id	sid	tid	token	lemma	pos
spir-9084	1	1	twitteraoir2013	twitteraoir2013	ADJ
spir-9084	1	2	-	-	ADJ
spir-9084	1	3	final	final	ADJ
spir-9084	1	4	twitter	twitter	NOUN
spir-9084	1	5	 	 	SPACE
spir-9084	1	6	in	in	ADP
spir-9084	1	7	 	 	SPACE
spir-9084	1	8	the	the	DET
spir-9084	1	9	 	 	SPACE
spir-9084	1	10	context	context	NOUN
spir-9084	1	11	 	 	SPACE
spir-9084	1	12	of	of	ADP
spir-9084	1	13	 	 	SPACE
spir-9084	1	14	the	the	DET
spir-9084	1	15	 	 	SPACE
spir-9084	1	16	arab	arab	ADJ
spir-9084	1	17	 	 	SPACE
spir-9084	1	18	spring	spring	NOUN
spir-9084	1	19	    	    	SPACE
spir-9084	1	20	1	1	NUM
spir-9084	1	21	  	  	SPACE
spir-9084	1	22	twitter	twitter	NOUN
spir-9084	1	23	in	in	ADP
spir-9084	1	24	the	the	DET
spir-9084	1	25	context	context	NOUN
spir-9084	1	26	of	of	ADP
spir-9084	1	27	the	the	DET
spir-9084	1	28	arab	arab	ADJ
spir-9084	1	29	spring	spring	NOUN
spir-9084	1	30	muhammad	muhammad	PROPN
spir-9084	1	31	abdul	abdul	PROPN
spir-9084	1	32	-	-	PUNCT
spir-9084	1	33	mageed	mageed	PROPN
spir-9084	1	34	christopher	christopher	PROPN
spir-9084	1	35	brown	brown	PROPN
spir-9084	1	36	dua'a	dua'a	PROPN
spir-9084	1	37	abu	abu	PROPN
spir-9084	1	38	-	-	PUNCT
spir-9084	1	39	elhij'a	elhij'a	PROPN
spir-9084	1	40	mahajna	mahajna	PROPN
spir-9084	1	41	department	department	PROPN
spir-9084	1	42	of	of	ADP
spir-9084	1	43	linguistics	linguistics	PROPN
spir-9084	1	44	&	&	CCONJ
spir-9084	1	45	school	school	PROPN
spir-9084	1	46	of	of	ADP
spir-9084	1	47	informatics	informatic	NOUN
spir-9084	1	48	and	and	CCONJ
spir-9084	1	49	computing	computing	PROPN
spir-9084	1	50	indiana	indiana	PROPN
spir-9084	1	51	university	university	PROPN
spir-9084	1	52	,	,	PUNCT
spir-9084	1	53	bloomington	bloomington	PROPN
spir-9084	1	54	mabdulma@indiana.edu	mabdulma@indiana.edu	PROPN
spir-9084	1	55	department	department	PROPN
spir-9084	1	56	of	of	ADP
spir-9084	1	57	linguistics	linguistics	PROPN
spir-9084	1	58	university	university	PROPN
spir-9084	1	59	of	of	ADP
spir-9084	1	60	texas	texas	PROPN
spir-9084	1	61	at	at	ADP
spir-9084	1	62	austin	austin	PROPN
spir-9084	1	63	chrisbrown@utexas.edu	chrisbrown@utexas.edu	PROPN
spir-9084	1	64	department	department	PROPN
spir-9084	1	65	of	of	ADP
spir-9084	1	66	linguistics	linguistics	PROPN
spir-9084	1	67	indiana	indiana	PROPN
spir-9084	1	68	university	university	PROPN
spir-9084	1	69	,	,	PUNCT
spir-9084	1	70	bloomington	bloomington	PROPN
spir-9084	1	71	dabuelhi@umail.iu.edu	dabuelhi@umail.iu.edu	PROPN
spir-9084	1	72	abstract	abstract	ADJ
spir-9084	1	73	except	except	SCONJ
spir-9084	1	74	for	for	ADP
spir-9084	1	75	some	some	DET
spir-9084	1	76	initial	initial	ADJ
spir-9084	1	77	analyses	analysis	NOUN
spir-9084	1	78	(	(	PUNCT
spir-9084	1	79	abdul	abdul	PROPN
spir-9084	1	80	-	-	PUNCT
spir-9084	1	81	mageed	mageed	PROPN
spir-9084	1	82	&	&	CCONJ
spir-9084	1	83	albogmi	albogmi	PROPN
spir-9084	1	84	,	,	PUNCT
spir-9084	1	85	2011	2011	NUM
spir-9084	1	86	;	;	PUNCT
spir-9084	1	87	abdul	abdul	PROPN
spir-9084	1	88	-	-	PUNCT
spir-9084	1	89	mageed	mageed	NOUN
spir-9084	1	90	,	,	PUNCT
spir-9084	1	91	albogmi	albogmi	NOUN
spir-9084	1	92	,	,	PUNCT
spir-9084	1	93	gerrio	gerrio	PROPN
spir-9084	1	94	,	,	PUNCT
spir-9084	1	95	hamed	hamed	PROPN
spir-9084	1	96	&	&	CCONJ
spir-9084	1	97	aldibasi	aldibasi	PROPN
spir-9084	1	98	,	,	PUNCT
spir-9084	1	99	2011	2011	NUM
spir-9084	1	100	;	;	PUNCT
spir-9084	1	101	abdul	abdul	PROPN
spir-9084	1	102	-	-	PUNCT
spir-9084	1	103	mageed	mageed	PROPN
spir-9084	1	104	&	&	CCONJ
spir-9084	1	105	abu	abu	PROPN
spir-9084	1	106	mostafa	mostafa	PROPN
spir-9084	1	107	,	,	PUNCT
spir-9084	1	108	2012	2012	NUM
spir-9084	1	109	;	;	PUNCT
spir-9084	1	110	abdul	abdul	PROPN
spir-9084	1	111	-	-	PUNCT
spir-9084	1	112	mageed	mageed	NOUN
spir-9084	1	113	,	,	PUNCT
spir-9084	1	114	2013	2013	NUM
spir-9084	1	115	)	)	PUNCT
spir-9084	1	116	,	,	PUNCT
spir-9084	1	117	arabic	arabic	ADJ
spir-9084	1	118	twitter	twitter	NOUN
spir-9084	1	119	has	have	AUX
spir-9084	1	120	not	not	PART
spir-9084	1	121	been	be	AUX
spir-9084	1	122	the	the	DET
spir-9084	1	123	target	target	NOUN
spir-9084	1	124	of	of	ADP
spir-9084	1	125	much	much	ADJ
spir-9084	1	126	research	research	NOUN
spir-9084	1	127	.	.	PUNCT
spir-9084	2	1	although	although	SCONJ
spir-9084	2	2	these	these	DET
spir-9084	2	3	initial	initial	ADJ
spir-9084	2	4	analyses	analysis	NOUN
spir-9084	2	5	have	have	AUX
spir-9084	2	6	accumulated	accumulate	VERB
spir-9084	2	7	insights	insight	NOUN
spir-9084	2	8	as	as	ADP
spir-9084	2	9	to	to	ADP
spir-9084	2	10	some	some	DET
spir-9084	2	11	twitter	twitter	NOUN
spir-9084	2	12	user	user	NOUN
spir-9084	2	13	practices	practice	NOUN
spir-9084	2	14	and	and	CCONJ
spir-9084	2	15	the	the	DET
spir-9084	2	16	micro	micro	ADJ
spir-9084	2	17	-	-	ADJ
spir-9084	2	18	blogging	blogging	ADJ
spir-9084	2	19	service	service	NOUN
spir-9084	2	20	’s	’s	PART
spir-9084	2	21	content	content	NOUN
spir-9084	2	22	,	,	PUNCT
spir-9084	2	23	these	these	DET
spir-9084	2	24	studies	study	NOUN
spir-9084	2	25	remain	remain	VERB
spir-9084	2	26	limited	limited	ADJ
spir-9084	2	27	in	in	ADP
spir-9084	2	28	terms	term	NOUN
spir-9084	2	29	of	of	ADP
spir-9084	2	30	scale	scale	NOUN
spir-9084	2	31	(	(	PUNCT
spir-9084	2	32	i.e.	i.e.	X
spir-9084	2	33	,	,	PUNCT
spir-9084	2	34	they	they	PRON
spir-9084	2	35	did	do	AUX
spir-9084	2	36	not	not	PART
spir-9084	2	37	depend	depend	VERB
spir-9084	2	38	on	on	ADP
spir-9084	2	39	huge	huge	ADJ
spir-9084	2	40	datasets	dataset	NOUN
spir-9084	2	41	as	as	SCONJ
spir-9084	2	42	is	be	AUX
spir-9084	2	43	attempted	attempt	VERB
spir-9084	2	44	in	in	ADP
spir-9084	2	45	the	the	DET
spir-9084	2	46	current	current	ADJ
spir-9084	2	47	work	work	NOUN
spir-9084	2	48	)	)	PUNCT
spir-9084	2	49	,	,	PUNCT
spir-9084	2	50	nor	nor	CCONJ
spir-9084	2	51	did	do	AUX
spir-9084	2	52	they	they	PRON
spir-9084	2	53	examine	examine	VERB
spir-9084	2	54	twitter	twitter	NOUN
spir-9084	2	55	use	use	NOUN
spir-9084	2	56	and	and	CCONJ
spir-9084	2	57	practices	practice	NOUN
spir-9084	2	58	in	in	ADP
spir-9084	2	59	the	the	DET
spir-9084	2	60	context	context	NOUN
spir-9084	2	61	of	of	ADP
spir-9084	2	62	the	the	DET
spir-9084	2	63	arab	arab	ADJ
spir-9084	2	64	spring	spring	NOUN
spir-9084	2	65	.	.	PUNCT
spir-9084	3	1	in	in	ADP
spir-9084	3	2	the	the	DET
spir-9084	3	3	current	current	ADJ
spir-9084	3	4	work	work	NOUN
spir-9084	3	5	,	,	PUNCT
spir-9084	3	6	our	our	PRON
spir-9084	3	7	goal	goal	NOUN
spir-9084	3	8	is	be	AUX
spir-9084	3	9	to	to	PART
spir-9084	3	10	bridge	bridge	VERB
spir-9084	3	11	these	these	DET
spir-9084	3	12	gaps	gap	NOUN
spir-9084	3	13	.	.	PUNCT
spir-9084	4	1	in	in	ADP
spir-9084	4	2	other	other	ADJ
spir-9084	4	3	words	word	NOUN
spir-9084	4	4	,	,	PUNCT
spir-9084	4	5	we	we	PRON
spir-9084	4	6	investigate	investigate	VERB
spir-9084	4	7	(	(	PUNCT
spir-9084	4	8	1	1	X
spir-9084	4	9	)	)	PUNCT
spir-9084	4	10	the	the	DET
spir-9084	4	11	employment	employment	NOUN
spir-9084	4	12	of	of	ADP
spir-9084	4	13	various	various	ADJ
spir-9084	4	14	arabic	arabic	ADJ
spir-9084	4	15	varieties	variety	NOUN
spir-9084	4	16	,	,	PUNCT
spir-9084	4	17	(	(	PUNCT
spir-9084	4	18	2	2	X
spir-9084	4	19	)	)	PUNCT
spir-9084	4	20	sentiment	sentiment	NOUN
spir-9084	4	21	expression	expression	NOUN
spir-9084	4	22	,	,	PUNCT
spir-9084	4	23	and	and	CCONJ
