id	sid	tid	token	lemma	pos
spir-10073	1	1	selected	select	VERB
spir-10073	1	2	papers	paper	NOUN
spir-10073	1	3	of	of	ADP
spir-10073	1	4	#	#	SYM
spir-10073	1	5	aoir2017	aoir2017	NOUN
spir-10073	1	6	:	:	PUNCT
spir-10073	1	7	the	the	DET
spir-10073	1	8	18	18	NUM
spir-10073	1	9	th	th	X
spir-10073	1	10	annual	annual	ADJ
spir-10073	1	11	conference	conference	NOUN
spir-10073	1	12	of	of	ADP
spir-10073	1	13	the	the	DET
spir-10073	1	14	association	association	NOUN
spir-10073	1	15	of	of	ADP
spir-10073	1	16	internet	internet	NOUN
spir-10073	1	17	researchers	researcher	NOUN
spir-10073	1	18	tartu	tartu	PROPN
spir-10073	1	19	,	,	PUNCT
spir-10073	1	20	estonia	estonia	PROPN
spir-10073	1	21	/	/	SYM
spir-10073	1	22	18	18	NUM
spir-10073	1	23	-	-	SYM
spir-10073	1	24	21	21	NUM
spir-10073	1	25	october	october	PROPN
spir-10073	1	26	2017	2017	NUM
spir-10073	1	27	suggested	suggest	VERB
spir-10073	1	28	citation	citation	NOUN
spir-10073	1	29	(	(	PUNCT
spir-10073	1	30	apa	apa	PROPN
spir-10073	1	31	):	):	PUNCT
spir-10073	1	32	koltsova	koltsova	PROPN
spir-10073	1	33	o.	o.	PROPN
spir-10073	1	34	,	,	PUNCT
spir-10073	1	35	koltcov	koltcov	PROPN
spir-10073	1	36	s.	s.	PROPN
spir-10073	1	37	,	,	PUNCT
spir-10073	1	38	nikolenko	nikolenko	PROPN
spir-10073	1	39	s.	s.	PROPN
spir-10073	1	40	,	,	PUNCT
spir-10073	1	41	alexeeva	alexeeva	PROPN
spir-10073	1	42	s.	s.	PROPN
spir-10073	1	43	,	,	PUNCT
spir-10073	1	44	nagornyy	nagornyy	NOUN
spir-10073	1	45	o.	o.	PROPN
spir-10073	1	46	(	(	PUNCT
spir-10073	1	47	2017	2017	NUM
spir-10073	1	48	,	,	PUNCT
spir-10073	1	49	october	october	PROPN
spir-10073	1	50	18	18	NUM
spir-10073	1	51	-	-	SYM
spir-10073	1	52	21	21	NUM
spir-10073	1	53	)	)	PUNCT
spir-10073	1	54	.	.	PUNCT
spir-10073	2	1	finding	find	VERB
spir-10073	2	2	and	and	CCONJ
spir-10073	2	3	analyzing	analyze	VERB
spir-10073	2	4	judgements	judgement	NOUN
spir-10073	2	5	on	on	ADP
spir-10073	2	6	ethnicity	ethnicity	NOUN
spir-10073	2	7	in	in	ADP
spir-10073	2	8	the	the	DET
spir-10073	2	9	russian	russian	ADJ
spir-10073	2	10	-	-	PUNCT
spir-10073	2	11	kanguage	kanguage	NOUN
spir-10073	2	12	social	social	ADJ
spir-10073	2	13	media	medium	NOUN
spir-10073	2	14	.	.	PUNCT
spir-10073	3	1	paper	paper	NOUN
spir-10073	3	2	presented	present	VERB
spir-10073	3	3	at	at	ADP
spir-10073	3	4	aoir	aoir	NOUN
spir-10073	3	5	2017	2017	NUM
spir-10073	3	6	:	:	PUNCT
spir-10073	3	7	the	the	DET
spir-10073	3	8	18	18	NUM
spir-10073	3	9	th	th	X
spir-10073	3	10	annual	annual	ADJ
spir-10073	3	11	conference	conference	NOUN
spir-10073	3	12	of	of	ADP
spir-10073	3	13	the	the	DET
spir-10073	3	14	association	association	NOUN
spir-10073	3	15	of	of	ADP
spir-10073	3	16	internet	internet	NOUN
spir-10073	3	17	researchers	researcher	NOUN
spir-10073	3	18	.	.	PUNCT
spir-10073	4	1	tartu	tartu	PROPN
spir-10073	4	2	,	,	PUNCT
spir-10073	4	3	estonia	estonia	PROPN
spir-10073	4	4	:	:	PUNCT
spir-10073	4	5	aoir	aoir	NOUN
spir-10073	4	6	.	.	PUNCT
spir-10073	4	7	retrieved	retrieve	VERB
spir-10073	4	8	from	from	ADP
spir-10073	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-10073	4	10	.	.	PUNCT
spir-10073	5	1	finding	find	VERB
spir-10073	5	2	and	and	CCONJ
spir-10073	5	3	analyzing	analyze	VERB
spir-10073	5	4	judgements	judgement	NOUN
spir-10073	5	5	on	on	ADP
spir-10073	5	6	ethnicity	ethnicity	NOUN
spir-10073	5	7	in	in	ADP
spir-10073	5	8	the	the	DET
spir-10073	5	9	russian	russian	ADJ
spir-10073	5	10	-	-	PUNCT
spir-10073	5	11	language	language	NOUN
spir-10073	5	12	social	social	ADJ
spir-10073	5	13	media	medium	NOUN
spir-10073	5	14	olessia	olessia	PROPN
spir-10073	5	15	koltsova	koltsova	PROPN
spir-10073	5	16	national	national	PROPN
spir-10073	5	17	university	university	PROPN
spir-10073	5	18	higher	high	ADJ
spir-10073	5	19	school	school	NOUN
spir-10073	5	20	of	of	ADP
spir-10073	5	21	economics	economics	PROPN
spir-10073	5	22	sergei	sergei	PROPN
spir-10073	5	23	koltcov	koltcov	PROPN
spir-10073	5	24	national	national	PROPN
spir-10073	5	25	university	university	PROPN
spir-10073	5	26	higher	high	ADJ
spir-10073	5	27	school	school	NOUN
spir-10073	5	28	of	of	ADP
spir-10073	5	29	economics	economics	PROPN
spir-10073	5	30	sergey	sergey	PROPN
spir-10073	5	31	nikolenko	nikolenko	PROPN
spir-10073	5	32	steklov	steklov	PROPN
spir-10073	5	33	mathematical	mathematical	PROPN
spir-10073	5	34	institute	institute	PROPN
spir-10073	5	35	,	,	PUNCT
spir-10073	5	36	russian	russian	PROPN
spir-10073	5	37	academy	academy	PROPN
spir-10073	5	38	of	of	ADP
spir-10073	5	39	sciences	sciences	PROPN
spir-10073	5	40	national	national	PROPN
spir-10073	5	41	university	university	PROPN
spir-10073	5	42	higher	high	ADJ
spir-10073	5	43	school	school	NOUN
spir-10073	5	44	of	of	ADP
spir-10073	5	45	economics	economics	PROPN
spir-10073	5	46	svetlana	svetlana	PROPN
spir-10073	5	47	alexeeva	alexeeva	PROPN
spir-10073	5	48	st.petersburg	st.petersburg	PROPN
spir-10073	5	49	state	state	PROPN
spir-10073	5	50	university	university	PROPN
spir-10073	5	51	national	national	PROPN
spir-10073	5	52	university	university	PROPN
spir-10073	5	53	higher	high	ADJ
spir-10073	5	54	school	school	NOUN
spir-10073	5	55	of	of	ADP
spir-10073	5	56	economics	economics	PROPN
spir-10073	5	57	oleg	oleg	PROPN
spir-10073	5	58	nagornyy	nagornyy	PROPN
spir-10073	5	59	national	national	PROPN
spir-10073	5	60	university	university	PROPN
spir-10073	5	61	higher	high	ADJ
spir-10073	5	62	school	school	NOUN
spir-10073	5	63	of	of	ADP
spir-10073	5	64	economics	economic	NOUN
spir-10073	5	65	introduction	introduction	NOUN
spir-10073	5	66	the	the	DET
spir-10073	5	67	ability	ability	NOUN
spir-10073	5	68	of	of	ADP
spir-10073	5	69	social	social	ADJ
spir-10073	5	70	media	medium	NOUN
spir-10073	5	71	to	to	PART
spir-10073	5	72	rapidly	rapidly	ADV
spir-10073	5	73	disseminate	disseminate	VERB
spir-10073	5	74	judgements	judgement	NOUN
spir-10073	5	75	on	on	ADP
spir-10073	5	76	ethnicity	ethnicity	NOUN
spir-10073	5	77	to	to	ADP
spir-10073	5	78	wide	wide	ADJ
spir-10073	5	79	publics	public	NOUN
spir-10073	5	80	and	and	CCONJ
spir-10073	5	81	to	to	PART
spir-10073	5	82	influence	influence	VERB
spir-10073	5	83	offline	offline	ADJ
spir-10073	5	84	inter	inter	ADJ
spir-10073	5	85	-	-	ADJ
spir-10073	5	86	ethnic	ethnic	ADJ
spir-10073	5	87	conflict	conflict	NOUN
spir-10073	5	88	(	(	PUNCT
spir-10073	5	89	chan	chan	PROPN
spir-10073	5	90	et	et	PROPN
spir-10073	5	91	al	al	PROPN
spir-10073	5	92	.	.	PROPN
spir-10073	5	93	2015	2015	NUM
spir-10073	5	94	)	)	PUNCT
spir-10073	5	95	creates	create	VERB
spir-10073	5	96	demand	demand	NOUN
spir-10073	5	97	for	for	ADP
spir-10073	5	98	the	the	DET
spir-10073	5	99	methods	method	NOUN
spir-10073	5	100	of	of	ADP
spir-10073	5	101	monitoring	monitoring	NOUN
spir-10073	5	102	of	of	ADP
spir-10073	5	103	ethnicity	ethnicity	NOUN
spir-10073	5	104	-	-	PUNCT
spir-10073	5	105	related	relate	VERB
spir-10073	5	106	online	online	ADJ
spir-10073	5	107	content	content	NOUN
spir-10073	5	108	,	,	PUNCT
spir-10073	5	109	in	in	ADP
