	46	state	state	PROPN
epaa-3037	643	47	university	university	PROPN
epaa-3037	643	48	.	.	PUNCT
epaa-3037	644	1	her	her	PRON
epaa-3037	644	2	research	research	NOUN
epaa-3037	644	3	interests	interest	NOUN
epaa-3037	644	4	include	include	VERB
epaa-3037	644	5	social	social	ADJ
epaa-3037	644	6	network	network	NOUN
epaa-3037	644	7	analysis	analysis	NOUN
epaa-3037	644	8	in	in	ADP
epaa-3037	644	9	educational	educational	ADJ
epaa-3037	644	10	leadership	leadership	NOUN
epaa-3037	644	11	and	and	CCONJ
epaa-3037	644	12	policy	policy	NOUN
epaa-3037	644	13	,	,	PUNCT
epaa-3037	644	14	social	social	ADJ
epaa-3037	644	15	media	medium	NOUN
epaa-3037	644	16	in	in	ADP
epaa-3037	644	17	education	education	NOUN
epaa-3037	644	18	policy	policy	NOUN
epaa-3037	644	19	making	making	NOUN
epaa-3037	644	20	and	and	CCONJ
epaa-3037	644	21	organizational	organizational	ADJ
epaa-3037	644	22	communication	communication	NOUN
epaa-3037	644	23	,	,	PUNCT
epaa-3037	644	24	and	and	CCONJ
epaa-3037	644	25	educational	educational	ADJ
epaa-3037	644	26	technology	technology	NOUN
epaa-3037	644	27	leadership	leadership	NOUN
epaa-3037	644	28	.	.	PUNCT
epaa-3037	645	1	education	education	NOUN
epaa-3037	645	2	policy	policy	NOUN
epaa-3037	645	3	analysis	analysis	NOUN
epaa-3037	645	4	archives	archive	NOUN
epaa-3037	645	5	volume	volume	VERB
epaa-3037	645	6	25	25	NUM
epaa-3037	645	7	number	number	NOUN
epaa-3037	645	8	94	94	NUM
epaa-3037	645	9	august	august	PROPN
epaa-3037	645	10	21	21	NUM
epaa-3037	645	11	,	,	PUNCT
epaa-3037	645	12	2017	2017	NUM
epaa-3037	645	13	issn	issn	PROPN
epaa-3037	645	14	1068	1068	NUM
epaa-3037	645	15	-	-	SYM
epaa-3037	645	16	2341	2341	NUM
epaa-3037	645	17	readers	reader	NOUN
epaa-3037	645	18	are	be	AUX
epaa-3037	645	19	free	free	ADJ
epaa-3037	645	20	to	to	PART
epaa-3037	645	21	copy	copy	VERB
epaa-3037	645	22	,	,	PUNCT
epaa-3037	645	23	display	display	NOUN
epaa-3037	645	24	,	,	PUNCT
epaa-3037	645	25	and	and	CCONJ
epaa-3037	645	26	distribute	distribute	VERB
epaa-3037	645	27	this	this	DET
epaa-3037	645	28	article	article	NOUN
epaa-3037	645	29	,	,	PUNCT
epaa-3037	645	30	as	as	ADV
epaa-3037	645	31	long	long	ADV
epaa-3037	645	32	as	as	SCONJ
epaa-3037	645	33	the	the	DET
epaa-3037	645	34	work	work	NOUN
epaa-3037	645	35	is	be	AUX
epaa-3037	645	36	attributed	attribute	VERB
epaa-3037	645	37	to	to	ADP
epaa-3037	645	38	the	the	DET
epaa-3037	645	39	author(s	author(s	NOUN
epaa-3037	645	40	)	)	PUNCT
epaa-3037	645	41	and	and	CCONJ
epaa-3037	645	42	education	education	NOUN
epaa-3037	645	43	policy	policy	NOUN
epaa-3037	645	44	analysis	analysis	NOUN
epaa-3037	645	45	archives	archive	NOUN
epaa-3037	645	46	,	,	PUNCT
epaa-3037	645	47	it	it	PRON
epaa-3037	645	48	is	be	AUX
epaa-3037	645	49	distributed	distribute	VERB
epaa-3037	645	50	for	for	ADP
epaa-3037	645	51	noncommercial	noncommercial	ADJ
epaa-3037	645	52	purposes	purpose	NOUN
epaa-3037	645	53	only	only	ADV
epaa-3037	645	54	,	,	PUNCT
epaa-3037	645	55	and	and	CCONJ
epaa-3037	645	56	no	no	DET
epaa-3037	645	57	alteration	alteration	NOUN
epaa-3037	645	58	or	or	CCONJ
epaa-3037	645	59	transformation	transformation	NOUN
epaa-3037	645	60	is	be	AUX
epaa-3037	645	61	made	make	VERB
epaa-3037	645	62	in	in	ADP
epaa-3037	645	63	the	the	DET
epaa-3037	645	64	work	work	NOUN
epaa-3037	645	65	.	.	PUNCT
epaa-3037	646	1	more	more	ADJ
epaa-3037	646	2	details	detail	NOUN
epaa-3037	646	3	of	of	ADP
epaa-3037	646	4	this	this	DET
epaa-3037	646	5	creative	creative	ADJ
epaa-3037	646	6	commons	common	NOUN
epaa-3037	646	7	license	license	NOUN
epaa-3037	646	8	are	be	AUX
epaa-3037	646	9	available	available	ADJ
epaa-3037	646	10	at	at	ADP
epaa-3037	646	11	http://creativecommons.org/licenses/by-nc-sa/3.0/.	http://creativecommons.org/licenses/by-nc-sa/3.0/.	NOUN
epaa-3037	646	12	all	all	DET
epaa-3037	646	13	other	other	ADJ
epaa-3037	646	14	uses	use	NOUN
epaa-3037	646	15	must	must	AUX
epaa-3037	646	16	be	be	AUX
epaa-3037	646	17	approved	approve	VERB
epaa-3037	646	18	by	by	ADP
epaa-3037	646	19	the	the	DET
epaa-3037	646	20	author(s	author(s	NOUN
epaa-3037	646	21	)	)	PUNCT
epaa-3037	646	22	or	or	CCONJ
epaa-3037	646	23	epaa	epaa	NOUN
epaa-3037	646	24	.	.	PUNCT
epaa-3037	647	1	epaa	epaa	PROPN
epaa-3037	647	2	is	be	AUX
epaa-3037	647	3	published	publish	VERB
epaa-3037	647	4	by	by	ADP
epaa-3037	647	5	the	the	DET
epaa-3037	647	6	mary	mary	PROPN
epaa-3037	647	7	lou	lou	PROPN
epaa-3037	647	8	fulton	fulton	PROPN
epaa-3037	647	9	institute	institute	PROPN
epaa-3037	647	10	and	and	CCONJ
epaa-3037	647	11	graduate	graduate	PROPN
epaa-3037	647	12	school	school	NOUN
epaa-3037	647	13	of	of	ADP
epaa-3037	647	14	education	education	NOUN
epaa-3037	647	15	at	at	ADP
epaa-3037	647	16	arizona	arizona	PROPN
epaa-3037	647	17	state	state	PROPN
epaa-3037	647	18	university	university	PROPN
epaa-3037	647	19	articles	article	NOUN
epaa-3037	647	20	are	be	AUX
epaa-3037	647	21	indexed	index	VERB
epaa-3037	647	22	in	in	ADP
epaa-3037	647	23	circ	circ	PROPN
epaa-3037	647	24	(	(	PUNCT
epaa-3037	647	25	clasificación	clasificación	PROPN
epaa-3037	647	26	integrada	integrada	PROPN
epaa-3037	647	27	de	de	PROPN
epaa-3037	647	28	revistas	revistas	PROPN
epaa-3037	647	29	científicas	científicas	PROPN
epaa-3037	647	30	,	,	PUNCT
epaa-3037	647	31	spain	spain	PROPN
epaa-3037	647	32	)	)	PUNCT
epaa-3037	647	33	,	,	PUNCT
epaa-3037	647	34	dialnet	dialnet	NOUN
epaa-3037	647	35	(	(	PUNCT
epaa-3037	647	36	spain	spain	PROPN
epaa-3037	647	37	)	)	PUNCT
epaa-3037	647	38	,	,	PUNCT
epaa-3037	647	39	directory	directory	NOUN
epaa-3037	647	40	of	of	ADP
epaa-3037	647	41	open	open	ADJ
epaa-3037	647	42	access	access	NOUN
epaa-3037	647	43	journals	journal	NOUN
epaa-3037	647	44	,	,	PUNCT
epaa-3037	647	45	ebsco	ebsco	PROPN
epaa-3037	647	46	education	education	PROPN
epaa-3037	647	47	research	research	NOUN
epaa-3037	647	48	complete	complete	ADJ
epaa-3037	647	49	,	,	PUNCT
epaa-3037	647	50	eric	eric	PROPN
epaa-3037	647	51	,	,	PUNCT
epaa-3037	647	52	education	education	NOUN
epaa-3037	647	53	full	full	ADJ
epaa-3037	647	54	text	text	NOUN
epaa-3037	647	55	(	(	PUNCT
epaa-3037	647	56	h.w	h.w	PROPN
epaa-3037	647	57	.	.	PROPN
epaa-3037	647	58	wilson	wilson	PROPN
epaa-3037	647	59	)	)	PUNCT
epaa-3037	647	60	,	,	PUNCT
epaa-3037	647	61	qualis	qualis	PROPN
epaa-3037	647	62	a1	a1	PROPN
epaa-3037	647	63	(	(	PUNCT
epaa-3037	647	64	brazil	brazil	PROPN
epaa-3037	647	65	)	)	PUNCT
epaa-3037	647	66	,	,	PUNCT
epaa-3037	647	67	scimago	scimago	PROPN
epaa-3037	647	68	journal	journal	PROPN
epaa-3037	647	69	rank	rank	PROPN
epaa-3037	647	70	;	;	PUNCT
epaa-3037	647	71	scopus	scopus	PROPN
epaa-3037	647	72	,	,	PUNCT
epaa-3037	647	73	socolar	socolar	ADJ
epaa-3037	647	74	(	(	PUNCT
epaa-3037	647	75	china	china	PROPN
epaa-3037	647	76	)	)	PUNCT
epaa-3037	647	77	.	.	PUNCT
epaa-3037	648	1	please	please	INTJ
epaa-3037	648	2	send	send	VERB
epaa-3037	648	3	errata	errata	NOUN
epaa-3037	648	4	notes	note	NOUN
epaa-3037	648	5	to	to	ADP
epaa-3037	648	6	audrey	audrey	PROPN
epaa-3037	648	7	amrein	amrein	PROPN
epaa-3037	648	8	-	-	PUNCT
epaa-3037	648	9	beardsley	beardsley	PROPN
epaa-3037	648	10	at	at	ADP
epaa-3037	648	11	audrey.beardsley@asu.edu	audrey.beardsley@asu.edu	PROPN
epaa-3037	648	12	join	join	VERB