spir-9084	4	24	(	(	PUNCT
spir-9084	4	25	3	3	X
spir-9084	4	26	)	)	PUNCT
spir-9084	4	27	topic	topic	NOUN
spir-9084	4	28	distribution	distribution	NOUN
spir-9084	4	29	in	in	ADP
spir-9084	4	30	two	two	NUM
spir-9084	4	31	twitter	twitter	NOUN
spir-9084	4	32	sub	sub	NOUN
spir-9084	4	33	-	-	ADJ
spir-9084	4	34	corpora	corpora	ADJ
spir-9084	4	35	,	,	PUNCT
spir-9084	4	36	one	one	NUM
spir-9084	4	37	pre	pre	ADJ
spir-9084	4	38	-	-	ADJ
spir-9084	4	39	dating	date	VERB
spir-9084	4	40	the	the	DET
spir-9084	4	41	arab	arab	ADJ
spir-9084	4	42	spring	spring	NOUN
spir-9084	4	43	and	and	CCONJ
spir-9084	4	44	another	another	DET
spir-9084	4	45	occurring	occur	VERB
spir-9084	4	46	in	in	ADP
spir-9084	4	47	its	its	PRON
spir-9084	4	48	context	context	NOUN
spir-9084	4	49	.	.	PUNCT
spir-9084	5	1	our	our	PRON
spir-9084	5	2	analyses	analysis	NOUN
spir-9084	5	3	show	show	VERB
spir-9084	5	4	the	the	DET
spir-9084	5	5	impact	impact	NOUN
spir-9084	5	6	of	of	ADP
spir-9084	5	7	the	the	DET
spir-9084	5	8	political	political	ADJ
spir-9084	5	9	events	event	NOUN
spir-9084	5	10	on	on	ADP
spir-9084	5	11	the	the	DET
spir-9084	5	12	social	social	ADJ
spir-9084	5	13	network	network	NOUN
spir-9084	5	14	at	at	ADP
spir-9084	5	15	the	the	DET
spir-9084	5	16	three	three	NUM
spir-9084	5	17	fronts	front	NOUN
spir-9084	5	18	.	.	PUNCT
spir-9084	6	1	keywords	keyword	NOUN
spir-9084	6	2	arab	arab	ADJ
spir-9084	6	3	spring	spring	NOUN
spir-9084	6	4	;	;	PUNCT
spir-9084	6	5	twitter	twitter	NOUN
spir-9084	6	6	;	;	PUNCT
spir-9084	6	7	computer	computer	NOUN
spir-9084	6	8	-	-	PUNCT
spir-9084	6	9	mediated	mediate	VERB
spir-9084	6	10	communication	communication	NOUN
spir-9084	6	11	;	;	PUNCT
spir-9084	6	12	sentiment	sentiment	NOUN
spir-9084	6	13	;	;	PUNCT
spir-9084	6	14	arabic	arabic	ADJ
spir-9084	6	15	;	;	PUNCT
spir-9084	6	16	arabic	arabic	ADJ
spir-9084	6	17	dialects	dialect	NOUN
spir-9084	6	18	;	;	PUNCT
spir-9084	6	19	modern	modern	ADJ
spir-9084	6	20	standard	standard	NOUN
spir-9084	6	21	arabic	arabic	ADJ
spir-9084	6	22	;	;	PUNCT
spir-9084	6	23	social	social	ADJ
spir-9084	6	24	media	medium	NOUN
spir-9084	6	25	;	;	PUNCT
spir-9084	6	26	internet	internet	NOUN
spir-9084	6	27	activism	activism	NOUN
spir-9084	6	28	.	.	PUNCT
spir-9084	7	1	introduction	introduction	NOUN
spir-9084	7	2	twitter	twitter	NOUN
spir-9084	7	3	,	,	PUNCT
spir-9084	7	4	the	the	DET
spir-9084	7	5	micro	micro	ADJ
spir-9084	7	6	-	-	ADJ
spir-9084	7	7	blogging	blogging	ADJ
spir-9084	7	8	service	service	NOUN
spir-9084	7	9	,	,	PUNCT
spir-9084	7	10	has	have	AUX
spir-9084	7	11	become	become	VERB
spir-9084	7	12	popular	popular	ADJ
spir-9084	7	13	in	in	ADP
spir-9084	7	14	many	many	ADJ
spir-9084	7	15	countries	country	NOUN
spir-9084	7	16	as	as	ADP
spir-9084	7	17	a	a	DET
spir-9084	7	18	communication	communication	NOUN
spir-9084	7	19	platform	platform	NOUN
spir-9084	7	20	for	for	ADP
spir-9084	7	21	posting	post	VERB
spir-9084	7	22	updates	update	NOUN
spir-9084	7	23	about	about	ADP
spir-9084	7	24	personal	personal	ADJ
spir-9084	7	25	activities	activity	NOUN
spir-9084	7	26	,	,	PUNCT
spir-9084	7	27	expressing	express	VERB
spir-9084	7	28	opinions	opinion	NOUN
spir-9084	7	29	,	,	PUNCT
spir-9084	7	30	sharing	share	VERB
spir-9084	7	31	experiences	experience	NOUN
spir-9084	7	32	,	,	PUNCT
spir-9084	7	33	broadcasting	broadcast	VERB
spir-9084	7	34	news	news	NOUN
spir-9084	7	35	,	,	PUNCT
spir-9084	7	36	etc	etc	X
spir-9084	7	37	.	.	X
spir-9084	7	38	however	however	ADV
spir-9084	7	39	,	,	PUNCT
spir-9084	7	40	although	although	SCONJ
spir-9084	7	41	there	there	PRON
spir-9084	7	42	is	be	VERB
spir-9084	7	43	currently	currently	ADV
spir-9084	7	44	a	a	DET
spir-9084	7	45	flurry	flurry	NOUN
spir-9084	7	46	of	of	ADP
spir-9084	7	47	interest	interest	NOUN
spir-9084	7	48	in	in	ADP
spir-9084	7	49	researching	research	VERB
spir-9084	7	50	the	the	DET
spir-9084	7	51	english	english	ADJ
spir-9084	7	52	-	-	PUNCT
spir-9084	7	53	language	language	NOUN
spir-9084	7	54	twitter	twitter	NOUN
spir-9084	7	55	,	,	PUNCT
spir-9084	7	56	as	as	SCONJ
spir-9084	7	57	yet	yet	ADV
spir-9084	7	58	not	not	PART
spir-9084	7	59	much	much	ADJ
spir-9084	7	60	research	research	NOUN
spir-9084	7	61	has	have	AUX
spir-9084	7	62	been	be	AUX
spir-9084	7	63	done	do	VERB
spir-9084	7	64	on	on	ADP
spir-9084	7	65	other	other	ADJ
spir-9084	7	66	languages	language	NOUN
spir-9084	7	67	used	use	VERB
spir-9084	7	68	on	on	ADP
spir-9084	7	69	the	the	DET
spir-9084	7	70	micro	micro	ADJ
spir-9084	7	71	-	-	ADJ
spir-9084	7	72	blogging	blogging	ADJ
spir-9084	7	73	service	service	NOUN
spir-9084	7	74	,	,	PUNCT
spir-9084	7	75	and	and	CCONJ
spir-9084	7	76	arabic	arabic	ADJ
spir-9084	7	77	is	be	AUX
spir-9084	7	78	no	no	DET
spir-9084	7	79	exception	exception	NOUN
spir-9084	7	80	.	.	PUNCT
spir-9084	8	1	in	in	ADP
spir-9084	8	2	the	the	DET
spir-9084	8	3	current	current	ADJ
spir-9084	8	4	paper	paper	NOUN
spir-9084	8	5	,	,	PUNCT
spir-9084	8	6	we	we	PRON
spir-9084	8	7	report	report	VERB
spir-9084	8	8	attempts	attempt	VERB
spir-9084	8	9	to	to	PART
spir-9084	8	10	partially	partially	ADV
spir-9084	8	11	bridge	bridge	VERB
spir-9084	8	12	this	this	DET
spir-9084	8	13	gap	gap	NOUN
spir-9084	8	14	by	by	ADP
spir-9084	8	15	investigating	investigate	VERB
spir-9084	8	16	the	the	DET
spir-9084	8	17	use	use	NOUN
spir-9084	8	18	of	of	ADP
spir-9084	8	19	arabic	arabic	ADJ
spir-9084	8	20	twitter	twitter	NOUN
spir-9084	8	21	both	both	CCONJ
spir-9084	8	22	before	before	ADP
spir-9084	8	23	and	and	CCONJ
spir-9084	8	24	in	in	ADP
spir-9084	8	25	the	the	DET
spir-9084	8	26	context	context	NOUN
spir-9084	8	27	of	of	ADP
spir-9084	8	28	the	the	DET
spir-9084	8	29	arab	arab	ADJ
spir-9084	8	30	spring	spring	NOUN
spir-9084	8	31	.	.	PUNCT
spir-9084	9	1	motivations	motivation	NOUN
spir-9084	9	2	for	for	ADP
spir-9084	9	3	studying	study	VERB
spir-9084	9	4	arabic	arabic	ADJ
spir-9084	9	5	twitter	twitter	NOUN
spir-9084	9	6	include	include	VERB
spir-9084	9	7	(	(	PUNCT
spir-9084	9	8	1	1	X
spir-9084	9	9	)	)	PUNCT
spir-9084	9	10	the	the	DET
spir-9084	9	11	popularity	popularity	NOUN
spir-9084	9	12	of	of	ADP
spir-9084	9	13	twitter	twitter	NOUN
spir-9084	9	14	as	as	ADP
spir-9084	9	15	a	a	DET
spir-9084	9	16	networking	networking	NOUN
spir-9084	9	17	and	and	CCONJ
spir-9084	9	18	communication	communication	NOUN
spir-9084	9	19	tool	tool	NOUN
spir-9084	9	20	during	during	ADP
spir-9084	9	21	the	the	DET
spir-9084	9	22	ongoing	ongoing	ADJ
spir-9084	9	23	arab	arab	ADJ
spir-9084	9	24	spring	spring	NOUN
spir-9084	9	25	,	,	PUNCT
spir-9084	9	26	(	(	PUNCT
spir-9084	9	27	2	2	X
spir-9084	9	28	)	)	PUNCT
spir-9084	9	29	that	that	SCONJ
spir-9084	9	30	the	the	DET
spir-9084	9	31	language	language	NOUN
spir-9084	9	32	is	be	AUX
spir-9084	9	33	very	very	ADV
spir-9084	9	34	widely	widely	ADV
spir-9084	9	35	spoken	speak	VERB
spir-9084	9	36	(	(	PUNCT
spir-9084	9	37	with	with	ADP
spir-9084	9	38	about	about	ADV
spir-9084	9	39	300	300	NUM
spir-9084	9	40	million	million	NUM
spir-9084	9	41	native	native	ADJ
spir-9084	9	42	speakers	speaker	NOUN
spir-9084	9	43	in	in	ADP
spir-9084	9	44	22	22	NUM
spir-9084	9	45	countries	country	NOUN
spir-9084	9	46	)	)	PUNCT
spir-9084	9	47	,	,	PUNCT
spir-9084	9	48	and	and	CCONJ
spir-9084	9	49	(	(	PUNCT
spir-9084	9	50	3	3	X
spir-9084	9	51	)	)	PUNCT