spir-10073	5	110	particular	particular	ADJ
spir-10073	5	111	for	for	ADP
spir-10073	5	112	instruments	instrument	NOUN
spir-10073	5	113	of	of	ADP
spir-10073	5	114	its	its	PRON
spir-10073	5	115	automatic	automatic	ADJ
spir-10073	5	116	mining	mining	NOUN
spir-10073	5	117	from	from	ADP
spir-10073	5	118	large	large	ADJ
spir-10073	5	119	data	datum	NOUN
spir-10073	5	120	collections	collection	NOUN
spir-10073	5	121	(	(	PUNCT
spir-10073	5	122	burnap	burnap	PROPN
spir-10073	5	123	&	&	CCONJ
spir-10073	5	124	williams	williams	PROPN
spir-10073	5	125	2015	2015	NUM
spir-10073	5	126	)	)	PUNCT
spir-10073	5	127	.	.	PUNCT
spir-10073	6	1	in	in	ADP
spir-10073	6	2	this	this	DET
spir-10073	6	3	context	context	NOUN
spir-10073	6	4	,	,	PUNCT
spir-10073	6	5	russia	russia	PROPN
spir-10073	6	6	,	,	PUNCT
spir-10073	6	7	a	a	DET
spir-10073	6	8	multi	multi	ADJ
spir-10073	6	9	-	-	ADJ
spir-10073	6	10	ethnic	ethnic	ADJ
spir-10073	6	11	country	country	NOUN
spir-10073	6	12	with	with	ADP
spir-10073	6	13	a	a	DET
spir-10073	6	14	large	large	ADJ
spir-10073	6	15	migrant	migrant	ADJ
spir-10073	6	16	population	population	NOUN
spir-10073	6	17	,	,	PUNCT
spir-10073	6	18	has	have	AUX
spir-10073	6	19	received	receive	VERB
spir-10073	6	20	relatively	relatively	ADV
spir-10073	6	21	little	little	ADJ
spir-10073	6	22	attention	attention	NOUN
spir-10073	6	23	from	from	ADP
spir-10073	6	24	researchers	researcher	NOUN
spir-10073	6	25	(	(	PUNCT
spir-10073	6	26	bodrunova	bodrunova	X
spir-10073	6	27	et	et	PROPN
spir-10073	6	28	al	al	PROPN
spir-10073	6	29	2017	2017	NUM
spir-10073	6	30	;	;	PUNCT
spir-10073	6	31	bodrunova	bodrunova	PROPN
spir-10073	6	32	et	et	PROPN
spir-10073	6	33	al	al	PROPN
spir-10073	6	34	.	.	PROPN
spir-10073	6	35	2015	2015	NUM
spir-10073	6	36	)	)	PUNCT
spir-10073	6	37	.	.	PUNCT
spir-10073	7	1	in	in	ADP
spir-10073	7	2	this	this	DET
spir-10073	7	3	paper	paper	NOUN
spir-10073	7	4	we	we	PRON
spir-10073	7	5	seek	seek	VERB
spir-10073	7	6	to	to	PART
spir-10073	7	7	measure	measure	VERB
spir-10073	7	8	the	the	DET
spir-10073	7	9	overall	overall	ADJ
spir-10073	7	10	volume	volume	NOUN
spir-10073	7	11	of	of	ADP
spir-10073	7	12	ethnicity	ethnicity	NOUN
spir-10073	7	13	-	-	PUNCT
spir-10073	7	14	related	relate	VERB
spir-10073	7	15	discussion	discussion	NOUN
spir-10073	7	16	in	in	ADP
spir-10073	7	17	the	the	DET
spir-10073	7	18	russian	russian	ADJ
spir-10073	7	19	-	-	PUNCT
spir-10073	7	20	language	language	NOUN
spir-10073	7	21	social	social	ADJ
spir-10073	7	22	media	medium	NOUN
spir-10073	7	23	,	,	PUNCT
spir-10073	7	24	to	to	PART
spir-10073	7	25	compare	compare	VERB
spir-10073	7	26	public	public	ADJ
spir-10073	7	27	attention	attention	NOUN
spir-10073	7	28	to	to	ADP
spir-10073	7	29	different	different	ADJ
spir-10073	7	30	ethnic	ethnic	ADJ
spir-10073	7	31	groups	group	NOUN
spir-10073	7	32	,	,	PUNCT
spir-10073	7	33	and	and	CCONJ
spir-10073	7	34	to	to	PART
spir-10073	7	35	develop	develop	VERB
spir-10073	7	36	an	an	DET
spir-10073	7	37	approach	approach	NOUN
spir-10073	7	38	that	that	PRON
spir-10073	7	39	would	would	AUX
spir-10073	7	40	automatically	automatically	ADV
spir-10073	7	41	detect	detect	VERB
spir-10073	7	42	various	various	ADJ
spir-10073	7	43	aspects	aspect	NOUN
spir-10073	7	44	of	of	ADP
spir-10073	7	45	attitudes	attitude	NOUN
spir-10073	7	46	to	to	ADP
spir-10073	7	47	those	those	DET
spir-10073	7	48	ethnic	ethnic	ADJ
spir-10073	7	49	groups	group	NOUN
spir-10073	7	50	.	.	PUNCT
spir-10073	8	1	data	datum	NOUN
spir-10073	8	2	from	from	ADP
spir-10073	8	3	our	our	PRON
spir-10073	8	4	previous	previous	ADJ
spir-10073	8	5	research	research	NOUN
spir-10073	8	6	(	(	PUNCT
spir-10073	8	7	bodrunova	bodrunova	X
spir-10073	8	8	et	et	NOUN
spir-10073	8	9	al	al	PROPN
spir-10073	8	10	2017	2017	NUM
spir-10073	8	11	)	)	PUNCT
spir-10073	8	12	we	we	PRON
spir-10073	8	13	know	know	VERB
spir-10073	8	14	that	that	SCONJ
spir-10073	8	15	attention	attention	NOUN
spir-10073	8	16	to	to	ADP
spir-10073	8	17	in	in	ADP
spir-10073	8	18	-	-	PUNCT
spir-10073	8	19	russia	russia	NOUN
spir-10073	8	20	ethnicities	ethnicity	NOUN
spir-10073	8	21	is	be	AUX
spir-10073	8	22	much	much	ADV
spir-10073	8	23	lower	low	ADJ
spir-10073	8	24	than	than	ADP
spir-10073	8	25	that	that	PRON
spir-10073	8	26	to	to	ADP
spir-10073	8	27	nations	nation	NOUN
spir-10073	8	28	boasting	boast	VERB
spir-10073	8	29	of	of	ADP
spir-10073	8	30	global	global	ADJ
spir-10073	8	31	or	or	CCONJ
spir-10073	8	32	regional	regional	ADJ
spir-10073	8	33	influence	influence	NOUN
spir-10073	8	34	(	(	PUNCT
spir-10073	8	35	first	first	ADV
spir-10073	8	36	of	of	ADP
spir-10073	8	37	all	all	PRON
spir-10073	8	38	,	,	PUNCT
spir-10073	8	39	to	to	ADP
spir-10073	8	40	americans	americans	PROPN
spir-10073	8	41	,	,	PUNCT
spir-10073	8	42	germans	german	NOUN
spir-10073	8	43	,	,	PUNCT
spir-10073	8	44	ukrainians	ukrainians	PROPN
spir-10073	8	45	and	and	CCONJ
spir-10073	8	46	jews	jews	PROPN
spir-10073	8	47	,	,	PUNCT
spir-10073	8	48	but	but	CCONJ
spir-10073	8	49	also	also	ADV
spir-10073	8	50	to	to	ADP
spir-10073	8	51	many	many	ADJ
spir-10073	8	52	european	european	ADJ
spir-10073	8	53	nations	nation	NOUN
spir-10073	8	54	)	)	PUNCT
spir-10073	8	55	.	.	PUNCT
spir-10073	9	1	we	we	PRON
spir-10073	9	2	therefore	therefore	ADV
spir-10073	9	3	limit	limit	VERB
spir-10073	9	4	our	our	PRON
spir-10073	9	5	research	research	NOUN
spir-10073	9	6	to	to	ADP
spir-10073	9	7	ethnic	ethnic	ADJ
spir-10073	9	8	groups	group	NOUN
spir-10073	9	9	“	"	PUNCT
spir-10073	9	10	indigenous	indigenous	ADJ
spir-10073	9	11	”	"	PUNCT
spir-10073	9	12	to	to	ADP
spir-10073	9	13	post	post	ADJ
spir-10073	9	14	-	-	ADJ
spir-10073	9	15	soviet	soviet	ADJ
spir-10073	9	16	space	space	NOUN
spir-10073	9	17	.	.	PUNCT
spir-10073	10	1	we	we	PRON
spir-10073	10	2	develop	develop	VERB
spir-10073	10	3	a	a	DET
spir-10073	10	4	comprehensive	comprehensive	ADJ
spir-10073	10	5	list	list	NOUN
spir-10073	10	6	of	of	ADP
spir-10073	10	7	ethnonyms	ethnonym	NOUN
spir-10073	10	8	(	(	PUNCT
spir-10073	10	9	nouns	noun	NOUN
spir-10073	10	10	and	and	CCONJ
spir-10073	10	11	bigrams	bigrams	PROPN
spir-10073	10	12	referring	refer	VERB
spir-10073	10	13	to	to	ADP
spir-10073	10	14	representatives	representative	NOUN
spir-10073	10	15	of	of	ADP
spir-10073	10	16	ethnic	ethnic	ADJ
spir-10073	10	17	groups	group	NOUN
spir-10073	10	18	)	)	PUNCT
spir-10073	10	19	using	use	VERB
spir-10073	10	20	a	a	DET
spir-10073	10	21	large	large	ADJ
spir-10073	10	22	number	number	NOUN
spir-10073	10	23	of	of	ADP
spir-10073	10	24	sources	source	NOUN
spir-10073	10	25	,	,	PUNCT
spir-10073	10	26	such	such	ADJ
spir-10073	10	27	as	as	ADP
spir-10073	10	28	russian	russian	ADJ
spir-10073	10	29	census	census	NOUN
spir-10073	10	30	2010	2010	NUM
spir-10073	10	31	,	,	PUNCT
spir-10073	10	32	and	and	CCONJ
spir-10073	10	33	the	the	DET
spir-10073	10	34	list	list	NOUN
spir-10073	10	35	of	of	ADP
spir-10073	10	36	ethnophaulisms	ethnophaulism	NOUN
spir-10073	10	37	(	(	PUNCT
