id	sid	tid	token	lemma	pos
spir-8870	1	1	selected	select	VERB
spir-8870	1	2	papers	paper	NOUN
spir-8870	1	3	of	of	ADP
spir-8870	1	4	aoir	aoir	NOUN
spir-8870	1	5	2016	2016	NUM
spir-8870	1	6	:	:	PUNCT
spir-8870	1	7	the	the	DET
spir-8870	1	8	17th	17th	ADJ
spir-8870	1	9	annual	annual	ADJ
spir-8870	1	10	conference	conference	NOUN
spir-8870	1	11	of	of	ADP
spir-8870	1	12	the	the	DET
spir-8870	1	13	association	association	NOUN
spir-8870	1	14	of	of	ADP
spir-8870	1	15	internet	internet	NOUN
spir-8870	1	16	researchers	researcher	NOUN
spir-8870	1	17	berlin	berlin	PROPN
spir-8870	1	18	,	,	PUNCT
spir-8870	1	19	germany	germany	PROPN
spir-8870	1	20	/	/	SYM
spir-8870	1	21	5	5	NUM
spir-8870	1	22	-	-	SYM
spir-8870	1	23	8	8	NUM
spir-8870	1	24	october	october	PROPN
spir-8870	1	25	2016	2016	NUM
spir-8870	1	26	suggested	suggest	VERB
spir-8870	1	27	 	 	SPACE
spir-8870	1	28	citation	citation	NOUN
spir-8870	1	29	 	 	SPACE
spir-8870	1	30	(	(	PUNCT
spir-8870	1	31	apa	apa	PROPN
spir-8870	1	32	):	):	PUNCT
spir-8870	1	33	 	 	SPACE
spir-8870	1	34	stromer-­galley	stromer-­galley	PROPN
spir-8870	1	35	,	,	PUNCT
spir-8870	1	36	 	 	SPACE
spir-8870	1	37	j.	j.	PROPN
spir-8870	1	38	 	 	SPACE
spir-8870	1	39	rossini	rossini	PROPN
spir-8870	1	40	,	,	PUNCT
spir-8870	1	41	 	 	SPACE
spir-8870	1	42	p.	p.	NOUN
spir-8870	1	43	,	,	PUNCT
spir-8870	1	44	 	 	SPACE
spir-8870	1	45	hemsley	hemsley	NOUN
spir-8870	1	46	,	,	PUNCT
spir-8870	1	47	 	 	SPACE
spir-8870	1	48	j.	j.	PROPN
spir-8870	1	49	,	,	PUNCT
spir-8870	1	50	 	 	SPACE
spir-8870	1	51	kenski	kenski	ADJ
spir-8870	1	52	,	,	PUNCT
spir-8870	1	53	 	 	SPACE
spir-8870	1	54	k.	k.	PROPN
spir-8870	1	55	,	,	PUNCT
spir-8870	1	56	 	 	SPACE
spir-8870	1	57	zhang	zhang	PROPN
spir-8870	1	58	,	,	PUNCT
spir-8870	1	59	 	 	SPACE
spir-8870	1	60	f.	f.	PROPN
spir-8870	1	61	,	,	PUNCT
spir-8870	1	62	 	 	SPACE
spir-8870	1	63	bryant	bryant	PROPN
spir-8870	1	64	,	,	PUNCT
spir-8870	1	65	 	 	SPACE
spir-8870	1	66	l.	l.	PROPN
spir-8870	1	67	,	,	PUNCT
spir-8870	1	68	  	  	SPACE
spir-8870	1	69	semann	semann	NOUN
spir-8870	1	70	,	,	PUNCT
spir-8870	1	71	 	 	SPACE
spir-8870	1	72	b.	b.	PROPN
spir-8870	1	73	 	 	SPACE
spir-8870	1	74	(	(	PUNCT
spir-8870	1	75	2016	2016	NUM
spir-8870	1	76	,	,	PUNCT
spir-8870	1	77	 	 	SPACE
spir-8870	1	78	october	october	PROPN
spir-8870	1	79	 	 	SPACE
spir-8870	1	80	5-­8).social	5-­8).social	NUM
spir-8870	1	81	 	 	SPACE
spir-8870	1	82	media	medium	NOUN
spir-8870	1	83	,	,	PUNCT
spir-8870	1	84	 	 	SPACE
spir-8870	1	85	u.s	u.s	PROPN
spir-8870	1	86	.	.	PROPN
spir-8870	1	87	 	 	SPACE
spir-8870	1	88	presidential	presidential	ADJ
spir-8870	1	89	 	 	SPACE
spir-8870	1	90	campaigns	campaign	NOUN
spir-8870	1	91	,	,	PUNCT
spir-8870	1	92	 	 	SPACE
spir-8870	1	93	and	and	CCONJ
spir-8870	1	94	 	 	SPACE
spir-8870	1	95	public	public	ADJ
spir-8870	1	96	 	 	SPACE
spir-8870	1	97	opinion	opinion	NOUN
spir-8870	1	98	 	 	SPACE
spir-8870	1	99	polls	poll	NOUN
spir-8870	1	100	:	:	PUNCT
spir-8870	1	101	  	  	SPACE
spir-8870	1	102	disentangling	disentangle	VERB
spir-8870	1	103	 	 	SPACE
spir-8870	1	104	effects	effect	NOUN
spir-8870	1	105	.	.	PUNCT
spir-8870	1	106	 	 	SPACE
spir-8870	2	1	paper	paper	NOUN
spir-8870	2	2	 	 	SPACE
spir-8870	2	3	presented	present	VERB
spir-8870	2	4	 	 	SPACE
spir-8870	2	5	at	at	ADP
spir-8870	2	6	 	 	SPACE
spir-8870	2	7	aoir	aoir	VERB
spir-8870	2	8	 	 	SPACE
spir-8870	2	9	2016	2016	NUM
spir-8870	2	10	:	:	PUNCT
spir-8870	2	11	 	 	SPACE
spir-8870	2	12	the	the	DET
spir-8870	2	13	 	 	SPACE
spir-8870	2	14	17th	17th	ADJ
spir-8870	2	15	 	 	SPACE
spir-8870	2	16	annual	annual	ADJ
spir-8870	2	17	 	 	SPACE
spir-8870	2	18	conference	conference	NOUN
spir-8870	2	19	 	 	SPACE
spir-8870	2	20	of	of	ADP
spir-8870	2	21	 	 	SPACE
spir-8870	2	22	the	the	DET
spir-8870	2	23	 	 	SPACE
spir-8870	2	24	association	association	NOUN
spir-8870	2	25	 	 	SPACE
spir-8870	2	26	of	of	ADP
spir-8870	2	27	  	  	SPACE
spir-8870	2	28	internet	internet	NOUN
spir-8870	2	29	 	 	SPACE
spir-8870	2	30	researchers	researcher	NOUN
spir-8870	2	31	.	.	PUNCT
spir-8870	2	32	 	 	SPACE
spir-8870	3	1	berlin	berlin	PROPN
spir-8870	3	2	,	,	PUNCT
spir-8870	3	3	 	 	SPACE
spir-8870	3	4	germany	germany	PROPN
spir-8870	3	5	:	:	PUNCT
spir-8870	3	6	 	 	SPACE
spir-8870	3	7	aoir	aoir	NOUN
spir-8870	3	8	.	.	PUNCT
spir-8870	3	9	 	 	SPACE
spir-8870	3	10	retrieved	retrieve	VERB
spir-8870	3	11	 	 	SPACE
spir-8870	3	12	from	from	ADP
spir-8870	3	13	 	 	SPACE
spir-8870	3	14	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8870	3	15	.	.	PUNCT
spir-8870	4	1	social	social	ADJ
spir-8870	4	2	 	 	SPACE
spir-8870	4	3	media	medium	NOUN
spir-8870	4	4	,	,	PUNCT
spir-8870	4	5	 	 	SPACE
spir-8870	4	6	u.s	u.s	PROPN
spir-8870	4	7	.	.	PROPN
spir-8870	4	8	 	 	SPACE
spir-8870	4	9	presidential	presidential	ADJ
spir-8870	4	10	 	 	SPACE
spir-8870	4	11	campaigns	campaign	NOUN
spir-8870	4	12	,	,	PUNCT
spir-8870	4	13	 	 	SPACE
spir-8870	4	14	and	and	CCONJ
spir-8870	4	15	 	 	SPACE
spir-8870	4	16	public	public	ADJ
spir-8870	4	17	  	  	SPACE
spir-8870	4	18	opinion	opinion	NOUN
spir-8870	4	19	 	 	SPACE
spir-8870	4	20	polls	poll	NOUN
spir-8870	4	21	:	:	PUNCT
spir-8870	4	22	 	 	SPACE
spir-8870	4	23	disentangling	disentangle	VERB
spir-8870	4	24	 	 	SPACE
spir-8870	4	25	effects	effect	NOUN
spir-8870	4	26	  	  	SPACE
spir-8870	4	27	jennifer	jennifer	PROPN
spir-8870	4	28	 	 	SPACE
spir-8870	4	29	stromer-­galley	stromer-­galley	PROPN
spir-8870	4	30	  	  	SPACE
spir-8870	4	31	syracuse	syracuse	PROPN
spir-8870	4	32	 	 	SPACE
spir-8870	4	33	university	university	PROPN
spir-8870	4	34	    	    	SPACE
spir-8870	4	35	patricia	patricia	PROPN
spir-8870	4	36	 	 	SPACE
spir-8870	4	37	g.	g.	PROPN
spir-8870	4	38	 	 	SPACE
spir-8870	4	39	c.	c.	PROPN
spir-8870	4	40	 	 	SPACE
spir-8870	4	41	rossini	rossini	PROPN
spir-8870	4	42	  	  	SPACE
spir-8870	4	43	federal	federal	ADJ
spir-8870	4	44	 	 	SPACE
spir-8870	4	45	university	university	NOUN
spir-8870	4	46	 	 	SPACE
spir-8870	4	47	of	of	ADP
spir-8870	4	48	 	 	SPACE
spir-8870	4	49	minas	minas	PROPN
spir-8870	4	50	 	 	SPACE
spir-8870	4	51	gerais	gerais	PROPN
spir-8870	4	52	,	,	PUNCT
spir-8870	4	53	 	 	SPACE
spir-8870	4	54	brazil	brazil	PROPN
spir-8870	4	55	    	    	SPACE
spir-8870	4	56	jeff	jeff	PROPN
spir-8870	4	57	 	 	SPACE
spir-8870	4	58	hemsley	hemsley	PROPN
spir-8870	4	59	  	  	SPACE
spir-8870	4	60	syracuse	syracuse	PROPN
spir-8870	4	61	 	 	SPACE
spir-8870	4	62	university	university	PROPN
spir-8870	4	63	    	    	SPACE
spir-8870	4	64	kate	kate	PROPN
spir-8870	4	65	 	 	SPACE
spir-8870	4	66	kenski	kenski	PROPN
spir-8870	4	67	  	  	SPACE
spir-8870	4	68	university	university	NOUN
spir-8870	4	69	 	 	SPACE
spir-8870	4	70	of	of	ADP
spir-8870	4	71	 	 	SPACE
spir-8870	4	72	arizona	arizona	PROPN
spir-8870	4	73	    	    	SPACE
spir-8870	4	74	feifei	feifei	PROPN
spir-8870	4	75	 	 	SPACE
spir-8870	4	76	zhang	zhang	PROPN
spir-8870	4	77	  	  	SPACE
spir-8870	4	78	syracuse	syracuse	PROPN
spir-8870	4	79	 	 	SPACE
spir-8870	4	80	university	university	PROPN
spir-8870	4	81	    	    	SPACE
spir-8870	4	82	lauren	lauren	PROPN
spir-8870	4	83	 	 	SPACE
spir-8870	4	84	bryant	bryant	PROPN
spir-8870	4	85	  	  	SPACE
spir-8870	4	86	university	university	NOUN
spir-8870	4	87	 	 	SPACE
spir-8870	4	88	at	at	ADP
spir-8870	4	89	 	 	SPACE
spir-8870	4	90	albany	albany	PROPN
spir-8870	4	91	    	    	SPACE
spir-8870	4	92	bryan	bryan	PROPN
spir-8870	4	93	 	 	SPACE
spir-8870	4	94	semaan	semaan	PROPN
spir-8870	4	95	  	  	SPACE
spir-8870	4	96	syracuse	syracuse	PROPN
spir-8870	4	97	 	 	SPACE
spir-8870	4	98	university	university	PROPN
spir-8870	4	99	    	    	SPACE
spir-8870	4	100	twitter	twitter	NOUN
spir-8870	4	101	  	  	SPACE
spir-8870	4	102	and	and	CCONJ
spir-8870	4	103	  	  	SPACE
spir-8870	4	104	facebook	facebook	NOUN
spir-8870	4	105	  	  	SPACE
spir-8870	4	106	have	have	AUX
spir-8870	4	107	  	  	SPACE
spir-8870	4	108	now	now	ADV
spir-8870	4	109	  	  	SPACE
spir-8870	4	110	“	"	PUNCT
spir-8870	4	111	come	come	VERB
spir-8870	4	112	  	  	SPACE
spir-8870	4	113	of	of	ADP
spir-8870	4	114	  	  	SPACE
spir-8870	4	115	age	age	NOUN
spir-8870	4	116	”	"	PUNCT
spir-8870	4	117	  	  	SPACE
spir-8870	4	118	for	for	ADP
spir-8870	4	119	  	  	SPACE
spir-8870	4	120	strategic	strategic	ADJ
spir-8870	4	121	  	  	SPACE
spir-8870	4	122	communication	communication	NOUN
spir-8870	4	123	  	  	SPACE
spir-8870	4	124	by	by	ADP
spir-8870	4	125	  	  	SPACE
spir-8870	4	126	presidential	presidential	ADJ
spir-8870	4	127	 	 	SPACE
spir-8870	4	128	campaigns	campaign	NOUN
spir-8870	4	129	 	 	SPACE
spir-8870	4	130	in	in	ADP
spir-8870	4	131	 	 	SPACE
spir-8870	4	132	the	the	DET
spir-8870	4	133	 	 	SPACE
spir-8870	4	134	united	united	ADJ
spir-8870	4	135	 	 	SPACE
spir-8870	4	136	states	state	NOUN
spir-8870	4	137	.	.	PUNCT
spir-8870	4	138	 	 	SPACE
spir-8870	5	1	for	for	ADP
spir-8870	5	2	 	 	SPACE
spir-8870	5	3	example	example	NOUN
spir-8870	5	4	,	,	PUNCT
spir-8870	5	5	 	 	SPACE
spir-8870	5	6	in	in	ADP
spir-8870	5	7	 	 	SPACE
spir-8870	5	8	2012	2012	NUM
spir-8870	5	9	,	,	PUNCT
spir-8870	5	10	 	 	SPACE
spir-8870	5	11	the	the	DET
spir-8870	5	12	 	 	SPACE
spir-8870	5	13	obama	obama	NOUN
spir-8870	5	14	 	 	SPACE
spir-8870	5	15	campaign	campaign	NOUN
spir-8870	5	16	  	  	SPACE
spir-8870	5	17	estimated	estimate	VERB
spir-8870	5	18	 	 	SPACE
spir-8870	5	19	they	they	PRON
spir-8870	5	20	 	 	SPACE
spir-8870	5	21	could	could	AUX
spir-8870	5	22	 	 	SPACE
spir-8870	5	23	reach	reach	VERB
spir-8870	5	24	 	 	SPACE
spir-8870	5	25	95	95	NUM
spir-8870	5	26	%	%	NOUN
spir-8870	5	27	 	 	SPACE
spir-8870	5	28	of	of	ADP
spir-8870	5	29	 	 	SPACE
spir-8870	5	30	the	the	DET
spir-8870	5	31	 	 	SPACE
spir-8870	5	32	voting	voting	NOUN
spir-8870	5	33	 	 	SPACE
spir-8870	5	34	public	public	NOUN
spir-8870	5	35	 	 	SPACE
spir-8870	5	36	through	through	ADP
spir-8870	5	37	 	 	SPACE
spir-8870	5	38	facebook	facebook	PROPN
spir-8870	5	39	 	 	SPACE
spir-8870	5	40	(	(	PUNCT
spir-8870	5	41	obama	obama	PROPN
spir-8870	5	42	 	 	SPACE
spir-8870	5	43	legacy	legacy	NOUN
spir-8870	5	44	  	  	SPACE
spir-8870	5	45	report	report	NOUN
spir-8870	5	46	,	,	PUNCT
spir-8870	5	47	  	  	SPACE
spir-8870	5	48	n.d	n.d	PROPN
spir-8870	5	49	.	.	PROPN
spir-8870	5	50	)	)	PUNCT
spir-8870	5	51	.	.	PUNCT
spir-8870	5	52	  	  	SPACE
spir-8870	6	1	while	while	SCONJ
spir-8870	6	2	  	  	SPACE
spir-8870	6	3	neither	neither	CCONJ
spir-8870	6	4	  	  	SPACE