spir-9084	9	52	the	the	DET
spir-9084	9	53	fast	fast	ADJ
spir-9084	9	54	growing	grow	VERB
spir-9084	9	55	rate	rate	NOUN
spir-9084	9	56	of	of	ADP
spir-9084	9	57	arabic	arabic	NOUN
spir-9084	9	58	on	on	ADP
spir-9084	9	59	the	the	DET
spir-9084	9	60	web	web	NOUN
spir-9084	9	61	(	(	PUNCT
spir-9084	9	62	with	with	ADP
spir-9084	9	63	arabic	arabic	PROPN
spir-9084	9	64	rated	rate	VERB
spir-9084	9	65	as	as	ADP
spir-9084	9	66	the	the	DET
spir-9084	9	67	world	world	NOUN
spir-9084	9	68	’s	’s	PART
spir-9084	9	69	fastest	fast	ADJ
spir-9084	9	70	growing	grow	VERB
spir-9084	9	71	language	language	NOUN
spir-9084	9	72	on	on	ADP
spir-9084	9	73	the	the	DET
spir-9084	9	74	web	web	NOUN
spir-9084	9	75	in	in	ADP
spir-9084	9	76	2009	2009	NUM
spir-9084	9	77	with	with	ADP
spir-9084	9	78	2,297.7	2,297.7	NUM
spir-9084	9	79	%	%	NOUN
spir-9084	9	80	growth	growth	NOUN
spir-9084	9	81	rate	rate	NOUN
spir-9084	9	82	,	,	PUNCT
spir-9084	9	83	http://www.internetworldstats.com/stats7.htm	http://www.internetworldstats.com/stats7.htm	PROPN
spir-9084	9	84	)	)	PUNCT
spir-9084	9	85	.	.	PUNCT
spir-9084	10	1	goal	goal	NOUN
spir-9084	10	2	and	and	CCONJ
spir-9084	10	3	research	research	NOUN
spir-9084	10	4	questions	question	NOUN
spir-9084	10	5	our	our	PRON
spir-9084	10	6	goal	goal	NOUN
spir-9084	10	7	in	in	ADP
spir-9084	10	8	the	the	DET
spir-9084	10	9	current	current	ADJ
spir-9084	10	10	work	work	NOUN
spir-9084	10	11	is	be	AUX
spir-9084	10	12	to	to	PART
spir-9084	10	13	analyze	analyze	VERB
spir-9084	10	14	the	the	DET
spir-9084	10	15	linguistic	linguistic	ADJ
spir-9084	10	16	features	feature	NOUN
spir-9084	10	17	,	,	PUNCT
spir-9084	10	18	identify	identify	VERB
spir-9084	10	19	language	language	NOUN
spir-9084	10	20	variety	variety	NOUN
spir-9084	10	21	employed	employ	VERB
spir-9084	10	22	(	(	PUNCT
spir-9084	10	23	i.e.	i.e.	X
spir-9084	10	24	,	,	PUNCT
spir-9084	10	25	modern	modern	ADJ
spir-9084	10	26	standard	standard	NOUN
spir-9084	10	27	arabic	arabic	ADJ
spir-9084	10	28	[	[	X
spir-9084	10	29	msa	msa	X
spir-9084	10	30	]	]	X
spir-9084	10	31	,	,	PUNCT
spir-9084	10	32	the	the	DET
spir-9084	10	33	modern	modern	ADJ
spir-9084	10	34	standard	standard	ADJ
spir-9084	10	35	variety	variety	NOUN
spir-9084	10	36	of	of	ADP
spir-9084	10	37	the	the	DET
spir-9084	10	38	language	language	NOUN
spir-9084	10	39	,	,	PUNCT
spir-9084	10	40	vs.	vs.	ADP
spir-9084	10	41	dialects	dialect	NOUN
spir-9084	10	42	[	[	X
spir-9084	10	43	e.g.	e.g.	ADV
spir-9084	10	44	,	,	PUNCT
spir-9084	10	45	egyptian	egyptian	PROPN
spir-9084	10	46	,	,	PUNCT
spir-9084	10	47	levantine	levantine	PROPN
spir-9084	10	48	,	,	PUNCT
spir-9084	10	49	moroccan	moroccan	PROPN
spir-9084	10	50	]	]	X
spir-9084	10	51	)	)	PUNCT
spir-9084	10	52	,	,	PUNCT
spir-9084	10	53	topics	topic	NOUN
spir-9084	10	54	,	,	PUNCT
spir-9084	10	55	and	and	CCONJ
spir-9084	10	56	sentiments	sentiment	NOUN
spir-9084	10	57	expressed	express	VERB
spir-9084	10	58	in	in	ADP
spir-9084	10	59	arabic	arabic	ADJ
spir-9084	10	60	tweets	tweet	NOUN
spir-9084	10	61	.	.	PUNCT
spir-9084	11	1	we	we	PRON
spir-9084	11	2	thus	thus	ADV
spir-9084	11	3	aim	aim	VERB
spir-9084	11	4	to	to	PART
spir-9084	11	5	answer	answer	VERB
spir-9084	11	6	the	the	DET
spir-9084	11	7	following	follow	VERB
spir-9084	11	8	specific	specific	ADJ
spir-9084	11	9	research	research	NOUN
spir-9084	11	10	questions	question	NOUN
spir-9084	11	11	:	:	PUNCT
spir-9084	11	12	rq1	rq1	NOUN
spir-9084	11	13	:	:	PUNCT
spir-9084	11	14	what	what	PRON
spir-9084	11	15	are	be	AUX
spir-9084	11	16	the	the	DET
spir-9084	11	17	linguistic	linguistic	ADJ
spir-9084	11	18	features	feature	NOUN
spir-9084	11	19	of	of	ADP
spir-9084	11	20	arabic	arabic	ADJ
spir-9084	11	21	as	as	SCONJ
spir-9084	11	22	used	use	VERB
spir-9084	11	23	in	in	ADP
spir-9084	11	24	twitter	twitter	NOUN
spir-9084	11	25	?	?	PUNCT
spir-9084	12	1	rq2	rq2	NOUN
spir-9084	12	2	:	:	PUNCT
spir-9084	12	3	what	what	PRON
spir-9084	12	4	is	be	AUX
spir-9084	12	5	the	the	DET
spir-9084	12	6	distribution	distribution	NOUN
spir-9084	12	7	of	of	ADP
spir-9084	12	8	modern	modern	ADJ
spir-9084	12	9	standard	standard	NOUN
spir-9084	12	10	arabic	arabic	ADJ
spir-9084	12	11	vs.	vs.	ADP
spir-9084	12	12	dialects	dialect	NOUN
spir-9084	12	13	(	(	PUNCT
spir-9084	12	14	i.e.	i.e.	X
spir-9084	12	15	,	,	PUNCT
spir-9084	12	16	all	all	DET
spir-9084	12	17	dialects	dialect	NOUN
spir-9084	12	18	as	as	ADP
spir-9084	12	19	a	a	DET
spir-9084	12	20	single	single	ADJ
spir-9084	12	21	category	category	NOUN
spir-9084	12	22	)	)	PUNCT
spir-9084	12	23	in	in	ADP
spir-9084	12	24	arabic	arabic	ADJ
spir-9084	12	25	twitter	twitter	NOUN
spir-9084	12	26	?	?	PUNCT
spir-9084	13	1	rq3	rq3	NOUN
spir-9084	13	2	:	:	PUNCT
spir-9084	13	3	what	what	PRON
spir-9084	13	4	is	be	AUX
spir-9084	13	5	the	the	DET
spir-9084	13	6	distribution	distribution	NOUN
spir-9084	13	7	of	of	ADP
spir-9084	13	8	arabic	arabic	ADJ
spir-9084	13	9	dialects	dialect	NOUN
spir-9084	13	10	in	in	ADP
spir-9084	13	11	arabic	arabic	ADJ
spir-9084	13	12	twitter	twitter	NOUN
spir-9084	13	13	?	?	PUNCT
spir-9084	14	1	rq4	rq4	NOUN
spir-9084	14	2	:	:	PUNCT
spir-9084	14	3	what	what	PRON
spir-9084	14	4	are	be	AUX
spir-9084	14	5	the	the	DET
spir-9084	14	6	topics	topic	NOUN
spir-9084	14	7	that	that	PRON
spir-9084	14	8	arabic	arabic	ADJ
spir-9084	14	9	users	user	NOUN
spir-9084	14	10	tweet	tweet	VERB
spir-9084	14	11	about	about	ADP
spir-9084	14	12	?	?	PUNCT
spir-9084	15	1	rq5	rq5	NOUN
spir-9084	15	2	:	:	PUNCT
spir-9084	15	3	to	to	ADP
spir-9084	15	4	what	what	DET
spir-9084	15	5	extent	extent	NOUN
spir-9084	15	6	are	be	AUX
spir-9084	15	7	arabic	arabic	ADJ
spir-9084	15	8	tweets	tweet	NOUN
spir-9084	15	9	opinionated	opinionated	ADJ
spir-9084	15	10	and	and	CCONJ
spir-9084	15	11	what	what	PRON
spir-9084	15	12	is	be	AUX
spir-9084	15	13	the	the	DET
spir-9084	15	14	distribution	distribution	NOUN
spir-9084	15	15	of	of	ADP
spir-9084	15	16	sentiment	sentiment	NOUN
spir-9084	15	17	(	(	PUNCT
spir-9084	15	18	e.g.	e.g.	ADV
spir-9084	15	19	,	,	PUNCT
spir-9084	15	20	positive	positive	ADJ
spir-9084	15	21	,	,	PUNCT
spir-9084	15	22	negative	negative	ADJ
spir-9084	15	23	)	)	PUNCT
spir-9084	15	24	in	in	ADP
spir-9084	15	25	opinionated	opinionated	ADJ
spir-9084	15	26	tweets	tweet	NOUN
spir-9084	15	27	?	?	PUNCT
spir-9084	16	1	twitter	twitter	NOUN
spir-9084	16	2	 	 	SPACE
spir-9084	16	3	in	in	ADP
spir-9084	16	4	 	 	SPACE
spir-9084	16	5	the	the	DET
spir-9084	16	6	 	 	SPACE
spir-9084	16	7	context	context	NOUN
spir-9084	16	8	 	 	SPACE
spir-9084	16	9	of	of	ADP
spir-9084	16	10	 	 	SPACE
spir-9084	16	11	the	the	DET
spir-9084	16	12	 	 	SPACE
spir-9084	16	13	arab	arab	ADJ
spir-9084	16	14	 	 	SPACE
spir-9084	16	15	spring	spring	NOUN
spir-9084	16	16	    	    	SPACE
spir-9084	16	17	2	2	NUM
spir-9084	16	18	  	  	SPACE
spir-9084	16	19	data	datum	NOUN
spir-9084	16	20	collection	collection	NOUN
spir-9084	16	21	,	,	PUNCT
spir-9084	16	22	sampling	sampling	NOUN
spir-9084	16	23	,	,	PUNCT
spir-9084	16	24	and	and	CCONJ
spir-9084	16	25	methods	method	NOUN
spir-9084	16	26	we	we	PRON
spir-9084	16	27	employ	employ	VERB
spir-9084	16	28	corpus	corpus	NOUN
spir-9084	16	29	linguistics	linguistic	NOUN
spir-9084	16	30	(	(	PUNCT
spir-9084	16	31	mcenery	mcenery	PROPN
spir-9084	16	32	&	&	CCONJ