epaa-3037	648	13	epaa	epaa	PROPN
epaa-3037	648	14	’s	’s	PART
epaa-3037	648	15	facebook	facebook	PROPN
epaa-3037	648	16	community	community	NOUN
epaa-3037	648	17	at	at	ADP
epaa-3037	648	18	https://www.facebook.com/epaaaape	https://www.facebook.com/epaaaape	PROPN
epaa-3037	648	19	and	and	CCONJ
epaa-3037	648	20	twitter	twitter	NOUN
epaa-3037	648	21	feed	feed	NOUN
epaa-3037	648	22	@epaa_aape	@epaa_aape	NOUN
epaa-3037	648	23	.	.	PUNCT
epaa-3037	649	1	mailto:ywang103@gsu.edu	mailto:ywang103@gsu.edu	NOUN
epaa-3037	649	2	http://orcid.org/0000-0002-9005-9641	http://orcid.org/0000-0002-9005-9641	VERB
epaa-3037	649	3	http://www.doaj.org/	http://www.doaj.org/	PROPN
epaa-3037	649	4	mailto:audrey.beardsley@asu.edu	mailto:audrey.beardsley@asu.edu	PROPN
epaa-3037	649	5	https://www.facebook.com/epaaaape	https://www.facebook.com/epaaaape	PROPN
epaa-3037	649	6	education	education	NOUN
epaa-3037	649	7	policy	policy	NOUN
epaa-3037	649	8	analysis	analysis	NOUN
epaa-3037	649	9	archives	archive	NOUN
epaa-3037	649	10	vol	vol	NOUN
epaa-3037	649	11	.	.	PUNCT
epaa-3037	650	1	25	25	NUM
epaa-3037	650	2	no	no	NOUN
epaa-3037	650	3	.	.	PUNCT
epaa-3037	651	1	94	94	NUM
epaa-3037	651	2	22	22	NUM
epaa-3037	651	3	education	education	NOUN
epaa-3037	651	4	policy	policy	NOUN
epaa-3037	651	5	analysis	analysis	NOUN
epaa-3037	651	6	archives	archive	NOUN
epaa-3037	651	7	editorial	editorial	NOUN
epaa-3037	651	8	board	board	PROPN
epaa-3037	651	9	lead	lead	PROPN
epaa-3037	651	10	editor	editor	NOUN
epaa-3037	651	11	:	:	PUNCT
epaa-3037	651	12	audrey	audrey	PROPN
epaa-3037	651	13	amrein	amrein	PROPN
epaa-3037	651	14	-	-	PUNCT
epaa-3037	651	15	beardsley	beardsley	PROPN
epaa-3037	651	16	(	(	PUNCT
epaa-3037	651	17	arizona	arizona	PROPN
epaa-3037	651	18	state	state	PROPN
epaa-3037	651	19	university	university	PROPN
epaa-3037	651	20	)	)	PUNCT
epaa-3037	651	21	editor	editor	NOUN
epaa-3037	651	22	consultor	consultor	NOUN
epaa-3037	651	23	:	:	PUNCT
epaa-3037	651	24	gustavo	gustavo	PROPN
epaa-3037	651	25	e.	e.	PROPN
epaa-3037	651	26	fischman	fischman	PROPN
epaa-3037	651	27	(	(	PUNCT
epaa-3037	651	28	arizona	arizona	PROPN
epaa-3037	651	29	state	state	PROPN
epaa-3037	651	30	university	university	PROPN
epaa-3037	651	31	)	)	PUNCT
epaa-3037	651	32	associate	associate	ADJ
epaa-3037	651	33	editors	editor	NOUN
epaa-3037	651	34	:	:	PUNCT
epaa-3037	651	35	david	david	PROPN
epaa-3037	651	36	carlson	carlson	PROPN
epaa-3037	651	37	,	,	PUNCT
epaa-3037	651	38	lauren	lauren	PROPN
epaa-3037	651	39	harris	harris	PROPN
epaa-3037	651	40	,	,	PUNCT
epaa-3037	651	41	margarita	margarita	PROPN
epaa-3037	651	42	jimenez	jimenez	PROPN
epaa-3037	651	43	-	-	PUNCT
epaa-3037	651	44	silva	silva	PROPN
epaa-3037	651	45	,	,	PUNCT
epaa-3037	651	46	eugene	eugene	PROPN
epaa-3037	651	47	judson	judson	PROPN
epaa-3037	651	48	,	,	PUNCT
epaa-3037	651	49	mirka	mirka	PROPN
epaa-3037	651	50	koroljungberg	koroljungberg	PROPN
epaa-3037	651	51	,	,	PUNCT
epaa-3037	651	52	scott	scott	PROPN
epaa-3037	651	53	marley	marley	PROPN
epaa-3037	651	54	,	,	PUNCT
epaa-3037	651	55	jeanne	jeanne	PROPN
epaa-3037	651	56	m.	m.	PROPN
epaa-3037	651	57	powers	powers	PROPN
epaa-3037	651	58	,	,	PUNCT
epaa-3037	651	59	iveta	iveta	PROPN
epaa-3037	651	60	silova	silova	PROPN
epaa-3037	651	61	,	,	PUNCT
epaa-3037	651	62	maria	maria	PROPN
epaa-3037	651	63	teresa	teresa	PROPN
epaa-3037	651	64	tatto	tatto	PROPN
epaa-3037	651	65	(	(	PUNCT
epaa-3037	651	66	arizona	arizona	PROPN
epaa-3037	651	67	state	state	PROPN
epaa-3037	651	68	university	university	PROPN
epaa-3037	651	69	)	)	PUNCT
epaa-3037	651	70	cristina	cristina	PROPN
epaa-3037	651	71	alfaro	alfaro	PROPN
epaa-3037	651	72	san	san	PROPN
epaa-3037	651	73	diego	diego	PROPN
epaa-3037	651	74	state	state	PROPN
epaa-3037	651	75	university	university	PROPN
epaa-3037	651	76	ronald	ronald	PROPN
epaa-3037	651	77	glass	glass	PROPN
epaa-3037	651	78	university	university	PROPN
epaa-3037	651	79	of	of	ADP
epaa-3037	651	80	california	california	PROPN
epaa-3037	651	81	,	,	PUNCT
epaa-3037	651	82	santa	santa	PROPN
epaa-3037	651	83	cruz	cruz	PROPN
epaa-3037	651	84	r.	r.	PROPN
epaa-3037	651	85	anthony	anthony	PROPN
epaa-3037	651	86	rolle	rolle	PROPN
epaa-3037	651	87	university	university	PROPN
epaa-3037	651	88	of	of	ADP
epaa-3037	651	89	houston	houston	PROPN
epaa-3037	651	90	gary	gary	PROPN
epaa-3037	651	91	anderson	anderson	PROPN
epaa-3037	651	92	new	new	PROPN
epaa-3037	651	93	york	york	PROPN
epaa-3037	651	94	university	university	PROPN
epaa-3037	651	95	jacob	jacob	PROPN
epaa-3037	651	96	p.	p.	PROPN
epaa-3037	651	97	k.	k.	PROPN
epaa-3037	652	1	gross	gross	PROPN
epaa-3037	652	2	university	university	PROPN
epaa-3037	652	3	of	of	ADP
epaa-3037	652	4	louisville	louisville	PROPN
epaa-3037	652	5	a.	a.	PROPN
epaa-3037	652	6	g.	g.	PROPN
epaa-3037	652	7	rud	rud	PROPN
epaa-3037	652	8	washington	washington	PROPN
epaa-3037	652	9	state	state	PROPN
epaa-3037	652	10	university	university	PROPN
epaa-3037	652	11	michael	michael	PROPN
epaa-3037	652	12	w.	w.	PROPN
epaa-3037	652	13	apple	apple	PROPN
epaa-3037	652	14	university	university	PROPN
epaa-3037	652	15	of	of	ADP
epaa-3037	652	16	wisconsin	wisconsin	PROPN
epaa-3037	652	17	,	,	PUNCT
epaa-3037	652	18	madison	madison	PROPN
epaa-3037	652	19	eric	eric	PROPN
epaa-3037	652	20	m.	m.	PROPN
epaa-3037	652	21	haas	haas	PROPN
epaa-3037	652	22	wested	weste	VERB
epaa-3037	652	23	patricia	patricia	PROPN
epaa-3037	652	24	sánchez	sánchez	PROPN
epaa-3037	652	25	university	university	PROPN
epaa-3037	652	26	of	of	ADP
epaa-3037	652	27	university	university	PROPN
epaa-3037	652	28	of	of	ADP
epaa-3037	652	29	texas	texas	PROPN
epaa-3037	652	30	,	,	PUNCT
epaa-3037	652	31	san	san	PROPN
epaa-3037	652	32	antonio	antonio	PROPN
epaa-3037	652	33	jeff	jeff	PROPN
epaa-3037	652	34	bale	bale	PROPN
epaa-3037	652	35	oise	oise	PROPN
epaa-3037	652	36	,	,	PUNCT
epaa-3037	652	37	university	university	PROPN
epaa-3037	652	38	of	of	ADP
epaa-3037	652	39	toronto	toronto	PROPN
epaa-3037	652	40	,	,	PUNCT
epaa-3037	652	41	canada	canada	PROPN
epaa-3037	652	42	julian	julian	PROPN
epaa-3037	652	43	vasquez	vasquez	PROPN
epaa-3037	652	44	heilig	heilig	PROPN
epaa-3037	652	45	california	california	PROPN
epaa-3037	652	46	state	state	PROPN
epaa-3037	652	47	university	university	PROPN
epaa-3037	652	48	,	,	PUNCT
epaa-3037	652	49	sacramento	sacramento	PROPN
epaa-3037	652	50	janelle	janelle	PROPN
epaa-3037	652	51	scott	scott	PROPN
epaa-3037	652	52	university	university	PROPN
epaa-3037	652	53	of	of	ADP
epaa-3037	652	54	california	california	PROPN
epaa-3037	652	55	,	,	PUNCT
epaa-3037	652	56	berkeley	berkeley	PROPN
epaa-3037	652	57	aaron	aaron	PROPN
epaa-3037	652	58	bevanot	bevanot	PROPN
epaa-3037	652	59	suny	suny	PROPN
epaa-3037	652	60	albany	albany	PROPN
epaa-3037	652	61	kimberly	kimberly	PROPN
epaa-3037	652	62	kappler	kappler	PROPN
epaa-3037	652	63	hewitt	hewitt	PROPN
epaa-3037	652	64	university	university	PROPN
epaa-3037	652	65	of	of	ADP
epaa-3037	652	66	north	north	PROPN
epaa-3037	652	67	carolina	carolina	PROPN
epaa-3037	652	68	greensboro	greensboro	PROPN
epaa-3037	652	69	jack	jack	PROPN
epaa-3037	652	70	schneider	schneider	PROPN