spir-8870	6	5	twitter	twitter	NOUN
spir-8870	6	6	  	  	SPACE
spir-8870	6	7	nor	nor	CCONJ
spir-8870	6	8	  	  	SPACE
spir-8870	6	9	facebook	facebook	NOUN
spir-8870	6	10	  	  	SPACE
spir-8870	6	11	have	have	AUX
spir-8870	6	12	  	  	SPACE
spir-8870	6	13	increased	increase	VERB
spir-8870	6	14	  	  	SPACE
spir-8870	6	15	their	their	PRON
spir-8870	6	16	  	  	SPACE
spir-8870	6	17	user	user	NOUN
spir-8870	6	18	  	  	SPACE
spir-8870	6	19	bases	basis	NOUN
spir-8870	6	20	  	  	SPACE
spir-8870	6	21	substantially	substantially	ADV
spir-8870	6	22	 	 	SPACE
spir-8870	6	23	since	since	SCONJ
spir-8870	6	24	 	 	SPACE
spir-8870	6	25	2012	2012	NUM
spir-8870	6	26	,	,	PUNCT
spir-8870	6	27	 	 	SPACE
spir-8870	6	28	they	they	PRON
spir-8870	6	29	 	 	SPACE
spir-8870	6	30	are	be	AUX
spir-8870	6	31	 	 	SPACE
spir-8870	6	32	an	an	DET
spir-8870	6	33	 	 	SPACE
spir-8870	6	34	important	important	ADJ
spir-8870	6	35	 	 	SPACE
spir-8870	6	36	source	source	NOUN
spir-8870	6	37	 	 	SPACE
spir-8870	6	38	of	of	ADP
spir-8870	6	39	 	 	SPACE
spir-8870	6	40	information	information	NOUN
spir-8870	6	41	 	 	SPACE
spir-8870	6	42	for	for	ADP
spir-8870	6	43	 	 	SPACE
spir-8870	6	44	the	the	DET
spir-8870	6	45	 	 	SPACE
spir-8870	6	46	electorate	electorate	NOUN
spir-8870	6	47	  	  	SPACE
spir-8870	6	48	during	during	ADP
spir-8870	6	49	 	 	SPACE
spir-8870	6	50	an	an	DET
spir-8870	6	51	 	 	SPACE
spir-8870	6	52	election	election	NOUN
spir-8870	6	53	,	,	PUNCT
spir-8870	6	54	  	  	SPACE
spir-8870	6	55	including	include	VERB
spir-8870	6	56	  	  	SPACE
spir-8870	6	57	this	this	DET
spir-8870	6	58	 	 	SPACE
spir-8870	6	59	election	election	NOUN
spir-8870	6	60	 	 	SPACE
spir-8870	6	61	cycle	cycle	NOUN
spir-8870	6	62	  	  	SPACE
spir-8870	6	63	(	(	PUNCT
spir-8870	6	64	gottfried	gottfried	PROPN
spir-8870	6	65	,	,	PUNCT
spir-8870	6	66	 	 	SPACE
spir-8870	6	67	barthel	barthel	PROPN
spir-8870	6	68	,	,	PUNCT
spir-8870	6	69	 	 	SPACE
spir-8870	6	70	shearer	shearer	PROPN
spir-8870	6	71	 	 	SPACE
spir-8870	6	72	&	&	CCONJ
spir-8870	6	73	 	 	SPACE
spir-8870	6	74	mitchell	mitchell	PROPN
spir-8870	6	75	,	,	PUNCT
spir-8870	6	76	  	  	SPACE
spir-8870	6	77	2016	2016	NUM
spir-8870	6	78	)	)	PUNCT
spir-8870	6	79	.	.	PUNCT
spir-8870	6	80	    	    	SPACE
spir-8870	7	1	because	because	SCONJ
spir-8870	7	2	 	 	SPACE
spir-8870	7	3	social	social	ADJ
spir-8870	7	4	 	 	SPACE
spir-8870	7	5	media	medium	NOUN
spir-8870	7	6	 	 	SPACE
spir-8870	7	7	is	be	AUX
spir-8870	7	8	 	 	SPACE
spir-8870	7	9	now	now	ADV
spir-8870	7	10	 	 	SPACE
spir-8870	7	11	an	an	DET
spir-8870	7	12	 	 	SPACE
spir-8870	7	13	important	important	ADJ
spir-8870	7	14	 	 	SPACE
spir-8870	7	15	site	site	NOUN
spir-8870	7	16	 	 	SPACE
spir-8870	7	17	of	of	ADP
spir-8870	7	18	 	 	SPACE
spir-8870	7	19	communication	communication	NOUN
spir-8870	7	20	 	 	SPACE
spir-8870	7	21	for	for	ADP
spir-8870	7	22	 	 	SPACE
spir-8870	7	23	campaigns	campaign	NOUN
spir-8870	7	24	 	 	SPACE
spir-8870	7	25	and	and	CCONJ
spir-8870	7	26	 	 	SPACE
spir-8870	7	27	the	the	DET
spir-8870	7	28	  	  	SPACE
spir-8870	7	29	electorate	electorate	NOUN
spir-8870	7	30	,	,	PUNCT
spir-8870	7	31	 	 	SPACE
spir-8870	7	32	we	we	PRON
spir-8870	7	33	 	 	SPACE
spir-8870	7	34	seek	seek	VERB
spir-8870	7	35	  	  	SPACE
spir-8870	7	36	to	to	PART
spir-8870	7	37	 	 	SPACE
spir-8870	7	38	understand	understand	VERB
spir-8870	7	39	  	  	SPACE
spir-8870	7	40	the	the	DET
spir-8870	7	41	  	  	SPACE
spir-8870	7	42	types	type	NOUN
spir-8870	7	43	 	 	SPACE
spir-8870	7	44	and	and	CCONJ
spir-8870	7	45	 	 	SPACE
spir-8870	7	46	nature	nature	NOUN
spir-8870	7	47	 	 	SPACE
spir-8870	7	48	of	of	ADP
spir-8870	7	49	 	 	SPACE
spir-8870	7	50	messaging	message	VERB
spir-8870	7	51	  	  	SPACE
spir-8870	7	52	that	that	SCONJ
spir-8870	7	53	 	 	SPACE
spir-8870	7	54	campaigns	campaign	NOUN
spir-8870	7	55	  	  	SPACE
spir-8870	7	56	produce	produce	VERB
spir-8870	7	57	.	.	PUNCT
spir-8870	7	58	 	 	SPACE
spir-8870	7	59	of	of	ADP
spir-8870	7	60	 	 	SPACE
spir-8870	7	61	specific	specific	ADJ
spir-8870	7	62	 	 	SPACE
spir-8870	7	63	interest	interest	NOUN
spir-8870	7	64	 	 	SPACE
spir-8870	7	65	is	be	AUX
spir-8870	7	66	 	 	SPACE
spir-8870	7	67	the	the	DET
spir-8870	7	68	 	 	SPACE
spir-8870	7	69	relationship	relationship	NOUN
spir-8870	7	70	 	 	SPACE
spir-8870	7	71	between	between	ADP
spir-8870	7	72	 	 	SPACE
spir-8870	7	73	messaging	messaging	NOUN
spir-8870	7	74	 	 	SPACE
spir-8870	7	75	on	on	ADP
spir-8870	7	76	 	 	SPACE
spir-8870	7	77	social	social	ADJ
spir-8870	7	78	 	 	SPACE
spir-8870	7	79	media	medium	NOUN
spir-8870	7	80	 	 	SPACE
spir-8870	7	81	and	and	CCONJ
spir-8870	7	82	  	  	SPACE
spir-8870	7	83	public	public	ADJ
spir-8870	7	84	 	 	SPACE
spir-8870	7	85	opinion	opinion	NOUN
spir-8870	7	86	 	 	SPACE
spir-8870	7	87	polls	poll	NOUN
spir-8870	7	88	.	.	PUNCT
spir-8870	7	89	 	 	SPACE
spir-8870	8	1	prior	prior	ADJ
spir-8870	8	2	  	  	SPACE
spir-8870	8	3	research	research	NOUN
spir-8870	8	4	 	 	SPACE
spir-8870	8	5	suggests	suggest	VERB
spir-8870	8	6	  	  	SPACE
spir-8870	8	7	that	that	SCONJ
spir-8870	8	8	 	 	SPACE
spir-8870	8	9	strategic	strategic	ADJ
spir-8870	8	10	 	 	SPACE
spir-8870	8	11	messages	message	NOUN
spir-8870	8	12	  	  	SPACE
spir-8870	8	13	in	in	ADP
spir-8870	8	14	  	  	SPACE
spir-8870	8	15	television	television	NOUN
spir-8870	8	16	 	 	SPACE
spir-8870	8	17	ads	ad	NOUN
spir-8870	8	18	  	  	SPACE
spir-8870	8	19	change	change	NOUN
spir-8870	8	20	 	 	SPACE
spir-8870	8	21	based	base	VERB
spir-8870	8	22	 	 	SPACE
spir-8870	8	23	on	on	ADP
spir-8870	8	24	 	 	SPACE
spir-8870	8	25	candidate	candidate	NOUN
spir-8870	8	26	 	 	SPACE
spir-8870	8	27	standing	stand	VERB
spir-8870	8	28	 	 	SPACE
spir-8870	8	29	in	in	ADP
spir-8870	8	30	 	 	SPACE
spir-8870	8	31	the	the	DET
spir-8870	8	32	 	 	SPACE
spir-8870	8	33	polls	poll	NOUN
spir-8870	8	34	 	 	SPACE
spir-8870	8	35	(	(	PUNCT
spir-8870	8	36	jamieson	jamieson	PROPN
spir-8870	8	37	,	,	PUNCT
spir-8870	8	38	 	 	SPACE
spir-8870	8	39	1992	1992	NUM
spir-8870	8	40	)	)	PUNCT
spir-8870	8	41	.	.	PUNCT
spir-8870	8	42	 	 	SPACE
spir-8870	9	1	as	as	SCONJ
spir-8870	9	2	 	 	SPACE
spir-8870	9	3	races	race	NOUN
spir-8870	9	4	 	 	SPACE
spir-8870	9	5	tighten	tighten	VERB
spir-8870	9	6	,	,	PUNCT
spir-8870	9	7	 	 	SPACE
spir-8870	9	8	they	they	PRON
spir-8870	9	9	  	  	SPACE
spir-8870	9	10	tend	tend	VERB
spir-8870	9	11	 	 	SPACE
spir-8870	9	12	to	to	PART
spir-8870	9	13	 	 	SPACE
spir-8870	9	14	become	become	VERB
spir-8870	9	15	 	 	SPACE
spir-8870	9	16	more	more	ADJ
spir-8870	9	17	 	 	SPACE
spir-8870	9	18	negative	negative	ADJ
spir-8870	9	19	 	 	SPACE
spir-8870	9	20	(	(	PUNCT
spir-8870	10	1	buell	buell	PROPN
spir-8870	10	2	 	 	SPACE
spir-8870	10	3	&	&	CCONJ
spir-8870	10	4	 	 	SPACE
spir-8870	10	5	sigelman	sigelman	NOUN
spir-8870	10	6	,	,	PUNCT
spir-8870	10	7	 	 	SPACE
spir-8870	10	8	2008;;	2008;;	NUM
spir-8870	10	9	 	 	SPACE
spir-8870	10	10	hassell	hassell	PROPN
spir-8870	10	11	 	 	SPACE
spir-8870	10	12	&	&	CCONJ
spir-8870	10	13	 	 	SPACE
spir-8870	10	14	oeltjenbruns	oeltjenbrun	NOUN
spir-8870	10	15	,	,	PUNCT
spir-8870	10	16	 	 	SPACE
spir-8870	10	17	2015;;	2015;;	PROPN
spir-8870	10	18	  	  	SPACE
spir-8870	10	19	lau	lau	PROPN
spir-8870	10	20	 	 	SPACE
spir-8870	10	21	&	&	CCONJ
spir-8870	10	22	 	 	SPACE
spir-8870	10	23	pomper	pomper	NOUN
spir-8870	10	24	,	,	PUNCT
spir-8870	10	25	 	 	SPACE
spir-8870	10	26	2004	2004	NUM
spir-8870	10	27	)	)	PUNCT
spir-8870	10	28	.	.	PUNCT
spir-8870	10	29	 	 	SPACE
spir-8870	11	1	two	two	NUM
spir-8870	11	2	 	 	SPACE
spir-8870	11	3	recent	recent	ADJ
spir-8870	11	4	 	 	SPACE
spir-8870	11	5	studies	study	NOUN
spir-8870	11	6	 	 	SPACE
spir-8870	11	7	suggest	suggest	VERB
spir-8870	11	8	 	 	SPACE
spir-8870	11	9	that	that	SCONJ
spir-8870	11	10	 	 	SPACE
spir-8870	11	11	campaigns	campaign	NOUN
spir-8870	11	12	 	 	SPACE
spir-8870	11	13	mirror	mirror	VERB
spir-8870	11	14	 	 	SPACE
spir-8870	11	15	what	what	PRON
spir-8870	11	16	 	 	SPACE
spir-8870	11	17	they	they	PRON
spir-8870	11	18	 	 	SPACE
spir-8870	11	19	do	do	AUX
spir-8870	11	20	  	  	SPACE
spir-8870	11	21	offline	offline	VERB
spir-8870	11	22	 	 	SPACE
spir-8870	11	23	and	and	CCONJ
spir-8870	11	24	 	 	SPACE
spir-8870	11	25	online	online	ADJ
spir-8870	11	26	 	 	SPACE
spir-8870	11	27	(	(	PUNCT
spir-8870	11	28	druckman	druckman	NOUN
spir-8870	11	29	,	,	PUNCT
spir-8870	11	30	 	 	SPACE
spir-8870	11	31	kifer	kifer	NOUN
spir-8870	11	32	,	,	PUNCT
spir-8870	11	33	 	 	SPACE
spir-8870	11	34	&	&	CCONJ
spir-8870	11	35	 	 	SPACE
spir-8870	11	36	parkin	parkin	NOUN
spir-8870	11	37	,	,	PUNCT
spir-8870	11	38	 	 	SPACE
spir-8870	11	39	2009;;	2009;;	NUM
spir-8870	11	40	 	 	SPACE
spir-8870	11	41	krupnikov	krupnikov	PROPN
spir-8870	11	42	 	 	SPACE
spir-8870	11	43	&	&	CCONJ
spir-8870	11	44	 	 	SPACE
spir-8870	11	45	easter	easter	PROPN
spir-8870	11	46	,	,	PUNCT
spir-8870	11	47	 	 	SPACE
spir-8870	11	48	2013	2013	NUM
spir-8870	11	49	)	)	PUNCT
spir-8870	11	50	.	.	PUNCT
spir-8870	11	51	 	 	SPACE
spir-8870	12	1	this	this	PRON
spir-8870	12	2	 	 	SPACE
spir-8870	12	3	leads	lead	VERB
spir-8870	12	4	  	  	SPACE
spir-8870	12	5	us	we	PRON
spir-8870	12	6	 	 	SPACE
spir-8870	12	7	to	to	PART
spir-8870	12	8	 	 	SPACE
spir-8870	12	9	predict	predict	VERB
spir-8870	12	10	 	 	SPACE
spir-8870	12	11	that	that	SCONJ
spir-8870	12	12	 	 	SPACE
spir-8870	12	13	presidential	presidential	ADJ
spir-8870	12	14	 	 	SPACE
spir-8870	12	15	candidate	candidate	NOUN
spir-8870	12	16	 	 	SPACE
spir-8870	12	17	message	message	NOUN
spir-8870	12	18	 	 	SPACE
spir-8870	12	19	strategies	strategy	NOUN
spir-8870	12	20	 	 	SPACE
spir-8870	12	21	will	will	AUX
spir-8870	12	22	 	 	SPACE
spir-8870	12	23	change	change	VERB
spir-8870	12	24	 	 	SPACE
spir-8870	12	25	based	base	VERB
spir-8870	12	26	 	 	SPACE
spir-8870	12	27	on	on	ADP
spir-8870	12	28	 	 	SPACE
spir-8870	12	29	their	their	PRON
spir-8870	12	30	  	  	SPACE
spir-8870	12	31	standing	standing	NOUN
spir-8870	12	32	 	 	SPACE
spir-8870	12	33	in	in	ADP
spir-8870	12	34	 	 	SPACE
spir-8870	12	35	vote-­intention	vote-­intention	NOUN
spir-8870	12	36	 	 	SPACE
spir-8870	12	37	polls	poll	NOUN
spir-8870	12	38	,	,	PUNCT
spir-8870	12	39	 	 	SPACE
spir-8870	12	40	which	which	PRON
spir-8870	12	41	 	 	SPACE
spir-8870	12	42	ask	ask	VERB
spir-8870	12	43	 	 	SPACE
spir-8870	12	44	the	the	DET
spir-8870	12	45	 	 	SPACE
spir-8870	12	46	public	public	NOUN
spir-8870	12	47	 	 	SPACE
spir-8870	12	48	who	who	PRON