spir-9084	16	33	wilson	wilson	PROPN
spir-9084	16	34	,	,	PUNCT
spir-9084	16	35	2001	2001	NUM
spir-9084	16	36	)	)	PUNCT
spir-9084	16	37	and	and	CCONJ
spir-9084	16	38	content	content	NOUN
spir-9084	16	39	analysis	analysis	NOUN
spir-9084	16	40	(	(	PUNCT
spir-9084	16	41	bauer	bauer	NOUN
spir-9084	16	42	,	,	PUNCT
spir-9084	16	43	2000	2000	NUM
spir-9084	16	44	)	)	PUNCT
spir-9084	16	45	methods	method	NOUN
spir-9084	16	46	on	on	ADP
spir-9084	16	47	two	two	NUM
spir-9084	16	48	arabic	arabic	ADJ
spir-9084	16	49	twitter	twitter	NOUN
spir-9084	16	50	corpora	corpora	PROPN
spir-9084	16	51	,	,	PUNCT
spir-9084	16	52	one	one	NUM
spir-9084	16	53	collected	collect	VERB
spir-9084	16	54	before	before	ADP
spir-9084	16	55	the	the	DET
spir-9084	16	56	arab	arab	ADJ
spir-9084	16	57	spring	spring	NOUN
spir-9084	16	58	and	and	CCONJ
spir-9084	16	59	one	one	NUM
spir-9084	16	60	after	after	ADP
spir-9084	16	61	it	it	PRON
spir-9084	16	62	.	.	PUNCT
spir-9084	17	1	the	the	DET
spir-9084	17	2	first	first	ADJ
spir-9084	17	3	sub	sub	NOUN
spir-9084	17	4	-	-	NOUN
spir-9084	17	5	corpus	corpus	NOUN
spir-9084	17	6	is	be	AUX
spir-9084	17	7	composed	compose	VERB
spir-9084	17	8	of	of	ADP
spir-9084	17	9	233,309	233,309	NUM
spir-9084	17	10	tweets	tweet	NOUN
spir-9084	17	11	(	(	PUNCT
spir-9084	17	12	henceforth	henceforth	ADV
spir-9084	17	13	the	the	DET
spir-9084	17	14	twitter	twitter	NOUN
spir-9084	17	15	arabic	arabic	NOUN
spir-9084	17	16	corpus	corpus	PROPN
spir-9084	18	1	[	[	X
spir-9084	18	2	tac	tac	PROPN
spir-9084	18	3	]	]	PUNCT
spir-9084	18	4	)	)	PUNCT
spir-9084	18	5	automatically	automatically	ADV
spir-9084	18	6	extracted	extract	VERB
spir-9084	18	7	from	from	ADP
spir-9084	18	8	a	a	DET
spir-9084	18	9	two	two	NUM
spir-9084	18	10	-	-	PUNCT
spir-9084	18	11	month	month	NOUN
spir-9084	18	12	twitter	twitter	NOUN
spir-9084	18	13	stream	stream	NOUN
spir-9084	18	14	between	between	ADP
spir-9084	18	15	november	november	PROPN
spir-9084	18	16	11th	11th	NUM
spir-9084	18	17	,	,	PUNCT
spir-9084	18	18	2009	2009	NUM
spir-9084	18	19	and	and	CCONJ
spir-9084	18	20	february	february	PROPN
spir-9084	18	21	1st	1st	NOUN
spir-9084	18	22	,	,	PUNCT
spir-9084	18	23	2010	2010	NUM
spir-9084	18	24	as	as	SCONJ
spir-9084	18	25	reported	report	VERB
spir-9084	18	26	in	in	ADP
spir-9084	18	27	petrovic	petrovic	PROPN
spir-9084	18	28	,	,	PUNCT
spir-9084	18	29	osborne	osborne	PROPN
spir-9084	18	30	&	&	CCONJ
spir-9084	18	31	lavrenko	lavrenko	PROPN
spir-9084	18	32	(	(	PUNCT
spir-9084	18	33	2010	2010	NUM
spir-9084	18	34	)	)	PUNCT
spir-9084	18	35	.	.	PUNCT
spir-9084	19	1	the	the	DET
spir-9084	19	2	second	second	ADJ
spir-9084	19	3	sub	sub	NOUN
spir-9084	19	4	-	-	NOUN
spir-9084	19	5	corpus	corpus	NOUN
spir-9084	19	6	is	be	AUX
spir-9084	19	7	composed	compose	VERB
spir-9084	19	8	of	of	ADP
spir-9084	19	9	about	about	ADV
spir-9084	19	10	50,000,000	50,000,000	NUM
spir-9084	19	11	tweets	tweet	NOUN
spir-9084	19	12	(	(	PUNCT
spir-9084	19	13	henceforth	henceforth	ADV
spir-9084	19	14	the	the	DET
spir-9084	19	15	twitter	twitter	NOUN
spir-9084	19	16	arabic	arabic	ADJ
spir-9084	19	17	spring	spring	NOUN
spir-9084	19	18	corpus	corpus	NOUN
spir-9084	19	19	[	[	X
spir-9084	19	20	tasc	tasc	X
spir-9084	19	21	]	]	PUNCT
spir-9084	19	22	)	)	PUNCT
spir-9084	19	23	collected	collect	VERB
spir-9084	19	24	between	between	ADP
spir-9084	19	25	february	february	PROPN
spir-9084	19	26	1st	1st	NOUN
spir-9084	19	27	,	,	PUNCT
spir-9084	19	28	2012	2012	NUM
spir-9084	19	29	and	and	CCONJ
spir-9084	19	30	march	march	PROPN
spir-9084	19	31	1st	1st	NOUN
spir-9084	19	32	,	,	PUNCT
spir-9084	19	33	2013	2013	NUM
spir-9084	19	34	.	.	PUNCT
spir-9084	20	1	for	for	ADP
spir-9084	20	2	the	the	DET
spir-9084	20	3	manual	manual	ADJ
spir-9084	20	4	content	content	NOUN
spir-9084	20	5	analysis	analysis	NOUN
spir-9084	20	6	,	,	PUNCT
spir-9084	20	7	we	we	PRON
spir-9084	20	8	employ	employ	VERB
spir-9084	20	9	a	a	DET
spir-9084	20	10	grounded	ground	VERB
spir-9084	20	11	-	-	PUNCT
spir-9084	20	12	theory	theory	NOUN
spir-9084	20	13	approach	approach	NOUN
spir-9084	20	14	to	to	PART
spir-9084	20	15	analyze	analyze	VERB
spir-9084	20	16	a	a	DET
spir-9084	20	17	random	random	ADJ
spir-9084	20	18	sample	sample	NOUN
spir-9084	20	19	of	of	ADP
spir-9084	20	20	2,000	2,000	NUM
spir-9084	20	21	tweets	tweet	NOUN
spir-9084	20	22	from	from	ADP
spir-9084	20	23	each	each	DET
spir-9084	20	24	subcorpus	subcorpus	NOUN
spir-9084	20	25	(	(	PUNCT
spir-9084	20	26	making	make	VERB
spir-9084	20	27	up	up	ADP
spir-9084	20	28	a	a	DET
spir-9084	20	29	total	total	NOUN
spir-9084	20	30	of	of	ADP
spir-9084	20	31	4,000	4,000	NUM
spir-9084	20	32	tweets	tweet	NOUN
spir-9084	20	33	)	)	PUNCT
spir-9084	20	34	.	.	PUNCT
spir-9084	21	1	results	result	VERB
spir-9084	21	2	results	result	NOUN
spir-9084	21	3	of	of	ADP
spir-9084	21	4	the	the	DET
spir-9084	21	5	analysis	analysis	NOUN
spir-9084	21	6	of	of	ADP
spir-9084	21	7	linguistic	linguistic	ADJ
spir-9084	21	8	features	feature	NOUN
spir-9084	21	9	show	show	VERB
spir-9084	21	10	that	that	SCONJ
spir-9084	21	11	arabic	arabic	ADJ
spir-9084	21	12	tweets	tweet	NOUN
spir-9084	21	13	do	do	AUX
spir-9084	21	14	not	not	PART
spir-9084	21	15	differ	differ	VERB
spir-9084	21	16	strikingly	strikingly	ADV
spir-9084	21	17	from	from	ADP
spir-9084	21	18	‘	'	PUNCT
spir-9084	21	19	offline	offline	ADJ
spir-9084	21	20	’	'	PUNCT
spir-9084	21	21	arabic	arabic	ADJ
spir-9084	21	22	,	,	PUNCT
spir-9084	21	23	although	although	SCONJ
spir-9084	21	24	they	they	PRON
spir-9084	21	25	share	share	VERB
spir-9084	21	26	some	some	DET
spir-9084	21	27	features	feature	VERB
spir-9084	21	28	characteristic	characteristic	ADJ
spir-9084	21	29	of	of	ADP
spir-9084	21	30	some	some	DET
spir-9084	21	31	varieties	variety	NOUN
spir-9084	21	32	of	of	ADP
spir-9084	21	33	online	online	ADJ
spir-9084	21	34	language	language	NOUN
spir-9084	21	35	(	(	PUNCT
spir-9084	21	36	e.g.	e.g.	ADV
spir-9084	21	37	,	,	PUNCT
spir-9084	21	38	paralinguistic	paralinguistic	ADJ
spir-9084	21	39	and	and	CCONJ
spir-9084	21	40	prosodic	prosodic	ADJ
spir-9084	21	41	features	feature	NOUN
spir-9084	21	42	)	)	PUNCT
spir-9084	21	43	.	.	PUNCT
spir-9084	22	1	regarding	regard	VERB
spir-9084	22	2	the	the	DET
spir-9084	22	3	analysis	analysis	NOUN
spir-9084	22	4	of	of	ADP
spir-9084	22	5	language	language	NOUN
spir-9084	22	6	variety	variety	NOUN
spir-9084	22	7	,	,	PUNCT
spir-9084	22	8	it	it	PRON
spir-9084	22	9	was	be	AUX
spir-9084	22	10	found	find	VERB
spir-9084	22	11	that	that	SCONJ
spir-9084	22	12	66.1	66.1	NUM
spir-9084	22	13	%	%	NOUN
spir-9084	22	14	of	of	ADP
spir-9084	22	15	the	the	DET
spir-9084	22	16	tweets	tweet	NOUN
spir-9084	22	17	were	be	AUX
spir-9084	22	18	in	in	ADP
spir-9084	22	19	msa	msa	PROPN
spir-9084	22	20	,	,	PUNCT
spir-9084	22	21	whereas	whereas	SCONJ
spir-9084	22	22	the	the	DET
spir-9084	22	23	remaining	remain	VERB
spir-9084	22	24	33.9	33.9	NUM
spir-9084	22	25	%	%	NOUN
spir-9084	22	26	were	be	AUX
spir-9084	22	27	in	in	ADP
spir-9084	22	28	arabic	arabic	ADJ
spir-9084	22	29	dialects	dialect	NOUN
spir-9084	22	30	.	.	PUNCT
spir-9084	23	1	initial	initial	ADJ
spir-9084	23	2	nuanced	nuanced	ADJ
spir-9084	23	3	analyses	analysis	NOUN
spir-9084	23	4	of	of	ADP
spir-9084	23	5	dialects	dialect	NOUN