epaa-3037	652	71	college	college	PROPN
epaa-3037	652	72	of	of	ADP
epaa-3037	652	73	the	the	DET
epaa-3037	652	74	holy	holy	PROPN
epaa-3037	652	75	cross	cross	PROPN
epaa-3037	652	76	david	david	PROPN
epaa-3037	652	77	c.	c.	PROPN
epaa-3037	652	78	berliner	berliner	PROPN
epaa-3037	652	79	arizona	arizona	PROPN
epaa-3037	652	80	state	state	PROPN
epaa-3037	652	81	university	university	PROPN
epaa-3037	652	82	aimee	aimee	PROPN
epaa-3037	652	83	howley	howley	PROPN
epaa-3037	652	84	ohio	ohio	PROPN
epaa-3037	652	85	university	university	PROPN
epaa-3037	652	86	noah	noah	PROPN
epaa-3037	652	87	sobe	sobe	PROPN
epaa-3037	652	88	loyola	loyola	PROPN
epaa-3037	652	89	university	university	PROPN
epaa-3037	652	90	henry	henry	PROPN
epaa-3037	652	91	braun	braun	PROPN
epaa-3037	652	92	boston	boston	PROPN
epaa-3037	652	93	college	college	PROPN
epaa-3037	652	94	steve	steve	PROPN
epaa-3037	652	95	klees	klees	PROPN
epaa-3037	652	96	university	university	PROPN
epaa-3037	652	97	of	of	ADP
epaa-3037	652	98	maryland	maryland	PROPN
epaa-3037	652	99	nelly	nelly	PROPN
epaa-3037	652	100	p.	p.	PROPN
epaa-3037	652	101	stromquist	stromquist	PROPN
epaa-3037	652	102	university	university	PROPN
epaa-3037	652	103	of	of	ADP
epaa-3037	652	104	maryland	maryland	PROPN
epaa-3037	652	105	casey	casey	PROPN
epaa-3037	652	106	cobb	cobb	PROPN
epaa-3037	652	107	university	university	PROPN
epaa-3037	652	108	of	of	ADP
epaa-3037	652	109	connecticut	connecticut	PROPN
epaa-3037	652	110	jaekyung	jaekyung	PROPN
epaa-3037	652	111	lee	lee	PROPN
epaa-3037	652	112	suny	suny	PROPN
epaa-3037	652	113	buffalo	buffalo	PROPN
epaa-3037	652	114	benjamin	benjamin	PROPN
epaa-3037	652	115	superfine	superfine	PROPN
epaa-3037	652	116	university	university	PROPN
epaa-3037	652	117	of	of	ADP
epaa-3037	652	118	illinois	illinois	PROPN
epaa-3037	652	119	,	,	PUNCT
epaa-3037	652	120	chicago	chicago	PROPN
epaa-3037	652	121	arnold	arnold	PROPN
epaa-3037	652	122	danzig	danzig	PROPN
epaa-3037	652	123	san	san	PROPN
epaa-3037	652	124	jose	jose	PROPN
epaa-3037	652	125	state	state	PROPN
epaa-3037	652	126	university	university	PROPN
epaa-3037	652	127	jessica	jessica	PROPN
epaa-3037	652	128	nina	nina	PROPN
epaa-3037	652	129	lester	lester	PROPN
epaa-3037	652	130	indiana	indiana	PROPN
epaa-3037	652	131	university	university	PROPN
epaa-3037	652	132	sherman	sherman	PROPN
epaa-3037	652	133	dorn	dorn	PROPN
epaa-3037	652	134	arizona	arizona	PROPN
epaa-3037	652	135	state	state	PROPN
epaa-3037	652	136	university	university	PROPN
epaa-3037	652	137	linda	linda	PROPN
epaa-3037	652	138	darling	darling	PROPN
epaa-3037	652	139	-	-	PUNCT
epaa-3037	652	140	hammond	hammond	PROPN
epaa-3037	652	141	stanford	stanford	PROPN
epaa-3037	652	142	university	university	PROPN
epaa-3037	652	143	amanda	amanda	PROPN
epaa-3037	652	144	e.	e.	PROPN
epaa-3037	652	145	lewis	lewis	PROPN
epaa-3037	652	146	university	university	PROPN
epaa-3037	652	147	of	of	ADP
epaa-3037	652	148	illinois	illinois	PROPN
epaa-3037	652	149	,	,	PUNCT
epaa-3037	652	150	chicago	chicago	PROPN
epaa-3037	652	151	adai	adai	PROPN
epaa-3037	652	152	tefera	tefera	PROPN
epaa-3037	652	153	virginia	virginia	PROPN
epaa-3037	652	154	commonwealth	commonwealth	PROPN
epaa-3037	652	155	university	university	PROPN
epaa-3037	652	156	elizabeth	elizabeth	PROPN
epaa-3037	652	157	h.	h.	PROPN
epaa-3037	652	158	debray	debray	PROPN
epaa-3037	652	159	university	university	PROPN
epaa-3037	652	160	of	of	ADP
epaa-3037	652	161	georgia	georgia	PROPN
epaa-3037	652	162	chad	chad	PROPN
epaa-3037	652	163	r.	r.	PROPN
epaa-3037	652	164	lochmiller	lochmiller	PROPN
epaa-3037	652	165	indiana	indiana	PROPN
epaa-3037	652	166	university	university	PROPN
epaa-3037	652	167	tina	tina	PROPN
epaa-3037	652	168	trujillo	trujillo	PROPN
epaa-3037	652	169	university	university	PROPN
epaa-3037	652	170	of	of	ADP
epaa-3037	652	171	california	california	PROPN
epaa-3037	652	172	,	,	PUNCT
epaa-3037	652	173	berkeley	berkeley	PROPN
epaa-3037	652	174	chad	chad	PROPN
epaa-3037	652	175	d'entremont	d'entremont	PROPN
epaa-3037	652	176	rennie	rennie	PROPN
epaa-3037	652	177	center	center	PROPN
epaa-3037	652	178	for	for	ADP
epaa-3037	652	179	education	education	NOUN
epaa-3037	652	180	research	research	NOUN
epaa-3037	652	181	&	&	CCONJ
epaa-3037	652	182	policy	policy	NOUN
epaa-3037	652	183	christopher	christopher	PROPN
epaa-3037	652	184	lubienski	lubienski	PROPN
epaa-3037	652	185	indiana	indiana	PROPN
epaa-3037	652	186	university	university	PROPN
epaa-3037	652	187	federico	federico	PROPN
epaa-3037	652	188	r.	r.	PROPN
epaa-3037	652	189	waitoller	waitoller	PROPN
epaa-3037	652	190	university	university	PROPN
epaa-3037	652	191	of	of	ADP
epaa-3037	652	192	illinois	illinois	PROPN
epaa-3037	652	193	,	,	PUNCT
epaa-3037	652	194	chicago	chicago	PROPN
epaa-3037	652	195	john	john	PROPN
epaa-3037	652	196	diamond	diamond	PROPN
epaa-3037	652	197	university	university	PROPN
epaa-3037	652	198	of	of	ADP
epaa-3037	652	199	wisconsin	wisconsin	PROPN
epaa-3037	652	200	,	,	PUNCT
epaa-3037	652	201	madison	madison	PROPN
epaa-3037	652	202	sarah	sarah	PROPN
epaa-3037	652	203	lubienski	lubienski	PROPN
epaa-3037	652	204	indiana	indiana	PROPN
epaa-3037	652	205	university	university	PROPN
epaa-3037	652	206	larisa	larisa	PROPN
epaa-3037	652	207	warhol	warhol	PROPN
epaa-3037	652	208	university	university	PROPN
epaa-3037	652	209	of	of	ADP
epaa-3037	652	210	connecticut	connecticut	PROPN
epaa-3037	652	211	matthew	matthew	PROPN
epaa-3037	652	212	di	di	PROPN
epaa-3037	652	213	carlo	carlo	PROPN
epaa-3037	652	214	albert	albert	PROPN
epaa-3037	652	215	shanker	shanker	PROPN
epaa-3037	652	216	institute	institute	PROPN
epaa-3037	652	217	william	william	PROPN
epaa-3037	652	218	j.	j.	PROPN
epaa-3037	652	219	mathis	mathis	PROPN
epaa-3037	652	220	university	university	PROPN
epaa-3037	652	221	of	of	ADP
epaa-3037	652	222	colorado	colorado	PROPN
epaa-3037	652	223	,	,	PUNCT
epaa-3037	652	224	boulder	boulder	PROPN
epaa-3037	652	225	john	john	PROPN
epaa-3037	652	226	weathers	weathers	PROPN
epaa-3037	652	227	university	university	PROPN
epaa-3037	652	228	of	of	ADP
epaa-3037	652	229	colorado	colorado	PROPN
epaa-3037	652	230	,	,	PUNCT
epaa-3037	652	231	colorado	colorado	PROPN
epaa-3037	652	232	springs	springs	PROPN
epaa-3037	652	233	michael	michael	PROPN
epaa-3037	652	234	j.	j.	PROPN
epaa-3037	652	235	dumas	dumas	PROPN
epaa-3037	652	236	university	university	PROPN
epaa-3037	652	237	of	of	ADP
epaa-3037	652	238	california	california	PROPN
epaa-3037	652	239	,	,	PUNCT
epaa-3037	652	240	berkeley	berkeley	PROPN
epaa-3037	652	241	michele	michele	PROPN
epaa-3037	652	242	s.	s.	PROPN
epaa-3037	652	243	moses	moses	PROPN
epaa-3037	652	244	university	university	PROPN
epaa-3037	652	245	of	of	ADP
epaa-3037	652	246	colorado	colorado	PROPN
epaa-3037	652	247	,	,	PUNCT
epaa-3037	652	248	boulder	boulder	PROPN
epaa-3037	652	249	kevin	kevin	PROPN
epaa-3037	652	250	welner	welner	PROPN
epaa-3037	652	251	university	university	PROPN
epaa-3037	652	252	of	of	ADP
epaa-3037	652	253	colorado	colorado	PROPN
epaa-3037	652	254	,	,	PUNCT
epaa-3037	652	255	boulder	boulder	PROPN
epaa-3037	652	256	kathy	kathy	PROPN
epaa-3037	652	257	escamilla	escamilla	PROPN