spir-8870	12	49	 	 	SPACE
spir-8870	12	50	they	they	PRON
spir-8870	12	51	 	 	SPACE
spir-8870	12	52	would	would	AUX
spir-8870	12	53	 	 	SPACE
spir-8870	12	54	vote	vote	VERB
spir-8870	12	55	 	 	SPACE
spir-8870	12	56	for	for	ADP
spir-8870	12	57	 	 	SPACE
spir-8870	12	58	if	if	SCONJ
spir-8870	12	59	 	 	SPACE
spir-8870	12	60	the	the	DET
spir-8870	12	61	 	 	SPACE
spir-8870	12	62	election	election	NOUN
spir-8870	12	63	  	  	SPACE
spir-8870	12	64	were	be	AUX
spir-8870	12	65	 	 	SPACE
spir-8870	12	66	held	hold	VERB
spir-8870	12	67	 	 	SPACE
spir-8870	12	68	today	today	NOUN
spir-8870	12	69	.	.	PUNCT
spir-8870	12	70	      	      	SPACE
spir-8870	13	1	methods	method	NOUN
spir-8870	13	2	    	    	SPACE
spir-8870	13	3	we	we	PRON
spir-8870	13	4	 	 	SPACE
spir-8870	13	5	collected	collect	VERB
spir-8870	13	6	 	 	SPACE
spir-8870	13	7	facebook	facebook	NOUN
spir-8870	13	8	 	 	SPACE
spir-8870	13	9	and	and	CCONJ
spir-8870	13	10	 	 	SPACE
spir-8870	13	11	twitter	twitter	NOUN
spir-8870	13	12	 	 	SPACE
spir-8870	13	13	messages	message	NOUN
spir-8870	13	14	 	 	SPACE
spir-8870	13	15	of	of	ADP
spir-8870	13	16	 	 	SPACE
spir-8870	13	17	all	all	DET
spir-8870	13	18	 	 	SPACE
spir-8870	13	19	17	17	NUM
spir-8870	13	20	 	 	SPACE
spir-8870	13	21	republican	republican	PROPN
spir-8870	13	22	 	 	SPACE
spir-8870	13	23	and	and	CCONJ
spir-8870	13	24	 	 	SPACE
spir-8870	13	25	7	7	NUM
spir-8870	13	26	 	 	SPACE
spir-8870	13	27	democratic	democratic	ADJ
spir-8870	13	28	  	  	SPACE
spir-8870	13	29	primary	primary	NOUN
spir-8870	13	30	.	.	PUNCT
spir-8870	13	31	 	 	SPACE
spir-8870	14	1	the	the	DET
spir-8870	14	2	 	 	SPACE
spir-8870	14	3	period	period	NOUN
spir-8870	14	4	 	 	SPACE
spir-8870	14	5	of	of	ADP
spir-8870	14	6	 	 	SPACE
spir-8870	14	7	analysis	analysis	NOUN
spir-8870	14	8	 	 	SPACE
spir-8870	14	9	starts	start	VERB
spir-8870	14	10	 	 	SPACE
spir-8870	14	11	from	from	ADP
spir-8870	14	12	 	 	SPACE
spir-8870	14	13	when	when	SCONJ
spir-8870	14	14	 	 	SPACE
spir-8870	14	15	the	the	DET
spir-8870	14	16	 	 	SPACE
spir-8870	14	17	candidates	candidate	NOUN
spir-8870	14	18	 	 	SPACE
spir-8870	14	19	announced	announce	VERB
spir-8870	14	20	 	 	SPACE
spir-8870	14	21	they	they	PRON
spir-8870	14	22	 	 	SPACE
spir-8870	14	23	were	be	AUX
spir-8870	14	24	  	  	SPACE
spir-8870	14	25	running	run	VERB
spir-8870	14	26	 	 	SPACE
spir-8870	14	27	early	early	ADV
spir-8870	14	28	 	 	SPACE
spir-8870	14	29	in	in	ADP
spir-8870	14	30	 	 	SPACE
spir-8870	14	31	2015	2015	NUM
spir-8870	14	32	 	 	SPACE
spir-8870	14	33	until	until	SCONJ
spir-8870	14	34	 	 	SPACE
spir-8870	14	35	they	they	PRON
spir-8870	14	36	 	 	SPACE
spir-8870	14	37	dropped	drop	VERB
spir-8870	14	38	 	 	SPACE
spir-8870	14	39	out	out	ADP
spir-8870	14	40	,	,	PUNCT
spir-8870	14	41	 	 	SPACE
spir-8870	14	42	or	or	CCONJ
spir-8870	14	43	 	 	SPACE
spir-8870	14	44	april	april	PROPN
spir-8870	14	45	 	 	SPACE
spir-8870	14	46	1st	1st	NOUN
spir-8870	14	47	,	,	PUNCT
spir-8870	14	48	 	 	SPACE
spir-8870	14	49	2016	2016	NUM
spir-8870	14	50	,	,	PUNCT
spir-8870	14	51	 	 	SPACE
spir-8870	14	52	whichever	whichever	PRON
spir-8870	14	53	 	 	SPACE
spir-8870	14	54	came	come	VERB
spir-8870	14	55	 	 	SPACE
spir-8870	14	56	first	first	ADV
spir-8870	14	57	.	.	PUNCT
spir-8870	14	58	  	  	SPACE
spir-8870	15	1	the	the	DET
spir-8870	15	2	 	 	SPACE
spir-8870	15	3	analysis	analysis	NOUN
spir-8870	15	4	 	 	SPACE
spir-8870	15	5	focuses	focus	VERB
spir-8870	15	6	 	 	SPACE
spir-8870	15	7	on	on	ADP
spir-8870	15	8	 	 	SPACE
spir-8870	15	9	the	the	DET
spir-8870	15	10	 	 	SPACE
spir-8870	15	11	surfacing	surface	VERB
spir-8870	15	12	 	 	SPACE
spir-8870	15	13	and	and	CCONJ
spir-8870	15	14	 	 	SPACE
spir-8870	15	15	primary	primary	ADJ
spir-8870	15	16	 	 	SPACE
spir-8870	15	17	stages	stage	NOUN
spir-8870	15	18	 	 	SPACE
spir-8870	15	19	of	of	ADP
spir-8870	15	20	 	 	SPACE
spir-8870	15	21	the	the	DET
spir-8870	15	22	 	 	SPACE
spir-8870	15	23	campaigns	campaign	NOUN
spir-8870	15	24	 	 	SPACE
spir-8870	15	25	because	because	SCONJ
spir-8870	15	26	 	 	SPACE
spir-8870	15	27	of	of	ADP
spir-8870	15	28	  	  	SPACE
spir-8870	15	29	the	the	DET
spir-8870	15	30	 	 	SPACE
spir-8870	15	31	large	large	ADJ
spir-8870	15	32	 	 	SPACE
spir-8870	15	33	number	number	NOUN
spir-8870	15	34	 	 	SPACE
spir-8870	15	35	of	of	ADP
spir-8870	15	36	 	 	SPACE
spir-8870	15	37	candidates	candidate	NOUN
spir-8870	15	38	 	 	SPACE
spir-8870	15	39	running	run	VERB
spir-8870	15	40	,	,	PUNCT
spir-8870	15	41	 	 	SPACE
spir-8870	15	42	which	which	PRON
spir-8870	15	43	 	 	SPACE
spir-8870	15	44	allows	allow	VERB
spir-8870	15	45	 	 	SPACE
spir-8870	15	46	for	for	ADP
spir-8870	15	47	 	 	SPACE
spir-8870	15	48	the	the	DET
spir-8870	15	49	 	 	SPACE
spir-8870	15	50	highest	high	ADJ
spir-8870	15	51	 	 	SPACE
spir-8870	15	52	number	number	NOUN
spir-8870	15	53	 	 	SPACE
spir-8870	15	54	of	of	ADP
spir-8870	15	55	 	 	SPACE
spir-8870	15	56	data	datum	NOUN
spir-8870	15	57	  	  	SPACE
spir-8870	15	58	points	point	NOUN
spir-8870	15	59	 	 	SPACE
spir-8870	15	60	to	to	PART
spir-8870	15	61	 	 	SPACE
spir-8870	15	62	examine	examine	VERB
spir-8870	15	63	 	 	SPACE
spir-8870	15	64	the	the	DET
spir-8870	15	65	 	 	SPACE
spir-8870	15	66	relationship	relationship	NOUN
spir-8870	15	67	 	 	SPACE
spir-8870	15	68	between	between	ADP
spir-8870	15	69	 	 	SPACE
spir-8870	15	70	strategic	strategic	ADJ
spir-8870	15	71	 	 	SPACE
spir-8870	15	72	messaging	messaging	NOUN
spir-8870	15	73	 	 	SPACE
spir-8870	15	74	and	and	CCONJ
spir-8870	15	75	 	 	SPACE
spir-8870	15	76	polling	polling	NOUN
spir-8870	15	77	.	.	PUNCT
spir-8870	15	78	 	 	SPACE
spir-8870	16	1	we	we	PRON
spir-8870	16	2	 	 	SPACE
spir-8870	16	3	use	use	VERB
spir-8870	16	4	  	  	SPACE
spir-8870	16	5	national	national	ADJ
spir-8870	16	6	 	 	SPACE
spir-8870	16	7	public	public	ADJ
spir-8870	16	8	 	 	SPACE
spir-8870	16	9	opinion	opinion	NOUN
spir-8870	16	10	 	 	SPACE
spir-8870	16	11	polling	polling	NOUN
spir-8870	16	12	 	 	SPACE
spir-8870	16	13	data	datum	NOUN
spir-8870	16	14	 	 	SPACE
spir-8870	16	15	from	from	ADP
spir-8870	16	16	 	 	SPACE
spir-8870	16	17	realclearpolitics.com	realclearpolitics.com	X
spir-8870	16	18	,	,	PUNCT
spir-8870	16	19	 	 	SPACE
spir-8870	16	20	which	which	PRON
spir-8870	16	21	 	 	SPACE
spir-8870	16	22	provides	provide	VERB
spir-8870	16	23	 	 	SPACE
spir-8870	16	24	a	a	DET
spir-8870	16	25	 	 	SPACE
spir-8870	16	26	rolling	roll	VERB
spir-8870	16	27	  	  	SPACE
spir-8870	16	28	average	average	NOUN
spir-8870	16	29	 	 	SPACE
spir-8870	16	30	of	of	ADP
spir-8870	16	31	 	 	SPACE
spir-8870	16	32	an	an	DET
spir-8870	16	33	 	 	SPACE
spir-8870	16	34	aggregate	aggregate	NOUN
spir-8870	16	35	 	 	SPACE
spir-8870	16	36	of	of	ADP
spir-8870	16	37	 	 	SPACE
spir-8870	16	38	national	national	ADJ
spir-8870	16	39	 	 	SPACE
spir-8870	16	40	polls	poll	NOUN
spir-8870	16	41	.	.	PUNCT
spir-8870	16	42	      	      	SPACE
spir-8870	17	1	we	we	PRON
spir-8870	17	2	 	 	SPACE
spir-8870	17	3	developed	develop	VERB
spir-8870	17	4	 	 	SPACE
spir-8870	17	5	a	a	DET
spir-8870	17	6	 	 	SPACE
spir-8870	17	7	codebook	codebook	NOUN
spir-8870	17	8	 	 	SPACE
spir-8870	17	9	to	to	PART
spir-8870	17	10	 	 	SPACE
spir-8870	17	11	categorize	categorize	VERB
spir-8870	17	12	 	 	SPACE
spir-8870	17	13	tweets	tweet	NOUN
spir-8870	17	14	 	 	SPACE
spir-8870	17	15	through	through	ADP
spir-8870	17	16	 	 	SPACE
spir-8870	17	17	deductive	deductive	ADJ
spir-8870	17	18	 	 	SPACE
spir-8870	17	19	and	and	CCONJ
spir-8870	17	20	 	 	SPACE
spir-8870	17	21	inductive	inductive	VERB
spir-8870	17	22	  	  	SPACE
spir-8870	17	23	analysis	analysis	NOUN
spir-8870	17	24	 	 	SPACE
spir-8870	17	25	of	of	ADP
spir-8870	17	26	 	 	SPACE
spir-8870	17	27	twitter	twitter	NOUN
spir-8870	17	28	 	 	SPACE
spir-8870	17	29	messages	message	NOUN
spir-8870	17	30	 	 	SPACE
spir-8870	17	31	by	by	ADP
spir-8870	17	32	 	 	SPACE
spir-8870	17	33	the	the	DET
spir-8870	17	34	 	 	SPACE
spir-8870	17	35	candidates	candidate	NOUN
spir-8870	17	36	 	 	SPACE
spir-8870	17	37	(	(	PUNCT
spir-8870	17	38	krippendorff	krippendorff	NOUN
spir-8870	17	39	,	,	PUNCT
spir-8870	17	40	 	 	SPACE
spir-8870	17	41	2003	2003	NUM
spir-8870	17	42	)	)	PUNCT
spir-8870	17	43	.	.	PUNCT
spir-8870	17	44	 	 	SPACE
spir-8870	18	1	in	in	ADP
spir-8870	18	2	 	 	SPACE
spir-8870	18	3	this	this	DET
spir-8870	18	4	 	 	SPACE
spir-8870	18	5	study	study	NOUN
spir-8870	18	6	,	,	PUNCT
spir-8870	18	7	 	 	SPACE
spir-8870	18	8	we	we	PRON
spir-8870	18	9	  	  	SPACE
spir-8870	18	10	focus	focus	VERB
spir-8870	18	11	 	 	SPACE
spir-8870	18	12	on	on	ADP
spir-8870	18	13	 	 	SPACE
spir-8870	18	14	strategic	strategic	ADJ
spir-8870	18	15	 	 	SPACE
spir-8870	18	16	messages	message	NOUN
spir-8870	18	17	.	.	PUNCT
spir-8870	18	18	 	 	SPACE
spir-8870	19	1	these	these	PRON
spir-8870	19	2	 	 	SPACE
spir-8870	19	3	are	be	AUX
spir-8870	19	4	 	 	SPACE
spir-8870	19	5	operationalized	operationalize	VERB
spir-8870	19	6	 	 	SPACE
spir-8870	19	7	as	as	ADP
spir-8870	19	8	 	 	SPACE
spir-8870	19	9	any	any	DET
spir-8870	19	10	 	 	SPACE
spir-8870	19	11	message	message	NOUN
spir-8870	19	12	 	 	SPACE
spir-8870	19	13	that	that	PRON
spir-8870	19	14	 	 	SPACE
spir-8870	19	15	is	be	AUX
spir-8870	19	16	 	 	SPACE
spir-8870	19	17	about	about	ADP
spir-8870	19	18	  	  	SPACE
spir-8870	19	19	the	the	DET
spir-8870	19	20	 	 	SPACE
spir-8870	19	21	candidate	candidate	NOUN
spir-8870	19	22	 	 	SPACE
spir-8870	19	23	or	or	CCONJ
spir-8870	19	24	 	 	SPACE
spir-8870	19	25	their	their	PRON
spir-8870	19	26	 	 	SPACE
spir-8870	19	27	opponent	opponent	NOUN
spir-8870	19	28	 	 	SPACE
spir-8870	19	29	that	that	PRON
spir-8870	19	30	 	 	SPACE
spir-8870	19	31	focuses	focus	VERB
spir-8870	19	32	 	 	SPACE
spir-8870	19	33	on	on	ADP
spir-8870	19	34	 	 	SPACE
spir-8870	19	35	policy	policy	NOUN
spir-8870	19	36	 	 	SPACE
spir-8870	19	37	and	and	CCONJ
spir-8870	19	38	 	 	SPACE
spir-8870	19	39	issues	issue	NOUN
spir-8870	19	40	,	,	PUNCT
spir-8870	19	41	 	 	SPACE
spir-8870	19	42	or	or	CCONJ
spir-8870	19	43	 	 	SPACE
spir-8870	19	44	character	character	NOUN
spir-8870	19	45	 	 	SPACE
spir-8870	19	46	and	and	CCONJ
spir-8870	19	47	  	  	SPACE
spir-8870	19	48	personality	personality	NOUN
spir-8870	19	49	,	,	PUNCT
spir-8870	19	50	 	 	SPACE
spir-8870	19	51	including	include	VERB
spir-8870	19	52	 	 	SPACE
spir-8870	19	53	policy	policy	NOUN
spir-8870	19	54	 	 	SPACE
spir-8870	19	55	messages	message	NOUN
spir-8870	19	56	 	 	SPACE