spir-10073	10	38	pejorative	pejorative	ADJ
spir-10073	10	39	ethnonyms	ethnonym	NOUN
spir-10073	10	40	)	)	PUNCT
spir-10073	10	41	.	.	PUNCT
spir-10073	11	1	this	this	DET
spir-10073	11	2	list	list	NOUN
spir-10073	11	3	of	of	ADP
spir-10073	11	4	more	more	ADJ
spir-10073	11	5	than	than	ADP
spir-10073	11	6	3,600	3,600	NUM
spir-10073	11	7	units	unit	NOUN
spir-10073	11	8	embraces	embrace	VERB
spir-10073	11	9	100	100	NUM
spir-10073	11	10	ethnic	ethnic	ADJ
spir-10073	11	11	groups	group	NOUN
spir-10073	11	12	all	all	PRON
spir-10073	11	13	of	of	ADP
spir-10073	11	14	which	which	PRON
spir-10073	11	15	occur	occur	VERB
spir-10073	11	16	in	in	ADP
spir-10073	11	17	our	our	PRON
spir-10073	11	18	sample	sample	NOUN
spir-10073	11	19	of	of	ADP
spir-10073	11	20	posts	post	NOUN
spir-10073	11	21	from	from	ADP
spir-10073	11	22	80,000	80,000	NUM
spir-10073	11	23	random	random	ADJ
spir-10073	11	24	users	user	NOUN
spir-10073	11	25	of	of	ADP
spir-10073	11	26	the	the	DET
spir-10073	11	27	most	most	ADV
spir-10073	11	28	popular	popular	ADJ
spir-10073	11	29	russian	russian	ADJ
spir-10073	11	30	sns	sns	PROPN
spir-10073	11	31	vkontakte	vkontakte	PROPN
spir-10073	11	32	.	.	PUNCT
spir-10073	12	1	importantly	importantly	ADV
spir-10073	12	2	,	,	PUNCT
spir-10073	12	3	we	we	PRON
spir-10073	12	4	place	place	VERB
spir-10073	12	5	17	17	NUM
spir-10073	12	6	ethnophaulisms	ethnophaulism	NOUN
spir-10073	12	7	into	into	ADP
spir-10073	12	8	separate	separate	ADJ
spir-10073	12	9	ethnic	ethnic	ADJ
spir-10073	12	10	groups	group	NOUN
spir-10073	12	11	(	(	PUNCT
spir-10073	12	12	because	because	SCONJ
spir-10073	12	13	,	,	PUNCT
spir-10073	12	14	first	first	ADV
spir-10073	12	15	,	,	PUNCT
spir-10073	12	16	if	if	SCONJ
spir-10073	12	17	placed	place	VERB
spir-10073	12	18	together	together	ADV
spir-10073	12	19	they	they	PRON
spir-10073	12	20	would	would	AUX
spir-10073	12	21	pull	pull	VERB
spir-10073	12	22	the	the	DET
spir-10073	12	23	scores	score	NOUN
spir-10073	12	24	of	of	ADP
spir-10073	12	25	this	this	DET
spir-10073	12	26	group	group	NOUN
spir-10073	12	27	down	down	ADV
spir-10073	12	28	,	,	PUNCT
spir-10073	12	29	and	and	CCONJ
spir-10073	12	30	,	,	PUNCT
spir-10073	12	31	second	second	ADJ
spir-10073	12	32	,	,	PUNCT
spir-10073	12	33	most	most	ADJ
spir-10073	12	34	of	of	ADP
spir-10073	12	35	the	the	DET
spir-10073	12	36	time	time	NOUN
spir-10073	12	37	such	such	ADJ
spir-10073	12	38	words	word	NOUN
spir-10073	12	39	are	be	AUX
spir-10073	12	40	not	not	PART
spir-10073	12	41	completely	completely	ADV
spir-10073	12	42	synonymous	synonymous	ADJ
spir-10073	12	43	–	–	PUNCT
spir-10073	12	44	thus	thus	ADV
spir-10073	12	45	,	,	PUNCT
spir-10073	12	46	“	"	PUNCT
spir-10073	12	47	khach	khach	NOUN
spir-10073	12	48	”	"	PUNCT
spir-10073	12	49	may	may	AUX
spir-10073	12	50	include	include	VERB
spir-10073	12	51	some	some	PRON
spir-10073	12	52	or	or	CCONJ
spir-10073	12	53	all	all	PRON
spir-10073	12	54	caucasian	caucasian	ADJ
spir-10073	12	55	ethnic	ethnic	ADJ
spir-10073	12	56	groups	group	NOUN
spir-10073	12	57	)	)	PUNCT
spir-10073	12	58	.	.	PUNCT
spir-10073	13	1	next	next	ADV
spir-10073	13	2	,	,	PUNCT
spir-10073	13	3	we	we	PRON
spir-10073	13	4	acquire	acquire	VERB
spir-10073	13	5	a	a	DET
spir-10073	13	6	dataset	dataset	NOUN
spir-10073	13	7	from	from	ADP
spir-10073	13	8	a	a	DET
spir-10073	13	9	social	social	ADJ
spir-10073	13	10	media	medium	NOUN
spir-10073	13	11	aggregator	aggregator	NOUN
spir-10073	13	12	that	that	PRON
spir-10073	13	13	includes	include	VERB
spir-10073	13	14	all	all	DET
spir-10073	13	15	texts	text	NOUN
spir-10073	13	16	from	from	ADP
spir-10073	13	17	a	a	DET
spir-10073	13	18	two	two	NUM
spir-10073	13	19	-	-	PUNCT
spir-10073	13	20	year	year	NOUN
spir-10073	13	21	period	period	NOUN
spir-10073	13	22	from	from	ADP
spir-10073	13	23	all	all	DET
spir-10073	13	24	russian	russian	ADJ
spir-10073	13	25	-	-	PUNCT
spir-10073	13	26	language	language	NOUN
spir-10073	13	27	social	social	ADJ
spir-10073	13	28	media	medium	NOUN
spir-10073	13	29	in	in	ADP
spir-10073	13	30	which	which	PRON
spir-10073	13	31	at	at	ADP
spir-10073	13	32	least	least	ADJ
spir-10073	13	33	one	one	NUM
spir-10073	13	34	of	of	ADP
spir-10073	13	35	the	the	DET
spir-10073	13	36	keywords	keyword	NOUN
spir-10073	13	37	occurs	occur	VERB
spir-10073	13	38	(	(	PUNCT
spir-10073	13	39	2,850,947	2,850,947	NUM
spir-10073	13	40	texts	text	NOUN
spir-10073	13	41	after	after	ADP
spir-10073	13	42	cleaning	clean	VERB
spir-10073	13	43	)	)	PUNCT
spir-10073	13	44	.	.	PUNCT
spir-10073	14	1	given	give	VERB
spir-10073	14	2	that	that	PRON
spir-10073	14	3	russian	russian	ADJ
spir-10073	14	4	language	language	NOUN
spir-10073	14	5	social	social	ADJ
spir-10073	14	6	media	medium	NOUN
spir-10073	14	7	produce	produce	VERB
spir-10073	14	8	several	several	ADJ
spir-10073	14	9	million	million	NUM
spir-10073	14	10	messages	message	NOUN
spir-10073	14	11	daily	daily	ADV
spir-10073	14	12	,	,	PUNCT
spir-10073	14	13	this	this	PRON
spir-10073	14	14	is	be	AUX
spir-10073	14	15	a	a	DET
spir-10073	14	16	tiny	tiny	ADJ
spir-10073	14	17	fraction	fraction	NOUN
spir-10073	14	18	of	of	ADP
spir-10073	14	19	the	the	DET
spir-10073	14	20	entire	entire	ADJ
spir-10073	14	21	volume	volume	NOUN
spir-10073	14	22	which	which	PRON
spir-10073	14	23	clearly	clearly	ADV
spir-10073	14	24	shows	show	VERB
spir-10073	14	25	a	a	DET
spir-10073	14	26	low	low	ADJ
spir-10073	14	27	interest	interest	NOUN
spir-10073	14	28	of	of	ADP
spir-10073	14	29	the	the	DET
spir-10073	14	30	general	general	ADJ
spir-10073	14	31	public	public	NOUN
spir-10073	14	32	in	in	ADP
spir-10073	14	33	this	this	DET
spir-10073	14	34	topic	topic	NOUN
spir-10073	14	35	.	.	PUNCT
spir-10073	15	1	volume	volume	NOUN
spir-10073	15	2	of	of	ADP
spir-10073	15	3	attention	attention	NOUN
spir-10073	15	4	toward	toward	ADP
spir-10073	15	5	ethnicities	ethnicity	NOUN
spir-10073	15	6	in	in	ADP
spir-10073	15	7	total	total	ADJ
spir-10073	15	8	,	,	PUNCT
spir-10073	15	9	53.3	53.3	NUM
spir-10073	15	10	%	%	NOUN
spir-10073	15	11	of	of	ADP
spir-10073	15	12	messages	message	NOUN
spir-10073	15	13	contain	contain	VERB
spir-10073	15	14	more	more	ADJ
spir-10073	15	15	than	than	ADP
spir-10073	15	16	one	one	NUM
spir-10073	15	17	ethnic	ethnic	ADJ
spir-10073	15	18	group	group	NOUN
spir-10073	15	19	,	,	PUNCT
spir-10073	15	20	with	with	ADP
spir-10073	15	21	maximum	maximum	ADJ
spir-10073	15	22	being	be	AUX
spir-10073	15	23	67	67	NUM
spir-10073	15	24	.	.	PUNCT
spir-10073	16	1	furthermore	furthermore	ADV
spir-10073	16	2	,	,	PUNCT
spir-10073	16	3	mean	mean	INTJ
spir-10073	16	4	length	length	NOUN
spir-10073	16	5	of	of	ADP
spir-10073	16	6	messages	message	NOUN
spir-10073	16	7	with	with	ADP
spir-10073	16	8	ethnonyms	ethnonym	NOUN
spir-10073	16	9	is	be	AUX
spir-10073	16	10	much	much	ADV
spir-10073	16	11	higher	high	ADJ
spir-10073	16	12	than	than	ADP
spir-10073	16	13	that	that	PRON
spir-10073	16	14	of	of	ADP
spir-10073	16	15	the	the	DET
spir-10073	16	16	vkontakte	vkontakte	PROPN