epaa-3037	652	258	university	university	PROPN
epaa-3037	652	259	of	of	ADP
epaa-3037	652	260	colorado	colorado	PROPN
epaa-3037	652	261	,	,	PUNCT
epaa-3037	652	262	boulder	boulder	PROPN
epaa-3037	652	263	julianne	julianne	PROPN
epaa-3037	652	264	moss	moss	PROPN
epaa-3037	652	265	deakin	deakin	PROPN
epaa-3037	652	266	university	university	PROPN
epaa-3037	652	267	,	,	PUNCT
epaa-3037	652	268	australia	australia	PROPN
epaa-3037	652	269	terrence	terrence	PROPN
epaa-3037	652	270	g.	g.	PROPN
epaa-3037	652	271	wiley	wiley	PROPN
epaa-3037	652	272	center	center	PROPN
epaa-3037	652	273	for	for	ADP
epaa-3037	652	274	applied	applied	ADJ
epaa-3037	652	275	linguistics	linguistic	NOUN
epaa-3037	652	276	melissa	melissa	PROPN
epaa-3037	652	277	lynn	lynn	PROPN
epaa-3037	652	278	freeman	freeman	PROPN
epaa-3037	652	279	adams	adams	PROPN
epaa-3037	652	280	state	state	PROPN
epaa-3037	652	281	college	college	PROPN
epaa-3037	652	282	sharon	sharon	PROPN
epaa-3037	652	283	nichols	nichols	PROPN
epaa-3037	652	284	university	university	PROPN
epaa-3037	652	285	of	of	ADP
epaa-3037	652	286	texas	texas	PROPN
epaa-3037	652	287	,	,	PUNCT
epaa-3037	652	288	san	san	PROPN
epaa-3037	652	289	antonio	antonio	PROPN
epaa-3037	652	290	john	john	PROPN
epaa-3037	652	291	willinsky	willinsky	PROPN
epaa-3037	652	292	stanford	stanford	PROPN
epaa-3037	652	293	university	university	PROPN
epaa-3037	652	294	rachael	rachael	PROPN
epaa-3037	652	295	gabriel	gabriel	PROPN
epaa-3037	652	296	university	university	PROPN
epaa-3037	652	297	of	of	ADP
epaa-3037	652	298	connecticut	connecticut	PROPN
epaa-3037	652	299	eric	eric	PROPN
epaa-3037	652	300	parsons	parsons	PROPN
epaa-3037	652	301	university	university	PROPN
epaa-3037	652	302	of	of	ADP
epaa-3037	652	303	missouri	missouri	PROPN
epaa-3037	652	304	-	-	PROPN
epaa-3037	652	305	columbia	columbia	PROPN
epaa-3037	652	306	jennifer	jennifer	PROPN
epaa-3037	652	307	r.	r.	PROPN
epaa-3037	652	308	wolgemuth	wolgemuth	PROPN
epaa-3037	652	309	university	university	PROPN
epaa-3037	652	310	of	of	ADP
epaa-3037	652	311	south	south	PROPN
epaa-3037	652	312	florida	florida	PROPN
epaa-3037	652	313	amy	amy	PROPN
epaa-3037	652	314	garrett	garrett	PROPN
epaa-3037	652	315	dikkers	dikkers	PROPN
epaa-3037	652	316	university	university	PROPN
epaa-3037	652	317	of	of	ADP
epaa-3037	652	318	north	north	PROPN
epaa-3037	652	319	carolina	carolina	PROPN
epaa-3037	652	320	,	,	PUNCT
epaa-3037	652	321	wilmington	wilmington	PROPN
epaa-3037	652	322	susan	susan	PROPN
epaa-3037	652	323	l.	l.	PROPN
epaa-3037	652	324	robertson	robertson	PROPN
epaa-3037	652	325	bristol	bristol	PROPN
epaa-3037	652	326	university	university	PROPN
epaa-3037	652	327	,	,	PUNCT
epaa-3037	652	328	uk	uk	PROPN
epaa-3037	652	329	kyo	kyo	PROPN
epaa-3037	652	330	yamashiro	yamashiro	PROPN
epaa-3037	652	331	claremont	claremont	PROPN
epaa-3037	652	332	graduate	graduate	PROPN
epaa-3037	652	333	university	university	NOUN
epaa-3037	652	334	gene	gene	NOUN
epaa-3037	652	335	v	v	ADP
epaa-3037	652	336	glass	glass	NOUN
epaa-3037	652	337	arizona	arizona	PROPN
epaa-3037	652	338	state	state	PROPN
epaa-3037	652	339	university	university	PROPN
epaa-3037	652	340	gloria	gloria	PROPN
epaa-3037	652	341	m.	m.	PROPN
epaa-3037	652	342	rodriguez	rodriguez	PROPN
epaa-3037	652	343	university	university	PROPN
epaa-3037	652	344	of	of	ADP
epaa-3037	652	345	california	california	PROPN
epaa-3037	652	346	,	,	PUNCT
epaa-3037	652	347	davis	davis	PROPN
epaa-3037	652	348	education	education	PROPN
epaa-3037	652	349	policy	policy	NOUN
epaa-3037	652	350	research	research	NOUN
epaa-3037	652	351	in	in	ADP
epaa-3037	652	352	the	the	DET
epaa-3037	652	353	big	big	ADJ
epaa-3037	652	354	data	data	PROPN
epaa-3037	652	355	era	era	NOUN
epaa-3037	652	356	23	23	NUM
epaa-3037	652	357	archivos	archivos	PROPN
epaa-3037	652	358	analíticos	analíticos	ADJ
epaa-3037	652	359	de	de	PROPN
epaa-3037	652	360	políticas	políticas	PROPN
epaa-3037	652	361	educativas	educativas	PROPN
epaa-3037	652	362	consejo	consejo	PROPN
epaa-3037	652	363	editorial	editorial	PROPN
epaa-3037	652	364	editor	editor	NOUN
epaa-3037	652	365	consultor	consultor	PROPN
epaa-3037	652	366	:	:	PUNCT
epaa-3037	652	367	gustavo	gustavo	PROPN
epaa-3037	652	368	e.	e.	PROPN
epaa-3037	652	369	fischman	fischman	PROPN
epaa-3037	652	370	(	(	PUNCT
epaa-3037	652	371	arizona	arizona	PROPN
epaa-3037	652	372	state	state	PROPN
epaa-3037	652	373	university	university	PROPN
epaa-3037	652	374	)	)	PUNCT
epaa-3037	652	375	editores	editores	PROPN
epaa-3037	652	376	asociados	asociados	PROPN
epaa-3037	652	377	:	:	PUNCT
epaa-3037	652	378	armando	armando	PROPN
epaa-3037	652	379	alcántara	alcántara	PROPN
epaa-3037	652	380	santuario	santuario	PROPN
epaa-3037	652	381	(	(	PUNCT
epaa-3037	652	382	universidad	universidad	PROPN
epaa-3037	652	383	nacional	nacional	PROPN
epaa-3037	652	384	autónoma	autónoma	PROPN
epaa-3037	652	385	de	de	X
epaa-3037	652	386	méxico	méxico	PROPN
epaa-3037	652	387	)	)	PUNCT
epaa-3037	652	388	,	,	PUNCT
epaa-3037	652	389	jason	jason	NOUN
epaa-3037	652	390	beech	beech	NOUN
epaa-3037	652	391	(	(	PUNCT
epaa-3037	652	392	universidad	universidad	PROPN
epaa-3037	652	393	de	de	X
epaa-3037	652	394	san	san	PROPN
epaa-3037	652	395	andrés	andrés	PROPN
epaa-3037	652	396	)	)	PUNCT
epaa-3037	652	397	,	,	PUNCT
epaa-3037	652	398	ezequiel	ezequiel	PROPN
epaa-3037	652	399	gomez	gomez	PROPN
epaa-3037	652	400	caride	caride	PROPN
epaa-3037	652	401	(	(	PUNCT
epaa-3037	652	402	pontificia	pontificia	PROPN
epaa-3037	652	403	universidad	universidad	PROPN
epaa-3037	652	404	católica	católica	PROPN
epaa-3037	652	405	argentina	argentina	PROPN
epaa-3037	652	406	)	)	PUNCT
epaa-3037	652	407	,	,	PUNCT
epaa-3037	652	408	antonio	antonio	PROPN
epaa-3037	652	409	luzon	luzon	PROPN
epaa-3037	652	410	(	(	PUNCT
epaa-3037	652	411	universidad	universidad	PROPN
epaa-3037	652	412	de	de	X
epaa-3037	652	413	granada	granada	PROPN
epaa-3037	652	414	)	)	PUNCT
epaa-3037	652	415	,	,	PUNCT
epaa-3037	652	416	josé	josé	PROPN
epaa-3037	652	417	luis	luis	PROPN
epaa-3037	652	418	ramírez	ramírez	PROPN
epaa-3037	652	419	romero	romero	PROPN
epaa-3037	652	420	(	(	PUNCT
epaa-3037	652	421	universidad	universidad	PROPN
epaa-3037	652	422	autónoma	autónoma	PROPN
epaa-3037	652	423	de	de	X
epaa-3037	652	424	sonora	sonora	PROPN
epaa-3037	652	425	,	,	PUNCT
epaa-3037	652	426	méxico	méxico	PROPN
epaa-3037	652	427	)	)	PUNCT
epaa-3037	652	428	claudio	claudio	PROPN
epaa-3037	652	429	almonacid	almonacid	NOUN
epaa-3037	652	430	universidad	universidad	PROPN
epaa-3037	652	431	metropolitana	metropolitana	PROPN
epaa-3037	652	432	de	de	PROPN
epaa-3037	652	433	ciencias	ciencias	PROPN
epaa-3037	652	434	de	de	PROPN
epaa-3037	652	435	la	la	PROPN
epaa-3037	652	436	educación	educación	PROPN
epaa-3037	652	437	,	,	PUNCT
epaa-3037	652	438	chile	chile	PROPN
epaa-3037	652	439	juan	juan	PROPN
epaa-3037	652	440	carlos	carlos	PROPN
epaa-3037	652	441	gonzález	gonzález	PROPN
epaa-3037	652	442	faraco	faraco	PROPN
epaa-3037	652	443	universidad	universidad	PROPN
epaa-3037	652	444	de	de	PROPN
epaa-3037	652	445	huelva	huelva	PROPN
epaa-3037	652	446	,	,	PUNCT
epaa-3037	652	447	españa	españa	PROPN
epaa-3037	652	448	miriam	miriam	PROPN