spir-8870	19	57	around	around	ADP
spir-8870	19	58	 	 	SPACE
spir-8870	19	59	voting	voting	NOUN
spir-8870	19	60	,	,	PUNCT
spir-8870	19	61	 	 	SPACE
spir-8870	19	62	and	and	CCONJ
spir-8870	19	63	 	 	SPACE
spir-8870	19	64	standing	stand	VERB
spir-8870	19	65	 	 	SPACE
spir-8870	19	66	in	in	ADP
spir-8870	19	67	 	 	SPACE
spir-8870	19	68	the	the	DET
spir-8870	19	69	 	 	SPACE
spir-8870	19	70	public	public	ADJ
spir-8870	19	71	 	 	SPACE
spir-8870	19	72	opinion	opinion	NOUN
spir-8870	19	73	  	  	SPACE
spir-8870	19	74	polls	poll	NOUN
spir-8870	19	75	.	.	PUNCT
spir-8870	19	76	 	 	SPACE
spir-8870	20	1	we	we	PRON
spir-8870	20	2	 	 	SPACE
spir-8870	20	3	defined	define	VERB
spir-8870	20	4	 	 	SPACE
spir-8870	20	5	two	two	NUM
spir-8870	20	6	 	 	SPACE
spir-8870	20	7	sub-­categories	sub-­categorie	NOUN
spir-8870	20	8	 	 	SPACE
spir-8870	20	9	under	under	ADP
spir-8870	20	10	 	 	SPACE
spir-8870	20	11	strategic	strategic	ADJ
spir-8870	20	12	 	 	SPACE
spir-8870	20	13	messages	message	NOUN
spir-8870	20	14	:	:	PUNCT
spir-8870	20	15	 	 	SPACE
spir-8870	20	16	attack	attack	NOUN
spir-8870	20	17	 	 	SPACE
spir-8870	20	18	and	and	CCONJ
spir-8870	20	19	 	 	SPACE
spir-8870	20	20	advocacy	advocacy	NOUN
spir-8870	20	21	  	  	SPACE
spir-8870	20	22	messaging	messaging	NOUN
spir-8870	20	23	.	.	PUNCT
spir-8870	20	24	 	 	SPACE
spir-8870	21	1	an	an	DET
spir-8870	21	2	 	 	SPACE
spir-8870	21	3	attack	attack	NOUN
spir-8870	21	4	 	 	SPACE
spir-8870	21	5	message	message	NOUN
spir-8870	21	6	 	 	SPACE
spir-8870	21	7	is	be	AUX
spir-8870	21	8	 	 	SPACE
spir-8870	21	9	operationalized	operationalize	VERB
spir-8870	21	10	 	 	SPACE
spir-8870	21	11	as	as	ADP
spir-8870	21	12	 	 	SPACE
spir-8870	21	13	a	a	DET
spir-8870	21	14	 	 	SPACE
spir-8870	21	15	message	message	NOUN
spir-8870	21	16	 	 	SPACE
spir-8870	21	17	that	that	PRON
spir-8870	21	18	 	 	SPACE
spir-8870	21	19	criticizes	criticize	VERB
spir-8870	21	20	 	 	SPACE
spir-8870	21	21	the	the	DET
spir-8870	21	22	  	  	SPACE
spir-8870	21	23	opponent	opponent	NOUN
spir-8870	21	24	 	 	SPACE
spir-8870	21	25	or	or	CCONJ
spir-8870	21	26	 	 	SPACE
spir-8870	21	27	opposing	oppose	VERB
spir-8870	21	28	 	 	SPACE
spir-8870	21	29	administration	administration	NOUN
spir-8870	21	30	 	 	SPACE
spir-8870	21	31	or	or	CCONJ
spir-8870	21	32	 	 	SPACE
spir-8870	21	33	party	party	NOUN
spir-8870	21	34	 	 	SPACE
spir-8870	21	35	on	on	ADP
spir-8870	21	36	 	 	SPACE
spir-8870	21	37	their	their	PRON
spir-8870	21	38	 	 	SPACE
spir-8870	21	39	personality	personality	NOUN
spir-8870	21	40	,	,	PUNCT
spir-8870	21	41	 	 	SPACE
spir-8870	21	42	leadership	leadership	NOUN
spir-8870	21	43	 	 	SPACE
spir-8870	21	44	skills	skill	NOUN
spir-8870	21	45	,	,	PUNCT
spir-8870	21	46	 	 	SPACE
spir-8870	21	47	past	past	ADP
spir-8870	21	48	  	  	SPACE
spir-8870	21	49	behaviors	behavior	NOUN
spir-8870	21	50	,	,	PUNCT
spir-8870	21	51	 	 	SPACE
spir-8870	21	52	family	family	NOUN
spir-8870	21	53	,	,	PUNCT
spir-8870	21	54	 	 	SPACE
spir-8870	21	55	policy	policy	NOUN
spir-8870	21	56	 	 	SPACE
spir-8870	21	57	issues	issue	NOUN
spir-8870	21	58	,	,	PUNCT
spir-8870	21	59	 	 	SPACE
spir-8870	21	60	campaign	campaign	NOUN
spir-8870	21	61	 	 	SPACE
spir-8870	21	62	events	event	NOUN
spir-8870	21	63	,	,	PUNCT
spir-8870	21	64	 	 	SPACE
spir-8870	21	65	or	or	CCONJ
spir-8870	21	66	 	 	SPACE
spir-8870	21	67	any	any	DET
spir-8870	21	68	 	 	SPACE
spir-8870	21	69	other	other	ADJ
spir-8870	21	70	 	 	SPACE
spir-8870	21	71	negative	negative	ADJ
spir-8870	21	72	 	 	SPACE
spir-8870	21	73	focus	focus	NOUN
spir-8870	21	74	 	 	SPACE
spir-8870	21	75	on	on	ADP
spir-8870	21	76	 	 	SPACE
spir-8870	21	77	the	the	DET
spir-8870	21	78	  	  	SPACE
spir-8870	21	79	opponent	opponent	NOUN
spir-8870	21	80	,	,	PUNCT
spir-8870	21	81	 	 	SPACE
spir-8870	21	82	or	or	CCONJ
spir-8870	21	83	 	 	SPACE
spir-8870	21	84	their	their	PRON
spir-8870	21	85	 	 	SPACE
spir-8870	21	86	campaign	campaign	NOUN
spir-8870	21	87	,	,	PUNCT
spir-8870	21	88	 	 	SPACE
spir-8870	21	89	surrogates	surrogate	NOUN
spir-8870	21	90	,	,	PUNCT
spir-8870	21	91	 	 	SPACE
spir-8870	21	92	or	or	CCONJ
spir-8870	21	93	 	 	SPACE
spir-8870	21	94	family	family	NOUN
spir-8870	21	95	.	.	PUNCT
spir-8870	21	96	 	 	SPACE
spir-8870	22	1	an	an	DET
spir-8870	22	2	 	 	SPACE
spir-8870	22	3	advocacy	advocacy	NOUN
spir-8870	22	4	 	 	SPACE
spir-8870	22	5	message	message	NOUN
spir-8870	22	6	 	 	SPACE
spir-8870	22	7	is	be	AUX
spir-8870	22	8	  	  	SPACE
spir-8870	22	9	operationalized	operationalize	VERB
spir-8870	22	10	 	 	SPACE
spir-8870	22	11	as	as	ADP
spir-8870	22	12	 	 	SPACE
spir-8870	22	13	a	a	DET
spir-8870	22	14	 	 	SPACE
spir-8870	22	15	message	message	NOUN
spir-8870	22	16	 	 	SPACE
spir-8870	22	17	that	that	PRON
spir-8870	22	18	 	 	SPACE
spir-8870	22	19	advocates	advocate	VERB
spir-8870	22	20	 	 	SPACE
spir-8870	22	21	for	for	ADP
spir-8870	22	22	 	 	SPACE
spir-8870	22	23	the	the	DET
spir-8870	22	24	 	 	SPACE
spir-8870	22	25	candidate	candidate	NOUN
spir-8870	22	26	,	,	PUNCT
spir-8870	22	27	 	 	SPACE
spir-8870	22	28	highlighting	highlight	VERB
spir-8870	22	29	 	 	SPACE
spir-8870	22	30	their	their	PRON
spir-8870	22	31	  	  	SPACE
spir-8870	22	32	strengths	strength	NOUN
spir-8870	22	33	 	 	SPACE
spir-8870	22	34	as	as	ADP
spir-8870	22	35	 	 	SPACE
spir-8870	22	36	a	a	DET
spir-8870	22	37	 	 	SPACE
spir-8870	22	38	leader	leader	NOUN
spir-8870	22	39	,	,	PUNCT
spir-8870	22	40	 	 	SPACE
spir-8870	22	41	describing	describe	VERB
spir-8870	22	42	 	 	SPACE
spir-8870	22	43	their	their	PRON
spir-8870	22	44	 	 	SPACE
spir-8870	22	45	prior	prior	ADJ
spir-8870	22	46	 	 	SPACE
spir-8870	22	47	policies	policy	NOUN
spir-8870	22	48	 	 	SPACE
spir-8870	22	49	or	or	CCONJ
spir-8870	22	50	 	 	SPACE
spir-8870	22	51	personal	personal	ADJ
spir-8870	22	52	 	 	SPACE
spir-8870	22	53	history	history	NOUN
spir-8870	22	54	,	,	PUNCT
spir-8870	22	55	 	 	SPACE
spir-8870	22	56	describing	describe	VERB
spir-8870	22	57	 	 	SPACE
spir-8870	22	58	or	or	CCONJ
spir-8870	22	59	  	  	SPACE
spir-8870	22	60	featuring	feature	VERB
spir-8870	22	61	 	 	SPACE
spir-8870	22	62	their	their	PRON
spir-8870	22	63	 	 	SPACE
spir-8870	22	64	family	family	NOUN
spir-8870	22	65	,	,	PUNCT
spir-8870	22	66	 	 	SPACE
spir-8870	22	67	describing	describe	VERB
spir-8870	22	68	 	 	SPACE
spir-8870	22	69	or	or	CCONJ
spir-8870	22	70	 	 	SPACE
spir-8870	22	71	highlighting	highlight	VERB
spir-8870	22	72	 	 	SPACE
spir-8870	22	73	their	their	PRON
spir-8870	22	74	 	 	SPACE
spir-8870	22	75	current	current	ADJ
spir-8870	22	76	 	 	SPACE
spir-8870	22	77	and	and	CCONJ
spir-8870	22	78	 	 	SPACE
spir-8870	22	79	future	future	ADJ
spir-8870	22	80	 	 	SPACE
spir-8870	22	81	policy	policy	NOUN
spir-8870	22	82	 	 	SPACE
spir-8870	22	83	positions	position	NOUN
spir-8870	22	84	,	,	PUNCT
spir-8870	22	85	  	  	SPACE
spir-8870	22	86	or	or	CCONJ
spir-8870	22	87	 	 	SPACE
spir-8870	22	88	featuring	feature	VERB
spir-8870	22	89	 	 	SPACE
spir-8870	22	90	their	their	PRON
spir-8870	22	91	 	 	SPACE
spir-8870	22	92	positive	positive	ADJ
spir-8870	22	93	 	 	SPACE
spir-8870	22	94	personality	personality	NOUN
spir-8870	22	95	 	 	SPACE
spir-8870	22	96	characteristics	characteristic	NOUN
spir-8870	22	97	,	,	PUNCT
spir-8870	22	98	 	 	SPACE
spir-8870	22	99	is	be	AUX
spir-8870	22	100	 	 	SPACE
spir-8870	22	101	an	an	DET
spir-8870	22	102	 	 	SPACE
spir-8870	22	103	advocacy	advocacy	NOUN
spir-8870	22	104	 	 	SPACE
spir-8870	22	105	message	message	NOUN
spir-8870	22	106	.	.	PUNCT
spir-8870	22	107	      	      	SPACE
spir-8870	23	1	we	we	PRON
spir-8870	23	2	 	 	SPACE
spir-8870	23	3	will	will	AUX
spir-8870	23	4	 	 	SPACE
spir-8870	23	5	use	use	VERB
spir-8870	23	6	 	 	SPACE
spir-8870	23	7	machine	machine	NOUN
spir-8870	23	8	 	 	SPACE
spir-8870	23	9	learning	learn	VERB
spir-8870	23	10	 	 	SPACE
spir-8870	23	11	to	to	PART
spir-8870	23	12	 	 	SPACE
spir-8870	23	13	categorize	categorize	VERB
spir-8870	23	14	 	 	SPACE
spir-8870	23	15	the	the	DET
spir-8870	23	16	 	 	SPACE
spir-8870	23	17	entire	entire	ADJ
spir-8870	23	18	 	 	SPACE
spir-8870	23	19	corpus	corpus	NOUN
spir-8870	23	20	 	 	SPACE
spir-8870	23	21	of	of	ADP
spir-8870	23	22	 	 	SPACE
spir-8870	23	23	facebook	facebook	NOUN
spir-8870	23	24	 	 	SPACE
spir-8870	23	25	messages	message	NOUN
spir-8870	23	26	  	  	SPACE
spir-8870	23	27	and	and	CCONJ
spir-8870	23	28	 	 	SPACE
spir-8870	23	29	tweets	tweet	NOUN
spir-8870	23	30	.	.	PUNCT
spir-8870	23	31	 	 	SPACE
spir-8870	24	1	human	human	ADJ
spir-8870	24	2	 	 	SPACE
spir-8870	24	3	coders	coder	NOUN
spir-8870	24	4	 	 	SPACE
spir-8870	24	5	have	have	AUX
spir-8870	24	6	 	 	SPACE
spir-8870	24	7	annotated	annotate	VERB
spir-8870	24	8	 	 	SPACE
spir-8870	24	9	strategic	strategic	ADJ
spir-8870	24	10	 	 	SPACE
spir-8870	24	11	messages	message	NOUN
spir-8870	24	12	 	 	SPACE
spir-8870	24	13	from	from	ADP
spir-8870	24	14	 	 	SPACE
spir-8870	24	15	both	both	DET
spir-8870	24	16	 	 	SPACE
spir-8870	24	17	facebook	facebook	NOUN
spir-8870	24	18	  	  	SPACE
spir-8870	24	19	and	and	CCONJ
spir-8870	24	20	 	 	SPACE
spir-8870	24	21	twitter	twitter	NOUN
spir-8870	24	22	 	 	SPACE
spir-8870	24	23	using	use	VERB
spir-8870	24	24	 	 	SPACE
spir-8870	24	25	2014	2014	NUM
spir-8870	24	26	 	 	SPACE
spir-8870	24	27	gubernatorial	gubernatorial	ADJ
spir-8870	24	28	 	 	SPACE
spir-8870	24	29	campaign	campaign	NOUN
spir-8870	24	30	 	 	SPACE
spir-8870	24	31	data	datum	NOUN
spir-8870	24	32	.	.	PUNCT
spir-8870	24	33	 	 	SPACE
spir-8870	25	1	once	once	ADV
spir-8870	25	2	 	 	SPACE
spir-8870	25	3	annotators	annotator	NOUN
spir-8870	25	4	 	 	SPACE
spir-8870	25	5	reached	reach	VERB
spir-8870	25	6	 	 	SPACE
spir-8870	25	7	at	at	ADV
spir-8870	25	8	 	 	SPACE
spir-8870	25	9	least	least	ADJ
spir-8870	25	10	  	  	SPACE
spir-8870	25	11	75	75	NUM
spir-8870	25	12	%	%	NOUN
spir-8870	25	13	 	 	SPACE
spir-8870	25	14	agreement	agreement	NOUN
spir-8870	25	15	 	 	SPACE
spir-8870	25	16	on	on	ADP
spir-8870	25	17	 	 	SPACE
spir-8870	25	18	all	all	DET
spir-8870	25	19	 	 	SPACE
spir-8870	25	20	categories	category	NOUN
spir-8870	25	21	,	,	PUNCT
spir-8870	25	22	 	 	SPACE
spir-8870	25	23	they	they	PRON
spir-8870	25	24	 	 	SPACE
spir-8870	25	25	reconciled	reconcile	VERB
spir-8870	25	26	 	 	SPACE
spir-8870	25	27	differences	difference	NOUN
spir-8870	25	28	 	 	SPACE
spir-8870	25	29	to	to	PART
spir-8870	25	30	 	 	SPACE
spir-8870	25	31	generate	generate	VERB
spir-8870	25	32	 	 	SPACE