spir-9084	23	6	show	show	VERB
spir-9084	23	7	that	that	SCONJ
spir-9084	23	8	dialects	dialect	NOUN
spir-9084	23	9	associated	associate	VERB
spir-9084	23	10	with	with	ADP
spir-9084	23	11	countries	country	NOUN
spir-9084	23	12	where	where	SCONJ
spir-9084	23	13	revolutions	revolution	NOUN
spir-9084	23	14	/	/	SYM
spir-9084	23	15	protests	protest	NOUN
spir-9084	23	16	have	have	AUX
spir-9084	23	17	taken	take	VERB
spir-9084	23	18	place	place	NOUN
spir-9084	23	19	(	(	PUNCT
spir-9084	23	20	e.g.	e.g.	ADV
spir-9084	23	21	,	,	PUNCT
spir-9084	23	22	egyptian	egyptian	PROPN
spir-9084	23	23	arabic	arabic	NOUN
spir-9084	23	24	)	)	PUNCT
spir-9084	23	25	are	be	AUX
spir-9084	23	26	represented	represent	VERB
spir-9084	23	27	with	with	ADP
spir-9084	23	28	higher	high	ADJ
spir-9084	23	29	rates	rate	NOUN
spir-9084	23	30	than	than	ADP
spir-9084	23	31	other	other	ADJ
spir-9084	23	32	dialects	dialect	NOUN
spir-9084	23	33	.	.	PUNCT
spir-9084	24	1	the	the	DET
spir-9084	24	2	sentiment	sentiment	NOUN
spir-9084	24	3	analysis	analysis	NOUN
spir-9084	24	4	indicates	indicate	VERB
spir-9084	24	5	that	that	SCONJ
spir-9084	24	6	35.44	35.44	NUM
spir-9084	24	7	%	%	NOUN
spir-9084	24	8	of	of	ADP
spir-9084	24	9	the	the	DET
spir-9084	24	10	tweets	tweet	NOUN
spir-9084	24	11	are	be	AUX
spir-9084	24	12	solely	solely	ADV
spir-9084	24	13	factual	factual	ADJ
spir-9084	24	14	and	and	CCONJ
spir-9084	24	15	bear	bear	VERB
spir-9084	24	16	no	no	DET
spir-9084	24	17	sentiment	sentiment	NOUN
spir-9084	24	18	.	.	PUNCT
spir-9084	25	1	out	out	ADP
spir-9084	25	2	of	of	ADP
spir-9084	25	3	the	the	DET
spir-9084	25	4	65.66	65.66	NUM
spir-9084	25	5	%	%	NOUN
spir-9084	25	6	non	non	ADJ
spir-9084	25	7	-	-	ADJ
spir-9084	25	8	factual	factual	ADJ
spir-9084	25	9	/	/	SYM
spir-9084	25	10	opinionated	opinionated	ADJ
spir-9084	25	11	tweets	tweet	NOUN
spir-9084	25	12	,	,	PUNCT
spir-9084	25	13	25.28	25.28	NUM
spir-9084	25	14	%	%	NOUN
spir-9084	25	15	are	be	AUX
spir-9084	25	16	positive	positive	ADJ
spir-9084	25	17	,	,	PUNCT
spir-9084	25	18	17.22	17.22	NUM
spir-9084	25	19	%	%	NOUN
spir-9084	25	20	are	be	AUX
spir-9084	25	21	negative	negative	ADJ
spir-9084	25	22	,	,	PUNCT
spir-9084	25	23	9.40	9.40	NUM
spir-9084	25	24	%	%	NOUN
spir-9084	25	25	are	be	AUX
spir-9084	25	26	neutral	neutral	ADJ
spir-9084	25	27	,	,	PUNCT
spir-9084	25	28	and	and	CCONJ
spir-9084	25	29	2.78	2.78	NUM
spir-9084	25	30	%	%	NOUN
spir-9084	25	31	are	be	AUX
spir-9084	25	32	mixed	mixed	ADJ
spir-9084	25	33	.	.	PUNCT
spir-9084	26	1	initial	initial	ADJ
spir-9084	26	2	analyses	analysis	NOUN
spir-9084	26	3	of	of	ADP
spir-9084	26	4	tasc	tasc	PROPN
spir-9084	26	5	show	show	VERB
spir-9084	26	6	more	more	ADV
spir-9084	26	7	negative	negative	ADJ
spir-9084	26	8	than	than	ADP
spir-9084	26	9	positive	positive	ADJ
spir-9084	26	10	content	content	NOUN
spir-9084	26	11	.	.	PUNCT
spir-9084	27	1	an	an	DET
spir-9084	27	2	analysis	analysis	NOUN
spir-9084	27	3	of	of	ADP
spir-9084	27	4	the	the	DET
spir-9084	27	5	topics	topic	NOUN
spir-9084	27	6	of	of	ADP
spir-9084	27	7	tweets	tweet	NOUN
spir-9084	27	8	in	in	ADP
spir-9084	27	9	the	the	DET
spir-9084	27	10	tac	tac	PROPN
spir-9084	27	11	sub	sub	NOUN
spir-9084	27	12	-	-	NOUN
spir-9084	27	13	corpus	corpus	NOUN
spir-9084	27	14	revealed	reveal	VERB
spir-9084	27	15	that	that	SCONJ
spir-9084	27	16	17.25	17.25	NUM
spir-9084	27	17	%	%	NOUN
spir-9084	27	18	of	of	ADP
spir-9084	27	19	users	user	NOUN
spir-9084	27	20	tweeted	tweet	VERB
spir-9084	27	21	about	about	ADP
spir-9084	27	22	cultural	cultural	ADJ
spir-9084	27	23	issues	issue	NOUN
spir-9084	27	24	,	,	PUNCT
spir-9084	27	25	14.80	14.80	NUM
spir-9084	27	26	%	%	NOUN
spir-9084	27	27	about	about	ADP
spir-9084	27	28	politics	politic	NOUN
spir-9084	27	29	,	,	PUNCT
spir-9084	27	30	7.40	7.40	NUM
spir-9084	27	31	%	%	NOUN
spir-9084	27	32	about	about	ADP
spir-9084	27	33	feelings	feeling	NOUN
spir-9084	27	34	&	&	CCONJ
spir-9084	27	35	activities	activity	NOUN
spir-9084	27	36	,	,	PUNCT
spir-9084	27	37	and	and	CCONJ
spir-9084	27	38	the	the	DET
spir-9084	27	39	rest	rest	NOUN
spir-9084	27	40	about	about	ADP
spir-9084	27	41	other	other	ADJ
spir-9084	27	42	miscellaneous	miscellaneous	NOUN
spir-9084	27	43	(	(	PUNCT
spir-9084	27	44	e.g.	e.g.	ADJ
spir-9084	27	45	,	,	PUNCT
spir-9084	27	46	religious	religious	ADJ
spir-9084	27	47	,	,	PUNCT
spir-9084	27	48	economic	economic	ADJ
spir-9084	27	49	,	,	PUNCT
spir-9084	27	50	and	and	CCONJ
spir-9084	27	51	educational	educational	ADJ
spir-9084	27	52	)	)	PUNCT
spir-9084	27	53	topics	topic	NOUN
spir-9084	27	54	.	.	PUNCT
spir-9084	28	1	initial	initial	ADJ
spir-9084	28	2	analyses	analysis	NOUN
spir-9084	28	3	of	of	ADP
spir-9084	28	4	topics	topic	NOUN
spir-9084	28	5	in	in	ADP
spir-9084	28	6	tasc	tasc	PROPN
spir-9084	28	7	quite	quite	ADV
spir-9084	28	8	predictably	predictably	ADV
spir-9084	28	9	show	show	VERB
spir-9084	28	10	a	a	DET
spir-9084	28	11	significant	significant	ADJ
spir-9084	28	12	increase	increase	NOUN
spir-9084	28	13	of	of	ADP
spir-9084	28	14	especially	especially	ADV
spir-9084	28	15	political	political	ADJ
spir-9084	28	16	content	content	NOUN
spir-9084	28	17	.	.	PUNCT
spir-9084	29	1	discussion	discussion	NOUN
spir-9084	29	2	and	and	CCONJ
spir-9084	29	3	conclusion	conclusion	NOUN
spir-9084	29	4	at	at	ADP
spir-9084	29	5	first	first	ADJ
spir-9084	29	6	glance	glance	NOUN
spir-9084	29	7	,	,	PUNCT
spir-9084	29	8	the	the	DET
spir-9084	29	9	finding	finding	NOUN
spir-9084	29	10	that	that	SCONJ
spir-9084	29	11	the	the	DET
spir-9084	29	12	140	140	NUM
spir-9084	29	13	-	-	PUNCT
spir-9084	29	14	character	character	NOUN
spir-9084	29	15	limit	limit	NOUN
spir-9084	29	16	imposed	impose	VERB
spir-9084	29	17	by	by	ADP
spir-9084	29	18	twitter	twitter	NOUN
spir-9084	29	19	does	do	AUX
spir-9084	29	20	not	not	PART
spir-9084	29	21	force	force	VERB
spir-9084	29	22	users	user	NOUN
spir-9084	29	23	to	to	PART
spir-9084	29	24	frequently	frequently	ADV
spir-9084	29	25	employ	employ	VERB
spir-9084	29	26	specific	specific	ADJ
spir-9084	29	27	linguistic	linguistic	ADJ
spir-9084	29	28	features	feature	NOUN
spir-9084	29	29	(	(	PUNCT
spir-9084	29	30	e.g.	e.g.	ADV
spir-9084	29	31	,	,	PUNCT
spir-9084	29	32	clippings	clipping	NOUN
spir-9084	29	33	and	and	CCONJ
spir-9084	29	34	abbreviations	abbreviation	NOUN
spir-9084	29	35	)	)	PUNCT
spir-9084	29	36	is	be	AUX
spir-9084	29	37	surprising	surprising	ADJ
spir-9084	29	38	.	.	PUNCT
spir-9084	30	1	however	however	ADV
spir-9084	30	2	,	,	PUNCT
spir-9084	30	3	this	this	PRON
spir-9084	30	4	is	be	AUX
spir-9084	30	5	expectable	expectable	ADJ
spir-9084	30	6	as	as	ADP
spir-9084	30	7	in	in	ADP
spir-9084	30	8	arabic	arabic	ADJ
spir-9084	30	9	the	the	DET
spir-9084	30	10	practice	practice	NOUN
spir-9084	30	11	of	of	ADP
spir-9084	30	12	dropping	drop	VERB
spir-9084	30	13	vowels	vowel	NOUN
spir-9084	30	14	results	result	NOUN
spir-9084	30	15	in	in	ADP
spir-9084	30	16	a	a	DET
spir-9084	30	17	level	level	NOUN
spir-9084	30	18	of	of	ADP
spir-9084	30	19	ambiguity	ambiguity	NOUN
spir-9084	30	20	and	and	CCONJ
spir-9084	30	21	employing	employ	VERB
spir-9084	30	22	clippings	clipping	NOUN
spir-9084	30	23	and	and	CCONJ
spir-9084	30	24	abbreviations	abbreviation	NOUN
spir-9084	30	25	would	would	AUX
spir-9084	30	26	heighten	heighten	VERB