epaa-3037	652	449	rodríguez	rodríguez	PROPN
epaa-3037	652	450	vargas	vargas	PROPN
epaa-3037	652	451	universidad	universidad	PROPN
epaa-3037	652	452	autónoma	autónoma	PROPN
epaa-3037	652	453	de	de	PROPN
epaa-3037	652	454	tamaulipas	tamaulipas	PROPN
epaa-3037	652	455	,	,	PUNCT
epaa-3037	652	456	méxico	méxico	PROPN
epaa-3037	652	457	miguel	miguel	PROPN
epaa-3037	652	458	ángel	ángel	PROPN
epaa-3037	652	459	arias	arias	PROPN
epaa-3037	652	460	ortega	ortega	PROPN
epaa-3037	652	461	universidad	universidad	PROPN
epaa-3037	652	462	autónoma	autónoma	PROPN
epaa-3037	652	463	de	de	PROPN
epaa-3037	652	464	la	la	PROPN
epaa-3037	652	465	ciudad	ciudad	PROPN
epaa-3037	652	466	de	de	PROPN
epaa-3037	652	467	méxico	méxico	PROPN
epaa-3037	652	468	maría	maría	PROPN
epaa-3037	652	469	clemente	clemente	PROPN
epaa-3037	652	470	linuesa	linuesa	PROPN
epaa-3037	652	471	universidad	universidad	PROPN
epaa-3037	652	472	de	de	PROPN
epaa-3037	652	473	salamanca	salamanca	PROPN
epaa-3037	652	474	,	,	PUNCT
epaa-3037	652	475	españa	españa	PROPN
epaa-3037	652	476	josé	josé	PROPN
epaa-3037	652	477	gregorio	gregorio	PROPN
epaa-3037	652	478	rodríguez	rodríguez	PROPN
epaa-3037	652	479	universidad	universidad	PROPN
epaa-3037	652	480	nacional	nacional	PROPN
epaa-3037	652	481	de	de	X
epaa-3037	652	482	colombia	colombia	PROPN
epaa-3037	652	483	,	,	PUNCT
epaa-3037	652	484	colombia	colombia	PROPN
epaa-3037	652	485	xavier	xavier	PROPN
epaa-3037	652	486	besalú	besalú	PROPN
epaa-3037	652	487	costa	costa	PROPN
epaa-3037	652	488	universitat	universitat	PROPN
epaa-3037	652	489	de	de	PROPN
epaa-3037	652	490	girona	girona	PROPN
epaa-3037	652	491	,	,	PUNCT
epaa-3037	652	492	españa	españa	PROPN
epaa-3037	652	493	jaume	jaume	PROPN
epaa-3037	652	494	martínez	martínez	PROPN
epaa-3037	652	495	bonafé	bonafé	PROPN
epaa-3037	652	496	universitat	universitat	PROPN
epaa-3037	652	497	de	de	X
epaa-3037	652	498	valència	valència	PROPN
epaa-3037	652	499	,	,	PUNCT
epaa-3037	652	500	españa	españa	PROPN
epaa-3037	652	501	mario	mario	PROPN
epaa-3037	652	502	rueda	rueda	PROPN
epaa-3037	652	503	beltrán	beltrán	VERB
epaa-3037	652	504	instituto	instituto	PROPN
epaa-3037	652	505	de	de	PROPN
epaa-3037	652	506	investigaciones	investigaciones	PROPN
epaa-3037	653	1	sobre	sobre	PROPN
epaa-3037	653	2	la	la	PROPN
epaa-3037	653	3	universidad	universidad	PROPN
epaa-3037	653	4	y	y	PROPN
epaa-3037	653	5	la	la	PROPN
epaa-3037	653	6	educación	educación	PROPN
epaa-3037	653	7	,	,	PUNCT
epaa-3037	653	8	unam	unam	PROPN
epaa-3037	653	9	,	,	PUNCT
epaa-3037	653	10	méxico	méxico	PROPN
epaa-3037	653	11	xavier	xavier	PROPN
epaa-3037	654	1	bonal	bonal	PROPN
epaa-3037	654	2	sarro	sarro	PROPN
epaa-3037	654	3	universidad	universidad	PROPN
epaa-3037	654	4	autónoma	autónoma	PROPN
epaa-3037	654	5	de	de	PROPN
epaa-3037	654	6	barcelona	barcelona	PROPN
epaa-3037	654	7	,	,	PUNCT
epaa-3037	654	8	españa	españa	PROPN
epaa-3037	654	9	alejandro	alejandro	PROPN
epaa-3037	654	10	márquez	márquez	PROPN
epaa-3037	654	11	jiménez	jiménez	PROPN
epaa-3037	654	12	instituto	instituto	PROPN
epaa-3037	654	13	de	de	PROPN
epaa-3037	654	14	investigaciones	investigaciones	PROPN
epaa-3037	654	15	sobre	sobre	PROPN
epaa-3037	654	16	la	la	PROPN
epaa-3037	654	17	universidad	universidad	PROPN
epaa-3037	654	18	y	y	PROPN
epaa-3037	654	19	la	la	PROPN
epaa-3037	654	20	educación	educación	PROPN
epaa-3037	654	21	,	,	PUNCT
epaa-3037	654	22	unam	unam	PROPN
epaa-3037	654	23	,	,	PUNCT
epaa-3037	654	24	méxico	méxico	PROPN
epaa-3037	654	25	josé	josé	PROPN
epaa-3037	654	26	luis	luis	PROPN
epaa-3037	654	27	san	san	PROPN
epaa-3037	654	28	fabián	fabián	PROPN
epaa-3037	654	29	maroto	maroto	PROPN
epaa-3037	654	30	universidad	universidad	PROPN
epaa-3037	654	31	de	de	PROPN
epaa-3037	654	32	oviedo	oviedo	PROPN
epaa-3037	654	33	,	,	PUNCT
epaa-3037	654	34	españa	españa	PROPN
epaa-3037	654	35	antonio	antonio	PROPN
epaa-3037	654	36	bolívar	bolívar	PROPN
epaa-3037	654	37	boitia	boitia	PROPN
epaa-3037	654	38	universidad	universidad	PROPN
epaa-3037	654	39	de	de	X
epaa-3037	654	40	granada	granada	PROPN
epaa-3037	654	41	,	,	PUNCT
epaa-3037	654	42	españa	españa	PROPN
epaa-3037	654	43	maría	maría	PROPN
epaa-3037	654	44	guadalupe	guadalupe	PROPN
epaa-3037	654	45	olivier	olivier	PROPN
epaa-3037	654	46	tellez	tellez	PROPN
epaa-3037	654	47	,	,	PUNCT
epaa-3037	654	48	universidad	universidad	PROPN
epaa-3037	654	49	pedagógica	pedagógica	PROPN
epaa-3037	654	50	nacional	nacional	PROPN
epaa-3037	654	51	,	,	PUNCT
epaa-3037	654	52	méxico	méxico	PROPN
epaa-3037	654	53	jurjo	jurjo	PROPN
epaa-3037	654	54	torres	torre	VERB
epaa-3037	654	55	santomé	santomé	NOUN
epaa-3037	654	56	,	,	PUNCT
epaa-3037	654	57	universidad	universidad	PROPN
epaa-3037	654	58	de	de	X
epaa-3037	654	59	la	la	PROPN
epaa-3037	654	60	coruña	coruña	PROPN
epaa-3037	654	61	,	,	PUNCT
epaa-3037	654	62	españa	españa	PROPN
epaa-3037	654	63	josé	josé	PROPN
epaa-3037	654	64	joaquín	joaquín	PROPN
epaa-3037	654	65	brunner	brunner	PROPN
epaa-3037	654	66	universidad	universidad	PROPN
epaa-3037	654	67	diego	diego	PROPN
epaa-3037	654	68	portales	portales	PROPN
epaa-3037	654	69	,	,	PUNCT
epaa-3037	654	70	chile	chile	PROPN
epaa-3037	654	71	miguel	miguel	PROPN
epaa-3037	654	72	pereyra	pereyra	PROPN
epaa-3037	654	73	universidad	universidad	PROPN
epaa-3037	654	74	de	de	X
epaa-3037	654	75	granada	granada	PROPN
epaa-3037	654	76	,	,	PUNCT
epaa-3037	654	77	españa	españa	PROPN
epaa-3037	654	78	yengny	yengny	PROPN
epaa-3037	654	79	marisol	marisol	PROPN
epaa-3037	654	80	silva	silva	PROPN
epaa-3037	654	81	laya	laya	PROPN
epaa-3037	654	82	universidad	universidad	PROPN
epaa-3037	654	83	iberoamericana	iberoamericana	PROPN
epaa-3037	654	84	,	,	PUNCT
epaa-3037	654	85	méxico	méxico	PROPN
epaa-3037	654	86	damián	damián	PROPN
epaa-3037	654	87	canales	canales	PROPN
epaa-3037	654	88	sánchez	sánchez	PROPN
epaa-3037	654	89	instituto	instituto	PROPN
epaa-3037	654	90	nacional	nacional	PROPN
epaa-3037	654	91	para	para	PROPN
epaa-3037	654	92	la	la	PROPN
epaa-3037	654	93	evaluación	evaluación	PROPN
epaa-3037	654	94	de	de	PROPN
epaa-3037	654	95	la	la	PROPN
epaa-3037	654	96	educación	educación	PROPN
epaa-3037	654	97	,	,	PUNCT
epaa-3037	654	98	méxico	méxico	PROPN
epaa-3037	654	99	mónica	mónica	PROPN
epaa-3037	654	100	pini	pini	PROPN
epaa-3037	654	101	universidad	universidad	PROPN
epaa-3037	654	102	nacional	nacional	PROPN
epaa-3037	654	103	de	de	PROPN
epaa-3037	654	104	san	san	PROPN
epaa-3037	654	105	martín	martín	PROPN
epaa-3037	654	106	,	,	PUNCT
epaa-3037	654	107	argentina	argentina	PROPN
epaa-3037	654	108	ernesto	ernesto	PROPN
epaa-3037	654	109	treviño	treviño	PROPN
epaa-3037	654	110	ronzón	ronzón	VERB
epaa-3037	654	111	universidad	universidad	PROPN
epaa-3037	654	112	veracruzana	veracruzana	PROPN
epaa-3037	654	113	,	,	PUNCT
epaa-3037	654	114	méxico	méxico	PROPN
epaa-3037	654	115	gabriela	gabriela	PROPN
epaa-3037	654	116	de	de	PROPN
epaa-3037	654	117	la	la	PROPN
epaa-3037	654	118	cruz	cruz	PROPN
epaa-3037	654	119	flores	flores	PROPN
epaa-3037	654	120	universidad	universidad	PROPN
epaa-3037	654	121	nacional	nacional	PROPN
epaa-3037	654	122	autónoma	autónoma	PROPN
epaa-3037	654	123	de	de	PROPN