spir-8870	25	33	gold-­labeled	gold-­labeled	ADJ
spir-8870	25	34	  	  	SPACE
spir-8870	25	35	data	datum	NOUN
spir-8870	25	36	.	.	PUNCT
spir-8870	25	37	 	 	SPACE
spir-8870	25	38	to	to	ADP
spir-8870	25	39	 	 	SPACE
spir-8870	25	40	date	date	NOUN
spir-8870	25	41	,	,	PUNCT
spir-8870	25	42	 	 	SPACE
spir-8870	25	43	our	our	PRON
spir-8870	25	44	 	 	SPACE
spir-8870	25	45	annotators	annotator	NOUN
spir-8870	25	46	 	 	SPACE
spir-8870	25	47	have	have	AUX
spir-8870	25	48	 	 	SPACE
spir-8870	25	49	annotated	annotate	VERB
spir-8870	25	50	 	 	SPACE
spir-8870	25	51	and	and	CCONJ
spir-8870	25	52	 	 	SPACE
spir-8870	25	53	adjudicated	adjudicate	VERB
spir-8870	25	54	 	 	SPACE
spir-8870	25	55	1,438	1,438	NUM
spir-8870	25	56	 	 	SPACE
spir-8870	25	57	strategic	strategic	ADJ
spir-8870	25	58	 	 	SPACE
spir-8870	25	59	tweets	tweet	NOUN
spir-8870	25	60	,	,	PUNCT
spir-8870	25	61	  	  	SPACE
spir-8870	25	62	with	with	ADP
spir-8870	25	63	 	 	SPACE
spir-8870	25	64	958	958	NUM
spir-8870	25	65	 	 	SPACE
spir-8870	25	66	advocacy	advocacy	NOUN
spir-8870	25	67	 	 	SPACE
spir-8870	25	68	tweets	tweet	NOUN
spir-8870	25	69	 	 	SPACE
spir-8870	25	70	and	and	CCONJ
spir-8870	25	71	 	 	SPACE
spir-8870	25	72	480	480	NUM
spir-8870	25	73	 	 	SPACE
spir-8870	25	74	attack	attack	NOUN
spir-8870	25	75	 	 	SPACE
spir-8870	26	1	tweets;;	tweets;;	PROPN
spir-8870	26	2	 	 	SPACE
spir-8870	26	3	and	and	CCONJ
spir-8870	26	4	 	 	SPACE
spir-8870	26	5	856	856	NUM
spir-8870	26	6	 	 	SPACE
spir-8870	26	7	facebook	facebook	NOUN
spir-8870	26	8	 	 	SPACE
spir-8870	26	9	strategic	strategic	ADJ
spir-8870	26	10	  	  	SPACE
spir-8870	26	11	messages	message	NOUN
spir-8870	26	12	,	,	PUNCT
spir-8870	26	13	 	 	SPACE
spir-8870	26	14	with	with	ADP
spir-8870	26	15	 	 	SPACE
spir-8870	26	16	537	537	NUM
spir-8870	26	17	 	 	SPACE
spir-8870	26	18	advocacy	advocacy	NOUN
spir-8870	26	19	 	 	SPACE
spir-8870	26	20	messages	message	NOUN
spir-8870	26	21	 	 	SPACE
spir-8870	26	22	and	and	CCONJ
spir-8870	26	23	 	 	SPACE
spir-8870	26	24	319	319	NUM
spir-8870	26	25	 	 	SPACE
spir-8870	26	26	attack	attack	NOUN
spir-8870	26	27	 	 	SPACE
spir-8870	26	28	messages	message	NOUN
spir-8870	26	29	.	.	PUNCT
spir-8870	26	30	 	 	SPACE
spir-8870	27	1	we	we	PRON
spir-8870	27	2	 	 	SPACE
spir-8870	27	3	use	use	VERB
spir-8870	27	4	 	 	SPACE
spir-8870	27	5	these	these	DET
spir-8870	27	6	 	 	SPACE
spir-8870	27	7	gold	gold	NOUN
spir-8870	27	8	  	  	SPACE
spir-8870	27	9	standard	standard	ADJ
spir-8870	27	10	 	 	SPACE
spir-8870	27	11	data	datum	NOUN
spir-8870	27	12	 	 	SPACE
spir-8870	27	13	as	as	ADP
spir-8870	27	14	 	 	SPACE
spir-8870	27	15	training	training	NOUN
spir-8870	27	16	 	 	SPACE
spir-8870	27	17	data	datum	NOUN
spir-8870	27	18	 	 	SPACE
spir-8870	27	19	to	to	PART
spir-8870	27	20	 	 	SPACE
spir-8870	27	21	build	build	VERB
spir-8870	27	22	 	 	SPACE
spir-8870	27	23	algorithms	algorithm	NOUN
spir-8870	27	24	 	 	SPACE
spir-8870	27	25	for	for	ADP
spir-8870	27	26	 	 	SPACE
spir-8870	27	27	advocacy	advocacy	NOUN
spir-8870	27	28	 	 	SPACE
spir-8870	27	29	and	and	CCONJ
spir-8870	27	30	 	 	SPACE
spir-8870	27	31	attack	attack	NOUN
spir-8870	27	32	 	 	SPACE
spir-8870	27	33	message	message	NOUN
spir-8870	27	34	  	  	SPACE
spir-8870	27	35	detection	detection	NOUN
spir-8870	27	36	.	.	PUNCT
spir-8870	27	37	    	    	SPACE
spir-8870	28	1	for	for	ADP
spir-8870	28	2	 	 	SPACE
spir-8870	28	3	algorithm	algorithm	NOUN
spir-8870	28	4	 	 	SPACE
spir-8870	28	5	building	building	NOUN
spir-8870	28	6	,	,	PUNCT
spir-8870	28	7	 	 	SPACE
spir-8870	28	8	we	we	PRON
spir-8870	28	9	 	 	SPACE
spir-8870	28	10	performed	perform	VERB
spir-8870	28	11	 	 	SPACE
spir-8870	28	12	a	a	DET
spir-8870	28	13	 	 	SPACE
spir-8870	28	14	number	number	NOUN
spir-8870	28	15	 	 	SPACE
spir-8870	28	16	of	of	ADP
spir-8870	28	17	 	 	SPACE
spir-8870	28	18	experiments	experiment	NOUN
spir-8870	28	19	 	 	SPACE
spir-8870	28	20	in	in	ADP
spir-8870	28	21	 	 	SPACE
spir-8870	28	22	scikit-­learn	scikit-­learn	VERB
spir-8870	28	23	,	,	PUNCT
spir-8870	28	24	 	 	SPACE
spir-8870	28	25	a	a	DET
spir-8870	28	26	 	 	SPACE
spir-8870	28	27	python-­	python-­	NOUN
spir-8870	28	28	based	base	VERB
spir-8870	28	29	,	,	PUNCT
spir-8870	28	30	 	 	SPACE
spir-8870	28	31	command-­line	command-­line	NOUN
spir-8870	28	32	 	 	SPACE
spir-8870	28	33	machine	machine	NOUN
spir-8870	28	34	 	 	SPACE
spir-8870	28	35	learning	learn	VERB
spir-8870	28	36	 	 	SPACE
spir-8870	28	37	package	package	NOUN
spir-8870	28	38	.	.	PUNCT
spir-8870	28	39	 	 	SPACE
spir-8870	29	1	all	all	DET
spir-8870	29	2	 	 	SPACE
spir-8870	29	3	classification	classification	NOUN
spir-8870	29	4	 	 	SPACE
spir-8870	29	5	tasks	task	NOUN
spir-8870	29	6	 	 	SPACE
spir-8870	29	7	were	be	AUX
spir-8870	29	8	 	 	SPACE
spir-8870	29	9	evaluated	evaluate	VERB
spir-8870	29	10	  	  	SPACE
spir-8870	29	11	with	with	ADP
spir-8870	29	12	 	 	SPACE
spir-8870	29	13	10-­fold	10-­fold	NUM
spir-8870	29	14	 	 	SPACE
spir-8870	29	15	cross	cross	VERB
spir-8870	29	16	 	 	SPACE
spir-8870	29	17	validation	validation	NOUN
spir-8870	29	18	.	.	PUNCT
spir-8870	29	19	 	 	SPACE
spir-8870	30	1	for	for	ADP
spir-8870	30	2	 	 	SPACE
spir-8870	30	3	strategic	strategic	ADJ
spir-8870	30	4	 	 	SPACE
spir-8870	30	5	messages	message	NOUN
spir-8870	30	6	 	 	SPACE
spir-8870	30	7	in	in	ADP
spir-8870	30	8	 	 	SPACE
spir-8870	30	9	twitter	twitter	NOUN
spir-8870	30	10	 	 	SPACE
spir-8870	30	11	(	(	PUNCT
spir-8870	30	12	see	see	VERB
spir-8870	30	13	 	 	SPACE
spir-8870	30	14	table	table	NOUN
spir-8870	30	15	 	 	SPACE
spir-8870	30	16	1	1	NUM
spir-8870	30	17	)	)	PUNCT
spir-8870	30	18	,	,	PUNCT
spir-8870	30	19	 	 	SPACE
spir-8870	30	20	the	the	DET
spir-8870	30	21	 	 	SPACE
spir-8870	30	22	best	good	ADJ
spir-8870	30	23	  	  	SPACE
spir-8870	30	24	micro-­averaged	micro-­average	VERB
spir-8870	30	25	 	 	SPACE
spir-8870	30	26	f	f	PROPN
spir-8870	30	27	 	 	SPACE
spir-8870	30	28	value	value	NOUN
spir-8870	30	29	 	 	SPACE
spir-8870	30	30	is	be	AUX
spir-8870	30	31	 	 	SPACE
spir-8870	30	32	0.77	0.77	NUM
spir-8870	30	33	,	,	PUNCT
spir-8870	30	34	 	 	SPACE
spir-8870	30	35	by	by	ADP
spir-8870	30	36	 	 	SPACE
spir-8870	30	37	using	use	VERB
spir-8870	30	38	 	 	SPACE
spir-8870	30	39	svm	svm	VERB
spir-8870	30	40	 	 	SPACE
spir-8870	30	41	classifier	classifier	NOUN
spir-8870	30	42	 	 	SPACE
spir-8870	30	43	with	with	ADP
spir-8870	30	44	 	 	SPACE
spir-8870	30	45	features	feature	NOUN
spir-8870	30	46	,	,	PUNCT
spir-8870	30	47	 	 	SPACE
spir-8870	30	48	including	include	VERB
spir-8870	30	49	  	  	SPACE
spir-8870	30	50	boolean	boolean	ADJ
spir-8870	30	51	,	,	PUNCT
spir-8870	30	52	 	 	SPACE
spir-8870	30	53	@_username	@_username	PROPN
spir-8870	30	54	,	,	PUNCT
spir-8870	30	55	 	 	SPACE
spir-8870	30	56	and	and	CCONJ
spir-8870	30	57	 	 	SPACE
spir-8870	30	58	numbers	number	NOUN
spir-8870	30	59	 	 	SPACE
spir-8870	30	60	of	of	ADP
spir-8870	30	61	 	 	SPACE
spir-8870	30	62	@_username	@_username	PRON
spir-8870	30	63	 	 	SPACE
spir-8870	30	64	included	include	VERB
spir-8870	30	65	 	 	SPACE
spir-8870	30	66	in	in	ADP
spir-8870	30	67	 	 	SPACE
spir-8870	30	68	one	one	NUM
spir-8870	30	69	 	 	SPACE
spir-8870	30	70	tweet	tweet	NOUN
spir-8870	30	71	.	.	PUNCT
spir-8870	30	72	 	 	SPACE
spir-8870	31	1	for	for	ADP
spir-8870	31	2	  	  	SPACE
spir-8870	31	3	facebook	facebook	NOUN
spir-8870	31	4	 	 	SPACE
spir-8870	31	5	data	datum	NOUN
spir-8870	31	6	 	 	SPACE
spir-8870	31	7	(	(	PUNCT
spir-8870	31	8	see	see	VERB
spir-8870	31	9	 	 	SPACE
spir-8870	31	10	table	table	NOUN
spir-8870	31	11	 	 	SPACE
spir-8870	31	12	2	2	NUM
spir-8870	31	13	)	)	PUNCT
spir-8870	31	14	,	,	PUNCT
spir-8870	31	15	 	 	SPACE
spir-8870	31	16	the	the	DET
spir-8870	31	17	 	 	SPACE
spir-8870	31	18	best	good	ADJ
spir-8870	31	19	 	 	SPACE
spir-8870	31	20	micro-­averaged	micro-­average	VERB
spir-8870	31	21	 	 	SPACE
spir-8870	31	22	f	f	PROPN
spir-8870	31	23	 	 	SPACE
spir-8870	31	24	value	value	NOUN
spir-8870	31	25	 	 	SPACE
spir-8870	31	26	is	be	AUX
spir-8870	31	27	 	 	SPACE
spir-8870	31	28	0.83	0.83	NUM
spir-8870	31	29	,	,	PUNCT
spir-8870	31	30	 	 	SPACE
spir-8870	31	31	by	by	ADP
spir-8870	31	32	 	 	SPACE
spir-8870	31	33	using	use	VERB
spir-8870	31	34	 	 	SPACE
spir-8870	31	35	a	a	DET
spir-8870	31	36	 	 	SPACE
spir-8870	31	37	svm	svm	NOUN
spir-8870	31	38	  	  	SPACE
spir-8870	31	39	classifier	classifier	NOUN
spir-8870	31	40	 	 	SPACE
spir-8870	31	41	with	with	ADP
spir-8870	31	42	 	 	SPACE
spir-8870	31	43	a	a	DET
spir-8870	31	44	 	 	SPACE
spir-8870	31	45	boolean	boolean	ADJ
spir-8870	31	46	 	 	SPACE
spir-8870	31	47	feature	feature	NOUN
spir-8870	31	48	.	.	PUNCT
spir-8870	31	49	 	 	SPACE
spir-8870	32	1	by	by	ADP
spir-8870	32	2	 	 	SPACE
spir-8870	32	3	comparison	comparison	NOUN
spir-8870	32	4	,	,	PUNCT
spir-8870	32	5	 	 	SPACE
spir-8870	32	6	the	the	DET
spir-8870	32	7	 	 	SPACE
spir-8870	32	8	majority	majority	NOUN
spir-8870	32	9	 	 	SPACE
spir-8870	32	10	baseline	baseline	VERB
spir-8870	32	11	 	 	SPACE
spir-8870	32	12	for	for	ADP
spir-8870	32	13	 	 	SPACE
spir-8870	32	14	twitter	twitter	NOUN
spir-8870	32	15	  	  	SPACE
spir-8870	32	16	strategic	strategic	ADJ
spir-8870	32	17	 	 	SPACE
spir-8870	32	18	sub-­category	sub-­category	NOUN
spir-8870	32	19	 	 	SPACE
spir-8870	32	20	is	be	AUX
spir-8870	32	21	 	 	SPACE
spir-8870	32	22	0.67	0.67	NUM
spir-8870	32	23	,	,	PUNCT
spir-8870	32	24	 	 	SPACE
spir-8870	32	25	and	and	CCONJ
spir-8870	32	26	 	 	SPACE
spir-8870	32	27	0.63	0.63	NUM
spir-8870	32	28	 	 	SPACE
spir-8870	32	29	for	for	ADP
spir-8870	32	30	 	 	SPACE
spir-8870	32	31	facebook	facebook	PROPN
spir-8870	32	32	.	.	PUNCT
spir-8870	32	33	 	 	SPACE
spir-8870	33	1	all	all	PRON
spir-8870	33	2	 	 	SPACE
spir-8870	33	3	the	the	DET
spir-8870	33	4	 	 	SPACE
spir-8870	33	5	micro-­averaged	micro-­averaged	ADJ
spir-8870	33	6	 	 	SPACE
spir-8870	33	7	f	f	PROPN
spir-8870	33	8	 	 	SPACE
spir-8870	33	9	values	value	NOUN
spir-8870	33	10	  	  	SPACE
spir-8870	33	11	reported	report	VERB
spir-8870	33	12	 	 	SPACE
spir-8870	33	13	are	be	AUX
spir-8870	33	14	 	 	SPACE
spir-8870	33	15	much	much	ADJ
spir-8870	33	16	 	 	SPACE
spir-8870	33	17	higher	high	ADJ
spir-8870	33	18	 	 	SPACE
spir-8870	33	19	than	than	ADP
spir-8870	33	20	 	 	SPACE
spir-8870	33	21	baseline	baseline	VERB
spir-8870	33	22	 	 	SPACE
spir-8870	33	23	scores	score	NOUN
spir-8870	33	24	.	.	PUNCT
spir-8870	33	25	 	 	SPACE
spir-8870	34	1	this	this	PRON
spir-8870	34	2	 	 	SPACE