spir-10073	16	17	random	random	ADJ
spir-10073	16	18	sample	sample	NOUN
spir-10073	16	19	(	(	PUNCT
spir-10073	16	20	354	354	NUM
spir-10073	16	21	words	word	NOUN
spir-10073	16	22	compared	compare	VERB
spir-10073	16	23	to	to	ADP
spir-10073	16	24	16.7	16.7	NUM
spir-10073	16	25	)	)	PUNCT
spir-10073	16	26	and	and	CCONJ
spir-10073	16	27	56.2	56.2	NUM
spir-10073	16	28	%	%	NOUN
spir-10073	16	29	of	of	ADP
spir-10073	16	30	texts	text	NOUN
spir-10073	16	31	contain	contain	VERB
spir-10073	16	32	more	more	ADJ
spir-10073	16	33	than	than	ADP
spir-10073	16	34	100	100	NUM
spir-10073	16	35	words	word	NOUN
spir-10073	16	36	.	.	PUNCT
spir-10073	17	1	this	this	PRON
spir-10073	17	2	suggests	suggest	VERB
spir-10073	17	3	that	that	SCONJ
spir-10073	17	4	while	while	SCONJ
spir-10073	17	5	the	the	DET
spir-10073	17	6	vast	vast	ADJ
spir-10073	17	7	majority	majority	NOUN
spir-10073	17	8	of	of	ADP
spir-10073	17	9	messages	message	NOUN
spir-10073	17	10	in	in	ADP
spir-10073	17	11	social	social	ADJ
spir-10073	17	12	media	medium	NOUN
spir-10073	17	13	are	be	AUX
spir-10073	17	14	everyday	everyday	ADJ
spir-10073	17	15	small	small	ADJ
spir-10073	17	16	talk	talk	NOUN
spir-10073	17	17	,	,	PUNCT
spir-10073	17	18	texts	text	NOUN
spir-10073	17	19	related	relate	VERB
spir-10073	17	20	to	to	ADP
spir-10073	17	21	ethnicity	ethnicity	NOUN
spir-10073	17	22	are	be	AUX
spir-10073	17	23	often	often	ADV
spir-10073	17	24	elaborated	elaborate	VERB
spir-10073	17	25	discussion	discussion	NOUN
spir-10073	17	26	pieces	piece	NOUN
spir-10073	17	27	,	,	PUNCT
spir-10073	17	28	often	often	ADV
spir-10073	17	29	with	with	ADP
spir-10073	17	30	inter	inter	ADJ
spir-10073	17	31	-	-	ADJ
spir-10073	17	32	ethnic	ethnic	ADJ
spir-10073	17	33	comparisons	comparison	NOUN
spir-10073	17	34	.	.	PUNCT
spir-10073	18	1	ten	ten	NUM
spir-10073	18	2	most	most	ADV
spir-10073	18	3	frequent	frequent	ADJ
spir-10073	18	4	ethnic	ethnic	ADJ
spir-10073	18	5	groups	group	NOUN
spir-10073	18	6	include	include	VERB
spir-10073	18	7	russians	russians	PROPN
spir-10073	18	8	,	,	PUNCT
spir-10073	18	9	ukrainians	ukrainian	NOUN
spir-10073	18	10	,	,	PUNCT
spir-10073	18	11	jews	jews	PROPN
spir-10073	18	12	,	,	PUNCT
spir-10073	18	13	slavs	slavs	PROPN
spir-10073	18	14	,	,	PUNCT
spir-10073	18	15	asians	asians	PROPN
spir-10073	18	16	,	,	PUNCT
spir-10073	18	17	europeans	european	NOUN
spir-10073	18	18	,	,	PUNCT
spir-10073	18	19	as	as	ADV
spir-10073	18	20	well	well	ADV
spir-10073	18	21	as	as	ADP
spir-10073	18	22	two	two	NUM
spir-10073	18	23	largest	large	ADJ
spir-10073	18	24	muslim	muslim	ADJ
spir-10073	18	25	minorities	minority	NOUN
spir-10073	18	26	in	in	ADP
spir-10073	18	27	russia	russia	PROPN
spir-10073	18	28	–	–	PUNCT
spir-10073	18	29	tatars	tatar	NOUN
spir-10073	18	30	and	and	CCONJ
spir-10073	18	31	chechens	chechens	PROPN
spir-10073	18	32	.	.	PUNCT
spir-10073	19	1	however	however	ADV
spir-10073	19	2	,	,	PUNCT
spir-10073	19	3	we	we	PRON
spir-10073	19	4	find	find	VERB
spir-10073	19	5	substantial	substantial	ADJ
spir-10073	19	6	regional	regional	ADJ
spir-10073	19	7	differences	difference	NOUN
spir-10073	19	8	.	.	PUNCT
spir-10073	20	1	some	some	DET
spir-10073	20	2	regions	region	NOUN
spir-10073	20	3	in	in	ADP
spir-10073	20	4	russia	russia	PROPN
spir-10073	20	5	are	be	AUX
spir-10073	20	6	national	national	ADJ
spir-10073	20	7	republics	republic	NOUN
spir-10073	20	8	named	name	VERB
spir-10073	20	9	after	after	ADP
spir-10073	20	10	their	their	PRON
spir-10073	20	11	“	"	PUNCT
spir-10073	20	12	titular	titular	ADJ
spir-10073	20	13	”	"	PUNCT
spir-10073	20	14	ethnic	ethnic	ADJ
spir-10073	20	15	groups	group	NOUN
spir-10073	20	16	;	;	PUNCT
spir-10073	20	17	when	when	SCONJ
spir-10073	20	18	ranked	rank	VERB
spir-10073	20	19	by	by	ADP
spir-10073	20	20	the	the	DET
spir-10073	20	21	share	share	NOUN
spir-10073	20	22	of	of	ADP
spir-10073	20	23	mentions	mention	NOUN
spir-10073	20	24	in	in	ADP
spir-10073	20	25	respective	respective	ADJ
spir-10073	20	26	regions	region	NOUN
spir-10073	20	27	,	,	PUNCT
spir-10073	20	28	such	such	ADJ
spir-10073	20	29	ethnic	ethnic	ADJ
spir-10073	20	30	groups	group	NOUN
spir-10073	20	31	on	on	ADP
spir-10073	20	32	average	average	ADJ
spir-10073	20	33	gain	gain	NOUN
spir-10073	20	34	60	60	NUM
spir-10073	20	35	positions	position	NOUN
spir-10073	20	36	compared	compare	VERB
spir-10073	20	37	to	to	ADP
spir-10073	20	38	their	their	PRON
spir-10073	20	39	positions	position	NOUN
spir-10073	20	40	in	in	ADP
spir-10073	20	41	the	the	DET
spir-10073	20	42	general	general	ADJ
spir-10073	20	43	frequency	frequency	NOUN
spir-10073	20	44	list	list	NOUN
spir-10073	20	45	.	.	PUNCT
spir-10073	21	1	method	method	NOUN
spir-10073	21	2	for	for	ADP
spir-10073	21	3	automatic	automatic	ADJ
spir-10073	21	4	detection	detection	NOUN
spir-10073	21	5	of	of	ADP
spir-10073	21	6	attitudes	attitude	NOUN
spir-10073	21	7	we	we	PRON
spir-10073	21	8	therefore	therefore	ADV
spir-10073	21	9	make	make	VERB
spir-10073	21	10	a	a	DET
spir-10073	21	11	sample	sample	NOUN
spir-10073	21	12	where	where	SCONJ
spir-10073	21	13	we	we	PRON
spir-10073	21	14	overrepresent	overrepresent	VERB
spir-10073	21	15	rare	rare	ADJ
spir-10073	21	16	ethnic	ethnic	ADJ
spir-10073	21	17	groups	group	NOUN
spir-10073	21	18	and	and	CCONJ
spir-10073	21	19	obtain	obtain	VERB
spir-10073	21	20	7,181	7,181	NUM
spir-10073	21	21	texts	text	NOUN
spir-10073	21	22	with	with	ADP
spir-10073	21	23	most	most	ADJ
spir-10073	21	24	ethnic	ethnic	ADJ
spir-10073	21	25	groups	group	NOUN
spir-10073	21	26	represented	represent	VERB
spir-10073	21	27	by	by	ADP
spir-10073	21	28	75	75	NUM
spir-10073	21	29	texts	text	NOUN
spir-10073	21	30	.	.	PUNCT
spir-10073	22	1	we	we	PRON
spir-10073	22	2	get	get	VERB
spir-10073	22	3	each	each	DET
spir-10073	22	4	text	text	NOUN
spir-10073	22	5	coded	code	VERB
spir-10073	22	6	by	by	ADP
spir-10073	22	7	three	three	NUM
spir-10073	22	8	independent	independent	ADJ
spir-10073	22	9	persons	person	NOUN
spir-10073	22	10	.	.	PUNCT
spir-10073	23	1	our	our	PRON
spir-10073	23	2	questions	question	NOUN
spir-10073	23	3	include	include	VERB
spir-10073	23	4	:	:	PUNCT
spir-10073	23	5	general	general	ADJ
spir-10073	23	6	interpretability	interpretability	NOUN
spir-10073	23	7	of	of	ADP
spir-10073	23	8	a	a	DET
spir-10073	23	9	text	text	NOUN
spir-10073	23	10	,	,	PUNCT
spir-10073	23	11	relevance	relevance	NOUN
spir-10073	23	12	to	to	ADP
spir-10073	23	13	the	the	DET
spir-10073	23	14	topic	topic	NOUN
spir-10073	23	15	of	of	ADP
spir-10073	23	16	ethnicity	ethnicity	NOUN
spir-10073	23	17	and	and	CCONJ
spir-10073	23	18	to	to	ADP
spir-10073	23	19	a	a	DET
spir-10073	23	20	number	number	NOUN
spir-10073	23	21	of	of	ADP
spir-10073	23	22	other	other	ADJ
spir-10073	23	23	topics	topic	NOUN
spir-10073	23	24	,	,	PUNCT
spir-10073	23	25	presence	presence	NOUN
spir-10073	23	26	of	of	ADP
spir-10073	23	27	an	an	DET
spir-10073	23	28	ethnonym	ethnonym	NOUN
spir-10073	23	29	,	,	PUNCT
spir-10073	23	30	general	general	ADJ