epaa-3037	654	124	méxico	méxico	PROPN
epaa-3037	654	125	omar	omar	PROPN
epaa-3037	654	126	orlando	orlando	PROPN
epaa-3037	654	127	pulido	pulido	PROPN
epaa-3037	654	128	chaves	chaves	PROPN
epaa-3037	654	129	instituto	instituto	PROPN
epaa-3037	654	130	para	para	PROPN
epaa-3037	654	131	la	la	PROPN
epaa-3037	654	132	investigación	investigación	PROPN
epaa-3037	654	133	educativa	educativa	PROPN
epaa-3037	654	134	y	y	PROPN
epaa-3037	654	135	el	el	PROPN
epaa-3037	654	136	desarrollo	desarrollo	PROPN
epaa-3037	654	137	pedagógico	pedagógico	PROPN
epaa-3037	654	138	(	(	PUNCT
epaa-3037	654	139	idep	idep	PROPN
epaa-3037	654	140	)	)	PUNCT
epaa-3037	654	141	ernesto	ernesto	PROPN
epaa-3037	654	142	treviño	treviño	PROPN
epaa-3037	654	143	villarreal	villarreal	PROPN
epaa-3037	654	144	universidad	universidad	PROPN
epaa-3037	654	145	diego	diego	PROPN
epaa-3037	654	146	portales	portales	PROPN
epaa-3037	654	147	santiago	santiago	PROPN
epaa-3037	654	148	,	,	PUNCT
epaa-3037	654	149	chile	chile	PROPN
epaa-3037	654	150	marco	marco	PROPN
epaa-3037	654	151	antonio	antonio	PROPN
epaa-3037	654	152	delgado	delgado	PROPN
epaa-3037	654	153	fuentes	fuente	VERB
epaa-3037	654	154	universidad	universidad	PROPN
epaa-3037	654	155	iberoamericana	iberoamericana	PROPN
epaa-3037	654	156	,	,	PUNCT
epaa-3037	654	157	méxico	méxico	PROPN
epaa-3037	654	158	antoni	antoni	PROPN
epaa-3037	654	159	verger	verger	PROPN
epaa-3037	654	160	planells	planell	VERB
epaa-3037	654	161	universidad	universidad	PROPN
epaa-3037	654	162	autónoma	autónoma	PROPN
epaa-3037	654	163	de	de	PROPN
epaa-3037	654	164	barcelona	barcelona	PROPN
epaa-3037	654	165	,	,	PUNCT
epaa-3037	654	166	españa	españa	PROPN
epaa-3037	654	167	inés	inés	PROPN
epaa-3037	654	168	dussel	dussel	NOUN
epaa-3037	654	169	,	,	PUNCT
epaa-3037	654	170	die	die	NOUN
epaa-3037	654	171	-	-	PUNCT
epaa-3037	654	172	cinvestav	cinvestav	NOUN
epaa-3037	654	173	,	,	PUNCT
epaa-3037	654	174	méxico	méxico	PROPN
epaa-3037	654	175	paula	paula	PROPN
epaa-3037	654	176	razquin	razquin	PROPN
epaa-3037	654	177	universidad	universidad	PROPN
epaa-3037	654	178	de	de	PROPN
epaa-3037	654	179	san	san	PROPN
epaa-3037	654	180	andrés	andrés	PROPN
epaa-3037	654	181	,	,	PUNCT
epaa-3037	654	182	argentina	argentina	PROPN
epaa-3037	654	183	catalina	catalina	PROPN
epaa-3037	654	184	wainerman	wainerman	PROPN
epaa-3037	654	185	universidad	universidad	PROPN
epaa-3037	654	186	de	de	PROPN
epaa-3037	654	187	san	san	PROPN
epaa-3037	654	188	andrés	andrés	PROPN
epaa-3037	654	189	,	,	PUNCT
epaa-3037	654	190	argentina	argentina	PROPN
epaa-3037	654	191	pedro	pedro	PROPN
epaa-3037	654	192	flores	flores	PROPN
epaa-3037	654	193	crespo	crespo	PROPN
epaa-3037	654	194	universidad	universidad	PROPN
epaa-3037	654	195	iberoamericana	iberoamericana	PROPN
epaa-3037	654	196	,	,	PUNCT
epaa-3037	654	197	méxico	méxico	PROPN
epaa-3037	654	198	josé	josé	PROPN
epaa-3037	654	199	ignacio	ignacio	PROPN
epaa-3037	654	200	rivas	rivas	PROPN
epaa-3037	654	201	flores	flores	PROPN
epaa-3037	654	202	universidad	universidad	PROPN
epaa-3037	654	203	de	de	PROPN
epaa-3037	654	204	málaga	málaga	PROPN
epaa-3037	654	205	,	,	PUNCT
epaa-3037	654	206	españa	españa	PROPN
epaa-3037	654	207	juan	juan	PROPN
epaa-3037	654	208	carlos	carlos	PROPN
epaa-3037	654	209	yáñez	yáñez	PROPN
epaa-3037	654	210	velazco	velazco	PROPN
epaa-3037	654	211	universidad	universidad	PROPN
epaa-3037	654	212	de	de	X
epaa-3037	654	213	colima	colima	PROPN
epaa-3037	654	214	,	,	PUNCT
epaa-3037	654	215	méxico	méxico	PROPN
epaa-3037	654	216	ana	ana	PROPN
epaa-3037	654	217	maría	maría	PROPN
epaa-3037	654	218	garcía	garcía	PROPN
epaa-3037	654	219	de	de	X
epaa-3037	654	220	fanelli	fanelli	X
epaa-3037	654	221	centro	centro	X
epaa-3037	654	222	de	de	X
epaa-3037	654	223	estudios	estudios	X
epaa-3037	654	224	de	de	X
epaa-3037	654	225	estado	estado	PROPN
epaa-3037	654	226	y	y	PROPN
epaa-3037	654	227	sociedad	sociedad	PROPN
epaa-3037	654	228	(	(	PUNCT
epaa-3037	654	229	cedes	cede	VERB
epaa-3037	654	230	)	)	PUNCT
epaa-3037	654	231	conicet	conicet	PROPN
epaa-3037	654	232	,	,	PUNCT
epaa-3037	654	233	argentina	argentina	PROPN
epaa-3037	654	234	javascript	javascript	PROPN
epaa-3037	654	235	:	:	PUNCT
epaa-3037	654	236	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	237	/	/	SYM
epaa-3037	654	238	ojs	ojs	NOUN
epaa-3037	654	239	/	/	SYM
epaa-3037	654	240	about	about	ADP
epaa-3037	654	241	/	/	SYM
epaa-3037	654	242	editorialteambio/819	editorialteambio/819	NOUN
epaa-3037	654	243	'	'	PUNCT
epaa-3037	654	244	)	)	PUNCT
epaa-3037	654	245	javascript	javascript	NOUN
epaa-3037	654	246	:	:	PUNCT
epaa-3037	654	247	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	248	/	/	SYM
epaa-3037	654	249	ojs	ojs	NOUN
epaa-3037	654	250	/	/	SYM
epaa-3037	654	251	about	about	ADP
epaa-3037	654	252	/	/	SYM
epaa-3037	654	253	editorialteambio/820	editorialteambio/820	NOUN
epaa-3037	654	254	'	'	PUNCT
epaa-3037	654	255	)	)	PUNCT
epaa-3037	654	256	javascript	javascript	NOUN
epaa-3037	654	257	:	:	PUNCT
epaa-3037	654	258	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	259	/	/	SYM
epaa-3037	654	260	ojs	ojs	NOUN
epaa-3037	654	261	/	/	SYM
epaa-3037	654	262	about	about	ADP
epaa-3037	654	263	/	/	SYM
epaa-3037	654	264	editorialteambio/4276	editorialteambio/4276	NOUN
epaa-3037	654	265	'	'	PUNCT
epaa-3037	654	266	)	)	PUNCT
epaa-3037	654	267	javascript	javascript	NOUN
epaa-3037	654	268	:	:	PUNCT
epaa-3037	654	269	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	270	/	/	SYM
epaa-3037	654	271	ojs	ojs	NOUN
epaa-3037	654	272	/	/	SYM
epaa-3037	654	273	about	about	NOUN
epaa-3037	654	274	/	/	SYM
epaa-3037	654	275	editorialteambio/1609	editorialteambio/1609	VERB
epaa-3037	654	276	'	'	PUNCT
epaa-3037	654	277	)	)	PUNCT
epaa-3037	654	278	javascript	javascript	NOUN
epaa-3037	654	279	:	:	PUNCT
epaa-3037	654	280	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	281	/	/	SYM
epaa-3037	654	282	ojs	ojs	NOUN
epaa-3037	654	283	/	/	SYM
epaa-3037	654	284	about	about	ADP
epaa-3037	654	285	/	/	SYM
epaa-3037	654	286	editorialteambio/825	editorialteambio/825	NOUN
epaa-3037	654	287	'	'	PUNCT
epaa-3037	654	288	)	)	PUNCT
epaa-3037	654	289	javascript	javascript	NOUN
epaa-3037	654	290	:	:	PUNCT
epaa-3037	654	291	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	292	/	/	SYM
epaa-3037	654	293	ojs	ojs	NOUN
epaa-3037	654	294	/	/	SYM
epaa-3037	654	295	about	about	ADP
epaa-3037	654	296	/	/	SYM
epaa-3037	654	297	editorialteambio/797	editorialteambio/797	NOUN
epaa-3037	654	298	'	'	PUNCT
epaa-3037	654	299	)	)	PUNCT
epaa-3037	654	300	javascript	javascript	NOUN
epaa-3037	654	301	:	:	PUNCT
epaa-3037	654	302	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	303	/	/	SYM
epaa-3037	654	304	ojs	ojs	NOUN
epaa-3037	654	305	/	/	SYM
epaa-3037	654	306	about	about	ADP
epaa-3037	654	307	/	/	SYM
epaa-3037	654	308	editorialteambio/555	editorialteambio/555	NOUN
epaa-3037	654	309	'	'	PUNCT
epaa-3037	654	310	)	)	PUNCT
epaa-3037	654	311	javascript	javascript	NOUN
epaa-3037	654	312	:	:	PUNCT
epaa-3037	654	313	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	314	/	/	SYM
epaa-3037	654	315	ojs	ojs	NOUN
epaa-3037	654	316	/	/	SYM