spir-8870	34	3	suggests	suggest	VERB
spir-8870	34	4	 	 	SPACE
spir-8870	34	5	that	that	SCONJ
spir-8870	34	6	 	 	SPACE
spir-8870	34	7	the	the	DET
spir-8870	34	8	 	 	SPACE
spir-8870	34	9	machine-­coding	machine-­code	VERB
spir-8870	34	10	  	  	SPACE
spir-8870	34	11	algorithms	algorithm	NOUN
spir-8870	34	12	 	 	SPACE
spir-8870	34	13	have	have	AUX
spir-8870	34	14	 	 	SPACE
spir-8870	34	15	been	be	AUX
spir-8870	34	16	 	 	SPACE
spir-8870	34	17	trained	train	VERB
spir-8870	34	18	 	 	SPACE
spir-8870	34	19	to	to	PART
spir-8870	34	20	 	 	SPACE
spir-8870	34	21	predict	predict	VERB
spir-8870	34	22	 	 	SPACE
spir-8870	34	23	these	these	DET
spir-8870	34	24	 	 	SPACE
spir-8870	34	25	categories	category	NOUN
spir-8870	34	26	 	 	SPACE
spir-8870	34	27	well	well	ADV
spir-8870	34	28	.	.	PUNCT
spir-8870	34	29	 	 	SPACE
spir-8870	35	1	as	as	ADP
spir-8870	35	2	 	 	SPACE
spir-8870	35	3	a	a	DET
spir-8870	35	4	 	 	SPACE
spir-8870	35	5	further	further	ADJ
spir-8870	35	6	 	 	SPACE
spir-8870	35	7	step	step	NOUN
spir-8870	35	8	,	,	PUNCT
spir-8870	35	9	 	 	SPACE
spir-8870	35	10	we	we	PRON
spir-8870	35	11	 	 	SPACE
spir-8870	35	12	will	will	AUX
spir-8870	35	13	  	  	SPACE
spir-8870	35	14	test	test	VERB
spir-8870	35	15	 	 	SPACE
spir-8870	35	16	the	the	DET
spir-8870	35	17	 	 	SPACE
spir-8870	35	18	reliability	reliability	NOUN
spir-8870	35	19	 	 	SPACE
spir-8870	35	20	of	of	ADP
spir-8870	35	21	 	 	SPACE
spir-8870	35	22	our	our	PRON
spir-8870	35	23	 	 	SPACE
spir-8870	35	24	current	current	ADJ
spir-8870	35	25	 	 	SPACE
spir-8870	35	26	best	good	ADJ
spir-8870	35	27	 	 	SPACE
spir-8870	35	28	models	model	NOUN
spir-8870	35	29	 	 	SPACE
spir-8870	35	30	and	and	CCONJ
spir-8870	35	31	 	 	SPACE
spir-8870	35	32	then	then	ADV
spir-8870	35	33	 	 	SPACE
spir-8870	35	34	apply	apply	VERB
spir-8870	35	35	 	 	SPACE
spir-8870	35	36	them	they	PRON
spir-8870	35	37	 	 	SPACE
spir-8870	35	38	to	to	PART
spir-8870	35	39	 	 	SPACE
spir-8870	35	40	predict	predict	VERB
spir-8870	35	41	 	 	SPACE
spir-8870	35	42	strategic	strategic	ADJ
spir-8870	35	43	  	  	SPACE
spir-8870	35	44	messages	message	NOUN
spir-8870	35	45	 	 	SPACE
spir-8870	35	46	in	in	ADP
spir-8870	35	47	 	 	SPACE
spir-8870	35	48	the	the	DET
spir-8870	35	49	 	 	SPACE
spir-8870	35	50	presidential	presidential	ADJ
spir-8870	35	51	 	 	SPACE
spir-8870	35	52	campaign	campaign	NOUN
spir-8870	35	53	,	,	PUNCT
spir-8870	35	54	 	 	SPACE
spir-8870	35	55	with	with	ADP
spir-8870	35	56	 	 	SPACE
spir-8870	35	57	an	an	DET
spir-8870	35	58	 	 	SPACE
spir-8870	35	59	additional	additional	ADJ
spir-8870	35	60	 	 	SPACE
spir-8870	35	61	comparison	comparison	NOUN
spir-8870	35	62	 	 	SPACE
spir-8870	35	63	with	with	ADP
spir-8870	35	64	 	 	SPACE
spir-8870	35	65	human	human	ADJ
spir-8870	35	66	  	  	SPACE
spir-8870	35	67	annotation	annotation	NOUN
spir-8870	35	68	 	 	SPACE
spir-8870	35	69	to	to	PART
spir-8870	35	70	 	 	SPACE
spir-8870	35	71	ensure	ensure	VERB
spir-8870	35	72	 	 	SPACE
spir-8870	35	73	valid	valid	ADJ
spir-8870	35	74	 	 	SPACE
spir-8870	35	75	and	and	CCONJ
spir-8870	35	76	 	 	SPACE
spir-8870	35	77	reliably	reliably	ADV
spir-8870	35	78	 	 	SPACE
spir-8870	35	79	tagged	tag	VERB
spir-8870	35	80	 	 	SPACE
spir-8870	35	81	data	datum	NOUN
spir-8870	35	82	.	.	PUNCT
spir-8870	35	83	    	    	SPACE
spir-8870	36	1	we	we	PRON
spir-8870	36	2	 	 	SPACE
spir-8870	36	3	will	will	AUX
spir-8870	36	4	 	 	SPACE
spir-8870	36	5	use	use	VERB
spir-8870	36	6	 	 	SPACE
spir-8870	36	7	time-­series	time-­serie	NOUN
spir-8870	36	8	 	 	SPACE
spir-8870	36	9	analysis	analysis	NOUN
spir-8870	36	10	 	 	SPACE
spir-8870	36	11	to	to	PART
spir-8870	36	12	 	 	SPACE
spir-8870	36	13	examine	examine	VERB
spir-8870	36	14	 	 	SPACE
spir-8870	36	15	the	the	DET
spir-8870	36	16	 	 	SPACE
spir-8870	36	17	relationships	relationship	NOUN
spir-8870	36	18	 	 	SPACE
spir-8870	36	19	between	between	ADP
spir-8870	36	20	 	 	SPACE
spir-8870	36	21	strategic	strategic	ADJ
spir-8870	36	22	  	  	SPACE
spir-8870	36	23	message	message	NOUN
spir-8870	36	24	 	 	SPACE
spir-8870	36	25	types	type	NOUN
spir-8870	36	26	 	 	SPACE
spir-8870	36	27	and	and	CCONJ
spir-8870	36	28	 	 	SPACE
spir-8870	36	29	standing	stand	VERB
spir-8870	36	30	 	 	SPACE
spir-8870	36	31	in	in	ADP
spir-8870	36	32	 	 	SPACE
spir-8870	36	33	public	public	ADJ
spir-8870	36	34	 	 	SPACE
spir-8870	36	35	opinion	opinion	NOUN
spir-8870	36	36	 	 	SPACE
spir-8870	36	37	polls	poll	NOUN
spir-8870	36	38	.	.	PUNCT
spir-8870	36	39	    	    	SPACE
spir-8870	36	40	findings	finding	NOUN
spir-8870	36	41	 	 	SPACE
spir-8870	36	42	and	and	CCONJ
spir-8870	36	43	 	 	SPACE
spir-8870	36	44	implications	implication	NOUN
spir-8870	36	45	    	    	SPACE
spir-8870	36	46	because	because	SCONJ
spir-8870	36	47	 	 	SPACE
spir-8870	36	48	the	the	DET
spir-8870	36	49	 	 	SPACE
spir-8870	36	50	primary	primary	ADJ
spir-8870	36	51	 	 	SPACE
spir-8870	36	52	period	period	NOUN
spir-8870	36	53	 	 	SPACE
spir-8870	36	54	commenced	commence	VERB
spir-8870	36	55	 	 	SPACE
spir-8870	36	56	in	in	ADP
spir-8870	36	57	 	 	SPACE
spir-8870	36	58	late	late	ADJ
spir-8870	36	59	 	 	SPACE
spir-8870	36	60	february	february	PROPN
spir-8870	36	61	,	,	PUNCT
spir-8870	36	62	 	 	SPACE
spir-8870	36	63	2016	2016	NUM
spir-8870	36	64	,	,	PUNCT
spir-8870	36	65	 	 	SPACE
spir-8870	36	66	and	and	CCONJ
spir-8870	36	67	 	 	SPACE
spir-8870	36	68	has	have	AUX
spir-8870	36	69	 	 	SPACE
spir-8870	36	70	not	not	PART
spir-8870	36	71	 	 	SPACE
spir-8870	36	72	concluded	conclude	VERB
spir-8870	36	73	  	  	SPACE
spir-8870	36	74	yet	yet	ADV
spir-8870	36	75	,	,	PUNCT
spir-8870	36	76	 	 	SPACE
spir-8870	36	77	we	we	PRON
spir-8870	36	78	 	 	SPACE
spir-8870	36	79	are	be	AUX
spir-8870	36	80	 	 	SPACE
spir-8870	36	81	still	still	ADV
spir-8870	36	82	 	 	SPACE
spir-8870	36	83	collecting	collect	VERB
spir-8870	36	84	 	 	SPACE
spir-8870	36	85	data	datum	NOUN
spir-8870	36	86	.	.	PUNCT
spir-8870	36	87	 	 	SPACE
spir-8870	37	1	as	as	ADP
spir-8870	37	2	 	 	SPACE
spir-8870	37	3	such	such	ADJ
spir-8870	37	4	,	,	PUNCT
spir-8870	37	5	 	 	SPACE
spir-8870	37	6	we	we	PRON
spir-8870	37	7	 	 	SPACE
spir-8870	37	8	do	do	AUX
spir-8870	37	9	 	 	SPACE
spir-8870	37	10	not	not	PART
spir-8870	37	11	 	 	SPACE
spir-8870	37	12	have	have	VERB
spir-8870	37	13	 	 	SPACE
spir-8870	37	14	an	an	DET
spir-8870	37	15	 	 	SPACE
spir-8870	37	16	indication	indication	NOUN
spir-8870	37	17	 	 	SPACE
spir-8870	37	18	of	of	ADP
spir-8870	37	19	 	 	SPACE
spir-8870	37	20	the	the	DET
spir-8870	37	21	 	 	SPACE
spir-8870	37	22	results	result	NOUN
spir-8870	37	23	.	.	PUNCT
spir-8870	37	24	 	 	SPACE
spir-8870	38	1	the	the	DET
spir-8870	38	2	  	  	SPACE
spir-8870	38	3	results	result	NOUN
spir-8870	38	4	 	 	SPACE
spir-8870	38	5	of	of	ADP
spir-8870	38	6	 	 	SPACE
spir-8870	38	7	this	this	DET
spir-8870	38	8	 	 	SPACE
spir-8870	38	9	research	research	NOUN
spir-8870	38	10	 	 	SPACE
spir-8870	38	11	may	may	AUX
spir-8870	38	12	 	 	SPACE
spir-8870	38	13	provide	provide	VERB
spir-8870	38	14	 	 	SPACE
spir-8870	38	15	evidence	evidence	NOUN
spir-8870	38	16	 	 	SPACE
spir-8870	38	17	on	on	ADP
spir-8870	38	18	 	 	SPACE
spir-8870	38	19	the	the	DET
spir-8870	38	20	 	 	SPACE
spir-8870	38	21	relationship	relationship	NOUN
spir-8870	38	22	,	,	PUNCT
spir-8870	38	23	 	 	SPACE
spir-8870	38	24	if	if	SCONJ
spir-8870	38	25	 	 	SPACE
spir-8870	38	26	there	there	PRON
spir-8870	38	27	 	 	SPACE
spir-8870	38	28	is	be	AUX
spir-8870	38	29	 	 	SPACE
spir-8870	38	30	one	one	NUM
spir-8870	38	31	,	,	PUNCT
spir-8870	38	32	 	 	SPACE
spir-8870	38	33	between	between	ADP
spir-8870	38	34	  	  	SPACE
spir-8870	38	35	strategic	strategic	ADJ
spir-8870	38	36	 	 	SPACE
spir-8870	38	37	messaging	messaging	NOUN
spir-8870	38	38	 	 	SPACE
spir-8870	38	39	on	on	ADP
spir-8870	38	40	 	 	SPACE
spir-8870	38	41	social	social	ADJ
spir-8870	38	42	 	 	SPACE
spir-8870	38	43	media	medium	NOUN
spir-8870	38	44	 	 	SPACE
spir-8870	38	45	and	and	CCONJ
spir-8870	38	46	 	 	SPACE
spir-8870	38	47	candidate	candidate	NOUN
spir-8870	38	48	 	 	SPACE
spir-8870	38	49	standing	stand	VERB
spir-8870	38	50	 	 	SPACE
spir-8870	38	51	in	in	ADP
spir-8870	38	52	 	 	SPACE
spir-8870	38	53	the	the	DET
spir-8870	38	54	 	 	SPACE
spir-8870	38	55	polls	poll	NOUN
spir-8870	38	56	.	.	PUNCT
spir-8870	38	57	 	 	SPACE
spir-8870	39	1	understanding	understand	VERB
spir-8870	39	2	  	  	SPACE
spir-8870	39	3	the	the	DET
spir-8870	39	4	 	 	SPACE
spir-8870	39	5	dynamic	dynamic	NOUN
spir-8870	39	6	 	 	SPACE
spir-8870	39	7	between	between	ADP
spir-8870	39	8	 	 	SPACE
spir-8870	39	9	polls	poll	NOUN
spir-8870	39	10	 	 	SPACE
spir-8870	39	11	and	and	CCONJ
spir-8870	39	12	 	 	SPACE
spir-8870	39	13	strategic	strategic	ADJ
spir-8870	39	14	 	 	SPACE
spir-8870	39	15	messaging	messaging	NOUN
spir-8870	39	16	 	 	SPACE
spir-8870	39	17	would	would	AUX
spir-8870	39	18	 	 	SPACE
spir-8870	39	19	contribute	contribute	VERB
spir-8870	39	20	 	 	SPACE
spir-8870	39	21	to	to	ADP
spir-8870	39	22	 	 	SPACE
spir-8870	39	23	theories	theory	NOUN
spir-8870	39	24	 	 	SPACE
spir-8870	39	25	of	of	ADP
spir-8870	39	26	 	 	SPACE
spir-8870	39	27	digital	digital	ADJ
spir-8870	39	28	  	  	SPACE
spir-8870	39	29	campaigning	campaigning	NOUN
spir-8870	39	30	 	 	SPACE
spir-8870	39	31	and	and	CCONJ
spir-8870	39	32	 	 	SPACE
spir-8870	39	33	political	political	ADJ
spir-8870	39	34	 	 	SPACE
spir-8870	39	35	communication	communication	NOUN
spir-8870	39	36	,	,	PUNCT
spir-8870	39	37	 	 	SPACE
spir-8870	39	38	and	and	CCONJ
spir-8870	39	39	 	 	SPACE
spir-8870	39	40	may	may	AUX
spir-8870	39	41	 	 	SPACE
spir-8870	39	42	support	support	VERB
spir-8870	39	43	 	 	SPACE
spir-8870	39	44	prior	prior	ADV
spir-8870	39	45	 	 	SPACE
spir-8870	39	46	research	research	NOUN
spir-8870	39	47	 	 	SPACE
spir-8870	39	48	that	that	PRON
spir-8870	39	49	 	 	SPACE
spir-8870	39	50	suggests	suggest	VERB
spir-8870	39	51	  	  	SPACE
spir-8870	39	52	that	that	SCONJ
spir-8870	39	53	  	  	SPACE
spir-8870	39	54	presidential	presidential	ADJ
spir-8870	39	55	  	  	SPACE
spir-8870	39	56	campaign	campaign	NOUN
spir-8870	39	57	 	 	SPACE
spir-8870	39	58	messaging	messaging	NOUN
spir-8870	39	59	  	  	SPACE
spir-8870	39	60	is	be	AUX
spir-8870	39	61	  	  	SPACE
spir-8870	39	62	dynamic	dynamic	ADJ
spir-8870	39	63	  	  	SPACE
spir-8870	39	64	and	and	CCONJ
spir-8870	39	65	  	  	SPACE
spir-8870	39	66	is	be	AUX
spir-8870	39	67	  	  	SPACE
spir-8870	39	68	shaped	shape	VERB