spir-9084	30	27	such	such	ADJ
spir-9084	30	28	ambiguity	ambiguity	NOUN
spir-9084	30	29	and	and	CCONJ
spir-9084	30	30	render	render	VERB
spir-9084	30	31	text	text	NOUN
spir-9084	30	32	unintelligible	unintelligible	ADJ
spir-9084	30	33	.	.	PUNCT
spir-9084	31	1	we	we	PRON
spir-9084	31	2	thus	thus	ADV
spir-9084	31	3	note	note	VERB
spir-9084	31	4	that	that	SCONJ
spir-9084	31	5	social	social	ADJ
spir-9084	31	6	media	medium	NOUN
spir-9084	31	7	arabic	arabic	ADJ
spir-9084	31	8	is	be	AUX
spir-9084	31	9	different	different	ADJ
spir-9084	31	10	from	from	ADP
spir-9084	31	11	digital	digital	ADJ
spir-9084	31	12	forms	form	NOUN
spir-9084	31	13	of	of	ADP
spir-9084	31	14	other	other	ADJ
spir-9084	31	15	indo	indo	ADJ
spir-9084	31	16	-	-	PUNCT
spir-9084	31	17	european	european	ADJ
spir-9084	31	18	languages	language	NOUN
spir-9084	31	19	(	(	PUNCT
spir-9084	31	20	e.g.	e.g.	ADV
spir-9084	31	21	,	,	PUNCT
spir-9084	31	22	english	english	PROPN
spir-9084	31	23	)	)	PUNCT
spir-9084	31	24	,	,	PUNCT
spir-9084	31	25	not	not	PART
spir-9084	31	26	only	only	ADV
spir-9084	31	27	because	because	SCONJ
spir-9084	31	28	of	of	ADP
spir-9084	31	29	cultural	cultural	ADJ
spir-9084	31	30	differences	difference	NOUN
spir-9084	31	31	but	but	CCONJ
spir-9084	31	32	also	also	ADV
spir-9084	31	33	because	because	SCONJ
spir-9084	31	34	of	of	ADP
spir-9084	31	35	the	the	DET
spir-9084	31	36	linguistic	linguistic	ADJ
spir-9084	31	37	features	feature	NOUN
spir-9084	31	38	of	of	ADP
spir-9084	31	39	the	the	DET
spir-9084	31	40	language	language	NOUN
spir-9084	31	41	itself	itself	PRON
spir-9084	31	42	(	(	PUNCT
spir-9084	31	43	e.g.	e.g.	ADV
spir-9084	31	44	,	,	PUNCT
spir-9084	31	45	its	its	PRON
spir-9084	31	46	orthographic	orthographic	ADJ
spir-9084	31	47	underspecification	underspecification	NOUN
spir-9084	31	48	)	)	PUNCT
spir-9084	31	49	.	.	PUNCT
spir-9084	32	1	the	the	DET
spir-9084	32	2	finding	finding	NOUN
spir-9084	32	3	that	that	SCONJ
spir-9084	32	4	the	the	DET
spir-9084	32	5	majority	majority	NOUN
spir-9084	32	6	of	of	ADP
spir-9084	32	7	tweets	tweet	NOUN
spir-9084	32	8	are	be	AUX
spir-9084	32	9	in	in	ADP
spir-9084	32	10	msa	msa	PROPN
spir-9084	32	11	is	be	AUX
spir-9084	32	12	equally	equally	ADV
spir-9084	32	13	surprising	surprising	ADJ
spir-9084	32	14	.	.	PUNCT
spir-9084	33	1	this	this	DET
spir-9084	33	2	specific	specific	ADJ
spir-9084	33	3	language	language	NOUN
spir-9084	33	4	variety	variety	NOUN
spir-9084	33	5	distribution	distribution	NOUN
spir-9084	33	6	is	be	AUX
spir-9084	33	7	perhaps	perhaps	ADV
spir-9084	33	8	due	due	ADP
spir-9084	33	9	to	to	ADP
spir-9084	33	10	the	the	DET
spir-9084	33	11	fact	fact	NOUN
spir-9084	33	12	that	that	SCONJ
spir-9084	33	13	several	several	ADJ
spir-9084	33	14	news	news	NOUN
spir-9084	33	15	organizations	organization	NOUN
spir-9084	33	16	use	use	VERB
spir-9084	33	17	twitter	twitter	NOUN
spir-9084	33	18	to	to	PART
spir-9084	33	19	post	post	VERB
spir-9084	33	20	headlines	headline	NOUN
spir-9084	33	21	of	of	ADP
spir-9084	33	22	their	their	PRON
spir-9084	33	23	news	news	NOUN
spir-9084	33	24	stories	story	NOUN
spir-9084	33	25	.	.	PUNCT
spir-9084	34	1	in	in	ADP
spir-9084	34	2	addition	addition	NOUN
spir-9084	34	3	,	,	PUNCT
spir-9084	34	4	many	many	ADJ
spir-9084	34	5	news	news	NOUN
spir-9084	34	6	anchors	anchor	NOUN
spir-9084	34	7	and	and	CCONJ
spir-9084	34	8	highly	highly	ADV
spir-9084	34	9	educated	educate	VERB
spir-9084	34	10	individuals	individual	NOUN
spir-9084	34	11	are	be	AUX
spir-9084	34	12	among	among	ADP
spir-9084	34	13	the	the	DET
spir-9084	34	14	arabic	arabic	ADJ
spir-9084	34	15	twitter	twitter	NOUN
spir-9084	34	16	users	user	NOUN
spir-9084	34	17	.	.	PUNCT
spir-9084	35	1	the	the	DET
spir-9084	35	2	finding	finding	NOUN
spir-9084	35	3	that	that	SCONJ
spir-9084	35	4	more	more	ADV
spir-9084	35	5	positive	positive	ADJ
spir-9084	35	6	than	than	ADP
spir-9084	35	7	negative	negative	ADJ
spir-9084	35	8	tweets	tweet	NOUN
spir-9084	35	9	are	be	AUX
spir-9084	35	10	posted	post	VERB
spir-9084	35	11	shows	show	NOUN
spir-9084	35	12	that	that	SCONJ
spir-9084	35	13	twitter	twitter	NOUN
spir-9084	35	14	is	be	AUX
spir-9084	35	15	different	different	ADJ
spir-9084	35	16	from	from	ADP
spir-9084	35	17	e.g.	e.g.	ADV
spir-9084	35	18	,	,	PUNCT
spir-9084	35	19	listserves	listserve	NOUN
spir-9084	35	20	(	(	PUNCT
spir-9084	35	21	thompsen	thompsen	PROPN
spir-9084	35	22	&	&	CCONJ
spir-9084	35	23	ahn	ahn	PROPN
spir-9084	35	24	,	,	PUNCT
spir-9084	35	25	1992	1992	NUM
spir-9084	35	26	)	)	PUNCT
spir-9084	35	27	where	where	SCONJ
spir-9084	35	28	users	user	NOUN
spir-9084	35	29	are	be	AUX
spir-9084	35	30	less	less	ADV
spir-9084	35	31	likely	likely	ADJ
spir-9084	35	32	to	to	PART
spir-9084	35	33	know	know	VERB
spir-9084	35	34	one	one	NUM
spir-9084	35	35	another	another	DET
spir-9084	35	36	.	.	PUNCT
spir-9084	36	1	the	the	DET
spir-9084	36	2	more	more	ADV
spir-9084	36	3	negative	negative	ADJ
spir-9084	36	4	use	use	NOUN
spir-9084	36	5	of	of	ADP
spir-9084	36	6	the	the	DET
spir-9084	36	7	tasc	tasc	NOUN
spir-9084	36	8	is	be	AUX
spir-9084	36	9	indicative	indicative	ADJ
spir-9084	36	10	of	of	ADP
spir-9084	36	11	the	the	DET
spir-9084	36	12	employment	employment	NOUN
spir-9084	36	13	of	of	ADP
spir-9084	36	14	the	the	DET
spir-9084	36	15	twitter	twitter	NOUN
spir-9084	36	16	medium	medium	NOUN
spir-9084	36	17	for	for	ADP
spir-9084	36	18	argumentative	argumentative	ADJ
spir-9084	36	19	causes	cause	NOUN
spir-9084	36	20	(	(	PUNCT
spir-9084	36	21	e.g.	e.g.	ADV
spir-9084	36	22	,	,	PUNCT
spir-9084	36	23	causes	cause	VERB
spir-9084	36	24	characteristic	characteristic	ADJ
spir-9084	36	25	of	of	ADP
spir-9084	36	26	the	the	DET
spir-9084	36	27	arab	arab	ADJ
spir-9084	36	28	spring	spring	NOUN
spir-9084	36	29	)	)	PUNCT
spir-9084	36	30	.	.	PUNCT
spir-9084	37	1	the	the	DET
spir-9084	37	2	fact	fact	NOUN
spir-9084	37	3	that	that	SCONJ
spir-9084	37	4	cultural	cultural	ADJ
spir-9084	37	5	and	and	CCONJ
spir-9084	37	6	political	political	ADJ
spir-9084	37	7	tweets	tweet	NOUN
spir-9084	37	8	are	be	AUX
spir-9084	37	9	the	the	DET
spir-9084	37	10	most	most	ADV
spir-9084	37	11	frequent	frequent	ADJ
spir-9084	37	12	in	in	ADP
spir-9084	37	13	tac	tac	PROPN
spir-9084	37	14	indicates	indicate	VERB
spir-9084	37	15	that	that	SCONJ
spir-9084	37	16	arabic	arabic	ADJ
spir-9084	37	17	twitter	twitter	NOUN
spir-9084	37	18	users	user	NOUN
spir-9084	37	19	are	be	AUX
spir-9084	37	20	less	less	ADV
spir-9084	37	21	interested	interested	ADJ
spir-9084	37	22	in	in	ADP
spir-9084	37	23	personal	personal	ADJ
spir-9084	37	24	issues	issue	NOUN
spir-9084	37	25	than	than	SCONJ
spir-9084	37	26	they	they	PRON
spir-9084	37	27	are	be	AUX
spir-9084	37	28	in	in	ADP
spir-9084	37	29	community	community	NOUN
spir-9084	37	30	-	-	PUNCT
spir-9084	37	31	based	base	VERB
spir-9084	37	32	issues	issue	NOUN
spir-9084	37	33	.	.	PUNCT
spir-9084	38	1	this	this	DET
spir-9084	38	2	claim	claim	NOUN
spir-9084	38	3	can	can	AUX
spir-9084	38	4	perhaps	perhaps	ADV
spir-9084	38	5	be	be	AUX
spir-9084	38	6	accounted	account	VERB
spir-9084	38	7	for	for	ADP
spir-9084	38	8	by	by	ADP
spir-9084	38	9	the	the	DET
spir-9084	38	10	ongoing	ongoing	ADJ
spir-9084	38	11	revolutions	revolution	NOUN
spir-9084	38	12	in	in	ADP
spir-9084	38	13	the	the	DET