spir-10073	23	31	positive	positive	ADJ
spir-10073	23	32	and	and	CCONJ
spir-10073	23	33	negative	negative	ADJ
spir-10073	23	34	sentiment	sentiment	NOUN
spir-10073	23	35	,	,	PUNCT
spir-10073	23	36	presence	presence	NOUN
spir-10073	23	37	of	of	ADP
spir-10073	23	38	inter	inter	ADJ
spir-10073	23	39	-	-	ADJ
spir-10073	23	40	ethnic	ethnic	ADJ
spir-10073	23	41	conflict	conflict	NOUN
spir-10073	23	42	or	or	CCONJ
spir-10073	23	43	positive	positive	ADJ
spir-10073	23	44	interaction	interaction	NOUN
spir-10073	23	45	,	,	PUNCT
spir-10073	23	46	general	general	ADJ
spir-10073	23	47	attitude	attitude	NOUN
spir-10073	23	48	to	to	ADP
spir-10073	23	49	the	the	DET
spir-10073	23	50	ethnic	ethnic	ADJ
spir-10073	23	51	group	group	NOUN
spir-10073	23	52	,	,	PUNCT
spir-10073	23	53	whether	whether	SCONJ
spir-10073	23	54	the	the	DET
spir-10073	23	55	ethnic	ethnic	ADJ
spir-10073	23	56	group	group	NOUN
spir-10073	23	57	is	be	AUX
spir-10073	23	58	presented	present	VERB
spir-10073	23	59	as	as	ADP
spir-10073	23	60	inferior	inferior	ADJ
spir-10073	23	61	/	/	SYM
spir-10073	23	62	superior	superior	ADJ
spir-10073	23	63	,	,	PUNCT
spir-10073	23	64	victim	victim	NOUN
spir-10073	23	65	/	/	SYM
spir-10073	23	66	aggressor	aggressor	ADJ
spir-10073	23	67	,	,	PUNCT
spir-10073	23	68	dangerous	dangerous	ADJ
spir-10073	23	69	/	/	SYM
spir-10073	23	70	safe	safe	ADJ
spir-10073	23	71	,	,	PUNCT
spir-10073	23	72	and	and	CCONJ
spir-10073	23	73	whether	whether	SCONJ
spir-10073	23	74	the	the	DET
spir-10073	23	75	text	text	NOUN
spir-10073	23	76	contains	contain	VERB
spir-10073	23	77	a	a	DET
spir-10073	23	78	call	call	NOUN
spir-10073	23	79	for	for	ADP
spir-10073	23	80	violence	violence	NOUN
spir-10073	23	81	toward	toward	ADP
spir-10073	23	82	the	the	DET
spir-10073	23	83	group	group	NOUN
spir-10073	23	84	.	.	PUNCT
spir-10073	24	1	we	we	PRON
spir-10073	24	2	then	then	ADV
spir-10073	24	3	train	train	VERB
spir-10073	24	4	a	a	DET
spir-10073	24	5	number	number	NOUN
spir-10073	24	6	of	of	ADP
spir-10073	24	7	classifiers	classifier	NOUN
spir-10073	24	8	(	(	PUNCT
spir-10073	24	9	logistic	logistic	ADJ
spir-10073	24	10	regressions	regression	NOUN
spir-10073	24	11	)	)	PUNCT
spir-10073	24	12	to	to	PART
spir-10073	24	13	“	"	PUNCT
spir-10073	24	14	teach	teach	VERB
spir-10073	24	15	”	"	PUNCT
spir-10073	24	16	the	the	DET
spir-10073	24	17	computer	computer	NOUN
spir-10073	24	18	to	to	PART
spir-10073	24	19	automatically	automatically	ADV
spir-10073	24	20	detect	detect	VERB
spir-10073	24	21	sentiment	sentiment	NOUN
spir-10073	24	22	and	and	CCONJ
spir-10073	24	23	other	other	ADJ
spir-10073	24	24	aspects	aspect	NOUN
spir-10073	24	25	of	of	ADP
spir-10073	24	26	attitudes	attitude	NOUN
spir-10073	24	27	to	to	ADP
spir-10073	24	28	ethnic	ethnic	ADJ
spir-10073	24	29	groups	group	NOUN
spir-10073	24	30	.	.	PUNCT
spir-10073	25	1	we	we	PRON
spir-10073	25	2	examine	examine	VERB
spir-10073	25	3	only	only	ADV
spir-10073	25	4	those	those	DET
spir-10073	25	5	aspects	aspect	NOUN
spir-10073	25	6	that	that	PRON
spir-10073	25	7	have	have	AUX
spir-10073	25	8	produced	produce	VERB
spir-10073	25	9	enough	enough	ADJ
spir-10073	25	10	data	datum	NOUN
spir-10073	25	11	for	for	ADP
spir-10073	25	12	training	training	NOUN
spir-10073	25	13	classifiers	classifier	NOUN
spir-10073	25	14	.	.	PUNCT
spir-10073	26	1	as	as	SCONJ
spir-10073	26	2	the	the	DET
spir-10073	26	3	values	value	NOUN
spir-10073	26	4	of	of	ADP
spir-10073	26	5	the	the	DET
spir-10073	26	6	predicted	predict	VERB
spir-10073	26	7	variables	variable	NOUN
spir-10073	26	8	(	(	PUNCT
spir-10073	26	9	e.g.	e.g.	ADV
spir-10073	26	10	“	"	PUNCT
spir-10073	26	11	what	what	PRON
spir-10073	26	12	is	be	AUX
spir-10073	26	13	the	the	DET
spir-10073	26	14	general	general	ADJ
spir-10073	26	15	attitude	attitude	NOUN
spir-10073	26	16	of	of	ADP
spir-10073	26	17	the	the	DET
spir-10073	26	18	author	author	NOUN
spir-10073	26	19	to	to	ADP
spir-10073	26	20	the	the	DET
spir-10073	26	21	given	give	VERB
spir-10073	26	22	ethnic	ethnic	ADJ
spir-10073	26	23	group	group	NOUN
spir-10073	26	24	?	?	PUNCT
spir-10073	26	25	”	"	PUNCT
spir-10073	26	26	)	)	PUNCT
spir-10073	26	27	are	be	AUX
spir-10073	26	28	means	mean	NOUN
spir-10073	26	29	of	of	ADP
spir-10073	26	30	coders	coder	NOUN
spir-10073	26	31	’	’	PART
spir-10073	26	32	assessments	assessment	NOUN
spir-10073	26	33	,	,	PUNCT
spir-10073	26	34	they	they	PRON
spir-10073	26	35	are	be	AUX
spir-10073	26	36	often	often	ADV
spir-10073	26	37	noninteger	noninteger	ADJ
spir-10073	26	38	,	,	PUNCT
spir-10073	26	39	and	and	CCONJ
spir-10073	26	40	therefore	therefore	ADV
spir-10073	26	41	they	they	PRON
spir-10073	26	42	have	have	AUX
spir-10073	26	43	been	be	AUX
spir-10073	26	44	grouped	group	VERB
spir-10073	26	45	into	into	ADP
spir-10073	26	46	two	two	NUM
spir-10073	26	47	or	or	CCONJ
spir-10073	26	48	three	three	NUM
spir-10073	26	49	categories	category	NOUN
spir-10073	26	50	depending	depend	VERB
spir-10073	26	51	on	on	ADP
spir-10073	26	52	the	the	DET
spir-10073	26	53	number	number	NOUN
spir-10073	26	54	of	of	ADP
spir-10073	26	55	values	value	NOUN
spir-10073	26	56	the	the	DET
spir-10073	26	57	respective	respective	ADJ
spir-10073	26	58	variable	variable	NOUN
spir-10073	26	59	could	could	AUX
spir-10073	26	60	originally	originally	ADV
spir-10073	26	61	take	take	VERB
spir-10073	26	62	.	.	PUNCT
spir-10073	27	1	next	next	ADV
spir-10073	27	2	,	,	PUNCT
spir-10073	27	3	we	we	PRON
spir-10073	27	4	break	break	VERB
spir-10073	27	5	the	the	DET
spir-10073	27	6	collection	collection	NOUN
spir-10073	27	7	into	into	ADP
spir-10073	27	8	a	a	DET
spir-10073	27	9	training	training	NOUN
spir-10073	27	10	set	set	NOUN
spir-10073	27	11	(	(	PUNCT
spir-10073	27	12	90	90	NUM
spir-10073	27	13	%	%	NOUN
spir-10073	27	14	)	)	PUNCT
spir-10073	27	15	and	and	CCONJ
spir-10073	27	16	a	a	DET
spir-10073	27	17	test	test	NOUN
spir-10073	27	18	set	set	NOUN
spir-10073	27	19	(	(	PUNCT
spir-10073	27	20	10	10	NUM
spir-10073	27	21	%	%	NOUN
spir-10073	27	22	)	)	PUNCT
spir-10073	27	23	repeating	repeat	VERB
spir-10073	27	24	this	this	DET
spir-10073	27	25	procedure	procedure	NOUN
spir-10073	27	26	100	100	NUM
spir-10073	27	27	times	time	NOUN
spir-10073	27	28	and	and	CCONJ
spir-10073	27	29	each	each	DET
spir-10073	27	30	time	time	NOUN
spir-10073	27	31	training	train	VERB
spir-10073	27	32	the	the	DET
spir-10073	27	33	classifier	classifier	NOUN
spir-10073	27	34	on	on	ADP
spir-10073	27	35	the	the	DET
spir-10073	27	36	larger	large	ADJ
spir-10073	27	37	set	set	NOUN
spir-10073	27	38	and	and	CCONJ
spir-10073	27	39	testing	test	VERB
spir-10073	27	40	it	it	PRON
spir-10073	27	41	on	on	ADP
spir-10073	27	42	the	the	DET
spir-10073	27	43	smaller	small	ADJ
spir-10073	27	44	set	set	NOUN
spir-10073	27	45	.	.	PUNCT
spir-10073	28	1	finally	finally	ADV
spir-10073	28	2	,	,	PUNCT
spir-10073	28	3	we	we	PRON
spir-10073	28	4	calculate	calculate	VERB
spir-10073	28	5	a	a	DET
spir-10073	28	6	number	number	NOUN
spir-10073	28	7	of	of	ADP