spir-8870	39	69	  	  	SPACE
spir-8870	39	70	by	by	ADP
spir-8870	39	71	  	  	SPACE
spir-8870	39	72	the	the	DET
spir-8870	39	73	  	  	SPACE
spir-8870	39	74	larger	large	ADJ
spir-8870	39	75	 	 	SPACE
spir-8870	39	76	media	media	NOUN
spir-8870	39	77	  	  	SPACE
spir-8870	39	78	environment	environment	NOUN
spir-8870	39	79	 	 	SPACE
spir-8870	39	80	(	(	PUNCT
spir-8870	39	81	denton	denton	PROPN
spir-8870	39	82	,	,	PUNCT
spir-8870	39	83	 	 	SPACE
spir-8870	39	84	1998	1998	NUM
spir-8870	39	85	)	)	PUNCT
spir-8870	39	86	.	.	PUNCT
spir-8870	39	87	 	 	SPACE
spir-8870	40	1	finally	finally	ADV
spir-8870	40	2	,	,	PUNCT
spir-8870	40	3	 	 	SPACE
spir-8870	40	4	the	the	DET
spir-8870	40	5	 	 	SPACE
spir-8870	40	6	results	result	NOUN
spir-8870	40	7	,	,	PUNCT
spir-8870	40	8	 	 	SPACE
spir-8870	40	9	may	may	AUX
spir-8870	40	10	 	 	SPACE
spir-8870	40	11	provide	provide	VERB
spir-8870	40	12	 	 	SPACE
spir-8870	40	13	caution	caution	NOUN
spir-8870	40	14	 	 	SPACE
spir-8870	40	15	to	to	ADP
spir-8870	40	16	 	 	SPACE
spir-8870	40	17	researchers	researcher	NOUN
spir-8870	40	18	 	 	SPACE
spir-8870	40	19	who	who	PRON
spir-8870	40	20	  	  	SPACE
spir-8870	40	21	aggregate	aggregate	VERB
spir-8870	40	22	  	  	SPACE
spir-8870	40	23	campaign	campaign	NOUN
spir-8870	40	24	  	  	SPACE
spir-8870	40	25	social	social	ADJ
spir-8870	40	26	  	  	SPACE
spir-8870	40	27	media	medium	NOUN
spir-8870	40	28	 	 	SPACE
spir-8870	40	29	messages	message	NOUN
spir-8870	40	30	  	  	SPACE
spir-8870	40	31	using	use	VERB
spir-8870	40	32	  	  	SPACE
spir-8870	40	33	big	big	ADJ
spir-8870	40	34	  	  	SPACE
spir-8870	40	35	data	datum	NOUN
spir-8870	40	36	  	  	SPACE
spir-8870	40	37	analytics	analytic	NOUN
spir-8870	40	38	  	  	SPACE
spir-8870	40	39	into	into	ADP
spir-8870	40	40	  	  	SPACE
spir-8870	40	41	categories	category	NOUN
spir-8870	40	42	  	  	SPACE
spir-8870	40	43	without	without	ADP
spir-8870	40	44	  	  	SPACE
spir-8870	40	45	factoring	factoring	NOUN
spir-8870	40	46	  	  	SPACE
spir-8870	40	47	in	in	ADP
spir-8870	40	48	  	  	SPACE
spir-8870	40	49	the	the	DET
spir-8870	40	50	  	  	SPACE
spir-8870	40	51	role	role	NOUN
spir-8870	40	52	 	 	SPACE
spir-8870	40	53	of	of	ADP
spir-8870	40	54	  	  	SPACE
spir-8870	40	55	time	time	NOUN
spir-8870	40	56	 	 	SPACE
spir-8870	40	57	and	and	CCONJ
spir-8870	40	58	  	  	SPACE
spir-8870	40	59	the	the	DET
spir-8870	40	60	 	 	SPACE
spir-8870	40	61	external	external	ADJ
spir-8870	40	62	  	  	SPACE
spir-8870	40	63	factors	factor	NOUN
spir-8870	40	64	,	,	PUNCT
spir-8870	40	65	 	 	SPACE
spir-8870	40	66	such	such	ADJ
spir-8870	40	67	 	 	SPACE
spir-8870	40	68	as	as	ADP
spir-8870	40	69	 	 	SPACE
spir-8870	40	70	polling	polling	NOUN
spir-8870	40	71	 	 	SPACE
spir-8870	40	72	data	datum	NOUN
spir-8870	40	73	  	  	SPACE
spir-8870	40	74	that	that	DET
spir-8870	40	75	  	  	SPACE
spir-8870	40	76	shape	shape	NOUN
spir-8870	40	77	 	 	SPACE
spir-8870	40	78	strategic	strategic	ADJ
spir-8870	40	79	 	 	SPACE
spir-8870	40	80	messaging	messaging	NOUN
spir-8870	40	81	 	 	SPACE
spir-8870	40	82	in	in	ADP
spir-8870	40	83	 	 	SPACE
spir-8870	40	84	social	social	ADJ
spir-8870	40	85	 	 	SPACE
spir-8870	40	86	media	medium	NOUN
spir-8870	40	87	.	.	PUNCT
spir-8870	40	88	      	      	SPACE
spir-8870	41	1	references	reference	NOUN
spir-8870	41	2	    	    	SPACE
spir-8870	41	3	buell	buell	PROPN
spir-8870	41	4	,	,	PUNCT
spir-8870	41	5	 	 	SPACE
spir-8870	41	6	e.	e.	PROPN
spir-8870	41	7	 	 	SPACE
spir-8870	41	8	h.	h.	PROPN
spir-8870	41	9	,	,	PUNCT
spir-8870	41	10	 	 	SPACE
spir-8870	41	11	&	&	CCONJ
spir-8870	41	12	 	 	SPACE
spir-8870	41	13	sigelman	sigelman	NOUN
spir-8870	41	14	,	,	PUNCT
spir-8870	41	15	 	 	SPACE
spir-8870	41	16	l.	l.	PROPN
spir-8870	41	17	 	 	SPACE
spir-8870	41	18	(	(	PUNCT
spir-8870	41	19	2008	2008	NUM
spir-8870	41	20	)	)	PUNCT
spir-8870	41	21	.	.	PUNCT
spir-8870	41	22	 	 	SPACE
spir-8870	42	1	attack	attack	NOUN
spir-8870	42	2	 	 	SPACE
spir-8870	42	3	politics	politic	NOUN
spir-8870	42	4	:	:	PUNCT
spir-8870	42	5	 	 	SPACE
spir-8870	42	6	negativity	negativity	NOUN
spir-8870	42	7	 	 	SPACE
spir-8870	42	8	in	in	ADP
spir-8870	42	9	 	 	SPACE
spir-8870	42	10	presidential	presidential	ADJ
spir-8870	42	11	 	 	SPACE
spir-8870	42	12	campaigns	campaign	NOUN
spir-8870	42	13	  	  	SPACE
spir-8870	42	14	since	since	SCONJ
spir-8870	42	15	 	 	SPACE
spir-8870	42	16	1960	1960	NUM
spir-8870	42	17	.	.	PUNCT
spir-8870	42	18	 	 	SPACE
spir-8870	43	1	univ	univ	PROPN
spir-8870	43	2	 	 	SPACE
spir-8870	43	3	pr	pr	NOUN
spir-8870	43	4	 	 	SPACE
spir-8870	43	5	of	of	ADP
spir-8870	43	6	 	 	SPACE
spir-8870	43	7	kansas	kansas	PROPN
spir-8870	43	8	.	.	PUNCT
spir-8870	43	9	  	  	SPACE
spir-8870	44	1	denton	denton	PROPN
spir-8870	44	2	,	,	PUNCT
spir-8870	44	3	 	 	SPACE
spir-8870	44	4	r.e	r.e	PROPN
spir-8870	44	5	.	.	PROPN
spir-8870	44	6	 	 	SPACE
spir-8870	44	7	(	(	PUNCT
spir-8870	44	8	1998	1998	NUM
spir-8870	44	9	)	)	PUNCT
spir-8870	44	10	.	.	PUNCT
spir-8870	44	11	 	 	SPACE
spir-8870	45	1	communication	communication	NOUN
spir-8870	45	2	 	 	SPACE
spir-8870	45	3	variables	variable	NOUN
spir-8870	45	4	 	 	SPACE
spir-8870	45	5	and	and	CCONJ
spir-8870	45	6	 	 	SPACE
spir-8870	45	7	dynamics	dynamic	NOUN
spir-8870	45	8	 	 	SPACE
spir-8870	45	9	of	of	ADP
spir-8870	45	10	 	 	SPACE
spir-8870	45	11	the	the	DET
spir-8870	45	12	 	 	SPACE
spir-8870	45	13	1996	1996	NUM
spir-8870	45	14	 	 	SPACE
spir-8870	45	15	presidential	presidential	ADJ
spir-8870	45	16	  	  	SPACE
spir-8870	45	17	campaign	campaign	NOUN
spir-8870	45	18	.	.	PUNCT
spir-8870	45	19	 	 	SPACE
spir-8870	46	1	in	in	ADP
spir-8870	46	2	 	 	SPACE
spir-8870	46	3	r.	r.	PROPN
spir-8870	46	4	 	 	SPACE
spir-8870	46	5	e.	e.	PROPN
spir-8870	46	6	 	 	SPACE
spir-8870	46	7	denton	denton	PROPN
spir-8870	46	8	 	 	SPACE
spir-8870	46	9	(	(	PUNCT
spir-8870	46	10	eds	ed	NOUN
spir-8870	46	11	.	.	PUNCT
spir-8870	46	12	)	)	PUNCT
spir-8870	46	13	,	,	PUNCT
spir-8870	46	14	 	 	SPACE
spir-8870	46	15	the	the	DET
spir-8870	46	16	 	 	SPACE
spir-8870	46	17	1996	1996	NUM
spir-8870	46	18	 	 	SPACE
spir-8870	46	19	presidential	presidential	ADJ
spir-8870	46	20	 	 	SPACE
spir-8870	46	21	campaign	campaign	NOUN
spir-8870	46	22	:	:	PUNCT
spir-8870	46	23	 	 	SPACE
spir-8870	46	24	a	a	DET
spir-8870	46	25	  	  	SPACE
spir-8870	46	26	communication	communication	NOUN
spir-8870	46	27	 	 	SPACE
spir-8870	46	28	perspective	perspective	NOUN
spir-8870	46	29	 	 	SPACE
spir-8870	46	30	(	(	PUNCT
spir-8870	46	31	pp	pp	ADJ
spir-8870	46	32	.	.	PUNCT
spir-8870	46	33	 	 	SPACE
spir-8870	46	34	1-­50	1-­50	NUM
spir-8870	46	35	)	)	PUNCT
spir-8870	46	36	.	.	PUNCT
spir-8870	46	37	 	 	SPACE
spir-8870	47	1	westport	westport	PROPN
spir-8870	47	2	,	,	PUNCT
spir-8870	47	3	 	 	SPACE
spir-8870	47	4	ct	ct	PROPN
spir-8870	47	5	:	:	PUNCT
spir-8870	47	6	 	 	SPACE
spir-8870	47	7	praeger	praeger	NOUN
spir-8870	47	8	.	.	PUNCT
spir-8870	47	9	    	    	SPACE
spir-8870	48	1	druckman	druckman	NOUN
spir-8870	48	2	,	,	PUNCT
spir-8870	48	3	 	 	SPACE
spir-8870	48	4	j.	j.	PROPN
spir-8870	48	5	 	 	SPACE
spir-8870	48	6	n.	n.	PROPN
spir-8870	48	7	,	,	PUNCT
spir-8870	48	8	 	 	SPACE
spir-8870	48	9	kifer	kifer	VERB
spir-8870	48	10	,	,	PUNCT
spir-8870	48	11	 	 	SPACE
spir-8870	48	12	m.	m.	NOUN
spir-8870	48	13	 	 	SPACE
spir-8870	48	14	j.	j.	PROPN
spir-8870	48	15	,	,	PUNCT
spir-8870	48	16	 	 	SPACE
spir-8870	48	17	&	&	CCONJ
spir-8870	48	18	 	 	SPACE
spir-8870	48	19	parkin	parkin	NOUN
spir-8870	48	20	,	,	PUNCT
spir-8870	48	21	 	 	SPACE
spir-8870	48	22	m.	m.	NOUN
spir-8870	48	23	 	 	SPACE
spir-8870	48	24	(	(	PUNCT
spir-8870	48	25	2009	2009	NUM
spir-8870	48	26	)	)	PUNCT
spir-8870	48	27	.	.	PUNCT
spir-8870	48	28	 	 	SPACE
spir-8870	49	1	campaign	campaign	NOUN
spir-8870	49	2	 	 	SPACE
spir-8870	49	3	communications	communication	NOUN
spir-8870	49	4	 	 	SPACE
spir-8870	49	5	in	in	ADP
spir-8870	49	6	 	 	SPACE
spir-8870	49	7	us	we	PRON
spir-8870	49	8	  	  	SPACE
spir-8870	49	9	congressional	congressional	ADJ
spir-8870	49	10	 	 	SPACE
spir-8870	49	11	elections	election	NOUN
spir-8870	49	12	.	.	PUNCT
spir-8870	49	13	 	 	SPACE
spir-8870	50	1	american	american	ADJ
spir-8870	50	2	 	 	SPACE
spir-8870	50	3	political	political	ADJ
spir-8870	50	4	 	 	SPACE
spir-8870	50	5	science	science	NOUN
spir-8870	50	6	 	 	SPACE
spir-8870	50	7	review	review	NOUN
spir-8870	50	8	,	,	PUNCT
spir-8870	50	9	 	 	SPACE
spir-8870	50	10	103(03	103(03	NUM
spir-8870	50	11	)	)	PUNCT
spir-8870	50	12	,	,	PUNCT
spir-8870	50	13	 	 	SPACE
spir-8870	50	14	343–366	343–366	NUM
spir-8870	50	15	.	.	PUNCT
spir-8870	50	16	  	  	SPACE
spir-8870	51	1	gottfried	gottfried	PROPN
spir-8870	51	2	,	,	PUNCT
spir-8870	51	3	 	 	SPACE
spir-8870	51	4	j.	j.	PROPN
spir-8870	51	5	,	,	PUNCT
spir-8870	51	6	 	 	SPACE
spir-8870	51	7	barthel	barthel	PROPN
spir-8870	51	8	,	,	PUNCT
spir-8870	51	9	 	 	SPACE
spir-8870	51	10	m.	m.	NOUN
spir-8870	51	11	,	,	PUNCT
spir-8870	51	12	 	 	SPACE
spir-8870	51	13	shearer	shearer	NOUN
spir-8870	51	14	,	,	PUNCT
spir-8870	51	15	 	 	SPACE
spir-8870	51	16	e.	e.	PROPN
spir-8870	51	17	,	,	PUNCT
spir-8870	51	18	 	 	SPACE
spir-8870	51	19	&	&	CCONJ
spir-8870	51	20	 	 	SPACE
spir-8870	51	21	mitchell	mitchell	PROPN
spir-8870	51	22	,	,	PUNCT
spir-8870	51	23	 	 	SPACE
spir-8870	51	24	a.	a.	NOUN
spir-8870	51	25	 	 	SPACE
spir-8870	51	26	(	(	PUNCT
spir-8870	51	27	2016	2016	NUM
spir-8870	51	28	,	,	PUNCT
spir-8870	51	29	 	 	SPACE
spir-8870	51	30	feb	feb	PROPN
spir-8870	51	31	.	.	PUNCT
spir-8870	51	32	 	 	SPACE
spir-8870	51	33	4	4	NUM
spir-8870	51	34	)	)	PUNCT
spir-8870	51	35	.	.	PUNCT
spir-8870	51	36	 	 	SPACE
spir-8870	52	1	the	the	DET
spir-8870	52	2	 	 	SPACE
spir-8870	52	3	2016	2016	NUM
spir-8870	52	4	  	  	SPACE
spir-8870	52	5	presidential	presidential	ADJ
spir-8870	52	6	 	 	SPACE
spir-8870	52	7	campaign	campaign	NOUN
spir-8870	52	8	 	 	SPACE
spir-8870	52	9	–	–	PUNCT
spir-8870	52	10	 	 	SPACE
spir-8870	52	11	a	a	DET
spir-8870	52	12	 	 	SPACE
spir-8870	52	13	news	news	NOUN
spir-8870	52	14	 	 	SPACE
spir-8870	52	15	event	event	NOUN
spir-8870	52	16	 	 	SPACE
spir-8870	52	17	that	that	PRON
spir-8870	52	18	’s	’	VERB
spir-8870	52	19	 	 	SPACE
spir-8870	52	20	hard	hard	ADJ
spir-8870	52	21	 	 	SPACE
spir-8870	52	22	to	to	PART
spir-8870	52	23	 	 	SPACE
spir-8870	52	24	miss	miss	VERB
spir-8870	52	25	.	.	PUNCT
spir-8870	52	26	 	 	SPACE
spir-8870	52	27	pew	pew	NOUN
spir-8870	52	28	 	 	SPACE
spir-8870	52	29	research	research	NOUN