epaa-3037	654	317	about	about	ADP
epaa-3037	654	318	/	/	SYM
epaa-3037	654	319	editorialteambio/823	editorialteambio/823	NOUN
epaa-3037	654	320	'	'	PUNCT
epaa-3037	654	321	)	)	PUNCT
epaa-3037	654	322	javascript	javascript	NOUN
epaa-3037	654	323	:	:	PUNCT
epaa-3037	654	324	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	325	/	/	SYM
epaa-3037	654	326	ojs	ojs	NOUN
epaa-3037	654	327	/	/	SYM
epaa-3037	654	328	about	about	ADP
epaa-3037	654	329	/	/	SYM
epaa-3037	654	330	editorialteambio/798	editorialteambio/798	ADJ
epaa-3037	654	331	'	'	PUNCT
epaa-3037	654	332	)	)	PUNCT
epaa-3037	654	333	javascript	javascript	NOUN
epaa-3037	654	334	:	:	PUNCT
epaa-3037	654	335	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	654	336	/	/	SYM
epaa-3037	654	337	ojs	ojs	NOUN
epaa-3037	654	338	/	/	SYM
epaa-3037	654	339	about	about	ADP
epaa-3037	654	340	/	/	SYM
epaa-3037	654	341	editorialteambio/814	editorialteambio/814	NOUN
epaa-3037	654	342	'	'	PUNCT
epaa-3037	654	343	)	)	PUNCT
epaa-3037	655	1	javascript	javascript	NOUN
epaa-3037	655	2	:	:	PUNCT
epaa-3037	655	3	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	655	4	/	/	SYM
epaa-3037	655	5	ojs	ojs	NOUN
epaa-3037	655	6	/	/	SYM
epaa-3037	655	7	about	about	ADP
epaa-3037	655	8	/	/	SYM
epaa-3037	655	9	editorialteambio/2703	editorialteambio/2703	NOUN
epaa-3037	655	10	'	'	PUNCT
epaa-3037	655	11	)	)	PUNCT
epaa-3037	655	12	javascript	javascript	NOUN
epaa-3037	655	13	:	:	PUNCT
epaa-3037	655	14	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	655	15	/	/	SYM
epaa-3037	655	16	ojs	ojs	NOUN
epaa-3037	655	17	/	/	SYM
epaa-3037	655	18	about	about	NOUN
epaa-3037	655	19	/	/	SYM
epaa-3037	655	20	editorialteambio/801	editorialteambio/801	NOUN
epaa-3037	655	21	'	'	PART
epaa-3037	655	22	)	)	PUNCT
epaa-3037	655	23	javascript	javascript	NOUN
epaa-3037	655	24	:	:	PUNCT
epaa-3037	655	25	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	655	26	/	/	SYM
epaa-3037	655	27	ojs	ojs	NOUN
epaa-3037	655	28	/	/	SYM
epaa-3037	655	29	about	about	ADP
epaa-3037	655	30	/	/	SYM
epaa-3037	655	31	editorialteambio/826	editorialteambio/826	PROPN
epaa-3037	655	32	'	'	PART
epaa-3037	655	33	)	)	PUNCT
epaa-3037	655	34	javascript	javascript	NOUN
epaa-3037	655	35	:	:	PUNCT
epaa-3037	655	36	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	655	37	/	/	SYM
epaa-3037	655	38	ojs	ojs	NOUN
epaa-3037	655	39	/	/	SYM
epaa-3037	655	40	about	about	ADP
epaa-3037	655	41	/	/	SYM
epaa-3037	655	42	editorialteambio/802	editorialteambio/802	NOUN
epaa-3037	655	43	'	'	PUNCT
epaa-3037	655	44	)	)	PUNCT
epaa-3037	655	45	javascript	javascript	NOUN
epaa-3037	655	46	:	:	PUNCT
epaa-3037	655	47	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	655	48	/	/	SYM
epaa-3037	655	49	ojs	ojs	NOUN
epaa-3037	655	50	/	/	SYM
epaa-3037	655	51	about	about	ADP
epaa-3037	655	52	/	/	SYM
epaa-3037	655	53	editorialteambio/816	editorialteambio/816	NOUN
epaa-3037	655	54	'	'	PUNCT
epaa-3037	655	55	)	)	PUNCT
epaa-3037	655	56	javascript	javascript	NOUN
epaa-3037	655	57	:	:	PUNCT
epaa-3037	655	58	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	655	59	/	/	SYM
epaa-3037	655	60	ojs	ojs	NOUN
epaa-3037	655	61	/	/	SYM
epaa-3037	655	62	about	about	NOUN
epaa-3037	655	63	/	/	SYM
epaa-3037	655	64	editorialteambio/3264	editorialteambio/3264	NOUN
epaa-3037	655	65	'	'	PUNCT
epaa-3037	655	66	)	)	PUNCT
epaa-3037	655	67	javascript	javascript	NOUN
epaa-3037	655	68	:	:	PUNCT
epaa-3037	655	69	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-3037	655	70	/	/	SYM
epaa-3037	655	71	ojs	ojs	NOUN
epaa-3037	655	72	/	/	SYM
epaa-3037	655	73	about	about	ADP
epaa-3037	655	74	/	/	SYM
epaa-3037	655	75	editorialteambio/804	editorialteambio/804	NOUN
epaa-3037	655	76	'	'	PUNCT
epaa-3037	655	77	)	)	PUNCT
epaa-3037	656	1	education	education	NOUN
epaa-3037	656	2	policy	policy	NOUN
epaa-3037	656	3	analysis	analysis	NOUN
epaa-3037	656	4	archives	archive	NOUN
epaa-3037	656	5	vol	vol	NOUN
epaa-3037	656	6	.	.	PUNCT
epaa-3037	657	1	25	25	NUM
epaa-3037	657	2	no	no	NOUN
epaa-3037	657	3	.	.	NOUN
epaa-3037	658	1	94	94	NUM
epaa-3037	658	2	24	24	NUM
epaa-3037	658	3	arquivos	arquivos	NOUN
epaa-3037	658	4	analíticos	analíticos	ADJ
epaa-3037	658	5	de	de	PROPN
epaa-3037	658	6	políticas	políticas	PROPN
epaa-3037	658	7	educativas	educativas	PROPN
epaa-3037	658	8	conselho	conselho	PROPN
epaa-3037	658	9	editorial	editorial	ADJ
epaa-3037	658	10	editor	editor	NOUN
epaa-3037	658	11	consultor	consultor	NOUN
epaa-3037	658	12	:	:	PUNCT
epaa-3037	658	13	gustavo	gustavo	PROPN
epaa-3037	658	14	e.	e.	PROPN
epaa-3037	658	15	fischman	fischman	PROPN
epaa-3037	658	16	(	(	PUNCT
epaa-3037	658	17	arizona	arizona	PROPN
epaa-3037	658	18	state	state	PROPN
epaa-3037	658	19	university	university	PROPN
epaa-3037	658	20	)	)	PUNCT
epaa-3037	658	21	editoras	editoras	NOUN
epaa-3037	658	22	associadas	associada	VERB
epaa-3037	658	23	:	:	PUNCT
epaa-3037	658	24	geovana	geovana	PROPN
epaa-3037	658	25	mendonça	mendonça	PROPN
epaa-3037	658	26	lunardi	lunardi	PROPN
epaa-3037	658	27	mendes	mende	NOUN
epaa-3037	658	28	(	(	PUNCT
epaa-3037	658	29	universidade	universidade	PROPN
epaa-3037	658	30	do	do	AUX
epaa-3037	658	31	estado	estado	PROPN
epaa-3037	658	32	de	de	PROPN
epaa-3037	658	33	santa	santa	PROPN
epaa-3037	658	34	catarina	catarina	PROPN
epaa-3037	658	35	)	)	PUNCT
epaa-3037	658	36	,	,	PUNCT
epaa-3037	658	37	marcia	marcia	PROPN
epaa-3037	658	38	pletsch	pletsch	PROPN
epaa-3037	658	39	,	,	PUNCT
epaa-3037	658	40	sandra	sandra	PROPN
epaa-3037	658	41	regina	regina	PROPN
epaa-3037	658	42	sales	sales	PROPN
epaa-3037	658	43	(	(	PUNCT
epaa-3037	658	44	universidade	universidade	PROPN
epaa-3037	658	45	federal	federal	PROPN
epaa-3037	658	46	rural	rural	PROPN
epaa-3037	658	47	do	do	AUX
epaa-3037	658	48	rio	rio	PROPN
epaa-3037	658	49	de	de	PROPN
epaa-3037	658	50	janeiro	janeiro	PROPN
epaa-3037	658	51	)	)	PUNCT
epaa-3037	658	52	almerindo	almerindo	PROPN
epaa-3037	658	53	afonso	afonso	PROPN
epaa-3037	658	54	universidade	universidade	PROPN
epaa-3037	658	55	do	do	AUX
epaa-3037	658	56	minho	minho	PROPN
epaa-3037	658	57	portugal	portugal	PROPN
epaa-3037	658	58	alexandre	alexandre	PROPN
epaa-3037	658	59	fernandez	fernandez	PROPN
epaa-3037	658	60	vaz	vaz	PROPN
epaa-3037	658	61	universidade	universidade	PROPN
epaa-3037	658	62	federal	federal	PROPN
epaa-3037	658	63	de	de	PROPN
epaa-3037	658	64	santa	santa	PROPN
epaa-3037	658	65	catarina	catarina	PROPN
epaa-3037	658	66	,	,	PUNCT
epaa-3037	658	67	brasil	brasil	PROPN
epaa-3037	658	68	josé	josé	PROPN
epaa-3037	658	69	augusto	augusto	PROPN
epaa-3037	658	70	pacheco	pacheco	PROPN
epaa-3037	658	71	universidade	universidade	PROPN
epaa-3037	658	72	do	do	PROPN
epaa-3037	658	73	minho	minho	PROPN
epaa-3037	658	74	,	,	PUNCT
epaa-3037	658	75	portugal	portugal	PROPN
epaa-3037	658	76	rosanna	rosanna	PROPN
epaa-3037	658	77	maria	maria	PROPN
epaa-3037	658	78	barros	barros	PROPN
epaa-3037	658	79	sá	sá	PROPN
epaa-3037	658	80	universidade	universidade	PROPN
epaa-3037	658	81	do	do	AUX
epaa-3037	658	82	algarve	algarve	VERB
epaa-3037	658	83	portugal	portugal	PROPN
epaa-3037	658	84	regina	regina	PROPN
epaa-3037	658	85	célia	célia	PROPN
epaa-3037	658	86	linhares	linhare	NOUN