spir-10073	28	8	traditional	traditional	ADJ
spir-10073	28	9	quality	quality	NOUN
spir-10073	28	10	metrics	metric	NOUN
spir-10073	28	11	for	for	ADP
spir-10073	28	12	each	each	DET
spir-10073	28	13	predicted	predict	VERB
spir-10073	28	14	variable	variable	ADJ
spir-10073	28	15	(	(	PUNCT
spir-10073	28	16	table	table	NOUN
spir-10073	28	17	1	1	NUM
spir-10073	28	18	)	)	PUNCT
spir-10073	28	19	.	.	PUNCT
spir-10073	29	1	online	online	ADJ
spir-10073	29	2	ethnic	ethnic	ADJ
spir-10073	29	3	attitudes	attitude	NOUN
spir-10073	29	4	and	and	CCONJ
spir-10073	29	5	their	their	PRON
spir-10073	29	6	prediction	prediction	NOUN
spir-10073	29	7	we	we	PRON
spir-10073	29	8	find	find	VERB
spir-10073	29	9	that	that	SCONJ
spir-10073	29	10	both	both	PRON
spir-10073	29	11	general	general	ADJ
spir-10073	29	12	sentiments	sentiment	NOUN
spir-10073	29	13	and	and	CCONJ
spir-10073	29	14	general	general	ADJ
spir-10073	29	15	attitude	attitude	NOUN
spir-10073	29	16	get	get	AUX
spir-10073	29	17	predicted	predict	VERB
spir-10073	29	18	fairly	fairly	ADV
spir-10073	29	19	well	well	ADV
spir-10073	29	20	(	(	PUNCT
spir-10073	29	21	the	the	DET
spir-10073	29	22	latter	latter	ADJ
spir-10073	29	23	being	be	AUX
spir-10073	29	24	a	a	DET
spir-10073	29	25	three	three	NUM
spir-10073	29	26	-	-	PUNCT
spir-10073	29	27	class	class	NOUN
spir-10073	29	28	task	task	NOUN
spir-10073	29	29	)	)	PUNCT
spir-10073	29	30	.	.	PUNCT
spir-10073	30	1	the	the	DET
spir-10073	30	2	positive	positive	ADJ
spir-10073	30	3	end	end	NOUN
spir-10073	30	4	is	be	AUX
spir-10073	30	5	filled	fill	VERB
spir-10073	30	6	in	in	ADP
spir-10073	30	7	with	with	ADP
spir-10073	30	8	ethnic	ethnic	ADJ
spir-10073	30	9	groups	group	NOUN
spir-10073	30	10	that	that	PRON
spir-10073	30	11	have	have	AUX
spir-10073	30	12	virtually	virtually	ADV
spir-10073	30	13	assimilated	assimilate	VERB
spir-10073	30	14	into	into	ADP
spir-10073	30	15	the	the	DET
spir-10073	30	16	russian	russian	ADJ
spir-10073	30	17	nation	nation	NOUN
spir-10073	30	18	(	(	PUNCT
spir-10073	30	19	indigenous	indigenous	ADJ
spir-10073	30	20	siberian	siberian	ADJ
spir-10073	30	21	and	and	CCONJ
spir-10073	30	22	ural	ural	ADJ
spir-10073	30	23	ethnicities	ethnicity	NOUN
spir-10073	30	24	)	)	PUNCT
spir-10073	30	25	.	.	PUNCT
spir-10073	31	1	the	the	DET
spir-10073	31	2	negative	negative	ADJ
spir-10073	31	3	end	end	NOUN
spir-10073	31	4	,	,	PUNCT
spir-10073	31	5	apart	apart	ADV
spir-10073	31	6	from	from	ADP
spir-10073	31	7	being	be	AUX
spir-10073	31	8	dominated	dominate	VERB
spir-10073	31	9	by	by	ADP
spir-10073	31	10	various	various	ADJ
spir-10073	31	11	ethnofaulisms	ethnofaulism	NOUN
spir-10073	31	12	,	,	PUNCT
spir-10073	31	13	presents	present	VERB
spir-10073	31	14	a	a	DET
spir-10073	31	15	much	much	ADV
spir-10073	31	16	more	more	ADV
spir-10073	31	17	complicated	complicated	ADJ
spir-10073	31	18	picture	picture	NOUN
spir-10073	31	19	.	.	PUNCT
spir-10073	32	1	traditionally	traditionally	ADV
spir-10073	32	2	,	,	PUNCT
spir-10073	32	3	caucasian	caucasian	ADJ
spir-10073	32	4	groups	group	NOUN
spir-10073	32	5	are	be	AUX
spir-10073	32	6	thought	think	VERB
spir-10073	32	7	to	to	PART
spir-10073	32	8	arouse	arouse	VERB
spir-10073	32	9	the	the	DET
spir-10073	32	10	most	most	ADV
spir-10073	32	11	negative	negative	ADJ
spir-10073	32	12	attitudes	attitude	NOUN
spir-10073	32	13	,	,	PUNCT
spir-10073	32	14	followed	follow	VERB
spir-10073	32	15	by	by	ADP
spir-10073	32	16	central	central	ADJ
spir-10073	32	17	asians	asians	PROPN
spir-10073	32	18	,	,	PUNCT
spir-10073	32	19	while	while	SCONJ
spir-10073	32	20	ukrainians	ukrainian	NOUN
spir-10073	32	21	,	,	PUNCT
spir-10073	32	22	belorussians	belorussian	NOUN
spir-10073	32	23	and	and	CCONJ
spir-10073	32	24	moldovans	moldovan	NOUN
spir-10073	32	25	are	be	AUX
spir-10073	32	26	hardly	hardly	ADV
spir-10073	32	27	perceived	perceive	VERB
spir-10073	32	28	as	as	ADP
spir-10073	32	29	“	"	PUNCT
spir-10073	32	30	other	other	ADJ
spir-10073	32	31	”	"	PUNCT
spir-10073	32	32	ethnic	ethnic	ADJ
spir-10073	32	33	groups	group	NOUN
spir-10073	32	34	at	at	ADP
spir-10073	32	35	all	all	ADV
spir-10073	32	36	(	(	PUNCT
spir-10073	32	37	bessudnov	bessudnov	PROPN
spir-10073	32	38	2016	2016	NUM
spir-10073	32	39	)	)	PUNCT
spir-10073	32	40	.	.	PUNCT
spir-10073	33	1	however	however	ADV
spir-10073	33	2	,	,	PUNCT
spir-10073	33	3	here	here	ADV
spir-10073	33	4	we	we	PRON
spir-10073	33	5	see	see	VERB
spir-10073	33	6	that	that	SCONJ
spir-10073	33	7	various	various	ADJ
spir-10073	33	8	central	central	ADJ
spir-10073	33	9	asians	asian	NOUN
spir-10073	33	10	take	take	VERB
spir-10073	33	11	the	the	DET
spir-10073	33	12	lead	lead	NOUN
spir-10073	33	13	in	in	ADP
spir-10073	33	14	negativity	negativity	NOUN
spir-10073	33	15	.	.	PUNCT
spir-10073	34	1	as	as	ADP
spir-10073	34	2	for	for	ADP
spir-10073	34	3	caucasians	caucasian	NOUN
spir-10073	34	4	,	,	PUNCT
spir-10073	34	5	it	it	PRON
spir-10073	34	6	is	be	AUX
spir-10073	34	7	they	they	PRON
spir-10073	34	8	who	who	PRON
spir-10073	34	9	most	most	ADV
spir-10073	34	10	often	often	ADV
spir-10073	34	11	write	write	VERB
spir-10073	34	12	for	for	ADP
spir-10073	34	13	themselves	themselves	PRON
spir-10073	34	14	–	–	PUNCT
spir-10073	34	15	that	that	ADV
spir-10073	34	16	is	is	ADV
spir-10073	34	17	,	,	PUNCT
spir-10073	34	18	produce	produce	VERB
spir-10073	34	19	their	their	PRON
spir-10073	34	20	own	own	ADJ
spir-10073	34	21	discourse	discourse	NOUN
spir-10073	34	22	which	which	PRON
spir-10073	34	23	is	be	AUX
spir-10073	34	24	most	most	ADV
spir-10073	34	25	likely	likely	ADJ
spir-10073	34	26	to	to	PART
spir-10073	34	27	shift	shift	VERB
spir-10073	34	28	their	their	PRON
spir-10073	34	29	scores	score	NOUN
spir-10073	34	30	up	up	ADP
spir-10073	34	31	.	.	PUNCT
spir-10073	35	1	finally	finally	ADV
spir-10073	35	2	,	,	PUNCT
spir-10073	35	3	ukrainians	ukrainians	PROPN
spir-10073	35	4	are	be	AUX
spir-10073	35	5	among	among	ADP
spir-10073	35	6	most	most	ADV
spir-10073	35	7	negatively	negatively	ADV
spir-10073	35	8	represented	represent	VERB
spir-10073	35	9	because	because	SCONJ
spir-10073	35	10	of	of	ADP
spir-10073	35	11	the	the	DET
spir-10073	35	12	recent	recent	ADJ
spir-10073	35	13	military	military	ADJ
spir-10073	35	14	conflict	conflict	NOUN
spir-10073	35	15	.	.	PUNCT
spir-10073	36	1	positive	positive	ADJ
spir-10073	36	2	inter	inter	ADJ
spir-10073	36	3	-	-	ADJ
spir-10073	36	4	ethnic	ethnic	ADJ
spir-10073	36	5	conflict	conflict	NOUN
spir-10073	36	6	,	,	PUNCT
spir-10073	36	7	though	though	SCONJ
spir-10073	36	8	seemingly	seemingly	ADV
spir-10073	36	9	well	well	ADV
spir-10073	36	10	-	-	PUNCT
spir-10073	36	11	predicted	predict	VERB
spir-10073	36	12	,	,	PUNCT
spir-10073	36	13	is	be	AUX
spir-10073	36	14	often	often	ADV
spir-10073	36	15	lost	lose	VERB
spir-10073	36	16	by	by	ADP
spir-10073	36	17	the	the	DET
spir-10073	36	18	algorithm	algorithm	NOUN
spir-10073	36	19	as	as	ADP
spir-10073	36	20	a	a	DET
spir-10073	36	21	rare	rare	ADJ
spir-10073	36	22	event	event	NOUN