spir-8870	52	30	 	 	SPACE
spir-8870	52	31	center	center	NOUN
spir-8870	52	32	.	.	PUNCT
spir-8870	52	33	  	  	SPACE
spir-8870	52	34	retrieved	retrieve	VERB
spir-8870	52	35	,	,	PUNCT
spir-8870	52	36	 	 	SPACE
spir-8870	52	37	march	march	NOUN
spir-8870	52	38	 	 	SPACE
spir-8870	52	39	1	1	NUM
spir-8870	52	40	,	,	PUNCT
spir-8870	52	41	 	 	SPACE
spir-8870	52	42	2016	2016	NUM
spir-8870	52	43	 	 	SPACE
spir-8870	52	44	from	from	ADP
spir-8870	52	45	 	 	SPACE
spir-8870	52	46	http://www.journalism.org/2016/02/04/the-­2016-­	http://www.journalism.org/2016/02/04/the-­2016-­	NOUN
spir-8870	52	47	presidential-­campaign-­a-­news-­event-­thats-­hard-­to-­miss/.	presidential-­campaign-­a-­news-­event-­thats-­hard-­to-­miss/.	NOUN
spir-8870	52	48	  	  	SPACE
spir-8870	52	49	hassell	hassell	PROPN
spir-8870	52	50	,	,	PUNCT
spir-8870	52	51	 	 	SPACE
spir-8870	52	52	h.	h.	PROPN
spir-8870	52	53	 	 	SPACE
spir-8870	52	54	j.	j.	PROPN
spir-8870	52	55	,	,	PUNCT
spir-8870	52	56	 	 	SPACE
spir-8870	52	57	&	&	CCONJ
spir-8870	52	58	 	 	SPACE
spir-8870	52	59	oeltjenbruns	oeltjenbrun	NOUN
spir-8870	52	60	,	,	PUNCT
spir-8870	52	61	 	 	SPACE
spir-8870	52	62	k.	k.	PROPN
spir-8870	52	63	 	 	SPACE
spir-8870	53	1	r.	r.	PROPN
spir-8870	53	2	 	 	SPACE
spir-8870	53	3	(	(	PUNCT
spir-8870	53	4	n.d	n.d	PROPN
spir-8870	53	5	.	.	PROPN
spir-8870	53	6	)	)	PUNCT
spir-8870	53	7	.	.	PUNCT
spir-8870	53	8	 	 	SPACE
spir-8870	54	1	when	when	SCONJ
spir-8870	54	2	 	 	SPACE
spir-8870	54	3	to	to	PART
spir-8870	54	4	 	 	SPACE
spir-8870	54	5	attack	attack	VERB
spir-8870	54	6	:	:	PUNCT
spir-8870	54	7	 	 	SPACE
spir-8870	54	8	the	the	DET
spir-8870	54	9	 	 	SPACE
spir-8870	54	10	trajectory	trajectory	NOUN
spir-8870	54	11	 	 	SPACE
spir-8870	54	12	of	of	ADP
spir-8870	54	13	  	  	SPACE
spir-8870	54	14	congressional	congressional	ADJ
spir-8870	54	15	 	 	SPACE
spir-8870	54	16	campaign	campaign	NOUN
spir-8870	54	17	 	 	SPACE
spir-8870	54	18	negativity	negativity	NOUN
spir-8870	54	19	.	.	PUNCT
spir-8870	54	20	  	  	SPACE
spir-8870	55	1	jamieson	jamieson	PROPN
spir-8870	55	2	,	,	PUNCT
spir-8870	55	3	 	 	SPACE
spir-8870	55	4	k.	k.	PROPN
spir-8870	55	5	 	 	SPACE
spir-8870	55	6	h.	h.	PROPN
spir-8870	55	7	 	 	SPACE
spir-8870	55	8	(	(	PUNCT
spir-8870	55	9	1992	1992	NUM
spir-8870	55	10	)	)	PUNCT
spir-8870	55	11	.	.	PUNCT
spir-8870	55	12	 	 	SPACE
spir-8870	56	1	dirty	dirty	ADJ
spir-8870	56	2	 	 	SPACE
spir-8870	56	3	politics	politic	NOUN
spir-8870	56	4	.	.	PUNCT
spir-8870	56	5	 	 	SPACE
spir-8870	57	1	deception	deception	NOUN
spir-8870	57	2	,	,	PUNCT
spir-8870	57	3	 	 	SPACE
spir-8870	57	4	distraction	distraction	NOUN
spir-8870	57	5	,	,	PUNCT
spir-8870	57	6	 	 	SPACE
spir-8870	57	7	and	and	CCONJ
spir-8870	57	8	 	 	SPACE
spir-8870	57	9	democracy	democracy	NOUN
spir-8870	57	10	.	.	PUNCT
spir-8870	57	11	 	 	SPACE
spir-8870	58	1	new	new	ADJ
spir-8870	58	2	  	  	SPACE
spir-8870	58	3	york	york	PROPN
spir-8870	58	4	.	.	PUNCT
spir-8870	58	5	  	  	SPACE
spir-8870	59	1	krippendorff	krippendorff	NOUN
spir-8870	59	2	,	,	PUNCT
spir-8870	59	3	 	 	SPACE
spir-8870	59	4	k.	k.	PROPN
spir-8870	59	5	 	 	SPACE
spir-8870	59	6	h.	h.	PROPN
spir-8870	59	7	 	 	SPACE
spir-8870	59	8	(	(	PUNCT
spir-8870	59	9	2003	2003	NUM
spir-8870	59	10	)	)	PUNCT
spir-8870	59	11	.	.	PUNCT
spir-8870	59	12	 	 	SPACE
spir-8870	60	1	content	content	NOUN
spir-8870	60	2	 	 	SPACE
spir-8870	60	3	analysis	analysis	NOUN
spir-8870	60	4	:	:	PUNCT
spir-8870	60	5	 	 	SPACE
spir-8870	60	6	an	an	DET
spir-8870	60	7	 	 	SPACE
spir-8870	60	8	introduction	introduction	NOUN
spir-8870	60	9	 	 	SPACE
spir-8870	60	10	to	to	ADP
spir-8870	60	11	 	 	SPACE
spir-8870	60	12	its	its	PRON
spir-8870	60	13	 	 	SPACE
spir-8870	60	14	methodology	methodology	NOUN
spir-8870	60	15	 	 	SPACE
spir-8870	60	16	(	(	PUNCT
spir-8870	60	17	2nd	2nd	ADJ
spir-8870	60	18	.	.	PUNCT
spir-8870	60	19	  	  	SPACE
spir-8870	61	1	ed	ed	NOUN
spir-8870	61	2	.	.	PUNCT
spir-8870	61	3	)	)	PUNCT
spir-8870	61	4	.	.	PUNCT
spir-8870	61	5	 	 	SPACE
spir-8870	62	1	thousand	thousand	NUM
spir-8870	62	2	 	 	SPACE
spir-8870	62	3	oaks	oak	NOUN
spir-8870	62	4	,	,	PUNCT
spir-8870	62	5	 	 	SPACE
spir-8870	62	6	ca	can	AUX
spir-8870	62	7	:	:	PUNCT
spir-8870	62	8	 	 	SPACE
spir-8870	62	9	sage	sage	NOUN
spir-8870	62	10	.	.	PUNCT
spir-8870	62	11	  	  	SPACE
spir-8870	62	12	krupnikov	krupnikov	PROPN
spir-8870	62	13	,	,	PUNCT
spir-8870	62	14	 	 	SPACE
spir-8870	62	15	y.	y.	NOUN
spir-8870	62	16	,	,	PUNCT
spir-8870	62	17	 	 	SPACE
spir-8870	62	18	&	&	CCONJ
spir-8870	62	19	 	 	SPACE
spir-8870	62	20	easter	easter	PROPN
spir-8870	62	21	,	,	PUNCT
spir-8870	62	22	 	 	SPACE
spir-8870	62	23	b.	b.	PROPN
spir-8870	62	24	 	 	SPACE
spir-8870	62	25	c.	c.	PROPN
spir-8870	62	26	 	 	SPACE
spir-8870	62	27	(	(	PUNCT
spir-8870	62	28	2013	2013	NUM
spir-8870	62	29	)	)	PUNCT
spir-8870	62	30	.	.	PUNCT
spir-8870	62	31	 	 	SPACE
spir-8870	63	1	negative	negative	ADJ
spir-8870	63	2	 	 	SPACE
spir-8870	63	3	campaigns	campaign	NOUN
spir-8870	63	4	.	.	PUNCT
spir-8870	63	5	 	 	SPACE
spir-8870	64	1	new	new	ADJ
spir-8870	64	2	 	 	SPACE
spir-8870	64	3	directions	direction	NOUN
spir-8870	64	4	 	 	SPACE
spir-8870	64	5	in	in	ADP
spir-8870	64	6	 	 	SPACE
spir-8870	64	7	media	medium	NOUN
spir-8870	64	8	  	  	SPACE
spir-8870	64	9	and	and	CCONJ
spir-8870	64	10	 	 	SPACE
spir-8870	64	11	politics	politic	NOUN
spir-8870	64	12	,	,	PUNCT
spir-8870	64	13	 	 	SPACE
spir-8870	64	14	100	100	NUM
spir-8870	64	15	.	.	PUNCT
spir-8870	64	16	  	  	SPACE
spir-8870	64	17	lau	lau	PROPN
spir-8870	64	18	,	,	PUNCT
spir-8870	64	19	 	 	SPACE
spir-8870	64	20	r.	r.	PROPN
spir-8870	64	21	 	 	SPACE
spir-8870	64	22	r.	r.	PROPN
spir-8870	64	23	,	,	PUNCT
spir-8870	64	24	 	 	SPACE
spir-8870	64	25	&	&	CCONJ
spir-8870	64	26	 	 	SPACE
spir-8870	64	27	pomper	pomper	NOUN
spir-8870	64	28	,	,	PUNCT
spir-8870	64	29	 	 	SPACE
spir-8870	64	30	g.	g.	NOUN
spir-8870	64	31	 	 	SPACE
spir-8870	64	32	m.	m.	NOUN
spir-8870	64	33	 	 	SPACE
spir-8870	64	34	(	(	PUNCT
spir-8870	64	35	2004	2004	NUM
spir-8870	64	36	)	)	PUNCT
spir-8870	64	37	.	.	PUNCT
spir-8870	64	38	 	 	SPACE
spir-8870	65	1	negative	negative	ADJ
spir-8870	65	2	 	 	SPACE
spir-8870	65	3	campaigning	campaigning	NOUN
spir-8870	65	4	:	:	PUNCT
spir-8870	65	5	 	 	SPACE
spir-8870	65	6	an	an	DET
spir-8870	65	7	 	 	SPACE
spir-8870	65	8	analysis	analysis	NOUN
spir-8870	65	9	 	 	SPACE
spir-8870	65	10	of	of	ADP
spir-8870	65	11	 	 	SPACE
spir-8870	65	12	us	us	PROPN
spir-8870	65	13	 	 	SPACE
spir-8870	65	14	senate	senate	PROPN
spir-8870	65	15	  	  	SPACE
spir-8870	65	16	elections	election	NOUN
spir-8870	65	17	.	.	PUNCT
spir-8870	65	18	 	 	SPACE
spir-8870	66	1	rowman	rowman	PROPN
spir-8870	66	2	 	 	SPACE
spir-8870	66	3	&	&	CCONJ
spir-8870	66	4	 	 	SPACE
spir-8870	66	5	littlefield	littlefield	PROPN
spir-8870	66	6	.	.	PUNCT
spir-8870	66	7	  	  	SPACE
spir-8870	67	1	obama	obama	PROPN
spir-8870	67	2	 	 	SPACE
spir-8870	67	3	legacy	legacy	NOUN
spir-8870	67	4	 	 	SPACE
spir-8870	67	5	report	report	NOUN
spir-8870	67	6	.	.	PUNCT
spir-8870	67	7	 	 	SPACE
spir-8870	68	1	(	(	PUNCT
spir-8870	68	2	n.d	n.d	PROPN
spir-8870	68	3	.	.	PROPN
spir-8870	68	4	)	)	PUNCT
spir-8870	68	5	.	.	PUNCT
spir-8870	68	6	 	 	SPACE
spir-8870	69	1	retrieved	retrieve	VERB
spir-8870	69	2	 	 	SPACE
spir-8870	69	3	february	february	PROPN
spir-8870	69	4	 	 	SPACE
spir-8870	69	5	28	28	NUM
spir-8870	69	6	,	,	PUNCT
spir-8870	69	7	 	 	SPACE
spir-8870	69	8	2013	2013	NUM
spir-8870	69	9	 	 	SPACE
spir-8870	69	10	from	from	ADP
spir-8870	69	11	  	  	SPACE
spir-8870	69	12	http://secure.assets.bostatic.com/frontend/projects/legacy/legacy-­report.pdf	http://secure.assets.bostatic.com/frontend/projects/legacy/legacy-­report.pdf	NOUN
spir-8870	69	13	.	.	PUNCT
spir-8870	69	14	    	    	SPACE
spir-8870	70	1	tables	table	VERB
spir-8870	70	2	  	  	SPACE
spir-8870	70	3	strategic	strategic	ADJ
spir-8870	70	4	messages	message	NOUN
spir-8870	70	5	sub	sub	ADJ
spir-8870	70	6	-	-	ADJ
spir-8870	70	7	category	category	ADJ
spir-8870	70	8	precision	precision	NOUN
spir-8870	70	9	recall	recall	NOUN
spir-8870	70	10	f1	f1	PROPN
spir-8870	70	11	no	no	INTJ
spir-8870	70	12	.	.	PUNCT
spir-8870	71	1	of	of	ADP
spir-8870	71	2	messages	message	NOUN
spir-8870	71	3	advocacy	advocacy	NOUN
spir-8870	71	4	0.85	0.85	NUM
spir-8870	71	5	0.79	0.79	NUM
spir-8870	71	6	0.82	0.82	NUM
spir-8870	71	7	958	958	NUM
spir-8870	71	8	attack	attack	NOUN
spir-8870	71	9	0.63	0.63	NUM
spir-8870	71	10	0.72	0.72	NUM
spir-8870	71	11	0.67	0.67	NUM
spir-8870	71	12	480	480	NUM
spir-8870	71	13	micro	micro	NOUN
spir-8870	71	14	-	-	NOUN
spir-8870	71	15	average	average	ADJ
spir-8870	71	16	0.77	0.77	NUM
spir-8870	71	17	0.76	0.76	NUM
spir-8870	71	18	0.77	0.77	NUM
spir-8870	71	19	1438	1438	NUM
spir-8870	71	20	table	table	NOUN
spir-8870	71	21	1	1	NUM
spir-8870	71	22	:	:	PUNCT
spir-8870	71	23	machine	machine	NOUN
spir-8870	71	24	prediction	prediction	NOUN
spir-8870	71	25	performance	performance	NOUN
spir-8870	71	26	for	for	ADP
spir-8870	71	27	strategic	strategic	ADJ
spir-8870	71	28	messages	message	NOUN
spir-8870	71	29	in	in	ADP
spir-8870	71	30	tweeter	tweeter	ADJ
spir-8870	71	31	strategic	strategic	ADJ
spir-8870	71	32	messages	message	NOUN
spir-8870	71	33	sub	sub	ADJ
spir-8870	71	34	-	-	ADJ
spir-8870	71	35	category	category	ADJ
spir-8870	71	36	precision	precision	NOUN
spir-8870	71	37	recall	recall	NOUN
spir-8870	71	38	f1	f1	PROPN
spir-8870	71	39	no	no	INTJ
spir-8870	71	40	.	.	PUNCT
spir-8870	72	1	of	of	ADP
spir-8870	72	2	messages	message	NOUN
spir-8870	72	3	advocacy	advocacy	NOUN
spir-8870	72	4	0.85	0.85	NUM
spir-8870	72	5	0.89	0.89	NUM
spir-8870	72	6	0.87	0.87	NUM
spir-8870	72	7	537	537	NUM
spir-8870	72	8	attack	attack	NOUN
spir-8870	72	9	0.80	0.80	NUM
spir-8870	72	10	0.73	0.73	NUM
spir-8870	72	11	0.77	0.77	NUM
spir-8870	72	12	319	319	NUM
spir-8870	72	13	micro	micro	NOUN
spir-8870	72	14	-	-	NOUN
spir-8870	72	15	average	average	ADJ
spir-8870	72	16	0.83	0.83	NUM
spir-8870	72	17	0.83	0.83	NUM
spir-8870	72	18	0.83	0.83	NUM
spir-8870	72	19	856	856	NUM
spir-8870	72	20	table	table	NOUN
spir-8870	72	21	2	2	NUM
spir-8870	72	22	:	:	PUNCT
spir-8870	72	23	machine	machine	NOUN
spir-8870	72	24	prediction	prediction	NOUN
spir-8870	72	25	performance	performance	NOUN
spir-8870	72	26	for	for	ADP
spir-8870	72	27	strategic	strategic	ADJ
spir-8870	72	28	messages	message	NOUN
spir-8870	72	29	in	in	ADP
spir-8870	72	30	facebook	facebook	NOUN