spir-9084	38	14	arab	arab	ADJ
spir-9084	38	15	world	world	NOUN
spir-9084	38	16	in	in	ADP
spir-9084	38	17	which	which	PRON
spir-9084	38	18	arabic	arabic	ADJ
spir-9084	38	19	twitter	twitter	NOUN
spir-9084	38	20	is	be	AUX
spir-9084	38	21	playing	play	VERB
spir-9084	38	22	a	a	DET
spir-9084	38	23	major	major	ADJ
spir-9084	38	24	role	role	NOUN
spir-9084	38	25	.	.	PUNCT
spir-9084	39	1	perhaps	perhaps	ADV
spir-9084	39	2	the	the	DET
spir-9084	39	3	period	period	NOUN
spir-9084	39	4	from	from	ADP
spir-9084	39	5	which	which	PRON
spir-9084	39	6	tac	tac	PROPN
spir-9084	39	7	was	be	AUX
spir-9084	39	8	collected	collect	VERB
spir-9084	39	9	can	can	AUX
spir-9084	39	10	be	be	AUX
spir-9084	39	11	viewed	view	VERB
spir-9084	39	12	as	as	ADP
spir-9084	39	13	setting	set	VERB
spir-9084	39	14	the	the	DET
spir-9084	39	15	stage	stage	NOUN
spir-9084	39	16	for	for	ADP
spir-9084	39	17	the	the	DET
spir-9084	39	18	revolutions	revolution	NOUN
spir-9084	39	19	.	.	PUNCT
spir-9084	40	1	the	the	DET
spir-9084	40	2	more	more	ADV
spir-9084	40	3	political	political	ADJ
spir-9084	40	4	content	content	NOUN
spir-9084	40	5	and	and	CCONJ
spir-9084	40	6	the	the	DET
spir-9084	40	7	heightened	heighten	VERB
spir-9084	40	8	proportion	proportion	NOUN
spir-9084	40	9	of	of	ADP
spir-9084	40	10	dialects	dialect	NOUN
spir-9084	40	11	representing	represent	VERB
spir-9084	40	12	regions	region	NOUN
spir-9084	40	13	with	with	ADP
spir-9084	40	14	political	political	ADJ
spir-9084	40	15	changes	change	NOUN
spir-9084	40	16	in	in	ADP
spir-9084	40	17	tasc	tasc	PROPN
spir-9084	40	18	are	be	AUX
spir-9084	40	19	intuitive	intuitive	ADJ
spir-9084	40	20	yet	yet	CCONJ
spir-9084	40	21	illustrative	illustrative	ADJ
spir-9084	40	22	results	result	NOUN
spir-9084	40	23	,	,	PUNCT
spir-9084	40	24	which	which	PRON
spir-9084	40	25	show	show	VERB
spir-9084	40	26	the	the	DET
spir-9084	40	27	role	role	NOUN
spir-9084	40	28	that	that	PRON
spir-9084	40	29	social	social	ADJ
spir-9084	40	30	media	medium	NOUN
spir-9084	40	31	in	in	ADP
spir-9084	40	32	general	general	ADJ
spir-9084	40	33	,	,	PUNCT
spir-9084	40	34	and	and	CCONJ
spir-9084	40	35	twitter	twitter	NOUN
spir-9084	40	36	in	in	ADP
spir-9084	40	37	particular	particular	ADJ
spir-9084	40	38	,	,	PUNCT
spir-9084	40	39	has	have	AUX
spir-9084	40	40	been	be	AUX
spir-9084	40	41	playing	play	VERB
spir-9084	40	42	in	in	ADP
spir-9084	40	43	the	the	DET
spir-9084	40	44	arab	arab	ADJ
spir-9084	40	45	spring	spring	NOUN
spir-9084	40	46	.	.	PUNCT
spir-9084	41	1	twitter	twitter	NOUN
spir-9084	41	2	 	 	SPACE
spir-9084	41	3	in	in	ADP
spir-9084	41	4	 	 	SPACE
spir-9084	41	5	the	the	DET
spir-9084	41	6	 	 	SPACE
spir-9084	41	7	context	context	NOUN
spir-9084	41	8	 	 	SPACE
spir-9084	41	9	of	of	ADP
spir-9084	41	10	 	 	SPACE
spir-9084	41	11	the	the	DET
spir-9084	41	12	 	 	SPACE
spir-9084	41	13	arab	arab	ADJ
spir-9084	41	14	 	 	SPACE
spir-9084	41	15	spring	spring	NOUN
spir-9084	41	16	    	    	SPACE
spir-9084	41	17	3	3	NUM
spir-9084	41	18	  	  	SPACE
spir-9084	41	19	sources	source	NOUN
spir-9084	41	20	bauer	bauer	NOUN
spir-9084	41	21	,	,	PUNCT
spir-9084	41	22	m.	m.	NOUN
spir-9084	41	23	(	(	PUNCT
spir-9084	41	24	2000	2000	NUM
spir-9084	41	25	)	)	PUNCT
spir-9084	41	26	.	.	PUNCT
spir-9084	42	1	classical	classical	ADJ
spir-9084	42	2	content	content	NOUN
spir-9084	42	3	analysis	analysis	NOUN
spir-9084	42	4	.	.	PUNCT
spir-9084	43	1	in	in	ADP
spir-9084	43	2	m.	m.	PROPN
spir-9084	43	3	bauer	bauer	PROPN
spir-9084	43	4	&	&	CCONJ
spir-9084	43	5	g.	g.	PROPN
spir-9084	43	6	gaskell	gaskell	PROPN
spir-9084	43	7	(	(	PUNCT
spir-9084	43	8	eds	ed	NOUN
spir-9084	43	9	.	.	PUNCT
spir-9084	43	10	)	)	PUNCT
spir-9084	43	11	,	,	PUNCT
spir-9084	43	12	qualitative	qualitative	NOUN
spir-9084	43	13	researching	research	VERB
spir-9084	43	14	with	with	ADP
spir-9084	43	15	text	text	NOUN
spir-9084	43	16	,	,	PUNCT
spir-9084	43	17	image	image	NOUN
spir-9084	43	18	and	and	CCONJ
spir-9084	43	19	sound	sound	NOUN
spir-9084	43	20	(	(	PUNCT
spir-9084	43	21	pp	pp	ADJ
spir-9084	43	22	.	.	PUNCT
spir-9084	44	1	131	131	NUM
spir-9084	44	2	-	-	SYM
spir-9084	44	3	151	151	NUM
spir-9084	44	4	)	)	PUNCT
spir-9084	44	5	.	.	PUNCT
spir-9084	45	1	thousand	thousand	NUM
spir-9084	45	2	oaks	oak	NOUN
spir-9084	45	3	,	,	PUNCT
spir-9084	45	4	ca	can	AUX
spir-9084	45	5	:	:	PUNCT
spir-9084	45	6	sage	sage	VERB
spir-9084	45	7	.	.	PUNCT
spir-9084	46	1	abdul	abdul	PROPN
spir-9084	46	2	-	-	PUNCT
spir-9084	46	3	mageed	mageed	NOUN
spir-9084	46	4	,	,	PUNCT
spir-9084	46	5	m.	m.	NOUN
spir-9084	46	6	,	,	PUNCT
spir-9084	46	7	albogmi	albogmi	PROPN
spir-9084	46	8	,	,	PUNCT
spir-9084	46	9	h.	h.	PROPN
spir-9084	46	10	(	(	PUNCT
spir-9084	46	11	2011	2011	NUM
spir-9084	46	12	)	)	PUNCT
spir-9084	46	13	.	.	PUNCT
spir-9084	47	1	taghreed	taghreed	NOUN
spir-9084	47	2	?	?	PUNCT
spir-9084	47	3	:	:	PUNCT
spir-9084	47	4	what	what	PRON
spir-9084	47	5	arabs	arab	NOUN
spir-9084	47	6	say	say	VERB
spir-9084	47	7	on	on	ADP
spir-9084	47	8	twitter	twitter	NOUN
spir-9084	47	9	and	and	CCONJ
spir-9084	47	10	how	how	SCONJ
spir-9084	47	11	they	they	PRON
spir-9084	47	12	say	say	VERB
spir-9084	47	13	it	it	PRON
spir-9084	47	14	.	.	PUNCT
spir-9084	48	1	paper	paper	NOUN
spir-9084	48	2	presented	present	VERB
spir-9084	48	3	at	at	ADP
spir-9084	48	4	the	the	DET
spir-9084	48	5	georgetown	georgetown	PROPN
spir-9084	48	6	university	university	PROPN
spir-9084	48	7	round	round	NOUN
spir-9084	48	8	table	table	NOUN
spir-9084	48	9	on	on	ADP
spir-9084	48	10	languages	language	NOUN
spir-9084	48	11	and	and	CCONJ
spir-9084	48	12	linguistics	linguistic	NOUN
spir-9084	48	13	(	(	PUNCT
spir-9084	48	14	gurt2011	gurt2011	PROPN
spir-9084	48	15	):	):	PUNCT
spir-9084	48	16	language	language	NOUN
spir-9084	48	17	and	and	CCONJ
spir-9084	48	18	new	new	ADJ
spir-9084	48	19	media	medium	NOUN
spir-9084	48	20	:	:	PUNCT
spir-9084	48	21	discourse	discourse	NOUN
spir-9084	48	22	2.0	2.0	NUM
spir-9084	48	23	,	,	PUNCT
spir-9084	48	24	march	march	PROPN
spir-9084	48	25	9	9	NUM
spir-9084	48	26	-	-	SYM
spir-9084	48	27	12	12	NUM
spir-9084	48	28	,	,	PUNCT
spir-9084	48	29	washington	washington	PROPN
spir-9084	48	30	dc	dc	PROPN
spir-9084	48	31	,	,	PUNCT
spir-9084	48	32	usa	usa	PROPN
spir-9084	48	33	.	.	PROPN
spir-9084	48	34	abdul	abdul	PROPN
spir-9084	48	35	-	-	PUNCT
spir-9084	48	36	mageed	mageed	NOUN
spir-9084	48	37	,	,	PUNCT
spir-9084	48	38	m.	m.	NOUN
spir-9084	48	39	,	,	PUNCT
spir-9084	48	40	albogmi	albogmi	PROPN
spir-9084	48	41	,	,	PUNCT
spir-9084	48	42	h.	h.	PROPN
spir-9084	48	43	,	,	PUNCT
spir-9084	48	44	gerrio	gerrio	PROPN
spir-9084	48	45	,	,	PUNCT
spir-9084	48	46	a.	a.	PROPN
spir-9084	48	47	,	,	PUNCT
spir-9084	48	48	hamed	hamed	PROPN
spir-9084	48	49	,	,	PUNCT
spir-9084	48	50	e.	e.	PROPN
spir-9084	48	51	,	,	PUNCT
spir-9084	48	52	&	&	CCONJ
spir-9084	48	53	aldibasi	aldibasi	PROPN
spir-9084	48	54	,	,	PUNCT
spir-9084	48	55	o.	o.	PROPN
spir-9084	48	56	(	(	PUNCT
spir-9084	48	57	2011	2011	NUM
spir-9084	48	58	)	)	PUNCT
spir-9084	48	59	.	.	PUNCT
spir-9084	49	1	tweeting	tweet	VERB
spir-9084	49	2	in	in	ADP
spir-9084	49	3	arabic	arabic	ADJ
spir-9084	49	4	:	:	PUNCT
spir-9084	49	5	what	what	PRON
spir-9084	49	6	,	,	PUNCT
spir-9084	49	7	how	how	SCONJ
spir-9084	49	8	and	and	CCONJ
spir-9084	49	9	whither	whither	NOUN