spir-10073	36	23	.	.	PUNCT
spir-10073	37	1	finally	finally	ADV
spir-10073	37	2	,	,	PUNCT
spir-10073	37	3	relevance	relevance	NOUN
spir-10073	37	4	of	of	ADP
spir-10073	37	5	the	the	DET
spir-10073	37	6	text	text	NOUN
spir-10073	37	7	to	to	ADP
spir-10073	37	8	the	the	DET
spir-10073	37	9	topic	topic	NOUN
spir-10073	37	10	of	of	ADP
spir-10073	37	11	ethnicity	ethnicity	NOUN
spir-10073	37	12	is	be	AUX
spir-10073	37	13	least	least	ADJ
spir-10073	37	14	well	well	ADV
spir-10073	37	15	predicted	predict	VERB
spir-10073	37	16	and	and	CCONJ
spir-10073	37	17	in	in	ADP
spir-10073	37	18	fact	fact	NOUN
spir-10073	37	19	has	have	AUX
spir-10073	37	20	caused	cause	VERB
spir-10073	37	21	the	the	DET
spir-10073	37	22	largest	large	ADJ
spir-10073	37	23	difficulties	difficulty	NOUN
spir-10073	37	24	for	for	ADP
spir-10073	37	25	the	the	DET
spir-10073	37	26	coders	coder	NOUN
spir-10073	37	27	.	.	PUNCT
spir-10073	38	1	we	we	PRON
spir-10073	38	2	conclude	conclude	VERB
spir-10073	38	3	that	that	SCONJ
spir-10073	38	4	more	more	ADJ
spir-10073	38	5	hand	hand	NOUN
spir-10073	38	6	-	-	PUNCT
spir-10073	38	7	coding	coding	NOUN
spir-10073	38	8	is	be	AUX
spir-10073	38	9	needed	need	VERB
spir-10073	38	10	for	for	ADP
spir-10073	38	11	a	a	DET
spir-10073	38	12	more	more	ADV
spir-10073	38	13	fine	fine	ADV
spir-10073	38	14	-	-	PUNCT
spir-10073	38	15	grained	grain	VERB
spir-10073	38	16	analysis	analysis	NOUN
spir-10073	38	17	and	and	CCONJ
spir-10073	38	18	prediction	prediction	NOUN
spir-10073	38	19	,	,	PUNCT
spir-10073	38	20	and	and	CCONJ
spir-10073	38	21	this	this	PRON
spir-10073	38	22	is	be	AUX
spir-10073	38	23	what	what	PRON
spir-10073	38	24	is	be	AUX
spir-10073	38	25	being	be	AUX
spir-10073	38	26	performed	perform	VERB
spir-10073	38	27	at	at	ADP
spir-10073	38	28	the	the	DET
spir-10073	38	29	moment	moment	NOUN
spir-10073	38	30	.	.	PUNCT
spir-10073	39	1	table	table	NOUN
spir-10073	39	2	1	1	NUM
spir-10073	39	3	.	.	PUNCT
spir-10073	40	1	quality	quality	NOUN
spir-10073	40	2	of	of	ADP
spir-10073	40	3	automatic	automatic	ADJ
spir-10073	40	4	classification	classification	NOUN
spir-10073	40	5	of	of	ADP
spir-10073	40	6	users	user	NOUN
spir-10073	40	7	’	'	PUNCT
spir-10073	40	8	texts	text	NOUN
spir-10073	40	9	on	on	ADP
spir-10073	40	10	ethnicity	ethnicity	NOUN
spir-10073	40	11	does	do	AUX
spir-10073	40	12	the	the	DET
spir-10073	40	13	text	text	NOUN
spir-10073	40	14	contain	contain	VERB
spir-10073	40	15	:	:	PUNCT
spir-10073	40	16	texts	text	NOUN
spir-10073	40	17	binarization	binarization	NOUN
spir-10073	40	18	/	/	SYM
spir-10073	40	19	trinarization	trinarization	PROPN
spir-10073	40	20	avg	avg	PROPN
spir-10073	40	21	precision	precision	PROPN
spir-10073	40	22	avg	avg	PROPN
spir-10073	40	23	recall	recall	PROPN
spir-10073	40	24	avg	avg	PROPN
spir-10073	40	25	f1	f1	PROPN
spir-10073	40	26	avg	avg	PROPN
spir-10073	40	27	accuracy	accuracy	PROPN
spir-10073	40	28	general	general	ADJ
spir-10073	40	29	negative	negative	ADJ
spir-10073	40	30	sentiment	sentiment	NOUN
spir-10073	40	31	6,674	6,674	NUM
spir-10073	40	32	<	<	NOUN
spir-10073	40	33	0.3=0	0.3=0	NUM
spir-10073	40	34	;	;	PUNCT
spir-10073	41	1	=	=	SYM
spir-10073	41	2	>	>	X
spir-10073	41	3	0=1	0=1	NUM
spir-10073	41	4	0.75	0.75	NUM
spir-10073	41	5	0.75	0.75	NUM
spir-10073	41	6	0.75	0.75	NUM
spir-10073	41	7	74.67	74.67	NUM
spir-10073	41	8	+	+	SYM
spir-10073	41	9	1.50	1.50	NUM
spir-10073	41	10	general	general	ADJ
spir-10073	41	11	positive	positive	ADJ
spir-10073	41	12	sentiment	sentiment	NOUN
spir-10073	41	13	6,688	6,688	NUM
spir-10073	41	14	<	<	NOUN
spir-10073	41	15	0.3=0	0.3=0	NUM
spir-10073	41	16	;	;	PUNCT
spir-10073	41	17	=	=	SYM
spir-10073	41	18	>	>	X
spir-10073	41	19	0=1	0=1	NUM
spir-10073	41	20	0.74	0.74	NUM
spir-10073	41	21	0.75	0.75	NUM
spir-10073	41	22	0.74	0.74	NUM
spir-10073	41	23	75.1	75.1	NUM
spir-10073	41	24	+	+	NUM
spir-10073	41	25	1.69	1.69	NUM
spir-10073	41	26	general	general	ADJ
spir-10073	41	27	attitude	attitude	NOUN
spir-10073	41	28	to	to	ADP
spir-10073	41	29	an	an	DET
spir-10073	41	30	ethnic	ethnic	ADJ
spir-10073	41	31	group	group	NOUN
spir-10073	41	32	5,970	5,970	NUM
spir-10073	41	33	<	<	X
spir-10073	41	34	1.3=0	1.3=0	NUM
spir-10073	41	35	;	;	PUNCT
spir-10073	41	36	[	[	X
spir-10073	41	37	1.3;2.35]=1	1.3;2.35]=1	NUM
spir-10073	41	38	;	;	PUNCT
spir-10073	41	39	>	>	X
spir-10073	41	40	2.35=2	2.35=2	NUM
spir-10073	41	41	0.63	0.63	NUM
spir-10073	41	42	0.67	0.67	NUM
spir-10073	41	43	0.63	0.63	NUM
spir-10073	41	44	66.54	66.54	NUM
spir-10073	41	45	+	+	NUM
spir-10073	41	46	1.74	1.74	NUM
spir-10073	41	47	inter	inter	ADJ
spir-10073	41	48	-	-	ADJ
spir-10073	41	49	ethnic	ethnic	ADJ
spir-10073	41	50	conflict	conflict	NOUN
spir-10073	41	51	6,701	6,701	NUM
spir-10073	41	52	<	<	NOUN
spir-10073	41	53	0.3=0	0.3=0	NUM
spir-10073	41	54	;	;	PUNCT
spir-10073	42	1	=	=	SYM
spir-10073	42	2	>	>	X
spir-10073	42	3	0=1	0=1	NUM
spir-10073	42	4	0.75	0.75	NUM
spir-10073	42	5	0.75	0.75	NUM
spir-10073	42	6	0.75	0.75	NUM
spir-10073	42	7	75.22	75.22	NUM
spir-10073	42	8	+	+	NUM
spir-10073	42	9	1.60	1.60	NUM
spir-10073	42	10	positive	positive	ADJ
spir-10073	42	11	inter	inter	ADJ
spir-10073	42	12	-	-	ADJ
spir-10073	42	13	ethnic	ethnic	ADJ
spir-10073	42	14	interaction	interaction	NOUN
spir-10073	42	15	6,711	6,711	NUM
spir-10073	42	16	<	<	NOUN
spir-10073	42	17	0.3=0	0.3=0	NUM
spir-10073	42	18	;	;	PUNCT
spir-10073	42	19	=	=	X
spir-10073	42	20	>	>	X
spir-10073	42	21	0=10.80	0=10.80	NOUN
spir-10073	43	1	0.83	0.83	NUM
spir-10073	43	2	0.80	0.80	NUM
spir-10073	43	3	0.80	0.80	NUM
spir-10073	43	4	82.80	82.80	NUM
spir-10073	43	5	+	+	SYM
spir-10073	43	6	1.58	1.58	NUM
spir-10073	43	7	topic	topic	NOUN
spir-10073	43	8	of	of	ADP
spir-10073	43	9	ethnicity	ethnicity	NOUN
spir-10073	43	10	5,970	5,970	NUM
spir-10073	43	11	<	<	NOUN
spir-10073	43	12	0.8=0	0.8=0	X
spir-10073	43	13	;	;	PUNCT
spir-10073	44	1	=	=	NOUN
spir-10073	44	2	>	>	X
spir-10073	44	3	0.8=1	0.8=1	NUM
spir-10073	44	4	0.67	0.67	NUM
spir-10073	44	5	0.67	0.67	NUM
spir-10073	44	6	0.67	0.67	NUM
spir-10073	44	7	66.81	66.81	NUM
spir-10073	44	8	+	+	NUM
spir-10073	44	9	1.82	1.82	NUM
spir-10073	44	10	references	reference	NOUN
spir-10073	44	11	bessudnov	bessudnov	NOUN
spir-10073	44	12	,	,	PUNCT
spir-10073	44	13	a.	a.	NOUN
spir-10073	44	14	(	(	PUNCT
spir-10073	44	15	2016	2016	NUM
spir-10073	44	16	)	)	PUNCT
spir-10073	44	17	.	.	PUNCT
spir-10073	45	1	ethnic	ethnic	ADJ
spir-10073	45	2	hierarchy	hierarchy	NOUN
spir-10073	45	3	and	and	CCONJ
spir-10073	45	4	public	public	ADJ
spir-10073	45	5	attitudes	attitude	NOUN
spir-10073	45	6	towards	towards	ADP
spir-10073	45	7	immigrants	immigrant	NOUN
spir-10073	45	8	in	in	ADP
spir-10073	45	9	russia	russia	PROPN
spir-10073	45	10	.	.	PUNCT
spir-10073	46	1	european	european	ADJ
spir-10073	46	2	sociological	sociological	ADJ
spir-10073	46	3	review	review	PROPN
spir-10073	46	4	,	,	PUNCT
spir-10073	46	5	32(5	32(5	NOUN
spir-10073	46	6	)	)	PUNCT
spir-10073	46	7	,	,	PUNCT