epaa-3037	658	87	hostins	hostin	VERB
epaa-3037	658	88	universidade	universidade	PROPN
epaa-3037	658	89	do	do	AUX
epaa-3037	658	90	vale	vale	PROPN
epaa-3037	658	91	do	do	VERB
epaa-3037	658	92	itajaí	itajaí	NOUN
epaa-3037	658	93	,	,	PUNCT
epaa-3037	658	94	brasil	brasil	PROPN
epaa-3037	658	95	jane	jane	PROPN
epaa-3037	658	96	paiva	paiva	PROPN
epaa-3037	658	97	universidade	universidade	PROPN
epaa-3037	658	98	do	do	AUX
epaa-3037	658	99	estado	estado	PROPN
epaa-3037	658	100	do	do	AUX
epaa-3037	658	101	rio	rio	PROPN
epaa-3037	658	102	de	de	PROPN
epaa-3037	658	103	janeiro	janeiro	PROPN
epaa-3037	658	104	,	,	PUNCT
epaa-3037	658	105	brasil	brasil	PROPN
epaa-3037	658	106	maria	maria	PROPN
epaa-3037	658	107	helena	helena	PROPN
epaa-3037	658	108	bonilla	bonilla	PROPN
epaa-3037	658	109	universidade	universidade	PROPN
epaa-3037	658	110	federal	federal	PROPN
epaa-3037	658	111	da	da	PROPN
epaa-3037	658	112	bahia	bahia	PROPN
epaa-3037	658	113	brasil	brasil	PROPN
epaa-3037	658	114	alfredo	alfredo	PROPN
epaa-3037	658	115	macedo	macedo	PROPN
epaa-3037	658	116	gomes	gomes	PROPN
epaa-3037	658	117	universidade	universidade	PROPN
epaa-3037	658	118	federal	federal	PROPN
epaa-3037	658	119	de	de	PROPN
epaa-3037	658	120	pernambuco	pernambuco	PROPN
epaa-3037	658	121	brasil	brasil	PROPN
epaa-3037	658	122	paulo	paulo	PROPN
epaa-3037	658	123	alberto	alberto	PROPN
epaa-3037	658	124	santos	santos	PROPN
epaa-3037	658	125	vieira	vieira	PROPN
epaa-3037	658	126	universidade	universidade	PROPN
epaa-3037	658	127	do	do	AUX
epaa-3037	658	128	estado	estado	PROPN
epaa-3037	658	129	de	de	PROPN
epaa-3037	658	130	mato	mato	PROPN
epaa-3037	658	131	grosso	grosso	PROPN
epaa-3037	658	132	,	,	PUNCT
epaa-3037	658	133	brasil	brasil	PROPN
epaa-3037	658	134	rosa	rosa	PROPN
epaa-3037	658	135	maria	maria	PROPN
epaa-3037	658	136	bueno	bueno	PROPN
epaa-3037	658	137	fischer	fischer	PROPN
epaa-3037	658	138	universidade	universidade	PROPN
epaa-3037	658	139	federal	federal	PROPN
epaa-3037	658	140	do	do	AUX
epaa-3037	658	141	rio	rio	PROPN
epaa-3037	658	142	grande	grande	PROPN
epaa-3037	658	143	do	do	AUX
epaa-3037	658	144	sul	sul	PROPN
epaa-3037	658	145	,	,	PUNCT
epaa-3037	658	146	brasil	brasil	PROPN
epaa-3037	658	147	jefferson	jefferson	PROPN
epaa-3037	658	148	mainardes	mainarde	VERB
epaa-3037	658	149	universidade	universidade	PROPN
epaa-3037	658	150	estadual	estadual	PROPN
epaa-3037	658	151	de	de	PROPN
epaa-3037	658	152	ponta	ponta	PROPN
epaa-3037	658	153	grossa	grossa	PROPN
epaa-3037	658	154	,	,	PUNCT
epaa-3037	658	155	brasil	brasil	PROPN
epaa-3037	658	156	fabiany	fabiany	PROPN
epaa-3037	658	157	de	de	PROPN
epaa-3037	658	158	cássia	cássia	PROPN
epaa-3037	658	159	tavares	tavare	VERB
epaa-3037	658	160	silva	silva	PROPN
epaa-3037	658	161	universidade	universidade	PROPN
epaa-3037	658	162	federal	federal	PROPN
epaa-3037	658	163	do	do	VERB
epaa-3037	658	164	mato	mato	PROPN
epaa-3037	658	165	grosso	grosso	PROPN
epaa-3037	658	166	do	do	AUX
epaa-3037	658	167	sul	sul	PROPN
epaa-3037	658	168	,	,	PUNCT
epaa-3037	658	169	brasil	brasil	PROPN
epaa-3037	658	170	alice	alice	PROPN
epaa-3037	658	171	casimiro	casimiro	PROPN
epaa-3037	658	172	lopes	lopes	PROPN
epaa-3037	658	173	universidade	universidade	PROPN
epaa-3037	658	174	do	do	AUX
epaa-3037	658	175	estado	estado	PROPN
epaa-3037	658	176	do	do	VERB
epaa-3037	658	177	rio	rio	PROPN
epaa-3037	658	178	de	de	PROPN
epaa-3037	658	179	janeiro	janeiro	PROPN
epaa-3037	658	180	,	,	PUNCT
epaa-3037	658	181	brasil	brasil	PROPN
epaa-3037	658	182	jader	jader	NOUN
epaa-3037	658	183	janer	janer	PROPN
epaa-3037	658	184	moreira	moreira	PROPN
epaa-3037	658	185	lopes	lopes	PROPN
epaa-3037	658	186	universidade	universidade	PROPN
epaa-3037	658	187	federal	federal	PROPN
epaa-3037	658	188	fluminense	fluminense	PROPN
epaa-3037	658	189	e	e	PROPN
epaa-3037	658	190	universidade	universidade	PROPN
epaa-3037	658	191	federal	federal	PROPN
epaa-3037	658	192	de	de	PROPN
epaa-3037	658	193	juiz	juiz	PROPN
epaa-3037	658	194	de	de	PROPN
epaa-3037	658	195	fora	fora	PROPN
epaa-3037	658	196	,	,	PUNCT
epaa-3037	658	197	brasil	brasil	PROPN
epaa-3037	658	198	antónio	antónio	PROPN
epaa-3037	658	199	teodoro	teodoro	PROPN
epaa-3037	658	200	universidade	universidade	PROPN
epaa-3037	658	201	lusófona	lusófona	PROPN
epaa-3037	658	202	portugal	portugal	PROPN
epaa-3037	658	203	suzana	suzana	PROPN
epaa-3037	658	204	feldens	feldens	PROPN
epaa-3037	658	205	schwertner	schwertner	PROPN
epaa-3037	658	206	centro	centro	PROPN
epaa-3037	658	207	universitário	universitário	PROPN
epaa-3037	658	208	univates	univates	PROPN
epaa-3037	658	209	brasil	brasil	PROPN
epaa-3037	658	210	debora	debora	PROPN
epaa-3037	658	211	nunes	nunes	PROPN
epaa-3037	658	212	universidade	universidade	PROPN
epaa-3037	658	213	federal	federal	PROPN
epaa-3037	658	214	do	do	AUX
epaa-3037	658	215	rio	rio	PROPN
epaa-3037	658	216	grande	grande	PROPN
epaa-3037	658	217	do	do	VERB
epaa-3037	658	218	norte	norte	NOUN
epaa-3037	658	219	,	,	PUNCT
epaa-3037	658	220	brasil	brasil	PROPN
epaa-3037	658	221	lílian	lílian	PROPN
epaa-3037	658	222	do	do	AUX
epaa-3037	658	223	valle	valle	PROPN
epaa-3037	658	224	universidade	universidade	NOUN
epaa-3037	658	225	do	do	VERB
epaa-3037	658	226	estado	estado	PROPN
epaa-3037	658	227	do	do	AUX
epaa-3037	658	228	rio	rio	PROPN
epaa-3037	658	229	de	de	PROPN
epaa-3037	658	230	janeiro	janeiro	PROPN
epaa-3037	658	231	,	,	PUNCT
epaa-3037	658	232	brasil	brasil	PROPN
epaa-3037	658	233	flávia	flávia	PROPN
epaa-3037	658	234	miller	miller	PROPN
epaa-3037	658	235	naethe	naethe	PROPN
epaa-3037	658	236	motta	motta	PROPN
epaa-3037	658	237	universidade	universidade	PROPN
epaa-3037	658	238	federal	federal	PROPN
epaa-3037	658	239	rural	rural	PROPN
epaa-3037	658	240	do	do	AUX
epaa-3037	658	241	rio	rio	PROPN
epaa-3037	658	242	de	de	PROPN
epaa-3037	658	243	janeiro	janeiro	PROPN
epaa-3037	658	244	,	,	PUNCT
epaa-3037	658	245	brasil	brasil	PROPN
epaa-3037	658	246	alda	alda	PROPN
epaa-3037	658	247	junqueira	junqueira	PROPN
epaa-3037	658	248	marin	marin	PROPN
epaa-3037	658	249	pontifícia	pontifícia	PROPN
epaa-3037	658	250	universidade	universidade	PROPN
epaa-3037	658	251	católica	católica	PROPN
epaa-3037	658	252	de	de	PROPN
epaa-3037	658	253	são	são	PROPN
epaa-3037	658	254	paulo	paulo	PROPN
epaa-3037	658	255	,	,	PUNCT
epaa-3037	658	256	brasil	brasil	PROPN
epaa-3037	658	257	alfredo	alfredo	NOUN
epaa-3037	658	258	veiga	veiga	PROPN
epaa-3037	658	259	-	-	PUNCT
epaa-3037	658	260	neto	neto	PROPN
epaa-3037	658	261	universidade	universidade	PROPN
epaa-3037	658	262	federal	federal	PROPN
epaa-3037	658	263	do	do	AUX
epaa-3037	658	264	rio	rio	PROPN
epaa-3037	658	265	grande	grande	PROPN
epaa-3037	658	266	do	do	AUX
epaa-3037	658	267	sul	sul	PROPN
epaa-3037	658	268	,	,	PUNCT
epaa-3037	658	269	brasil	brasil	PROPN
epaa-3037	658	270	dalila	dalila	PROPN
epaa-3037	659	1	andrade	andrade	PROPN
epaa-3037	659	2	oliveira	oliveira	PROPN
epaa-3037	659	3	universidade	universidade	PROPN
epaa-3037	659	4	federal	federal	PROPN
epaa-3037	659	5	de	de	PROPN
epaa-3037	659	6	minas	minas	PROPN
epaa-3037	659	7	gerais	gerais	PROPN
epaa-3037	659	8	,	,	PUNCT
epaa-3037	659	9	brasil	brasil	PROPN