spir-9084	49	10	.	.	PUNCT
spir-9084	50	1	paper	paper	NOUN
spir-9084	50	2	presented	present	VERB
spir-9084	50	3	at	at	ADP
spir-9084	50	4	the	the	DET
spir-9084	50	5	12th	12th	ADJ
spir-9084	50	6	annual	annual	ADJ
spir-9084	50	7	conference	conference	NOUN
spir-9084	50	8	of	of	ADP
spir-9084	50	9	the	the	DET
spir-9084	50	10	association	association	NOUN
spir-9084	50	11	of	of	ADP
spir-9084	50	12	internet	internet	NOUN
spir-9084	50	13	researchers	researcher	NOUN
spir-9084	50	14	(	(	PUNCT
spir-9084	50	15	internet	internet	NOUN
spir-9084	50	16	research	research	NOUN
spir-9084	50	17	12.0	12.0	NUM
spir-9084	50	18	–	–	PUNCT
spir-9084	50	19	performance	performance	NOUN
spir-9084	50	20	and	and	CCONJ
spir-9084	50	21	participation	participation	NOUN
spir-9084	50	22	)	)	PUNCT
spir-9084	50	23	,	,	PUNCT
spir-9084	50	24	october	october	PROPN
spir-9084	50	25	1013	1013	NUM
spir-9084	50	26	,	,	PUNCT
spir-9084	50	27	washington	washington	PROPN
spir-9084	50	28	,	,	PUNCT
spir-9084	50	29	seattle	seattle	PROPN
spir-9084	50	30	,	,	PUNCT
spir-9084	50	31	usa	usa	PROPN
spir-9084	50	32	.	.	PROPN
spir-9084	50	33	abdul	abdul	PROPN
spir-9084	50	34	-	-	PUNCT
spir-9084	50	35	mageed	mageed	NOUN
spir-9084	50	36	,	,	PUNCT
spir-9084	50	37	m.	m.	NOUN
spir-9084	50	38	,	,	PUNCT
spir-9084	50	39	&	&	CCONJ
spir-9084	50	40	abu	abu	PROPN
spir-9084	50	41	mostafa	mostafa	PROPN
spir-9084	50	42	,	,	PUNCT
spir-9084	50	43	h.	h.	PROPN
spir-9084	50	44	(	(	PUNCT
spir-9084	50	45	2012	2012	NUM
spir-9084	50	46	)	)	PUNCT
spir-9084	50	47	.	.	PUNCT
spir-9084	51	1	linguistic	linguistic	ADJ
spir-9084	51	2	features	feature	NOUN
spir-9084	51	3	,	,	PUNCT
spir-9084	51	4	language	language	NOUN
spir-9084	51	5	variety	variety	NOUN
spir-9084	51	6	,	,	PUNCT
spir-9084	51	7	and	and	CCONJ
spir-9084	51	8	sentiment	sentiment	NOUN
spir-9084	51	9	in	in	ADP
spir-9084	51	10	online	online	ADJ
spir-9084	51	11	arabic	arabic	ADJ
spir-9084	51	12	.	.	PUNCT
spir-9084	52	1	pragmatics	pragmatic	NOUN
spir-9084	52	2	festival	festival	PROPN
spir-9084	52	3	,	,	PUNCT
spir-9084	52	4	april	april	PROPN
spir-9084	52	5	19	19	NUM
spir-9084	52	6	-	-	SYM
spir-9084	52	7	21	21	NUM
spir-9084	52	8	,	,	PUNCT
spir-9084	52	9	indiana	indiana	PROPN
spir-9084	52	10	university	university	PROPN
spir-9084	52	11	,	,	PUNCT
spir-9084	52	12	bloomington	bloomington	PROPN
spir-9084	52	13	,	,	PUNCT
spir-9084	52	14	usa	usa	PROPN
spir-9084	52	15	.	.	PROPN
spir-9084	52	16	abdul	abdul	PROPN
spir-9084	52	17	-	-	PUNCT
spir-9084	52	18	mageed	mageed	NOUN
spir-9084	52	19	,	,	PUNCT
spir-9084	52	20	m.	m.	NOUN
spir-9084	52	21	(	(	PUNCT
spir-9084	52	22	2013	2013	NUM
spir-9084	52	23	)	)	PUNCT
spir-9084	52	24	.	.	PUNCT
spir-9084	53	1	social	social	ADJ
spir-9084	53	2	media	medium	NOUN
spir-9084	53	3	arabic	arabic	ADJ
spir-9084	53	4	.	.	PUNCT
spir-9084	54	1	paper	paper	NOUN
spir-9084	54	2	presented	present	VERB
spir-9084	54	3	at	at	ADP
spir-9084	54	4	the	the	DET
spir-9084	54	5	27th	27th	ADJ
spir-9084	54	6	annual	annual	ADJ
spir-9084	54	7	symposium	symposium	NOUN
spir-9084	54	8	on	on	ADP
spir-9084	54	9	arabic	arabic	ADJ
spir-9084	54	10	linguistics	linguistic	NOUN
spir-9084	54	11	,	,	PUNCT
spir-9084	54	12	feb	feb	PROPN
spir-9084	54	13	.	.	PROPN
spir-9084	54	14	28	28	NUM
spir-9084	54	15	march	march	PROPN
spir-9084	54	16	2	2	NUM
spir-9084	54	17	,	,	PUNCT
spir-9084	54	18	indiana	indiana	PROPN
spir-9084	54	19	university	university	PROPN
spir-9084	54	20	,	,	PUNCT
spir-9084	54	21	bloomington	bloomington	PROPN
spir-9084	54	22	,	,	PUNCT
spir-9084	54	23	in	in	ADP
spir-9084	54	24	,	,	PUNCT
spir-9084	54	25	usa	usa	PROPN
spir-9084	54	26	.	.	PROPN
spir-9084	54	27	mcenery	mcenery	PROPN
spir-9084	54	28	,	,	PUNCT
spir-9084	54	29	t.	t.	PROPN
spir-9084	54	30	,	,	PUNCT
spir-9084	54	31	&	&	CCONJ
spir-9084	54	32	wilson	wilson	PROPN
spir-9084	54	33	,	,	PUNCT
spir-9084	54	34	a.	a.	PROPN
spir-9084	54	35	(	(	PUNCT
spir-9084	54	36	2001	2001	NUM
spir-9084	54	37	)	)	PUNCT
spir-9084	54	38	.	.	PUNCT
spir-9084	55	1	corpus	corpus	PROPN
spir-9084	55	2	linguistics	linguistic	NOUN
spir-9084	55	3	(	(	PUNCT
spir-9084	55	4	vol	vol	NOUN
spir-9084	55	5	.	.	NOUN
spir-9084	55	6	1	1	NUM
spir-9084	55	7	)	)	PUNCT
spir-9084	55	8	.	.	PUNCT
spir-9084	56	1	edinburgh	edinburgh	PROPN
spir-9084	56	2	.	.	PUNCT
spir-9084	57	1	petrovic	petrovic	PROPN
spir-9084	57	2	,	,	PUNCT
spir-9084	57	3	s.	s.	PROPN
spir-9084	57	4	,	,	PUNCT
spir-9084	57	5	osborne	osborne	PROPN
spir-9084	57	6	,	,	PUNCT
spir-9084	57	7	m.	m.	NOUN
spir-9084	57	8	,	,	PUNCT
spir-9084	57	9	&	&	CCONJ
spir-9084	57	10	lavrenko	lavrenko	PROPN
spir-9084	57	11	,	,	PUNCT
spir-9084	57	12	v.	v.	PROPN
spir-9084	57	13	(	(	PUNCT
spir-9084	57	14	2010	2010	NUM
spir-9084	57	15	,	,	PUNCT
spir-9084	57	16	june	june	PROPN
spir-9084	57	17	)	)	PUNCT
spir-9084	57	18	.	.	PUNCT
spir-9084	58	1	the	the	DET
spir-9084	58	2	edinburgh	edinburgh	PROPN
spir-9084	58	3	twitter	twitter	PROPN
spir-9084	58	4	corpus	corpus	PROPN
spir-9084	58	5	.	.	PUNCT
spir-9084	59	1	in	in	ADP
spir-9084	59	2	proceedings	proceeding	NOUN
spir-9084	59	3	of	of	ADP
spir-9084	59	4	the	the	DET
spir-9084	59	5	naacl	naacl	PROPN
spir-9084	59	6	hlt	hlt	PROPN
spir-9084	59	7	2010	2010	NUM
spir-9084	59	8	workshop	workshop	NOUN
spir-9084	59	9	on	on	ADP
spir-9084	59	10	computational	computational	ADJ
spir-9084	59	11	linguistics	linguistic	NOUN
spir-9084	59	12	in	in	ADP
spir-9084	59	13	a	a	DET
spir-9084	59	14	world	world	NOUN
spir-9084	59	15	of	of	ADP
spir-9084	59	16	social	social	ADJ
spir-9084	59	17	media	medium	NOUN
spir-9084	59	18	(	(	PUNCT
spir-9084	59	19	pp	pp	ADJ
spir-9084	59	20	.	.	PUNCT
spir-9084	60	1	25	25	NUM
spir-9084	60	2	-	-	SYM
spir-9084	60	3	26	26	NUM
spir-9084	60	4	)	)	PUNCT
spir-9084	60	5	.	.	PUNCT
spir-9084	61	1	thompsen	thompsen	PROPN
spir-9084	61	2	,	,	PUNCT
spir-9084	61	3	p.a	p.a	PROPN
spir-9084	61	4	.	.	PROPN
spir-9084	61	5	,	,	PUNCT
spir-9084	61	6	&	&	CCONJ
spir-9084	61	7	ahn	ahn	PROPN
spir-9084	61	8	,	,	PUNCT
spir-9084	61	9	d.k	d.k	PROPN
spir-9084	61	10	.	.	PROPN
spir-9084	61	11	(	(	PUNCT
spir-9084	61	12	1992	1992	NUM
spir-9084	61	13	)	)	PUNCT
spir-9084	61	14	.	.	PUNCT
spir-9084	62	1	‘	'	PUNCT
spir-9084	62	2	to	to	PART
spir-9084	62	3	be	be	AUX
spir-9084	62	4	or	or	CCONJ
spir-9084	62	5	not	not	PART
spir-9084	62	6	to	to	PART
spir-9084	62	7	be	be	AUX
spir-9084	62	8	:	:	PUNCT
spir-9084	62	9	an	an	DET
spir-9084	62	10	exploration	exploration	NOUN
spir-9084	62	11	of	of	ADP
spir-9084	62	12	e	e	NOUN
spir-9084	62	13	-	-	NOUN
spir-9084	62	14	prime	prime	ADJ
spir-9084	62	15	,	,	PUNCT
spir-9084	62	16	copula	copula	NOUN
spir-9084	62	17	deletion	deletion	NOUN
spir-9084	62	18	and	and	CCONJ
spir-9084	62	19	flaming	flame	VERB
spir-9084	62	20	in	in	ADP
spir-9084	62	21	electronic	electronic	ADJ
spir-9084	62	22	mail	mail	NOUN
spir-9084	62	23	.	.	PUNCT
spir-9084	62	24	’	'	PUNCT
spir-9084	63	1	,	,	PUNCT
spir-9084	63	2	et	et	NOUN
spir-9084	63	3	cetera	cetera	NOUN
spir-9084	63	4	:	:	PUNCT
spir-9084	63	5	a	a	DET
spir-9084	63	6	review	review	NOUN
spir-9084	63	7	of	of	ADP
spir-9084	63	8	general	general	ADJ
spir-9084	63	9	semantics	semantic	NOUN
spir-9084	63	10	,	,	PUNCT
spir-9084	63	11	49	49	NUM
spir-9084	63	12	,	,	PUNCT
spir-9084	63	13	146–164	146–164	NUM
spir-9084	63	14	.	.	PUNCT