spir-10073	46	8	567–580	567–580	NUM
spir-10073	46	9	.	.	PUNCT
spir-10073	47	1	bodrunova	bodrunova	PROPN
spir-10073	47	2	,	,	PUNCT
spir-10073	47	3	s.	s.	PROPN
spir-10073	47	4	s.	s.	PROPN
spir-10073	47	5	,	,	PUNCT
spir-10073	47	6	koltsova	koltsova	PROPN
spir-10073	47	7	o.	o.	PROPN
spir-10073	47	8	,	,	PUNCT
spir-10073	47	9	koltcov	koltcov	PROPN
spir-10073	47	10	s.	s.	PROPN
spir-10073	47	11	,	,	PUNCT
spir-10073	47	12	nikolenko	nikolenko	PROPN
spir-10073	47	13	s.	s.	PROPN
spir-10073	47	14	(	(	PUNCT
spir-10073	47	15	2017	2017	NUM
spir-10073	47	16	)	)	PUNCT
spir-10073	47	17	who	who	PRON
spir-10073	47	18	’s	’	VERB
spir-10073	47	19	bad	bad	ADJ
spir-10073	47	20	?	?	PUNCT
spir-10073	48	1	attitudes	attitude	NOUN
spir-10073	48	2	toward	toward	ADP
spir-10073	48	3	resettlers	resettler	NOUN
spir-10073	48	4	from	from	ADP
spir-10073	48	5	the	the	DET
spir-10073	48	6	post	post	ADJ
spir-10073	48	7	-	-	ADJ
spir-10073	48	8	soviet	soviet	ADJ
spir-10073	48	9	south	south	NOUN
spir-10073	48	10	versus	versus	ADP
spir-10073	48	11	other	other	ADJ
spir-10073	48	12	nations	nation	NOUN
spir-10073	48	13	in	in	ADP
spir-10073	48	14	the	the	DET
spir-10073	48	15	russian	russian	ADJ
spir-10073	48	16	blogosphere	blogosphere	NOUN
spir-10073	48	17	.	.	PUNCT
spir-10073	49	1	international	international	ADJ
spir-10073	49	2	journal	journal	NOUN
spir-10073	49	3	of	of	ADP
spir-10073	49	4	communication	communication	NOUN
spir-10073	49	5	,	,	PUNCT
spir-10073	49	6	[	[	X
spir-10073	49	7	s.l	s.l	PROPN
spir-10073	49	8	.	.	NOUN
spir-10073	49	9	]	]	X
spir-10073	49	10	,	,	PUNCT
spir-10073	49	11	v.	v.	ADP
spir-10073	49	12	11	11	NUM
spir-10073	49	13	,	,	PUNCT
spir-10073	49	14	p.	p.	NOUN
spir-10073	49	15	23	23	NUM
spir-10073	49	16	,	,	PUNCT
spir-10073	49	17	aug	aug	PROPN
spir-10073	49	18	.	.	PROPN
spir-10073	49	19	2017	2017	NUM
spir-10073	49	20	.	.	PUNCT
spir-10073	50	1	issn	issn	PROPN
spir-10073	50	2	1932	1932	NUM
spir-10073	50	3	-	-	SYM
spir-10073	50	4	8036	8036	NUM
spir-10073	50	5	.	.	PUNCT
spir-10073	51	1	available	available	ADJ
spir-10073	51	2	at	at	ADP
spir-10073	51	3	:	:	PUNCT
spir-10073	51	4	<	<	X
spir-10073	51	5	http://ijoc.org/index.php/ijoc/article/view/6408	http://ijoc.org/index.php/ijoc/article/view/6408	X
spir-10073	51	6	>	>	X
spir-10073	51	7	.	.	PUNCT
spir-10073	52	1	date	date	NOUN
spir-10073	52	2	accessed	access	VERB
spir-10073	52	3	:	:	PUNCT
spir-10073	52	4	28	28	NUM
spir-10073	52	5	sep	sep	NOUN
spir-10073	52	6	.	.	PROPN
spir-10073	53	1	2017	2017	NUM
spir-10073	53	2	.	.	PUNCT
spir-10073	54	1	bodrunova	bodrunova	PROPN
spir-10073	54	2	,	,	PUNCT
spir-10073	54	3	s.	s.	PROPN
spir-10073	54	4	s.	s.	PROPN
spir-10073	54	5	,	,	PUNCT
spir-10073	54	6	litvinenko	litvinenko	PROPN
spir-10073	54	7	,	,	PUNCT
spir-10073	54	8	a.	a.	NOUN
spir-10073	54	9	a.	a.	PROPN
spir-10073	54	10	,	,	PUNCT
spir-10073	54	11	gavra	gavra	NOUN
spir-10073	54	12	,	,	PUNCT
spir-10073	54	13	d.	d.	PROPN
spir-10073	54	14	p.	p.	PROPN
spir-10073	54	15	,	,	PUNCT
spir-10073	54	16	&	&	CCONJ
spir-10073	54	17	yakunin	yakunin	PROPN
spir-10073	54	18	,	,	PUNCT
spir-10073	54	19	a.	a.	PROPN
spir-10073	54	20	v.	v.	PROPN
spir-10073	54	21	(	(	PUNCT
spir-10073	54	22	2015	2015	NUM
spir-10073	54	23	)	)	PUNCT
spir-10073	54	24	.	.	PUNCT
spir-10073	55	1	twitterbased	twitterbase	VERB
spir-10073	55	2	discourse	discourse	NOUN
spir-10073	55	3	on	on	ADP
spir-10073	55	4	migrants	migrant	NOUN
spir-10073	55	5	in	in	ADP
spir-10073	55	6	russia	russia	PROPN
spir-10073	55	7	:	:	PUNCT
spir-10073	55	8	the	the	DET
spir-10073	55	9	case	case	NOUN
spir-10073	55	10	of	of	ADP
spir-10073	55	11	2013	2013	NUM
spir-10073	55	12	bashings	bashing	NOUN
spir-10073	55	13	in	in	ADP
spir-10073	55	14	biryulyovo	biryulyovo	PROPN
spir-10073	55	15	.	.	PUNCT
spir-10073	56	1	international	international	ADJ
spir-10073	56	2	review	review	NOUN
spir-10073	56	3	of	of	ADP
spir-10073	56	4	management	management	NOUN
spir-10073	56	5	and	and	CCONJ
spir-10073	56	6	marketing	marketing	NOUN
spir-10073	56	7	,	,	PUNCT
spir-10073	56	8	5(1s	5(1s	NUM
spir-10073	56	9	)	)	PUNCT
spir-10073	56	10	,	,	PUNCT
spir-10073	56	11	97–104	97–104	PROPN
spir-10073	56	12	.	.	PUNCT
spir-10073	56	13	burnap	burnap	PROPN
spir-10073	56	14	,	,	PUNCT
spir-10073	56	15	p.	p.	PROPN
spir-10073	56	16	,	,	PUNCT
spir-10073	56	17	&	&	CCONJ
spir-10073	56	18	williams	williams	PROPN
spir-10073	56	19	,	,	PUNCT
spir-10073	56	20	m.	m.	PROPN
spir-10073	56	21	l.	l.	PROPN
spir-10073	56	22	(	(	PUNCT
spir-10073	56	23	2015	2015	NUM
spir-10073	56	24	)	)	PUNCT
spir-10073	56	25	.	.	PUNCT
spir-10073	57	1	cyber	cyber	PROPN
spir-10073	57	2	hate	hate	VERB
spir-10073	57	3	speech	speech	NOUN
spir-10073	57	4	on	on	ADP
spir-10073	57	5	twitter	twitter	NOUN
spir-10073	57	6	:	:	PUNCT
spir-10073	57	7	an	an	DET
spir-10073	57	8	application	application	NOUN
spir-10073	57	9	of	of	ADP
spir-10073	57	10	machine	machine	NOUN
spir-10073	57	11	classification	classification	NOUN
spir-10073	57	12	and	and	CCONJ
spir-10073	57	13	statistical	statistical	ADJ
spir-10073	57	14	modeling	modeling	NOUN
spir-10073	57	15	for	for	ADP
spir-10073	57	16	policy	policy	NOUN
spir-10073	57	17	and	and	CCONJ
spir-10073	57	18	decision	decision	NOUN
spir-10073	57	19	making	making	NOUN
spir-10073	57	20	.	.	PUNCT
spir-10073	58	1	policy	policy	NOUN
spir-10073	58	2	&	&	CCONJ
spir-10073	58	3	internet	internet	NOUN
spir-10073	58	4	,	,	PUNCT
spir-10073	58	5	7(2	7(2	NUM
spir-10073	58	6	)	)	PUNCT
spir-10073	58	7	,	,	PUNCT
spir-10073	58	8	223–242	223–242	NUM
spir-10073	58	9	.	.	PUNCT
spir-10073	59	1	chan	chan	PROPN
spir-10073	59	2	,	,	PUNCT
spir-10073	59	3	j.	j.	PROPN
spir-10073	59	4	,	,	PUNCT
spir-10073	59	5	ghose	ghose	PROPN
spir-10073	59	6	,	,	PUNCT
spir-10073	59	7	a.	a.	PROPN
spir-10073	59	8	,	,	PUNCT
spir-10073	59	9	&	&	CCONJ
spir-10073	59	10	seamans	seamans	PROPN
spir-10073	59	11	,	,	PUNCT
spir-10073	59	12	r.	r.	PROPN
spir-10073	59	13	(	(	PUNCT
spir-10073	59	14	2016	2016	NUM
spir-10073	59	15	)	)	PUNCT
spir-10073	59	16	.	.	PUNCT
spir-10073	60	1	the	the	DET
spir-10073	60	2	internet	internet	NOUN
spir-10073	60	3	and	and	CCONJ
spir-10073	60	4	racial	racial	ADJ
spir-10073	60	5	hate	hate	NOUN
spir-10073	60	6	crime	crime	NOUN
spir-10073	60	7	:	:	PUNCT
spir-10073	60	8	offline	offline	ADJ
spir-10073	60	9	spillovers	spillover	NOUN
spir-10073	60	10	from	from	ADP
spir-10073	60	11	online	online	ADJ
spir-10073	60	12	access	access	NOUN
spir-10073	60	13	.	.	PUNCT
spir-10073	61	1	mis	mis	PROPN
spir-10073	61	2	quarterly	quarterly	PROPN
spir-10073	61	3	:	:	PUNCT
spir-10073	61	4	management	management	NOUN
spir-10073	61	5	information	information	NOUN
spir-10073	61	6	systems	system	NOUN
spir-10073	61	7	,	,	PUNCT
spir-10073	61	8	40(2	40(2	NUM
spir-10073	61	9	)	)	PUNCT
spir-10073	61	10	,	,	PUNCT
spir-10073	61	11	381–403	381–403	NUM
spir-10073	61	12	.	.	PUNCT
spir-10073	61	13	http://ijoc.org/index.php/ijoc/article/view/6408	http://ijoc.org/index.php/ijoc/article/view/6408	X